conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31462\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-03-08 09:16:14.000000+00:00\", \"2020-06-08 07:02:27.000000+00:00\"], \"session_ids\": [\"53c33b2c-1188-42a1-911e-2b852157396b\", \"ace7b007-9a32-4935-9b53-6f7c6a5990c0\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.258}, \"44572\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-07 16:37:30.000000+00:00\", \"2019-02-28 10:12:42.000000+00:00\"], \"session_ids\": [\"70369a80-af17-4bb3-8a59-b9ad3faca373\", \"8a2a332d-224a-4577-9745-73c40f03c0dd\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.927}, \"13141\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-17 10:26:12.000000+00:00\", \"2021-01-19 12:35:31.000000+00:00\", \"2020-03-24 03:27:21.000000+00:00\"], \"session_ids\": [\"fbdfcac5-aef8-4e45-b521-7d046c7f53ec\", \"e84cf98c-6bb7-45cb-bc8d-34250612ff4a\", \"c78d39bd-ef5a-42a0-bcf7-59e0b394b9a5\"], \"total_duration\": 77.0, \"total_sessions\": 3, \"mean_week_duration\": 0.507}, \"86048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-13 04:52:26.000000+00:00\", \"2020-08-08 06:05:48.000000+00:00\"], \"session_ids\": [\"b656614b-28f6-436e-b6c2-67dfd49beab3\", \"e96bbef1-bd5e-4557-9a73-617462b43ec5\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 1.046}, \"53501\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-22 06:14:31.000000+00:00\", \"2020-02-21 16:55:14.000000+00:00\", \"2019-02-02 15:14:07.000000+00:00\", \"2022-05-31 09:46:31.000000+00:00\", \"2020-08-12 03:41:29.000000+00:00\", \"2022-10-10 07:42:09.000000+00:00\"], \"session_ids\": [\"aa23b430-28d8-4a93-9f88-21f4681142e7\", \"c128c982-6966-4c22-a9b3-c3334a8b57aa\", \"941ba6f7-0878-4610-935a-b1bc652ce779\", \"377fda9c-a4b4-42b1-820c-1802f2a7b2af\", \"8b85aa25-f79f-4464-8580-7b3665f404e4\", \"627a540c-dd1a-4e5b-9329-c01ca6b6ec10\"], \"total_duration\": 1007.0, \"total_sessions\": 6, \"mean_week_duration\": 5.218}, \"63376\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-03 23:12:19.000000+00:00\", \"2022-09-26 01:59:52.000000+00:00\"], \"session_ids\": [\"a5ced49c-c8c0-4b96-a79b-90a3794a6b1a\", \"3655f79e-8d4a-4e89-bd21-19b02eb0fe74\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.105}, \"26415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-11 07:11:04.000000+00:00\", \"2021-08-17 15:16:50.000000+00:00\"], \"session_ids\": [\"fee99cdd-a8e7-4b80-881f-49b9d0b2fa9a\", \"f359cb83-67cf-4561-9719-6bcf74f0a5f7\"], \"total_duration\": 309.0, \"total_sessions\": 2, \"mean_week_duration\": 3.911}, \"72644\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-07 23:42:41.000000+00:00\", \"2022-01-05 20:20:33.000000+00:00\", \"2020-04-09 07:18:25.000000+00:00\", \"2020-06-16 21:17:50.000000+00:00\", \"2019-06-23 07:52:59.000000+00:00\", \"2020-08-14 14:42:38.000000+00:00\"], \"session_ids\": [\"18e26889-4a72-49ad-ae61-d4e34280060a\", \"d5d66b21-fd32-4150-8925-35fd72470402\", \"9e18f32b-e512-4ff9-913e-504022508546\", \"d89dc3b2-b2b2-4854-9ee7-a890b39d66f8\", \"c2f5cea9-da46-4f02-92f2-ade4eaa8ef26\", \"28e2e001-6b35-4da9-b239-287001bc1542\"], \"total_duration\": 96.0, \"total_sessions\": 6, \"mean_week_duration\": 0.722}, \"14260\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-01 22:57:23.000000+00:00\", \"2019-02-06 21:17:55.000000+00:00\"], \"session_ids\": [\"18724a2c-3467-4e8d-9c98-92c38592ccac\", \"aed7fa3e-6a11-4519-af52-ee527823f17e\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 7.333}, \"1201\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-24 04:19:21.000000+00:00\", \"2022-08-06 17:40:49.000000+00:00\", \"2020-11-09 12:42:05.000000+00:00\"], \"session_ids\": [\"60e421e1-eb93-4ccf-b7c9-001ebb923102\", \"2d9986ff-d6b0-47c8-8161-8e7eb69e1adc\", \"4105b832-19be-479f-8427-d69d7574fa65\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 4.805}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Mexico City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Mexico City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 8 users who have average_week_duration strictly greater than 47 and strictly less than 3 additionaly perform sorting by sum of duration form the highest to the lowest as well as remain only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89330\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-15 08:36:29.000000+00:00\", \"2021-09-14 21:24:41.000000+00:00\", \"2021-12-17 06:28:00.000000+00:00\", \"2020-04-07 15:20:36.000000+00:00\", \"2022-10-12 03:17:19.000000+00:00\", \"2022-02-23 00:43:19.000000+00:00\", \"2019-01-05 05:31:02.000000+00:00\", \"2019-03-19 23:45:07.000000+00:00\"], \"session_ids\": [\"fd41e887-b098-470f-bf5c-9b34317f5ac2\", \"781aa50e-fe13-4ff5-aebd-48a9c2eabd95\", \"3fd41d5d-b9c9-4abe-bfe3-3cd793cc74be\", \"fcba04bd-bb61-4ff2-ae95-6de7302a2a82\", \"4d5b8282-bab7-4ca7-872b-c6cd626677d7\", \"94bf7326-49db-4201-9791-5502f9ae3b58\", \"b01b52a8-8e11-4412-bee1-895e7e74d6ea\", \"0466ffeb-e235-4b97-9877-9a4797557c0d\"], \"total_duration\": 160.0, \"total_sessions\": 8, \"mean_week_duration\": 0.812}, \"91401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-07-31 07:29:47.000000+00:00\", \"2019-05-20 12:59:33.000000+00:00\"], \"session_ids\": [\"3a799d7a-f84e-477e-b5ba-12b6716b74da\", \"7a29fa5d-082a-403b-8b3a-d540dff17a51\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 3.4}, \"84863\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-11 19:25:44.000000+00:00\", \"2023-04-15 08:51:47.000000+00:00\", \"2019-01-30 23:37:52.000000+00:00\", \"2019-12-14 00:51:51.000000+00:00\"], \"session_ids\": [\"9f033118-37d2-4cbc-a5be-42d8d8630432\", \"e018898f-0c7a-4f18-b555-e3141026993e\", \"996e4a29-ca42-4c7b-9dd0-5ca048009f67\", \"cde0e98c-22f8-47b5-91df-1f8d3bc3da8a\"], \"total_duration\": 1595.0, \"total_sessions\": 4, \"mean_week_duration\": 7.25}, \"97913\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-08 13:28:42.000000+00:00\", \"2020-10-27 09:36:01.000000+00:00\", \"2020-05-06 16:00:57.000000+00:00\"], \"session_ids\": [\"76b4613f-74f8-49ec-8590-97bc7909c03c\", \"7a322edd-97ae-4881-8969-e40361485bcd\", \"36b18f25-1338-4399-9a3c-b94d02a554ee\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.383}, \"62823\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-11-13 18:21:08.000000+00:00\", \"2019-11-07 00:57:08.000000+00:00\"], \"session_ids\": [\"970eb500-df23-4568-8add-53f63bcafeb5\", \"ecd6577e-6c2f-40b8-8655-b89cbcc456fa\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.472}, \"19323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-18 06:55:09.000000+00:00\", \"2020-10-20 12:05:30.000000+00:00\"], \"session_ids\": [\"26968905-1a64-4f4d-a272-6c5be1f43ac0\", \"b5c20123-56bd-4769-a0da-2f0144f2d89a\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 7.829}, \"96640\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-10 13:00:30.000000+00:00\", \"2020-08-06 01:12:09.000000+00:00\", \"2022-02-07 00:59:16.000000+00:00\"], \"session_ids\": [\"2918ba54-53ad-4739-8c72-ed43a25e11fc\", \"a9f3722a-a8ba-4fa5-a5e7-9ead73c786cc\", \"a190b381-e11b-4928-b3e2-3706150cefa4\"], \"total_duration\": 442.0, \"total_sessions\": 3, \"mean_week_duration\": 3.274}, \"33475\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-14 20:47:43.000000+00:00\", \"2019-05-30 04:35:16.000000+00:00\"], \"session_ids\": [\"46ae6ea8-4218-4c28-a66c-2c893abed26d\", \"2f6bdd37-54d9-456c-af34-408fb2385cfa\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.216}, \"32033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-01 02:37:11.000000+00:00\", \"2019-08-31 15:49:53.000000+00:00\", \"2021-10-27 02:39:29.000000+00:00\", \"2021-11-13 07:35:38.000000+00:00\"], \"session_ids\": [\"25bd47c8-b857-49ab-b1b8-f7627401f521\", \"192b47ec-9d80-4064-9692-ed90a03471be\", \"8a364e5d-eb83-4c1e-9d48-6f6ec6e33365\", \"f12ce4e9-69c7-4bd8-a01d-52761ebc6a73\"], \"total_duration\": 792.0, \"total_sessions\": 4, \"mean_week_duration\": 6.492}, \"14994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-03 10:33:00.000000+00:00\", \"2020-09-24 10:20:44.000000+00:00\"], \"session_ids\": [\"48b7710f-6486-492b-89b3-4077daa05838\", \"0c463f8b-5420-4d9b-8d07-a2c7e239ba3b\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 70.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 3 and are greater than 47"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89330\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-15 08:36:29.000000+00:00\", \"2021-09-14 21:24:41.000000+00:00\", \"2021-12-17 06:28:00.000000+00:00\", \"2020-04-07 15:20:36.000000+00:00\", \"2022-10-12 03:17:19.000000+00:00\", \"2022-02-23 00:43:19.000000+00:00\", \"2019-01-05 05:31:02.000000+00:00\", \"2019-03-19 23:45:07.000000+00:00\"], \"session_ids\": [\"fd41e887-b098-470f-bf5c-9b34317f5ac2\", \"781aa50e-fe13-4ff5-aebd-48a9c2eabd95\", \"3fd41d5d-b9c9-4abe-bfe3-3cd793cc74be\", \"fcba04bd-bb61-4ff2-ae95-6de7302a2a82\", \"4d5b8282-bab7-4ca7-872b-c6cd626677d7\", \"94bf7326-49db-4201-9791-5502f9ae3b58\", \"b01b52a8-8e11-4412-bee1-895e7e74d6ea\", \"0466ffeb-e235-4b97-9877-9a4797557c0d\"], \"total_duration\": 160.0, \"total_sessions\": 8, \"mean_week_duration\": 0.812}, \"97913\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-08 13:28:42.000000+00:00\", \"2020-10-27 09:36:01.000000+00:00\", \"2020-05-06 16:00:57.000000+00:00\"], \"session_ids\": [\"76b4613f-74f8-49ec-8590-97bc7909c03c\", \"7a322edd-97ae-4881-8969-e40361485bcd\", \"36b18f25-1338-4399-9a3c-b94d02a554ee\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.383}, \"62823\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-11-13 18:21:08.000000+00:00\", \"2019-11-07 00:57:08.000000+00:00\"], \"session_ids\": [\"970eb500-df23-4568-8add-53f63bcafeb5\", \"ecd6577e-6c2f-40b8-8655-b89cbcc456fa\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.472}, \"33475\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-14 20:47:43.000000+00:00\", \"2019-05-30 04:35:16.000000+00:00\"], \"session_ids\": [\"46ae6ea8-4218-4c28-a66c-2c893abed26d\", \"2f6bdd37-54d9-456c-af34-408fb2385cfa\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.216}, \"14994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-03 10:33:00.000000+00:00\", \"2020-09-24 10:20:44.000000+00:00\"], \"session_ids\": [\"48b7710f-6486-492b-89b3-4077daa05838\", \"0c463f8b-5420-4d9b-8d07-a2c7e239ba3b\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 70.667}}\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[{\"14994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-03 10:33:00.000000+00:00\", \"2020-09-24 10:20:44.000000+00:00\"], \"session_ids\": [\"48b7710f-6486-492b-89b3-4077daa05838\", \"0c463f8b-5420-4d9b-8d07-a2c7e239ba3b\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 70.667}}, {\"89330\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-15 08:36:29.000000+00:00\", \"2021-09-14 21:24:41.000000+00:00\", \"2021-12-17 06:28:00.000000+00:00\", \"2020-04-07 15:20:36.000000+00:00\", \"2022-10-12 03:17:19.000000+00:00\", \"2022-02-23 00:43:19.000000+00:00\", \"2019-01-05 05:31:02.000000+00:00\", \"2019-03-19 23:45:07.000000+00:00\"], \"session_ids\": [\"fd41e887-b098-470f-bf5c-9b34317f5ac2\", \"781aa50e-fe13-4ff5-aebd-48a9c2eabd95\", \"3fd41d5d-b9c9-4abe-bfe3-3cd793cc74be\", \"fcba04bd-bb61-4ff2-ae95-6de7302a2a82\", \"4d5b8282-bab7-4ca7-872b-c6cd626677d7\", \"94bf7326-49db-4201-9791-5502f9ae3b58\", \"b01b52a8-8e11-4412-bee1-895e7e74d6ea\", \"0466ffeb-e235-4b97-9877-9a4797557c0d\"], \"total_duration\": 160.0, \"total_sessions\": 8, \"mean_week_duration\": 0.812}}, {\"33475\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-14 20:47:43.000000+00:00\", \"2019-05-30 04:35:16.000000+00:00\"], \"session_ids\": [\"46ae6ea8-4218-4c28-a66c-2c893abed26d\", \"2f6bdd37-54d9-456c-af34-408fb2385cfa\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.216}}, {\"62823\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-11-13 18:21:08.000000+00:00\", \"2019-11-07 00:57:08.000000+00:00\"], \"session_ids\": [\"970eb500-df23-4568-8add-53f63bcafeb5\", \"ecd6577e-6c2f-40b8-8655-b89cbcc456fa\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.472}}, {\"97913\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-08 13:28:42.000000+00:00\", \"2020-10-27 09:36:01.000000+00:00\", \"2020-05-06 16:00:57.000000+00:00\"], \"session_ids\": [\"76b4613f-74f8-49ec-8590-97bc7909c03c\", \"7a322edd-97ae-4881-8969-e40361485bcd\", \"36b18f25-1338-4399-9a3c-b94d02a554ee\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.383}}]\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[{\"14994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-03 10:33:00.000000+00:00\", \"2020-09-24 10:20:44.000000+00:00\"], \"session_ids\": [\"48b7710f-6486-492b-89b3-4077daa05838\", \"0c463f8b-5420-4d9b-8d07-a2c7e239ba3b\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 70.667}}, {\"89330\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-15 08:36:29.000000+00:00\", \"2021-09-14 21:24:41.000000+00:00\", \"2021-12-17 06:28:00.000000+00:00\", \"2020-04-07 15:20:36.000000+00:00\", \"2022-10-12 03:17:19.000000+00:00\", \"2022-02-23 00:43:19.000000+00:00\", \"2019-01-05 05:31:02.000000+00:00\", \"2019-03-19 23:45:07.000000+00:00\"], \"session_ids\": [\"fd41e887-b098-470f-bf5c-9b34317f5ac2\", \"781aa50e-fe13-4ff5-aebd-48a9c2eabd95\", \"3fd41d5d-b9c9-4abe-bfe3-3cd793cc74be\", \"fcba04bd-bb61-4ff2-ae95-6de7302a2a82\", \"4d5b8282-bab7-4ca7-872b-c6cd626677d7\", \"94bf7326-49db-4201-9791-5502f9ae3b58\", \"b01b52a8-8e11-4412-bee1-895e7e74d6ea\", \"0466ffeb-e235-4b97-9877-9a4797557c0d\"], \"total_duration\": 160.0, \"total_sessions\": 8, \"mean_week_duration\": 0.812}}]\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[{\"14994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-03 10:33:00.000000+00:00\", \"2020-09-24 10:20:44.000000+00:00\"], \"session_ids\": [\"48b7710f-6486-492b-89b3-4077daa05838\", \"0c463f8b-5420-4d9b-8d07-a2c7e239ba3b\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 70.667}}, {\"89330\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-15 08:36:29.000000+00:00\", \"2021-09-14 21:24:41.000000+00:00\", \"2021-12-17 06:28:00.000000+00:00\", \"2020-04-07 15:20:36.000000+00:00\", \"2022-10-12 03:17:19.000000+00:00\", \"2022-02-23 00:43:19.000000+00:00\", \"2019-01-05 05:31:02.000000+00:00\", \"2019-03-19 23:45:07.000000+00:00\"], \"session_ids\": [\"fd41e887-b098-470f-bf5c-9b34317f5ac2\", \"781aa50e-fe13-4ff5-aebd-48a9c2eabd95\", \"3fd41d5d-b9c9-4abe-bfe3-3cd793cc74be\", \"fcba04bd-bb61-4ff2-ae95-6de7302a2a82\", \"4d5b8282-bab7-4ca7-872b-c6cd626677d7\", \"94bf7326-49db-4201-9791-5502f9ae3b58\", \"b01b52a8-8e11-4412-bee1-895e7e74d6ea\", \"0466ffeb-e235-4b97-9877-9a4797557c0d\"], \"total_duration\": 160.0, \"total_sessions\": 8, \"mean_week_duration\": 0.812}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 6 users pieces of information with a mean_week_duration that is = 18 as well as sort by overall total sessions desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11713\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-02-10 11:56:38.000000+00:00\", \"2019-05-11 14:01:54.000000+00:00\"], \"session_ids\": [\"2ce513fe-b343-44fb-a56e-c3feb9290e9a\", \"0702cf40-22c5-4acd-a934-a78e3da2ccc9\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}, \"8206\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-07-10 16:44:58.000000+00:00\", \"2021-11-26 10:08:20.000000+00:00\", \"2021-06-21 00:49:57.000000+00:00\"], \"session_ids\": [\"b6c8c0c7-1f03-447f-9a4f-afc693e47ede\", \"3e3b815f-6a1b-4dd8-8720-24d3b41be6ce\", \"acbbdfb8-a393-46f7-a98b-783322ca1392\"], \"total_duration\": 989.0, \"total_sessions\": 3, \"mean_week_duration\": 17.982}, \"39423\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-29 02:13:23.000000+00:00\", \"2019-06-02 20:51:12.000000+00:00\", \"2022-04-16 23:02:55.000000+00:00\", \"2020-05-08 18:09:40.000000+00:00\"], \"session_ids\": [\"2b99e316-18b6-4552-8f33-1af32b351bf6\", \"81d360b1-c4d8-42df-b118-c8d2e257b45b\", \"f561c507-86e2-447b-9fc7-d4564c25e97e\", \"b4c3eabe-c116-4aca-9777-96de48230a5a\"], \"total_duration\": 758.0, \"total_sessions\": 4, \"mean_week_duration\": 5.053}, \"71455\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-08-29 12:17:51.000000+00:00\", \"2023-01-19 13:25:00.000000+00:00\", \"2021-03-08 20:36:51.000000+00:00\", \"2019-11-06 08:32:35.000000+00:00\"], \"session_ids\": [\"b9eb4e4e-2fa2-4e27-88d3-6ba959c32e35\", \"ac8e38f1-18ac-462a-b8b8-40319344dd1e\", \"8e0dc37e-f984-4dc6-a19b-256a6107833a\", \"c64b2b6f-49d7-407c-b7d5-4aa4d0c3b3be\"], \"total_duration\": 710.0, \"total_sessions\": 4, \"mean_week_duration\": 4.226}, \"53155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-19 19:05:17.000000+00:00\", \"2019-05-26 02:42:33.000000+00:00\"], \"session_ids\": [\"2e9706bc-fdc6-4f1d-b874-d59c57d9ae2e\", \"34b48e23-6e55-4b32-89e1-b18f888d54e9\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 3.859}, \"46664\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-12 16:16:05.000000+00:00\", \"2021-12-22 14:53:21.000000+00:00\"], \"session_ids\": [\"1b903735-8006-4450-833d-2e006c80948c\", \"e3496b43-e5fa-4d02-b407-7f38e3a56733\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 11.368}, \"81041\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-10-09 14:49:29.000000+00:00\", \"2022-11-12 23:11:18.000000+00:00\", \"2019-12-31 11:56:20.000000+00:00\"], \"session_ids\": [\"375f9852-05aa-4ea3-82d3-36f5a5386e39\", \"02cebcf0-b62f-440d-98f8-5ce5081ea1fa\", \"6f83aaa3-2d5c-453d-8f96-253d177dd0f7\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 0.92}, \"85858\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-10 11:59:00.000000+00:00\", \"2022-11-03 00:04:48.000000+00:00\"], \"session_ids\": [\"f783932e-6940-4bc3-9e6b-6cf68429332d\", \"d9a5d669-326c-44f9-b3f2-9dc85d91f76a\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.471}, \"53058\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-10-14 03:42:22.000000+00:00\", \"2021-01-15 07:37:11.000000+00:00\"], \"session_ids\": [\"7486ad6a-ddaa-4ad0-a1bb-776d7f0a6bbf\", \"2debf3ef-b936-411f-a6b4-afba1550c3f8\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 4.341}, \"59262\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-16 21:06:53.000000+00:00\", \"2019-01-14 21:45:39.000000+00:00\", \"2020-10-10 09:21:10.000000+00:00\", \"2020-12-27 05:19:43.000000+00:00\", \"2019-03-23 14:52:23.000000+00:00\"], \"session_ids\": [\"624310ff-4038-43f1-b78e-43d6288cd7da\", \"88fca93e-8d12-4308-98c9-f05df6aa005f\", \"18f66446-9a99-4a20-b517-2fe63dc310b8\", \"61aa8f4c-0d3e-4f6c-906e-3c728bdd57ce\", \"12476112-94da-43a1-9bbb-0c57bdc38786\"], \"total_duration\": 2628.0, \"total_sessions\": 5, \"mean_week_duration\": 25.765}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 18"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 39]]}}}\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": "Please offer data on users whose number of sessions exceeds 6 while staying below 4, exclusively 4 , execute sorting by city naming form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"95669\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-06-09 05:57:09.000000+00:00\", \"2022-05-30 05:00:22.000000+00:00\", \"2019-10-13 08:49:47.000000+00:00\", \"2020-09-02 13:50:06.000000+00:00\", \"2022-09-03 23:57:03.000000+00:00\"], \"session_ids\": [\"f5c256ac-a643-4c57-a91f-64d55422f138\", \"fc8b1bf4-f429-408d-9a9b-896f47ec7e52\", \"e792cb70-daa9-4562-b469-4b6e2022c100\", \"8923823e-b787-44d8-8dac-cbbb1500567d\", \"4e47c30a-894f-4ece-abcc-abeb5f623f57\"], \"total_duration\": 2813.0, \"total_sessions\": 5, \"mean_week_duration\": 18.629}, \"22351\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-24 17:59:45.000000+00:00\", \"2020-03-18 09:06:40.000000+00:00\"], \"session_ids\": [\"b56a7d3c-b423-45b8-8e6e-b823ce682960\", \"d11adf3f-58b2-4542-b2a0-6dba26a4de79\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.34}, \"75239\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-28 21:43:30.000000+00:00\", \"2022-06-11 21:44:38.000000+00:00\", \"2022-10-13 23:35:35.000000+00:00\"], \"session_ids\": [\"380299ca-3dc4-483b-8883-32a6e388d43c\", \"2e5569dd-16ce-46db-9839-cf82d5df09c9\", \"749f4fcd-18d0-43d2-8b07-ee95ffc5be9e\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 6.0}, \"13306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-05-08 21:31:55.000000+00:00\", \"2021-06-25 15:02:54.000000+00:00\"], \"session_ids\": [\"07bae1b9-5e85-4c9a-997b-7dc58068e5c7\", \"79497b2d-73aa-48b9-a910-f29d9e4943df\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.661}, \"76484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-11 08:05:08.000000+00:00\", \"2020-10-29 02:12:30.000000+00:00\"], \"session_ids\": [\"58319ff9-de91-4224-9730-6abbedc403f6\", \"9a24a03c-1363-404c-93d8-03ed620cd05a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}, \"75030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-14 14:19:37.000000+00:00\", \"2019-10-04 08:18:59.000000+00:00\", \"2019-09-29 04:51:46.000000+00:00\", \"2019-06-11 23:35:34.000000+00:00\", \"2019-07-21 17:11:43.000000+00:00\", \"2021-02-01 03:08:33.000000+00:00\", \"2022-10-04 21:33:06.000000+00:00\", \"2019-10-31 14:28:04.000000+00:00\", \"2022-09-19 06:15:33.000000+00:00\"], \"session_ids\": [\"78ba89ce-7eea-4ecd-9913-90b3871af7cb\", \"b5daf2cd-5027-4869-bb61-0b0386ee1777\", \"df6ef3da-49d5-434e-9f70-0590dfd6730e\", \"1f50bb59-75fb-4142-9262-f7e9dcff160a\", \"fe85e376-24f9-486f-9edd-2db10590986f\", \"bd5aaae1-edae-4dce-858e-0bffbfb83ffc\", \"f2b31535-51b1-4587-a4e8-aaff0355d0a2\", \"dc08c632-fc1e-452b-915a-ca6bb6391bd5\", \"00cf41d1-5448-4f94-a644-e2f8c0e48652\"], \"total_duration\": 261.0, \"total_sessions\": 9, \"mean_week_duration\": 1.509}, \"80852\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-30 17:26:02.000000+00:00\", \"2020-06-16 22:56:41.000000+00:00\"], \"session_ids\": [\"f7f7f80f-28dd-4129-99d5-131ce467d494\", \"be7519cd-010c-480d-affb-74829587a01f\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 2.092}, \"17662\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-06-28 13:33:42.000000+00:00\", \"2020-12-24 04:43:37.000000+00:00\", \"2023-05-29 14:03:24.000000+00:00\", \"2019-02-02 13:08:16.000000+00:00\", \"2021-12-04 19:18:24.000000+00:00\", \"2020-04-01 18:22:50.000000+00:00\", \"2019-04-27 15:46:32.000000+00:00\"], \"session_ids\": [\"fb88b505-15cd-46a2-9783-74bdc95485f4\", \"6c413156-5fa5-437d-947f-a06e1528a1bb\", \"3e358dc2-70c1-4d5e-adf8-78ded2759be6\", \"f044465a-8219-4419-85fe-d8f41daaaff0\", \"20570225-eb47-44e1-bc51-3c5c447bc2e3\", \"d953042b-dc5b-4da9-ab1c-46462ed45cc3\", \"6230e818-65c5-43ff-9501-581e10444d4a\"], \"total_duration\": 2499.0, \"total_sessions\": 7, \"mean_week_duration\": 11.058}, \"83025\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-07-10 21:36:23.000000+00:00\", \"2019-12-25 10:27:27.000000+00:00\"], \"session_ids\": [\"ecac8102-91a5-4801-bbed-fa8059f5c32e\", \"981e2fac-2ae7-41d8-931e-e4bc144b1923\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 15.586}, \"87908\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-31 09:54:12.000000+00:00\", \"2021-12-04 15:09:58.000000+00:00\"], \"session_ids\": [\"ac61e6e6-78ad-4ca0-a6b8-3c3593cd3e9d\", \"c88c7c00-1da4-464d-a80b-df17a994b22b\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 2.217}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 4 and are equal or greater than 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{\"22351\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-24 17:59:45.000000+00:00\", \"2020-03-18 09:06:40.000000+00:00\"], \"session_ids\": [\"b56a7d3c-b423-45b8-8e6e-b823ce682960\", \"d11adf3f-58b2-4542-b2a0-6dba26a4de79\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.34}, \"75239\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-28 21:43:30.000000+00:00\", \"2022-06-11 21:44:38.000000+00:00\", \"2022-10-13 23:35:35.000000+00:00\"], \"session_ids\": [\"380299ca-3dc4-483b-8883-32a6e388d43c\", \"2e5569dd-16ce-46db-9839-cf82d5df09c9\", \"749f4fcd-18d0-43d2-8b07-ee95ffc5be9e\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 6.0}, \"13306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-05-08 21:31:55.000000+00:00\", \"2021-06-25 15:02:54.000000+00:00\"], \"session_ids\": [\"07bae1b9-5e85-4c9a-997b-7dc58068e5c7\", \"79497b2d-73aa-48b9-a910-f29d9e4943df\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.661}, \"76484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-11 08:05:08.000000+00:00\", \"2020-10-29 02:12:30.000000+00:00\"], \"session_ids\": [\"58319ff9-de91-4224-9730-6abbedc403f6\", \"9a24a03c-1363-404c-93d8-03ed620cd05a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}, \"80852\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-30 17:26:02.000000+00:00\", \"2020-06-16 22:56:41.000000+00:00\"], \"session_ids\": [\"f7f7f80f-28dd-4129-99d5-131ce467d494\", \"be7519cd-010c-480d-affb-74829587a01f\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 2.092}, \"83025\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-07-10 21:36:23.000000+00:00\", \"2019-12-25 10:27:27.000000+00:00\"], \"session_ids\": [\"ecac8102-91a5-4801-bbed-fa8059f5c32e\", \"981e2fac-2ae7-41d8-931e-e4bc144b1923\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 15.586}, \"87908\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-31 09:54:12.000000+00:00\", \"2021-12-04 15:09:58.000000+00:00\"], \"session_ids\": [\"ac61e6e6-78ad-4ca0-a6b8-3c3593cd3e9d\", \"c88c7c00-1da4-464d-a80b-df17a994b22b\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 2.217}, \"75030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-14 14:19:37.000000+00:00\", \"2019-10-04 08:18:59.000000+00:00\", \"2019-09-29 04:51:46.000000+00:00\", \"2019-06-11 23:35:34.000000+00:00\", \"2019-07-21 17:11:43.000000+00:00\", \"2021-02-01 03:08:33.000000+00:00\", \"2022-10-04 21:33:06.000000+00:00\", \"2019-10-31 14:28:04.000000+00:00\", \"2022-09-19 06:15:33.000000+00:00\"], \"session_ids\": [\"78ba89ce-7eea-4ecd-9913-90b3871af7cb\", \"b5daf2cd-5027-4869-bb61-0b0386ee1777\", \"df6ef3da-49d5-434e-9f70-0590dfd6730e\", \"1f50bb59-75fb-4142-9262-f7e9dcff160a\", \"fe85e376-24f9-486f-9edd-2db10590986f\", \"bd5aaae1-edae-4dce-858e-0bffbfb83ffc\", \"f2b31535-51b1-4587-a4e8-aaff0355d0a2\", \"dc08c632-fc1e-452b-915a-ca6bb6391bd5\", \"00cf41d1-5448-4f94-a644-e2f8c0e48652\"], \"total_duration\": 261.0, \"total_sessions\": 9, \"mean_week_duration\": 1.509}, \"17662\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-06-28 13:33:42.000000+00:00\", \"2020-12-24 04:43:37.000000+00:00\", \"2023-05-29 