conversations
list |
|---|
[
{
"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[{\"42487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-03 16:28:27.000000+00:00\", \"2021-07-07 17:39:40.000000+00:00\", \"2019-01-29 09:42:36.000000+00:00\"], \"session_ids\": [\"9b0dd48b-406a-4336-b623-da012a583b1e\", \"ef5bfe03-4e22-4810-96aa-93d64dee81d2\", \"acdc5103-b7ba-45dd-ab97-280437a75339\"], \"total_duration\": 115.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}}, {\"93981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-03 12:02:48.000000+00:00\", \"2022-04-19 20:14:16.000000+00:00\"], \"session_ids\": [\"1ffab779-5475-4b92-8480-0f4cee54450c\", \"848d667e-baef-4a5d-995e-4a949b037c50\"], \"total_duration\": 309.0, \"total_sessions\": 2, \"mean_week_duration\": 2.255}}, {\"71912\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-07 09:17:28.000000+00:00\", \"2019-12-08 14:24:03.000000+00:00\"], \"session_ids\": [\"4126d6cd-d760-443a-8cdb-34a91e247f51\", \"943a890b-27a8-47ef-86c4-757e17f00837\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 13.6}}]\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 user who currently lives in cities Dublin, Istanbul, Panama City, Quito, Tokyo, London, Copenhagen , moreover perform sorting by duration summation of sessions per week in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51051\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-02 11:57:56.000000+00:00\", \"2022-10-29 03:22:16.000000+00:00\", \"2021-08-09 22:44:43.000000+00:00\", \"2023-01-29 21:05:44.000000+00:00\"], \"session_ids\": [\"961a8736-ee7c-4189-bd2c-c77ecd53699a\", \"c49574ef-60ac-4379-976e-712e69267d82\", \"134672f3-e2d4-4e5a-98ba-0ed3a58da649\", \"a5879442-9680-41c0-b136-1466a64cd552\"], \"total_duration\": 498.0, \"total_sessions\": 4, \"mean_week_duration\": 3.365}, \"96754\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-08 22:47:51.000000+00:00\", \"2019-03-17 13:30:25.000000+00:00\", \"2022-11-06 23:23:11.000000+00:00\", \"2023-02-12 04:15:38.000000+00:00\"], \"session_ids\": [\"baaddc5b-acc2-441d-8aa5-e74ab0235561\", \"fedcf9d9-a683-49f8-9b3d-f87cd1b1ba6c\", \"53f9bf01-967c-4cc4-bc87-5d839a1911eb\", \"80e9bb51-103e-44dd-91fe-5231fbabb024\"], \"total_duration\": 1068.0, \"total_sessions\": 4, \"mean_week_duration\": 5.235}, \"43363\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-19 16:35:50.000000+00:00\", \"2021-11-16 08:04:01.000000+00:00\", \"2021-05-12 13:55:33.000000+00:00\", \"2021-05-30 07:48:53.000000+00:00\", \"2021-09-01 12:11:04.000000+00:00\"], \"session_ids\": [\"27b60905-7a49-45c2-9692-c3e7569ea944\", \"b1ad43b4-7303-4f5b-801f-af329846da24\", \"06c7357c-8dc2-4f97-8885-772912fc8c62\", \"1e670802-e62b-46ab-94ae-d901fdf53422\", \"40bd366d-0ca1-4805-80eb-412485df29ed\"], \"total_duration\": 653.0, \"total_sessions\": 5, \"mean_week_duration\": 12.093}, \"43561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-08 10:19:45.000000+00:00\", \"2019-08-29 15:28:13.000000+00:00\", \"2021-04-10 23:08:09.000000+00:00\"], \"session_ids\": [\"1524fd25-4410-40c5-b2fe-6af9e461e1f9\", \"1185f157-c30a-468f-82e6-c187a22a61c2\", \"fadaacad-7e53-4a03-9817-6b6c3183db57\"], \"total_duration\": 550.0, \"total_sessions\": 3, \"mean_week_duration\": 6.471}, \"46303\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-08-15 20:18:36.000000+00:00\", \"2021-10-02 02:58:26.000000+00:00\", \"2023-05-07 05:06:29.000000+00:00\", \"2023-04-28 18:28:36.000000+00:00\", \"2020-03-16 18:09:22.000000+00:00\", \"2021-03-02 19:40:27.000000+00:00\"], \"session_ids\": [\"0fd9012f-cf4a-4caa-8456-26f4091132f8\", \"3443bc88-a576-4f1d-a397-95d417e59428\", \"b06d3250-6fc5-4eb6-8e4a-cba86ba779cd\", \"fb9bd54a-35d7-4802-aa84-df661e3a0b2d\", \"c19e5d06-ec6f-4557-9ce2-5f7b6f5f59a0\", \"4bb50643-3939-4c96-96d1-198d0a69b90b\"], \"total_duration\": 51.0, \"total_sessions\": 6, \"mean_week_duration\": 0.311}, \"86352\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-12-07 01:26:13.000000+00:00\", \"2021-06-29 04:00:55.000000+00:00\"], \"session_ids\": [\"08a4687f-6a11-48c4-97a8-ba2894350d50\", \"e2010a4d-678e-4df1-9576-a6feeccf44ec\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 14.533}, \"95053\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-22 08:53:46.000000+00:00\", \"2021-04-09 05:50:28.000000+00:00\", \"2021-09-08 12:07:28.000000+00:00\", \"2020-04-15 02:03:33.000000+00:00\", \"2019-07-16 10:04:26.000000+00:00\", \"2020-05-20 04:41:32.000000+00:00\", \"2019-03-20 00:45:27.000000+00:00\"], \"session_ids\": [\"2c9bf253-074c-45d7-95a5-8542df918ccf\", \"52331a77-a2d7-4747-ba3f-79db9a9b8ff0\", \"edba3b06-571e-4cc1-9f7c-d8748d7d9570\", \"a1dc82be-b9b7-44c8-a1d7-c14cf83eb4fe\", \"10bbfbe5-4207-4ffa-a33a-54dec46b0323\", \"5e7639c7-b005-4cca-97dc-7c8b2a6857af\", \"746e5fbd-9889-414f-a33a-4c676fea6da2\"], \"total_duration\": 282.0, \"total_sessions\": 7, \"mean_week_duration\": 2.186}, \"1797\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-15 07:15:23.000000+00:00\", \"2022-06-15 03:37:50.000000+00:00\", \"2022-10-26 06:51:50.000000+00:00\"], \"session_ids\": [\"be9051f3-d7bb-4da2-a871-49b0b4c4ad03\", \"9278f5de-41eb-479d-a5a4-4aefbb315582\", \"4aef7d9d-bfa9-4290-b17b-a5bc20181ea3\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 18.5}, \"71461\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-28 20:49:17.000000+00:00\", \"2019-01-08 21:45:42.000000+00:00\", \"2019-01-04 01:24:45.000000+00:00\", \"2022-11-10 04:34:35.000000+00:00\"], \"session_ids\": [\"e1eca4de-2a4a-47f6-9f6e-97870d23c2d7\", \"84470d5d-9efd-4f26-8287-cd87ab369e60\", \"a20a170c-7403-47c4-86be-55f2b2b3c62d\", \"9d34f42c-eceb-4a42-af2b-ca04bbcac7e6\"], \"total_duration\": 1332.0, \"total_sessions\": 4, \"mean_week_duration\": 6.627}, \"33354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-14 17:33:22.000000+00:00\", \"2020-12-14 03:30:47.000000+00:00\", \"2019-04-26 14:03:15.000000+00:00\"], \"session_ids\": [\"01f955e4-07c3-4d6a-8376-36ebe8f94a0b\", \"5f97a598-21ea-4d11-a5a2-be152382fc3c\", \"943ddeac-cc8c-4dd9-822b-d85c042b56bd\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.733}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Dublin, Istanbul, Panama City, Quito, Tokyo, London, Copenhagen"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Dublin\", \"Istanbul\", \"Panama City\", \"Quito\", \"Tokyo\", \"London\", \"Copenhagen\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1797\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-15 07:15:23.000000+00:00\", \"2022-06-15 03:37:50.000000+00:00\", \"2022-10-26 06:51:50.000000+00:00\"], \"session_ids\": [\"be9051f3-d7bb-4da2-a871-49b0b4c4ad03\", \"9278f5de-41eb-479d-a5a4-4aefbb315582\", \"4aef7d9d-bfa9-4290-b17b-a5bc20181ea3\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 18.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1797\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-15 07:15:23.000000+00:00\", \"2022-06-15 03:37:50.000000+00:00\", \"2022-10-26 06:51:50.000000+00:00\"], \"session_ids\": [\"be9051f3-d7bb-4da2-a871-49b0b4c4ad03\", \"9278f5de-41eb-479d-a5a4-4aefbb315582\", \"4aef7d9d-bfa9-4290-b17b-a5bc20181ea3\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 18.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1797\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-15 07:15:23.000000+00:00\", \"2022-06-15 03:37:50.000000+00:00\", \"2022-10-26 06:51:50.000000+00:00\"], \"session_ids\": [\"be9051f3-d7bb-4da2-a871-49b0b4c4ad03\", \"9278f5de-41eb-479d-a5a4-4aefbb315582\", \"4aef7d9d-bfa9-4290-b17b-a5bc20181ea3\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 18.5}}]\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[{\"1797\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-15 07:15:23.000000+00:00\", \"2022-06-15 03:37:50.000000+00:00\", \"2022-10-26 06:51:50.000000+00:00\"], \"session_ids\": [\"be9051f3-d7bb-4da2-a871-49b0b4c4ad03\", \"9278f5de-41eb-479d-a5a4-4aefbb315582\", \"4aef7d9d-bfa9-4290-b17b-a5bc20181ea3\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 18.5}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 2 users who aren't residents of cities Karachi, Helsinki, Cairo, Istanbul, Panama City and do sorting by time in app per week from the smallest to the largest , and show me 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{\"43953\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-28 21:07:20.000000+00:00\", \"2023-03-26 23:36:39.000000+00:00\", \"2021-04-20 02:42:27.000000+00:00\", \"2021-03-13 03:50:04.000000+00:00\"], \"session_ids\": [\"ce08fd91-f6de-4292-93e2-285db89e1c21\", \"bb9087d4-25fb-4642-8c38-c0a85af13454\", \"9ac9834c-79e4-4e77-8dd3-024dc8f67e3f\", \"9e02edeb-ebe5-42b0-826a-e5a31160fe1d\"], \"total_duration\": 86.0, \"total_sessions\": 4, \"mean_week_duration\": 0.439}, \"35687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-10 21:47:44.000000+00:00\", \"2022-06-19 09:10:20.000000+00:00\", \"2022-07-02 06:14:12.000000+00:00\", \"2019-10-08 14:32:22.000000+00:00\", \"2020-09-27 10:58:58.000000+00:00\", \"2019-09-15 05:26:13.000000+00:00\", \"2019-10-18 14:19:11.000000+00:00\"], \"session_ids\": [\"96dac5d6-7afe-4da8-9b47-4f370dbb50ba\", \"23843aeb-2693-42ff-9bac-7bdf7dfb8166\", \"ef8cd0cb-81a8-48c9-84b7-3048dd3ed095\", \"20d1f204-f528-4ce0-9ffc-1b38258c657d\", \"c81fab86-10bb-43b7-990c-45f4d66180d7\", \"31ab56e5-b514-49fd-8492-63f6137236e2\", \"d6ba16b5-b04d-4e3d-82f2-52dcd58cf228\"], \"total_duration\": 98.0, \"total_sessions\": 7, \"mean_week_duration\": 0.671}, \"43621\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-08 17:53:27.000000+00:00\", \"2020-09-22 22:14:02.000000+00:00\", \"2022-07-30 07:35:41.000000+00:00\", \"2021-06-17 04:41:29.000000+00:00\", \"2022-07-11 19:10:29.000000+00:00\", \"2019-05-03 15:27:01.000000+00:00\"], \"session_ids\": [\"2d6c5486-2cc2-4244-9ff2-4dfdca121147\", \"d1ef5b25-54db-40c4-b16a-b41a24d3a6ae\", \"09339c36-c8d5-4f18-bd95-cb0469d36706\", \"b671646e-e414-4f27-9713-cbc26ae11722\", \"5a5e7a7f-486a-4200-8db7-387093e96b6b\", \"e143da0e-e93a-4cb1-9794-4b00a3819c0e\"], \"total_duration\": 215.0, \"total_sessions\": 6, \"mean_week_duration\": 1.272}, \"20468\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-27 07:27:11.000000+00:00\", \"2023-04-01 05:47:15.000000+00:00\"], \"session_ids\": [\"56440ab3-384f-418b-9cb2-09eeef0724c4\", \"a3e6cd05-341c-46f6-be1d-805578646293\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 6.25}, \"3927\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-29 07:06:23.000000+00:00\", \"2021-09-25 07:12:29.000000+00:00\", \"2021-12-25 06:24:45.000000+00:00\"], \"session_ids\": [\"8305bde0-9609-41b1-8745-5c47f4899cd9\", \"8b28fd88-1518-4c95-a2bf-c0e2a5f0f635\", \"e5c35ac3-91e1-4c92-adb7-a728e5947bee\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.877}, \"7522\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-03 08:12:38.000000+00:00\", \"2019-09-26 04:57:57.000000+00:00\"], \"session_ids\": [\"c93d6818-57de-43f3-a264-9b48f1104921\", \"bc0b157d-c1d1-44fb-95d9-6db944597abd\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 10.391}, \"17719\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-09 11:27:05.000000+00:00\", \"2022-01-12 13:59:38.000000+00:00\", \"2022-06-05 02:32:07.000000+00:00\", \"2021-11-05 07:16:29.000000+00:00\"], \"session_ids\": [\"3ad5432b-1a90-47f3-a194-ec77db67b6da\", \"37e3bc2c-226a-4de4-81aa-461fe9da0ac6\", \"aa9cc12c-0495-4529-87be-f817625c9c44\", \"3fd4b8fa-dbca-41e9-8449-abbeb7ecbf2c\"], \"total_duration\": 445.0, \"total_sessions\": 4, \"mean_week_duration\": 3.112}, \"75015\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-23 02:20:57.000000+00:00\", \"2022-06-05 09:45:09.000000+00:00\"], \"session_ids\": [\"54d83274-9c6d-44bd-98e4-e041e6d6232f\", \"a42aeb7e-4213-433b-9b01-4511ddef1751\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}, \"84039\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-06-04 17:00:44.000000+00:00\", \"2021-05-12 23:49:01.000000+00:00\"], \"session_ids\": [\"e5273890-7248-464e-81b5-ac3830a5ea16\", \"4e1014f2-336c-4aa0-9956-c1129d1a63b3\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}, \"31671\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-07-31 11:24:00.000000+00:00\", \"2019-11-28 21:59:10.000000+00:00\", \"2020-10-06 23:43:50.000000+00:00\", \"2022-04-01 21:26:34.000000+00:00\", \"2021-03-13 01:20:28.000000+00:00\", \"2022-11-18 17:40:12.000000+00:00\", \"2023-06-30 21:11:31.000000+00:00\", \"2019-05-01 12:03:08.000000+00:00\", \"2019-04-13 14:48:31.000000+00:00\"], \"session_ids\": [\"dc20266d-8f69-43d7-97e9-21c393de631d\", \"14dfedf1-edbb-41b7-9f4f-44193e40b495\", \"8cb40678-c178-4414-b660-ea55d8d11ca1\", \"51d1915c-cf1e-445a-9b2e-605a9f2c2bcd\", \"b1319249-07d8-4c50-b529-0867a8a10f5b\", \"e285100e-6646-40eb-96b8-7af90eb4c8ba\", \"f3b6ec22-1d63-4484-bac3-619166937338\", \"ac28f327-5fe2-409f-9052-4f5f02d68f96\", \"fe525e83-2a4c-4742-aaab-57554102509e\"], \"total_duration\": 917.0, \"total_sessions\": 9, \"mean_week_duration\": 4.168}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Karachi, Helsinki, Cairo, Istanbul, Panama City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Karachi\", \"Helsinki\", \"Cairo\", \"Istanbul\", \"Panama City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43953\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-28 21:07:20.000000+00:00\", \"2023-03-26 23:36:39.000000+00:00\", \"2021-04-20 02:42:27.000000+00:00\", \"2021-03-13 03:50:04.000000+00:00\"], \"session_ids\": [\"ce08fd91-f6de-4292-93e2-285db89e1c21\", \"bb9087d4-25fb-4642-8c38-c0a85af13454\", \"9ac9834c-79e4-4e77-8dd3-024dc8f67e3f\", \"9e02edeb-ebe5-42b0-826a-e5a31160fe1d\"], \"total_duration\": 86.0, \"total_sessions\": 4, \"mean_week_duration\": 0.439}, \"35687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-10 21:47:44.000000+00:00\", \"2022-06-19 09:10:20.000000+00:00\", \"2022-07-02 06:14:12.000000+00:00\", \"2019-10-08 14:32:22.000000+00:00\", \"2020-09-27 10:58:58.000000+00:00\", \"2019-09-15 05:26:13.000000+00:00\", \"2019-10-18 14:19:11.000000+00:00\"], \"session_ids\": [\"96dac5d6-7afe-4da8-9b47-4f370dbb50ba\", \"23843aeb-2693-42ff-9bac-7bdf7dfb8166\", \"ef8cd0cb-81a8-48c9-84b7-3048dd3ed095\", \"20d1f204-f528-4ce0-9ffc-1b38258c657d\", \"c81fab86-10bb-43b7-990c-45f4d66180d7\", \"31ab56e5-b514-49fd-8492-63f6137236e2\", \"d6ba16b5-b04d-4e3d-82f2-52dcd58cf228\"], \"total_duration\": 98.0, \"total_sessions\": 7, \"mean_week_duration\": 0.671}, \"43621\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-08 17:53:27.000000+00:00\", \"2020-09-22 22:14:02.000000+00:00\", \"2022-07-30 07:35:41.000000+00:00\", \"2021-06-17 04:41:29.000000+00:00\", \"2022-07-11 19:10:29.000000+00:00\", \"2019-05-03 15:27:01.000000+00:00\"], \"session_ids\": [\"2d6c5486-2cc2-4244-9ff2-4dfdca121147\", \"d1ef5b25-54db-40c4-b16a-b41a24d3a6ae\", \"09339c36-c8d5-4f18-bd95-cb0469d36706\", \"b671646e-e414-4f27-9713-cbc26ae11722\", \"5a5e7a7f-486a-4200-8db7-387093e96b6b\", \"e143da0e-e93a-4cb1-9794-4b00a3819c0e\"], \"total_duration\": 215.0, \"total_sessions\": 6, \"mean_week_duration\": 1.272}, \"20468\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-27 07:27:11.000000+00:00\", \"2023-04-01 05:47:15.000000+00:00\"], \"session_ids\": [\"56440ab3-384f-418b-9cb2-09eeef0724c4\", \"a3e6cd05-341c-46f6-be1d-805578646293\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 6.25}, \"3927\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-29 07:06:23.000000+00:00\", \"2021-09-25 07:12:29.000000+00:00\", \"2021-12-25 06:24:45.000000+00:00\"], \"session_ids\": [\"8305bde0-9609-41b1-8745-5c47f4899cd9\", \"8b28fd88-1518-4c95-a2bf-c0e2a5f0f635\", \"e5c35ac3-91e1-4c92-adb7-a728e5947bee\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.877}, \"7522\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-03 08:12:38.000000+00:00\", \"2019-09-26 04:57:57.000000+00:00\"], \"session_ids\": [\"c93d6818-57de-43f3-a264-9b48f1104921\", \"bc0b157d-c1d1-44fb-95d9-6db944597abd\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 10.391}, \"17719\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-09 11:27:05.000000+00:00\", \"2022-01-12 13:59:38.000000+00:00\", \"2022-06-05 02:32:07.000000+00:00\", \"2021-11-05 07:16:29.000000+00:00\"], \"session_ids\": [\"3ad5432b-1a90-47f3-a194-ec77db67b6da\", \"37e3bc2c-226a-4de4-81aa-461fe9da0ac6\", \"aa9cc12c-0495-4529-87be-f817625c9c44\", \"3fd4b8fa-dbca-41e9-8449-abbeb7ecbf2c\"], \"total_duration\": 445.0, \"total_sessions\": 4, \"mean_week_duration\": 3.112}, \"75015\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-23 02:20:57.000000+00:00\", \"2022-06-05 09:45:09.000000+00:00\"], \"session_ids\": [\"54d83274-9c6d-44bd-98e4-e041e6d6232f\", \"a42aeb7e-4213-433b-9b01-4511ddef1751\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}, \"84039\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-06-04 17:00:44.000000+00:00\", \"2021-05-12 23:49:01.000000+00:00\"], \"session_ids\": [\"e5273890-7248-464e-81b5-ac3830a5ea16\", \"4e1014f2-336c-4aa0-9956-c1129d1a63b3\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}, \"31671\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-07-31 11:24:00.000000+00:00\", \"2019-11-28 21:59:10.000000+00:00\", \"2020-10-06 23:43:50.000000+00:00\", \"2022-04-01 21:26:34.000000+00:00\", \"2021-03-13 01:20:28.000000+00:00\", \"2022-11-18 17:40:12.000000+00:00\", \"2023-06-30 21:11:31.000000+00:00\", \"2019-05-01 12:03:08.000000+00:00\", \"2019-04-13 14:48:31.000000+00:00\"], \"session_ids\": [\"dc20266d-8f69-43d7-97e9-21c393de631d\", \"14dfedf1-edbb-41b7-9f4f-44193e40b495\", \"8cb40678-c178-4414-b660-ea55d8d11ca1\", \"51d1915c-cf1e-445a-9b2e-605a9f2c2bcd\", \"b1319249-07d8-4c50-b529-0867a8a10f5b\", \"e285100e-6646-40eb-96b8-7af90eb4c8ba\", \"f3b6ec22-1d63-4484-bac3-619166937338\", \"ac28f327-5fe2-409f-9052-4f5f02d68f96\", \"fe525e83-2a4c-4742-aaab-57554102509e\"], \"total_duration\": 917.0, \"total_sessions\": 9, \"mean_week_duration\": 4.168}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"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[{\"43953\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-28 21:07:20.000000+00:00\", \"2023-03-26 23:36:39.000000+00:00\", \"2021-04-20 02:42:27.000000+00:00\", \"2021-03-13 03:50:04.000000+00:00\"], \"session_ids\": [\"ce08fd91-f6de-4292-93e2-285db89e1c21\", \"bb9087d4-25fb-4642-8c38-c0a85af13454\", \"9ac9834c-79e4-4e77-8dd3-024dc8f67e3f\", \"9e02edeb-ebe5-42b0-826a-e5a31160fe1d\"], \"total_duration\": 86.0, \"total_sessions\": 4, \"mean_week_duration\": 0.439}}, {\"75015\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-23 02:20:57.000000+00:00\", \"2022-06-05 09:45:09.000000+00:00\"], \"session_ids\": [\"54d83274-9c6d-44bd-98e4-e041e6d6232f\", \"a42aeb7e-4213-433b-9b01-4511ddef1751\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}}, {\"35687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-10 21:47:44.000000+00:00\", \"2022-06-19 09:10:20.000000+00:00\", \"2022-07-02 06:14:12.000000+00:00\", \"2019-10-08 14:32:22.000000+00:00\", \"2020-09-27 10:58:58.000000+00:00\", \"2019-09-15 05:26:13.000000+00:00\", \"2019-10-18 14:19:11.000000+00:00\"], \"session_ids\": [\"96dac5d6-7afe-4da8-9b47-4f370dbb50ba\", \"23843aeb-2693-42ff-9bac-7bdf7dfb8166\", \"ef8cd0cb-81a8-48c9-84b7-3048dd3ed095\", \"20d1f204-f528-4ce0-9ffc-1b38258c657d\", \"c81fab86-10bb-43b7-990c-45f4d66180d7\", \"31ab56e5-b514-49fd-8492-63f6137236e2\", \"d6ba16b5-b04d-4e3d-82f2-52dcd58cf228\"], \"total_duration\": 98.0, \"total_sessions\": 7, \"mean_week_duration\": 0.671}}, {\"3927\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-29 07:06:23.000000+00:00\", \"2021-09-25 07:12:29.000000+00:00\", \"2021-12-25 06:24:45.000000+00:00\"], \"session_ids\": [\"8305bde0-9609-41b1-8745-5c47f4899cd9\", \"8b28fd88-1518-4c95-a2bf-c0e2a5f0f635\", \"e5c35ac3-91e1-4c92-adb7-a728e5947bee\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.877}}, {\"84039\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-06-04 17:00:44.000000+00:00\", \"2021-05-12 23:49:01.000000+00:00\"], \"session_ids\": [\"e5273890-7248-464e-81b5-ac3830a5ea16\", \"4e1014f2-336c-4aa0-9956-c1129d1a63b3\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}}, {\"43621\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-08 17:53:27.000000+00:00\", \"2020-09-22 22:14:02.000000+00:00\", \"2022-07-30 07:35:41.000000+00:00\", \"2021-06-17 04:41:29.000000+00:00\", \"2022-07-11 19:10:29.000000+00:00\", \"2019-05-03 15:27:01.000000+00:00\"], \"session_ids\": [\"2d6c5486-2cc2-4244-9ff2-4dfdca121147\", \"d1ef5b25-54db-40c4-b16a-b41a24d3a6ae\", \"09339c36-c8d5-4f18-bd95-cb0469d36706\", \"b671646e-e414-4f27-9713-cbc26ae11722\", \"5a5e7a7f-486a-4200-8db7-387093e96b6b\", \"e143da0e-e93a-4cb1-9794-4b00a3819c0e\"], \"total_duration\": 215.0, \"total_sessions\": 6, \"mean_week_duration\": 1.272}}, {\"17719\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-09 11:27:05.000000+00:00\", \"2022-01-12 13:59:38.000000+00:00\", \"2022-06-05 02:32:07.000000+00:00\", \"2021-11-05 07:16:29.000000+00:00\"], \"session_ids\": [\"3ad5432b-1a90-47f3-a194-ec77db67b6da\", \"37e3bc2c-226a-4de4-81aa-461fe9da0ac6\", \"aa9cc12c-0495-4529-87be-f817625c9c44\", \"3fd4b8fa-dbca-41e9-8449-abbeb7ecbf2c\"], \"total_duration\": 445.0, \"total_sessions\": 4, \"mean_week_duration\": 3.112}}, {\"31671\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-07-31 11:24:00.000000+00:00\", \"2019-11-28 21:59:10.000000+00:00\", \"2020-10-06 23:43:50.000000+00:00\", \"2022-04-01 21:26:34.000000+00:00\", \"2021-03-13 01:20:28.000000+00:00\", \"2022-11-18 17:40:12.000000+00:00\", \"2023-06-30 21:11:31.000000+00:00\", \"2019-05-01 12:03:08.000000+00:00\", \"2019-04-13 14:48:31.000000+00:00\"], \"session_ids\": [\"dc20266d-8f69-43d7-97e9-21c393de631d\", \"14dfedf1-edbb-41b7-9f4f-44193e40b495\", \"8cb40678-c178-4414-b660-ea55d8d11ca1\", \"51d1915c-cf1e-445a-9b2e-605a9f2c2bcd\", \"b1319249-07d8-4c50-b529-0867a8a10f5b\", \"e285100e-6646-40eb-96b8-7af90eb4c8ba\", \"f3b6ec22-1d63-4484-bac3-619166937338\", \"ac28f327-5fe2-409f-9052-4f5f02d68f96\", \"fe525e83-2a4c-4742-aaab-57554102509e\"], \"total_duration\": 917.0, \"total_sessions\": 9, \"mean_week_duration\": 4.168}}, {\"20468\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-27 07:27:11.000000+00:00\", \"2023-04-01 05:47:15.000000+00:00\"], \"session_ids\": [\"56440ab3-384f-418b-9cb2-09eeef0724c4\", \"a3e6cd05-341c-46f6-be1d-805578646293\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 6.25}}, {\"7522\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-03 08:12:38.000000+00:00\", \"2019-09-26 04:57:57.000000+00:00\"], \"session_ids\": [\"c93d6818-57de-43f3-a264-9b48f1104921\", \"bc0b157d-c1d1-44fb-95d9-6db944597abd\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 10.391}}]\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[{\"43953\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-28 21:07:20.000000+00:00\", \"2023-03-26 23:36:39.000000+00:00\", \"2021-04-20 02:42:27.000000+00:00\", \"2021-03-13 03:50:04.000000+00:00\"], \"session_ids\": [\"ce08fd91-f6de-4292-93e2-285db89e1c21\", \"bb9087d4-25fb-4642-8c38-c0a85af13454\", \"9ac9834c-79e4-4e77-8dd3-024dc8f67e3f\", \"9e02edeb-ebe5-42b0-826a-e5a31160fe1d\"], \"total_duration\": 86.0, \"total_sessions\": 4, \"mean_week_duration\": 0.439}}, {\"75015\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-23 02:20:57.000000+00:00\", \"2022-06-05 09:45:09.000000+00:00\"], \"session_ids\": [\"54d83274-9c6d-44bd-98e4-e041e6d6232f\", \"a42aeb7e-4213-433b-9b01-4511ddef1751\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}}]\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[{\"43953\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-28 21:07:20.000000+00:00\", \"2023-03-26 23:36:39.000000+00:00\", \"2021-04-20 02:42:27.000000+00:00\", \"2021-03-13 03:50:04.000000+00:00\"], \"session_ids\": [\"ce08fd91-f6de-4292-93e2-285db89e1c21\", \"bb9087d4-25fb-4642-8c38-c0a85af13454\", \"9ac9834c-79e4-4e77-8dd3-024dc8f67e3f\", \"9e02edeb-ebe5-42b0-826a-e5a31160fe1d\"], \"total_duration\": 86.0, \"total_sessions\": 4, \"mean_week_duration\": 0.439}}, {\"75015\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-23 02:20:57.000000+00:00\", \"2022-06-05 09:45:09.000000+00:00\"], \"session_ids\": [\"54d83274-9c6d-44bd-98e4-e041e6d6232f\", \"a42aeb7e-4213-433b-9b01-4511ddef1751\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}}]\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 with a overall duration of sessions per week is precisely 24 and in addition apply sorting by time spent on the site ascendingly as well as get rid of all records, except 2."