14:03:24.000000+00:00\", \"2019-02-02 13:08:16.000000+00:00\", \"2021-12-04 19:18:24.000000+00:00\", \"2020-04-01 18:22:50.000000+00:00\", \"2019-04-27 15:46:32.000000+00:00\"], \"session_ids\": [\"fb88b505-15cd-46a2-9783-74bdc95485f4\", \"6c413156-5fa5-437d-947f-a06e1528a1bb\", \"3e358dc2-70c1-4d5e-adf8-78ded2759be6\", \"f044465a-8219-4419-85fe-d8f41daaaff0\", \"20570225-eb47-44e1-bc51-3c5c447bc2e3\", \"d953042b-dc5b-4da9-ab1c-46462ed45cc3\", \"6230e818-65c5-43ff-9501-581e10444d4a\"], \"total_duration\": 2499.0, \"total_sessions\": 7, \"mean_week_duration\": 11.058}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80852\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-30 17:26:02.000000+00:00\", \"2020-06-16 22:56:41.000000+00:00\"], \"session_ids\": [\"f7f7f80f-28dd-4129-99d5-131ce467d494\", \"be7519cd-010c-480d-affb-74829587a01f\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 2.092}}, {\"75239\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-28 21:43:30.000000+00:00\", \"2022-06-11 21:44:38.000000+00:00\", \"2022-10-13 23:35:35.000000+00:00\"], \"session_ids\": [\"380299ca-3dc4-483b-8883-32a6e388d43c\", \"2e5569dd-16ce-46db-9839-cf82d5df09c9\", \"749f4fcd-18d0-43d2-8b07-ee95ffc5be9e\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 6.0}}, {\"75030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-14 14:19:37.000000+00:00\", \"2019-10-04 08:18:59.000000+00:00\", \"2019-09-29 04:51:46.000000+00:00\", \"2019-06-11 23:35:34.000000+00:00\", \"2019-07-21 17:11:43.000000+00:00\", \"2021-02-01 03:08:33.000000+00:00\", \"2022-10-04 21:33:06.000000+00:00\", \"2019-10-31 14:28:04.000000+00:00\", \"2022-09-19 06:15:33.000000+00:00\"], \"session_ids\": [\"78ba89ce-7eea-4ecd-9913-90b3871af7cb\", \"b5daf2cd-5027-4869-bb61-0b0386ee1777\", \"df6ef3da-49d5-434e-9f70-0590dfd6730e\", \"1f50bb59-75fb-4142-9262-f7e9dcff160a\", \"fe85e376-24f9-486f-9edd-2db10590986f\", \"bd5aaae1-edae-4dce-858e-0bffbfb83ffc\", \"f2b31535-51b1-4587-a4e8-aaff0355d0a2\", \"dc08c632-fc1e-452b-915a-ca6bb6391bd5\", \"00cf41d1-5448-4f94-a644-e2f8c0e48652\"], \"total_duration\": 261.0, \"total_sessions\": 9, \"mean_week_duration\": 1.509}}, {\"22351\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-24 17:59:45.000000+00:00\", \"2020-03-18 09:06:40.000000+00:00\"], \"session_ids\": [\"b56a7d3c-b423-45b8-8e6e-b823ce682960\", \"d11adf3f-58b2-4542-b2a0-6dba26a4de79\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.34}}, {\"87908\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-31 09:54:12.000000+00:00\", \"2021-12-04 15:09:58.000000+00:00\"], \"session_ids\": [\"ac61e6e6-78ad-4ca0-a6b8-3c3593cd3e9d\", \"c88c7c00-1da4-464d-a80b-df17a994b22b\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 2.217}}, {\"83025\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-07-10 21:36:23.000000+00:00\", \"2019-12-25 10:27:27.000000+00:00\"], \"session_ids\": [\"ecac8102-91a5-4801-bbed-fa8059f5c32e\", \"981e2fac-2ae7-41d8-931e-e4bc144b1923\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 15.586}}, {\"17662\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-06-28 13:33:42.000000+00:00\", \"2020-12-24 04:43:37.000000+00:00\", \"2023-05-29 14:03:24.000000+00:00\", \"2019-02-02 13:08:16.000000+00:00\", \"2021-12-04 19:18:24.000000+00:00\", \"2020-04-01 18:22:50.000000+00:00\", \"2019-04-27 15:46:32.000000+00:00\"], \"session_ids\": [\"fb88b505-15cd-46a2-9783-74bdc95485f4\", \"6c413156-5fa5-437d-947f-a06e1528a1bb\", \"3e358dc2-70c1-4d5e-adf8-78ded2759be6\", \"f044465a-8219-4419-85fe-d8f41daaaff0\", \"20570225-eb47-44e1-bc51-3c5c447bc2e3\", \"d953042b-dc5b-4da9-ab1c-46462ed45cc3\", \"6230e818-65c5-43ff-9501-581e10444d4a\"], \"total_duration\": 2499.0, \"total_sessions\": 7, \"mean_week_duration\": 11.058}}, {\"13306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-05-08 21:31:55.000000+00:00\", \"2021-06-25 15:02:54.000000+00:00\"], \"session_ids\": [\"07bae1b9-5e85-4c9a-997b-7dc58068e5c7\", \"79497b2d-73aa-48b9-a910-f29d9e4943df\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.661}}, {\"76484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-11 08:05:08.000000+00:00\", \"2020-10-29 02:12:30.000000+00:00\"], \"session_ids\": [\"58319ff9-de91-4224-9730-6abbedc403f6\", \"9a24a03c-1363-404c-93d8-03ed620cd05a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}}]\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[{\"80852\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-30 17:26:02.000000+00:00\", \"2020-06-16 22:56:41.000000+00:00\"], \"session_ids\": [\"f7f7f80f-28dd-4129-99d5-131ce467d494\", \"be7519cd-010c-480d-affb-74829587a01f\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 2.092}}, {\"75239\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-28 21:43:30.000000+00:00\", \"2022-06-11 21:44:38.000000+00:00\", \"2022-10-13 23:35:35.000000+00:00\"], \"session_ids\": [\"380299ca-3dc4-483b-8883-32a6e388d43c\", \"2e5569dd-16ce-46db-9839-cf82d5df09c9\", \"749f4fcd-18d0-43d2-8b07-ee95ffc5be9e\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 6.0}}, {\"75030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-14 14:19:37.000000+00:00\", \"2019-10-04 08:18:59.000000+00:00\", \"2019-09-29 04:51:46.000000+00:00\", \"2019-06-11 23:35:34.000000+00:00\", \"2019-07-21 17:11:43.000000+00:00\", \"2021-02-01 03:08:33.000000+00:00\", \"2022-10-04 21:33:06.000000+00:00\", \"2019-10-31 14:28:04.000000+00:00\", \"2022-09-19 06:15:33.000000+00:00\"], \"session_ids\": [\"78ba89ce-7eea-4ecd-9913-90b3871af7cb\", \"b5daf2cd-5027-4869-bb61-0b0386ee1777\", \"df6ef3da-49d5-434e-9f70-0590dfd6730e\", \"1f50bb59-75fb-4142-9262-f7e9dcff160a\", \"fe85e376-24f9-486f-9edd-2db10590986f\", \"bd5aaae1-edae-4dce-858e-0bffbfb83ffc\", \"f2b31535-51b1-4587-a4e8-aaff0355d0a2\", \"dc08c632-fc1e-452b-915a-ca6bb6391bd5\", \"00cf41d1-5448-4f94-a644-e2f8c0e48652\"], \"total_duration\": 261.0, \"total_sessions\": 9, \"mean_week_duration\": 1.509}}, {\"22351\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-24 17:59:45.000000+00:00\", \"2020-03-18 09:06:40.000000+00:00\"], \"session_ids\": [\"b56a7d3c-b423-45b8-8e6e-b823ce682960\", \"d11adf3f-58b2-4542-b2a0-6dba26a4de79\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.34}}, {\"87908\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-31 09:54:12.000000+00:00\", \"2021-12-04 15:09:58.000000+00:00\"], \"session_ids\": [\"ac61e6e6-78ad-4ca0-a6b8-3c3593cd3e9d\", \"c88c7c00-1da4-464d-a80b-df17a994b22b\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 2.217}}, {\"83025\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-07-10 21:36:23.000000+00:00\", \"2019-12-25 10:27:27.000000+00:00\"], \"session_ids\": [\"ecac8102-91a5-4801-bbed-fa8059f5c32e\", \"981e2fac-2ae7-41d8-931e-e4bc144b1923\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 15.586}}, {\"17662\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-06-28 13:33:42.000000+00:00\", \"2020-12-24 04:43:37.000000+00:00\", \"2023-05-29 14:03:24.000000+00:00\", \"2019-02-02 13:08:16.000000+00:00\", \"2021-12-04 19:18:24.000000+00:00\", \"2020-04-01 18:22:50.000000+00:00\", \"2019-04-27 15:46:32.000000+00:00\"], \"session_ids\": [\"fb88b505-15cd-46a2-9783-74bdc95485f4\", \"6c413156-5fa5-437d-947f-a06e1528a1bb\", \"3e358dc2-70c1-4d5e-adf8-78ded2759be6\", \"f044465a-8219-4419-85fe-d8f41daaaff0\", \"20570225-eb47-44e1-bc51-3c5c447bc2e3\", \"d953042b-dc5b-4da9-ab1c-46462ed45cc3\", \"6230e818-65c5-43ff-9501-581e10444d4a\"], \"total_duration\": 2499.0, \"total_sessions\": 7, \"mean_week_duration\": 11.058}}, {\"13306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-05-08 21:31:55.000000+00:00\", \"2021-06-25 15:02:54.000000+00:00\"], \"session_ids\": [\"07bae1b9-5e85-4c9a-997b-7dc58068e5c7\", \"79497b2d-73aa-48b9-a910-f29d9e4943df\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.661}}, {\"76484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-11 08:05:08.000000+00:00\", \"2020-10-29 02:12:30.000000+00:00\"], \"session_ids\": [\"58319ff9-de91-4224-9730-6abbedc403f6\", \"9a24a03c-1363-404c-93d8-03ed620cd05a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 4 users with a total_sessions that is below 4 additionaly do sorting by total duration amount in asc also provide me only with 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{\"19654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-10-30 08:58:46.000000+00:00\", \"2022-04-14 15:48:22.000000+00:00\"], \"session_ids\": [\"07e657d9-7566-4fed-b18e-bb2172b3fa72\", \"164d6867-086d-4755-967e-e33ba6189aaa\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.147}, \"50348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-24 21:19:05.000000+00:00\", \"2020-08-20 23:38:06.000000+00:00\"], \"session_ids\": [\"05900e54-1519-498a-a213-836c1cb9449f\", \"cde17688-4354-4a96-bf3c-b92cff75460b\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}, \"22020\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-07 23:14:14.000000+00:00\", \"2020-07-19 16:01:41.000000+00:00\", \"2019-03-21 18:58:13.000000+00:00\", \"2020-11-03 09:14:19.000000+00:00\"], \"session_ids\": [\"6a479cfb-3c48-44e1-b5db-85529f813b02\", \"4df07042-795e-43ee-9c3e-0d1b4fcdc9f4\", \"526dc176-a603-4ec0-974f-572dd965083c\", \"39f75a3e-c890-4e4d-8fb5-3c6d036df1b9\"], \"total_duration\": 2164.0, \"total_sessions\": 4, \"mean_week_duration\": 11.634}, \"49033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-09 05:45:37.000000+00:00\", \"2023-06-12 00:23:50.000000+00:00\"], \"session_ids\": [\"34379682-f1f9-49fc-8966-9c37d002403f\", \"bae97f10-9d8f-4b18-ac0e-b1bddb9a1082\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}, \"6356\": {\"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}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-07 12:28:20.000000+00:00\", \"2022-03-25 09:21:49.000000+00:00\", \"2022-05-07 23:24:56.000000+00:00\", \"2020-11-10 04:13:52.000000+00:00\"], \"session_ids\": [\"8f6ebada-4e8e-4226-9ea8-7d01f3cb50a6\", \"909a88c7-4b8f-42b4-b488-c7e27d3b7c94\", \"fd5421fa-51f7-4849-9342-0da66ffd2606\", \"e9c35010-f753-4e55-bb72-e99040260b9f\"], \"total_duration\": 1008.0, \"total_sessions\": 4, \"mean_week_duration\": 8.0}, \"97213\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-27 13:08:56.000000+00:00\", \"2022-01-09 10:06:57.000000+00:00\", \"2021-10-03 15:32:57.000000+00:00\", \"2019-11-05 00:42:24.000000+00:00\", \"2020-12-24 18:41:42.000000+00:00\", \"2020-07-03 16:58:29.000000+00:00\"], \"session_ids\": [\"cd84aa1b-e90a-48d4-ae88-17b738575df5\", \"ea53acee-9ad3-4eb5-b4c3-05101d5e9062\", \"fead972f-0e14-4067-93ae-00d5cb4c42f8\", \"3fc7707d-3ccb-4b1a-bc6a-adf8e02fe199\", \"754a3bd4-4ecd-4697-a700-70ef4afd49ba\", \"24b989e8-6f4c-4ffa-b4eb-c5d9582d9d6d\"], \"total_duration\": 3228.0, \"total_sessions\": 6, \"mean_week_duration\": 20.692}, \"15860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-08 08:16:06.000000+00:00\", \"2020-03-22 22:06:50.000000+00:00\", \"2019-09-17 06:01:27.000000+00:00\"], \"session_ids\": [\"7afff85c-2c8c-4c61-8f19-ebcc4dcaa391\", \"f4d01a52-4af5-4cbc-bc4f-3be06f60dc0b\", \"9fa6a87e-1f96-4243-9a22-29dc498adcf0\"], \"total_duration\": 160.0, \"total_sessions\": 3, \"mean_week_duration\": 0.925}, \"4540\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-19 03:26:50.000000+00:00\", \"2022-01-11 12:49:05.000000+00:00\", \"2022-07-12 04:31:51.000000+00:00\"], \"session_ids\": [\"49cce039-b05d-4d4d-9d8d-1efaaf31a5a4\", \"3a99a617-a852-45e2-9843-0724da83d887\", \"3a1fb807-ad67-4c60-8b10-601c2f047b16\"], \"total_duration\": 733.0, \"total_sessions\": 3, \"mean_week_duration\": 5.47}, \"53563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-19 21:15:14.000000+00:00\", \"2021-09-10 03:05:42.000000+00:00\", \"2023-03-30 19:03:11.000000+00:00\", \"2020-06-15 15:57:29.000000+00:00\", \"2022-08-05 19:40:06.000000+00:00\"], \"session_ids\": [\"c5ccd890-be31-4a47-a2f4-a2b59f0ca423\", \"80fd6e27-aa86-4160-b246-0dcc3b147dad\", \"2bc7b4ee-813f-4844-92f7-15f457ee6bbe\", \"5a813640-37c2-467e-9402-7f89b97efd56\", \"edb43090-8d09-4a04-bf37-9489904fd2a7\"], \"total_duration\": 617.0, \"total_sessions\": 5, \"mean_week_duration\": 4.226}, \"16181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-01 19:07:45.000000+00:00\", \"2019-08-21 05:35:51.000000+00:00\", \"2023-06-01 04:38:24.000000+00:00\", \"2019-11-15 04:40:20.000000+00:00\", \"2020-04-12 20:00:04.000000+00:00\"], \"session_ids\": [\"7e5be21d-e057-48bd-8e6b-520fde1ca9ca\", \"e0b239dc-9319-4e19-a559-db53913acd59\", \"9ae8f1d3-f90b-420c-9f97-ac108221ec7a\", \"8fe6f33a-6662-4244-a5e0-247cb3a1cf9e\", \"c6236738-b558-4e4e-9f9b-9814e5455f02\"], \"total_duration\": 1360.0, \"total_sessions\": 5, \"mean_week_duration\": 6.904}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-10-30 08:58:46.000000+00:00\", \"2022-04-14 15:48:22.000000+00:00\"], \"session_ids\": [\"07e657d9-7566-4fed-b18e-bb2172b3fa72\", \"164d6867-086d-4755-967e-e33ba6189aaa\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.147}, \"50348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-24 21:19:05.000000+00:00\", \"2020-08-20 23:38:06.000000+00:00\"], \"session_ids\": [\"05900e54-1519-498a-a213-836c1cb9449f\", \"cde17688-4354-4a96-bf3c-b92cff75460b\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}, \"22020\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-07 23:14:14.000000+00:00\", \"2020-07-19 16:01:41.000000+00:00\", \"2019-03-21 18:58:13.000000+00:00\", \"2020-11-03 09:14:19.000000+00:00\"], \"session_ids\": [\"6a479cfb-3c48-44e1-b5db-85529f813b02\", \"4df07042-795e-43ee-9c3e-0d1b4fcdc9f4\", \"526dc176-a603-4ec0-974f-572dd965083c\", \"39f75a3e-c890-4e4d-8fb5-3c6d036df1b9\"], \"total_duration\": 2164.0, \"total_sessions\": 4, \"mean_week_duration\": 11.634}, \"49033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-09 05:45:37.000000+00:00\", \"2023-06-12 00:23:50.000000+00:00\"], \"session_ids\": [\"34379682-f1f9-49fc-8966-9c37d002403f\", \"bae97f10-9d8f-4b18-ac0e-b1bddb9a1082\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}, \"6356\": {\"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}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-07 12:28:20.000000+00:00\", \"2022-03-25 09:21:49.000000+00:00\", \"2022-05-07 23:24:56.000000+00:00\", \"2020-11-10 04:13:52.000000+00:00\"], \"session_ids\": [\"8f6ebada-4e8e-4226-9ea8-7d01f3cb50a6\", \"909a88c7-4b8f-42b4-b488-c7e27d3b7c94\", \"fd5421fa-51f7-4849-9342-0da66ffd2606\", \"e9c35010-f753-4e55-bb72-e99040260b9f\"], \"total_duration\": 1008.0, \"total_sessions\": 4, \"mean_week_duration\": 8.0}, \"15860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-08 08:16:06.000000+00:00\", \"2020-03-22 22:06:50.000000+00:00\", \"2019-09-17 06:01:27.000000+00:00\"], \"session_ids\": [\"7afff85c-2c8c-4c61-8f19-ebcc4dcaa391\", \"f4d01a52-4af5-4cbc-bc4f-3be06f60dc0b\", \"9fa6a87e-1f96-4243-9a22-29dc498adcf0\"], \"total_duration\": 160.0, \"total_sessions\": 3, \"mean_week_duration\": 0.925}, \"4540\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-19 03:26:50.000000+00:00\", \"2022-01-11 12:49:05.000000+00:00\", \"2022-07-12 04:31:51.000000+00:00\"], \"session_ids\": [\"49cce039-b05d-4d4d-9d8d-1efaaf31a5a4\", \"3a99a617-a852-45e2-9843-0724da83d887\", \"3a1fb807-ad67-4c60-8b10-601c2f047b16\"], \"total_duration\": 733.0, \"total_sessions\": 3, \"mean_week_duration\": 5.47}}\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[{\"19654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-10-30 08:58:46.000000+00:00\", \"2022-04-14 15:48:22.000000+00:00\"], \"session_ids\": [\"07e657d9-7566-4fed-b18e-bb2172b3fa72\", \"164d6867-086d-4755-967e-e33ba6189aaa\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.147}}, {\"15860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-08 08:16:06.000000+00:00\", \"2020-03-22 22:06:50.000000+00:00\", \"2019-09-17 06:01:27.000000+00:00\"], \"session_ids\": [\"7afff85c-2c8c-4c61-8f19-ebcc4dcaa391\", \"f4d01a52-4af5-4cbc-bc4f-3be06f60dc0b\", \"9fa6a87e-1f96-4243-9a22-29dc498adcf0\"], \"total_duration\": 160.0, \"total_sessions\": 3, \"mean_week_duration\": 0.925}}, {\"50348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-24 21:19:05.000000+00:00\", \"2020-08-20 23:38:06.000000+00:00\"], \"session_ids\": [\"05900e54-1519-498a-a213-836c1cb9449f\", \"cde17688-4354-4a96-bf3c-b92cff75460b\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}}, {\"49033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-09 05:45:37.000000+00:00\", \"2023-06-12 00:23:50.000000+00:00\"], \"session_ids\": [\"34379682-f1f9-49fc-8966-9c37d002403f\", \"bae97f10-9d8f-4b18-ac0e-b1bddb9a1082\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}}, {\"4540\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-19 03:26:50.000000+00:00\", \"2022-01-11 12:49:05.000000+00:00\", \"2022-07-12 04:31:51.000000+00:00\"], \"session_ids\": [\"49cce039-b05d-4d4d-9d8d-1efaaf31a5a4\", \"3a99a617-a852-45e2-9843-0724da83d887\", \"3a1fb807-ad67-4c60-8b10-601c2f047b16\"], \"total_duration\": 733.0, \"total_sessions\": 3, \"mean_week_duration\": 5.47}}, {\"6356\": {\"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}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-07 12:28:20.000000+00:00\", \"2022-03-25 09:21:49.000000+00:00\", \"2022-05-07 23:24:56.000000+00:00\", \"2020-11-10 04:13:52.000000+00:00\"], \"session_ids\": [\"8f6ebada-4e8e-4226-9ea8-7d01f3cb50a6\", \"909a88c7-4b8f-42b4-b488-c7e27d3b7c94\", \"fd5421fa-51f7-4849-9342-0da66ffd2606\", \"e9c35010-f753-4e55-bb72-e99040260b9f\"], \"total_duration\": 1008.0, \"total_sessions\": 4, \"mean_week_duration\": 8.0}}, {\"22020\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-07 23:14:14.000000+00:00\", \"2020-07-19 16:01:41.000000+00:00\", \"2019-03-21 18:58:13.000000+00:00\", \"2020-11-03 09:14:19.000000+00:00\"], \"session_ids\": [\"6a479cfb-3c48-44e1-b5db-85529f813b02\", \"4df07042-795e-43ee-9c3e-0d1b4fcdc9f4\", \"526dc176-a603-4ec0-974f-572dd965083c\", \"39f75a3e-c890-4e4d-8fb5-3c6d036df1b9\"], \"total_duration\": 2164.0, \"total_sessions\": 4, \"mean_week_duration\": 11.634}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"19654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-10-30 08:58:46.000000+00:00\", \"2022-04-14 15:48:22.000000+00:00\"], \"session_ids\": [\"07e657d9-7566-4fed-b18e-bb2172b3fa72\", \"164d6867-086d-4755-967e-e33ba6189aaa\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.147}}, {\"15860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-08 08:16:06.000000+00:00\", \"2020-03-22 22:06:50.000000+00:00\", \"2019-09-17 06:01:27.000000+00:00\"], \"session_ids\": [\"7afff85c-2c8c-4c61-8f19-ebcc4dcaa391\", \"f4d01a52-4af5-4cbc-bc4f-3be06f60dc0b\", \"9fa6a87e-1f96-4243-9a22-29dc498adcf0\"], \"total_duration\": 160.0, \"total_sessions\": 3, \"mean_week_duration\": 0.925}}, {\"50348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-24 21:19:05.000000+00:00\", \"2020-08-20 23:38:06.000000+00:00\"], \"session_ids\": [\"05900e54-1519-498a-a213-836c1cb9449f\", \"cde17688-4354-4a96-bf3c-b92cff75460b\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}}, {\"49033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-09 05:45:37.000000+00:00\", \"2023-06-12 00:23:50.000000+00:00\"], \"session_ids\": [\"34379682-f1f9-49fc-8966-9c37d002403f\", \"bae97f10-9d8f-4b18-ac0e-b1bddb9a1082\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}}]\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[{\"19654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-10-30 08:58:46.000000+00:00\", \"2022-04-14 15:48:22.000000+00:00\"], \"session_ids\": [\"07e657d9-7566-4fed-b18e-bb2172b3fa72\", \"164d6867-086d-4755-967e-e33ba6189aaa\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.147}}, {\"15860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-08 08:16:06.000000+00:00\", \"2020-03-22 22:06:50.000000+00:00\", \"2019-09-17 06:01:27.000000+00:00\"], \"session_ids\": [\"7afff85c-2c8c-4c61-8f19-ebcc4dcaa391\", \"f4d01a52-4af5-4cbc-bc4f-3be06f60dc0b\", \"9fa6a87e-1f96-4243-9a22-29dc498adcf0\"], \"total_duration\": 160.0, \"total_sessions\": 3, \"mean_week_duration\": 0.925}}, {\"50348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-24 21:19:05.000000+00:00\", \"2020-08-20 23:38:06.000000+00:00\"], \"session_ids\": [\"05900e54-1519-498a-a213-836c1cb9449f\", \"cde17688-4354-4a96-bf3c-b92cff75460b\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}}, {\"49033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-09 05:45:37.000000+00:00\", \"2023-06-12 00:23:50.000000+00:00\"], \"session_ids\": [\"34379682-f1f9-49fc-8966-9c37d002403f\", \"bae97f10-9d8f-4b18-ac0e-b1bddb9a1082\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding user whose total_sessions is strictly bigger than 10 and smaller than 5 and carry out sorting by average of total time spent in the app 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{\"67822\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-03-16 14:08:52.000000+00:00\", \"2021-11-25 19:36:37.000000+00:00\", \"2021-03-10 22:51:38.000000+00:00\", \"2019-06-12 20:15:27.000000+00:00\"], \"session_ids\": [\"18737565-7aa6-42ae-a621-d7eaa34fea9d\", \"7e1870b0-b7db-46f5-be97-873134e2c666\", \"94d69252-2943-4d45-9a85-148c5a3beea5\", \"bb0399e1-c9af-4266-afe5-782525cc6e51\"], \"total_duration\": 898.0, \"total_sessions\": 4, \"mean_week_duration\": 6.369}, \"75761\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-09 05:10:32.000000+00:00\", \"2021-01-27 04:37:47.000000+00:00\"], \"session_ids\": [\"7e15823a-8481-40c0-9b71-f3285a67c6d0\", \"0e6a4fef-5730-49aa-b69d-472cedc5eae9\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 9.069}, \"76671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-15 08:26:55.000000+00:00\", \"2019-02-18 05:26:26.000000+00:00\"], \"session_ids\": [\"92054af4-5141-40da-b315-5bc9e5d0e844\", \"078c389e-6bdb-410a-902a-8b89d2a0b1c7\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 0.851}, \"93509\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-06 07:23:56.000000+00:00\", \"2021-07-02 21:47:38.000000+00:00\"], \"session_ids\": [\"146763bd-0fad-4304-b1e1-9db322649fa0\", \"aa825ca5-89c5-407b-bf60-9ac7b6429e0b\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.204}, \"16252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-07-16 14:27:18.000000+00:00\", \"2022-08-31 08:42:14.000000+00:00\"], \"session_ids\": [\"4cd38a06-bea4-43a8-a3c2-f46bf400b267\", \"445c1c5c-4a37-4b2a-9a86-1f1cf36c24a5\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 3.063}, \"87875\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-18 14:54:58.000000+00:00\", \"2023-02-28 15:38:28.000000+00:00\"], \"session_ids\": [\"c8e5257c-3793-419c-91c2-01b0ee06b7bb\", \"487dcc05-57ba-483c-a1c7-ae55b53d3620\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.03}, \"79564\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-08-17 13:56:54.000000+00:00\", \"2021-05-11 21:38:40.000000+00:00\", \"2021-03-13 15:16:00.000000+00:00\"], \"session_ids\": [\"545fe0ec-b5be-44f8-8a94-458b21af2fd9\", \"b61957bd-014d-435a-bfae-a62b72f0caf0\", \"99c64e07-d5d9-4725-b889-918e7d6894c2\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 2.286}, \"92849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-09 03:23:15.000000+00:00\", \"2020-12-01 19:45:37.000000+00:00\", \"2022-04-05 23:04:47.000000+00:00\"], \"session_ids\": [\"1efb9e0f-d3ad-45d8-a73f-92d62b928066\", \"7bda9263-b10a-43d4-a801-fb3e918362a0\", \"92378492-2f6f-4cb8-b95b-cf9c7ddba883\"], \"total_duration\": 340.0, \"total_sessions\": 3, \"mean_week_duration\": 4.595}, \"34285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-30 21:07:26.000000+00:00\", \"2020-06-19 06:50:29.000000+00:00\"], \"session_ids\": [\"a6cef7c8-fd48-4230-86b2-c3eac2be7328\", \"90a20eeb-401d-496d-8d05-c6dd8378dff7\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.833}, \"26031\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-03-23 09:52:34.000000+00:00\", \"2023-04-25 15:10:35.000000+00:00\"], \"session_ids\": [\"88f648c9-6dae-43a9-8191-0ab829644884\", \"9bce887b-54ca-4c02-8412-7b174deceb3b\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.368}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 5 and are greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[5, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67822\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-03-16 14:08:52.000000+00:00\", \"2021-11-25 19:36:37.000000+00:00\", \"2021-03-10 22:51:38.000000+00:00\", \"2019-06-12 20:15:27.000000+00:00\"], \"session_ids\": [\"18737565-7aa6-42ae-a621-d7eaa34fea9d\", \"7e1870b0-b7db-46f5-be97-873134e2c666\", \"94d69252-2943-4d45-9a85-148c5a3beea5\", \"bb0399e1-c9af-4266-afe5-782525cc6e51\"], \"total_duration\": 898.0, \"total_sessions\": 4, \"mean_week_duration\": 6.369}, \"75761\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-09 05:10:32.000000+00:00\", \"2021-01-27 04:37:47.000000+00:00\"], \"session_ids\": [\"7e15823a-8481-40c0-9b71-f3285a67c6d0\", \"0e6a4fef-5730-49aa-b69d-472cedc5eae9\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 9.069}, \"76671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-15 08:26:55.000000+00:00\", \"2019-02-18 05:26:26.000000+00:00\"], \"session_ids\": [\"92054af4-5141-40da-b315-5bc9e5d0e844\", \"078c389e-6bdb-410a-902a-8b89d2a0b1c7\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 0.851}, \"93509\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-06 07:23:56.000000+00:00\", \"2021-07-02 21:47:38.000000+00:00\"], \"session_ids\": [\"146763bd-0fad-4304-b1e1-9db322649fa0\", \"aa825ca5-89c5-407b-bf60-9ac7b6429e0b\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.204}, \"16252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-07-16 14:27:18.000000+00:00\", \"2022-08-31 08:42:14.000000+00:00\"], \"session_ids\": [\"4cd38a06-bea4-43a8-a3c2-f46bf400b267\", \"445c1c5c-4a37-4b2a-9a86-1f1cf36c24a5\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 3.063}, \"87875\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-18 14:54:58.000000+00:00\", \"2023-02-28 15:38:28.000000+00:00\"], \"session_ids\": [\"c8e5257c-3793-419c-91c2-01b0ee06b7bb\", \"487dcc05-57ba-483c-a1c7-ae55b53d3620\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.03}, \"79564\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-08-17 13:56:54.000000+00:00\", \"2021-05-11 21:38:40.000000+00:00\", \"2021-03-13 15:16:00.000000+00:00\"], \"session_ids\": [\"545fe0ec-b5be-44f8-8a94-458b21af2fd9\", \"b61957bd-014d-435a-bfae-a62b72f0caf0\", \"99c64e07-d5d9-4725-b889-918e7d6894c2\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 2.286}, \"92849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-09 03:23:15.000000+00:00\", \"2020-12-01 19:45:37.000000+00:00\", \"2022-04-05 23:04:47.000000+00:00\"], \"session_ids\": [\"1efb9e0f-d3ad-45d8-a73f-92d62b928066\", \"7bda9263-b10a-43d4-a801-fb3e918362a0\", \"92378492-2f6f-4cb8-b95b-cf9c7ddba883\"], \"total_duration\": 340.0, \"total_sessions\": 3, \"mean_week_duration\": 4.595}, \"34285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-30 21:07:26.000000+00:00\", \"2020-06-19 06:50:29.000000+00:00\"], \"session_ids\": [\"a6cef7c8-fd48-4230-86b2-c3eac2be7328\", \"90a20eeb-401d-496d-8d05-c6dd8378dff7\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.833}, \"26031\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-03-23 09:52:34.000000+00:00\", \"2023-04-25 15:10:35.000000+00:00\"], \"session_ids\": [\"88f648c9-6dae-43a9-8191-0ab829644884\", \"9bce887b-54ca-4c02-8412-7b174deceb3b\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.368}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93509\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-06 07:23:56.000000+00:00\", \"2021-07-02 21:47:38.000000+00:00\"], \"session_ids\": [\"146763bd-0fad-4304-b1e1-9db322649fa0\", \"aa825ca5-89c5-407b-bf60-9ac7b6429e0b\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.204}}, {\"26031\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-03-23 09:52:34.000000+00:00\", \"2023-04-25 15:10:35.000000+00:00\"], \"session_ids\": [\"88f648c9-6dae-43a9-8191-0ab829644884\", \"9bce887b-54ca-4c02-8412-7b174deceb3b\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.368}}, {\"76671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-15 08:26:55.000000+00:00\", \"2019-02-18 05:26:26.000000+00:00\"], \"session_ids\": [\"92054af4-5141-40da-b315-5bc9e5d0e844\", \"078c389e-6bdb-410a-902a-8b89d2a0b1c7\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 0.851}}, {\"87875\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-18 14:54:58.000000+00:00\", \"2023-02-28 15:38:28.000000+00:00\"], \"session_ids\": [\"c8e5257c-3793-419c-91c2-01b0ee06b7bb\", \"487dcc05-57ba-483c-a1c7-ae55b53d3620\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.03}}, {\"34285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-30 21:07:26.000000+00:00\", \"2020-06-19 06:50:29.000000+00:00\"], \"session_ids\": [\"a6cef7c8-fd48-4230-86b2-c3eac2be7328\", \"90a20eeb-401d-496d-8d05-c6dd8378dff7\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.833}}, {\"79564\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-08-17 13:56:54.000000+00:00\", \"2021-05-11 21:38:40.000000+00:00\", \"2021-03-13 15:16:00.000000+00:00\"], \"session_ids\": [\"545fe0ec-b5be-44f8-8a94-458b21af2fd9\", \"b61957bd-014d-435a-bfae-a62b72f0caf0\", \"99c64e07-d5d9-4725-b889-918e7d6894c2\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 2.286}}, {\"16252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-07-16 14:27:18.000000+00:00\", \"2022-08-31 08:42:14.000000+00:00\"], \"session_ids\": [\"4cd38a06-bea4-43a8-a3c2-f46bf400b267\", \"445c1c5c-4a37-4b2a-9a86-1f1cf36c24a5\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 3.063}}, {\"92849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-09 03:23:15.000000+00:00\", \"2020-12-01 19:45:37.000000+00:00\", \"2022-04-05 23:04:47.000000+00:00\"], \"session_ids\": [\"1efb9e0f-d3ad-45d8-a73f-92d62b928066\", \"7bda9263-b10a-43d4-a801-fb3e918362a0\", \"92378492-2f6f-4cb8-b95b-cf9c7ddba883\"], \"total_duration\": 340.0, \"total_sessions\": 3, \"mean_week_duration\": 4.595}}, {\"67822\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-03-16 14:08:52.000000+00:00\", \"2021-11-25 19:36:37.000000+00:00\", \"2021-03-10 22:51:38.000000+00:00\", \"2019-06-12 20:15:27.000000+00:00\"], \"session_ids\": [\"18737565-7aa6-42ae-a621-d7eaa34fea9d\", \"7e1870b0-b7db-46f5-be97-873134e2c666\", \"94d69252-2943-4d45-9a85-148c5a3beea5\", \"bb0399e1-c9af-4266-afe5-782525cc6e51\"], \"total_duration\": 898.0, \"total_sessions\": 4, \"mean_week_duration\": 6.369}}, {\"75761\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-09 05:10:32.000000+00:00\", \"2021-01-27 04:37:47.000000+00:00\"], \"session_ids\": [\"7e15823a-8481-40c0-9b71-f3285a67c6d0\", \"0e6a4fef-5730-49aa-b69d-472cedc5eae9\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 9.069}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93509\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-06 07:23:56.000000+00:00\", \"2021-07-02 21:47:38.000000+00:00\"], \"session_ids\": [\"146763bd-0fad-4304-b1e1-9db322649fa0\", \"aa825ca5-89c5-407b-bf60-9ac7b6429e0b\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.204}}]\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[{\"93509\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-06 07:23:56.000000+00:00\", \"2021-07-02 21:47:38.000000+00:00\"], \"session_ids\": [\"146763bd-0fad-4304-b1e1-9db322649fa0\", \"aa825ca5-89c5-407b-bf60-9ac7b6429e0b\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.204}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 4 users who have total_sessions strictly bigger than 9 and smaller than 3 , and sort by town title asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20359\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-05-30 06:08:40.000000+00:00\", \"2021-10-02 23:44:54.000000+00:00\", \"2023-04-03 14:47:45.000000+00:00\", \"2023-02-22 03:10:49.000000+00:00\"], \"session_ids\": [\"d8cf4d8d-a41d-41e2-a34b-93427684fe50\", \"0d12246a-bfaa-46a1-9912-e7f268dd94a1\", \"a60b5c49-3f04-476d-87cf-344c66023cbb\", \"716e090f-aa4c-4401-a0bf-31b2954fd05c\"], \"total_duration\": 395.0, \"total_sessions\": 4, \"mean_week_duration\": 1.965}, \"27406\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-04 09:09:19.000000+00:00\", \"2022-05-18 08:52:57.000000+00:00\"], \"session_ids\": [\"9ec29df2-4490-4097-907a-f0dc1680c76a\", \"1d8d5e59-feac-433f-9cb0-ead61a7cbcd4\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 1.654}, \"73052\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-15 09:35:48.000000+00:00\", \"2022-02-03 08:16:22.000000+00:00\"], \"session_ids\": [\"f66f3a39-4467-422a-b577-660eb2813656\", \"7cd3e0a2-df2e-4656-9a73-017819fa5cb5\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 9.216}, \"60466\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-11-29 01:10:57.000000+00:00\", \"2023-06-09 01:00:04.000000+00:00\", \"2021-09-26 19:36:47.000000+00:00\"], \"session_ids\": [\"f700a811-762e-478f-9a33-ab24c7fe8332\", \"e8e95e7e-f2b7-4c0a-8ed6-b607bf895058\", \"0dc9c4f0-6cef-4727-b04b-80da6c618082\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.539}, \"83540\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-21 23:21:28.000000+00:00\", \"2019-01-08 21:18:52.000000+00:00\", \"2023-04-12 07:50:16.000000+00:00\", \"2022-01-18 17:59:48.000000+00:00\", \"2019-12-13 10:45:12.000000+00:00\"], \"session_ids\": [\"3ab8abed-645f-4eae-9464-9b61ea9cf355\", \"7a7268a4-4c76-420c-818c-be64c3a676e4\", \"c1bf1a67-bd0e-4c7b-8a69-fdd5f66cd7a8\", \"0ffecb6b-0861-43b1-96df-a83132263b10\", \"e50e9b61-a905-4908-92b2-c3c4de535e7e\"], \"total_duration\": 3586.0, \"total_sessions\": 5, \"mean_week_duration\": 16.153}, \"47561\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-28 19:39:50.000000+00:00\", \"2021-03-03 15:06:05.000000+00:00\", \"2022-02-20 03:33:44.000000+00:00\"], \"session_ids\": [\"d24a65ff-88db-4cef-8e0f-37513adf48b1\", \"5bfa8323-197c-4a72-bcfa-77612021ef22\", \"5dede0ad-3635-402c-afd3-e00445469759\"], \"total_duration\": 87.0, \"total_sessions\": 3, \"mean_week_duration\": 1.673}, \"91216\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-16 08:29:03.000000+00:00\", \"2019-03-24 21:24:38.000000+00:00\", \"2019-04-07 20:18:54.000000+00:00\", \"2019-04-23 23:30:55.000000+00:00\", \"2021-12-27 02:48:04.000000+00:00\", \"2023-02-16 03:16:55.000000+00:00\", \"2021-02-23 00:40:51.000000+00:00\"], \"session_ids\": [\"847cfbcf-3968-44fb-9859-7d6613718019\", \"aaf4b8c0-9d88-40ca-9bfb-22f5fdf5c48e\", \"1578f6e7-d273-48d3-a12d-767a64641aac\", \"72c74def-73e5-406f-81a1-efb0a11793ea\", \"7984d743-15e3-494d-b09e-a85374b19db2\", \"d97da209-d916-4fc9-904e-0d6f11374dc5\", \"8e65a0e7-ae04-407b-950e-629b3ecd68d7\"], \"total_duration\": 933.0, \"total_sessions\": 7, \"mean_week_duration\": 4.574}, \"11667\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-18 04:39:16.000000+00:00\", \"2021-07-11 16:54:42.000000+00:00\"], \"session_ids\": [\"6d301278-ca6b-4e81-bbad-4e7c2b5a4525\", \"bca4e20f-7827-418b-ba3d-d2ae32a1f552\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 4.533}, \"60105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 16:08:37.000000+00:00\", \"2022-12-06 22:25:32.000000+00:00\"], \"session_ids\": [\"3a08e53b-4639-402b-b027-c869e3bf9caa\", \"fcacb18d-f4c1-4dc6-b4de-c0b8da8c6ef9\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 1.15}, \"19909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-10-17 03:24:56.000000+00:00\", \"2021-01-01 13:36:15.000000+00:00\"], \"session_ids\": [\"5dbc61b0-7039-4475-82f3-4643bc1a46eb\", \"5acc6655-5e04-435d-bcc4-041b143a5611\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 4.043}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 3 and are greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[3, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27406\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-04 09:09:19.000000+00:00\", \"2022-05-18 08:52:57.000000+00:00\"], \"session_ids\": [\"9ec29df2-4490-4097-907a-f0dc1680c76a\", \"1d8d5e59-feac-433f-9cb0-ead61a7cbcd4\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 1.654}, \"73052\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-15 09:35:48.000000+00:00\", \"2022-02-03 08:16:22.000000+00:00\"], \"session_ids\": [\"f66f3a39-4467-422a-b577-660eb2813656\", \"7cd3e0a2-df2e-4656-9a73-017819fa5cb5\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 9.216}, \"60466\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-11-29 01:10:57.000000+00:00\", \"2023-06-09 01:00:04.000000+00:00\", \"2021-09-26 19:36:47.000000+00:00\"], \"session_ids\": [\"f700a811-762e-478f-9a33-ab24c7fe8332\", \"e8e95e7e-f2b7-4c0a-8ed6-b607bf895058\", \"0dc9c4f0-6cef-4727-b04b-80da6c618082\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.539}, \"47561\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-28 19:39:50.000000+00:00\", \"2021-03-03 15:06:05.000000+00:00\", \"2022-02-20 03:33:44.000000+00:00\"], \"session_ids\": [\"d24a65ff-88db-4cef-8e0f-37513adf48b1\", \"5bfa8323-197c-4a72-bcfa-77612021ef22\", \"5dede0ad-3635-402c-afd3-e00445469759\"], \"total_duration\": 87.0, \"total_sessions\": 3, \"mean_week_duration\": 1.673}, \"11667\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-18 04:39:16.000000+00:00\", \"2021-07-11 16:54:42.000000+00:00\"], \"session_ids\": [\"6d301278-ca6b-4e81-bbad-4e7c2b5a4525\", \"bca4e20f-7827-418b-ba3d-d2ae32a1f552\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 4.533}, \"60105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 16:08:37.000000+00:00\", \"2022-12-06 22:25:32.000000+00:00\"], \"session_ids\": [\"3a08e53b-4639-402b-b027-c869e3bf9caa\", \"fcacb18d-f4c1-4dc6-b4de-c0b8da8c6ef9\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 1.15}, \"19909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-10-17 03:24:56.000000+00:00\", \"2021-01-01 13:36:15.000000+00:00\"], \"session_ids\": [\"5dbc61b0-7039-4475-82f3-4643bc1a46eb\", \"5acc6655-5e04-435d-bcc4-041b143a5611\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 4.043}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"19909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-10-17 03:24:56.000000+00:00\", \"2021-01-01 13:36:15.000000+00:00\"], \"session_ids\": [\"5dbc61b0-7039-4475-82f3-4643bc1a46eb\", \"5acc6655-5e04-435d-bcc4-041b143a5611\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 4.043}}, {\"60466\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-11-29 01:10:57.000000+00:00\", \"2023-06-09 01:00:04.000000+00:00\", \"2021-09-26 19:36:47.000000+00:00\"], \"session_ids\": [\"f700a811-762e-478f-9a33-ab24c7fe8332\", \"e8e95e7e-f2b7-4c0a-8ed6-b607bf895058\", \"0dc9c4f0-6cef-4727-b04b-80da6c618082\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.539}}, {\"60105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 16:08:37.000000+00:00\", \"2022-12-06 22:25:32.000000+00:00\"], \"session_ids\": [\"3a08e53b-4639-402b-b027-c869e3bf9caa\", \"fcacb18d-f4c1-4dc6-b4de-c0b8da8c6ef9\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 1.15}}, {\"11667\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-18 04:39:16.000000+00:00\", \"2021-07-11 16:54:42.000000+00:00\"], \"session_ids\": [\"6d301278-ca6b-4e81-bbad-4e7c2b5a4525\", \"bca4e20f-7827-418b-ba3d-d2ae32a1f552\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 4.533}}, {\"73052\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-15 09:35:48.000000+00:00\", \"2022-02-03 08:16:22.000000+00:00\"], \"session_ids\": [\"f66f3a39-4467-422a-b577-660eb2813656\", \"7cd3e0a2-df2e-4656-9a73-017819fa5cb5\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 9.216}}, {\"27406\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-04 09:09:19.000000+00:00\", \"2022-05-18 08:52:57.000000+00:00\"], \"session_ids\": [\"9ec29df2-4490-4097-907a-f0dc1680c76a\", \"1d8d5e59-feac-433f-9cb0-ead61a7cbcd4\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 1.654}}, {\"47561\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-28 19:39:50.000000+00:00\", \"2021-03-03 15:06:05.000000+00:00\", \"2022-02-20 03:33:44.000000+00:00\"], \"session_ids\": [\"d24a65ff-88db-4cef-8e0f-37513adf48b1\", \"5bfa8323-197c-4a72-bcfa-77612021ef22\", \"5dede0ad-3635-402c-afd3-e00445469759\"], \"total_duration\": 87.0, \"total_sessions\": 3, \"mean_week_duration\": 1.673}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"19909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-10-17 03:24:56.000000+00:00\", \"2021-01-01 13:36:15.000000+00:00\"], \"session_ids\": [\"5dbc61b0-7039-4475-82f3-4643bc1a46eb\", \"5acc6655-5e04-435d-bcc4-041b143a5611\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 4.043}}, {\"60466\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-11-29 01:10:57.000000+00:00\", \"2023-06-09 01:00:04.000000+00:00\", \"2021-09-26 19:36:47.000000+00:00\"], \"session_ids\": [\"f700a811-762e-478f-9a33-ab24c7fe8332\", \"e8e95e7e-f2b7-4c0a-8ed6-b607bf895058\", \"0dc9c4f0-6cef-4727-b04b-80da6c618082\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.539}}, {\"60105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 16:08:37.000000+00:00\", \"2022-12-06 22:25:32.000000+00:00\"], \"session_ids\": [\"3a08e53b-4639-402b-b027-c869e3bf9caa\", \"fcacb18d-f4c1-4dc6-b4de-c0b8da8c6ef9\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 1.15}}, {\"11667\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-18 04:39:16.000000+00:00\", \"2021-07-11 16:54:42.000000+00:00\"], \"session_ids\": [\"6d301278-ca6b-4e81-bbad-4e7c2b5a4525\", \"bca4e20f-7827-418b-ba3d-d2ae32a1f552\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 4.533}}]\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[{\"19909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-10-17 03:24:56.000000+00:00\", \"2021-01-01 13:36:15.000000+00:00\"], \"session_ids\": [\"5dbc61b0-7039-4475-82f3-4643bc1a46eb\", \"5acc6655-5e04-435d-bcc4-041b143a5611\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 4.043}}, {\"60466\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-11-29 01:10:57.000000+00:00\", \"2023-06-09 01:00:04.000000+00:00\", \"2021-09-26 19:36:47.000000+00:00\"], \"session_ids\": [\"f700a811-762e-478f-9a33-ab24c7fe8332\", \"e8e95e7e-f2b7-4c0a-8ed6-b607bf895058\", \"0dc9c4f0-6cef-4727-b04b-80da6c618082\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.539}}, {\"60105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 16:08:37.000000+00:00\", \"2022-12-06 22:25:32.000000+00:00\"], \"session_ids\": [\"3a08e53b-4639-402b-b027-c869e3bf9caa\", \"fcacb18d-f4c1-4dc6-b4de-c0b8da8c6ef9\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 1.15}}, {\"11667\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-18 04:39:16.000000+00:00\", \"2021-07-11 16:54:42.000000+00:00\"], \"session_ids\": [\"6d301278-ca6b-4e81-bbad-4e7c2b5a4525\", \"bca4e20f-7827-418b-ba3d-d2ae32a1f552\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 4.533}}]\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 3 users whose total amount of duration is greater than 1224 (strictly) as well as put to use sorting by urban title in descending 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{\"48994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-02-21 21:25:58.000000+00:00\", \"2021-04-06 21:10:24.000000+00:00\", \"2021-12-05 08:56:02.000000+00:00\", \"2021-08-10 21:11:30.000000+00:00\", \"2019-03-28 16:36:22.000000+00:00\", \"2020-01-14 17:50:18.000000+00:00\"], \"session_ids\": [\"6ac95dc1-1c4e-429b-8083-e7f248e13e60\", \"da9c656c-355e-4f3e-a6cb-c6f673ad8cf5\", \"79bf9d70-93d0-4948-b5e8-03adfa38a785\", \"74da893f-0432-4ece-a46c-48a2930323ab\", \"8be77af3-6fd7-4458-85d4-8fdbc91342ea\", \"9c0c64c9-deef-48da-870d-1427ff5812bb\"], \"total_duration\": 5251.0, \"total_sessions\": 6, \"mean_week_duration\": 25.74}, \"19064\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2020-01-06 16:00:47.000000+00:00\", \"2019-01-06 15:50:41.000000+00:00\", \"2020-01-07 15:32:43.000000+00:00\", \"2022-11-18 15:27:04.000000+00:00\"], \"session_ids\": [\"e551e774-383b-49fb-8bd1-0bb1a6a813c3\", \"dda9ecad-9b11-4f65-818d-59b5d0e91e5b\", \"1dbb0a37-ee0f-472c-b1e5-daef1720563f\", \"735de879-9d86-4087-bdd5-24d686e3b3a5\"], \"total_duration\": 162.0, \"total_sessions\": 4, \"mean_week_duration\": 0.802}, \"84500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-01-23 18:02:28.000000+00:00\", \"2021-08-19 12:52:27.000000+00:00\"], \"session_ids\": [\"f2442073-12f7-4226-ba72-3bad10497876\", \"7f69fa92-a599-46b3-ac0e-58ffde0804f3\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 4.967}, \"35671\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-17 19:16:14.000000+00:00\", \"2019-07-01 03:44:44.000000+00:00\", \"2020-01-26 13:20:51.000000+00:00\", \"2020-05-05 23:55:03.000000+00:00\", \"2022-02-22 10:11:20.000000+00:00\"], \"session_ids\": [\"a9167054-39cc-4bef-b824-f0b50bf21b5c\", \"0742fdbc-ff3c-4209-9090-54cfc7849764\", \"79e54b94-c690-46c5-bc44-86a0cad9a162\", \"e9f5f593-fa9d-4ff7-87c4-30a1b7968519\", \"336c4e55-b01e-45f3-a237-ef723e4a8fd5\"], \"total_duration\": 364.0, \"total_sessions\": 5, \"mean_week_duration\": 2.619}, \"63759\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-25 18:03:03.000000+00:00\", \"2019-05-02 09:05:23.000000+00:00\", \"2022-03-14 09:55:11.000000+00:00\"], \"session_ids\": [\"457a43db-ea66-473b-8051-52d9d904311d\", \"225af856-334e-4daf-8aa2-f96883e8f2b9\", \"c6fe8d7c-c071-49bc-a29d-581bc621e58a\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 2.053}, \"3895\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-29 15:58:31.000000+00:00\", \"2019-04-26 04:47:30.000000+00:00\", \"2020-02-11 07:09:21.000000+00:00\", \"2019-05-26 19:05:02.000000+00:00\", \"2020-03-07 04:39:40.000000+00:00\", \"2021-12-19 12:01:04.000000+00:00\", \"2019-06-13 06:09:20.000000+00:00\"], \"session_ids\": [\"59d799ab-6a0f-4e8a-b352-d444cee29589\", \"7a05f92e-ede3-41cd-8a68-976b674f5005\", \"3100de94-4035-4907-8365-4880a17e600d\", \"a9469fb8-a21c-480e-bf76-677ba068d3bc\", \"38c465e3-d324-404a-a7c5-b5190726a1f5\", \"96da2b28-477e-4620-9731-dec02c3e3e18\", \"4e42f739-03c9-406f-80c2-84fd44c7d95c\"], \"total_duration\": 1194.0, \"total_sessions\": 7, \"mean_week_duration\": 8.59}, \"53736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-10 00:26:05.000000+00:00\", \"2019-01-29 10:20:38.000000+00:00\", \"2020-03-26 22:30:09.000000+00:00\", \"2021-08-14 14:18:38.000000+00:00\", \"2019-04-24 05:28:34.000000+00:00\"], \"session_ids\": [\"9e07b36d-9b82-4c52-b955-6800cdbddeb1\", \"58a88a3d-bf1b-4000-acd6-2d3d8dfde529\", \"62c3726b-0eb0-4941-a160-f0cca5177657\", \"15dc5384-68ac-4eb3-ab00-28e85da7c484\", \"d5957689-a2ee-45b3-8e09-1c2d46443538\"], \"total_duration\": 1310.0, \"total_sessions\": 5, \"mean_week_duration\": 9.85}, \"39716\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-10-29 01:59:09.000000+00:00\", \"2023-02-17 13:01:44.000000+00:00\", \"2022-10-31 04:58:28.000000+00:00\"], \"session_ids\": [\"22544a65-030c-4ed8-bcb9-21a3d181d4cf\", \"8ffff378-e7d3-4db9-8723-5a2947ed48f2\", \"3d9a40a9-3797-499e-9869-6532ce4e3858\"], \"total_duration\": 236.0, \"total_sessions\": 3, \"mean_week_duration\": 3.471}, \"76079\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-09-01 04:50:32.000000+00:00\", \"2021-02-08 13:53:40.000000+00:00\"], \"session_ids\": [\"657442ff-cd09-4027-8947-824db85c9931\", \"ebf6d9c8-baa5-425c-b8df-b13c01d33758\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.934}, \"47260\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-08-06 03:37:39.000000+00:00\", \"2021-02-09 17:00:50.000000+00:00\"], \"session_ids\": [\"b0dbe21c-44ea-4379-bff6-a46dcd68e3d4\", \"5f532516-e4d1-4336-a08e-7826f9fb2bf7\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 1224"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[1224, 4267]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"48994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-02-21 21:25:58.000000+00:00\", \"2021-04-06 21:10:24.000000+00:00\", \"2021-12-05 08:56:02.000000+00:00\", \"2021-08-10 21:11:30.000000+00:00\", \"2019-03-28 16:36:22.000000+00:00\", \"2020-01-14 17:50:18.000000+00:00\"], \"session_ids\": [\"6ac95dc1-1c4e-429b-8083-e7f248e13e60\", \"da9c656c-355e-4f3e-a6cb-c6f673ad8cf5\", \"79bf9d70-93d0-4948-b5e8-03adfa38a785\", \"74da893f-0432-4ece-a46c-48a2930323ab\", \"8be77af3-6fd7-4458-85d4-8fdbc91342ea\", \"9c0c64c9-deef-48da-870d-1427ff5812bb\"], \"total_duration\": 5251.0, \"total_sessions\": 6, \"mean_week_duration\": 25.74}, \"53736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-10 00:26:05.000000+00:00\", \"2019-01-29 10:20:38.000000+00:00\", \"2020-03-26 22:30:09.000000+00:00\", \"2021-08-14 14:18:38.000000+00:00\", \"2019-04-24 05:28:34.000000+00:00\"], \"session_ids\": [\"9e07b36d-9b82-4c52-b955-6800cdbddeb1\", \"58a88a3d-bf1b-4000-acd6-2d3d8dfde529\", \"62c3726b-0eb0-4941-a160-f0cca5177657\", \"15dc5384-68ac-4eb3-ab00-28e85da7c484\", \"d5957689-a2ee-45b3-8e09-1c2d46443538\"], \"total_duration\": 1310.0, \"total_sessions\": 5, \"mean_week_duration\": 9.85}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"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[{\"53736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-10 00:26:05.000000+00:00\", \"2019-01-29 10:20:38.000000+00:00\", \"2020-03-26 22:30:09.000000+00:00\", \"2021-08-14 14:18:38.000000+00:00\", \"2019-04-24 05:28:34.000000+00:00\"], \"session_ids\": [\"9e07b36d-9b82-4c52-b955-6800cdbddeb1\", \"58a88a3d-bf1b-4000-acd6-2d3d8dfde529\", \"62c3726b-0eb0-4941-a160-f0cca5177657\", \"15dc5384-68ac-4eb3-ab00-28e85da7c484\", \"d5957689-a2ee-45b3-8e09-1c2d46443538\"], \"total_duration\": 1310.0, \"total_sessions\": 5, \"mean_week_duration\": 9.85}}, {\"48994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-02-21 21:25:58.000000+00:00\", \"2021-04-06 21:10:24.000000+00:00\", \"2021-12-05 08:56:02.000000+00:00\", \"2021-08-10 21:11:30.000000+00:00\", \"2019-03-28 16:36:22.000000+00:00\", \"2020-01-14 17:50:18.000000+00:00\"], \"session_ids\": [\"6ac95dc1-1c4e-429b-8083-e7f248e13e60\", \"da9c656c-355e-4f3e-a6cb-c6f673ad8cf5\", \"79bf9d70-93d0-4948-b5e8-03adfa38a785\", \"74da893f-0432-4ece-a46c-48a2930323ab\", \"8be77af3-6fd7-4458-85d4-8fdbc91342ea\", \"9c0c64c9-deef-48da-870d-1427ff5812bb\"], \"total_duration\": 5251.0, \"total_sessions\": 6, \"mean_week_duration\": 25.74}}]\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[{\"53736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-10 00:26:05.000000+00:00\", \"2019-01-29 10:20:38.000000+00:00\", \"2020-03-26 22:30:09.000000+00:00\", \"2021-08-14 14:18:38.000000+00:00\", \"2019-04-24 05:28:34.000000+00:00\"], \"session_ids\": [\"9e07b36d-9b82-4c52-b955-6800cdbddeb1\", \"58a88a3d-bf1b-4000-acd6-2d3d8dfde529\", \"62c3726b-0eb0-4941-a160-f0cca5177657\", \"15dc5384-68ac-4eb3-ab00-28e85da7c484\", \"d5957689-a2ee-45b3-8e09-1c2d46443538\"], \"total_duration\": 1310.0, \"total_sessions\": 5, \"mean_week_duration\": 9.85}}, {\"48994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-02-21 21:25:58.000000+00:00\", \"2021-04-06 21:10:24.000000+00:00\", \"2021-12-05 08:56:02.000000+00:00\", \"2021-08-10 21:11:30.000000+00:00\", \"2019-03-28 16:36:22.000000+00:00\", \"2020-01-14 17:50:18.000000+00:00\"], \"session_ids\": [\"6ac95dc1-1c4e-429b-8083-e7f248e13e60\", \"da9c656c-355e-4f3e-a6cb-c6f673ad8cf5\", \"79bf9d70-93d0-4948-b5e8-03adfa38a785\", \"74da893f-0432-4ece-a46c-48a2930323ab\", \"8be77af3-6fd7-4458-85d4-8fdbc91342ea\", \"9c0c64c9-deef-48da-870d-1427ff5812bb\"], \"total_duration\": 5251.0, \"total_sessions\": 6, \"mean_week_duration\": 25.74}}]\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[{\"53736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-10 00:26:05.000000+00:00\", \"2019-01-29 10:20:38.000000+00:00\", \"2020-03-26 22:30:09.000000+00:00\", \"2021-08-14 14:18:38.000000+00:00\", \"2019-04-24 05:28:34.000000+00:00\"], \"session_ids\": [\"9e07b36d-9b82-4c52-b955-6800cdbddeb1\", \"58a88a3d-bf1b-4000-acd6-2d3d8dfde529\", \"62c3726b-0eb0-4941-a160-f0cca5177657\", \"15dc5384-68ac-4eb3-ab00-28e85da7c484\", \"d5957689-a2ee-45b3-8e09-1c2d46443538\"], \"total_duration\": 1310.0, \"total_sessions\": 5, \"mean_week_duration\": 9.85}}, {\"48994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-02-21 21:25:58.000000+00:00\", \"2021-04-06 21:10:24.000000+00:00\", \"2021-12-05 08:56:02.000000+00:00\", \"2021-08-10 21:11:30.000000+00:00\", \"2019-03-28 16:36:22.000000+00:00\", \"2020-01-14 17:50:18.000000+00:00\"], \"session_ids\": [\"6ac95dc1-1c4e-429b-8083-e7f248e13e60\", \"da9c656c-355e-4f3e-a6cb-c6f673ad8cf5\", \"79bf9d70-93d0-4948-b5e8-03adfa38a785\", \"74da893f-0432-4ece-a46c-48a2930323ab\", \"8be77af3-6fd7-4458-85d4-8fdbc91342ea\", \"9c0c64c9-deef-48da-870d-1427ff5812bb\"], \"total_duration\": 5251.0, \"total_sessions\": 6, \"mean_week_duration\": 25.74}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 6 users whose average of total time spent in the app per week exceeds 4 while staying below 43, exclusively 43 , do sorting by city name form the lowest to the highest , moreover get rid of all entries, except 2."