}
] |
[
{
"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{\"5233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-05-08 06:28:59.000000+00:00\", \"2022-12-10 00:57:05.000000+00:00\", \"2022-04-06 01:02:03.000000+00:00\", \"2021-10-27 03:19:37.000000+00:00\"], \"session_ids\": [\"08acfc32-79e0-4f96-aa26-964aa7cd1c06\", \"61c8a177-613e-4107-926b-68d1c53be54c\", \"f1015b99-806e-4721-be2b-2b5666bc3799\", \"2bf72531-90d2-45f8-972d-56e63276c4e9\"], \"total_duration\": 162.0, \"total_sessions\": 4, \"mean_week_duration\": 2.746}, \"72951\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-01 07:46:55.000000+00:00\", \"2020-02-08 15:38:58.000000+00:00\", \"2022-09-01 14:35:25.000000+00:00\"], \"session_ids\": [\"d3fa6220-2c81-4ffd-bac3-270acd606695\", \"b2554d85-f120-4386-b02b-3503e395d24b\", \"fdd8961c-859d-4c84-8f0a-5a8855a4453e\"], \"total_duration\": 209.0, \"total_sessions\": 3, \"mean_week_duration\": 1.168}, \"37506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-06 13:34:29.000000+00:00\", \"2023-04-07 15:42:52.000000+00:00\"], \"session_ids\": [\"5b39c73a-abcf-4213-9ec7-06c85f4af0a3\", \"09d6cc54-6c0b-407c-bc95-8489f75a38d6\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.639}, \"38448\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-13 09:12:31.000000+00:00\", \"2020-10-27 05:52:08.000000+00:00\", \"2019-01-10 02:29:58.000000+00:00\"], \"session_ids\": [\"bfe0ad23-e149-4921-80e5-5bd2f8916365\", \"72cae7d1-1ece-4571-9fdd-797bbcb92103\", \"515b9b8e-5c3c-43a4-8c74-7df9aa7fd2d1\"], \"total_duration\": 362.0, \"total_sessions\": 3, \"mean_week_duration\": 3.851}, \"97754\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-02-23 04:20:57.000000+00:00\", \"2022-04-05 03:50:39.000000+00:00\"], \"session_ids\": [\"647ce52f-39ba-4c02-9d3e-806bdba24eb4\", \"09d08888-88b8-44de-b20c-4a2be5661897\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 3.847}, \"69924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 10:49:10.000000+00:00\", \"2021-01-26 11:06:19.000000+00:00\"], \"session_ids\": [\"cc136248-aa8b-469f-8947-76a3f3ce445f\", \"073ae66c-699a-4e92-aee3-479d472b03d3\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 3.4}, \"69185\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-07-26 07:01:47.000000+00:00\", \"2019-10-04 13:56:19.000000+00:00\"], \"session_ids\": [\"7506c205-3af1-47b4-9942-5076e0bacc28\", \"3e0efc93-ded9-4fe1-80bf-d1f95cf87754\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 0.844}, \"79780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-14 19:18:01.000000+00:00\", \"2023-04-05 00:16:09.000000+00:00\"], \"session_ids\": [\"96c10d63-7916-40e0-9c33-a2946d45fab3\", \"49ab40eb-cc79-46d4-bcc4-58f0cc0fd69b\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}, \"84497\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-06 18:51:48.000000+00:00\", \"2020-08-12 13:17:18.000000+00:00\"], \"session_ids\": [\"5dfb24e3-adea-4bee-bbef-bb1e3188838e\", \"3b97c70f-04a6-42c1-9bf0-f476e81f8b20\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.923}, \"11508\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-20 09:20:46.000000+00:00\", \"2021-11-02 11:50:47.000000+00:00\", \"2019-02-04 21:00:12.000000+00:00\", \"2019-04-02 22:23:17.000000+00:00\"], \"session_ids\": [\"8a72597c-e791-4266-8da3-30c08d96bf27\", \"7d093b67-1b93-42bf-94c8-74a2ee02ff4d\", \"f350b239-a4a3-458d-bcc8-3baf6b771a20\", \"da5fbe09-bda6-496a-b456-9d6c82e889d5\"], \"total_duration\": 184.0, \"total_sessions\": 4, \"mean_week_duration\": 1.287}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 24"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 27]]}}}\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": "I'm eager to find out about 5 users whose average_week_duration is strictly greater than 8 and less than 47 additionaly do sorting by total sessions in asc order as well as show me only 3 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{\"70419\": {\"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\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-10 13:59:18.000000+00:00\", \"2022-03-07 09:11:23.000000+00:00\"], \"session_ids\": [\"d219f79a-ea97-4b6a-ae2b-8df2ccbc008e\", \"06a86186-80b6-4844-8d18-a6508b8f9611\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 46.8}, \"97766\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-10 16:36:14.000000+00:00\", \"2021-12-30 08:33:29.000000+00:00\"], \"session_ids\": [\"685af6c4-5887-4fa3-8a8b-0590c7d810b8\", \"b5b05d5d-ec4b-4ea9-b199-3ebf9eff8da3\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.247}, \"53433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-09-01 18:08:27.000000+00:00\", \"2020-07-10 11:39:50.000000+00:00\"], \"session_ids\": [\"8d681551-5d17-4797-a6ce-b940cf941950\", \"af97afec-2a28-458c-8856-9207ee22a6bd\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 1.589}, \"29579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-14 17:27:37.000000+00:00\", \"2020-11-20 21:58:50.000000+00:00\"], \"session_ids\": [\"06f24c11-359b-45e4-bded-ad607f358163\", \"1be19351-83c9-4b8e-a508-16ef4b27477c\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 3.35}, \"34041\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-01-09 04:38:36.000000+00:00\", \"2023-03-24 17:36:43.000000+00:00\", \"2021-01-20 23:52:21.000000+00:00\", \"2021-12-07 19:21:40.000000+00:00\", \"2021-07-22 10:57:15.000000+00:00\", \"2020-05-19 02:41:07.000000+00:00\", \"2019-05-23 20:37:13.000000+00:00\", \"2023-03-06 20:36:00.000000+00:00\", \"2019-02-16 22:25:21.000000+00:00\"], \"session_ids\": [\"1944d0d9-e484-4a92-9240-6bcbd282a406\", \"88623315-5ae3-4eab-91ee-2edb3e65d335\", \"cf4ab81c-41e1-4bbf-a481-e6cf86d3978c\", \"8d9b9d0f-d4cc-42f1-8018-9ea66030fe48\", \"0e7d5030-765c-42ed-95ee-9d241ceb273f\", \"79a7ffc5-8455-49c3-86be-8f83075e34e1\", \"e60d26d1-abdc-4d61-9903-0369d80a943d\", \"34c8071a-a72d-4553-a694-2919865a4edb\", \"9254543f-6ddc-4f69-ba92-b32bb047baac\"], \"total_duration\": 10854.0, \"total_sessions\": 9, \"mean_week_duration\": 50.72}, \"33836\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-02 01:59:05.000000+00:00\", \"2023-01-16 07:32:21.000000+00:00\", \"2019-02-03 14:12:27.000000+00:00\"], \"session_ids\": [\"ae49142d-90af-4efa-8863-916f341549d6\", \"05242b18-254a-4b78-bfd2-67fa70de72fa\", \"afbeda8f-0dc1-40a8-937a-7066ffd6090e\"], \"total_duration\": 554.0, \"total_sessions\": 3, \"mean_week_duration\": 2.689}, \"95901\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-08-28 03:44:20.000000+00:00\", \"2019-03-14 06:01:22.000000+00:00\"], \"session_ids\": [\"a7504bc9-f813-422c-9105-7fdd003a823b\", \"ba0e35bf-0b06-4777-92be-9babe843f081\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 2.553}, \"80383\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-12-23 10:32:24.000000+00:00\", \"2021-04-15 00:49:01.000000+00:00\"], \"session_ids\": [\"e9a30431-a861-4f58-bbab-cd06a35eaa70\", \"5d796395-767b-450c-8415-091bb618f93d\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}, \"39644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-11-01 22:25:43.000000+00:00\", \"2022-05-04 17:52:09.000000+00:00\", \"2021-12-10 10:43:30.000000+00:00\", \"2020-07-21 21:11:34.000000+00:00\", \"2022-02-07 09:21:15.000000+00:00\"], \"session_ids\": [\"6492e922-890c-4061-a37f-26f23bfe013d\", \"38ac56c8-9e44-4fcd-b3ea-fa3b5953def2\", \"2d97fc2f-4232-452b-bd4f-27a5f55e6ab3\", \"e45dac18-09e1-4c18-91cd-842a8bacbd07\", \"6a254234-1bbc-4c69-9f8c-b960b9bdfb85\"], \"total_duration\": 170.0, \"total_sessions\": 5, \"mean_week_duration\": 1.429}, \"14270\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-10 04:49:04.000000+00:00\", \"2022-11-10 02:56:22.000000+00:00\"], \"session_ids\": [\"cc3497b1-b50a-4cb2-8d19-83110ad3c31a\", \"dfccc323-8e3e-4546-aca3-28f560bc9eb2\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.814}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 8 and are equal or less than 47"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70419\": {\"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\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-10 13:59:18.000000+00:00\", \"2022-03-07 09:11:23.000000+00:00\"], \"session_ids\": [\"d219f79a-ea97-4b6a-ae2b-8df2ccbc008e\", \"06a86186-80b6-4844-8d18-a6508b8f9611\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 46.8}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70419\": {\"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\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-10 13:59:18.000000+00:00\", \"2022-03-07 09:11:23.000000+00:00\"], \"session_ids\": [\"d219f79a-ea97-4b6a-ae2b-8df2ccbc008e\", \"06a86186-80b6-4844-8d18-a6508b8f9611\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 46.8}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70419\": {\"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\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-10 13:59:18.000000+00:00\", \"2022-03-07 09:11:23.000000+00:00\"], \"session_ids\": [\"d219f79a-ea97-4b6a-ae2b-8df2ccbc008e\", \"06a86186-80b6-4844-8d18-a6508b8f9611\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 46.8}}]\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[{\"70419\": {\"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\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-10 13:59:18.000000+00:00\", \"2022-03-07 09:11:23.000000+00:00\"], \"session_ids\": [\"d219f79a-ea97-4b6a-ae2b-8df2ccbc008e\", \"06a86186-80b6-4844-8d18-a6508b8f9611\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 46.8}}]\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 4 users whose duration of sessions per week is greater than 10 and less than 42 also perform sorting by mean of duration of sessions per week from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27636\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-03-05 06:07:26.000000+00:00\", \"2019-01-27 17:46:38.000000+00:00\"], \"session_ids\": [\"e371e8f2-3182-40a4-af14-b0a7995c05a4\", \"5dc4c326-7b2b-4917-a39b-7c6c44ea6fe1\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.209}, \"51934\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-10-21 09:42:59.000000+00:00\", \"2021-08-17 04:56:51.000000+00:00\"], \"session_ids\": [\"8be23eec-921f-4b13-8195-09a86c30d475\", \"60f8e6fe-e73a-47a9-94ed-85259d82695c\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 5.048}, \"90879\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-11-24 15:01:34.000000+00:00\", \"2022-12-03 21:19:55.000000+00:00\", \"2023-01-12 18:33:56.000000+00:00\", \"2019-02-02 02:23:50.000000+00:00\", \"2023-04-12 15:49:30.000000+00:00\", \"2022-08-06 04:54:09.000000+00:00\", \"2020-09-17 01:45:02.000000+00:00\"], \"session_ids\": [\"841ffaa5-d5e7-4f67-b642-eb9d88c904e2\", \"fc443378-f3be-48b8-a6a0-7f65f1498f90\", \"ae959462-b0a4-4a88-86b5-c0e76d28633c\", \"ab13a70a-fe33-4584-83dd-0ee08981ccc4\", \"ac7a4819-a330-4af7-a2d7-2bc904039f1d\", \"ef88a872-2f69-48e8-b2bf-065326dc8a52\", \"6dc325c6-a994-4a6d-bfd8-cc6ce71a0b14\"], \"total_duration\": 288.0, \"total_sessions\": 7, \"mean_week_duration\": 1.315}, \"62943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-06 03:56:57.000000+00:00\", \"2019-03-03 11:34:34.000000+00:00\"], \"session_ids\": [\"9ba00027-7ce9-4054-be40-9d64dfde9f01\", \"3e03db8b-94ee-485c-9218-39bf90d071a6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 3.889}, \"79979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-06-25 19:54:42.000000+00:00\", \"2021-01-11 23:42:36.000000+00:00\"], \"session_ids\": [\"628f607c-aa89-4aa6-a205-74b2554ac07f\", \"17093c05-b6c6-4aff-8323-145254132e31\"], \"total_duration\": 398.0, \"total_sessions\": 2, \"mean_week_duration\": 16.583}, \"12537\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-11-19 10:57:58.000000+00:00\", \"2021-02-19 16:52:19.000000+00:00\"], \"session_ids\": [\"d20be6b8-107a-492f-9e6b-883dac373a0d\", \"57103601-d145-4985-aa7f-8d9a9a143fa7\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}, \"70899\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-18 09:47:51.000000+00:00\", \"2020-11-27 10:43:18.000000+00:00\", \"2021-03-17 10:10:33.000000+00:00\"], \"session_ids\": [\"3ffa7b09-5416-4017-bb11-3508d99ac8c7\", \"20933e8b-8d80-4bf0-93f7-43c3e746b77c\", \"21e9934d-3f61-4ff1-8002-0dd8ce5bd985\"], \"total_duration\": 77.0, \"total_sessions\": 3, \"mean_week_duration\": 0.688}, \"22976\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-04-15 09:44:15.000000+00:00\", \"2021-02-09 18:07:07.000000+00:00\"], \"session_ids\": [\"b4c2ef6f-46a8-455f-b6e4-dc24a21d5b40\", \"f8fbef9c-389f-4e78-9e2f-38e21a5f7231\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.031}, \"9112\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-09 16:07:08.000000+00:00\", \"2022-02-19 16:30:48.000000+00:00\"], \"session_ids\": [\"87ade536-b5c2-4610-a7f2-abdda5d3df35\", \"df5f405b-63e3-44ab-a313-ab757d7c3399\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.409}, \"89323\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-10 06:50:10.000000+00:00\", \"2019-06-11 01:15:38.000000+00:00\", \"2020-08-15 13:20:52.000000+00:00\", \"2020-04-12 18:03:27.000000+00:00\"], \"session_ids\": [\"77ab4ee1-a7f2-4bc1-8cf8-51cc42042be9\", \"e2df0cfa-87b1-46a6-a22c-1553ba28f376\", \"04d1d5ee-c304-4584-9846-7261ad7bedda\", \"2b070897-763d-422a-a05f-1ab794f2ef06\"], \"total_duration\": 178.0, \"total_sessions\": 4, \"mean_week_duration\": 2.871}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 10 and are equal or less than 42"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 42]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-06-25 19:54:42.000000+00:00\", \"2021-01-11 23:42:36.000000+00:00\"], \"session_ids\": [\"628f607c-aa89-4aa6-a205-74b2554ac07f\", \"17093c05-b6c6-4aff-8323-145254132e31\"], \"total_duration\": 398.0, \"total_sessions\": 2, \"mean_week_duration\": 16.583}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"79979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-06-25 19:54:42.000000+00:00\", \"2021-01-11 23:42:36.000000+00:00\"], \"session_ids\": [\"628f607c-aa89-4aa6-a205-74b2554ac07f\", \"17093c05-b6c6-4aff-8323-145254132e31\"], \"total_duration\": 398.0, \"total_sessions\": 2, \"mean_week_duration\": 16.583}}]\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[{\"79979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-06-25 19:54:42.000000+00:00\", \"2021-01-11 23:42:36.000000+00:00\"], \"session_ids\": [\"628f607c-aa89-4aa6-a205-74b2554ac07f\", \"17093c05-b6c6-4aff-8323-145254132e31\"], \"total_duration\": 398.0, \"total_sessions\": 2, \"mean_week_duration\": 16.583}}]\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[{\"79979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-06-25 19:54:42.000000+00:00\", \"2021-01-11 23:42:36.000000+00:00\"], \"session_ids\": [\"628f607c-aa89-4aa6-a205-74b2554ac07f\", \"17093c05-b6c6-4aff-8323-145254132e31\"], \"total_duration\": 398.0, \"total_sessions\": 2, \"mean_week_duration\": 16.583}}]\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 users who have time in app per week strictly bigger than 3 in addition execute sorting by city naming 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{\"29563\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-14 21:21:39.000000+00:00\", \"2019-06-13 10:51:42.000000+00:00\"], \"session_ids\": [\"3b4f4944-4724-4dfd-980d-62340fd5740c\", \"e9282fb7-9f02-4456-ba2e-c861dbd1bb67\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 2.568}, \"69064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-27 02:23:13.000000+00:00\", \"2022-12-10 19:44:26.000000+00:00\"], \"session_ids\": [\"e51b6680-73ab-4778-9cfd-5a54292d294f\", \"be789311-2efd-4968-922c-bf4062e03e75\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 8.46}, \"64219\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-06-21 22:21:52.000000+00:00\", \"2022-06-14 05:17:36.000000+00:00\"], \"session_ids\": [\"2d7da956-630d-468a-a8d9-88d19ef974ba\", \"106f4173-6de1-4839-bc83-a8a5b1f5d950\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}, \"74886\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-31 13:06:13.000000+00:00\", \"2022-12-14 17:19:08.000000+00:00\"], \"session_ids\": [\"5277fa59-3b36-467b-9c71-771930f6ee05\", \"b1df76b0-7b7b-4f0d-aee6-ef8d6c10685c\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"4799\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-07 22:54:51.000000+00:00\", \"2021-06-08 05:27:44.000000+00:00\"], \"session_ids\": [\"624d206a-31fd-4d7f-af3b-e46752dec6ec\", \"bb27a368-5522-4e57-a4c2-d650e055d1c1\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 3.981}, \"88290\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-06 04:59:54.000000+00:00\", \"2019-10-01 15:24:36.000000+00:00\", \"2020-06-26 17:49:21.000000+00:00\"], \"session_ids\": [\"5397a413-1dbc-4c5d-aa6d-7bf8ccb0fbf2\", \"8763e54d-8d0e-46ca-b243-d5a27abd13c8\", \"c9eacbd4-371c-45a0-8d04-efda67b14155\"], \"total_duration\": 186.0, \"total_sessions\": 3, \"mean_week_duration\": 3.207}, \"89465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-30 22:17:45.000000+00:00\", \"2020-08-09 21:41:57.000000+00:00\", \"2021-10-02 07:01:16.000000+00:00\"], \"session_ids\": [\"f116d655-972a-4ecb-addf-58f4d3c61eae\", \"504d63ae-aa99-4ec0-b433-38567ee91a55\", \"3ba52bab-d04a-4dbe-9fb5-5b4948727ebc\"], \"total_duration\": 400.0, \"total_sessions\": 3, \"mean_week_duration\": 5.714}, \"69617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-20 12:03:42.000000+00:00\", \"2021-03-07 18:54:31.000000+00:00\", \"2023-04-08 06:58:42.000000+00:00\", \"2023-03-16 16:58:33.000000+00:00\", \"2019-11-30 07:01:26.000000+00:00\", \"2021-08-06 12:32:00.000000+00:00\"], \"session_ids\": [\"d3f5b672-0a11-4bc7-953c-aa67bbfb04fb\", \"83c18c60-0964-4352-ac76-446c573446d2\", \"37d08174-0358-4d4a-abb7-01b92c7bd56f\", \"a8b03177-69ff-46c9-b087-aff6f2bdc756\", \"ab6d7c1e-e00c-4450-aea5-89f0c226c93c\", \"c9ef279f-5e00-4e65-a7e2-eae2cccf6c5d\"], \"total_duration\": 457.0, \"total_sessions\": 6, \"mean_week_duration\": 2.611}, \"75477\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-14 05:34:22.000000+00:00\", \"2021-11-13 21:00:29.000000+00:00\"], \"session_ids\": [\"8aa3e565-0cb5-4095-801b-eb4aa96ba047\", \"1f5a3008-bfdc-4ef9-9e60-9d4eb6abebc7\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 3.362}, \"78660\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-02 23:52:59.000000+00:00\", \"2021-11-17 12:24:09.000000+00:00\", \"2019-04-29 00:34:01.000000+00:00\", \"2020-02-15 03:48:25.000000+00:00\", \"2022-10-13 09:57:46.000000+00:00\", \"2023-01-12 11:48:10.000000+00:00\", \"2019-07-19 05:46:58.000000+00:00\", \"2019-03-05 15:57:52.000000+00:00\"], \"session_ids\": [\"ba265207-7994-42d9-b245-4bc1a6736ffe\", \"c449a65c-b39c-499c-af8f-28ab51365b57\", \"35a20da0-81e3-425d-9cc6-82ccb386e03b\", \"c6db9d39-5a1e-4b4d-99de-ff72dfc5a89d\", \"18d87c41-b23d-436b-a067-38faee55f571\", \"d06b8302-6cb8-4abe-8207-d250fabf5195\", \"680e205a-c012-4740-bbb9-a36e34e0b268\", \"617b4b9b-765d-4811-8707-9f222853a19e\"], \"total_duration\": 