}
] |
[
{
"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{\"40106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-02 14:35:03.000000+00:00\", \"2020-11-02 12:47:10.000000+00:00\", \"2021-10-15 19:45:30.000000+00:00\", \"2019-04-30 13:45:11.000000+00:00\", \"2019-04-16 11:18:34.000000+00:00\", \"2020-11-09 01:25:04.000000+00:00\", \"2022-10-19 10:18:02.000000+00:00\", \"2021-10-07 05:44:20.000000+00:00\", \"2020-11-07 13:58:43.000000+00:00\"], \"session_ids\": [\"0ed3d143-8c97-49bd-9831-4982980806af\", \"9d3d96d0-d122-466a-a69d-a47e2ee10658\", \"59d8dbb5-8f9b-4029-8a42-2adf3922a751\", \"80e2da00-29d9-4793-9aa3-38ed0a34c98c\", \"559ba4d5-c288-4613-9b1f-80de7253a7f1\", \"d7bdaff3-ee5c-4f75-8ceb-973d39077b74\", \"a5659ad6-a629-43a4-862b-2094198d018b\", \"2de70ab1-9554-40d2-9511-c410aff23054\", \"7cfbee7e-5316-4490-b80c-5c6c3190b963\"], \"total_duration\": 521.0, \"total_sessions\": 9, \"mean_week_duration\": 2.847}, \"86598\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-12-31 23:24:17.000000+00:00\", \"2022-11-28 15:51:34.000000+00:00\"], \"session_ids\": [\"343a99c9-c016-48ce-9781-219d83581cd5\", \"f129f368-3c88-410e-b8b8-10da982f19aa\"], \"total_duration\": 382.0, \"total_sessions\": 2, \"mean_week_duration\": 7.958}, \"27225\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-18 02:50:33.000000+00:00\", \"2023-06-01 07:55:05.000000+00:00\"], \"session_ids\": [\"53d07882-4f6f-4d39-be9e-d2dde7a134df\", \"3482768b-195c-49d7-b2da-35d171e2fde8\"], \"total_duration\": 336.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"58899\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-02-12 14:12:18.000000+00:00\", \"2022-10-03 22:37:37.000000+00:00\"], \"session_ids\": [\"fb5edf31-497b-4e19-972e-ff434c5c5aaa\", \"b2a1303b-5c6d-4819-9ef3-23b7948675fc\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 4.088}, \"35916\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-13 17:07:11.000000+00:00\", \"2022-08-01 08:03:03.000000+00:00\", \"2023-02-01 22:40:13.000000+00:00\"], \"session_ids\": [\"e2a25013-cdb8-414a-9246-728ffc29ad9c\", \"e6b72486-aa46-400e-acc2-188d9a16cdbf\", \"508b01d2-cf78-4555-9257-3aa594a81139\"], \"total_duration\": 896.0, \"total_sessions\": 3, \"mean_week_duration\": 9.051}, \"14321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-01-27 19:06:30.000000+00:00\", \"2022-10-07 02:06:50.000000+00:00\"], \"session_ids\": [\"a019e152-c135-4c03-ba31-1211f1b1ccc7\", \"744c56ab-691b-439f-89e7-90c840e1f114\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 1.639}, \"44546\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-06-25 03:35:26.000000+00:00\", \"2022-01-28 07:08:45.000000+00:00\"], \"session_ids\": [\"cc4c81b0-7bc7-434f-8c48-aa58fc4c9b01\", \"6640643c-27ed-4b68-86ad-8ec001e85ebc\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.824}, \"59484\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-09-02 05:30:31.000000+00:00\", \"2020-10-06 22:22:13.000000+00:00\"], \"session_ids\": [\"cb11e299-b482-408e-af49-3b8d5e114cea\", \"06102a33-aedb-4bd7-8a4c-e1da5e3d7918\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.23}, \"33237\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-05-13 18:34:42.000000+00:00\", \"2019-05-31 08:35:00.000000+00:00\"], \"session_ids\": [\"8aad6e8e-db3d-44be-a651-650063ebcf74\", \"c3608098-4854-4836-93f8-aec628a54e43\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 4.16}, \"95655\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-11-25 15:23:52.000000+00:00\", \"2021-03-18 11:26:36.000000+00:00\", \"2019-08-14 03:03:52.000000+00:00\"], \"session_ids\": [\"32460afc-bafb-4f03-87a7-88474a6f7c2c\", \"2e1a4149-1c60-40d3-973d-437432659b9f\", \"9f89b5ef-3478-4f5f-b114-cedae74e13ad\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 5.512}}\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 4 and are less than 43"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[4, 43]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"86598\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-12-31 23:24:17.000000+00:00\", \"2022-11-28 15:51:34.000000+00:00\"], \"session_ids\": [\"343a99c9-c016-48ce-9781-219d83581cd5\", \"f129f368-3c88-410e-b8b8-10da982f19aa\"], \"total_duration\": 382.0, \"total_sessions\": 2, \"mean_week_duration\": 7.958}, \"58899\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-02-12 14:12:18.000000+00:00\", \"2022-10-03 22:37:37.000000+00:00\"], \"session_ids\": [\"fb5edf31-497b-4e19-972e-ff434c5c5aaa\", \"b2a1303b-5c6d-4819-9ef3-23b7948675fc\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 4.088}, \"35916\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-13 17:07:11.000000+00:00\", \"2022-08-01 08:03:03.000000+00:00\", \"2023-02-01 22:40:13.000000+00:00\"], \"session_ids\": [\"e2a25013-cdb8-414a-9246-728ffc29ad9c\", \"e6b72486-aa46-400e-acc2-188d9a16cdbf\", \"508b01d2-cf78-4555-9257-3aa594a81139\"], \"total_duration\": 896.0, \"total_sessions\": 3, \"mean_week_duration\": 9.051}, \"33237\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-05-13 18:34:42.000000+00:00\", \"2019-05-31 08:35:00.000000+00:00\"], \"session_ids\": [\"8aad6e8e-db3d-44be-a651-650063ebcf74\", \"c3608098-4854-4836-93f8-aec628a54e43\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 4.16}, \"95655\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-11-25 15:23:52.000000+00:00\", \"2021-03-18 11:26:36.000000+00:00\", \"2019-08-14 03:03:52.000000+00:00\"], \"session_ids\": [\"32460afc-bafb-4f03-87a7-88474a6f7c2c\", \"2e1a4149-1c60-40d3-973d-437432659b9f\", \"9f89b5ef-3478-4f5f-b114-cedae74e13ad\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 5.512}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"58899\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-02-12 14:12:18.000000+00:00\", \"2022-10-03 22:37:37.000000+00:00\"], \"session_ids\": [\"fb5edf31-497b-4e19-972e-ff434c5c5aaa\", \"b2a1303b-5c6d-4819-9ef3-23b7948675fc\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 4.088}}, {\"33237\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-05-13 18:34:42.000000+00:00\", \"2019-05-31 08:35:00.000000+00:00\"], \"session_ids\": [\"8aad6e8e-db3d-44be-a651-650063ebcf74\", \"c3608098-4854-4836-93f8-aec628a54e43\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 4.16}}, {\"86598\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-12-31 23:24:17.000000+00:00\", \"2022-11-28 15:51:34.000000+00:00\"], \"session_ids\": [\"343a99c9-c016-48ce-9781-219d83581cd5\", \"f129f368-3c88-410e-b8b8-10da982f19aa\"], \"total_duration\": 382.0, \"total_sessions\": 2, \"mean_week_duration\": 7.958}}, {\"95655\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-11-25 15:23:52.000000+00:00\", \"2021-03-18 11:26:36.000000+00:00\", \"2019-08-14 03:03:52.000000+00:00\"], \"session_ids\": [\"32460afc-bafb-4f03-87a7-88474a6f7c2c\", \"2e1a4149-1c60-40d3-973d-437432659b9f\", \"9f89b5ef-3478-4f5f-b114-cedae74e13ad\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 5.512}}, {\"35916\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-13 17:07:11.000000+00:00\", \"2022-08-01 08:03:03.000000+00:00\", \"2023-02-01 22:40:13.000000+00:00\"], \"session_ids\": [\"e2a25013-cdb8-414a-9246-728ffc29ad9c\", \"e6b72486-aa46-400e-acc2-188d9a16cdbf\", \"508b01d2-cf78-4555-9257-3aa594a81139\"], \"total_duration\": 896.0, \"total_sessions\": 3, \"mean_week_duration\": 9.051}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"58899\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-02-12 14:12:18.000000+00:00\", \"2022-10-03 22:37:37.000000+00:00\"], \"session_ids\": [\"fb5edf31-497b-4e19-972e-ff434c5c5aaa\", \"b2a1303b-5c6d-4819-9ef3-23b7948675fc\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 4.088}}, {\"33237\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-05-13 18:34:42.000000+00:00\", \"2019-05-31 08:35:00.000000+00:00\"], \"session_ids\": [\"8aad6e8e-db3d-44be-a651-650063ebcf74\", \"c3608098-4854-4836-93f8-aec628a54e43\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 4.16}}]\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[{\"58899\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-02-12 14:12:18.000000+00:00\", \"2022-10-03 22:37:37.000000+00:00\"], \"session_ids\": [\"fb5edf31-497b-4e19-972e-ff434c5c5aaa\", \"b2a1303b-5c6d-4819-9ef3-23b7948675fc\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 4.088}}, {\"33237\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-05-13 18:34:42.000000+00:00\", \"2019-05-31 08:35:00.000000+00:00\"], \"session_ids\": [\"8aad6e8e-db3d-44be-a651-650063ebcf74\", \"c3608098-4854-4836-93f8-aec628a54e43\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 4.16}}]\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 who are living in city New York City additionaly perform sorting by overall sessions count form the highest to the lowest , and provide me only with 2 pieces of information."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28003\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-01-13 12:30:54.000000+00:00\", \"2022-10-24 11:37:41.000000+00:00\", \"2021-10-26 04:16:43.000000+00:00\", \"2022-11-10 16:25:57.000000+00:00\", \"2019-03-25 00:31:20.000000+00:00\"], \"session_ids\": [\"5727aace-1d1b-4b3b-9665-045843527b72\", \"9368c670-39ff-4c19-b93d-3baaab1e055b\", \"8e72e958-e816-4309-8371-ecacf44920e8\", \"7b700438-88a7-42c5-9f3a-7baf9d727c6a\", \"dbf2b342-b50b-490c-88d4-57c84c7e2a33\"], \"total_duration\": 1426.0, \"total_sessions\": 5, \"mean_week_duration\": 7.166}, \"45573\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-11 18:08:31.000000+00:00\", \"2020-09-22 20:38:15.000000+00:00\", \"2019-03-29 04:08:08.000000+00:00\"], \"session_ids\": [\"40dc750f-2688-48d5-b614-d3842e65fd67\", \"09b898cb-dec0-4c53-b9b1-491ab95ab597\", \"3e60b680-96ed-4953-bb44-7c63df7ebce3\"], \"total_duration\": 808.0, \"total_sessions\": 3, \"mean_week_duration\": 9.506}, \"40122\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-24 03:27:25.000000+00:00\", \"2022-12-29 23:27:13.000000+00:00\"], \"session_ids\": [\"26e1e4ad-b45d-416d-885a-00c09890ad81\", \"c2ab342d-1bb2-4695-bf48-2897bbd59a68\"], \"total_duration\": 308.0, \"total_sessions\": 2, \"mean_week_duration\": 1.855}, \"94942\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-28 18:26:07.000000+00:00\", \"2021-09-20 16:16:40.000000+00:00\", \"2021-03-19 20:08:31.000000+00:00\", \"2019-01-28 07:06:18.000000+00:00\"], \"session_ids\": [\"88acbe78-0a48-44a7-90f0-0ec31fcd78f1\", \"9604cde0-d1a3-4088-b5c0-7359c7f61ca8\", \"314e2331-ac5c-4ca8-a6c8-f4f21b4a589a\", \"fd8ce51a-6a0f-463c-97e9-a8ea3e4d7c70\"], \"total_duration\": 316.0, \"total_sessions\": 4, \"mean_week_duration\": 2.135}, \"53482\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-09-25 04:53:20.000000+00:00\", \"2021-09-02 19:13:42.000000+00:00\", \"2021-03-06 03:27:49.000000+00:00\"], \"session_ids\": [\"84224be1-2e6f-470c-a8d1-73843a544e84\", \"880addcb-5778-4230-86f9-1ce4d555e1ae\", \"c39c59c8-6ea9-4ca9-8d13-7d45c5ece8cf\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 0.89}, \"31373\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-06-19 19:42:39.000000+00:00\", \"2021-09-02 17:55:06.000000+00:00\"], \"session_ids\": [\"3dcf921b-7042-4a64-8fa7-dbe2d3001195\", \"b94f790d-7bd8-44b8-a6f1-b1b994791187\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 11.429}, \"33737\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 6}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-16 04:51:26.000000+00:00\", \"2022-06-05 16:30:34.000000+00:00\", \"2021-03-18 15:13:46.000000+00:00\"], \"session_ids\": [\"310e46b2-2641-439f-99bb-181e8d2ef639\", \"6db71d43-81ab-464e-a9ef-8f448dea3371\", \"1a09b146-9f90-4102-9d22-b14fb4bd3618\"], \"total_duration\": 356.0, \"total_sessions\": 3, \"mean_week_duration\": 2.657}, \"7303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-20 04:00:36.000000+00:00\", \"2019-03-31 00:40:40.000000+00:00\", \"2022-07-25 00:25:38.000000+00:00\"], \"session_ids\": [\"fc95a274-017a-4239-a789-0273c2c882d8\", \"2ebee098-4668-475e-a9f1-7bae71bd4b4a\", \"2695146a-4aac-406e-a8f1-8306c8e420cf\"], \"total_duration\": 647.0, \"total_sessions\": 3, \"mean_week_duration\": 3.74}, \"53674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-05 14:48:52.000000+00:00\", \"2020-12-05 21:53:17.000000+00:00\", \"2020-02-02 14:47:42.000000+00:00\"], \"session_ids\": [\"6be48363-691b-4903-a77f-9c2186b36bb9\", \"1f4e3f51-9c6e-42b5-840e-dc40e27ed25b\", \"475077d0-b3a9-446e-953c-1e7dcfcbc542\"], \"total_duration\": 267.0, \"total_sessions\": 3, \"mean_week_duration\": 6.068}, \"15307\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-27 19:52:50.000000+00:00\", \"2019-04-17 12:44:28.000000+00:00\"], \"session_ids\": [\"7011ef98-e940-4732-a92b-70af0843926a\", \"e09ebefd-273a-46aa-b1b5-463c86601085\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.913}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is New York City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"New York City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 3 users who have total_sessions less than 5 ( not including) and in addition perform sorting by app usage time per week form the lowest to the highest + provide me only with 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4392\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-24 18:47:55.000000+00:00\", \"2020-04-05 20:05:27.000000+00:00\"], \"session_ids\": [\"d1630208-58b8-4779-a236-24cbbcaf7aa4\", \"fdca5135-20d2-444c-8b62-b8027a031b99\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}, \"98645\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-07-10 00:48:14.000000+00:00\", \"2019-03-03 22:26:38.000000+00:00\"], \"session_ids\": [\"69df4725-ba57-49f9-b2f3-a5fd5f45ce31\", \"4d8bde10-2bd1-4892-8245-eea5b7c24fb9\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 5.577}, \"11966\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-15 07:46:47.000000+00:00\", \"2022-09-07 05:00:34.000000+00:00\"], \"session_ids\": [\"0686b5d8-e108-4a18-9270-f8fca1cf6d23\", \"4c4e017b-9c76-44e2-85ae-bf17ecce3b2b\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 6.81}, \"92526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-08 05:28:11.000000+00:00\", \"2021-03-25 03:34:41.000000+00:00\"], \"session_ids\": [\"a4f89a17-63c6-46db-872b-09778e63ed81\", \"0f7be450-b790-47d8-9b51-40ee4d154cce\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 5.382}, \"57143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-07-31 00:36:33.000000+00:00\", \"2023-05-15 21:18:52.000000+00:00\", \"2021-11-20 04:53:13.000000+00:00\", \"2020-08-22 15:23:13.000000+00:00\", \"2021-05-02 09:36:42.000000+00:00\", \"2021-06-12 14:30:58.000000+00:00\", \"2023-06-20 17:51:20.000000+00:00\", \"2020-01-06 19:04:14.000000+00:00\", \"2019-05-05 06:07:59.000000+00:00\", \"2021-12-04 04:05:03.000000+00:00\"], \"session_ids\": [\"c063c92b-1294-48a5-b8e6-35e04fede454\", \"6df23629-36a9-48ce-8ef3-c7bf11894596\", \"820ee923-071b-4876-af9f-425b707d7a82\", \"c40cdee2-0c83-441f-b3f5-f066d70c8cd5\", \"314b2951-4b4b-4fcb-9250-c4e6f0d59304\", \"238feb58-97c0-4715-9dca-716781156921\", \"1a887f6b-9fc9-43c3-b8aa-8d2f32c7c9bb\", \"50f82c08-a116-4e7f-b447-aaf9d2c44d35\", \"257c2f3d-21a8-4f14-8ddd-4d763317222d\", \"f7b03a80-8349-4297-b199-f3d6b1742f58\"], \"total_duration\": 11047.0, \"total_sessions\": 10, \"mean_week_duration\": 51.144}, \"17236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-14 00:32:14.000000+00:00\", \"2022-07-18 21:19:36.000000+00:00\"], \"session_ids\": [\"7abd9996-2f77-4314-a9ad-6952ec45fee6\", \"78af373a-216b-43bc-8db3-7d147aa6b693\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 1.889}, \"76103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-01 01:15:04.000000+00:00\", \"2019-07-26 17:56:19.000000+00:00\"], \"session_ids\": [\"a7720622-3675-4b3e-8b81-84c323c503ed\", \"34b573ec-e1d3-4357-a100-12c8f9595122\"], \"total_duration\": 319.0, \"total_sessions\": 2, \"mean_week_duration\": 12.76}, \"13737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-12-18 07:38:43.000000+00:00\", \"2021-02-28 05:01:09.000000+00:00\"], \"session_ids\": [\"65208c4b-0d6a-4d82-bd65-258b4e4e08e9\", \"aa0ede12-56b9-4e68-b512-6f0fb2b8f436\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.071}, \"14563\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-05 14:15:54.000000+00:00\", \"2019-04-10 19:44:12.000000+00:00\"], \"session_ids\": [\"32b6fc59-777d-4953-8cfe-0f8132f27a25\", \"06e0e36e-50e9-409a-981a-743c3e80ccbb\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 6.383}, \"29482\": {\"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\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-27 13:23:05.000000+00:00\", \"2023-04-28 18:26:16.000000+00:00\"], \"session_ids\": [\"8b44d301-ebb7-4e51-a663-8ba817621853\", \"4d06ff8b-3765-438d-b6a1-814d8cb2a433\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[5, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4392\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-24 18:47:55.000000+00:00\", \"2020-04-05 20:05:27.000000+00:00\"], \"session_ids\": [\"d1630208-58b8-4779-a236-24cbbcaf7aa4\", \"fdca5135-20d2-444c-8b62-b8027a031b99\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}, \"98645\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-07-10 00:48:14.000000+00:00\", \"2019-03-03 22:26:38.000000+00:00\"], \"session_ids\": [\"69df4725-ba57-49f9-b2f3-a5fd5f45ce31\", \"4d8bde10-2bd1-4892-8245-eea5b7c24fb9\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 5.577}, \"11966\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-15 07:46:47.000000+00:00\", \"2022-09-07 05:00:34.000000+00:00\"], \"session_ids\": [\"0686b5d8-e108-4a18-9270-f8fca1cf6d23\", \"4c4e017b-9c76-44e2-85ae-bf17ecce3b2b\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 6.81}, \"92526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-08 05:28:11.000000+00:00\", \"2021-03-25 03:34:41.000000+00:00\"], \"session_ids\": [\"a4f89a17-63c6-46db-872b-09778e63ed81\", \"0f7be450-b790-47d8-9b51-40ee4d154cce\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 5.382}, \"17236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-14 00:32:14.000000+00:00\", \"2022-07-18 21:19:36.000000+00:00\"], \"session_ids\": [\"7abd9996-2f77-4314-a9ad-6952ec45fee6\", \"78af373a-216b-43bc-8db3-7d147aa6b693\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 1.889}, \"76103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-01 01:15:04.000000+00:00\", \"2019-07-26 17:56:19.000000+00:00\"], \"session_ids\": [\"a7720622-3675-4b3e-8b81-84c323c503ed\", \"34b573ec-e1d3-4357-a100-12c8f9595122\"], \"total_duration\": 319.0, \"total_sessions\": 2, \"mean_week_duration\": 12.76}, \"13737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-12-18 07:38:43.000000+00:00\", \"2021-02-28 05:01:09.000000+00:00\"], \"session_ids\": [\"65208c4b-0d6a-4d82-bd65-258b4e4e08e9\", \"aa0ede12-56b9-4e68-b512-6f0fb2b8f436\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.071}, \"14563\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-05 14:15:54.000000+00:00\", \"2019-04-10 19:44:12.000000+00:00\"], \"session_ids\": [\"32b6fc59-777d-4953-8cfe-0f8132f27a25\", \"06e0e36e-50e9-409a-981a-743c3e80ccbb\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 6.383}, \"29482\": {\"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\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-27 13:23:05.000000+00:00\", \"2023-04-28 18:26:16.000000+00:00\"], \"session_ids\": [\"8b44d301-ebb7-4e51-a663-8ba817621853\", \"4d06ff8b-3765-438d-b6a1-814d8cb2a433\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4392\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-24 18:47:55.000000+00:00\", \"2020-04-05 20:05:27.000000+00:00\"], \"session_ids\": [\"d1630208-58b8-4779-a236-24cbbcaf7aa4\", \"fdca5135-20d2-444c-8b62-b8027a031b99\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}}, {\"13737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-12-18 07:38:43.000000+00:00\", \"2021-02-28 05:01:09.000000+00:00\"], \"session_ids\": [\"65208c4b-0d6a-4d82-bd65-258b4e4e08e9\", \"aa0ede12-56b9-4e68-b512-6f0fb2b8f436\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.071}}, {\"17236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-14 00:32:14.000000+00:00\", \"2022-07-18 21:19:36.000000+00:00\"], \"session_ids\": [\"7abd9996-2f77-4314-a9ad-6952ec45fee6\", \"78af373a-216b-43bc-8db3-7d147aa6b693\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 1.889}}, {\"29482\": {\"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\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-27 13:23:05.000000+00:00\", \"2023-04-28 18:26:16.000000+00:00\"], \"session_ids\": [\"8b44d301-ebb7-4e51-a663-8ba817621853\", \"4d06ff8b-3765-438d-b6a1-814d8cb2a433\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}}, {\"92526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-08 05:28:11.000000+00:00\", \"2021-03-25 03:34:41.000000+00:00\"], \"session_ids\": [\"a4f89a17-63c6-46db-872b-09778e63ed81\", \"0f7be450-b790-47d8-9b51-40ee4d154cce\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 5.382}}, {\"98645\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-07-10 00:48:14.000000+00:00\", \"2019-03-03 22:26:38.000000+00:00\"], \"session_ids\": [\"69df4725-ba57-49f9-b2f3-a5fd5f45ce31\", \"4d8bde10-2bd1-4892-8245-eea5b7c24fb9\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 5.577}}, {\"14563\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-05 14:15:54.000000+00:00\", \"2019-04-10 19:44:12.000000+00:00\"], \"session_ids\": [\"32b6fc59-777d-4953-8cfe-0f8132f27a25\", \"06e0e36e-50e9-409a-981a-743c3e80ccbb\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 6.383}}, {\"11966\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-15 07:46:47.000000+00:00\", \"2022-09-07 05:00:34.000000+00:00\"], \"session_ids\": [\"0686b5d8-e108-4a18-9270-f8fca1cf6d23\", \"4c4e017b-9c76-44e2-85ae-bf17ecce3b2b\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 6.81}}, {\"76103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-01 01:15:04.000000+00:00\", \"2019-07-26 17:56:19.000000+00:00\"], \"session_ids\": [\"a7720622-3675-4b3e-8b81-84c323c503ed\", \"34b573ec-e1d3-4357-a100-12c8f9595122\"], \"total_duration\": 319.0, \"total_sessions\": 2, \"mean_week_duration\": 12.76}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4392\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-24 18:47:55.000000+00:00\", \"2020-04-05 20:05:27.000000+00:00\"], \"session_ids\": [\"d1630208-58b8-4779-a236-24cbbcaf7aa4\", \"fdca5135-20d2-444c-8b62-b8027a031b99\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}}, {\"13737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-12-18 07:38:43.000000+00:00\", \"2021-02-28 05:01:09.000000+00:00\"], \"session_ids\": [\"65208c4b-0d6a-4d82-bd65-258b4e4e08e9\", \"aa0ede12-56b9-4e68-b512-6f0fb2b8f436\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.071}}]\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[{\"4392\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-24 18:47:55.000000+00:00\", \"2020-04-05 20:05:27.000000+00:00\"], \"session_ids\": [\"d1630208-58b8-4779-a236-24cbbcaf7aa4\", \"fdca5135-20d2-444c-8b62-b8027a031b99\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}}, {\"13737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-12-18 07:38:43.000000+00:00\", \"2021-02-28 05:01:09.000000+00:00\"], \"session_ids\": [\"65208c4b-0d6a-4d82-bd65-258b4e4e08e9\", \"aa0ede12-56b9-4e68-b512-6f0fb2b8f436\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.071}}]\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 5 users whose mean week duration exceeds 32 while staying below 2, exclusively 2 plus do sorting by town name decliningly."