244.0, \"total_sessions\": 8, \"mean_week_duration\": 1.208}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 28]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-27 02:23:13.000000+00:00\", \"2022-12-10 19:44:26.000000+00:00\"], \"session_ids\": [\"e51b6680-73ab-4778-9cfd-5a54292d294f\", \"be789311-2efd-4968-922c-bf4062e03e75\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 8.46}, \"4799\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-07 22:54:51.000000+00:00\", \"2021-06-08 05:27:44.000000+00:00\"], \"session_ids\": [\"624d206a-31fd-4d7f-af3b-e46752dec6ec\", \"bb27a368-5522-4e57-a4c2-d650e055d1c1\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 3.981}, \"88290\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-06 04:59:54.000000+00:00\", \"2019-10-01 15:24:36.000000+00:00\", \"2020-06-26 17:49:21.000000+00:00\"], \"session_ids\": [\"5397a413-1dbc-4c5d-aa6d-7bf8ccb0fbf2\", \"8763e54d-8d0e-46ca-b243-d5a27abd13c8\", \"c9eacbd4-371c-45a0-8d04-efda67b14155\"], \"total_duration\": 186.0, \"total_sessions\": 3, \"mean_week_duration\": 3.207}, \"89465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-30 22:17:45.000000+00:00\", \"2020-08-09 21:41:57.000000+00:00\", \"2021-10-02 07:01:16.000000+00:00\"], \"session_ids\": [\"f116d655-972a-4ecb-addf-58f4d3c61eae\", \"504d63ae-aa99-4ec0-b433-38567ee91a55\", \"3ba52bab-d04a-4dbe-9fb5-5b4948727ebc\"], \"total_duration\": 400.0, \"total_sessions\": 3, \"mean_week_duration\": 5.714}, \"75477\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-14 05:34:22.000000+00:00\", \"2021-11-13 21:00:29.000000+00:00\"], \"session_ids\": [\"8aa3e565-0cb5-4095-801b-eb4aa96ba047\", \"1f5a3008-bfdc-4ef9-9e60-9d4eb6abebc7\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 3.362}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"75477\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-14 05:34:22.000000+00:00\", \"2021-11-13 21:00:29.000000+00:00\"], \"session_ids\": [\"8aa3e565-0cb5-4095-801b-eb4aa96ba047\", \"1f5a3008-bfdc-4ef9-9e60-9d4eb6abebc7\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 3.362}}, {\"89465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-30 22:17:45.000000+00:00\", \"2020-08-09 21:41:57.000000+00:00\", \"2021-10-02 07:01:16.000000+00:00\"], \"session_ids\": [\"f116d655-972a-4ecb-addf-58f4d3c61eae\", \"504d63ae-aa99-4ec0-b433-38567ee91a55\", \"3ba52bab-d04a-4dbe-9fb5-5b4948727ebc\"], \"total_duration\": 400.0, \"total_sessions\": 3, \"mean_week_duration\": 5.714}}, {\"4799\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-07 22:54:51.000000+00:00\", \"2021-06-08 05:27:44.000000+00:00\"], \"session_ids\": [\"624d206a-31fd-4d7f-af3b-e46752dec6ec\", \"bb27a368-5522-4e57-a4c2-d650e055d1c1\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 3.981}}, {\"69064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-27 02:23:13.000000+00:00\", \"2022-12-10 19:44:26.000000+00:00\"], \"session_ids\": [\"e51b6680-73ab-4778-9cfd-5a54292d294f\", \"be789311-2efd-4968-922c-bf4062e03e75\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 8.46}}, {\"88290\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-06 04:59:54.000000+00:00\", \"2019-10-01 15:24:36.000000+00:00\", \"2020-06-26 17:49:21.000000+00:00\"], \"session_ids\": [\"5397a413-1dbc-4c5d-aa6d-7bf8ccb0fbf2\", \"8763e54d-8d0e-46ca-b243-d5a27abd13c8\", \"c9eacbd4-371c-45a0-8d04-efda67b14155\"], \"total_duration\": 186.0, \"total_sessions\": 3, \"mean_week_duration\": 3.207}}]\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[{\"75477\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-14 05:34:22.000000+00:00\", \"2021-11-13 21:00:29.000000+00:00\"], \"session_ids\": [\"8aa3e565-0cb5-4095-801b-eb4aa96ba047\", \"1f5a3008-bfdc-4ef9-9e60-9d4eb6abebc7\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 3.362}}, {\"89465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-30 22:17:45.000000+00:00\", \"2020-08-09 21:41:57.000000+00:00\", \"2021-10-02 07:01:16.000000+00:00\"], \"session_ids\": [\"f116d655-972a-4ecb-addf-58f4d3c61eae\", \"504d63ae-aa99-4ec0-b433-38567ee91a55\", \"3ba52bab-d04a-4dbe-9fb5-5b4948727ebc\"], \"total_duration\": 400.0, \"total_sessions\": 3, \"mean_week_duration\": 5.714}}, {\"4799\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-07 22:54:51.000000+00:00\", \"2021-06-08 05:27:44.000000+00:00\"], \"session_ids\": [\"624d206a-31fd-4d7f-af3b-e46752dec6ec\", \"bb27a368-5522-4e57-a4c2-d650e055d1c1\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 3.981}}, {\"69064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-27 02:23:13.000000+00:00\", \"2022-12-10 19:44:26.000000+00:00\"], \"session_ids\": [\"e51b6680-73ab-4778-9cfd-5a54292d294f\", \"be789311-2efd-4968-922c-bf4062e03e75\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 8.46}}, {\"88290\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-06 04:59:54.000000+00:00\", \"2019-10-01 15:24:36.000000+00:00\", \"2020-06-26 17:49:21.000000+00:00\"], \"session_ids\": [\"5397a413-1dbc-4c5d-aa6d-7bf8ccb0fbf2\", \"8763e54d-8d0e-46ca-b243-d5a27abd13c8\", \"c9eacbd4-371c-45a0-8d04-efda67b14155\"], \"total_duration\": 186.0, \"total_sessions\": 3, \"mean_week_duration\": 3.207}}]\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 interested in learning about users whose count of sessions is same as 5 , sort by overall quantity of sessions 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{\"61854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-11 02:22:47.000000+00:00\", \"2023-04-17 15:08:09.000000+00:00\"], \"session_ids\": [\"e0fb97ea-a3cd-49c9-8449-2301b8466954\", \"74deb94c-18ec-419e-8720-21ddb71f3e0b\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 16.75}, \"76438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-02 16:11:10.000000+00:00\", \"2020-11-01 01:03:18.000000+00:00\", \"2020-01-14 09:58:12.000000+00:00\"], \"session_ids\": [\"04c19f7c-4d99-4d4f-a52f-75e726ea18f1\", \"c968c865-9546-44d1-82d1-73c8ab6bf893\", \"c0ba09c2-646e-4d66-9f06-4515c638cc5a\"], \"total_duration\": 974.0, \"total_sessions\": 3, \"mean_week_duration\": 6.626}, \"13753\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-07-14 02:40:46.000000+00:00\", \"2020-02-29 15:49:23.000000+00:00\"], \"session_ids\": [\"56ee4baa-4667-4802-958d-44460f991a2d\", \"593eb702-9a8c-4f66-af04-d8911fe9587c\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 2.222}, \"75711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-06 14:55:52.000000+00:00\", \"2021-02-10 08:26:49.000000+00:00\", \"2021-11-02 00:31:46.000000+00:00\", \"2022-01-03 17:33:50.000000+00:00\", \"2020-08-30 00:09:54.000000+00:00\"], \"session_ids\": [\"e602f84b-1667-4416-8379-c46fe31ed0f3\", \"6f79c46f-dc6e-4d6b-bb26-475577555966\", \"13270c50-3cd4-41ff-8144-1369feafa403\", \"fc5da6c9-dbc9-4610-93ce-c7cb7aa1052e\", \"cf2cf0d7-5a96-47f1-839c-6d490b113cac\"], \"total_duration\": 3838.0, \"total_sessions\": 5, \"mean_week_duration\": 32.525}, \"21405\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-10-03 00:06:01.000000+00:00\", \"2023-05-14 12:19:40.000000+00:00\", \"2019-12-13 20:54:31.000000+00:00\"], \"session_ids\": [\"c4e9f333-8831-4c4e-a0d2-ace6ff936d12\", \"9a7c94e5-04c7-4654-9c1c-868d609a297e\", \"5ad7fbb8-2ee7-4dc5-be49-8ea56f51d4fd\"], \"total_duration\": 226.0, \"total_sessions\": 3, \"mean_week_duration\": 1.263}, \"54966\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-02-05 02:36:52.000000+00:00\", \"2021-11-01 15:01:32.000000+00:00\"], \"session_ids\": [\"741e7159-adbc-4217-8ee2-2bf16c662de8\", \"a8bead96-01dc-4548-b48b-c55d28abb618\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.259}, \"26144\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-12-16 01:50:51.000000+00:00\", \"2019-05-12 18:50:18.000000+00:00\", \"2019-05-11 19:44:26.000000+00:00\", \"2019-07-13 23:30:30.000000+00:00\", \"2021-07-27 01:43:14.000000+00:00\"], \"session_ids\": [\"c224a0ba-5c82-461b-a88c-ae9bc931d5bb\", \"f49bd395-ff09-43a2-9284-6139a85b4679\", \"1c7d06b7-de31-48a8-a40a-9f13e81bd6fe\", \"2a084951-84f9-47b4-a974-c05d00a8b3f6\", \"e16511f7-0299-43cf-a6c2-69ff85418a81\"], \"total_duration\": 253.0, \"total_sessions\": 5, \"mean_week_duration\": 1.86}, \"4630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 9, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-12-11 06:12:09.000000+00:00\", \"2019-10-10 07:51:39.000000+00:00\", \"2019-03-06 17:00:14.000000+00:00\"], \"session_ids\": [\"5e287446-77ef-489c-9d2c-35630752308f\", \"a6deda05-4248-4a99-bc64-d7c7c3353852\", \"65340a7f-50f0-4b73-a3ed-48d26d9f5c81\"], \"total_duration\": 222.0, \"total_sessions\": 3, \"mean_week_duration\": 5.55}, \"11125\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-17 20:57:31.000000+00:00\", \"2023-06-20 16:28:32.000000+00:00\"], \"session_ids\": [\"f80efdc1-c451-42f6-b749-e3954798585d\", \"51e0f4ce-e0cb-4b5a-b794-45a3c6c6e03b\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 9.742}, \"82151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-11-18 19:39:15.000000+00:00\", \"2020-12-07 20:42:09.000000+00:00\", \"2019-04-29 02:05:55.000000+00:00\"], \"session_ids\": [\"e00c01be-45b1-460d-b363-1b1706c24b6f\", \"3cf367b6-c485-418c-b9d1-349d8a327a63\", \"9451f348-d497-4006-9b0d-d5afdb2d6587\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 0.524}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are 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{\"75711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-06 14:55:52.000000+00:00\", \"2021-02-10 08:26:49.000000+00:00\", \"2021-11-02 00:31:46.000000+00:00\", \"2022-01-03 17:33:50.000000+00:00\", \"2020-08-30 00:09:54.000000+00:00\"], \"session_ids\": [\"e602f84b-1667-4416-8379-c46fe31ed0f3\", \"6f79c46f-dc6e-4d6b-bb26-475577555966\", \"13270c50-3cd4-41ff-8144-1369feafa403\", \"fc5da6c9-dbc9-4610-93ce-c7cb7aa1052e\", \"cf2cf0d7-5a96-47f1-839c-6d490b113cac\"], \"total_duration\": 3838.0, \"total_sessions\": 5, \"mean_week_duration\": 32.525}, \"26144\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-12-16 01:50:51.000000+00:00\", \"2019-05-12 18:50:18.000000+00:00\", \"2019-05-11 19:44:26.000000+00:00\", \"2019-07-13 23:30:30.000000+00:00\", \"2021-07-27 01:43:14.000000+00:00\"], \"session_ids\": [\"c224a0ba-5c82-461b-a88c-ae9bc931d5bb\", \"f49bd395-ff09-43a2-9284-6139a85b4679\", \"1c7d06b7-de31-48a8-a40a-9f13e81bd6fe\", \"2a084951-84f9-47b4-a974-c05d00a8b3f6\", \"e16511f7-0299-43cf-a6c2-69ff85418a81\"], \"total_duration\": 253.0, \"total_sessions\": 5, \"mean_week_duration\": 1.86}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"75711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-06 14:55:52.000000+00:00\", \"2021-02-10 08:26:49.000000+00:00\", \"2021-11-02 00:31:46.000000+00:00\", \"2022-01-03 17:33:50.000000+00:00\", \"2020-08-30 00:09:54.000000+00:00\"], \"session_ids\": [\"e602f84b-1667-4416-8379-c46fe31ed0f3\", \"6f79c46f-dc6e-4d6b-bb26-475577555966\", \"13270c50-3cd4-41ff-8144-1369feafa403\", \"fc5da6c9-dbc9-4610-93ce-c7cb7aa1052e\", \"cf2cf0d7-5a96-47f1-839c-6d490b113cac\"], \"total_duration\": 3838.0, \"total_sessions\": 5, \"mean_week_duration\": 32.525}}, {\"26144\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-12-16 01:50:51.000000+00:00\", \"2019-05-12 18:50:18.000000+00:00\", \"2019-05-11 19:44:26.000000+00:00\", \"2019-07-13 23:30:30.000000+00:00\", \"2021-07-27 01:43:14.000000+00:00\"], \"session_ids\": [\"c224a0ba-5c82-461b-a88c-ae9bc931d5bb\", \"f49bd395-ff09-43a2-9284-6139a85b4679\", \"1c7d06b7-de31-48a8-a40a-9f13e81bd6fe\", \"2a084951-84f9-47b4-a974-c05d00a8b3f6\", \"e16511f7-0299-43cf-a6c2-69ff85418a81\"], \"total_duration\": 253.0, \"total_sessions\": 5, \"mean_week_duration\": 1.86}}]\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[{\"75711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-06 14:55:52.000000+00:00\", \"2021-02-10 08:26:49.000000+00:00\", \"2021-11-02 00:31:46.000000+00:00\", \"2022-01-03 17:33:50.000000+00:00\", \"2020-08-30 00:09:54.000000+00:00\"], \"session_ids\": [\"e602f84b-1667-4416-8379-c46fe31ed0f3\", \"6f79c46f-dc6e-4d6b-bb26-475577555966\", \"13270c50-3cd4-41ff-8144-1369feafa403\", \"fc5da6c9-dbc9-4610-93ce-c7cb7aa1052e\", \"cf2cf0d7-5a96-47f1-839c-6d490b113cac\"], \"total_duration\": 3838.0, \"total_sessions\": 5, \"mean_week_duration\": 32.525}}, {\"26144\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-12-16 01:50:51.000000+00:00\", \"2019-05-12 18:50:18.000000+00:00\", \"2019-05-11 19:44:26.000000+00:00\", \"2019-07-13 23:30:30.000000+00:00\", \"2021-07-27 01:43:14.000000+00:00\"], \"session_ids\": [\"c224a0ba-5c82-461b-a88c-ae9bc931d5bb\", \"f49bd395-ff09-43a2-9284-6139a85b4679\", \"1c7d06b7-de31-48a8-a40a-9f13e81bd6fe\", \"2a084951-84f9-47b4-a974-c05d00a8b3f6\", \"e16511f7-0299-43cf-a6c2-69ff85418a81\"], \"total_duration\": 253.0, \"total_sessions\": 5, \"mean_week_duration\": 1.86}}]\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 total_duration is strictly greater than 3098 and less than 1359 , and implement sorting by overall quantity of sessions asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50072\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-28 22:05:32.000000+00:00\", \"2021-04-25 18:39:40.000000+00:00\", \"2021-05-16 18:37:21.000000+00:00\", \"2022-06-22 15:36:15.000000+00:00\", \"2020-07-25 10:53:57.000000+00:00\", \"2021-09-03 13:09:45.000000+00:00\", \"2020-12-15 05:12:47.000000+00:00\", \"2020-07-03 00:30:43.000000+00:00\"], \"session_ids\": [\"52a26723-7189-4b08-819d-865e0d2523c2\", \"14d2ce85-f4f1-46e6-9c5d-c4306a54667b\", \"2a77e41e-0f48-4132-854a-2dc1e30604fd\", \"2ae9b0b5-0062-4b5a-a09f-5970c4efc5de\", \"b4dabb1b-bcfa-4ba7-a5cf-10900890e1be\", \"c3c5a801-9a5a-4f4b-bf1e-b22e73021c67\", \"2b010075-f749-494f-9d8e-f05f2ef143cc\", \"dd92fc3c-f628-47e4-bec9-5ad6d42ba6a5\"], \"total_duration\": 1497.0, \"total_sessions\": 8, \"mean_week_duration\": 12.372}, \"45931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-04 07:15:32.000000+00:00\", \"2019-10-18 22:21:00.000000+00:00\"], \"session_ids\": [\"4b108871-b13c-43bc-97a0-eed60cedfa2e\", \"f9ce89a7-5197-4a18-8615-0e095d5809dc\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 1.674}, \"59449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-01 10:12:28.000000+00:00\", \"2019-03-01 03:47:23.000000+00:00\", \"2023-03-16 11:57:19.000000+00:00\"], \"session_ids\": [\"e36f0b8b-beb3-4023-935c-59d9a2aa3fa0\", \"598f37d9-dec7-4def-baad-b3e759564253\", \"2856ef9f-fd24-467e-9ff0-c3951ec639e2\"], \"total_duration\": 594.0, \"total_sessions\": 3, \"mean_week_duration\": 2.7}, \"53998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-26 20:22:28.000000+00:00\", \"2023-05-07 03:23:50.000000+00:00\", \"2023-03-16 01:02:42.000000+00:00\"], \"session_ids\": [\"11350be6-9e27-47bb-a8a5-4a2b5eae9379\", \"2867dae7-a05a-4cd5-bc75-2800e211a5f2\", \"bd4cb284-fbdb-43e2-9d99-f1fdf34a29e0\"], \"total_duration\": 1027.0, \"total_sessions\": 3, \"mean_week_duration\": 7.551}, \"12007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-02-01 02:04:49.000000+00:00\", \"2022-03-27 11:16:24.000000+00:00\", \"2021-03-17 10:01:54.000000+00:00\"], \"session_ids\": [\"02323340-8fe3-4e94-b27f-ab10c1ec7051\", \"8e50502c-4053-450d-8d4f-56870baf7da6\", \"238d3ce4-ed73-4891-b479-cdb824cabb39\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 4.097}, \"74719\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-30 20:30:37.000000+00:00\", \"2020-05-22 09:03:17.000000+00:00\", \"2022-06-17 20:41:24.000000+00:00\", \"2023-02-11 10:03:07.000000+00:00\", \"2019-05-20 23:32:49.000000+00:00\"], \"session_ids\": [\"fe580b86-dd70-4ce5-9005-fdf8ebf8e274\", \"0aa40aea-2b6d-42ef-9eb9-a0b64b7fba21\", \"22af7354-8350-431c-b5ec-d1f274afcc5c\", \"33111fe5-3b0a-449c-9c70-5d770155a409\", \"fc7f7661-c18c-47b0-acb0-6ac1b6759e26\"], \"total_duration\": 1149.0, \"total_sessions\": 5, \"mean_week_duration\": 5.892}, \"23906\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-10 12:02:05.000000+00:00\", \"2021-12-17 03:46:16.000000+00:00\", \"2019-10-10 13:12:40.000000+00:00\", \"2021-04-24 03:21:58.000000+00:00\", \"2021-07-13 22:44:19.000000+00:00\", \"2021-10-03 15:24:50.000000+00:00\", \"2021-09-09 03:37:12.000000+00:00\"], \"session_ids\": [\"21d010a2-40be-4c25-b3cf-c312a9084cb8\", \"f919ff70-efbd-4e6d-9d08-f7d8693ce018\", \"ed4afbd3-2676-4288-b15e-11d7ca776cd0\", \"91150099-8d86-4c7b-af74-81bdc1079841\", \"68dd1f48-83bf-4def-9417-826e7893dfae\", \"f4146c7a-f1f3-4483-903a-e410075afced\", \"46d499e2-2eb9-419d-b168-9258115830dc\"], \"total_duration\": 3693.0, \"total_sessions\": 7, \"mean_week_duration\": 32.395}, \"70903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-20 05:24:38.000000+00:00\", \"2021-12-26 00:59:38.000000+00:00\"], \"session_ids\": [\"50180211-9711-4552-b4ce-0550de39ccec\", \"17de5d9b-df4b-44a3-a195-3ac6b81121b9\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 6.6}, \"74566\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-05-10 23:34:52.000000+00:00\", \"2019-12-28 12:21:06.000000+00:00\", \"2019-07-09 00:52:23.000000+00:00\", \"2020-07-10 23:17:37.000000+00:00\", \"2021-03-27 03:31:53.000000+00:00\"], \"session_ids\": [\"8e020492-79e3-41cd-933e-ef38f391f740\", \"de0b82e7-6399-4553-91d2-34237f2714af\", \"810a1a6b-0faa-4193-8acf-bc56811db6f9\", \"57545557-f0d4-4f55-97db-4b2d09ddd731\", \"c2c592e3-5397-4cf4-b123-5d2be1a32a15\"], \"total_duration\": 1885.0, \"total_sessions\": 5, \"mean_week_duration\": 20.944}, \"19210\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-08-07 07:07:19.000000+00:00\", \"2023-03-03 13:43:30.000000+00:00\", \"2022-02-24 08:37:04.000000+00:00\"], \"session_ids\": [\"4c575953-bf8e-4268-b104-c8f962d47961\", \"7b1b62bf-2b59-47b4-8989-d7b5bfb859fe\", \"cb7e9253-ede1-4c7f-9b5d-1e9d75bce70e\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.866}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 1359 and are greater than 3098"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[1359, 3098]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-04 07:15:32.000000+00:00\", \"2019-10-18 22:21:00.000000+00:00\"], \"session_ids\": [\"4b108871-b13c-43bc-97a0-eed60cedfa2e\", \"f9ce89a7-5197-4a18-8615-0e095d5809dc\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 1.674}, \"59449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-01 10:12:28.000000+00:00\", \"2019-03-01 03:47:23.000000+00:00\", \"2023-03-16 11:57:19.000000+00:00\"], \"session_ids\": [\"e36f0b8b-beb3-4023-935c-59d9a2aa3fa0\", \"598f37d9-dec7-4def-baad-b3e759564253\", \"2856ef9f-fd24-467e-9ff0-c3951ec639e2\"], \"total_duration\": 594.0, \"total_sessions\": 3, \"mean_week_duration\": 2.7}, \"53998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-26 20:22:28.000000+00:00\", \"2023-05-07 03:23:50.000000+00:00\", \"2023-03-16 01:02:42.000000+00:00\"], \"session_ids\": [\"11350be6-9e27-47bb-a8a5-4a2b5eae9379\", \"2867dae7-a05a-4cd5-bc75-2800e211a5f2\", \"bd4cb284-fbdb-43e2-9d99-f1fdf34a29e0\"], \"total_duration\": 1027.0, \"total_sessions\": 3, \"mean_week_duration\": 7.551}, \"12007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-02-01 02:04:49.000000+00:00\", \"2022-03-27 11:16:24.000000+00:00\", \"2021-03-17 10:01:54.000000+00:00\"], \"session_ids\": [\"02323340-8fe3-4e94-b27f-ab10c1ec7051\", \"8e50502c-4053-450d-8d4f-56870baf7da6\", \"238d3ce4-ed73-4891-b479-cdb824cabb39\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 4.097}, \"74719\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-30 20:30:37.000000+00:00\", \"2020-05-22 09:03:17.000000+00:00\", \"2022-06-17 20:41:24.000000+00:00\", \"2023-02-11 10:03:07.000000+00:00\", \"2019-05-20 23:32:49.000000+00:00\"], \"session_ids\": [\"fe580b86-dd70-4ce5-9005-fdf8ebf8e274\", \"0aa40aea-2b6d-42ef-9eb9-a0b64b7fba21\", \"22af7354-8350-431c-b5ec-d1f274afcc5c\", \"33111fe5-3b0a-449c-9c70-5d770155a409\", \"fc7f7661-c18c-47b0-acb0-6ac1b6759e26\"], \"total_duration\": 1149.0, \"total_sessions\": 5, \"mean_week_duration\": 5.892}, \"70903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-20 05:24:38.000000+00:00\", \"2021-12-26 00:59:38.000000+00:00\"], \"session_ids\": [\"50180211-9711-4552-b4ce-0550de39ccec\", \"17de5d9b-df4b-44a3-a195-3ac6b81121b9\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 6.6}, \"19210\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-08-07 07:07:19.000000+00:00\", \"2023-03-03 13:43:30.000000+00:00\", \"2022-02-24 08:37:04.000000+00:00\"], \"session_ids\": [\"4c575953-bf8e-4268-b104-c8f962d47961\", \"7b1b62bf-2b59-47b4-8989-d7b5bfb859fe\", \"cb7e9253-ede1-4c7f-9b5d-1e9d75bce70e\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.866}, \"23906\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-10 12:02:05.000000+00:00\", \"2021-12-17 03:46:16.000000+00:00\", \"2019-10-10 13:12:40.000000+00:00\", \"2021-04-24 03:21:58.000000+00:00\", \"2021-07-13 22:44:19.000000+00:00\", \"2021-10-03 15:24:50.000000+00:00\", \"2021-09-09 03:37:12.000000+00:00\"], \"session_ids\": [\"21d010a2-40be-4c25-b3cf-c312a9084cb8\", \"f919ff70-efbd-4e6d-9d08-f7d8693ce018\", \"ed4afbd3-2676-4288-b15e-11d7ca776cd0\", \"91150099-8d86-4c7b-af74-81bdc1079841\", \"68dd1f48-83bf-4def-9417-826e7893dfae\", \"f4146c7a-f1f3-4483-903a-e410075afced\", \"46d499e2-2eb9-419d-b168-9258115830dc\"], \"total_duration\": 3693.0, \"total_sessions\": 7, \"mean_week_duration\": 32.395}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-04 07:15:32.000000+00:00\", \"2019-10-18 22:21:00.000000+00:00\"], \"session_ids\": [\"4b108871-b13c-43bc-97a0-eed60cedfa2e\", \"f9ce89a7-5197-4a18-8615-0e095d5809dc\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 1.674}}, {\"70903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-20 05:24:38.000000+00:00\", \"2021-12-26 00:59:38.000000+00:00\"], \"session_ids\": [\"50180211-9711-4552-b4ce-0550de39ccec\", \"17de5d9b-df4b-44a3-a195-3ac6b81121b9\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 6.6}}, {\"59449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-01 10:12:28.000000+00:00\", \"2019-03-01 03:47:23.000000+00:00\", \"2023-03-16 11:57:19.000000+00:00\"], \"session_ids\": [\"e36f0b8b-beb3-4023-935c-59d9a2aa3fa0\", \"598f37d9-dec7-4def-baad-b3e759564253\", \"2856ef9f-fd24-467e-9ff0-c3951ec639e2\"], \"total_duration\": 594.0, \"total_sessions\": 3, \"mean_week_duration\": 2.7}}, {\"53998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-26 20:22:28.000000+00:00\", \"2023-05-07 03:23:50.000000+00:00\", \"2023-03-16 01:02:42.000000+00:00\"], \"session_ids\": [\"11350be6-9e27-47bb-a8a5-4a2b5eae9379\", \"2867dae7-a05a-4cd5-bc75-2800e211a5f2\", \"bd4cb284-fbdb-43e2-9d99-f1fdf34a29e0\"], \"total_duration\": 1027.0, \"total_sessions\": 3, \"mean_week_duration\": 7.551}}, {\"12007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-02-01 02:04:49.000000+00:00\", \"2022-03-27 11:16:24.000000+00:00\", \"2021-03-17 10:01:54.000000+00:00\"], \"session_ids\": [\"02323340-8fe3-4e94-b27f-ab10c1ec7051\", \"8e50502c-4053-450d-8d4f-56870baf7da6\", \"238d3ce4-ed73-4891-b479-cdb824cabb39\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 4.097}}, {\"19210\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-08-07 07:07:19.000000+00:00\", \"2023-03-03 13:43:30.000000+00:00\", \"2022-02-24 08:37:04.000000+00:00\"], \"session_ids\": [\"4c575953-bf8e-4268-b104-c8f962d47961\", \"7b1b62bf-2b59-47b4-8989-d7b5bfb859fe\", \"cb7e9253-ede1-4c7f-9b5d-1e9d75bce70e\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.866}}, {\"74719\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-30 20:30:37.000000+00:00\", \"2020-05-22 09:03:17.000000+00:00\", \"2022-06-17 20:41:24.000000+00:00\", \"2023-02-11 10:03:07.000000+00:00\", \"2019-05-20 23:32:49.000000+00:00\"], \"session_ids\": [\"fe580b86-dd70-4ce5-9005-fdf8ebf8e274\", \"0aa40aea-2b6d-42ef-9eb9-a0b64b7fba21\", \"22af7354-8350-431c-b5ec-d1f274afcc5c\", \"33111fe5-3b0a-449c-9c70-5d770155a409\", \"fc7f7661-c18c-47b0-acb0-6ac1b6759e26\"], \"total_duration\": 1149.0, \"total_sessions\": 5, \"mean_week_duration\": 5.892}}, {\"23906\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-10 12:02:05.000000+00:00\", \"2021-12-17 03:46:16.000000+00:00\", \"2019-10-10 13:12:40.000000+00:00\", \"2021-04-24 03:21:58.000000+00:00\", \"2021-07-13 22:44:19.000000+00:00\", \"2021-10-03 15:24:50.000000+00:00\", \"2021-09-09 03:37:12.000000+00:00\"], \"session_ids\": [\"21d010a2-40be-4c25-b3cf-c312a9084cb8\", \"f919ff70-efbd-4e6d-9d08-f7d8693ce018\", \"ed4afbd3-2676-4288-b15e-11d7ca776cd0\", \"91150099-8d86-4c7b-af74-81bdc1079841\", \"68dd1f48-83bf-4def-9417-826e7893dfae\", \"f4146c7a-f1f3-4483-903a-e410075afced\", \"46d499e2-2eb9-419d-b168-9258115830dc\"], \"total_duration\": 3693.0, \"total_sessions\": 7, \"mean_week_duration\": 32.395}}]\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[{\"45931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-04 07:15:32.000000+00:00\", \"2019-10-18 22:21:00.000000+00:00\"], \"session_ids\": [\"4b108871-b13c-43bc-97a0-eed60cedfa2e\", \"f9ce89a7-5197-4a18-8615-0e095d5809dc\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 1.674}}, {\"70903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-20 05:24:38.000000+00:00\", \"2021-12-26 00:59:38.000000+00:00\"], \"session_ids\": [\"50180211-9711-4552-b4ce-0550de39ccec\", \"17de5d9b-df4b-44a3-a195-3ac6b81121b9\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 6.6}}, {\"59449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-01 10:12:28.000000+00:00\", \"2019-03-01 03:47:23.000000+00:00\", \"2023-03-16 11:57:19.000000+00:00\"], \"session_ids\": [\"e36f0b8b-beb3-4023-935c-59d9a2aa3fa0\", \"598f37d9-dec7-4def-baad-b3e759564253\", \"2856ef9f-fd24-467e-9ff0-c3951ec639e2\"], \"total_duration\": 594.0, \"total_sessions\": 3, \"mean_week_duration\": 2.7}}, {\"53998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-26 20:22:28.000000+00:00\", \"2023-05-07 03:23:50.000000+00:00\", \"2023-03-16 01:02:42.000000+00:00\"], \"session_ids\": [\"11350be6-9e27-47bb-a8a5-4a2b5eae9379\", \"2867dae7-a05a-4cd5-bc75-2800e211a5f2\", \"bd4cb284-fbdb-43e2-9d99-f1fdf34a29e0\"], \"total_duration\": 1027.0, \"total_sessions\": 3, \"mean_week_duration\": 7.551}}, {\"12007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-02-01 02:04:49.000000+00:00\", \"2022-03-27 11:16:24.000000+00:00\", \"2021-03-17 10:01:54.000000+00:00\"], \"session_ids\": [\"02323340-8fe3-4e94-b27f-ab10c1ec7051\", \"8e50502c-4053-450d-8d4f-56870baf7da6\", \"238d3ce4-ed73-4891-b479-cdb824cabb39\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 4.097}}]\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[{\"45931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-04 07:15:32.000000+00:00\", \"2019-10-18 22:21:00.000000+00:00\"], \"session_ids\": [\"4b108871-b13c-43bc-97a0-eed60cedfa2e\", \"f9ce89a7-5197-4a18-8615-0e095d5809dc\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 1.674}}, {\"70903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-20 05:24:38.000000+00:00\", \"2021-12-26 00:59:38.000000+00:00\"], \"session_ids\": [\"50180211-9711-4552-b4ce-0550de39ccec\", \"17de5d9b-df4b-44a3-a195-3ac6b81121b9\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 6.6}}, {\"59449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-01 10:12:28.000000+00:00\", \"2019-03-01 03:47:23.000000+00:00\", \"2023-03-16 11:57:19.000000+00:00\"], \"session_ids\": [\"e36f0b8b-beb3-4023-935c-59d9a2aa3fa0\", \"598f37d9-dec7-4def-baad-b3e759564253\", \"2856ef9f-fd24-467e-9ff0-c3951ec639e2\"], \"total_duration\": 594.0, \"total_sessions\": 3, \"mean_week_duration\": 2.7}}, {\"53998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-26 20:22:28.000000+00:00\", \"2023-05-07 03:23:50.000000+00:00\", \"2023-03-16 01:02:42.000000+00:00\"], \"session_ids\": [\"11350be6-9e27-47bb-a8a5-4a2b5eae9379\", \"2867dae7-a05a-4cd5-bc75-2800e211a5f2\", \"bd4cb284-fbdb-43e2-9d99-f1fdf34a29e0\"], \"total_duration\": 1027.0, \"total_sessions\": 3, \"mean_week_duration\": 7.551}}, {\"12007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-02-01 02:04:49.000000+00:00\", \"2022-03-27 11:16:24.000000+00:00\", \"2021-03-17 10:01:54.000000+00:00\"], \"session_ids\": [\"02323340-8fe3-4e94-b27f-ab10c1ec7051\", \"8e50502c-4053-450d-8d4f-56870baf7da6\", \"238d3ce4-ed73-4891-b479-cdb824cabb39\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 4.097}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about user who doesn't belong to city Tokyo , moreover carry out sorting by name of the town descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-04 23:13:00.000000+00:00\", \"2020-07-31 21:07:55.000000+00:00\", \"2019-07-15 16:41:45.000000+00:00\"], \"session_ids\": [\"71da05c0-c523-4307-b423-f2798cbea530\", \"162ee92a-9c65-4f2b-8b31-9e49d3b88cb0\", \"acf46530-3748-408f-93a8-df577399ba12\"], \"total_duration\": 560.0, \"total_sessions\": 3, \"mean_week_duration\": 8.116}, \"98058\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-08-31 12:27:00.000000+00:00\", \"2022-08-16 17:30:11.000000+00:00\", \"2023-01-23 06:34:12.000000+00:00\", \"2020-10-02 22:03:19.000000+00:00\", \"2020-06-22 09:17:18.000000+00:00\", \"2020-09-15 11:19:22.000000+00:00\", \"2022-03-17 20:05:22.000000+00:00\"], \"session_ids\": [\"3ec32fae-a9a2-4760-bd30-e3e3b9b8a2a8\", \"12c7f9d7-d0c1-4748-ae54-4ced73adb089\", \"cd773858-186a-4e56-9b99-ff43c9a4cbb4\", \"de1c56f6-6d8f-4f17-9d4f-27897b8391ec\", \"6ae5097b-a747-43fa-ab05-549644229c7c\", \"b65dc3df-372b-4b39-9d0c-939a9ac7f6c3\", \"db94347c-9704-4390-bef3-5fba16efa3fd\"], \"total_duration\": 5269.0, \"total_sessions\": 7, \"mean_week_duration\": 39.03}, \"45571\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-30 16:42:38.000000+00:00\", \"2021-09-19 02:30:57.000000+00:00\"], \"session_ids\": [\"cc8a36f1-0652-4b4e-ae83-50173cccbb0f\", \"93abbcfb-5b8b-4e06-980e-bd661bb55dbd\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 23.0}, \"23272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-06 22:20:16.000000+00:00\", \"2023-01-31 01:01:06.000000+00:00\", \"2021-08-13 03:30:34.000000+00:00\", \"2023-06-23 03:34:05.000000+00:00\", \"2020-05-18 18:56:35.000000+00:00\", \"2021-03-02 20:37:00.000000+00:00\", \"2023-05-07 00:32:29.000000+00:00\", \"2019-11-02 15:47:20.000000+00:00\"], \"session_ids\": [\"bba1239b-f68f-448c-8245-ee1acf47acf6\", \"0641eae1-83c8-4b4a-a8c3-21c36a4500b8\", \"83c2d415-d6bb-4f30-91bf-d13ff6746e3c\", \"00b8e21b-81a0-4da0-82bc-d42486164e4f\", \"1af91455-101e-47b5-8bbf-288ea682424d\", \"6f411237-9f2d-4d6c-b111-b072b51a0742\", \"8e5f521f-cbf1-4598-af61-f764d3b6ccd8\", \"cbe20a42-166e-4651-8eaa-f0d24e1d1f35\"], \"total_duration\": 16652.0, \"total_sessions\": 8, \"mean_week_duration\": 87.642}, \"67422\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-08 05:00:47.000000+00:00\", \"2020-07-09 21:07:48.000000+00:00\"], \"session_ids\": [\"388bf850-0836-4ac3-b0f8-a9fe2eec86d9\", \"38a1223b-d168-4c59-8899-392fae2e982d\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 3.495}, \"59943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-31 13:23:42.000000+00:00\", \"2021-01-01 13:25:30.000000+00:00\"], \"session_ids\": [\"9e5677fd-aee3-4c40-b941-d40d3762d6c9\", \"06b80712-3fc8-414f-89f4-720fa516719d\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}, \"16259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-24 16:01:24.000000+00:00\", \"2021-08-23 18:39:31.000000+00:00\", \"2022-08-03 10:44:04.000000+00:00\"], \"session_ids\": [\"18edb6f3-f00e-4402-b7de-b810d091a588\", \"566cb96f-5a35-4a42-8e0a-6c2defbc98c1\", \"ea337f6c-25e8-4fb2-8b33-07b78fe8e2b5\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.688}, \"95500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-06 12:33:19.000000+00:00\", \"2020-08-31 23:09:13.000000+00:00\", \"2019-02-27 01:22:26.000000+00:00\", \"2022-07-14 06:38:31.000000+00:00\", \"2022-05-27 23:48:18.000000+00:00\", \"2019-07-22 15:05:22.000000+00:00\", \"2019-04-12 08:28:37.000000+00:00\", \"2022-09-12 06:23:19.000000+00:00\"], \"session_ids\": [\"f5927ade-6d7d-4c2e-b289-1e0e56d03f0e\", \"d48895dc-cedd-4526-a4af-a35a08c6767d\", \"bfe72232-a8f6-4721-ae71-6b6950de4ab4\", \"9472854d-fb1d-47f4-a19e-3ac98e30c452\", \"c470198e-db4f-4a63-90f2-b0a100508e58\", \"12277b3d-0d22-4ad2-86a3-3199de09cbd1\", \"bd44df03-2c2c-4847-a134-c99083751d26\", \"8f6c04c5-9ef7-4ce1-aecf-a5f0a87550fd\"], \"total_duration\": 1900.0, \"total_sessions\": 8, \"mean_week_duration\": 10.27}, \"71053\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-07-20 00:57:01.000000+00:00\", \"2019-03-17 13:53:30.000000+00:00\", \"2022-10-13 07:05:49.000000+00:00\", \"2020-03-23 18:55:11.000000+00:00\"], \"session_ids\": [\"4d625463-83a2-49f3-bd0c-2e745cc1d5f3\", \"e45bc8a7-d231-4b7e-aa3a-65573d21cd5a\", \"2fcf10ba-d8f0-4488-bfa9-eaf9675e132a\", \"936afc5a-0e43-4c33-8d28-ec3ba5cd11be\"], \"total_duration\": 462.0, \"total_sessions\": 4, \"mean_week_duration\": 2.471}, \"7567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-05-19 21:58:42.000000+00:00\", \"2021-02-12 08:21:13.000000+00:00\"], \"session_ids\": [\"f848f89f-fccb-4f52-9a36-d424145e633e\", \"f35ca5ef-49b7-4915-8f1c-49499249f3b2\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.576}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Tokyo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Tokyo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-04 23:13:00.000000+00:00\", \"2020-07-31 21:07:55.000000+00:00\", \"2019-07-15 16:41:45.000000+00:00\"], \"session_ids\": [\"71da05c0-c523-4307-b423-f2798cbea530\", \"162ee92a-9c65-4f2b-8b31-9e49d3b88cb0\", \"acf46530-3748-408f-93a8-df577399ba12\"], \"total_duration\": 560.0, \"total_sessions\": 3, \"mean_week_duration\": 8.116}, \"98058\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-08-31 12:27:00.000000+00:00\", \"2022-08-16 17:30:11.000000+00:00\", \"2023-01-23 06:34:12.000000+00:00\", \"2020-10-02 22:03:19.000000+00:00\", \"2020-06-22 09:17:18.000000+00:00\", \"2020-09-15 11:19:22.000000+00:00\", \"2022-03-17 20:05:22.000000+00:00\"], \"session_ids\": [\"3ec32fae-a9a2-4760-bd30-e3e3b9b8a2a8\", \"12c7f9d7-d0c1-4748-ae54-4ced73adb089\", \"cd773858-186a-4e56-9b99-ff43c9a4cbb4\", \"de1c56f6-6d8f-4f17-9d4f-27897b8391ec\", \"6ae5097b-a747-43fa-ab05-549644229c7c\", \"b65dc3df-372b-4b39-9d0c-939a9ac7f6c3\", \"db94347c-9704-4390-bef3-5fba16efa3fd\"], \"total_duration\": 5269.0, \"total_sessions\": 7, \"mean_week_duration\": 39.03}, \"45571\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-30 16:42:38.000000+00:00\", \"2021-09-19 02:30:57.000000+00:00\"], \"session_ids\": [\"cc8a36f1-0652-4b4e-ae83-50173cccbb0f\", \"93abbcfb-5b8b-4e06-980e-bd661bb55dbd\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 23.0}, \"23272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-06 22:20:16.000000+00:00\", \"2023-01-31 01:01:06.000000+00:00\", \"2021-08-13 03:30:34.000000+00:00\", \"2023-06-23 03:34:05.000000+00:00\", \"2020-05-18 18:56:35.000000+00:00\", \"2021-03-02 20:37:00.000000+00:00\", \"2023-05-07 00:32:29.000000+00:00\", \"2019-11-02 15:47:20.000000+00:00\"], \"session_ids\": [\"bba1239b-f68f-448c-8245-ee1acf47acf6\", \"0641eae1-83c8-4b4a-a8c3-21c36a4500b8\", \"83c2d415-d6bb-4f30-91bf-d13ff6746e3c\", \"00b8e21b-81a0-4da0-82bc-d42486164e4f\", \"1af91455-101e-47b5-8bbf-288ea682424d\", \"6f411237-9f2d-4d6c-b111-b072b51a0742\", \"8e5f521f-cbf1-4598-af61-f764d3b6ccd8\", \"cbe20a42-166e-4651-8eaa-f0d24e1d1f35\"], \"total_duration\": 16652.0, \"total_sessions\": 8, \"mean_week_duration\": 87.642}, \"67422\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-08 05:00:47.000000+00:00\", \"2020-07-09 21:07:48.000000+00:00\"], \"session_ids\": [\"388bf850-0836-4ac3-b0f8-a9fe2eec86d9\", \"38a1223b-d168-4c59-8899-392fae2e982d\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 3.495}, \"59943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-31 13:23:42.000000+00:00\", \"2021-01-01 13:25:30.000000+00:00\"], \"session_ids\": [\"9e5677fd-aee3-4c40-b941-d40d3762d6c9\", \"06b80712-3fc8-414f-89f4-720fa516719d\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}, \"16259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-24 16:01:24.000000+00:00\", \"2021-08-23 18:39:31.000000+00:00\", \"2022-08-03 10:44:04.000000+00:00\"], \"session_ids\": [\"18edb6f3-f00e-4402-b7de-b810d091a588\", \"566cb96f-5a35-4a42-8e0a-6c2defbc98c1\", \"ea337f6c-25e8-4fb2-8b33-07b78fe8e2b5\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.688}, \"95500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-06 12:33:19.000000+00:00\", \"2020-08-31 23:09:13.000000+00:00\", \"2019-02-27 01:22:26.000000+00:00\", \"2022-07-14 06:38:31.000000+00:00\", \"2022-05-27 23:48:18.000000+00:00\", \"2019-07-22 15:05:22.000000+00:00\", \"2019-04-12 08:28:37.000000+00:00\", \"2022-09-12 06:23:19.000000+00:00\"], \"session_ids\": [\"f5927ade-6d7d-4c2e-b289-1e0e56d03f0e\", \"d48895dc-cedd-4526-a4af-a35a08c6767d\", \"bfe72232-a8f6-4721-ae71-6b6950de4ab4\", \"9472854d-fb1d-47f4-a19e-3ac98e30c452\", \"c470198e-db4f-4a63-90f2-b0a100508e58\", \"12277b3d-0d22-4ad2-86a3-3199de09cbd1\", \"bd44df03-2c2c-4847-a134-c99083751d26\", \"8f6c04c5-9ef7-4ce1-aecf-a5f0a87550fd\"], \"total_duration\": 1900.0, \"total_sessions\": 8, \"mean_week_duration\": 10.27}, \"71053\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-07-20 00:57:01.000000+00:00\", \"2019-03-17 13:53:30.000000+00:00\", \"2022-10-13 07:05:49.000000+00:00\", \"2020-03-23 18:55:11.000000+00:00\"], \"session_ids\": [\"4d625463-83a2-49f3-bd0c-2e745cc1d5f3\", \"e45bc8a7-d231-4b7e-aa3a-65573d21cd5a\", \"2fcf10ba-d8f0-4488-bfa9-eaf9675e132a\", \"936afc5a-0e43-4c33-8d28-ec3ba5cd11be\"], \"total_duration\": 462.0, \"total_sessions\": 4, \"mean_week_duration\": 2.471}, \"7567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-05-19 21:58:42.000000+00:00\", \"2021-02-12 