}
] |
[
{
"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{\"71388\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-09-20 23:30:47.000000+00:00\", \"2019-09-11 10:59:26.000000+00:00\"], \"session_ids\": [\"9d8e8d38-f7c9-45df-a456-bbb9cb0e4512\", \"f5ab54ab-2f00-4281-bdc1-5fc7b899aecf\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 20.5}, \"15560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-31 21:51:45.000000+00:00\", \"2019-03-23 06:56:31.000000+00:00\", \"2023-04-30 06:36:50.000000+00:00\", \"2019-02-10 06:26:47.000000+00:00\"], \"session_ids\": [\"95364bc1-3b2e-43c8-9c84-bbc244b31ea1\", \"446a1e9d-0262-4ae6-b4a2-120690d0b9f4\", \"6f1a253f-3d19-4a48-b6a9-f35c776185a3\", \"6b19a370-5bdd-45e7-bf68-6d071a78cd3f\"], \"total_duration\": 249.0, \"total_sessions\": 4, \"mean_week_duration\": 1.132}, \"92052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-08-12 05:32:34.000000+00:00\", \"2019-06-01 21:08:02.000000+00:00\"], \"session_ids\": [\"5e007ea1-ed16-4e29-aeb2-4d3bde180fe8\", \"fe4421ef-3d6d-422a-a0a8-193124dd766d\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}, \"62956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-24 01:45:43.000000+00:00\", \"2022-07-28 11:10:46.000000+00:00\", \"2019-11-30 07:48:34.000000+00:00\"], \"session_ids\": [\"c6177194-8598-403b-8d92-3a45ca5da853\", \"d64cb4b0-d9ca-4aa9-bc7c-f06445375026\", \"6aafd2ac-9a42-4333-82b2-3b27b4abb4d2\"], \"total_duration\": 951.0, \"total_sessions\": 3, \"mean_week_duration\": 6.842}, \"34915\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-13 19:00:02.000000+00:00\", \"2019-12-30 23:34:52.000000+00:00\", \"2019-01-27 10:01:24.000000+00:00\", \"2021-06-21 03:44:13.000000+00:00\"], \"session_ids\": [\"865ed39e-b7be-4901-bce0-d61bb3a92406\", \"ae7a2d3d-8d9f-421c-8480-53ce8b37d6d0\", \"a2fdca71-e0ed-48f5-a06a-f7d5cf92ff02\", \"a4a0d091-3613-4e74-ad09-0e902e0375ef\"], \"total_duration\": 693.0, \"total_sessions\": 4, \"mean_week_duration\": 5.544}, \"94843\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-09 19:49:37.000000+00:00\", \"2020-10-10 10:55:42.000000+00:00\", \"2021-08-18 10:10:25.000000+00:00\", \"2020-08-30 16:22:00.000000+00:00\", \"2021-07-01 09:44:01.000000+00:00\", \"2020-07-15 09:13:38.000000+00:00\"], \"session_ids\": [\"39b834ac-d833-4fcd-94c6-3e339fdc985c\", \"836580f8-f647-4d48-8fe9-ebb36e5c9a4e\", \"45cce3c6-b5e8-4a0b-9778-bbd7f1c1f216\", \"0d6878d9-6c3e-4876-91d1-97f8d2829857\", \"e0e1f44b-8fc5-4fe4-8383-890da2fd7519\", \"9a20fcb8-823b-4d11-8fc2-b0c97bf2e4cb\"], \"total_duration\": 1666.0, \"total_sessions\": 6, \"mean_week_duration\": 29.228}, \"66613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-31 05:06:28.000000+00:00\", \"2019-12-20 12:22:21.000000+00:00\", \"2019-11-08 16:10:08.000000+00:00\", \"2021-08-15 01:53:47.000000+00:00\", \"2019-06-17 10:31:35.000000+00:00\", \"2020-10-05 04:22:29.000000+00:00\", \"2019-05-26 07:02:58.000000+00:00\", \"2022-03-31 19:59:09.000000+00:00\"], \"session_ids\": [\"c208077b-ebca-4a98-837f-a1ef621c8659\", \"5529d32d-65c7-41d7-adc0-655ac71f8c1f\", \"aebeca0e-f846-4519-92f4-e3ed6b7e338a\", \"5eb111e6-2f9b-44f3-85c5-6781ceb53faa\", \"e5017659-491e-44fb-b7e1-6aa00b78ac2f\", \"30a0ce06-3059-48a2-a405-d119378dd020\", \"aa2055ce-cbdd-4779-bdcc-672a058c36a8\", \"4ca12ce4-5493-4cf6-819c-95eecbd29491\"], \"total_duration\": 13722.0, \"total_sessions\": 8, \"mean_week_duration\": 68.269}, \"40092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-15 09:39:20.000000+00:00\", \"2022-03-22 04:42:01.000000+00:00\", \"2019-07-02 21:14:50.000000+00:00\", \"2020-04-11 10:46:24.000000+00:00\", \"2019-09-16 14:02:50.000000+00:00\"], \"session_ids\": [\"1e25c28e-271c-4300-9f05-447c37a06465\", \"d1485eb2-9a15-4462-bd2c-7a8421dab6ad\", \"a65501e9-5887-4b87-b3de-ed7bf0dced94\", \"6e344cd2-9a57-4f55-bf1f-24a557a2ba27\", \"2b4b23e1-095f-49f6-bd3b-fcb82232794e\"], \"total_duration\": 130.0, \"total_sessions\": 5, \"mean_week_duration\": 0.915}, \"18077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-09-09 02:13:42.000000+00:00\", \"2023-01-16 10:36:38.000000+00:00\", \"2022-09-27 14:34:41.000000+00:00\"], \"session_ids\": [\"d91facb4-d817-4b8d-8374-db5ce24cc2d6\", \"27a756d4-d74b-4cc1-bea7-752cebea98a3\", \"5c320370-4e08-41fc-b42c-56468b6278bf\"], \"total_duration\": 227.0, \"total_sessions\": 3, \"mean_week_duration\": 1.297}, \"13157\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-26 19:58:55.000000+00:00\", \"2022-12-12 16:52:19.000000+00:00\"], \"session_ids\": [\"34d40ad5-3d0b-4902-a984-985b3d1b61d2\", \"fef70d1a-c088-4c7f-ba8e-105f8d21dc88\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 6.4}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 2 and are equal or greater than 32"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-31 21:51:45.000000+00:00\", \"2019-03-23 06:56:31.000000+00:00\", \"2023-04-30 06:36:50.000000+00:00\", \"2019-02-10 06:26:47.000000+00:00\"], \"session_ids\": [\"95364bc1-3b2e-43c8-9c84-bbc244b31ea1\", \"446a1e9d-0262-4ae6-b4a2-120690d0b9f4\", \"6f1a253f-3d19-4a48-b6a9-f35c776185a3\", \"6b19a370-5bdd-45e7-bf68-6d071a78cd3f\"], \"total_duration\": 249.0, \"total_sessions\": 4, \"mean_week_duration\": 1.132}, \"92052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-08-12 05:32:34.000000+00:00\", \"2019-06-01 21:08:02.000000+00:00\"], \"session_ids\": [\"5e007ea1-ed16-4e29-aeb2-4d3bde180fe8\", \"fe4421ef-3d6d-422a-a0a8-193124dd766d\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}, \"40092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-15 09:39:20.000000+00:00\", \"2022-03-22 04:42:01.000000+00:00\", \"2019-07-02 21:14:50.000000+00:00\", \"2020-04-11 10:46:24.000000+00:00\", \"2019-09-16 14:02:50.000000+00:00\"], \"session_ids\": [\"1e25c28e-271c-4300-9f05-447c37a06465\", \"d1485eb2-9a15-4462-bd2c-7a8421dab6ad\", \"a65501e9-5887-4b87-b3de-ed7bf0dced94\", \"6e344cd2-9a57-4f55-bf1f-24a557a2ba27\", \"2b4b23e1-095f-49f6-bd3b-fcb82232794e\"], \"total_duration\": 130.0, \"total_sessions\": 5, \"mean_week_duration\": 0.915}, \"18077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-09-09 02:13:42.000000+00:00\", \"2023-01-16 10:36:38.000000+00:00\", \"2022-09-27 14:34:41.000000+00:00\"], \"session_ids\": [\"d91facb4-d817-4b8d-8374-db5ce24cc2d6\", \"27a756d4-d74b-4cc1-bea7-752cebea98a3\", \"5c320370-4e08-41fc-b42c-56468b6278bf\"], \"total_duration\": 227.0, \"total_sessions\": 3, \"mean_week_duration\": 1.297}, \"66613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-31 05:06:28.000000+00:00\", \"2019-12-20 12:22:21.000000+00:00\", \"2019-11-08 16:10:08.000000+00:00\", \"2021-08-15 01:53:47.000000+00:00\", \"2019-06-17 10:31:35.000000+00:00\", \"2020-10-05 04:22:29.000000+00:00\", \"2019-05-26 07:02:58.000000+00:00\", \"2022-03-31 19:59:09.000000+00:00\"], \"session_ids\": [\"c208077b-ebca-4a98-837f-a1ef621c8659\", \"5529d32d-65c7-41d7-adc0-655ac71f8c1f\", \"aebeca0e-f846-4519-92f4-e3ed6b7e338a\", \"5eb111e6-2f9b-44f3-85c5-6781ceb53faa\", \"e5017659-491e-44fb-b7e1-6aa00b78ac2f\", \"30a0ce06-3059-48a2-a405-d119378dd020\", \"aa2055ce-cbdd-4779-bdcc-672a058c36a8\", \"4ca12ce4-5493-4cf6-819c-95eecbd29491\"], \"total_duration\": 13722.0, \"total_sessions\": 8, \"mean_week_duration\": 68.269}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"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[{\"92052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-08-12 05:32:34.000000+00:00\", \"2019-06-01 21:08:02.000000+00:00\"], \"session_ids\": [\"5e007ea1-ed16-4e29-aeb2-4d3bde180fe8\", \"fe4421ef-3d6d-422a-a0a8-193124dd766d\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}}, {\"18077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-09-09 02:13:42.000000+00:00\", \"2023-01-16 10:36:38.000000+00:00\", \"2022-09-27 14:34:41.000000+00:00\"], \"session_ids\": [\"d91facb4-d817-4b8d-8374-db5ce24cc2d6\", \"27a756d4-d74b-4cc1-bea7-752cebea98a3\", \"5c320370-4e08-41fc-b42c-56468b6278bf\"], \"total_duration\": 227.0, \"total_sessions\": 3, \"mean_week_duration\": 1.297}}, {\"40092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-15 09:39:20.000000+00:00\", \"2022-03-22 04:42:01.000000+00:00\", \"2019-07-02 21:14:50.000000+00:00\", \"2020-04-11 10:46:24.000000+00:00\", \"2019-09-16 14:02:50.000000+00:00\"], \"session_ids\": [\"1e25c28e-271c-4300-9f05-447c37a06465\", \"d1485eb2-9a15-4462-bd2c-7a8421dab6ad\", \"a65501e9-5887-4b87-b3de-ed7bf0dced94\", \"6e344cd2-9a57-4f55-bf1f-24a557a2ba27\", \"2b4b23e1-095f-49f6-bd3b-fcb82232794e\"], \"total_duration\": 130.0, \"total_sessions\": 5, \"mean_week_duration\": 0.915}}, {\"66613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-31 05:06:28.000000+00:00\", \"2019-12-20 12:22:21.000000+00:00\", \"2019-11-08 16:10:08.000000+00:00\", \"2021-08-15 01:53:47.000000+00:00\", \"2019-06-17 10:31:35.000000+00:00\", \"2020-10-05 04:22:29.000000+00:00\", \"2019-05-26 07:02:58.000000+00:00\", \"2022-03-31 19:59:09.000000+00:00\"], \"session_ids\": [\"c208077b-ebca-4a98-837f-a1ef621c8659\", \"5529d32d-65c7-41d7-adc0-655ac71f8c1f\", \"aebeca0e-f846-4519-92f4-e3ed6b7e338a\", \"5eb111e6-2f9b-44f3-85c5-6781ceb53faa\", \"e5017659-491e-44fb-b7e1-6aa00b78ac2f\", \"30a0ce06-3059-48a2-a405-d119378dd020\", \"aa2055ce-cbdd-4779-bdcc-672a058c36a8\", \"4ca12ce4-5493-4cf6-819c-95eecbd29491\"], \"total_duration\": 13722.0, \"total_sessions\": 8, \"mean_week_duration\": 68.269}}, {\"15560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-31 21:51:45.000000+00:00\", \"2019-03-23 06:56:31.000000+00:00\", \"2023-04-30 06:36:50.000000+00:00\", \"2019-02-10 06:26:47.000000+00:00\"], \"session_ids\": [\"95364bc1-3b2e-43c8-9c84-bbc244b31ea1\", \"446a1e9d-0262-4ae6-b4a2-120690d0b9f4\", \"6f1a253f-3d19-4a48-b6a9-f35c776185a3\", \"6b19a370-5bdd-45e7-bf68-6d071a78cd3f\"], \"total_duration\": 249.0, \"total_sessions\": 4, \"mean_week_duration\": 1.132}}]\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[{\"92052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-08-12 05:32:34.000000+00:00\", \"2019-06-01 21:08:02.000000+00:00\"], \"session_ids\": [\"5e007ea1-ed16-4e29-aeb2-4d3bde180fe8\", \"fe4421ef-3d6d-422a-a0a8-193124dd766d\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}}, {\"18077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-09-09 02:13:42.000000+00:00\", \"2023-01-16 10:36:38.000000+00:00\", \"2022-09-27 14:34:41.000000+00:00\"], \"session_ids\": [\"d91facb4-d817-4b8d-8374-db5ce24cc2d6\", \"27a756d4-d74b-4cc1-bea7-752cebea98a3\", \"5c320370-4e08-41fc-b42c-56468b6278bf\"], \"total_duration\": 227.0, \"total_sessions\": 3, \"mean_week_duration\": 1.297}}, {\"40092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-15 09:39:20.000000+00:00\", \"2022-03-22 04:42:01.000000+00:00\", \"2019-07-02 21:14:50.000000+00:00\", \"2020-04-11 10:46:24.000000+00:00\", \"2019-09-16 14:02:50.000000+00:00\"], \"session_ids\": [\"1e25c28e-271c-4300-9f05-447c37a06465\", \"d1485eb2-9a15-4462-bd2c-7a8421dab6ad\", \"a65501e9-5887-4b87-b3de-ed7bf0dced94\", \"6e344cd2-9a57-4f55-bf1f-24a557a2ba27\", \"2b4b23e1-095f-49f6-bd3b-fcb82232794e\"], \"total_duration\": 130.0, \"total_sessions\": 5, \"mean_week_duration\": 0.915}}, {\"66613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-31 05:06:28.000000+00:00\", \"2019-12-20 12:22:21.000000+00:00\", \"2019-11-08 16:10:08.000000+00:00\", \"2021-08-15 01:53:47.000000+00:00\", \"2019-06-17 10:31:35.000000+00:00\", \"2020-10-05 04:22:29.000000+00:00\", \"2019-05-26 07:02:58.000000+00:00\", \"2022-03-31 19:59:09.000000+00:00\"], \"session_ids\": [\"c208077b-ebca-4a98-837f-a1ef621c8659\", \"5529d32d-65c7-41d7-adc0-655ac71f8c1f\", \"aebeca0e-f846-4519-92f4-e3ed6b7e338a\", \"5eb111e6-2f9b-44f3-85c5-6781ceb53faa\", \"e5017659-491e-44fb-b7e1-6aa00b78ac2f\", \"30a0ce06-3059-48a2-a405-d119378dd020\", \"aa2055ce-cbdd-4779-bdcc-672a058c36a8\", \"4ca12ce4-5493-4cf6-819c-95eecbd29491\"], \"total_duration\": 13722.0, \"total_sessions\": 8, \"mean_week_duration\": 68.269}}, {\"15560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-31 21:51:45.000000+00:00\", \"2019-03-23 06:56:31.000000+00:00\", \"2023-04-30 06:36:50.000000+00:00\", \"2019-02-10 06:26:47.000000+00:00\"], \"session_ids\": [\"95364bc1-3b2e-43c8-9c84-bbc244b31ea1\", \"446a1e9d-0262-4ae6-b4a2-120690d0b9f4\", \"6f1a253f-3d19-4a48-b6a9-f35c776185a3\", \"6b19a370-5bdd-45e7-bf68-6d071a78cd3f\"], \"total_duration\": 249.0, \"total_sessions\": 4, \"mean_week_duration\": 1.132}}]\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[{\"92052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-08-12 05:32:34.000000+00:00\", \"2019-06-01 21:08:02.000000+00:00\"], \"session_ids\": [\"5e007ea1-ed16-4e29-aeb2-4d3bde180fe8\", \"fe4421ef-3d6d-422a-a0a8-193124dd766d\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}}, {\"18077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-09-09 02:13:42.000000+00:00\", \"2023-01-16 10:36:38.000000+00:00\", \"2022-09-27 14:34:41.000000+00:00\"], \"session_ids\": [\"d91facb4-d817-4b8d-8374-db5ce24cc2d6\", \"27a756d4-d74b-4cc1-bea7-752cebea98a3\", \"5c320370-4e08-41fc-b42c-56468b6278bf\"], \"total_duration\": 227.0, \"total_sessions\": 3, \"mean_week_duration\": 1.297}}, {\"40092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-15 09:39:20.000000+00:00\", \"2022-03-22 04:42:01.000000+00:00\", \"2019-07-02 21:14:50.000000+00:00\", \"2020-04-11 10:46:24.000000+00:00\", \"2019-09-16 14:02:50.000000+00:00\"], \"session_ids\": [\"1e25c28e-271c-4300-9f05-447c37a06465\", \"d1485eb2-9a15-4462-bd2c-7a8421dab6ad\", \"a65501e9-5887-4b87-b3de-ed7bf0dced94\", \"6e344cd2-9a57-4f55-bf1f-24a557a2ba27\", \"2b4b23e1-095f-49f6-bd3b-fcb82232794e\"], \"total_duration\": 130.0, \"total_sessions\": 5, \"mean_week_duration\": 0.915}}, {\"66613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-31 05:06:28.000000+00:00\", \"2019-12-20 12:22:21.000000+00:00\", \"2019-11-08 16:10:08.000000+00:00\", \"2021-08-15 01:53:47.000000+00:00\", \"2019-06-17 10:31:35.000000+00:00\", \"2020-10-05 04:22:29.000000+00:00\", \"2019-05-26 07:02:58.000000+00:00\", \"2022-03-31 19:59:09.000000+00:00\"], \"session_ids\": [\"c208077b-ebca-4a98-837f-a1ef621c8659\", \"5529d32d-65c7-41d7-adc0-655ac71f8c1f\", \"aebeca0e-f846-4519-92f4-e3ed6b7e338a\", \"5eb111e6-2f9b-44f3-85c5-6781ceb53faa\", \"e5017659-491e-44fb-b7e1-6aa00b78ac2f\", \"30a0ce06-3059-48a2-a405-d119378dd020\", \"aa2055ce-cbdd-4779-bdcc-672a058c36a8\", \"4ca12ce4-5493-4cf6-819c-95eecbd29491\"], \"total_duration\": 13722.0, \"total_sessions\": 8, \"mean_week_duration\": 68.269}}, {\"15560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-31 21:51:45.000000+00:00\", \"2019-03-23 06:56:31.000000+00:00\", \"2023-04-30 06:36:50.000000+00:00\", \"2019-02-10 06:26:47.000000+00:00\"], \"session_ids\": [\"95364bc1-3b2e-43c8-9c84-bbc244b31ea1\", \"446a1e9d-0262-4ae6-b4a2-120690d0b9f4\", \"6f1a253f-3d19-4a48-b6a9-f35c776185a3\", \"6b19a370-5bdd-45e7-bf68-6d071a78cd3f\"], \"total_duration\": 249.0, \"total_sessions\": 4, \"mean_week_duration\": 1.132}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 5 users who have total_duration strictly smaller than AAA , apply sorting by overall quantity of sessions from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-21 12:06:43.000000+00:00\", \"2019-03-14 00:07:05.000000+00:00\"], \"session_ids\": [\"71b6a1c3-dedc-4506-bce2-bf2c5bf5a30b\", \"f881912c-272a-4848-b7a8-5e824f652aa4\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.555}, \"48797\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-22 00:50:45.000000+00:00\", \"2020-09-14 09:56:43.000000+00:00\", \"2022-01-08 03:37:08.000000+00:00\"], \"session_ids\": [\"784f95d8-1f15-4d40-982b-268a84aa26ce\", \"053329d1-ed11-4f04-96bf-05906182d910\", \"7ec216fc-a36b-4ec4-839d-98a6fb268ec7\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 4.522}, \"90181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-07 04:45:18.000000+00:00\", \"2020-09-04 03:18:08.000000+00:00\", \"2022-12-20 19:02:52.000000+00:00\"], \"session_ids\": [\"05fa0227-57a3-4051-acf8-00dbbb111ef0\", \"9eb6f9b7-05a4-4ee4-b41b-8ce38eb0755e\", \"bc408fcf-f070-4ca8-82e9-b9c49ff61e10\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.208}, \"79162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-03-05 06:04:48.000000+00:00\", \"2021-05-08 05:36:46.000000+00:00\"], \"session_ids\": [\"31b4ef68-8bc9-4a82-8fb6-b5fc3a566ac5\", \"7a8960fd-4626-4ef4-9b2c-5395907a3f8b\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.771}, \"49133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-01 22:17:01.000000+00:00\", \"2019-11-24 18:55:14.000000+00:00\", \"2023-01-04 22:51:43.000000+00:00\"], \"session_ids\": [\"babfcd15-fbf5-4665-b356-9e8262364a33\", \"72975bf7-4034-4822-b94b-c363f43d73aa\", \"b541ffc0-ec80-4638-9a04-38b292b88554\"], \"total_duration\": 102.0, \"total_sessions\": 3, \"mean_week_duration\": 0.596}, \"76794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-09 13:23:58.000000+00:00\", \"2021-07-08 06:56:27.000000+00:00\"], \"session_ids\": [\"81d636f9-acf0-433a-8b90-dbef9ed3fa94\", \"59686dc1-8779-4f92-be6b-ac761d8c9b09\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 2.973}, \"9004\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-11 06:28:42.000000+00:00\", \"2020-10-25 20:03:03.000000+00:00\"], \"session_ids\": [\"45699c62-c168-40cd-8c3a-b6536d901b8a\", \"6fecba35-a857-4763-8aa1-6e7263b2a1b6\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 4.685}, \"61053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-05 11:38:22.000000+00:00\", \"2022-05-19 04:17:19.000000+00:00\"], \"session_ids\": [\"b13891ec-1f19-4ab9-9500-93364e2867c8\", \"59e5359f-70f1-4d2c-88e5-1d8ecf5b4146\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.55}, \"6309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-06 08:22:21.000000+00:00\", \"2019-09-09 16:03:08.000000+00:00\"], \"session_ids\": [\"43153b29-2e74-4ad1-9278-0f33f3da99fa\", \"5721f5fd-67f0-41c1-9489-05b2bef21450\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 2.115}, \"66469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-18 09:17:51.000000+00:00\", \"2019-06-21 17:16:10.000000+00:00\"], \"session_ids\": [\"eeaac931-fe23-4717-a007-bb81f15535fe\", \"542c8dda-f4d9-4451-b245-c5028adbd1f5\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 1678"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[1678, 4715]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-21 12:06:43.000000+00:00\", \"2019-03-14 00:07:05.000000+00:00\"], \"session_ids\": [\"71b6a1c3-dedc-4506-bce2-bf2c5bf5a30b\", \"f881912c-272a-4848-b7a8-5e824f652aa4\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.555}, \"48797\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-22 00:50:45.000000+00:00\", \"2020-09-14 09:56:43.000000+00:00\", \"2022-01-08 03:37:08.000000+00:00\"], \"session_ids\": [\"784f95d8-1f15-4d40-982b-268a84aa26ce\", \"053329d1-ed11-4f04-96bf-05906182d910\", \"7ec216fc-a36b-4ec4-839d-98a6fb268ec7\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 4.522}, \"90181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-07 04:45:18.000000+00:00\", \"2020-09-04 03:18:08.000000+00:00\", \"2022-12-20 19:02:52.000000+00:00\"], \"session_ids\": [\"05fa0227-57a3-4051-acf8-00dbbb111ef0\", \"9eb6f9b7-05a4-4ee4-b41b-8ce38eb0755e\", \"bc408fcf-f070-4ca8-82e9-b9c49ff61e10\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.208}, \"79162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-03-05 06:04:48.000000+00:00\", \"2021-05-08 05:36:46.000000+00:00\"], \"session_ids\": [\"31b4ef68-8bc9-4a82-8fb6-b5fc3a566ac5\", \"7a8960fd-4626-4ef4-9b2c-5395907a3f8b\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.771}, \"49133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-01 22:17:01.000000+00:00\", \"2019-11-24 18:55:14.000000+00:00\", \"2023-01-04 22:51:43.000000+00:00\"], \"session_ids\": [\"babfcd15-fbf5-4665-b356-9e8262364a33\", \"72975bf7-4034-4822-b94b-c363f43d73aa\", \"b541ffc0-ec80-4638-9a04-38b292b88554\"], \"total_duration\": 102.0, \"total_sessions\": 3, \"mean_week_duration\": 0.596}, \"76794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-09 13:23:58.000000+00:00\", \"2021-07-08 06:56:27.000000+00:00\"], \"session_ids\": [\"81d636f9-acf0-433a-8b90-dbef9ed3fa94\", \"59686dc1-8779-4f92-be6b-ac761d8c9b09\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 2.973}, \"9004\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-11 06:28:42.000000+00:00\", \"2020-10-25 20:03:03.000000+00:00\"], \"session_ids\": [\"45699c62-c168-40cd-8c3a-b6536d901b8a\", \"6fecba35-a857-4763-8aa1-6e7263b2a1b6\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 4.685}, \"61053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-05 11:38:22.000000+00:00\", \"2022-05-19 04:17:19.000000+00:00\"], \"session_ids\": [\"b13891ec-1f19-4ab9-9500-93364e2867c8\", \"59e5359f-70f1-4d2c-88e5-1d8ecf5b4146\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.55}, \"6309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-06 08:22:21.000000+00:00\", \"2019-09-09 16:03:08.000000+00:00\"], \"session_ids\": [\"43153b29-2e74-4ad1-9278-0f33f3da99fa\", \"5721f5fd-67f0-41c1-9489-05b2bef21450\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 2.115}, \"66469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-18 09:17:51.000000+00:00\", \"2019-06-21 17:16:10.000000+00:00\"], \"session_ids\": [\"eeaac931-fe23-4717-a007-bb81f15535fe\", \"542c8dda-f4d9-4451-b245-c5028adbd1f5\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48797\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-22 00:50:45.000000+00:00\", \"2020-09-14 09:56:43.000000+00:00\", \"2022-01-08 03:37:08.000000+00:00\"], \"session_ids\": [\"784f95d8-1f15-4d40-982b-268a84aa26ce\", \"053329d1-ed11-4f04-96bf-05906182d910\", \"7ec216fc-a36b-4ec4-839d-98a6fb268ec7\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 4.522}}, {\"90181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-07 04:45:18.000000+00:00\", \"2020-09-04 03:18:08.000000+00:00\", \"2022-12-20 19:02:52.000000+00:00\"], \"session_ids\": [\"05fa0227-57a3-4051-acf8-00dbbb111ef0\", \"9eb6f9b7-05a4-4ee4-b41b-8ce38eb0755e\", \"bc408fcf-f070-4ca8-82e9-b9c49ff61e10\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.208}}, {\"49133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-01 22:17:01.000000+00:00\", \"2019-11-24 18:55:14.000000+00:00\", \"2023-01-04 22:51:43.000000+00:00\"], \"session_ids\": [\"babfcd15-fbf5-4665-b356-9e8262364a33\", \"72975bf7-4034-4822-b94b-c363f43d73aa\", \"b541ffc0-ec80-4638-9a04-38b292b88554\"], \"total_duration\": 102.0, \"total_sessions\": 3, \"mean_week_duration\": 0.596}}, {\"91056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-21 12:06:43.000000+00:00\", \"2019-03-14 