08:21:13.000000+00:00\"], \"session_ids\": [\"f848f89f-fccb-4f52-9a36-d424145e633e\", \"f35ca5ef-49b7-4915-8f1c-49499249f3b2\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.576}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-04 23:13:00.000000+00:00\", \"2020-07-31 21:07:55.000000+00:00\", \"2019-07-15 16:41:45.000000+00:00\"], \"session_ids\": [\"71da05c0-c523-4307-b423-f2798cbea530\", \"162ee92a-9c65-4f2b-8b31-9e49d3b88cb0\", \"acf46530-3748-408f-93a8-df577399ba12\"], \"total_duration\": 560.0, \"total_sessions\": 3, \"mean_week_duration\": 8.116}}, {\"23272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-06 22:20:16.000000+00:00\", \"2023-01-31 01:01:06.000000+00:00\", \"2021-08-13 03:30:34.000000+00:00\", \"2023-06-23 03:34:05.000000+00:00\", \"2020-05-18 18:56:35.000000+00:00\", \"2021-03-02 20:37:00.000000+00:00\", \"2023-05-07 00:32:29.000000+00:00\", \"2019-11-02 15:47:20.000000+00:00\"], \"session_ids\": [\"bba1239b-f68f-448c-8245-ee1acf47acf6\", \"0641eae1-83c8-4b4a-a8c3-21c36a4500b8\", \"83c2d415-d6bb-4f30-91bf-d13ff6746e3c\", \"00b8e21b-81a0-4da0-82bc-d42486164e4f\", \"1af91455-101e-47b5-8bbf-288ea682424d\", \"6f411237-9f2d-4d6c-b111-b072b51a0742\", \"8e5f521f-cbf1-4598-af61-f764d3b6ccd8\", \"cbe20a42-166e-4651-8eaa-f0d24e1d1f35\"], \"total_duration\": 16652.0, \"total_sessions\": 8, \"mean_week_duration\": 87.642}}, {\"59943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-31 13:23:42.000000+00:00\", \"2021-01-01 13:25:30.000000+00:00\"], \"session_ids\": [\"9e5677fd-aee3-4c40-b941-d40d3762d6c9\", \"06b80712-3fc8-414f-89f4-720fa516719d\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}}, {\"67422\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-08 05:00:47.000000+00:00\", \"2020-07-09 21:07:48.000000+00:00\"], \"session_ids\": [\"388bf850-0836-4ac3-b0f8-a9fe2eec86d9\", \"38a1223b-d168-4c59-8899-392fae2e982d\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 3.495}}, {\"16259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-24 16:01:24.000000+00:00\", \"2021-08-23 18:39:31.000000+00:00\", \"2022-08-03 10:44:04.000000+00:00\"], \"session_ids\": [\"18edb6f3-f00e-4402-b7de-b810d091a588\", \"566cb96f-5a35-4a42-8e0a-6c2defbc98c1\", \"ea337f6c-25e8-4fb2-8b33-07b78fe8e2b5\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.688}}, {\"95500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-06 12:33:19.000000+00:00\", \"2020-08-31 23:09:13.000000+00:00\", \"2019-02-27 01:22:26.000000+00:00\", \"2022-07-14 06:38:31.000000+00:00\", \"2022-05-27 23:48:18.000000+00:00\", \"2019-07-22 15:05:22.000000+00:00\", \"2019-04-12 08:28:37.000000+00:00\", \"2022-09-12 06:23:19.000000+00:00\"], \"session_ids\": [\"f5927ade-6d7d-4c2e-b289-1e0e56d03f0e\", \"d48895dc-cedd-4526-a4af-a35a08c6767d\", \"bfe72232-a8f6-4721-ae71-6b6950de4ab4\", \"9472854d-fb1d-47f4-a19e-3ac98e30c452\", \"c470198e-db4f-4a63-90f2-b0a100508e58\", \"12277b3d-0d22-4ad2-86a3-3199de09cbd1\", \"bd44df03-2c2c-4847-a134-c99083751d26\", \"8f6c04c5-9ef7-4ce1-aecf-a5f0a87550fd\"], \"total_duration\": 1900.0, \"total_sessions\": 8, \"mean_week_duration\": 10.27}}, {\"98058\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-08-31 12:27:00.000000+00:00\", \"2022-08-16 17:30:11.000000+00:00\", \"2023-01-23 06:34:12.000000+00:00\", \"2020-10-02 22:03:19.000000+00:00\", \"2020-06-22 09:17:18.000000+00:00\", \"2020-09-15 11:19:22.000000+00:00\", \"2022-03-17 20:05:22.000000+00:00\"], \"session_ids\": [\"3ec32fae-a9a2-4760-bd30-e3e3b9b8a2a8\", \"12c7f9d7-d0c1-4748-ae54-4ced73adb089\", \"cd773858-186a-4e56-9b99-ff43c9a4cbb4\", \"de1c56f6-6d8f-4f17-9d4f-27897b8391ec\", \"6ae5097b-a747-43fa-ab05-549644229c7c\", \"b65dc3df-372b-4b39-9d0c-939a9ac7f6c3\", \"db94347c-9704-4390-bef3-5fba16efa3fd\"], \"total_duration\": 5269.0, \"total_sessions\": 7, \"mean_week_duration\": 39.03}}, {\"7567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-05-19 21:58:42.000000+00:00\", \"2021-02-12 08:21:13.000000+00:00\"], \"session_ids\": [\"f848f89f-fccb-4f52-9a36-d424145e633e\", \"f35ca5ef-49b7-4915-8f1c-49499249f3b2\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.576}}, {\"45571\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-30 16:42:38.000000+00:00\", \"2021-09-19 02:30:57.000000+00:00\"], \"session_ids\": [\"cc8a36f1-0652-4b4e-ae83-50173cccbb0f\", \"93abbcfb-5b8b-4e06-980e-bd661bb55dbd\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 23.0}}, {\"71053\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-07-20 00:57:01.000000+00:00\", \"2019-03-17 13:53:30.000000+00:00\", \"2022-10-13 07:05:49.000000+00:00\", \"2020-03-23 18:55:11.000000+00:00\"], \"session_ids\": [\"4d625463-83a2-49f3-bd0c-2e745cc1d5f3\", \"e45bc8a7-d231-4b7e-aa3a-65573d21cd5a\", \"2fcf10ba-d8f0-4488-bfa9-eaf9675e132a\", \"936afc5a-0e43-4c33-8d28-ec3ba5cd11be\"], \"total_duration\": 462.0, \"total_sessions\": 4, \"mean_week_duration\": 2.471}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-04 23:13:00.000000+00:00\", \"2020-07-31 21:07:55.000000+00:00\", \"2019-07-15 16:41:45.000000+00:00\"], \"session_ids\": [\"71da05c0-c523-4307-b423-f2798cbea530\", \"162ee92a-9c65-4f2b-8b31-9e49d3b88cb0\", \"acf46530-3748-408f-93a8-df577399ba12\"], \"total_duration\": 560.0, \"total_sessions\": 3, \"mean_week_duration\": 8.116}}]\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[{\"42086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-04 23:13:00.000000+00:00\", \"2020-07-31 21:07:55.000000+00:00\", \"2019-07-15 16:41:45.000000+00:00\"], \"session_ids\": [\"71da05c0-c523-4307-b423-f2798cbea530\", \"162ee92a-9c65-4f2b-8b31-9e49d3b88cb0\", \"acf46530-3748-408f-93a8-df577399ba12\"], \"total_duration\": 560.0, \"total_sessions\": 3, \"mean_week_duration\": 8.116}}]\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 2 users who have mean of duration of sessions per week strictly smaller than AAA and in addition implement sorting by time spent on the site form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54287\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-09-20 06:55:11.000000+00:00\", \"2022-01-31 12:04:01.000000+00:00\", \"2021-12-11 02:40:53.000000+00:00\"], \"session_ids\": [\"614030f0-4522-45bb-8175-21e0dba863ae\", \"4364996a-9bf1-4a91-a577-327c22a373ad\", \"fc195298-515c-417e-88ef-87240e833abf\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 1.537}, \"67896\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-12-23 15:05:34.000000+00:00\", \"2022-05-11 14:24:26.000000+00:00\", \"2021-11-24 21:56:27.000000+00:00\", \"2021-05-30 08:30:18.000000+00:00\", \"2020-12-01 10:29:07.000000+00:00\", \"2020-09-14 14:17:00.000000+00:00\", \"2023-04-10 15:27:56.000000+00:00\"], \"session_ids\": [\"cf5ab23d-f6f1-439d-9b6a-36dd91167f22\", \"faadeb8d-884a-4bf0-b564-4de0f98e6e0d\", \"f607e901-e771-46f0-b0c0-7d835cf21be8\", \"f48e0f18-b295-4541-b4d2-0250ecca64f4\", \"7fcbe221-16fb-461a-bc49-eec29df941c7\", \"1b7e95ee-ab8d-4049-95b7-8a2aeecb0daf\", \"45c4e8a5-6897-4c62-8fb7-1c31391f83d3\"], \"total_duration\": 1681.0, \"total_sessions\": 7, \"mean_week_duration\": 9.773}, \"20367\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-09-06 04:07:01.000000+00:00\", \"2022-09-22 11:19:34.000000+00:00\"], \"session_ids\": [\"8fb2f3a0-24ea-41f6-b389-e3edd4352e14\", \"edfd6a17-3657-44ff-9f9c-5b89b4d58e92\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 31.333}, \"83420\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-20 19:40:42.000000+00:00\", \"2022-04-29 06:18:08.000000+00:00\", \"2021-03-03 18:18:54.000000+00:00\", \"2023-03-08 06:52:59.000000+00:00\", \"2022-03-15 04:52:48.000000+00:00\", \"2022-07-29 17:52:30.000000+00:00\"], \"session_ids\": [\"0242ff76-5f22-4696-ab3e-382cc543bdd9\", \"de2e2990-66ab-4853-87cd-a2df9c12756b\", \"4e64117e-66cb-44ce-8204-d42cf7c35d69\", \"960b72df-f9d3-46c2-b7d3-20825a45cb93\", \"30f35a98-d6ff-4eb4-bb6e-a3a125406d17\", \"b79373f3-3784-42d0-8eb0-f3a230da41d7\"], \"total_duration\": 106.0, \"total_sessions\": 6, \"mean_week_duration\": 1.01}, \"19149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-19 16:51:47.000000+00:00\", \"2022-11-22 13:32:39.000000+00:00\"], \"session_ids\": [\"477d6c40-ee8e-46e7-b136-cde6998b95f6\", \"ad9da750-cf30-4e94-bd71-2a1570b8f220\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 2.397}, \"92224\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-22 02:43:44.000000+00:00\", \"2019-08-19 05:32:30.000000+00:00\", \"2023-03-31 01:49:56.000000+00:00\", \"2022-04-03 22:28:07.000000+00:00\", \"2022-11-07 20:56:55.000000+00:00\", \"2022-02-16 21:55:01.000000+00:00\", \"2020-10-22 03:10:10.000000+00:00\"], \"session_ids\": [\"f6c472a3-bafa-42c6-888a-7ec1eb4fb8b1\", \"569acdc4-9d86-4aeb-90f4-f247067ffcfa\", \"3cdf9513-629b-4edb-9fc5-2b4f3d457408\", \"9439ee36-f11a-4f08-8d65-4d3ca9b58e81\", \"f40c9cd2-4964-4e44-9448-2ba2e819480d\", \"559f6923-efc6-4251-ac96-fc732b9c2962\", \"0a9a1df0-bbd9-4f4b-8b57-49d2f896207c\"], \"total_duration\": 10805.0, \"total_sessions\": 7, \"mean_week_duration\": 57.169}, \"85624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-03-13 00:45:02.000000+00:00\", \"2022-10-11 22:27:25.000000+00:00\", \"2019-04-02 03:13:30.000000+00:00\", \"2019-12-19 14:00:19.000000+00:00\", \"2022-06-11 14:51:32.000000+00:00\"], \"session_ids\": [\"6be98549-ae90-4588-9184-d532bc10df27\", \"79c2e152-a934-4d88-b3e5-38d85d215b8d\", \"59bbdbb0-2128-4d1a-8cb5-38ef4aa8c465\", \"89049285-469c-446d-adc1-3cced831fa3a\", \"4b69b2f1-e3bf-42e7-a099-bd790775da0e\"], \"total_duration\": 370.0, \"total_sessions\": 5, \"mean_week_duration\": 1.979}, \"6592\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-27 09:56:18.000000+00:00\", \"2019-07-01 19:53:56.000000+00:00\"], \"session_ids\": [\"24c51803-8717-4af3-811e-cade55e4fa9f\", \"f4ed1bad-5f2b-49af-ac52-f434e624918a\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.641}, \"42706\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-27 18:05:43.000000+00:00\", \"2022-05-02 03:19:22.000000+00:00\"], \"session_ids\": [\"62344b64-72ef-42b5-89bf-4c12af683451\", \"e20b3c77-a5c2-4205-b0e4-3b99bc77d5f8\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 3.076}, \"50981\": {\"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\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-14 14:26:29.000000+00:00\", \"2021-08-21 05:14:32.000000+00:00\", \"2020-01-29 22:22:29.000000+00:00\", \"2021-09-10 07:55:35.000000+00:00\", \"2022-07-11 11:50:02.000000+00:00\"], \"session_ids\": [\"ca8d0c8d-fc14-4daa-8e01-95bac488a897\", \"37735d6a-5ac1-4a80-8d0d-727c07fd0162\", \"53330027-8d79-4aa9-b511-12e2dfa0bf62\", \"543d417c-b3ec-4cce-b4f1-b9a6de263fd5\", \"fc029967-1cff-4441-aa57-2a0d952610d4\"], \"total_duration\": 180.0, \"total_sessions\": 5, \"mean_week_duration\": 1.071}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 43]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54287\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-09-20 06:55:11.000000+00:00\", \"2022-01-31 12:04:01.000000+00:00\", \"2021-12-11 02:40:53.000000+00:00\"], \"session_ids\": [\"614030f0-4522-45bb-8175-21e0dba863ae\", \"4364996a-9bf1-4a91-a577-327c22a373ad\", \"fc195298-515c-417e-88ef-87240e833abf\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 1.537}, \"83420\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-20 19:40:42.000000+00:00\", \"2022-04-29 06:18:08.000000+00:00\", \"2021-03-03 18:18:54.000000+00:00\", \"2023-03-08 06:52:59.000000+00:00\", \"2022-03-15 04:52:48.000000+00:00\", \"2022-07-29 17:52:30.000000+00:00\"], \"session_ids\": [\"0242ff76-5f22-4696-ab3e-382cc543bdd9\", \"de2e2990-66ab-4853-87cd-a2df9c12756b\", \"4e64117e-66cb-44ce-8204-d42cf7c35d69\", \"960b72df-f9d3-46c2-b7d3-20825a45cb93\", \"30f35a98-d6ff-4eb4-bb6e-a3a125406d17\", \"b79373f3-3784-42d0-8eb0-f3a230da41d7\"], \"total_duration\": 106.0, \"total_sessions\": 6, \"mean_week_duration\": 1.01}, \"19149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-19 16:51:47.000000+00:00\", \"2022-11-22 13:32:39.000000+00:00\"], \"session_ids\": [\"477d6c40-ee8e-46e7-b136-cde6998b95f6\", \"ad9da750-cf30-4e94-bd71-2a1570b8f220\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 2.397}, \"85624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-03-13 00:45:02.000000+00:00\", \"2022-10-11 22:27:25.000000+00:00\", \"2019-04-02 03:13:30.000000+00:00\", \"2019-12-19 14:00:19.000000+00:00\", \"2022-06-11 14:51:32.000000+00:00\"], \"session_ids\": [\"6be98549-ae90-4588-9184-d532bc10df27\", \"79c2e152-a934-4d88-b3e5-38d85d215b8d\", \"59bbdbb0-2128-4d1a-8cb5-38ef4aa8c465\", \"89049285-469c-446d-adc1-3cced831fa3a\", \"4b69b2f1-e3bf-42e7-a099-bd790775da0e\"], \"total_duration\": 370.0, \"total_sessions\": 5, \"mean_week_duration\": 1.979}, \"6592\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-27 09:56:18.000000+00:00\", \"2019-07-01 19:53:56.000000+00:00\"], \"session_ids\": [\"24c51803-8717-4af3-811e-cade55e4fa9f\", \"f4ed1bad-5f2b-49af-ac52-f434e624918a\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.641}, \"42706\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-27 18:05:43.000000+00:00\", \"2022-05-02 03:19:22.000000+00:00\"], \"session_ids\": [\"62344b64-72ef-42b5-89bf-4c12af683451\", \"e20b3c77-a5c2-4205-b0e4-3b99bc77d5f8\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 3.076}, \"50981\": {\"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\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-14 14:26:29.000000+00:00\", \"2021-08-21 05:14:32.000000+00:00\", \"2020-01-29 22:22:29.000000+00:00\", \"2021-09-10 07:55:35.000000+00:00\", \"2022-07-11 11:50:02.000000+00:00\"], \"session_ids\": [\"ca8d0c8d-fc14-4daa-8e01-95bac488a897\", \"37735d6a-5ac1-4a80-8d0d-727c07fd0162\", \"53330027-8d79-4aa9-b511-12e2dfa0bf62\", \"543d417c-b3ec-4cce-b4f1-b9a6de263fd5\", \"fc029967-1cff-4441-aa57-2a0d952610d4\"], \"total_duration\": 180.0, \"total_sessions\": 5, \"mean_week_duration\": 1.071}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by 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[{\"54287\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-09-20 06:55:11.000000+00:00\", \"2022-01-31 12:04:01.000000+00:00\", \"2021-12-11 02:40:53.000000+00:00\"], \"session_ids\": [\"614030f0-4522-45bb-8175-21e0dba863ae\", \"4364996a-9bf1-4a91-a577-327c22a373ad\", \"fc195298-515c-417e-88ef-87240e833abf\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 1.537}}, {\"6592\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-27 09:56:18.000000+00:00\", \"2019-07-01 19:53:56.000000+00:00\"], \"session_ids\": [\"24c51803-8717-4af3-811e-cade55e4fa9f\", \"f4ed1bad-5f2b-49af-ac52-f434e624918a\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.641}}, {\"83420\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-20 19:40:42.000000+00:00\", \"2022-04-29 06:18:08.000000+00:00\", \"2021-03-03 18:18:54.000000+00:00\", \"2023-03-08 06:52:59.000000+00:00\", \"2022-03-15 04:52:48.000000+00:00\", \"2022-07-29 17:52:30.000000+00:00\"], \"session_ids\": [\"0242ff76-5f22-4696-ab3e-382cc543bdd9\", \"de2e2990-66ab-4853-87cd-a2df9c12756b\", \"4e64117e-66cb-44ce-8204-d42cf7c35d69\", \"960b72df-f9d3-46c2-b7d3-20825a45cb93\", \"30f35a98-d6ff-4eb4-bb6e-a3a125406d17\", \"b79373f3-3784-42d0-8eb0-f3a230da41d7\"], \"total_duration\": 106.0, \"total_sessions\": 6, \"mean_week_duration\": 1.01}}, {\"50981\": {\"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\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-14 14:26:29.000000+00:00\", \"2021-08-21 05:14:32.000000+00:00\", \"2020-01-29 22:22:29.000000+00:00\", \"2021-09-10 07:55:35.000000+00:00\", \"2022-07-11 11:50:02.000000+00:00\"], \"session_ids\": [\"ca8d0c8d-fc14-4daa-8e01-95bac488a897\", \"37735d6a-5ac1-4a80-8d0d-727c07fd0162\", \"53330027-8d79-4aa9-b511-12e2dfa0bf62\", \"543d417c-b3ec-4cce-b4f1-b9a6de263fd5\", \"fc029967-1cff-4441-aa57-2a0d952610d4\"], \"total_duration\": 180.0, \"total_sessions\": 5, \"mean_week_duration\": 1.071}}, {\"85624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-03-13 00:45:02.000000+00:00\", \"2022-10-11 22:27:25.000000+00:00\", \"2019-04-02 03:13:30.000000+00:00\", \"2019-12-19 14:00:19.000000+00:00\", \"2022-06-11 14:51:32.000000+00:00\"], \"session_ids\": [\"6be98549-ae90-4588-9184-d532bc10df27\", \"79c2e152-a934-4d88-b3e5-38d85d215b8d\", \"59bbdbb0-2128-4d1a-8cb5-38ef4aa8c465\", \"89049285-469c-446d-adc1-3cced831fa3a\", \"4b69b2f1-e3bf-42e7-a099-bd790775da0e\"], \"total_duration\": 370.0, \"total_sessions\": 5, \"mean_week_duration\": 1.979}}, {\"19149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-19 16:51:47.000000+00:00\", \"2022-11-22 13:32:39.000000+00:00\"], \"session_ids\": [\"477d6c40-ee8e-46e7-b136-cde6998b95f6\", \"ad9da750-cf30-4e94-bd71-2a1570b8f220\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 2.397}}, {\"42706\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-27 18:05:43.000000+00:00\", \"2022-05-02 03:19:22.000000+00:00\"], \"session_ids\": [\"62344b64-72ef-42b5-89bf-4c12af683451\", \"e20b3c77-a5c2-4205-b0e4-3b99bc77d5f8\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 3.076}}]\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[{\"54287\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-09-20 06:55:11.000000+00:00\", \"2022-01-31 12:04:01.000000+00:00\", \"2021-12-11 02:40:53.000000+00:00\"], \"session_ids\": [\"614030f0-4522-45bb-8175-21e0dba863ae\", \"4364996a-9bf1-4a91-a577-327c22a373ad\", \"fc195298-515c-417e-88ef-87240e833abf\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 1.537}}, {\"6592\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-27 09:56:18.000000+00:00\", \"2019-07-01 19:53:56.000000+00:00\"], \"session_ids\": [\"24c51803-8717-4af3-811e-cade55e4fa9f\", \"f4ed1bad-5f2b-49af-ac52-f434e624918a\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.641}}]\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[{\"54287\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-09-20 06:55:11.000000+00:00\", \"2022-01-31 12:04:01.000000+00:00\", \"2021-12-11 02:40:53.000000+00:00\"], \"session_ids\": [\"614030f0-4522-45bb-8175-21e0dba863ae\", \"4364996a-9bf1-4a91-a577-327c22a373ad\", \"fc195298-515c-417e-88ef-87240e833abf\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 1.537}}, {\"6592\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-27 09:56:18.000000+00:00\", \"2019-07-01 19:53:56.000000+00:00\"], \"session_ids\": [\"24c51803-8717-4af3-811e-cade55e4fa9f\", \"f4ed1bad-5f2b-49af-ac52-f434e624918a\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.641}}]\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 users who are residents of cities Nairobi, Tokyo, Jakarta, Lisbon, Johannesburg, Tegucigalpa, Santiago , and implement sorting by total sessoins count in desc order , remain only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22343\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-26 11:16:56.000000+00:00\", \"2020-04-11 11:32:42.000000+00:00\", \"2021-10-17 17:53:44.000000+00:00\", \"2021-08-26 16:28:34.000000+00:00\", \"2023-05-23 23:44:27.000000+00:00\"], \"session_ids\": [\"b9ff737a-d1ef-4192-949f-40f98118f5ca\", \"302a5478-9184-4be4-bb5e-9f1b5040dfe7\", \"87d95b2f-4ce7-4162-b43d-a3be9f31ce19\", \"de1b5374-7bc1-41cc-a0e2-a75509d6c54f\", \"05c04f48-88cb-4715-bc0d-d66027b9b1d9\"], \"total_duration\": 39.0, \"total_sessions\": 5, \"mean_week_duration\": 0.239}, \"50504\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-04-02 13:39:38.000000+00:00\", \"2022-03-02 08:26:54.000000+00:00\"], \"session_ids\": [\"27ecbfb4-e4c5-425a-ac9f-ae8c76e47fb5\", \"5a6af919-dc1b-41df-87d4-b9f673f242a4\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.632}, \"67920\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-10-09 18:27:15.000000+00:00\", \"2019-10-22 23:51:16.000000+00:00\", \"2021-01-13 18:09:18.000000+00:00\"], \"session_ids\": [\"9b657e94-8f7b-4762-946a-b9537dac68c2\", \"0eef98b4-d301-4611-858f-49f78432144d\", \"ad4b64f3-d24e-4477-a43b-68917acae242\"], \"total_duration\": 391.0, \"total_sessions\": 3, \"mean_week_duration\": 5.924}, \"99837\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-02 20:35:39.000000+00:00\", \"2022-09-17 22:46:06.000000+00:00\", \"2022-05-18 13:15:07.000000+00:00\", \"2021-07-24 01:18:23.000000+00:00\"], \"session_ids\": [\"ea4a317d-ab9d-4d7d-93d9-0533d010f5ab\", \"b48458ad-ec11-48d5-804d-f4420091ae55\", \"af741b0f-7281-4d25-8a68-f1b646b4e64b\", \"e339068b-927e-4e6b-9cdb-5ea7cc084300\"], \"total_duration\": 440.0, \"total_sessions\": 4, \"mean_week_duration\": 2.839}, \"23705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-12-14 02:32:47.000000+00:00\", \"2022-10-14 06:06:23.000000+00:00\"], \"session_ids\": [\"c81164da-31ea-4fb5-80b3-3d76bd35453e\", \"e9cb869c-25a4-4ba3-be73-3de7ace7fa4b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.938}, \"36284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-08 10:00:50.000000+00:00\", \"2022-11-10 22:30:45.000000+00:00\"], \"session_ids\": [\"93bb1c05-e7ea-4798-9a4a-05c755a94444\", \"cec8c136-a4cd-498b-8cc5-43705ea4608b\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 17.261}, \"48634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-01-12 23:02:09.000000+00:00\", \"2022-08-18 09:21:09.000000+00:00\"], \"session_ids\": [\"862e57ab-9a43-4e41-a02b-4693d7147ebf\", \"d9e78edb-af22-471f-a178-896c1ab5e515\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.559}, \"15986\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-09 17:28:24.000000+00:00\", \"2022-10-12 08:55:33.000000+00:00\"], \"session_ids\": [\"3f761d8e-5bc6-4bf6-8719-c63d4dd166f2\", \"8e0442e5-6408-4828-9eab-08ed42aa6619\"], \"total_duration\": 257.0, \"total_sessions\": 2, \"mean_week_duration\": 4.509}, \"9957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 10, \"Edit User Message Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-05-28 18:47:51.000000+00:00\", \"2021-05-19 21:41:20.000000+00:00\"], \"session_ids\": [\"48c11e93-4f25-4e45-87ef-e75b1e3f70a5\", \"8b888945-3e93-49ac-babd-92b59483f84f\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 8.157}, \"18309\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-25 23:16:36.000000+00:00\", \"2022-06-21 19:53:17.000000+00:00\", \"2019-04-11 22:37:46.000000+00:00\", \"2021-06-28 15:23:52.000000+00:00\", \"2020-01-02 18:55:43.000000+00:00\", \"2021-07-03 08:11:04.000000+00:00\", \"2023-03-24 04:05:24.000000+00:00\"], \"session_ids\": [\"bc3e9741-ad36-4c69-b175-688bb81a3abb\", \"4a7c8f45-8a26-431a-baad-56a3288f40b5\", \"c72cb9f0-830e-41ba-a1f2-b1f27ed04644\", \"c971b721-8526-4b08-a16d-4a3e3a443a73\", \"cfa8a546-a416-4ad8-a8dd-b3aabd9a94bb\", \"10308978-e62f-478a-97a0-6fcb89c4e16a\", \"ad3ccb93-0d57-4346-9028-5b9e6be30a08\"], \"total_duration\": 11477.0, \"total_sessions\": 7, \"mean_week_duration\": 55.714}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Nairobi, Tokyo, Jakarta, Larebon, Johannesburg, Tegucigalpa, Santiago"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Nairobi\", \"Tokyo\", \"Jakarta\", \"Lisbon\", \"Johannesburg\", \"Tegucigalpa\", \"Santiago\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-12-14 02:32:47.000000+00:00\", \"2022-10-14 06:06:23.000000+00:00\"], \"session_ids\": [\"c81164da-31ea-4fb5-80b3-3d76bd35453e\", \"e9cb869c-25a4-4ba3-be73-3de7ace7fa4b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.938}, \"36284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-08 10:00:50.000000+00:00\", \"2022-11-10 22:30:45.000000+00:00\"], \"session_ids\": [\"93bb1c05-e7ea-4798-9a4a-05c755a94444\", \"cec8c136-a4cd-498b-8cc5-43705ea4608b\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 17.261}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-12-14 02:32:47.000000+00:00\", \"2022-10-14 06:06:23.000000+00:00\"], \"session_ids\": [\"c81164da-31ea-4fb5-80b3-3d76bd35453e\", \"e9cb869c-25a4-4ba3-be73-3de7ace7fa4b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.938}}, {\"36284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-08 10:00:50.000000+00:00\", \"2022-11-10 22:30:45.000000+00:00\"], \"session_ids\": [\"93bb1c05-e7ea-4798-9a4a-05c755a94444\", \"cec8c136-a4cd-498b-8cc5-43705ea4608b\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 17.261}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-12-14 02:32:47.000000+00:00\", \"2022-10-14 06:06:23.000000+00:00\"], \"session_ids\": [\"c81164da-31ea-4fb5-80b3-3d76bd35453e\", \"e9cb869c-25a4-4ba3-be73-3de7ace7fa4b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.938}}, {\"36284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-08 10:00:50.000000+00:00\", \"2022-11-10 22:30:45.000000+00:00\"], \"session_ids\": [\"93bb1c05-e7ea-4798-9a4a-05c755a94444\", \"cec8c136-a4cd-498b-8cc5-43705ea4608b\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 17.261}}]\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[{\"23705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-12-14 02:32:47.000000+00:00\", \"2022-10-14 06:06:23.000000+00:00\"], \"session_ids\": [\"c81164da-31ea-4fb5-80b3-3d76bd35453e\", \"e9cb869c-25a4-4ba3-be73-3de7ace7fa4b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.938}}, {\"36284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-08 10:00:50.000000+00:00\", \"2022-11-10 22:30:45.000000+00:00\"], \"session_ids\": [\"93bb1c05-e7ea-4798-9a4a-05c755a94444\", \"cec8c136-a4cd-498b-8cc5-43705ea4608b\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 17.261}}]\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 interested in learning about 5 users who aren't inhabitants of city Toronto in addition put to use sorting by urban center name from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-11 04:25:04.000000+00:00\", \"2022-02-18 08:06:13.000000+00:00\", \"2022-09-15 19:06:49.000000+00:00\", \"2020-04-18 20:04:31.000000+00:00\"], \"session_ids\": [\"cde9b2ef-cbf5-4654-9491-31130e28e7dd\", \"7f883e4b-080d-4a82-91e9-c25532056143\", \"b77a5825-2135-4cb0-9a53-3f7bcb7d9779\", \"027195ab-12fe-431c-809a-82f95b345827\"], \"total_duration\": 305.0, \"total_sessions\": 4, \"mean_week_duration\": 2.133}, \"59667\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-12 00:05:49.000000+00:00\", \"2019-07-05 17:55:45.000000+00:00\", \"2022-02-15 10:17:01.000000+00:00\", \"2023-04-11 16:06:06.000000+00:00\", \"2020-06-06 22:34:13.000000+00:00\", \"2020-07-23 21:30:33.000000+00:00\"], \"session_ids\": [\"2880d61a-df2b-453e-ac0b-82acb2f63941\", \"fa3acfc3-76da-4a8f-8798-79c6860efa20\", \"9d09dbc0-081d-45bb-88f9-a2695d6dccb3\", \"6f2c91f0-d56c-4a3d-a613-219b5639e946\", \"0c17ddc8-bd6a-4c1c-8a9a-e6b60d178f2a\", \"92b4210a-6227-4371-973e-c9139fcb8129\"], \"total_duration\": 4517.0, \"total_sessions\": 6, \"mean_week_duration\": 22.929}, \"55286\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-10-12 18:36:37.000000+00:00\", \"2023-01-08 20:52:42.000000+00:00\"], \"session_ids\": [\"3957ce69-2685-4f1a-9d55-c7490bac8e59\", \"68477d21-dbe3-48db-87ef-8fc556253bc4\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}, \"92823\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-06 13:49:25.000000+00:00\", \"2021-08-13 03:43:23.000000+00:00\"], \"session_ids\": [\"d26d2551-4aa2-499f-ad39-c09069b0a060\", \"d18b66fc-f719-49f4-97ba-fbc8dcc9dfed\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.376}, \"59878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-17 19:54:18.000000+00:00\", \"2022-11-25 01:56:04.000000+00:00\"], \"session_ids\": [\"04568215-8138-495b-89f8-1290aa07a1bb\", \"117922ab-6c47-4d19-8a44-2dba5d28ce2f\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.275}, \"4880\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-27 20:32:48.000000+00:00\", \"2019-01-12 00:31:27.000000+00:00\", \"2022-12-12 15:58:32.000000+00:00\"], \"session_ids\": [\"ea2e5d26-d36e-4fd0-802b-715b0fbf0c47\", \"feb72108-4e8b-43bb-9f67-f4817d3dc30a\", \"e58532ef-a705-4edb-8f6b-70e674553f34\"], \"total_duration\": 103.0, \"total_sessions\": 3, \"mean_week_duration\": 0.502}, \"88614\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-25 19:10:44.000000+00:00\", \"2019-03-17 14:25:27.000000+00:00\"], \"session_ids\": [\"5e1fe6f9-a969-4b45-8e71-fbdd5061075d\", \"865d33f3-8036-4fe8-a181-9cea2bd8c321\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 9.189}, \"93802\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-12 12:46:01.000000+00:00\", \"2023-06-15 21:37:02.000000+00:00\"], \"session_ids\": [\"ba2e3758-13aa-4a08-b764-4574fb1cd4cb\", \"f94bcba9-bed6-4a6b-9bfc-ab8ad16f7bd4\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.505}, \"29237\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-04-19 09:50:29.000000+00:00\", \"2022-09-19 07:32:41.000000+00:00\", \"2023-02-14 19:06:56.000000+00:00\"], \"session_ids\": [\"66355cb1-770f-4d18-bff3-98b338c999db\", \"3fa1f2da-f6b7-4912-8272-cd01b55cb95a\", \"fddf23d6-95fb-4c87-ae9d-f73b808f4091\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.425}, \"83378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-26 04:42:28.000000+00:00\", \"2021-09-04 22:56:49.000000+00:00\", \"2019-05-19 00:04:24.000000+00:00\"], \"session_ids\": [\"1bdda0f7-1c6c-4af8-b232-980b9430b7b8\", \"e3231265-161f-4245-adaf-6a97eb2de0f2\", \"d198969d-3956-40be-96bb-2dbc3f62c350\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 2.134}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Toronto"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-11 04:25:04.000000+00:00\", \"2022-02-18 08:06:13.000000+00:00\", \"2022-09-15 19:06:49.000000+00:00\", \"2020-04-18 20:04:31.000000+00:00\"], \"session_ids\": [\"cde9b2ef-cbf5-4654-9491-31130e28e7dd\", \"7f883e4b-080d-4a82-91e9-c25532056143\", \"b77a5825-2135-4cb0-9a53-3f7bcb7d9779\", \"027195ab-12fe-431c-809a-82f95b345827\"], \"total_duration\": 305.0, \"total_sessions\": 4, \"mean_week_duration\": 2.133}, \"59667\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-12 00:05:49.000000+00:00\", \"2019-07-05 17:55:45.000000+00:00\", \"2022-02-15 10:17:01.000000+00:00\", \"2023-04-11 16:06:06.000000+00:00\", \"2020-06-06 22:34:13.000000+00:00\", \"2020-07-23 21:30:33.000000+00:00\"], \"session_ids\": [\"2880d61a-df2b-453e-ac0b-82acb2f63941\", \"fa3acfc3-76da-4a8f-8798-79c6860efa20\", \"9d09dbc0-081d-45bb-88f9-a2695d6dccb3\", \"6f2c91f0-d56c-4a3d-a613-219b5639e946\", \"0c17ddc8-bd6a-4c1c-8a9a-e6b60d178f2a\", \"92b4210a-6227-4371-973e-c9139fcb8129\"], \"total_duration\": 4517.0, \"total_sessions\": 6, \"mean_week_duration\": 22.929}, \"55286\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-10-12 18:36:37.000000+00:00\", \"2023-01-08 20:52:42.000000+00:00\"], \"session_ids\": [\"3957ce69-2685-4f1a-9d55-c7490bac8e59\", \"68477d21-dbe3-48db-87ef-8fc556253bc4\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}, \"92823\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-06 13:49:25.000000+00:00\", \"2021-08-13 03:43:23.000000+00:00\"], \"session_ids\": [\"d26d2551-4aa2-499f-ad39-c09069b0a060\", \"d18b66fc-f719-49f4-97ba-fbc8dcc9dfed\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.376}, \"59878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-17 19:54:18.000000+00:00\", \"2022-11-25 01:56:04.000000+00:00\"], \"session_ids\": [\"04568215-8138-495b-89f8-1290aa07a1bb\", \"117922ab-6c47-4d19-8a44-2dba5d28ce2f\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.275}, \"4880\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-27 20:32:48.000000+00:00\", \"2019-01-12 00:31:27.000000+00:00\", \"2022-12-12 15:58:32.000000+00:00\"], \"session_ids\": [\"ea2e5d26-d36e-4fd0-802b-715b0fbf0c47\", \"feb72108-4e8b-43bb-9f67-f4817d3dc30a\", \"e58532ef-a705-4edb-8f6b-70e674553f34\"], \"total_duration\": 103.0, \"total_sessions\": 3, \"mean_week_duration\": 0.502}, \"88614\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-25 19:10:44.000000+00:00\", \"2019-03-17 14:25:27.000000+00:00\"], \"session_ids\": [\"5e1fe6f9-a969-4b45-8e71-fbdd5061075d\", \"865d33f3-8036-4fe8-a181-9cea2bd8c321\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 9.189}, \"93802\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-12 12:46:01.000000+00:00\", \"2023-06-15 21:37:02.000000+00:00\"], \"session_ids\": [\"ba2e3758-13aa-4a08-b764-4574fb1cd4cb\", \"f94bcba9-bed6-4a6b-9bfc-ab8ad16f7bd4\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.505}, \"29237\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-04-19 09:50:29.000000+00:00\", \"2022-09-19 07:32:41.000000+00:00\", \"2023-02-14 19:06:56.000000+00:00\"], \"session_ids\": [\"66355cb1-770f-4d18-bff3-98b338c999db\", \"3fa1f2da-f6b7-4912-8272-cd01b55cb95a\", \"fddf23d6-95fb-4c87-ae9d-f73b808f4091\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.425}, \"83378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-26 04:42:28.000000+00:00\", \"2021-09-04 22:56:49.000000+00:00\", \"2019-05-19 00:04:24.000000+00:00\"], \"session_ids\": [\"1bdda0f7-1c6c-4af8-b232-980b9430b7b8\", \"e3231265-161f-4245-adaf-6a97eb2de0f2\", \"d198969d-3956-40be-96bb-2dbc3f62c350\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 2.134}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"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[{\"29237\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-04-19 09:50:29.000000+00:00\", \"2022-09-19 07:32:41.000000+00:00\", \"2023-02-14 19:06:56.000000+00:00\"], \"session_ids\": [\"66355cb1-770f-4d18-bff3-98b338c999db\", \"3fa1f2da-f6b7-4912-8272-cd01b55cb95a\", \"fddf23d6-95fb-4c87-ae9d-f73b808f4091\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.425}}, {\"83378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-26 04:42:28.000000+00:00\", \"2021-09-04 22:56:49.000000+00:00\", \"2019-05-19 00:04:24.000000+00:00\"], \"session_ids\": [\"1bdda0f7-1c6c-4af8-b232-980b9430b7b8\", \"e3231265-161f-4245-adaf-6a97eb2de0f2\", \"d198969d-3956-40be-96bb-2dbc3f62c350\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 2.134}}, {\"93802\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-12 12:46:01.000000+00:00\", \"2023-06-15 21:37:02.000000+00:00\"], \"session_ids\": [\"ba2e3758-13aa-4a08-b764-4574fb1cd4cb\", \"f94bcba9-bed6-4a6b-9bfc-ab8ad16f7bd4\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.505}}, {\"55286\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-10-12 18:36:37.000000+00:00\", \"2023-01-08 20:52:42.000000+00:00\"], \"session_ids\": [\"3957ce69-2685-4f1a-9d55-c7490bac8e59\", \"68477d21-dbe3-48db-87ef-8fc556253bc4\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}}, {\"59667\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-12 00:05:49.000000+00:00\", \"2019-07-05 17:55:45.000000+00:00\", \"2022-02-15 10:17:01.000000+00:00\", \"2023-04-11 16:06:06.000000+00:00\", \"2020-06-06 22:34:13.000000+00:00\", \"2020-07-23 21:30:33.000000+00:00\"], \"session_ids\": [\"2880d61a-df2b-453e-ac0b-82acb2f63941\", \"fa3acfc3-76da-4a8f-8798-79c6860efa20\", \"9d09dbc0-081d-45bb-88f9-a2695d6dccb3\", \"6f2c91f0-d56c-4a3d-a613-219b5639e946\", \"0c17ddc8-bd6a-4c1c-8a9a-e6b60d178f2a\", \"92b4210a-6227-4371-973e-c9139fcb8129\"], \"total_duration\": 4517.0, \"total_sessions\": 6, \"mean_week_duration\": 22.929}}, {\"88614\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-25 19:10:44.000000+00:00\", \"2019-03-17 14:25:27.000000+00:00\"], \"session_ids\": [\"5e1fe6f9-a969-4b45-8e71-fbdd5061075d\", \"865d33f3-8036-4fe8-a181-9cea2bd8c321\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 9.189}}, {\"92823\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-06 13:49:25.000000+00:00\", \"2021-08-13 03:43:23.000000+00:00\"], \"session_ids\": [\"d26d2551-4aa2-499f-ad39-c09069b0a060\", \"d18b66fc-f719-49f4-97ba-fbc8dcc9dfed\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.376}}, {\"4880\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-27 20:32:48.000000+00:00\", \"2019-01-12 00:31:27.000000+00:00\", \"2022-12-12 15:58:32.000000+00:00\"], \"session_ids\": [\"ea2e5d26-d36e-4fd0-802b-715b0fbf0c47\", \"feb72108-4e8b-43bb-9f67-f4817d3dc30a\", \"e58532ef-a705-4edb-8f6b-70e674553f34\"], \"total_duration\": 103.0, \"total_sessions\": 3, \"mean_week_duration\": 0.502}}, {\"24099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-11 04:25:04.000000+00:00\", \"2022-02-18 08:06:13.000000+00:00\", \"2022-09-15 19:06:49.000000+00:00\", \"2020-04-18 20:04:31.000000+00:00\"], \"session_ids\": [\"cde9b2ef-cbf5-4654-9491-31130e28e7dd\", \"7f883e4b-080d-4a82-91e9-c25532056143\", \"b77a5825-2135-4cb0-9a53-3f7bcb7d9779\", \"027195ab-12fe-431c-809a-82f95b345827\"], \"total_duration\": 305.0, \"total_sessions\": 4, \"mean_week_duration\": 2.133}}, {\"59878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-17 19:54:18.000000+00:00\", \"2022-11-25 01:56:04.000000+00:00\"], \"session_ids\": [\"04568215-8138-495b-89f8-1290aa07a1bb\", \"117922ab-6c47-4d19-8a44-2dba5d28ce2f\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.275}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29237\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-04-19 09:50:29.000000+00:00\", \"2022-09-19 07:32:41.000000+00:00\", \"2023-02-14 19:06:56.000000+00:00\"], \"session_ids\": [\"66355cb1-770f-4d18-bff3-98b338c999db\", \"3fa1f2da-f6b7-4912-8272-cd01b55cb95a\", \"fddf23d6-95fb-4c87-ae9d-f73b808f4091\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.425}}, {\"83378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-26 04:42:28.000000+00:00\", \"2021-09-04 22:56:49.000000+00:00\", \"2019-05-19 00:04:24.000000+00:00\"], \"session_ids\": [\"1bdda0f7-1c6c-4af8-b232-980b9430b7b8\", \"e3231265-161f-4245-adaf-6a97eb2de0f2\", \"d198969d-3956-40be-96bb-2dbc3f62c350\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 2.134}}, {\"93802\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-12 12:46:01.000000+00:00\", \"2023-06-15 21:37:02.000000+00:00\"], \"session_ids\": [\"ba2e3758-13aa-4a08-b764-4574fb1cd4cb\", \"f94bcba9-bed6-4a6b-9bfc-ab8ad16f7bd4\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.505}}, {\"55286\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-10-12 18:36:37.000000+00:00\", \"2023-01-08 