00:07:05.000000+00:00\"], \"session_ids\": [\"71b6a1c3-dedc-4506-bce2-bf2c5bf5a30b\", \"f881912c-272a-4848-b7a8-5e824f652aa4\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.555}}, {\"79162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-03-05 06:04:48.000000+00:00\", \"2021-05-08 05:36:46.000000+00:00\"], \"session_ids\": [\"31b4ef68-8bc9-4a82-8fb6-b5fc3a566ac5\", \"7a8960fd-4626-4ef4-9b2c-5395907a3f8b\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.771}}, {\"76794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-09 13:23:58.000000+00:00\", \"2021-07-08 06:56:27.000000+00:00\"], \"session_ids\": [\"81d636f9-acf0-433a-8b90-dbef9ed3fa94\", \"59686dc1-8779-4f92-be6b-ac761d8c9b09\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 2.973}}, {\"9004\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-11 06:28:42.000000+00:00\", \"2020-10-25 20:03:03.000000+00:00\"], \"session_ids\": [\"45699c62-c168-40cd-8c3a-b6536d901b8a\", \"6fecba35-a857-4763-8aa1-6e7263b2a1b6\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 4.685}}, {\"61053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-05 11:38:22.000000+00:00\", \"2022-05-19 04:17:19.000000+00:00\"], \"session_ids\": [\"b13891ec-1f19-4ab9-9500-93364e2867c8\", \"59e5359f-70f1-4d2c-88e5-1d8ecf5b4146\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.55}}, {\"6309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-06 08:22:21.000000+00:00\", \"2019-09-09 16:03:08.000000+00:00\"], \"session_ids\": [\"43153b29-2e74-4ad1-9278-0f33f3da99fa\", \"5721f5fd-67f0-41c1-9489-05b2bef21450\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 2.115}}, {\"66469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-18 09:17:51.000000+00:00\", \"2019-06-21 17:16:10.000000+00:00\"], \"session_ids\": [\"eeaac931-fe23-4717-a007-bb81f15535fe\", \"542c8dda-f4d9-4451-b245-c5028adbd1f5\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding 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[{\"48797\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-22 00:50:45.000000+00:00\", \"2020-09-14 09:56:43.000000+00:00\", \"2022-01-08 03:37:08.000000+00:00\"], \"session_ids\": [\"784f95d8-1f15-4d40-982b-268a84aa26ce\", \"053329d1-ed11-4f04-96bf-05906182d910\", \"7ec216fc-a36b-4ec4-839d-98a6fb268ec7\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 4.522}}, {\"90181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-07 04:45:18.000000+00:00\", \"2020-09-04 03:18:08.000000+00:00\", \"2022-12-20 19:02:52.000000+00:00\"], \"session_ids\": [\"05fa0227-57a3-4051-acf8-00dbbb111ef0\", \"9eb6f9b7-05a4-4ee4-b41b-8ce38eb0755e\", \"bc408fcf-f070-4ca8-82e9-b9c49ff61e10\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.208}}, {\"49133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-01 22:17:01.000000+00:00\", \"2019-11-24 18:55:14.000000+00:00\", \"2023-01-04 22:51:43.000000+00:00\"], \"session_ids\": [\"babfcd15-fbf5-4665-b356-9e8262364a33\", \"72975bf7-4034-4822-b94b-c363f43d73aa\", \"b541ffc0-ec80-4638-9a04-38b292b88554\"], \"total_duration\": 102.0, \"total_sessions\": 3, \"mean_week_duration\": 0.596}}, {\"91056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-21 12:06:43.000000+00:00\", \"2019-03-14 00:07:05.000000+00:00\"], \"session_ids\": [\"71b6a1c3-dedc-4506-bce2-bf2c5bf5a30b\", \"f881912c-272a-4848-b7a8-5e824f652aa4\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.555}}, {\"79162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-03-05 06:04:48.000000+00:00\", \"2021-05-08 05:36:46.000000+00:00\"], \"session_ids\": [\"31b4ef68-8bc9-4a82-8fb6-b5fc3a566ac5\", \"7a8960fd-4626-4ef4-9b2c-5395907a3f8b\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.771}}]\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[{\"48797\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-22 00:50:45.000000+00:00\", \"2020-09-14 09:56:43.000000+00:00\", \"2022-01-08 03:37:08.000000+00:00\"], \"session_ids\": [\"784f95d8-1f15-4d40-982b-268a84aa26ce\", \"053329d1-ed11-4f04-96bf-05906182d910\", \"7ec216fc-a36b-4ec4-839d-98a6fb268ec7\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 4.522}}, {\"90181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-07 04:45:18.000000+00:00\", \"2020-09-04 03:18:08.000000+00:00\", \"2022-12-20 19:02:52.000000+00:00\"], \"session_ids\": [\"05fa0227-57a3-4051-acf8-00dbbb111ef0\", \"9eb6f9b7-05a4-4ee4-b41b-8ce38eb0755e\", \"bc408fcf-f070-4ca8-82e9-b9c49ff61e10\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.208}}, {\"49133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-01 22:17:01.000000+00:00\", \"2019-11-24 18:55:14.000000+00:00\", \"2023-01-04 22:51:43.000000+00:00\"], \"session_ids\": [\"babfcd15-fbf5-4665-b356-9e8262364a33\", \"72975bf7-4034-4822-b94b-c363f43d73aa\", \"b541ffc0-ec80-4638-9a04-38b292b88554\"], \"total_duration\": 102.0, \"total_sessions\": 3, \"mean_week_duration\": 0.596}}, {\"91056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-21 12:06:43.000000+00:00\", \"2019-03-14 00:07:05.000000+00:00\"], \"session_ids\": [\"71b6a1c3-dedc-4506-bce2-bf2c5bf5a30b\", \"f881912c-272a-4848-b7a8-5e824f652aa4\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.555}}, {\"79162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-03-05 06:04:48.000000+00:00\", \"2021-05-08 05:36:46.000000+00:00\"], \"session_ids\": [\"31b4ef68-8bc9-4a82-8fb6-b5fc3a566ac5\", \"7a8960fd-4626-4ef4-9b2c-5395907a3f8b\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.771}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 8 users whose duration of sessions per week is less than 24 and strictly greater than 50 as well as execute sorting by time in app per week form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-28 06:55:39.000000+00:00\", \"2022-09-07 17:37:30.000000+00:00\", \"2023-06-12 18:28:52.000000+00:00\", \"2021-08-14 01:46:36.000000+00:00\"], \"session_ids\": [\"1c1c5ea9-7f62-4780-a7de-92843445bc90\", \"669cb164-7eed-4651-859d-eb173cae6d77\", \"df534abb-a41c-4559-b44c-51d29d1c16ae\", \"9c7bbb20-5ac8-413b-bba6-8cf17a56e116\"], \"total_duration\": 1082.0, \"total_sessions\": 4, \"mean_week_duration\": 5.978}, \"12678\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-17 04:39:17.000000+00:00\", \"2022-11-18 20:17:30.000000+00:00\"], \"session_ids\": [\"0593a969-e671-4f3f-a872-ea751030c725\", \"a4f91d6b-3ffc-4e36-8760-29797354c087\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 85.5}, \"39580\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-17 14:35:11.000000+00:00\", \"2022-07-16 16:56:18.000000+00:00\"], \"session_ids\": [\"8480f7c6-4b47-4490-b922-eb3492e0c562\", \"683e413c-f834-49ce-b4ee-98af9d3da2cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"17286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-19 05:42:22.000000+00:00\", \"2019-07-08 17:43:12.000000+00:00\"], \"session_ids\": [\"bb94b22b-dd3b-40ee-9033-30e5e7e26462\", \"b1f9c8a4-5d34-4067-a727-3dc9ac44acf6\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}, \"93022\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-02-27 19:57:49.000000+00:00\", \"2022-08-15 13:34:51.000000+00:00\"], \"session_ids\": [\"ad5891bc-818d-4625-be90-0056a63d0f4f\", \"ec397a8f-b1eb-436c-b391-f764e5c7b49c\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 2.884}, \"26111\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-18 09:48:45.000000+00:00\", \"2021-01-19 08:36:21.000000+00:00\", \"2020-04-15 09:09:09.000000+00:00\", \"2020-12-28 21:55:57.000000+00:00\", \"2020-05-18 14:18:03.000000+00:00\", \"2021-09-18 09:01:44.000000+00:00\"], \"session_ids\": [\"adbba032-6ee4-4b20-9db9-6717d40ae026\", \"aa7d42c9-24fa-4800-b3cb-5ed7e04cb879\", \"40c3af7e-1f94-4875-a2af-b8ad44739082\", \"c187ce31-75d8-4579-b17e-7f4716849fbc\", \"f1c655ca-b520-4abe-a89d-ddd353fdace3\", \"40d67785-d5d8-4e19-bf61-115bdd9e8ea5\"], \"total_duration\": 604.0, \"total_sessions\": 6, \"mean_week_duration\": 4.054}, \"38323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-23 18:27:46.000000+00:00\", \"2021-03-16 01:21:36.000000+00:00\", \"2022-07-21 06:38:50.000000+00:00\", \"2019-11-23 16:12:48.000000+00:00\", \"2020-08-21 17:47:22.000000+00:00\"], \"session_ids\": [\"d1f6ce7d-b9e1-4fb9-9adc-4a4b4959c0c3\", \"46ae9e62-955e-4a6f-8f84-718023f5bfcd\", \"13284f95-84fa-4aa4-91c7-ede658b3a83b\", \"74cc2a5d-f2ab-41a2-8a11-915ab96bc71a\", \"a3d4dcf5-6a5b-48e4-a6d0-a821ca472e41\"], \"total_duration\": 502.0, \"total_sessions\": 5, \"mean_week_duration\": 3.042}, \"88520\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-10 06:29:17.000000+00:00\", \"2022-11-22 09:35:27.000000+00:00\"], \"session_ids\": [\"a365474c-7c8c-4da7-b331-ae81c7605ee8\", \"fbba6407-756b-46bb-a51a-dbb577e291b0\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 13.708}, \"65506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-30 23:44:53.000000+00:00\", \"2021-02-19 15:06:50.000000+00:00\"], \"session_ids\": [\"27d8e147-f57e-4e7e-aa34-250fd7e8d893\", \"c90c86e9-e296-4856-a829-3a5452ef2bcc\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}, \"45969\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-06 01:53:04.000000+00:00\", \"2022-03-23 03:51:31.000000+00:00\", \"2022-04-04 11:02:04.000000+00:00\", \"2020-03-29 11:47:39.000000+00:00\"], \"session_ids\": [\"93c35009-96e4-4a07-b814-aa4eee3507d8\", \"69808a45-257d-4922-a4a2-4fcf6fcff804\", \"801f3a5c-d3dc-4a61-b8cb-516904c509ae\", \"5dcd8df6-782c-4128-95a9-49a27b4bb02f\"], \"total_duration\": 118.0, \"total_sessions\": 4, \"mean_week_duration\": 1.124}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 24 and are greater than 50"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-28 06:55:39.000000+00:00\", \"2022-09-07 17:37:30.000000+00:00\", \"2023-06-12 18:28:52.000000+00:00\", \"2021-08-14 01:46:36.000000+00:00\"], \"session_ids\": [\"1c1c5ea9-7f62-4780-a7de-92843445bc90\", \"669cb164-7eed-4651-859d-eb173cae6d77\", \"df534abb-a41c-4559-b44c-51d29d1c16ae\", \"9c7bbb20-5ac8-413b-bba6-8cf17a56e116\"], \"total_duration\": 1082.0, \"total_sessions\": 4, \"mean_week_duration\": 5.978}, \"39580\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-17 14:35:11.000000+00:00\", \"2022-07-16 16:56:18.000000+00:00\"], \"session_ids\": [\"8480f7c6-4b47-4490-b922-eb3492e0c562\", \"683e413c-f834-49ce-b4ee-98af9d3da2cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"17286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-19 05:42:22.000000+00:00\", \"2019-07-08 17:43:12.000000+00:00\"], \"session_ids\": [\"bb94b22b-dd3b-40ee-9033-30e5e7e26462\", \"b1f9c8a4-5d34-4067-a727-3dc9ac44acf6\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}, \"93022\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-02-27 19:57:49.000000+00:00\", \"2022-08-15 13:34:51.000000+00:00\"], \"session_ids\": [\"ad5891bc-818d-4625-be90-0056a63d0f4f\", \"ec397a8f-b1eb-436c-b391-f764e5c7b49c\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 2.884}, \"26111\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-18 09:48:45.000000+00:00\", \"2021-01-19 08:36:21.000000+00:00\", \"2020-04-15 09:09:09.000000+00:00\", \"2020-12-28 21:55:57.000000+00:00\", \"2020-05-18 14:18:03.000000+00:00\", \"2021-09-18 09:01:44.000000+00:00\"], \"session_ids\": [\"adbba032-6ee4-4b20-9db9-6717d40ae026\", \"aa7d42c9-24fa-4800-b3cb-5ed7e04cb879\", \"40c3af7e-1f94-4875-a2af-b8ad44739082\", \"c187ce31-75d8-4579-b17e-7f4716849fbc\", \"f1c655ca-b520-4abe-a89d-ddd353fdace3\", \"40d67785-d5d8-4e19-bf61-115bdd9e8ea5\"], \"total_duration\": 604.0, \"total_sessions\": 6, \"mean_week_duration\": 4.054}, \"38323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-23 18:27:46.000000+00:00\", \"2021-03-16 01:21:36.000000+00:00\", \"2022-07-21 06:38:50.000000+00:00\", \"2019-11-23 16:12:48.000000+00:00\", \"2020-08-21 17:47:22.000000+00:00\"], \"session_ids\": [\"d1f6ce7d-b9e1-4fb9-9adc-4a4b4959c0c3\", \"46ae9e62-955e-4a6f-8f84-718023f5bfcd\", \"13284f95-84fa-4aa4-91c7-ede658b3a83b\", \"74cc2a5d-f2ab-41a2-8a11-915ab96bc71a\", \"a3d4dcf5-6a5b-48e4-a6d0-a821ca472e41\"], \"total_duration\": 502.0, \"total_sessions\": 5, \"mean_week_duration\": 3.042}, \"88520\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-10 06:29:17.000000+00:00\", \"2022-11-22 09:35:27.000000+00:00\"], \"session_ids\": [\"a365474c-7c8c-4da7-b331-ae81c7605ee8\", \"fbba6407-756b-46bb-a51a-dbb577e291b0\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 13.708}, \"65506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-30 23:44:53.000000+00:00\", \"2021-02-19 15:06:50.000000+00:00\"], \"session_ids\": [\"27d8e147-f57e-4e7e-aa34-250fd7e8d893\", \"c90c86e9-e296-4856-a829-3a5452ef2bcc\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}, \"45969\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-06 01:53:04.000000+00:00\", \"2022-03-23 03:51:31.000000+00:00\", \"2022-04-04 11:02:04.000000+00:00\", \"2020-03-29 11:47:39.000000+00:00\"], \"session_ids\": [\"93c35009-96e4-4a07-b814-aa4eee3507d8\", \"69808a45-257d-4922-a4a2-4fcf6fcff804\", \"801f3a5c-d3dc-4a61-b8cb-516904c509ae\", \"5dcd8df6-782c-4128-95a9-49a27b4bb02f\"], \"total_duration\": 118.0, \"total_sessions\": 4, \"mean_week_duration\": 1.124}, \"12678\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-17 04:39:17.000000+00:00\", \"2022-11-18 20:17:30.000000+00:00\"], \"session_ids\": [\"0593a969-e671-4f3f-a872-ea751030c725\", \"a4f91d6b-3ffc-4e36-8760-29797354c087\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 85.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39580\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-17 14:35:11.000000+00:00\", \"2022-07-16 16:56:18.000000+00:00\"], \"session_ids\": [\"8480f7c6-4b47-4490-b922-eb3492e0c562\", \"683e413c-f834-49ce-b4ee-98af9d3da2cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}}, {\"17286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-19 05:42:22.000000+00:00\", \"2019-07-08 17:43:12.000000+00:00\"], \"session_ids\": [\"bb94b22b-dd3b-40ee-9033-30e5e7e26462\", \"b1f9c8a4-5d34-4067-a727-3dc9ac44acf6\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}, {\"45969\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-06 01:53:04.000000+00:00\", \"2022-03-23 03:51:31.000000+00:00\", \"2022-04-04 11:02:04.000000+00:00\", \"2020-03-29 11:47:39.000000+00:00\"], \"session_ids\": [\"93c35009-96e4-4a07-b814-aa4eee3507d8\", \"69808a45-257d-4922-a4a2-4fcf6fcff804\", \"801f3a5c-d3dc-4a61-b8cb-516904c509ae\", \"5dcd8df6-782c-4128-95a9-49a27b4bb02f\"], \"total_duration\": 118.0, \"total_sessions\": 4, \"mean_week_duration\": 1.124}}, {\"93022\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-02-27 19:57:49.000000+00:00\", \"2022-08-15 13:34:51.000000+00:00\"], \"session_ids\": [\"ad5891bc-818d-4625-be90-0056a63d0f4f\", \"ec397a8f-b1eb-436c-b391-f764e5c7b49c\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 2.884}}, {\"38323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-23 18:27:46.000000+00:00\", \"2021-03-16 01:21:36.000000+00:00\", \"2022-07-21 06:38:50.000000+00:00\", \"2019-11-23 16:12:48.000000+00:00\", \"2020-08-21 17:47:22.000000+00:00\"], \"session_ids\": [\"d1f6ce7d-b9e1-4fb9-9adc-4a4b4959c0c3\", \"46ae9e62-955e-4a6f-8f84-718023f5bfcd\", \"13284f95-84fa-4aa4-91c7-ede658b3a83b\", \"74cc2a5d-f2ab-41a2-8a11-915ab96bc71a\", \"a3d4dcf5-6a5b-48e4-a6d0-a821ca472e41\"], \"total_duration\": 502.0, \"total_sessions\": 5, \"mean_week_duration\": 3.042}}, {\"65506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-30 23:44:53.000000+00:00\", \"2021-02-19 15:06:50.000000+00:00\"], \"session_ids\": [\"27d8e147-f57e-4e7e-aa34-250fd7e8d893\", \"c90c86e9-e296-4856-a829-3a5452ef2bcc\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"26111\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-18 09:48:45.000000+00:00\", \"2021-01-19 08:36:21.000000+00:00\", \"2020-04-15 09:09:09.000000+00:00\", \"2020-12-28 21:55:57.000000+00:00\", \"2020-05-18 14:18:03.000000+00:00\", \"2021-09-18 09:01:44.000000+00:00\"], \"session_ids\": [\"adbba032-6ee4-4b20-9db9-6717d40ae026\", \"aa7d42c9-24fa-4800-b3cb-5ed7e04cb879\", \"40c3af7e-1f94-4875-a2af-b8ad44739082\", \"c187ce31-75d8-4579-b17e-7f4716849fbc\", \"f1c655ca-b520-4abe-a89d-ddd353fdace3\", \"40d67785-d5d8-4e19-bf61-115bdd9e8ea5\"], \"total_duration\": 604.0, \"total_sessions\": 6, \"mean_week_duration\": 4.054}}, {\"63369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-28 06:55:39.000000+00:00\", \"2022-09-07 17:37:30.000000+00:00\", \"2023-06-12 18:28:52.000000+00:00\", \"2021-08-14 01:46:36.000000+00:00\"], \"session_ids\": [\"1c1c5ea9-7f62-4780-a7de-92843445bc90\", \"669cb164-7eed-4651-859d-eb173cae6d77\", \"df534abb-a41c-4559-b44c-51d29d1c16ae\", \"9c7bbb20-5ac8-413b-bba6-8cf17a56e116\"], \"total_duration\": 1082.0, \"total_sessions\": 4, \"mean_week_duration\": 5.978}}, {\"88520\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-10 06:29:17.000000+00:00\", \"2022-11-22 09:35:27.000000+00:00\"], \"session_ids\": [\"a365474c-7c8c-4da7-b331-ae81c7605ee8\", \"fbba6407-756b-46bb-a51a-dbb577e291b0\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 13.708}}, {\"12678\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-17 04:39:17.000000+00:00\", \"2022-11-18 20:17:30.000000+00:00\"], \"session_ids\": [\"0593a969-e671-4f3f-a872-ea751030c725\", \"a4f91d6b-3ffc-4e36-8760-29797354c087\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 85.5}}]\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[{\"39580\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-17 14:35:11.000000+00:00\", \"2022-07-16 16:56:18.000000+00:00\"], \"session_ids\": [\"8480f7c6-4b47-4490-b922-eb3492e0c562\", \"683e413c-f834-49ce-b4ee-98af9d3da2cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}}, {\"17286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-19 05:42:22.000000+00:00\", \"2019-07-08 17:43:12.000000+00:00\"], \"session_ids\": [\"bb94b22b-dd3b-40ee-9033-30e5e7e26462\", \"b1f9c8a4-5d34-4067-a727-3dc9ac44acf6\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}, {\"45969\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-06 01:53:04.000000+00:00\", \"2022-03-23 03:51:31.000000+00:00\", \"2022-04-04 11:02:04.000000+00:00\", \"2020-03-29 11:47:39.000000+00:00\"], \"session_ids\": [\"93c35009-96e4-4a07-b814-aa4eee3507d8\", \"69808a45-257d-4922-a4a2-4fcf6fcff804\", \"801f3a5c-d3dc-4a61-b8cb-516904c509ae\", \"5dcd8df6-782c-4128-95a9-49a27b4bb02f\"], \"total_duration\": 118.0, \"total_sessions\": 4, \"mean_week_duration\": 1.124}}, {\"93022\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-02-27 19:57:49.000000+00:00\", \"2022-08-15 13:34:51.000000+00:00\"], \"session_ids\": [\"ad5891bc-818d-4625-be90-0056a63d0f4f\", \"ec397a8f-b1eb-436c-b391-f764e5c7b49c\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 2.884}}, {\"38323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-23 18:27:46.000000+00:00\", \"2021-03-16 01:21:36.000000+00:00\", \"2022-07-21 06:38:50.000000+00:00\", \"2019-11-23 16:12:48.000000+00:00\", \"2020-08-21 17:47:22.000000+00:00\"], \"session_ids\": [\"d1f6ce7d-b9e1-4fb9-9adc-4a4b4959c0c3\", \"46ae9e62-955e-4a6f-8f84-718023f5bfcd\", \"13284f95-84fa-4aa4-91c7-ede658b3a83b\", \"74cc2a5d-f2ab-41a2-8a11-915ab96bc71a\", \"a3d4dcf5-6a5b-48e4-a6d0-a821ca472e41\"], \"total_duration\": 502.0, \"total_sessions\": 5, \"mean_week_duration\": 3.042}}, {\"65506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-30 23:44:53.000000+00:00\", \"2021-02-19 15:06:50.000000+00:00\"], \"session_ids\": [\"27d8e147-f57e-4e7e-aa34-250fd7e8d893\", \"c90c86e9-e296-4856-a829-3a5452ef2bcc\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"26111\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-18 09:48:45.000000+00:00\", \"2021-01-19 08:36:21.000000+00:00\", \"2020-04-15 09:09:09.000000+00:00\", \"2020-12-28 21:55:57.000000+00:00\", \"2020-05-18 14:18:03.000000+00:00\", \"2021-09-18 09:01:44.000000+00:00\"], \"session_ids\": [\"adbba032-6ee4-4b20-9db9-6717d40ae026\", \"aa7d42c9-24fa-4800-b3cb-5ed7e04cb879\", \"40c3af7e-1f94-4875-a2af-b8ad44739082\", \"c187ce31-75d8-4579-b17e-7f4716849fbc\", \"f1c655ca-b520-4abe-a89d-ddd353fdace3\", \"40d67785-d5d8-4e19-bf61-115bdd9e8ea5\"], \"total_duration\": 604.0, \"total_sessions\": 6, \"mean_week_duration\": 4.054}}, {\"63369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-28 06:55:39.000000+00:00\", \"2022-09-07 17:37:30.000000+00:00\", \"2023-06-12 18:28:52.000000+00:00\", \"2021-08-14 01:46:36.000000+00:00\"], \"session_ids\": [\"1c1c5ea9-7f62-4780-a7de-92843445bc90\", \"669cb164-7eed-4651-859d-eb173cae6d77\", \"df534abb-a41c-4559-b44c-51d29d1c16ae\", \"9c7bbb20-5ac8-413b-bba6-8cf17a56e116\"], \"total_duration\": 1082.0, \"total_sessions\": 4, \"mean_week_duration\": 5.978}}]\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[{\"39580\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-17 14:35:11.000000+00:00\", \"2022-07-16 16:56:18.000000+00:00\"], \"session_ids\": [\"8480f7c6-4b47-4490-b922-eb3492e0c562\", \"683e413c-f834-49ce-b4ee-98af9d3da2cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}}, {\"17286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-19 05:42:22.000000+00:00\", \"2019-07-08 17:43:12.000000+00:00\"], \"session_ids\": [\"bb94b22b-dd3b-40ee-9033-30e5e7e26462\", \"b1f9c8a4-5d34-4067-a727-3dc9ac44acf6\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}, {\"45969\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-06 01:53:04.000000+00:00\", \"2022-03-23 03:51:31.000000+00:00\", \"2022-04-04 11:02:04.000000+00:00\", \"2020-03-29 11:47:39.000000+00:00\"], \"session_ids\": [\"93c35009-96e4-4a07-b814-aa4eee3507d8\", \"69808a45-257d-4922-a4a2-4fcf6fcff804\", \"801f3a5c-d3dc-4a61-b8cb-516904c509ae\", \"5dcd8df6-782c-4128-95a9-49a27b4bb02f\"], \"total_duration\": 118.0, \"total_sessions\": 4, \"mean_week_duration\": 1.124}}, {\"93022\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-02-27 19:57:49.000000+00:00\", \"2022-08-15 13:34:51.000000+00:00\"], \"session_ids\": [\"ad5891bc-818d-4625-be90-0056a63d0f4f\", \"ec397a8f-b1eb-436c-b391-f764e5c7b49c\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 2.884}}, {\"38323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-23 18:27:46.000000+00:00\", \"2021-03-16 01:21:36.000000+00:00\", \"2022-07-21 06:38:50.000000+00:00\", \"2019-11-23 16:12:48.000000+00:00\", \"2020-08-21 17:47:22.000000+00:00\"], \"session_ids\": [\"d1f6ce7d-b9e1-4fb9-9adc-4a4b4959c0c3\", \"46ae9e62-955e-4a6f-8f84-718023f5bfcd\", \"13284f95-84fa-4aa4-91c7-ede658b3a83b\", \"74cc2a5d-f2ab-41a2-8a11-915ab96bc71a\", \"a3d4dcf5-6a5b-48e4-a6d0-a821ca472e41\"], \"total_duration\": 502.0, \"total_sessions\": 5, \"mean_week_duration\": 3.042}}, {\"65506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-30 23:44:53.000000+00:00\", \"2021-02-19 