20:52:42.000000+00:00\"], \"session_ids\": [\"3957ce69-2685-4f1a-9d55-c7490bac8e59\", \"68477d21-dbe3-48db-87ef-8fc556253bc4\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}}, {\"59667\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-12 00:05:49.000000+00:00\", \"2019-07-05 17:55:45.000000+00:00\", \"2022-02-15 10:17:01.000000+00:00\", \"2023-04-11 16:06:06.000000+00:00\", \"2020-06-06 22:34:13.000000+00:00\", \"2020-07-23 21:30:33.000000+00:00\"], \"session_ids\": [\"2880d61a-df2b-453e-ac0b-82acb2f63941\", \"fa3acfc3-76da-4a8f-8798-79c6860efa20\", \"9d09dbc0-081d-45bb-88f9-a2695d6dccb3\", \"6f2c91f0-d56c-4a3d-a613-219b5639e946\", \"0c17ddc8-bd6a-4c1c-8a9a-e6b60d178f2a\", \"92b4210a-6227-4371-973e-c9139fcb8129\"], \"total_duration\": 4517.0, \"total_sessions\": 6, \"mean_week_duration\": 22.929}}]\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[{\"29237\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-04-19 09:50:29.000000+00:00\", \"2022-09-19 07:32:41.000000+00:00\", \"2023-02-14 19:06:56.000000+00:00\"], \"session_ids\": [\"66355cb1-770f-4d18-bff3-98b338c999db\", \"3fa1f2da-f6b7-4912-8272-cd01b55cb95a\", \"fddf23d6-95fb-4c87-ae9d-f73b808f4091\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.425}}, {\"83378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-26 04:42:28.000000+00:00\", \"2021-09-04 22:56:49.000000+00:00\", \"2019-05-19 00:04:24.000000+00:00\"], \"session_ids\": [\"1bdda0f7-1c6c-4af8-b232-980b9430b7b8\", \"e3231265-161f-4245-adaf-6a97eb2de0f2\", \"d198969d-3956-40be-96bb-2dbc3f62c350\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 2.134}}, {\"93802\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-12 12:46:01.000000+00:00\", \"2023-06-15 21:37:02.000000+00:00\"], \"session_ids\": [\"ba2e3758-13aa-4a08-b764-4574fb1cd4cb\", \"f94bcba9-bed6-4a6b-9bfc-ab8ad16f7bd4\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.505}}, {\"55286\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-10-12 18:36:37.000000+00:00\", \"2023-01-08 20:52:42.000000+00:00\"], \"session_ids\": [\"3957ce69-2685-4f1a-9d55-c7490bac8e59\", \"68477d21-dbe3-48db-87ef-8fc556253bc4\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}}, {\"59667\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-12 00:05:49.000000+00:00\", \"2019-07-05 17:55:45.000000+00:00\", \"2022-02-15 10:17:01.000000+00:00\", \"2023-04-11 16:06:06.000000+00:00\", \"2020-06-06 22:34:13.000000+00:00\", \"2020-07-23 21:30:33.000000+00:00\"], \"session_ids\": [\"2880d61a-df2b-453e-ac0b-82acb2f63941\", \"fa3acfc3-76da-4a8f-8798-79c6860efa20\", \"9d09dbc0-081d-45bb-88f9-a2695d6dccb3\", \"6f2c91f0-d56c-4a3d-a613-219b5639e946\", \"0c17ddc8-bd6a-4c1c-8a9a-e6b60d178f2a\", \"92b4210a-6227-4371-973e-c9139fcb8129\"], \"total_duration\": 4517.0, \"total_sessions\": 6, \"mean_week_duration\": 22.929}}]\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 with a aver of time using the app per week that is higher than 7, exclusive num 7 also implement sorting by town center name asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20462\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-02-20 09:49:27.000000+00:00\", \"2023-04-29 01:29:29.000000+00:00\", \"2022-11-04 02:27:41.000000+00:00\", \"2020-03-28 08:16:57.000000+00:00\", \"2021-07-28 16:14:43.000000+00:00\", \"2021-03-04 12:05:37.000000+00:00\", \"2019-07-29 13:32:50.000000+00:00\", \"2020-02-20 03:48:20.000000+00:00\"], \"session_ids\": [\"3daf8ffc-7326-4d48-8586-a648a1dbc344\", \"bbb7d565-3441-4e2f-99bb-c7185053661b\", \"bfb2b7b5-80ea-4521-93bd-f6f201b48616\", \"89e6e60d-2b0b-4303-8e2f-0b5d0a96d881\", \"82de4670-5781-4452-abb7-fbb5f6270f46\", \"caabbde9-e0eb-4363-873b-f8f8da9f8050\", \"4a3719f7-61f0-4ff5-8527-48eaaaf1ff0a\", \"9ba3237c-e2ca-4887-b615-17f466c2271e\"], \"total_duration\": 2136.0, \"total_sessions\": 8, \"mean_week_duration\": 10.898}, \"80205\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-16 12:26:21.000000+00:00\", \"2020-08-17 11:49:59.000000+00:00\"], \"session_ids\": [\"6b0935c8-495b-4ffd-9f2b-21e114d354f7\", \"314f367a-7093-40ac-b30e-9c086939465a\"], \"total_duration\": 207.0, \"total_sessions\": 2, \"mean_week_duration\": 3.393}, \"57165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-31 23:26:44.000000+00:00\", \"2020-10-28 10:47:41.000000+00:00\", \"2020-09-06 04:02:11.000000+00:00\", \"2021-05-15 11:25:42.000000+00:00\", \"2021-02-01 08:33:19.000000+00:00\"], \"session_ids\": [\"a83e7279-3c50-4358-8c36-39c17026f361\", \"820009d3-7231-4b40-a1f7-851b7b4c4eb2\", \"1438f004-1862-40bc-817c-df31c1b50258\", \"3bfb4f8a-6092-470a-9fe5-182877dace1b\", \"d3382ff6-6e99-4018-a22c-c5b63a5685f6\"], \"total_duration\": 441.0, \"total_sessions\": 5, \"mean_week_duration\": 12.25}, \"89224\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-04-17 22:31:58.000000+00:00\", \"2022-11-16 08:01:05.000000+00:00\"], \"session_ids\": [\"644fc40b-6e1d-44d5-b0f9-923a0984e79d\", \"358d4e8d-8af1-4f49-b335-d31925fddad8\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 2.455}, \"77491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-30 14:47:50.000000+00:00\", \"2022-05-04 00:36:24.000000+00:00\", \"2021-09-04 18:51:05.000000+00:00\"], \"session_ids\": [\"bd8d8e0c-7e7f-4645-b74b-a53c8da7cb06\", \"301c236e-b9ed-4370-b197-6ab98b928eae\", \"8b9321a6-631f-4402-b33d-37f05aba9833\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.268}, \"16753\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-06-20 05:12:17.000000+00:00\", \"2022-04-21 04:47:32.000000+00:00\", \"2020-12-28 00:22:28.000000+00:00\", \"2019-06-11 23:58:56.000000+00:00\", \"2022-08-18 15:15:16.000000+00:00\"], \"session_ids\": [\"c6e82a17-39e9-4e36-bc46-1944078849dc\", \"ffb1c306-3ed9-43a8-be75-8049a83003c0\", \"1a014b6f-89d5-4dd7-ad29-1229805aa537\", \"f4bad47a-a360-42e6-bc02-17abbec421c2\", \"ac9cb18d-42a1-4ff1-9069-6d6cf81aec8d\"], \"total_duration\": 1117.0, \"total_sessions\": 5, \"mean_week_duration\": 6.689}, \"83972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-05 08:59:21.000000+00:00\", \"2021-07-06 05:34:03.000000+00:00\", \"2022-02-09 23:12:58.000000+00:00\", \"2022-08-20 18:46:54.000000+00:00\", \"2021-06-24 18:16:54.000000+00:00\", \"2021-10-27 19:00:25.000000+00:00\"], \"session_ids\": [\"90ce3aa2-3409-49d2-ba0c-3bebe14d41ec\", \"246efaa0-fb86-4f40-8a80-82537bdbbfd8\", \"cbbca7b8-148e-4c9f-bf77-76688b945901\", \"ddf15e4d-2a19-4fb5-a2f0-a7bbafe3d5f5\", \"0a9bdc02-8ade-4c4f-9079-01147c99af74\", \"cc817bc2-0620-4b93-bccf-1aeed4592df4\"], \"total_duration\": 4252.0, \"total_sessions\": 6, \"mean_week_duration\": 67.492}, \"88233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-17 01:01:42.000000+00:00\", \"2022-01-27 12:53:08.000000+00:00\"], \"session_ids\": [\"d73a205e-2dcb-4b5d-a002-f7a3de1781b3\", \"15b829bc-538b-4338-8d10-5fe9bb9d770d\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 2.85}, \"99965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-24 21:29:34.000000+00:00\", \"2021-11-30 23:17:20.000000+00:00\", \"2020-04-10 09:39:28.000000+00:00\", \"2020-02-03 03:00:11.000000+00:00\", \"2022-01-14 16:44:09.000000+00:00\", \"2021-03-02 09:59:06.000000+00:00\"], \"session_ids\": [\"cacf8f37-a01d-4ca2-b25e-0540be8ac9a2\", \"7a0419fb-1174-4775-833e-a218eff64482\", \"53cfde6d-9e08-40fb-836e-6f7a535b3f4f\", \"b616beed-0bac-4cd0-9909-f79d20c6631e\", \"cf52dc7b-d584-450c-8bd3-b1ca641e31d8\", \"1e48039b-5467-4722-b2e4-3e132e5320a5\"], \"total_duration\": 6321.0, \"total_sessions\": 6, \"mean_week_duration\": 61.971}, \"7598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-11 20:14:22.000000+00:00\", \"2022-03-31 18:51:40.000000+00:00\", \"2019-09-23 19:58:16.000000+00:00\", \"2023-06-18 19:23:30.000000+00:00\", \"2020-01-10 07:53:47.000000+00:00\", \"2019-03-08 20:26:23.000000+00:00\", \"2021-06-04 22:34:14.000000+00:00\"], \"session_ids\": [\"54221007-7def-4932-8390-7433aa9cf4a9\", \"a3e4ab29-6ec1-4040-82d2-5ddd2176a5a1\", \"4b9e5915-52f0-4114-b111-667b9a699858\", \"869cbc55-8d13-43ac-ae19-15c6bd07020d\", \"6fffd9fc-995b-4631-99f1-4cb5d5f2ba34\", \"fe4ee03a-ada8-456b-84ab-13290fe7b06a\", \"28da32ec-8aa1-451a-9b10-2b42e8ce0a46\"], \"total_duration\": 656.0, \"total_sessions\": 7, \"mean_week_duration\": 2.929}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20462\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-02-20 09:49:27.000000+00:00\", \"2023-04-29 01:29:29.000000+00:00\", \"2022-11-04 02:27:41.000000+00:00\", \"2020-03-28 08:16:57.000000+00:00\", \"2021-07-28 16:14:43.000000+00:00\", \"2021-03-04 12:05:37.000000+00:00\", \"2019-07-29 13:32:50.000000+00:00\", \"2020-02-20 03:48:20.000000+00:00\"], \"session_ids\": [\"3daf8ffc-7326-4d48-8586-a648a1dbc344\", \"bbb7d565-3441-4e2f-99bb-c7185053661b\", \"bfb2b7b5-80ea-4521-93bd-f6f201b48616\", \"89e6e60d-2b0b-4303-8e2f-0b5d0a96d881\", \"82de4670-5781-4452-abb7-fbb5f6270f46\", \"caabbde9-e0eb-4363-873b-f8f8da9f8050\", \"4a3719f7-61f0-4ff5-8527-48eaaaf1ff0a\", \"9ba3237c-e2ca-4887-b615-17f466c2271e\"], \"total_duration\": 2136.0, \"total_sessions\": 8, \"mean_week_duration\": 10.898}, \"57165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-31 23:26:44.000000+00:00\", \"2020-10-28 10:47:41.000000+00:00\", \"2020-09-06 04:02:11.000000+00:00\", \"2021-05-15 11:25:42.000000+00:00\", \"2021-02-01 08:33:19.000000+00:00\"], \"session_ids\": [\"a83e7279-3c50-4358-8c36-39c17026f361\", \"820009d3-7231-4b40-a1f7-851b7b4c4eb2\", \"1438f004-1862-40bc-817c-df31c1b50258\", \"3bfb4f8a-6092-470a-9fe5-182877dace1b\", \"d3382ff6-6e99-4018-a22c-c5b63a5685f6\"], \"total_duration\": 441.0, \"total_sessions\": 5, \"mean_week_duration\": 12.25}, \"83972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-05 08:59:21.000000+00:00\", \"2021-07-06 05:34:03.000000+00:00\", \"2022-02-09 23:12:58.000000+00:00\", \"2022-08-20 18:46:54.000000+00:00\", \"2021-06-24 18:16:54.000000+00:00\", \"2021-10-27 19:00:25.000000+00:00\"], \"session_ids\": [\"90ce3aa2-3409-49d2-ba0c-3bebe14d41ec\", \"246efaa0-fb86-4f40-8a80-82537bdbbfd8\", \"cbbca7b8-148e-4c9f-bf77-76688b945901\", \"ddf15e4d-2a19-4fb5-a2f0-a7bbafe3d5f5\", \"0a9bdc02-8ade-4c4f-9079-01147c99af74\", \"cc817bc2-0620-4b93-bccf-1aeed4592df4\"], \"total_duration\": 4252.0, \"total_sessions\": 6, \"mean_week_duration\": 67.492}, \"99965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-24 21:29:34.000000+00:00\", \"2021-11-30 23:17:20.000000+00:00\", \"2020-04-10 09:39:28.000000+00:00\", \"2020-02-03 03:00:11.000000+00:00\", \"2022-01-14 16:44:09.000000+00:00\", \"2021-03-02 09:59:06.000000+00:00\"], \"session_ids\": [\"cacf8f37-a01d-4ca2-b25e-0540be8ac9a2\", \"7a0419fb-1174-4775-833e-a218eff64482\", \"53cfde6d-9e08-40fb-836e-6f7a535b3f4f\", \"b616beed-0bac-4cd0-9909-f79d20c6631e\", \"cf52dc7b-d584-450c-8bd3-b1ca641e31d8\", \"1e48039b-5467-4722-b2e4-3e132e5320a5\"], \"total_duration\": 6321.0, \"total_sessions\": 6, \"mean_week_duration\": 61.971}}\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[{\"83972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-05 08:59:21.000000+00:00\", \"2021-07-06 05:34:03.000000+00:00\", \"2022-02-09 23:12:58.000000+00:00\", \"2022-08-20 18:46:54.000000+00:00\", \"2021-06-24 18:16:54.000000+00:00\", \"2021-10-27 19:00:25.000000+00:00\"], \"session_ids\": [\"90ce3aa2-3409-49d2-ba0c-3bebe14d41ec\", \"246efaa0-fb86-4f40-8a80-82537bdbbfd8\", \"cbbca7b8-148e-4c9f-bf77-76688b945901\", \"ddf15e4d-2a19-4fb5-a2f0-a7bbafe3d5f5\", \"0a9bdc02-8ade-4c4f-9079-01147c99af74\", \"cc817bc2-0620-4b93-bccf-1aeed4592df4\"], \"total_duration\": 4252.0, \"total_sessions\": 6, \"mean_week_duration\": 67.492}}, {\"99965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-24 21:29:34.000000+00:00\", \"2021-11-30 23:17:20.000000+00:00\", \"2020-04-10 09:39:28.000000+00:00\", \"2020-02-03 03:00:11.000000+00:00\", \"2022-01-14 16:44:09.000000+00:00\", \"2021-03-02 09:59:06.000000+00:00\"], \"session_ids\": [\"cacf8f37-a01d-4ca2-b25e-0540be8ac9a2\", \"7a0419fb-1174-4775-833e-a218eff64482\", \"53cfde6d-9e08-40fb-836e-6f7a535b3f4f\", \"b616beed-0bac-4cd0-9909-f79d20c6631e\", \"cf52dc7b-d584-450c-8bd3-b1ca641e31d8\", \"1e48039b-5467-4722-b2e4-3e132e5320a5\"], \"total_duration\": 6321.0, \"total_sessions\": 6, \"mean_week_duration\": 61.971}}, {\"57165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-31 23:26:44.000000+00:00\", \"2020-10-28 10:47:41.000000+00:00\", \"2020-09-06 04:02:11.000000+00:00\", \"2021-05-15 11:25:42.000000+00:00\", \"2021-02-01 08:33:19.000000+00:00\"], \"session_ids\": [\"a83e7279-3c50-4358-8c36-39c17026f361\", \"820009d3-7231-4b40-a1f7-851b7b4c4eb2\", \"1438f004-1862-40bc-817c-df31c1b50258\", \"3bfb4f8a-6092-470a-9fe5-182877dace1b\", \"d3382ff6-6e99-4018-a22c-c5b63a5685f6\"], \"total_duration\": 441.0, \"total_sessions\": 5, \"mean_week_duration\": 12.25}}, {\"20462\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-02-20 09:49:27.000000+00:00\", \"2023-04-29 01:29:29.000000+00:00\", \"2022-11-04 02:27:41.000000+00:00\", \"2020-03-28 08:16:57.000000+00:00\", \"2021-07-28 16:14:43.000000+00:00\", \"2021-03-04 12:05:37.000000+00:00\", \"2019-07-29 13:32:50.000000+00:00\", \"2020-02-20 03:48:20.000000+00:00\"], \"session_ids\": [\"3daf8ffc-7326-4d48-8586-a648a1dbc344\", \"bbb7d565-3441-4e2f-99bb-c7185053661b\", \"bfb2b7b5-80ea-4521-93bd-f6f201b48616\", \"89e6e60d-2b0b-4303-8e2f-0b5d0a96d881\", \"82de4670-5781-4452-abb7-fbb5f6270f46\", \"caabbde9-e0eb-4363-873b-f8f8da9f8050\", \"4a3719f7-61f0-4ff5-8527-48eaaaf1ff0a\", \"9ba3237c-e2ca-4887-b615-17f466c2271e\"], \"total_duration\": 2136.0, \"total_sessions\": 8, \"mean_week_duration\": 10.898}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-05 08:59:21.000000+00:00\", \"2021-07-06 05:34:03.000000+00:00\", \"2022-02-09 23:12:58.000000+00:00\", \"2022-08-20 18:46:54.000000+00:00\", \"2021-06-24 18:16:54.000000+00:00\", \"2021-10-27 19:00:25.000000+00:00\"], \"session_ids\": [\"90ce3aa2-3409-49d2-ba0c-3bebe14d41ec\", \"246efaa0-fb86-4f40-8a80-82537bdbbfd8\", \"cbbca7b8-148e-4c9f-bf77-76688b945901\", \"ddf15e4d-2a19-4fb5-a2f0-a7bbafe3d5f5\", \"0a9bdc02-8ade-4c4f-9079-01147c99af74\", \"cc817bc2-0620-4b93-bccf-1aeed4592df4\"], \"total_duration\": 4252.0, \"total_sessions\": 6, \"mean_week_duration\": 67.492}}, {\"99965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-24 21:29:34.000000+00:00\", \"2021-11-30 23:17:20.000000+00:00\", \"2020-04-10 09:39:28.000000+00:00\", \"2020-02-03 03:00:11.000000+00:00\", \"2022-01-14 16:44:09.000000+00:00\", \"2021-03-02 09:59:06.000000+00:00\"], \"session_ids\": [\"cacf8f37-a01d-4ca2-b25e-0540be8ac9a2\", \"7a0419fb-1174-4775-833e-a218eff64482\", \"53cfde6d-9e08-40fb-836e-6f7a535b3f4f\", \"b616beed-0bac-4cd0-9909-f79d20c6631e\", \"cf52dc7b-d584-450c-8bd3-b1ca641e31d8\", \"1e48039b-5467-4722-b2e4-3e132e5320a5\"], \"total_duration\": 6321.0, \"total_sessions\": 6, \"mean_week_duration\": 61.971}}, {\"57165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-31 23:26:44.000000+00:00\", \"2020-10-28 10:47:41.000000+00:00\", \"2020-09-06 04:02:11.000000+00:00\", \"2021-05-15 11:25:42.000000+00:00\", \"2021-02-01 08:33:19.000000+00:00\"], \"session_ids\": [\"a83e7279-3c50-4358-8c36-39c17026f361\", \"820009d3-7231-4b40-a1f7-851b7b4c4eb2\", \"1438f004-1862-40bc-817c-df31c1b50258\", \"3bfb4f8a-6092-470a-9fe5-182877dace1b\", \"d3382ff6-6e99-4018-a22c-c5b63a5685f6\"], \"total_duration\": 441.0, \"total_sessions\": 5, \"mean_week_duration\": 12.25}}, {\"20462\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-02-20 09:49:27.000000+00:00\", \"2023-04-29 01:29:29.000000+00:00\", \"2022-11-04 02:27:41.000000+00:00\", \"2020-03-28 08:16:57.000000+00:00\", \"2021-07-28 16:14:43.000000+00:00\", \"2021-03-04 12:05:37.000000+00:00\", \"2019-07-29 13:32:50.000000+00:00\", \"2020-02-20 03:48:20.000000+00:00\"], \"session_ids\": [\"3daf8ffc-7326-4d48-8586-a648a1dbc344\", \"bbb7d565-3441-4e2f-99bb-c7185053661b\", \"bfb2b7b5-80ea-4521-93bd-f6f201b48616\", \"89e6e60d-2b0b-4303-8e2f-0b5d0a96d881\", \"82de4670-5781-4452-abb7-fbb5f6270f46\", \"caabbde9-e0eb-4363-873b-f8f8da9f8050\", \"4a3719f7-61f0-4ff5-8527-48eaaaf1ff0a\", \"9ba3237c-e2ca-4887-b615-17f466c2271e\"], \"total_duration\": 2136.0, \"total_sessions\": 8, \"mean_week_duration\": 10.898}}]\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[{\"83972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-05 08:59:21.000000+00:00\", \"2021-07-06 05:34:03.000000+00:00\", \"2022-02-09 23:12:58.000000+00:00\", \"2022-08-20 18:46:54.000000+00:00\", \"2021-06-24 18:16:54.000000+00:00\", \"2021-10-27 19:00:25.000000+00:00\"], \"session_ids\": [\"90ce3aa2-3409-49d2-ba0c-3bebe14d41ec\", \"246efaa0-fb86-4f40-8a80-82537bdbbfd8\", \"cbbca7b8-148e-4c9f-bf77-76688b945901\", \"ddf15e4d-2a19-4fb5-a2f0-a7bbafe3d5f5\", \"0a9bdc02-8ade-4c4f-9079-01147c99af74\", \"cc817bc2-0620-4b93-bccf-1aeed4592df4\"], \"total_duration\": 4252.0, \"total_sessions\": 6, \"mean_week_duration\": 67.492}}, {\"99965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-24 21:29:34.000000+00:00\", \"2021-11-30 23:17:20.000000+00:00\", \"2020-04-10 09:39:28.000000+00:00\", \"2020-02-03 03:00:11.000000+00:00\", \"2022-01-14 16:44:09.000000+00:00\", \"2021-03-02 09:59:06.000000+00:00\"], \"session_ids\": [\"cacf8f37-a01d-4ca2-b25e-0540be8ac9a2\", \"7a0419fb-1174-4775-833e-a218eff64482\", \"53cfde6d-9e08-40fb-836e-6f7a535b3f4f\", \"b616beed-0bac-4cd0-9909-f79d20c6631e\", \"cf52dc7b-d584-450c-8bd3-b1ca641e31d8\", \"1e48039b-5467-4722-b2e4-3e132e5320a5\"], \"total_duration\": 6321.0, \"total_sessions\": 6, \"mean_week_duration\": 61.971}}, {\"57165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-31 23:26:44.000000+00:00\", \"2020-10-28 10:47:41.000000+00:00\", \"2020-09-06 04:02:11.000000+00:00\", \"2021-05-15 11:25:42.000000+00:00\", \"2021-02-01 08:33:19.000000+00:00\"], \"session_ids\": [\"a83e7279-3c50-4358-8c36-39c17026f361\", \"820009d3-7231-4b40-a1f7-851b7b4c4eb2\", \"1438f004-1862-40bc-817c-df31c1b50258\", \"3bfb4f8a-6092-470a-9fe5-182877dace1b\", \"d3382ff6-6e99-4018-a22c-c5b63a5685f6\"], \"total_duration\": 441.0, \"total_sessions\": 5, \"mean_week_duration\": 12.25}}, {\"20462\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-02-20 09:49:27.000000+00:00\", \"2023-04-29 01:29:29.000000+00:00\", \"2022-11-04 02:27:41.000000+00:00\", \"2020-03-28 08:16:57.000000+00:00\", \"2021-07-28 16:14:43.000000+00:00\", \"2021-03-04 12:05:37.000000+00:00\", \"2019-07-29 13:32:50.000000+00:00\", \"2020-02-20 03:48:20.000000+00:00\"], \"session_ids\": [\"3daf8ffc-7326-4d48-8586-a648a1dbc344\", \"bbb7d565-3441-4e2f-99bb-c7185053661b\", \"bfb2b7b5-80ea-4521-93bd-f6f201b48616\", \"89e6e60d-2b0b-4303-8e2f-0b5d0a96d881\", \"82de4670-5781-4452-abb7-fbb5f6270f46\", \"caabbde9-e0eb-4363-873b-f8f8da9f8050\", \"4a3719f7-61f0-4ff5-8527-48eaaaf1ff0a\", \"9ba3237c-e2ca-4887-b615-17f466c2271e\"], \"total_duration\": 2136.0, \"total_sessions\": 8, \"mean_week_duration\": 10.898}}]\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 5 users who are not folks of city Budapest plus implement sorting by overall quantity of sessions in ascending order."