15:06:50.000000+00:00\"], \"session_ids\": [\"27d8e147-f57e-4e7e-aa34-250fd7e8d893\", \"c90c86e9-e296-4856-a829-3a5452ef2bcc\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"26111\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-18 09:48:45.000000+00:00\", \"2021-01-19 08:36:21.000000+00:00\", \"2020-04-15 09:09:09.000000+00:00\", \"2020-12-28 21:55:57.000000+00:00\", \"2020-05-18 14:18:03.000000+00:00\", \"2021-09-18 09:01:44.000000+00:00\"], \"session_ids\": [\"adbba032-6ee4-4b20-9db9-6717d40ae026\", \"aa7d42c9-24fa-4800-b3cb-5ed7e04cb879\", \"40c3af7e-1f94-4875-a2af-b8ad44739082\", \"c187ce31-75d8-4579-b17e-7f4716849fbc\", \"f1c655ca-b520-4abe-a89d-ddd353fdace3\", \"40d67785-d5d8-4e19-bf61-115bdd9e8ea5\"], \"total_duration\": 604.0, \"total_sessions\": 6, \"mean_week_duration\": 4.054}}, {\"63369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-28 06:55:39.000000+00:00\", \"2022-09-07 17:37:30.000000+00:00\", \"2023-06-12 18:28:52.000000+00:00\", \"2021-08-14 01:46:36.000000+00:00\"], \"session_ids\": [\"1c1c5ea9-7f62-4780-a7de-92843445bc90\", \"669cb164-7eed-4651-859d-eb173cae6d77\", \"df534abb-a41c-4559-b44c-51d29d1c16ae\", \"9c7bbb20-5ac8-413b-bba6-8cf17a56e116\"], \"total_duration\": 1082.0, \"total_sessions\": 4, \"mean_week_duration\": 5.978}}]\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 users who are living in city Tegucigalpa , moreover do sorting by urban center 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{\"46275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-22 17:46:31.000000+00:00\", \"2020-02-21 15:54:55.000000+00:00\", \"2021-01-11 02:09:31.000000+00:00\", \"2019-08-22 17:27:02.000000+00:00\", \"2023-04-08 10:54:15.000000+00:00\", \"2023-05-15 02:27:40.000000+00:00\", \"2021-12-23 06:02:27.000000+00:00\", \"2021-04-09 05:04:28.000000+00:00\", \"2023-04-28 14:31:06.000000+00:00\"], \"session_ids\": [\"0023d30e-667f-44c2-b418-f6fe19d4c712\", \"a90d8760-35ef-45a1-a330-45828bf82f48\", \"3724a9c9-e803-4b8c-83d9-c433153d29ba\", \"457eaeb9-f755-4303-8b75-d0d93ff718cf\", \"47ab6332-ee5d-4bdc-a20a-5cf174ee82e9\", \"e592d8c4-6038-44ff-87ce-950f63c0e674\", \"7b8002a2-0e56-4e56-8e03-99f88f50a97d\", \"a63f6107-1e3d-4a52-8201-9a80ab538d66\", \"9ce1bc0e-40bc-4c5e-9920-7e757b788d41\"], \"total_duration\": 6391.0, \"total_sessions\": 9, \"mean_week_duration\": 30.726}, \"6486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-07-29 20:35:15.000000+00:00\", \"2020-08-19 17:24:25.000000+00:00\"], \"session_ids\": [\"99cdf7fc-99ce-4127-b4e0-96900f2cebe4\", \"59d7c137-b7f3-4633-a969-2d1eddcbd1f7\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"68762\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-06 08:13:59.000000+00:00\", \"2019-12-10 02:12:08.000000+00:00\", \"2023-01-16 01:33:00.000000+00:00\", \"2023-03-31 18:45:59.000000+00:00\", \"2019-06-11 05:55:27.000000+00:00\", \"2023-03-01 04:08:52.000000+00:00\", \"2019-04-15 18:55:41.000000+00:00\", \"2021-04-04 04:52:10.000000+00:00\", \"2023-06-08 05:17:58.000000+00:00\", \"2023-02-06 20:46:22.000000+00:00\"], \"session_ids\": [\"38ed67da-6b6a-4779-9ba1-a8a9cd900189\", \"0656afd6-177e-4d40-b5f9-e6014df3dba9\", \"7247389f-3b63-48c9-aaa1-a9a64265f064\", \"30f36049-cb83-485e-9aff-bd492cfc0eae\", \"e26b950b-4033-4f09-9ced-774be99e9305\", \"38ecb2fa-526a-4a80-81a9-4cc83c916016\", \"43bff8ed-38fc-4f5c-94fb-807fc1f5aedd\", \"a6659701-2b12-4576-a18d-2ce08ff3238b\", \"85ad51a3-dbfe-4ad0-9895-b534ded393ab\", \"99eef451-d9bf-46b5-b402-9c485fd97e4d\"], \"total_duration\": 171.0, \"total_sessions\": 10, \"mean_week_duration\": 0.788}, \"82252\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-21 11:39:18.000000+00:00\", \"2022-04-28 23:10:11.000000+00:00\", \"2020-01-24 15:19:39.000000+00:00\"], \"session_ids\": [\"6a378b45-c8b4-4089-824a-1b2b576bc1a9\", \"c7db39c2-0aac-4bb0-8562-e80a702d26f4\", \"7716722d-61d4-4e1c-bcee-20e4bfd18532\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.297}, \"66142\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-02-12 17:38:47.000000+00:00\", \"2022-12-28 22:07:02.000000+00:00\", \"2019-04-05 20:18:21.000000+00:00\"], \"session_ids\": [\"2ab04289-9404-4a8e-82d6-5dd460240394\", \"10ccee28-3957-4a88-bde9-23fc8b7da03d\", \"54bd32a2-4547-4ad7-8cdc-77389a51c19e\"], \"total_duration\": 154.0, \"total_sessions\": 3, \"mean_week_duration\": 0.79}, \"82120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-29 22:10:54.000000+00:00\", \"2021-07-29 17:07:23.000000+00:00\"], \"session_ids\": [\"07b17b55-554b-4e90-a640-4888a69f548a\", \"a2ac8497-854f-48da-a483-e89ddcc994e6\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 16.074}, \"96123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-28 06:13:29.000000+00:00\", \"2023-05-05 23:10:16.000000+00:00\", \"2021-03-06 11:17:08.000000+00:00\"], \"session_ids\": [\"7b6d03b0-9bc3-41cf-89b3-5a27786c6e7d\", \"2fb75cd4-444f-46c5-b1d3-33a8689fb775\", \"4588a352-f090-44f3-990d-d5a62e4b565d\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 4.081}, \"68226\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-11-19 23:52:45.000000+00:00\", \"2020-07-15 01:41:03.000000+00:00\", \"2021-05-12 09:51:08.000000+00:00\", \"2022-07-23 09:37:34.000000+00:00\", \"2020-09-04 08:19:36.000000+00:00\", \"2022-07-17 14:30:06.000000+00:00\"], \"session_ids\": [\"0fda6e62-1802-4c33-8821-aa4a223de247\", \"5ffac42c-5f9e-447a-ad3e-f2d4fd19d8a7\", \"467a045f-4ad0-41dc-9c96-0c739a1bfaf5\", \"fd952bf6-bdce-40ce-9386-42ae183bfaa0\", \"916a5db1-ee9f-4e7c-ae78-4cfd42aad0e9\", \"64b4e5a8-daaf-4858-a8a6-4a819b4b8d36\"], \"total_duration\": 1962.0, \"total_sessions\": 6, \"mean_week_duration\": 18.509}, \"48541\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-10 12:26:43.000000+00:00\", \"2023-02-03 23:15:55.000000+00:00\"], \"session_ids\": [\"dcff52b1-86b5-405b-b447-b3864fe886f1\", \"cb4f2bab-38b8-4556-becc-f5d8ec7bde7b\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 2.301}, \"50784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-08-29 04:25:44.000000+00:00\", \"2022-07-19 17:52:03.000000+00:00\"], \"session_ids\": [\"e936ae12-5482-4565-9d27-9923babfb348\", \"74295102-4fcf-405e-b03e-69770f533188\"], \"total_duration\": 414.0, \"total_sessions\": 2, \"mean_week_duration\": 4.182}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Tegucigalpa"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Tegucigalpa\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-29 22:10:54.000000+00:00\", \"2021-07-29 17:07:23.000000+00:00\"], \"session_ids\": [\"07b17b55-554b-4e90-a640-4888a69f548a\", \"a2ac8497-854f-48da-a483-e89ddcc994e6\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 16.074}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"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[{\"82120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-29 22:10:54.000000+00:00\", \"2021-07-29 17:07:23.000000+00:00\"], \"session_ids\": [\"07b17b55-554b-4e90-a640-4888a69f548a\", \"a2ac8497-854f-48da-a483-e89ddcc994e6\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 16.074}}]\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[{\"82120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-29 22:10:54.000000+00:00\", \"2021-07-29 17:07:23.000000+00:00\"], \"session_ids\": [\"07b17b55-554b-4e90-a640-4888a69f548a\", \"a2ac8497-854f-48da-a483-e89ddcc994e6\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 16.074}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 3 users who have overall sessions count strictly smaller than 6 and also strictly bigger than 5 and in addition perform sorting by town_name in asc and in addition provide me only with 3 pieces of data."
}
] |
[
{
"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{\"79986\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-10 04:46:04.000000+00:00\", \"2021-05-25 07:10:54.000000+00:00\", \"2022-02-14 12:48:25.000000+00:00\", \"2021-07-31 08:41:51.000000+00:00\", \"2019-07-09 16:45:49.000000+00:00\", \"2021-09-14 23:49:59.000000+00:00\", \"2020-10-16 01:41:52.000000+00:00\", \"2022-10-07 05:15:23.000000+00:00\", \"2021-11-21 06:29:15.000000+00:00\", \"2020-03-27 22:24:43.000000+00:00\"], \"session_ids\": [\"b1eed3e3-15cc-4bb1-8eec-a26dbe72863a\", \"f2ef7aa0-5e73-40eb-8dfe-a552c66f06dd\", \"8702e900-6664-44cd-af53-57149d58db78\", \"b55ebfb9-ff2b-40e6-aa67-f87f90779162\", \"868ce2ba-9414-442e-abd1-8ada2457aa09\", \"b1f2a2d1-b729-4e82-9a8d-daa127a82b65\", \"22918757-0f45-41bd-9a16-1ec271769786\", \"546ee83f-3d3c-4d1c-9b87-a2cf01b40a09\", \"d20d3cca-6da0-4974-a452-1a32e9ee46bc\", \"330980ae-4d02-41a0-bc16-890706da9ebf\"], \"total_duration\": 2732.0, \"total_sessions\": 10, \"mean_week_duration\": 16.071}, \"57077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-23 13:19:10.000000+00:00\", \"2020-11-15 19:05:20.000000+00:00\"], \"session_ids\": [\"76199531-a98e-495a-99a9-cf83601618e7\", \"6a475508-f616-4970-967f-21234931978c\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.911}, \"92696\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-10 01:27:08.000000+00:00\", \"2021-12-19 17:08:53.000000+00:00\", \"2019-05-19 02:17:36.000000+00:00\"], \"session_ids\": [\"66052f38-556b-4d54-9018-d8484354704e\", \"ec69275e-73f1-4ffb-9cb1-693ee51bddeb\", \"5f81a7fa-b08a-4932-9441-39650763a4b8\"], \"total_duration\": 662.0, \"total_sessions\": 3, \"mean_week_duration\": 4.904}, \"49361\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-15 04:52:34.000000+00:00\", \"2021-11-12 21:13:12.000000+00:00\", \"2019-08-15 13:53:28.000000+00:00\"], \"session_ids\": [\"5d92c886-d7fe-48a2-9040-325641b7ab71\", \"2acc5282-36e6-438b-9deb-f3664fa83cc2\", \"8eaf2218-2705-47c9-9eea-1fe257789524\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.28}, \"10915\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-10 06:25:29.000000+00:00\", \"2022-03-09 18:05:06.000000+00:00\"], \"session_ids\": [\"93e48b6d-5a3e-4758-83ec-9ec626066e3c\", \"57258d57-1ccc-4b1c-9cb4-dcaa8f36d649\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.156}, \"7220\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-07-08 00:09:00.000000+00:00\", \"2019-03-09 00:19:31.000000+00:00\", \"2021-11-22 10:27:55.000000+00:00\"], \"session_ids\": [\"a79b7ad4-981b-4128-944d-1a90c0b507bb\", \"b9f05db4-e01c-46f5-a6ce-8c4508e51221\", \"b0567e9f-b335-483b-856e-d2122682761c\"], \"total_duration\": 664.0, \"total_sessions\": 3, \"mean_week_duration\": 4.676}, \"45645\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-09-08 18:28:00.000000+00:00\", \"2021-01-10 23:33:09.000000+00:00\", \"2020-02-15 11:36:19.000000+00:00\"], \"session_ids\": [\"d157670f-c6fd-4563-bb60-7ed614c04e02\", \"31e6e18d-4a8f-472d-9331-312b9bc37654\", \"1db10a6b-baf1-4b3c-82b8-58875414cafd\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 1.049}, \"9572\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-09 02:04:44.000000+00:00\", \"2019-03-15 00:05:13.000000+00:00\"], \"session_ids\": [\"229680a2-f0d3-40de-a9f2-c1f9fd59deae\", \"b824576f-f562-422e-be82-bf3fe5a1adbf\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 2.418}, \"24182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-07-27 20:28:23.000000+00:00\", \"2019-07-29 14:08:52.000000+00:00\"], \"session_ids\": [\"ed613395-9570-4bd9-950e-417841a261a5\", \"d08d773b-fbb1-43b8-a036-690b4aed0b8f\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.153}, \"84758\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-26 11:21:33.000000+00:00\", \"2022-08-02 20:55:54.000000+00:00\"], \"session_ids\": [\"f07d5a70-908f-4cdf-9d6c-78e460f47d88\", \"012cb61b-d3fb-437b-8ef0-09d18d27c3db\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.789}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 5 and are less than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[5, 6]]}}}\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": "I'd like to be informed about 3 users whose aver of time using the app per week is bigger than 10 plus put to use sorting by all sessions quantity in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3209\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-23 00:00:01.000000+00:00\", \"2019-07-16 04:42:52.000000+00:00\"], \"session_ids\": [\"1e7503b4-a21b-423c-a850-8403e02dcdfb\", \"f550e5f1-16e7-4054-85a2-092a680b3865\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 3.413}, \"72759\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-22 19:44:13.000000+00:00\", \"2021-07-25 23:22:08.000000+00:00\", \"2021-08-19 20:20:43.000000+00:00\", \"2022-08-31 21:23:55.000000+00:00\"], \"session_ids\": [\"da37a3ed-a0f1-4849-b295-4e7322fea409\", \"dafb7e95-9309-4bdb-b344-59b20ba7893c\", \"8d8b9002-b4de-4aef-a51b-dd26a0d93bef\", \"d6c3eb12-2464-4015-9e7d-3cede2be1349\"], \"total_duration\": 774.0, \"total_sessions\": 4, \"mean_week_duration\": 9.675}, \"10328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-27 17:25:20.000000+00:00\", \"2021-05-27 16:50:36.000000+00:00\"], \"session_ids\": [\"082f6fb7-b419-4eff-a428-9be210d4917a\", \"777dc8e9-c101-4af4-b2ee-380152f42e4d\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.476}, \"49589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-16 05:20:12.000000+00:00\", \"2022-05-22 18:26:01.000000+00:00\", \"2020-03-08 10:18:44.000000+00:00\", \"2021-01-02 17:17:44.000000+00:00\", \"2021-06-16 20:10:27.000000+00:00\", \"2020-10-25 02:08:56.000000+00:00\", \"2020-01-07 10:23:45.000000+00:00\", \"2019-02-17 19:28:08.000000+00:00\", \"2020-02-23 00:36:35.000000+00:00\", \"2021-09-06 09:01:24.000000+00:00\"], \"session_ids\": [\"37373f4b-9488-46af-b3f3-42fc22ea5749\", \"e78508af-012b-474a-8de1-a0cb27965ed8\", \"755b1936-c269-4886-a7b3-a44ef4bcca86\", \"70eb0289-8ba4-44f4-9371-8bf0329a62d7\", \"207767d5-c785-4e8a-a34b-0b87c717596a\", \"6baa8ed1-165d-4c61-a4d3-e123bf22e3bd\", \"5aa03797-03af-4251-995e-2bc09f14a22f\", \"f51f1634-f120-40d0-a8ea-d492d7463ff1\", \"e43263e0-affc-4717-9075-c5d3da3befc9\", \"0de512cd-0ced-40dc-a0b4-86e169b9a493\"], \"total_duration\": 6425.0, \"total_sessions\": 10, \"mean_week_duration\": 35.109}, \"35415\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-05-12 17:24:37.000000+00:00\", \"2021-01-24 03:50:20.000000+00:00\", \"2020-10-25 10:33:53.000000+00:00\", \"2020-09-17 00:14:03.000000+00:00\", \"2021-05-03 01:43:22.000000+00:00\", \"2020-10-28 06:08:35.000000+00:00\", \"2020-10-29 19:31:04.000000+00:00\", \"2021-04-08 05:44:45.000000+00:00\", \"2021-07-16 22:31:26.000000+00:00\"], \"session_ids\": [\"79504450-640d-465f-87ec-ad7b40d8da4e\", \"0a9cfed9-ea69-47a8-bdca-d90cc279e578\", \"8ee318f6-4594-4501-9772-66c380e0e89c\", \"c797fdc4-f841-47e1-8dac-59f9d909b1e1\", \"80dd1cf7-f017-4164-97d8-969ca6bbda7f\", \"faca015b-d55f-4f29-bad7-0f0d6b98b3ea\", \"5ff55232-1ea2-4236-89e8-a6390850649d\", \"cedfacbb-142c-45f9-8c94-9c0721783ea8\", \"6114968b-6bcf-4bd1-ab28-8600822559ea\"], \"total_duration\": 15677.0, \"total_sessions\": 9, \"mean_week_duration\": 252.855}, \"60244\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-16 18:36:34.000000+00:00\", \"2021-11-04 03:17:33.000000+00:00\", \"2022-12-23 03:34:27.000000+00:00\", \"2020-05-28 01:30:25.000000+00:00\"], \"session_ids\": [\"07222709-7ff9-40ca-9a54-829d04fbf984\", \"0c6900bb-b5ed-40a6-9c94-bc5a856e91e6\", \"955d23b8-79de-4676-9686-dd352191c047\", \"43ec8457-fe15-4020-a620-faf20e17ab13\"], \"total_duration\": 547.0, \"total_sessions\": 4, \"mean_week_duration\": 4.052}, \"86344\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-02-21 14:13:18.000000+00:00\", \"2023-02-02 23:04:06.000000+00:00\"], \"session_ids\": [\"5f253072-0ab2-429d-897a-14904c5e4a8e\", \"654ddda4-566f-43b3-8827-12a8bbc89f7b\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.044}, \"1475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-17 20:21:42.000000+00:00\", \"2021-08-12 02:01:30.000000+00:00\"], \"session_ids\": [\"477a44fc-ece8-4d69-ad20-b6f60ef539a3\", \"c36eff5d-2859-4af5-a2fa-4b6b8c3c9de7\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 1.594}, \"75952\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-12-11 05:13:33.000000+00:00\", \"2022-09-02 20:18:14.000000+00:00\", \"2022-12-31 02:53:53.000000+00:00\"], \"session_ids\": [\"1a8e8cd8-7c5b-4c2e-ba4c-c8f72d3bb4ac\", \"0e2a911c-a6d2-406a-9bbe-a27533723333\", \"0fd4fcd0-dc31-4b41-97a3-bac697c9b82d\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 3.176}, \"15026\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-19 12:45:09.000000+00:00\", \"2022-12-04 05:42:14.000000+00:00\", \"2022-10-30 13:30:02.000000+00:00\"], \"session_ids\": [\"b97f983e-f857-44cc-ac31-5fe64de16d43\", \"117bf705-2a1b-46be-95ed-780cd53e42d7\", \"87119e32-acd4-45f1-acdf-b4f3df1d5390\"], \"total_duration\": 870.0, \"total_sessions\": 3, \"mean_week_duration\": 14.746}}\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 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-16 05:20:12.000000+00:00\", \"2022-05-22 18:26:01.000000+00:00\", \"2020-03-08 10:18:44.000000+00:00\", \"2021-01-02 17:17:44.000000+00:00\", \"2021-06-16 20:10:27.000000+00:00\", \"2020-10-25 02:08:56.000000+00:00\", \"2020-01-07 10:23:45.000000+00:00\", \"2019-02-17 19:28:08.000000+00:00\", \"2020-02-23 00:36:35.000000+00:00\", \"2021-09-06 09:01:24.000000+00:00\"], \"session_ids\": [\"37373f4b-9488-46af-b3f3-42fc22ea5749\", \"e78508af-012b-474a-8de1-a0cb27965ed8\", \"755b1936-c269-4886-a7b3-a44ef4bcca86\", \"70eb0289-8ba4-44f4-9371-8bf0329a62d7\", \"207767d5-c785-4e8a-a34b-0b87c717596a\", \"6baa8ed1-165d-4c61-a4d3-e123bf22e3bd\", \"5aa03797-03af-4251-995e-2bc09f14a22f\", \"f51f1634-f120-40d0-a8ea-d492d7463ff1\", \"e43263e0-affc-4717-9075-c5d3da3befc9\", \"0de512cd-0ced-40dc-a0b4-86e169b9a493\"], \"total_duration\": 6425.0, \"total_sessions\": 10, \"mean_week_duration\": 35.109}, \"35415\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-05-12 17:24:37.000000+00:00\", \"2021-01-24 03:50:20.000000+00:00\", \"2020-10-25 10:33:53.000000+00:00\", \"2020-09-17 00:14:03.000000+00:00\", \"2021-05-03 01:43:22.000000+00:00\", \"2020-10-28 06:08:35.000000+00:00\", \"2020-10-29 19:31:04.000000+00:00\", \"2021-04-08 05:44:45.000000+00:00\", \"2021-07-16 22:31:26.000000+00:00\"], \"session_ids\": [\"79504450-640d-465f-87ec-ad7b40d8da4e\", \"0a9cfed9-ea69-47a8-bdca-d90cc279e578\", \"8ee318f6-4594-4501-9772-66c380e0e89c\", \"c797fdc4-f841-47e1-8dac-59f9d909b1e1\", \"80dd1cf7-f017-4164-97d8-969ca6bbda7f\", \"faca015b-d55f-4f29-bad7-0f0d6b98b3ea\", \"5ff55232-1ea2-4236-89e8-a6390850649d\", \"cedfacbb-142c-45f9-8c94-9c0721783ea8\", \"6114968b-6bcf-4bd1-ab28-8600822559ea\"], \"total_duration\": 15677.0, \"total_sessions\": 9, \"mean_week_duration\": 252.855}, \"15026\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-19 12:45:09.000000+00:00\", \"2022-12-04 05:42:14.000000+00:00\", \"2022-10-30 13:30:02.000000+00:00\"], \"session_ids\": [\"b97f983e-f857-44cc-ac31-5fe64de16d43\", \"117bf705-2a1b-46be-95ed-780cd53e42d7\", \"87119e32-acd4-45f1-acdf-b4f3df1d5390\"], \"total_duration\": 870.0, \"total_sessions\": 3, \"mean_week_duration\": 14.746}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-16 05:20:12.000000+00:00\", \"2022-05-22 18:26:01.000000+00:00\", \"2020-03-08 10:18:44.000000+00:00\", \"2021-01-02 17:17:44.000000+00:00\", \"2021-06-16 20:10:27.000000+00:00\", \"2020-10-25 02:08:56.000000+00:00\", \"2020-01-07 10:23:45.000000+00:00\", \"2019-02-17 19:28:08.000000+00:00\", \"2020-02-23 00:36:35.000000+00:00\", \"2021-09-06 09:01:24.000000+00:00\"], \"session_ids\": [\"37373f4b-9488-46af-b3f3-42fc22ea5749\", \"e78508af-012b-474a-8de1-a0cb27965ed8\", \"755b1936-c269-4886-a7b3-a44ef4bcca86\", \"70eb0289-8ba4-44f4-9371-8bf0329a62d7\", \"207767d5-c785-4e8a-a34b-0b87c717596a\", \"6baa8ed1-165d-4c61-a4d3-e123bf22e3bd\", \"5aa03797-03af-4251-995e-2bc09f14a22f\", \"f51f1634-f120-40d0-a8ea-d492d7463ff1\", \"e43263e0-affc-4717-9075-c5d3da3befc9\", \"0de512cd-0ced-40dc-a0b4-86e169b9a493\"], \"total_duration\": 6425.0, \"total_sessions\": 10, \"mean_week_duration\": 35.109}}, {\"35415\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-05-12 17:24:37.000000+00:00\", \"2021-01-24 03:50:20.000000+00:00\", \"2020-10-25 10:33:53.000000+00:00\", \"2020-09-17 00:14:03.000000+00:00\", \"2021-05-03 01:43:22.000000+00:00\", \"2020-10-28 06:08:35.000000+00:00\", \"2020-10-29 19:31:04.000000+00:00\", \"2021-04-08 05:44:45.000000+00:00\", \"2021-07-16 22:31:26.000000+00:00\"], \"session_ids\": [\"79504450-640d-465f-87ec-ad7b40d8da4e\", \"0a9cfed9-ea69-47a8-bdca-d90cc279e578\", \"8ee318f6-4594-4501-9772-66c380e0e89c\", \"c797fdc4-f841-47e1-8dac-59f9d909b1e1\", \"80dd1cf7-f017-4164-97d8-969ca6bbda7f\", \"faca015b-d55f-4f29-bad7-0f0d6b98b3ea\", \"5ff55232-1ea2-4236-89e8-a6390850649d\", \"cedfacbb-142c-45f9-8c94-9c0721783ea8\", \"6114968b-6bcf-4bd1-ab28-8600822559ea\"], \"total_duration\": 15677.0, \"total_sessions\": 9, \"mean_week_duration\": 252.855}}, {\"15026\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-19 12:45:09.000000+00:00\", \"2022-12-04 05:42:14.000000+00:00\", \"2022-10-30 13:30:02.000000+00:00\"], \"session_ids\": [\"b97f983e-f857-44cc-ac31-5fe64de16d43\", \"117bf705-2a1b-46be-95ed-780cd53e42d7\", \"87119e32-acd4-45f1-acdf-b4f3df1d5390\"], \"total_duration\": 870.0, \"total_sessions\": 3, \"mean_week_duration\": 14.746}}]\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[{\"49589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-16 05:20:12.000000+00:00\", \"2022-05-22 18:26:01.000000+00:00\", \"2020-03-08 10:18:44.000000+00:00\", \"2021-01-02 17:17:44.000000+00:00\", \"2021-06-16 20:10:27.000000+00:00\", \"2020-10-25 02:08:56.000000+00:00\", \"2020-01-07 10:23:45.000000+00:00\", \"2019-02-17 19:28:08.000000+00:00\", \"2020-02-23 00:36:35.000000+00:00\", \"2021-09-06 09:01:24.000000+00:00\"], \"session_ids\": [\"37373f4b-9488-46af-b3f3-42fc22ea5749\", \"e78508af-012b-474a-8de1-a0cb27965ed8\", \"755b1936-c269-4886-a7b3-a44ef4bcca86\", \"70eb0289-8ba4-44f4-9371-8bf0329a62d7\", \"207767d5-c785-4e8a-a34b-0b87c717596a\", \"6baa8ed1-165d-4c61-a4d3-e123bf22e3bd\", \"5aa03797-03af-4251-995e-2bc09f14a22f\", \"f51f1634-f120-40d0-a8ea-d492d7463ff1\", \"e43263e0-affc-4717-9075-c5d3da3befc9\", \"0de512cd-0ced-40dc-a0b4-86e169b9a493\"], \"total_duration\": 6425.0, \"total_sessions\": 10, \"mean_week_duration\": 35.109}}, {\"35415\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-05-12 17:24:37.000000+00:00\", \"2021-01-24 03:50:20.000000+00:00\", \"2020-10-25 10:33:53.000000+00:00\", \"2020-09-17 00:14:03.000000+00:00\", \"2021-05-03 01:43:22.000000+00:00\", \"2020-10-28 06:08:35.000000+00:00\", \"2020-10-29 19:31:04.000000+00:00\", \"2021-04-08 05:44:45.000000+00:00\", \"2021-07-16 22:31:26.000000+00:00\"], \"session_ids\": [\"79504450-640d-465f-87ec-ad7b40d8da4e\", \"0a9cfed9-ea69-47a8-bdca-d90cc279e578\", \"8ee318f6-4594-4501-9772-66c380e0e89c\", \"c797fdc4-f841-47e1-8dac-59f9d909b1e1\", \"80dd1cf7-f017-4164-97d8-969ca6bbda7f\", \"faca015b-d55f-4f29-bad7-0f0d6b98b3ea\", \"5ff55232-1ea2-4236-89e8-a6390850649d\", \"cedfacbb-142c-45f9-8c94-9c0721783ea8\", \"6114968b-6bcf-4bd1-ab28-8600822559ea\"], \"total_duration\": 15677.0, \"total_sessions\": 9, \"mean_week_duration\": 252.855}}, {\"15026\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-19 12:45:09.000000+00:00\", \"2022-12-04 05:42:14.000000+00:00\", \"2022-10-30 13:30:02.000000+00:00\"], \"session_ids\": [\"b97f983e-f857-44cc-ac31-5fe64de16d43\", \"117bf705-2a1b-46be-95ed-780cd53e42d7\", \"87119e32-acd4-45f1-acdf-b4f3df1d5390\"], \"total_duration\": 870.0, \"total_sessions\": 3, \"mean_week_duration\": 14.746}}]\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[{\"49589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-16 05:20:12.000000+00:00\", \"2022-05-22 18:26:01.000000+00:00\", \"2020-03-08 10:18:44.000000+00:00\", \"2021-01-02 17:17:44.000000+00:00\", \"2021-06-16 20:10:27.000000+00:00\", \"2020-10-25 02:08:56.000000+00:00\", \"2020-01-07 10:23:45.000000+00:00\", \"2019-02-17 19:28:08.000000+00:00\", \"2020-02-23 00:36:35.000000+00:00\", \"2021-09-06 09:01:24.000000+00:00\"], \"session_ids\": [\"37373f4b-9488-46af-b3f3-42fc22ea5749\", \"e78508af-012b-474a-8de1-a0cb27965ed8\", \"755b1936-c269-4886-a7b3-a44ef4bcca86\", \"70eb0289-8ba4-44f4-9371-8bf0329a62d7\", \"207767d5-c785-4e8a-a34b-0b87c717596a\", \"6baa8ed1-165d-4c61-a4d3-e123bf22e3bd\", \"5aa03797-03af-4251-995e-2bc09f14a22f\", \"f51f1634-f120-40d0-a8ea-d492d7463ff1\", \"e43263e0-affc-4717-9075-c5d3da3befc9\", \"0de512cd-0ced-40dc-a0b4-86e169b9a493\"], \"total_duration\": 6425.0, \"total_sessions\": 10, \"mean_week_duration\": 35.109}}, {\"35415\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-05-12 17:24:37.000000+00:00\", \"2021-01-24 03:50:20.000000+00:00\", \"2020-10-25 10:33:53.000000+00:00\", \"2020-09-17 00:14:03.000000+00:00\", \"2021-05-03 01:43:22.000000+00:00\", \"2020-10-28 06:08:35.000000+00:00\", \"2020-10-29 19:31:04.000000+00:00\", \"2021-04-08 05:44:45.000000+00:00\", \"2021-07-16 22:31:26.000000+00:00\"], \"session_ids\": [\"79504450-640d-465f-87ec-ad7b40d8da4e\", \"0a9cfed9-ea69-47a8-bdca-d90cc279e578\", \"8ee318f6-4594-4501-9772-66c380e0e89c\", \"c797fdc4-f841-47e1-8dac-59f9d909b1e1\", \"80dd1cf7-f017-4164-97d8-969ca6bbda7f\", \"faca015b-d55f-4f29-bad7-0f0d6b98b3ea\", \"5ff55232-1ea2-4236-89e8-a6390850649d\", \"cedfacbb-142c-45f9-8c94-9c0721783ea8\", \"6114968b-6bcf-4bd1-ab28-8600822559ea\"], \"total_duration\": 15677.0, \"total_sessions\": 9, \"mean_week_duration\": 252.855}}, {\"15026\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-19 12:45:09.000000+00:00\", \"2022-12-04 05:42:14.000000+00:00\", \"2022-10-30 13:30:02.000000+00:00\"], \"session_ids\": [\"b97f983e-f857-44cc-ac31-5fe64de16d43\", \"117bf705-2a1b-46be-95ed-780cd53e42d7\", \"87119e32-acd4-45f1-acdf-b4f3df1d5390\"], \"total_duration\": 870.0, \"total_sessions\": 3, \"mean_week_duration\": 14.746}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about users with a aver of time using the app per week that is lower than 9, exclusive also perform sorting by time spent on the site per week form the highest value to the lowest value + remain only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44040\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-03-27 20:32:33.000000+00:00\", \"2021-06-19 10:19:04.000000+00:00\", \"2021-08-12 18:27:54.000000+00:00\"], \"session_ids\": [\"6a4b533f-8d23-47ee-a4b2-f54df85e363a\", \"94f3e7d5-594b-4817-b96b-b6e97c9e2dc7\", \"42643ee5-bddb-4a54-b40c-a50c9738ef88\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 1.95}, \"7423\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-22 14:54:17.000000+00:00\", \"2020-01-21 01:14:34.000000+00:00\"], \"session_ids\": [\"a2c553da-6338-4d3d-b388-1152d78e8ef7\", \"7ed4155a-9903-458c-86de-9012568d1cf3\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 17.111}, \"61711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-10 13:40:42.000000+00:00\", \"2022-11-26 18:34:24.000000+00:00\"], \"session_ids\": [\"22d85085-e796-4851-bef5-47309d45570d\", \"c225ccc0-47a4-46d8-9850-05f202567765\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 4.689}, \"43924\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-08 14:26:32.000000+00:00\", \"2020-06-19 19:46:22.000000+00:00\"], \"session_ids\": [\"0d1beea5-8f83-48b3-a81c-c96852d5202a\", \"8ef8fb31-e94e-436e-b18d-21b7f4d20407\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 2.023}, \"67452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-14 00:04:38.000000+00:00\", \"2022-05-15 05:56:43.000000+00:00\", \"2021-09-04 13:54:05.000000+00:00\"], \"session_ids\": [\"448d3ee4-550c-4f35-8fc1-f6f1d8f4be69\", \"1af8041c-2158-4f82-91c4-e13b7848f503\", \"6aeb2e01-1291-4ff5-875d-9f62110496b3\"], \"total_duration\": 111.0, \"total_sessions\": 3, \"mean_week_duration\": 1.461}, \"95113\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-03-06 05:12:56.000000+00:00\", \"2022-06-15 19:11:29.000000+00:00\"], \"session_ids\": [\"7d4903c6-5dab-47d6-9d3e-372a4bff48b7\", \"ed4d6562-d2d4-4693-8d2a-04a171bd1532\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 2.924}, \"48805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-23 00:21:51.000000+00:00\", \"2020-01-03 11:27:56.000000+00:00\", \"2021-08-07 03:56:02.000000+00:00\", \"2019-11-01 17:05:55.000000+00:00\"], \"session_ids\": [\"5653437d-b26f-42be-86c3-afb030ee88ac\", \"09384f81-304a-4079-963f-bdc54b94a7b6\", \"ac19e0fc-9752-4009-b9b0-911d79ff5e7a\", \"a436eb6d-279e-4b42-8ff0-2297647502f8\"], \"total_duration\": 482.0, \"total_sessions\": 4, \"mean_week_duration\": 3.624}, \"73296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-23 00:51:04.000000+00:00\", \"2020-12-08 14:19:50.000000+00:00\"], \"session_ids\": [\"75a72b92-3cbe-4042-a6e5-a8a7b2eac6d7\", \"165d242e-8ac6-40dd-a8b2-759439028299\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 19.333}, \"37809\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-23 23:41:04.000000+00:00\", \"2022-05-15 18:21:24.000000+00:00\", \"2021-07-02 07:44:18.000000+00:00\"], \"session_ids\": [\"c2f1f1e9-2f29-4f01-bbbd-76f9d970a565\", \"9566b815-cd38-4c87-89fb-6fcac8c32801\", \"eef71f73-1936-49f6-81d3-6974c3efac16\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 2.817}, \"92346\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-11 23:51:34.000000+00:00\", \"2020-03-21 06:06:24.000000+00:00\"], \"session_ids\": [\"7dd19ba9-c810-4cb1-ace6-d134847299d4\", \"595e3d18-bb2f-47b0-abfa-ca3409ac0872\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 3.787}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 43]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44040\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-03-27 20:32:33.000000+00:00\", \"2021-06-19 10:19:04.000000+00:00\", \"2021-08-12 18:27:54.000000+00:00\"], \"session_ids\": [\"6a4b533f-8d23-47ee-a4b2-f54df85e363a\", \"94f3e7d5-594b-4817-b96b-b6e97c9e2dc7\", \"42643ee5-bddb-4a54-b40c-a50c9738ef88\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 1.95}, \"61711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-10 13:40:42.000000+00:00\", \"2022-11-26 18:34:24.000000+00:00\"], \"session_ids\": [\"22d85085-e796-4851-bef5-47309d45570d\", \"c225ccc0-47a4-46d8-9850-05f202567765\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 4.689}, \"43924\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-08 14:26:32.000000+00:00\", \"2020-06-19 19:46:22.000000+00:00\"], \"session_ids\": [\"0d1beea5-8f83-48b3-a81c-c96852d5202a\", \"8ef8fb31-e94e-436e-b18d-21b7f4d20407\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 2.023}, \"67452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-14 00:04:38.000000+00:00\", \"2022-05-15 05:56:43.000000+00:00\", \"2021-09-04 13:54:05.000000+00:00\"], \"session_ids\": [\"448d3ee4-550c-4f35-8fc1-f6f1d8f4be69\", \"1af8041c-2158-4f82-91c4-e13b7848f503\", \"6aeb2e01-1291-4ff5-875d-9f62110496b3\"], \"total_duration\": 111.0, \"total_sessions\": 3, \"mean_week_duration\": 1.461}, \"95113\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-03-06 05:12:56.000000+00:00\", \"2022-06-15 19:11:29.000000+00:00\"], \"session_ids\": [\"7d4903c6-5dab-47d6-9d3e-372a4bff48b7\", \"ed4d6562-d2d4-4693-8d2a-04a171bd1532\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 2.924}, \"48805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-23 00:21:51.000000+00:00\", \"2020-01-03 11:27:56.000000+00:00\", \"2021-08-07 03:56:02.000000+00:00\", \"2019-11-01 17:05:55.000000+00:00\"], \"session_ids\": [\"5653437d-b26f-42be-86c3-afb030ee88ac\", \"09384f81-304a-4079-963f-bdc54b94a7b6\", \"ac19e0fc-9752-4009-b9b0-911d79ff5e7a\", \"a436eb6d-279e-4b42-8ff0-2297647502f8\"], \"total_duration\": 482.0, \"total_sessions\": 4, \"mean_week_duration\": 3.624}, \"37809\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-23 23:41:04.000000+00:00\", \"2022-05-15 18:21:24.000000+00:00\", \"2021-07-02 07:44:18.000000+00:00\"], \"session_ids\": [\"c2f1f1e9-2f29-4f01-bbbd-76f9d970a565\", \"9566b815-cd38-4c87-89fb-6fcac8c32801\", \"eef71f73-1936-49f6-81d3-6974c3efac16\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 2.817}, \"92346\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-11 23:51:34.000000+00:00\", \"2020-03-21 06:06:24.000000+00:00\"], \"session_ids\": [\"7dd19ba9-c810-4cb1-ace6-d134847299d4\", \"595e3d18-bb2f-47b0-abfa-ca3409ac0872\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 3.787}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-10 13:40:42.000000+00:00\", \"2022-11-26 18:34:24.000000+00:00\"], \"session_ids\": [\"22d85085-e796-4851-bef5-47309d45570d\", \"c225ccc0-47a4-46d8-9850-05f202567765\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 4.689}}, {\"92346\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-11 23:51:34.000000+00:00\", \"2020-03-21 06:06:24.000000+00:00\"], \"session_ids\": [\"7dd19ba9-c810-4cb1-ace6-d134847299d4\", \"595e3d18-bb2f-47b0-abfa-ca3409ac0872\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 3.787}}, {\"48805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-23 00:21:51.000000+00:00\", \"2020-01-03 11:27:56.000000+00:00\", \"2021-08-07 03:56:02.000000+00:00\", \"2019-11-01 17:05:55.000000+00:00\"], \"session_ids\": [\"5653437d-b26f-42be-86c3-afb030ee88ac\", \"09384f81-304a-4079-963f-bdc54b94a7b6\", \"ac19e0fc-9752-4009-b9b0-911d79ff5e7a\", \"a436eb6d-279e-4b42-8ff0-2297647502f8\"], \"total_duration\": 482.0, \"total_sessions\": 4, \"mean_week_duration\": 3.624}}, {\"95113\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-03-06 05:12:56.000000+00:00\", \"2022-06-15 19:11:29.000000+00:00\"], \"session_ids\": [\"7d4903c6-5dab-47d6-9d3e-372a4bff48b7\", \"ed4d6562-d2d4-4693-8d2a-04a171bd1532\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 2.924}}, {\"37809\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-23 23:41:04.000000+00:00\", \"2022-05-15 18:21:24.000000+00:00\", \"2021-07-02 07:44:18.000000+00:00\"], \"session_ids\": [\"c2f1f1e9-2f29-4f01-bbbd-76f9d970a565\", \"9566b815-cd38-4c87-89fb-6fcac8c32801\", \"eef71f73-1936-49f6-81d3-6974c3efac16\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 2.817}}, {\"43924\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-08 14:26:32.000000+00:00\", \"2020-06-19 19:46:22.000000+00:00\"], \"session_ids\": [\"0d1beea5-8f83-48b3-a81c-c96852d5202a\", \"8ef8fb31-e94e-436e-b18d-21b7f4d20407\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 2.023}}, {\"44040\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-03-27 20:32:33.000000+00:00\", \"2021-06-19 10:19:04.000000+00:00\", \"2021-08-12 18:27:54.000000+00:00\"], \"session_ids\": [\"6a4b533f-8d23-47ee-a4b2-f54df85e363a\", \"94f3e7d5-594b-4817-b96b-b6e97c9e2dc7\", \"42643ee5-bddb-4a54-b40c-a50c9738ef88\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 1.95}}, {\"67452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-14 00:04:38.000000+00:00\", \"2022-05-15 05:56:43.000000+00:00\", \"2021-09-04 13:54:05.000000+00:00\"], \"session_ids\": [\"448d3ee4-550c-4f35-8fc1-f6f1d8f4be69\", \"1af8041c-2158-4f82-91c4-e13b7848f503\", \"6aeb2e01-1291-4ff5-875d-9f62110496b3\"], \"total_duration\": 111.0, \"total_sessions\": 3, \"mean_week_duration\": 1.461}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-10 13:40:42.000000+00:00\", \"2022-11-26 18:34:24.000000+00:00\"], \"session_ids\": [\"22d85085-e796-4851-bef5-47309d45570d\", \"c225ccc0-47a4-46d8-9850-05f202567765\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 4.689}}, {\"92346\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-11 23:51:34.000000+00:00\", \"2020-03-21 06:06:24.000000+00:00\"], \"session_ids\": [\"7dd19ba9-c810-4cb1-ace6-d134847299d4\", \"595e3d18-bb2f-47b0-abfa-ca3409ac0872\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 3.787}}, {\"48805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-23 00:21:51.000000+00:00\", \"2020-01-03 11:27:56.000000+00:00\", \"2021-08-07 03:56:02.000000+00:00\", \"2019-11-01 17:05:55.000000+00:00\"], \"session_ids\": [\"5653437d-b26f-42be-86c3-afb030ee88ac\", \"09384f81-304a-4079-963f-bdc54b94a7b6\", \"ac19e0fc-9752-4009-b9b0-911d79ff5e7a\", \"a436eb6d-279e-4b42-8ff0-2297647502f8\"], \"total_duration\": 482.0, \"total_sessions\": 4, \"mean_week_duration\": 3.624}}, {\"95113\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-03-06 05:12:56.000000+00:00\", \"2022-06-15 19:11:29.000000+00:00\"], \"session_ids\": [\"7d4903c6-5dab-47d6-9d3e-372a4bff48b7\", \"ed4d6562-d2d4-4693-8d2a-04a171bd1532\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 2.924}}]\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[{\"61711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-10 13:40:42.000000+00:00\", \"2022-11-26 18:34:24.000000+00:00\"], \"session_ids\": [\"22d85085-e796-4851-bef5-47309d45570d\", \"c225ccc0-47a4-46d8-9850-05f202567765\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 4.689}}, {\"92346\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-11 23:51:34.000000+00:00\", \"2020-03-21 06:06:24.000000+00:00\"], \"session_ids\": [\"7dd19ba9-c810-4cb1-ace6-d134847299d4\", \"595e3d18-bb2f-47b0-abfa-ca3409ac0872\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 3.787}}, {\"48805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-23 00:21:51.000000+00:00\", \"2020-01-03 11:27:56.000000+00:00\", \"2021-08-07 03:56:02.000000+00:00\", \"2019-11-01 17:05:55.000000+00:00\"], \"session_ids\": [\"5653437d-b26f-42be-86c3-afb030ee88ac\", \"09384f81-304a-4079-963f-bdc54b94a7b6\", \"ac19e0fc-9752-4009-b9b0-911d79ff5e7a\", \"a436eb6d-279e-4b42-8ff0-2297647502f8\"], \"total_duration\": 482.0, \"total_sessions\": 4, \"mean_week_duration\": 3.624}}, {\"95113\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-03-06 05:12:56.000000+00:00\", \"2022-06-15 19:11:29.000000+00:00\"], \"session_ids\": [\"7d4903c6-5dab-47d6-9d3e-372a4bff48b7\", \"ed4d6562-d2d4-4693-8d2a-04a171bd1532\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 2.924}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users who have the biggest value of overall duration of sessions per week plus implement sorting by name of the city in desc and in addition display me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22128\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-06 19:44:10.000000+00:00\", \"2021-06-25 00:26:39.000000+00:00\", \"2020-11-10 17:31:23.000000+00:00\", \"2022-12-24 03:47:59.000000+00:00\"], \"session_ids\": [\"3186658e-9184-425c-bba8-c1dba1cd4074\", \"c35c9688-a8b8-47da-a715-8e2cb3cd3a8c\", \"cccaed64-98c3-4f3f-b207-d65ddeb763e5\", \"554cdfda-128a-4575-9cf4-264144b200dc\"], \"total_duration\": 1769.0, \"total_sessions\": 4, \"mean_week_duration\": 13.201}, \"8095\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-10-22 18:46:00.000000+00:00\", \"2021-07-31 09:28:36.000000+00:00\"], \"session_ids\": [\"edf6cd83-795f-49cf-bf2b-91c0e3d4eac3\", \"d7b1b086-9896-4622-bdea-8a8c48a371b7\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 6.976}, \"87068\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-03 00:05:29.000000+00:00\", \"2023-06-26 09:52:10.000000+00:00\", \"2021-10-23 18:09:42.000000+00:00\", \"2023-03-11 15:44:05.000000+00:00\"], \"session_ids\": [\"ad9477c1-080f-4ff4-a43e-a2a84e66b90f\", \"e3ea883b-8101-438f-a100-80e0661fa83b\", \"9d458716-0d6c-4737-8011-a948d4c9e987\", \"2ead55a1-ae9a-4418-b04d-7efadef70915\"], \"total_duration\": 1059.0, \"total_sessions\": 4, \"mean_week_duration\": 12.034}, \"63413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-07-15 00:16:57.000000+00:00\", \"2019-02-03 16:03:23.000000+00:00\"], \"session_ids\": [\"724a0254-aad0-4f15-bec3-09cb7d066e31\", \"d212aca2-6c8d-41ad-abac-16aa054bd0d3\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 3.776}, \"90358\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-01 12:15:55.000000+00:00\", \"2020-03-28 15:07:43.000000+00:00\"], \"session_ids\": [\"1eedf306-4fca-42fb-bc8e-762186656546\", \"548e7f59-ca90-43ce-a7d2-c633f89026f9\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 1.398}, \"98139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-06 14:19:46.000000+00:00\", \"2022-02-06 05:13:43.000000+00:00\"], \"session_ids\": [\"02638341-937b-43f6-bafe-81407809e741\", \"b4fa8d9f-3344-4be8-9be3-561d59d1bd8d\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 155.0}, \"97289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-11 22:48:01.000000+00:00\", \"2019-07-29 17:13:14.000000+00:00\"], \"session_ids\": [\"d8d02c55-2edd-498e-a0ed-c22827d12c8c\", \"9dd28d48-f88e-4677-a53e-22b41c97331d\"], \"total_duration\": 280.0, \"total_sessions\": 2, \"mean_week_duration\": 4.118}, \"7980\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-27 17:37:15.000000+00:00\", \"2020-05-29 07:39:47.000000+00:00\", \"2020-11-09 01:38:09.000000+00:00\", \"2020-08-29 16:19:01.000000+00:00\", \"2021-07-14 11:31:00.000000+00:00\", \"2022-12-27 06:42:25.000000+00:00\", \"2020-06-04 23:02:55.000000+00:00\", \"2019-07-28 02:25:58.000000+00:00\", \"2021-06-15 20:40:12.000000+00:00\", \"2020-06-11 04:02:09.000000+00:00\"], \"session_ids\": [\"06fe1427-ddbd-4cf6-8500-36d08c783d85\", \"164ec8b7-22dd-48b6-9fee-f605f91b5dde\", \"086d06f2-aaea-4d30-8442-44ebae2fe39f\", \"a56879f7-8ac0-437b-944e-26112b5560bf\", \"7b5832ec-b485-4016-90b4-2792c302d88a\", \"4a246602-b5d8-4d02-b040-bdf3c5168d3c\", \"69960f5f-814f-4da3-bb14-ce9736eb6e04\", \"95c72e3e-1496-4884-bd85-00831c356014\", \"31798efb-978d-40a2-bc1f-2f5c8056d19c\", \"6d8a9450-c9f3-4739-ac65-17ad17be88d7\"], \"total_duration\": 21724.0, \"total_sessions\": 10, \"mean_week_duration\": 121.363}, \"65847\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-08 14:29:25.000000+00:00\", \"2020-09-09 20:45:20.000000+00:00\", \"2019-04-17 22:45:07.000000+00:00\", \"2021-06-06 22:45:05.000000+00:00\", \"2023-01-29 20:59:25.000000+00:00\", \"2019-09-21 07:26:53.000000+00:00\", \"2019-07-25 09:04:17.000000+00:00\", \"2021-10-11 02:08:36.000000+00:00\", \"2021-12-23 16:58:03.000000+00:00\", \"2019-04-15 19:41:33.000000+00:00\", \"2020-04-02 05:14:05.000000+00:00\"], \"session_ids\": [\"3072ead5-cf6b-4e19-9c3e-1ec0ac918d97\", \"a9b910f4-6373-46c9-850d-a8b834156f00\", \"f8825dc3-daba-46e2-8f44-aa431f007747\", \"9f4ea4ca-7c37-4c59-9dfc-0b907e633823\", \"e20c765d-0142-4dd3-9c34-29c67419c88f\", \"860525e5-1b02-4f1c-98f1-4ec66bb9002d\", \"888ccdd6-111b-4930-8fa6-916491bb1b69\", \"d95e8958-af8f-4f44-8dab-788848918e79\", \"1929eb27-402e-475f-83a4-b7fb398579bd\", \"c3b6f785-2251-4fe2-b07b-3397f017e552\", \"37342334-0790-4e84-8473-8eb5ffbb9e39\"], \"total_duration\": 17180.0, \"total_sessions\": 11, \"mean_week_duration\": 86.768}, \"35611\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-04-14 00:02:55.000000+00:00\", \"2022-06-04 03:36:10.000000+00:00\", \"2020-05-03 10:51:44.000000+00:00\", \"2022-11-23 15:25:28.000000+00:00\", \"2020-03-02 05:10:13.000000+00:00\", \"2019-06-10 17:31:40.000000+00:00\"], \"session_ids\": [\"35b79c17-6c18-46e4-a34b-19b382c881fa\", \"6ae0daaf-c417-4048-8004-ca90be89fc05\", \"9944fffb-916c-4db8-9a59-af568a4a1483\", \"183693bd-c963-4119-897b-f648bee2f747\", \"1a0ecb02-87d9-4847-bdfa-93494c56e6a9\", \"c180fd53-7102-4d58-858d-3a906f4fb040\"], \"total_duration\": 119.0, \"total_sessions\": 6, \"mean_week_duration\": 0.657}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"98139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-06 14:19:46.000000+00:00\", \"2022-02-06 05:13:43.000000+00:00\"], \"session_ids\": [\"02638341-937b-43f6-bafe-81407809e741\", \"b4fa8d9f-3344-4be8-9be3-561d59d1bd8d\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 155.0}}, {\"7980\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-27 17:37:15.000000+00:00\", \"2020-05-29 07:39:47.000000+00:00\", \"2020-11-09 01:38:09.000000+00:00\", \"2020-08-29 16:19:01.000000+00:00\", \"2021-07-14 11:31:00.000000+00:00\", \"2022-12-27 06:42:25.000000+00:00\", \"2020-06-04 23:02:55.000000+00:00\", \"2019-07-28 02:25:58.000000+00:00\", \"2021-06-15 20:40:12.000000+00:00\", \"2020-06-11 04:02:09.000000+00:00\"], \"session_ids\": [\"06fe1427-ddbd-4cf6-8500-36d08c783d85\", \"164ec8b7-22dd-48b6-9fee-f605f91b5dde\", \"086d06f2-aaea-4d30-8442-44ebae2fe39f\", \"a56879f7-8ac0-437b-944e-26112b5560bf\", \"7b5832ec-b485-4016-90b4-2792c302d88a\", \"4a246602-b5d8-4d02-b040-bdf3c5168d3c\", \"69960f5f-814f-4da3-bb14-ce9736eb6e04\", \"95c72e3e-1496-4884-bd85-00831c356014\", \"31798efb-978d-40a2-bc1f-2f5c8056d19c\", \"6d8a9450-c9f3-4739-ac65-17ad17be88d7\"], \"total_duration\": 21724.0, \"total_sessions\": 10, \"mean_week_duration\": 121.363}}, {\"65847\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-08 14:29:25.000000+00:00\", \"2020-09-09 20:45:20.000000+00:00\", \"2019-04-17 22:45:07.000000+00:00\", \"2021-06-06 22:45:05.000000+00:00\", \"2023-01-29 20:59:25.000000+00:00\", \"2019-09-21 07:26:53.000000+00:00\", \"2019-07-25 09:04:17.000000+00:00\", \"2021-10-11 02:08:36.000000+00:00\", \"2021-12-23 16:58:03.000000+00:00\", \"2019-04-15 19:41:33.000000+00:00\", \"2020-04-02 05:14:05.000000+00:00\"], \"session_ids\": [\"3072ead5-cf6b-4e19-9c3e-1ec0ac918d97\", \"a9b910f4-6373-46c9-850d-a8b834156f00\", \"f8825dc3-daba-46e2-8f44-aa431f007747\", \"9f4ea4ca-7c37-4c59-9dfc-0b907e633823\", \"e20c765d-0142-4dd3-9c34-29c67419c88f\", \"860525e5-1b02-4f1c-98f1-4ec66bb9002d\", \"888ccdd6-111b-4930-8fa6-916491bb1b69\", \"d95e8958-af8f-4f44-8dab-788848918e79\", \"1929eb27-402e-475f-83a4-b7fb398579bd\", \"c3b6f785-2251-4fe2-b07b-3397f017e552\", \"37342334-0790-4e84-8473-8eb5ffbb9e39\"], \"total_duration\": 17180.0, \"total_sessions\": 11, \"mean_week_duration\": 86.768}}]\n```\n"
}
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.