}
] |
[
{
"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{\"33812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-08 15:23:04.000000+00:00\", \"2019-07-06 15:21:15.000000+00:00\"], \"session_ids\": [\"2b7f432c-548f-4287-9300-066652bf4d44\", \"099b2b45-e8d1-4b0a-8494-0140cbaeae9d\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.56}, \"90147\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-03-20 05:39:54.000000+00:00\", \"2022-05-31 08:06:08.000000+00:00\", \"2022-11-02 12:29:54.000000+00:00\"], \"session_ids\": [\"29c3059f-19c0-4902-9273-168080ec71e0\", \"2a5cc561-3b46-4148-a722-6e22cf856a87\", \"6d9c8cad-6a30-4cbd-bcd0-7227635c91e3\"], \"total_duration\": 261.0, \"total_sessions\": 3, \"mean_week_duration\": 1.905}, \"9276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-07 08:53:01.000000+00:00\", \"2022-05-13 05:46:27.000000+00:00\", \"2023-03-01 17:04:04.000000+00:00\", \"2020-03-19 09:54:59.000000+00:00\", \"2019-02-18 22:38:50.000000+00:00\", \"2020-05-31 23:18:45.000000+00:00\"], \"session_ids\": [\"b42d4293-8b76-436b-82f3-bf3bb3f6c19e\", \"5f788b84-1305-475a-8edc-26bc17461539\", \"acd2e532-f240-414c-a92c-10667caa7f99\", \"1eb67a45-d6af-4131-829a-aa9e837fc81a\", \"6ae9613a-2718-49dc-96c4-19a87a9bc5df\", \"c5e171c6-daca-4b78-841c-a1297f4cd43b\"], \"total_duration\": 1734.0, \"total_sessions\": 6, \"mean_week_duration\": 8.218}, \"11678\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-24 02:15:17.000000+00:00\", \"2022-05-20 04:22:43.000000+00:00\"], \"session_ids\": [\"ef9d9e83-4253-478e-86fd-1427d5e172ef\", \"69628974-ba62-4fb3-a766-2db930bb4dc0\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 3.77}, \"21947\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-12-11 07:33:51.000000+00:00\", \"2019-11-15 00:25:28.000000+00:00\"], \"session_ids\": [\"ba2608b8-3850-4905-9c90-92410e09de40\", \"0c575a2e-ca81-46fe-a5c4-e0e51a14333a\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.28}, \"31112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-24 18:30:15.000000+00:00\", \"2019-04-13 11:27:45.000000+00:00\"], \"session_ids\": [\"20cdebb6-d31c-42bf-892f-25767117b02e\", \"5db52b03-a831-411f-93e3-dd3822297feb\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}, \"1664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-24 12:18:13.000000+00:00\", \"2020-01-03 04:22:37.000000+00:00\"], \"session_ids\": [\"c8bc5723-a2bc-47d0-8806-1ce5ea7c0681\", \"06d222c3-e26a-4085-9ab9-f14dfedcbac3\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}, \"19696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-05-03 15:07:57.000000+00:00\", \"2019-12-02 16:03:49.000000+00:00\", \"2021-03-24 03:14:41.000000+00:00\", \"2022-07-16 17:09:21.000000+00:00\"], \"session_ids\": [\"5817fb4a-5353-4f56-9a8a-75a7b406b345\", \"64391e23-e5c0-4706-aca3-3c62cd4e8659\", \"00b7968f-ffd7-4d5b-9c3b-c59015bf3b8c\", \"2cffaf19-bc30-47a4-9800-41cd2b588b7d\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.526}, \"41249\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-12 02:46:52.000000+00:00\", \"2020-04-06 22:13:44.000000+00:00\", \"2019-04-30 19:56:26.000000+00:00\", \"2019-01-01 06:34:02.000000+00:00\"], \"session_ids\": [\"17472ef8-e821-407b-9100-96134b85fa3b\", \"54dd76db-850d-4d7e-8184-bb60d1b588b0\", \"c17ccc9b-dbe3-4c1f-bb7d-8763ace96483\", \"5527e812-ed01-45ce-bf13-c5a0d7e95620\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 3.07}, \"8301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-18 22:26:01.000000+00:00\", \"2021-05-11 04:41:07.000000+00:00\"], \"session_ids\": [\"05d03ec5-4c2f-4e08-8498-c765f408c336\", \"0807e3f5-d56f-4e5e-b530-e82f85659600\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Budapest"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Budapest\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-08 15:23:04.000000+00:00\", \"2019-07-06 15:21:15.000000+00:00\"], \"session_ids\": [\"2b7f432c-548f-4287-9300-066652bf4d44\", \"099b2b45-e8d1-4b0a-8494-0140cbaeae9d\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.56}, \"90147\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-03-20 05:39:54.000000+00:00\", \"2022-05-31 08:06:08.000000+00:00\", \"2022-11-02 12:29:54.000000+00:00\"], \"session_ids\": [\"29c3059f-19c0-4902-9273-168080ec71e0\", \"2a5cc561-3b46-4148-a722-6e22cf856a87\", \"6d9c8cad-6a30-4cbd-bcd0-7227635c91e3\"], \"total_duration\": 261.0, \"total_sessions\": 3, \"mean_week_duration\": 1.905}, \"9276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-07 08:53:01.000000+00:00\", \"2022-05-13 05:46:27.000000+00:00\", \"2023-03-01 17:04:04.000000+00:00\", \"2020-03-19 09:54:59.000000+00:00\", \"2019-02-18 22:38:50.000000+00:00\", \"2020-05-31 23:18:45.000000+00:00\"], \"session_ids\": [\"b42d4293-8b76-436b-82f3-bf3bb3f6c19e\", \"5f788b84-1305-475a-8edc-26bc17461539\", \"acd2e532-f240-414c-a92c-10667caa7f99\", \"1eb67a45-d6af-4131-829a-aa9e837fc81a\", \"6ae9613a-2718-49dc-96c4-19a87a9bc5df\", \"c5e171c6-daca-4b78-841c-a1297f4cd43b\"], \"total_duration\": 1734.0, \"total_sessions\": 6, \"mean_week_duration\": 8.218}, \"11678\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-24 02:15:17.000000+00:00\", \"2022-05-20 04:22:43.000000+00:00\"], \"session_ids\": [\"ef9d9e83-4253-478e-86fd-1427d5e172ef\", \"69628974-ba62-4fb3-a766-2db930bb4dc0\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 3.77}, \"21947\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-12-11 07:33:51.000000+00:00\", \"2019-11-15 00:25:28.000000+00:00\"], \"session_ids\": [\"ba2608b8-3850-4905-9c90-92410e09de40\", \"0c575a2e-ca81-46fe-a5c4-e0e51a14333a\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.28}, \"31112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-24 18:30:15.000000+00:00\", \"2019-04-13 11:27:45.000000+00:00\"], \"session_ids\": [\"20cdebb6-d31c-42bf-892f-25767117b02e\", \"5db52b03-a831-411f-93e3-dd3822297feb\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}, \"1664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-24 12:18:13.000000+00:00\", \"2020-01-03 04:22:37.000000+00:00\"], \"session_ids\": [\"c8bc5723-a2bc-47d0-8806-1ce5ea7c0681\", \"06d222c3-e26a-4085-9ab9-f14dfedcbac3\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}, \"19696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-05-03 15:07:57.000000+00:00\", \"2019-12-02 16:03:49.000000+00:00\", \"2021-03-24 03:14:41.000000+00:00\", \"2022-07-16 17:09:21.000000+00:00\"], \"session_ids\": [\"5817fb4a-5353-4f56-9a8a-75a7b406b345\", \"64391e23-e5c0-4706-aca3-3c62cd4e8659\", \"00b7968f-ffd7-4d5b-9c3b-c59015bf3b8c\", \"2cffaf19-bc30-47a4-9800-41cd2b588b7d\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.526}, \"41249\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-12 02:46:52.000000+00:00\", \"2020-04-06 22:13:44.000000+00:00\", \"2019-04-30 19:56:26.000000+00:00\", \"2019-01-01 06:34:02.000000+00:00\"], \"session_ids\": [\"17472ef8-e821-407b-9100-96134b85fa3b\", \"54dd76db-850d-4d7e-8184-bb60d1b588b0\", \"c17ccc9b-dbe3-4c1f-bb7d-8763ace96483\", \"5527e812-ed01-45ce-bf13-c5a0d7e95620\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 3.07}, \"8301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-18 22:26:01.000000+00:00\", \"2021-05-11 04:41:07.000000+00:00\"], \"session_ids\": [\"05d03ec5-4c2f-4e08-8498-c765f408c336\", \"0807e3f5-d56f-4e5e-b530-e82f85659600\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-08 15:23:04.000000+00:00\", \"2019-07-06 15:21:15.000000+00:00\"], \"session_ids\": [\"2b7f432c-548f-4287-9300-066652bf4d44\", \"099b2b45-e8d1-4b0a-8494-0140cbaeae9d\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.56}}, {\"11678\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-24 02:15:17.000000+00:00\", \"2022-05-20 04:22:43.000000+00:00\"], \"session_ids\": [\"ef9d9e83-4253-478e-86fd-1427d5e172ef\", \"69628974-ba62-4fb3-a766-2db930bb4dc0\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 3.77}}, {\"21947\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-12-11 07:33:51.000000+00:00\", \"2019-11-15 00:25:28.000000+00:00\"], \"session_ids\": [\"ba2608b8-3850-4905-9c90-92410e09de40\", \"0c575a2e-ca81-46fe-a5c4-e0e51a14333a\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.28}}, {\"31112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-24 18:30:15.000000+00:00\", \"2019-04-13 11:27:45.000000+00:00\"], \"session_ids\": [\"20cdebb6-d31c-42bf-892f-25767117b02e\", \"5db52b03-a831-411f-93e3-dd3822297feb\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}}, {\"1664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-24 12:18:13.000000+00:00\", \"2020-01-03 04:22:37.000000+00:00\"], \"session_ids\": [\"c8bc5723-a2bc-47d0-8806-1ce5ea7c0681\", \"06d222c3-e26a-4085-9ab9-f14dfedcbac3\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}}, {\"8301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-18 22:26:01.000000+00:00\", \"2021-05-11 04:41:07.000000+00:00\"], \"session_ids\": [\"05d03ec5-4c2f-4e08-8498-c765f408c336\", \"0807e3f5-d56f-4e5e-b530-e82f85659600\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}, {\"90147\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-03-20 05:39:54.000000+00:00\", \"2022-05-31 08:06:08.000000+00:00\", \"2022-11-02 12:29:54.000000+00:00\"], \"session_ids\": [\"29c3059f-19c0-4902-9273-168080ec71e0\", \"2a5cc561-3b46-4148-a722-6e22cf856a87\", \"6d9c8cad-6a30-4cbd-bcd0-7227635c91e3\"], \"total_duration\": 261.0, \"total_sessions\": 3, \"mean_week_duration\": 1.905}}, {\"19696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-05-03 15:07:57.000000+00:00\", \"2019-12-02 16:03:49.000000+00:00\", \"2021-03-24 03:14:41.000000+00:00\", \"2022-07-16 17:09:21.000000+00:00\"], \"session_ids\": [\"5817fb4a-5353-4f56-9a8a-75a7b406b345\", \"64391e23-e5c0-4706-aca3-3c62cd4e8659\", \"00b7968f-ffd7-4d5b-9c3b-c59015bf3b8c\", \"2cffaf19-bc30-47a4-9800-41cd2b588b7d\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.526}}, {\"41249\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-12 02:46:52.000000+00:00\", \"2020-04-06 22:13:44.000000+00:00\", \"2019-04-30 19:56:26.000000+00:00\", \"2019-01-01 06:34:02.000000+00:00\"], \"session_ids\": [\"17472ef8-e821-407b-9100-96134b85fa3b\", \"54dd76db-850d-4d7e-8184-bb60d1b588b0\", \"c17ccc9b-dbe3-4c1f-bb7d-8763ace96483\", \"5527e812-ed01-45ce-bf13-c5a0d7e95620\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 3.07}}, {\"9276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-07 08:53:01.000000+00:00\", \"2022-05-13 05:46:27.000000+00:00\", \"2023-03-01 17:04:04.000000+00:00\", \"2020-03-19 09:54:59.000000+00:00\", \"2019-02-18 22:38:50.000000+00:00\", \"2020-05-31 23:18:45.000000+00:00\"], \"session_ids\": [\"b42d4293-8b76-436b-82f3-bf3bb3f6c19e\", \"5f788b84-1305-475a-8edc-26bc17461539\", \"acd2e532-f240-414c-a92c-10667caa7f99\", \"1eb67a45-d6af-4131-829a-aa9e837fc81a\", \"6ae9613a-2718-49dc-96c4-19a87a9bc5df\", \"c5e171c6-daca-4b78-841c-a1297f4cd43b\"], \"total_duration\": 1734.0, \"total_sessions\": 6, \"mean_week_duration\": 8.218}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-08 15:23:04.000000+00:00\", \"2019-07-06 15:21:15.000000+00:00\"], \"session_ids\": [\"2b7f432c-548f-4287-9300-066652bf4d44\", \"099b2b45-e8d1-4b0a-8494-0140cbaeae9d\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.56}}, {\"11678\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-24 02:15:17.000000+00:00\", \"2022-05-20 04:22:43.000000+00:00\"], \"session_ids\": [\"ef9d9e83-4253-478e-86fd-1427d5e172ef\", \"69628974-ba62-4fb3-a766-2db930bb4dc0\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 3.77}}, {\"21947\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-12-11 07:33:51.000000+00:00\", \"2019-11-15 00:25:28.000000+00:00\"], \"session_ids\": [\"ba2608b8-3850-4905-9c90-92410e09de40\", \"0c575a2e-ca81-46fe-a5c4-e0e51a14333a\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.28}}, {\"31112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-24 18:30:15.000000+00:00\", \"2019-04-13 11:27:45.000000+00:00\"], \"session_ids\": [\"20cdebb6-d31c-42bf-892f-25767117b02e\", \"5db52b03-a831-411f-93e3-dd3822297feb\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}}, {\"1664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-24 12:18:13.000000+00:00\", \"2020-01-03 04:22:37.000000+00:00\"], \"session_ids\": [\"c8bc5723-a2bc-47d0-8806-1ce5ea7c0681\", \"06d222c3-e26a-4085-9ab9-f14dfedcbac3\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}}]\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[{\"33812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-08 15:23:04.000000+00:00\", \"2019-07-06 15:21:15.000000+00:00\"], \"session_ids\": [\"2b7f432c-548f-4287-9300-066652bf4d44\", \"099b2b45-e8d1-4b0a-8494-0140cbaeae9d\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.56}}, {\"11678\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-24 02:15:17.000000+00:00\", \"2022-05-20 04:22:43.000000+00:00\"], \"session_ids\": [\"ef9d9e83-4253-478e-86fd-1427d5e172ef\", \"69628974-ba62-4fb3-a766-2db930bb4dc0\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 3.77}}, {\"21947\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-12-11 07:33:51.000000+00:00\", \"2019-11-15 00:25:28.000000+00:00\"], \"session_ids\": [\"ba2608b8-3850-4905-9c90-92410e09de40\", \"0c575a2e-ca81-46fe-a5c4-e0e51a14333a\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.28}}, {\"31112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-24 18:30:15.000000+00:00\", \"2019-04-13 11:27:45.000000+00:00\"], \"session_ids\": [\"20cdebb6-d31c-42bf-892f-25767117b02e\", \"5db52b03-a831-411f-93e3-dd3822297feb\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}}, {\"1664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-24 12:18:13.000000+00:00\", \"2020-01-03 04:22:37.000000+00:00\"], \"session_ids\": [\"c8bc5723-a2bc-47d0-8806-1ce5ea7c0681\", \"06d222c3-e26a-4085-9ab9-f14dfedcbac3\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on user who has the least value of time spent on the site , moreover implement sorting by average week duration desc and save only 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{\"54480\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-08 14:11:56.000000+00:00\", \"2019-09-08 02:50:19.000000+00:00\", \"2020-06-15 14:26:32.000000+00:00\"], \"session_ids\": [\"6f9942bc-4d0f-4872-8cfc-c0acd821baf9\", \"4a292fc5-6ffc-497b-a370-b2d94e5835c9\", \"f6c82729-3a63-4f2a-bbd5-ff0ba1b7c6c1\"], \"total_duration\": 100.0, \"total_sessions\": 3, \"mean_week_duration\": 0.741}, \"95482\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-27 05:29:18.000000+00:00\", \"2020-05-25 05:20:29.000000+00:00\", \"2019-08-07 21:28:55.000000+00:00\"], \"session_ids\": [\"cd694732-1a7c-4606-98be-162b9e19579c\", \"44159d19-9125-424d-89f2-f9e33d9cb126\", \"b2c2fe60-3271-4932-b056-b418bbb61093\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 1.562}, \"44497\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-11 14:51:51.000000+00:00\", \"2021-07-13 16:45:07.000000+00:00\"], \"session_ids\": [\"ea93ac17-35cc-44d0-b0b3-7d42b7d09639\", \"b6c538c3-4218-497b-a04b-fc9f301e95e8\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}, \"40790\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-08 19:00:04.000000+00:00\", \"2021-11-11 17:08:07.000000+00:00\"], \"session_ids\": [\"fd34ca87-1fce-45a3-94c5-8915e4e075ef\", \"413c81ff-91d7-4b0e-a0e2-092fdffc6f89\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.181}, \"17935\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-25 09:06:54.000000+00:00\", \"2021-12-05 04:45:49.000000+00:00\", \"2023-01-11 14:31:15.000000+00:00\"], \"session_ids\": [\"fcecfb6b-63a4-4c24-bff9-f54795be5850\", \"c0c4d23a-633b-4760-834e-938275e69d1f\", \"cda323f8-eebc-4e08-8157-a0ac8b1d27f0\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 2.085}, \"91501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-21 18:42:19.000000+00:00\", \"2021-03-02 18:23:16.000000+00:00\"], \"session_ids\": [\"c35cd92a-002c-4fe0-804d-0176bb833b74\", \"e69f63f5-8ca0-4232-af0f-7fd28bac6c93\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 2.31}, \"15200\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-10-23 22:55:27.000000+00:00\", \"2020-01-09 12:37:13.000000+00:00\", \"2023-02-16 13:18:19.000000+00:00\", \"2021-07-21 20:51:02.000000+00:00\", \"2020-04-08 00:31:43.000000+00:00\", \"2022-06-13 23:19:41.000000+00:00\", \"2023-04-30 14:20:34.000000+00:00\"], \"session_ids\": [\"7693906d-6f16-4a8c-b19c-b23348a202db\", \"63422015-133c-49b7-9129-f28759711ba8\", \"d3ba274f-da46-4eb8-ac0a-24afb92b6ce1\", \"69042d50-7d80-453f-8e04-ee50e074fed8\", \"25f5eaed-b962-49b9-b29e-ba2a505967d6\", \"a6eed99f-c53a-409c-9f64-c2d67efa33d5\", \"3794f217-baa1-417d-a254-35985ee1754e\"], \"total_duration\": 420.0, \"total_sessions\": 7, \"mean_week_duration\": 2.283}, \"23235\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-24 04:33:00.000000+00:00\", \"2019-03-26 07:59:37.000000+00:00\", \"2019-06-27 03:15:08.000000+00:00\", \"2019-10-25 20:13:42.000000+00:00\"], \"session_ids\": [\"231dbe5a-5687-4be0-a4e6-a54a29f81acb\", \"0e7c0bab-b29a-41bc-8ba6-dab179a3acb5\", \"56d37aa9-a0a1-4b8a-8350-2c22cd44677b\", \"2f30efcb-c645-4d96-b2a1-cbf92f7520f0\"], \"total_duration\": 1579.0, \"total_sessions\": 4, \"mean_week_duration\": 10.965}, \"53045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2022-03-20 05:33:20.000000+00:00\", \"2022-05-07 18:38:05.000000+00:00\"], \"session_ids\": [\"03dc90c4-94c7-49b2-ab7f-c32df499b692\", \"82eeb9df-ef70-48e0-aaa3-c8a0f440f542\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"96744\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-30 22:07:37.000000+00:00\", \"2020-11-04 11:30:58.000000+00:00\", \"2021-06-23 22:31:20.000000+00:00\", \"2020-07-02 02:57:39.000000+00:00\", \"2019-11-04 17:14:54.000000+00:00\", \"2020-03-05 10:15:44.000000+00:00\", \"2022-10-17 14:11:46.000000+00:00\"], \"session_ids\": [\"e23f8b46-6077-444d-9f1f-c352defbb0ab\", \"24ef802b-3fc6-41a3-add6-0be9b885ba81\", \"7e7f8239-4c32-42f6-9ed3-e163e945c822\", \"8424fd95-2fee-43f2-ac7c-009a8c527152\", \"1fb69682-6ac8-4f64-bd52-ce9da60753e7\", \"b17bcd0a-98e4-4a81-be36-592b05391265\", \"6e4a9c34-2c48-4e35-bd5b-018ce745bc5c\"], \"total_duration\": 3127.0, \"total_sessions\": 7, \"mean_week_duration\": 20.305}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 1 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"40790\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-08 19:00:04.000000+00:00\", \"2021-11-11 17:08:07.000000+00:00\"], \"session_ids\": [\"fd34ca87-1fce-45a3-94c5-8915e4e075ef\", \"413c81ff-91d7-4b0e-a0e2-092fdffc6f89\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.181}}, {\"53045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2022-03-20 05:33:20.000000+00:00\", \"2022-05-07 18:38:05.000000+00:00\"], \"session_ids\": [\"03dc90c4-94c7-49b2-ab7f-c32df499b692\", \"82eeb9df-ef70-48e0-aaa3-c8a0f440f542\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"44497\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-11 14:51:51.000000+00:00\", \"2021-07-13 16:45:07.000000+00:00\"], \"session_ids\": [\"ea93ac17-35cc-44d0-b0b3-7d42b7d09639\", \"b6c538c3-4218-497b-a04b-fc9f301e95e8\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}}]\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[{\"53045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2022-03-20 05:33:20.000000+00:00\", \"2022-05-07 18:38:05.000000+00:00\"], \"session_ids\": [\"03dc90c4-94c7-49b2-ab7f-c32df499b692\", \"82eeb9df-ef70-48e0-aaa3-c8a0f440f542\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"44497\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-11 14:51:51.000000+00:00\", \"2021-07-13 16:45:07.000000+00:00\"], \"session_ids\": [\"ea93ac17-35cc-44d0-b0b3-7d42b7d09639\", \"b6c538c3-4218-497b-a04b-fc9f301e95e8\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}}, {\"40790\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-08 19:00:04.000000+00:00\", \"2021-11-11 17:08:07.000000+00:00\"], \"session_ids\": [\"fd34ca87-1fce-45a3-94c5-8915e4e075ef\", \"413c81ff-91d7-4b0e-a0e2-092fdffc6f89\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.181}}]\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[{\"53045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2022-03-20 05:33:20.000000+00:00\", \"2022-05-07 18:38:05.000000+00:00\"], \"session_ids\": [\"03dc90c4-94c7-49b2-ab7f-c32df499b692\", \"82eeb9df-ef70-48e0-aaa3-c8a0f440f542\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"44497\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-11 14:51:51.000000+00:00\", \"2021-07-13 16:45:07.000000+00:00\"], \"session_ids\": [\"ea93ac17-35cc-44d0-b0b3-7d42b7d09639\", \"b6c538c3-4218-497b-a04b-fc9f301e95e8\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}}]\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[{\"53045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2022-03-20 05:33:20.000000+00:00\", \"2022-05-07 18:38:05.000000+00:00\"], \"session_ids\": [\"03dc90c4-94c7-49b2-ab7f-c32df499b692\", \"82eeb9df-ef70-48e0-aaa3-c8a0f440f542\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"44497\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-11 14:51:51.000000+00:00\", \"2021-07-13 16:45:07.000000+00:00\"], \"session_ids\": [\"ea93ac17-35cc-44d0-b0b3-7d42b7d09639\", \"b6c538c3-4218-497b-a04b-fc9f301e95e8\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 3 users who have app usage time per week smaller than 2 + implement sorting by average week duration in desc and in addition remain only 2 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{\"83947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-12 13:20:58.000000+00:00\", \"2022-09-21 08:49:18.000000+00:00\", \"2020-05-07 18:21:18.000000+00:00\", \"2022-12-20 20:28:23.000000+00:00\", \"2022-07-15 08:17:25.000000+00:00\", \"2020-05-02 08:12:11.000000+00:00\", \"2020-01-03 16:36:57.000000+00:00\", \"2022-06-11 04:44:08.000000+00:00\"], \"session_ids\": [\"3485f01d-6023-47c0-af59-cab3b99cd923\", \"83d7c0b2-2ba1-449c-808b-0423a86e8d14\", \"2816011c-a808-4800-a7f6-bfd2db3113cc\", \"459a72e3-b8da-4684-9edd-4c982b1a0063\", \"e180a114-8c79-4535-9031-a796c06902fa\", \"7fa0556f-af76-489f-9571-ebae26d7e94d\", \"41e56e07-b2b4-4b86-b51c-5990cb110b34\", \"9f64abc2-2818-42b3-96fe-e3e9032f982d\"], \"total_duration\": 3751.0, \"total_sessions\": 8, \"mean_week_duration\": 21.936}, \"15169\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-29 16:34:16.000000+00:00\", \"2019-03-16 20:20:01.000000+00:00\"], \"session_ids\": [\"9d8325bb-7fc5-4361-8105-e99e921161d7\", \"db1a87e1-135d-4f15-9837-0bed21b50fd3\"], \"total_duration\": 442.0, \"total_sessions\": 2, \"mean_week_duration\": 8.84}, \"85522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-02-26 04:01:27.000000+00:00\", \"2019-05-09 08:51:18.000000+00:00\", \"2019-04-13 17:02:45.000000+00:00\", \"2020-04-13 12:01:19.000000+00:00\", \"2022-05-19 13:39:41.000000+00:00\", \"2021-08-15 07:45:09.000000+00:00\"], \"session_ids\": [\"8f146513-3b6d-4617-be42-0f316336a287\", \"3f6a859d-9b17-482e-8a0f-8848476522f3\", \"3b4849ca-8145-4c90-a82a-ee4e1c4fb460\", \"2b520515-8bda-44e3-a19b-01f99638a511\", \"97885a51-e4d8-4631-bd33-569e5bcc2358\", \"19ca1001-08a9-493d-8672-f607a23825bd\"], \"total_duration\": 752.0, \"total_sessions\": 6, \"mean_week_duration\": 4.642}, \"31008\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-02-12 09:23:38.000000+00:00\", \"2021-08-25 22:48:52.000000+00:00\"], \"session_ids\": [\"e6ef5f4c-f4aa-450c-8ad8-16dbc12af6b1\", \"0a7f711b-c0e1-481e-ab14-5573e0bc5bb1\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 8.821}, \"39101\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-06-24 00:55:07.000000+00:00\", \"2020-10-11 09:29:27.000000+00:00\"], \"session_ids\": [\"6bf46848-9f36-4fc8-ba37-9be2452952ea\", \"e10e49ee-4c9b-4113-ade0-7c4a0b5eda3f\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 1.589}, \"75614\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-28 13:08:02.000000+00:00\", \"2023-03-13 00:19:23.000000+00:00\", \"2020-12-22 01:17:56.000000+00:00\", \"2021-12-17 06:01:56.000000+00:00\", \"2021-02-14 13:19:04.000000+00:00\"], \"session_ids\": [\"02a59825-9ede-46ef-a725-3a462a05f7a0\", \"17418832-6139-47ca-8923-ce5178ad1898\", \"cba7fd9f-f347-44e9-99b5-840fe86d502d\", \"7470b975-1dcd-4bf8-9891-1c6e93cccbd5\", \"4623ae41-b27d-4a18-8da2-a9766b31b3d8\"], \"total_duration\": 1347.0, \"total_sessions\": 5, \"mean_week_duration\": 10.863}, \"30901\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-04-22 07:05:30.000000+00:00\", \"2019-07-13 19:34:34.000000+00:00\"], \"session_ids\": [\"3acf0853-226c-402b-b625-06d46b426300\", \"64dac6d6-26ec-4d3c-88b7-c12d0a668604\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 22.333}, \"49742\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-04-03 22:12:23.000000+00:00\", \"2021-11-08 12:50:08.000000+00:00\", \"2019-07-26 04:58:26.000000+00:00\", \"2019-03-26 23:18:39.000000+00:00\", \"2021-10-06 02:00:36.000000+00:00\", \"2019-04-11 02:04:52.000000+00:00\", \"2021-01-29 13:22:11.000000+00:00\", \"2019-06-07 03:28:21.000000+00:00\", \"2022-08-01 09:41:22.000000+00:00\"], \"session_ids\": [\"f6c32c6c-29db-4ccd-b59d-419d48f45fbc\", \"3747386d-280f-4f86-962f-25eae19514c1\", \"98260302-1584-4836-a2aa-f4014c8e9dd1\", \"f9de7bc0-da88-40df-9d05-35f950d2c4dc\", \"fcc67e2c-f399-453b-a3b8-f090fd28c331\", \"0f371125-0862-42e1-aa01-e2dcb9079dfd\", \"27cb20fd-5caf-4f69-9702-64f88af237dc\", \"5dae01e1-be99-47a1-a5c9-65a8b934bb78\", \"ecaa69ec-d012-4188-8bd1-7bc68ca80c1b\"], \"total_duration\": 303.0, \"total_sessions\": 9, \"mean_week_duration\": 1.443}, \"88929\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-01-10 00:13:17.000000+00:00\", \"2021-09-20 19:54:47.000000+00:00\", \"2022-01-15 05:51:40.000000+00:00\", \"2021-05-19 10:20:02.000000+00:00\", \"2020-07-02 04:36:32.000000+00:00\"], \"session_ids\": [\"7ffdef98-9cdc-4e34-964e-8d7bdaa629a5\", \"14453e2e-6b60-4e35-af69-9e1a93653573\", \"86232e45-6fa0-4ed8-aacf-bd603b14d0e2\", \"6ff20c85-d0f6-44a9-923a-197a4932a2d4\", \"d157fd61-2124-4e19-90f1-692f2fe230bd\"], \"total_duration\": 1658.0, \"total_sessions\": 5, \"mean_week_duration\": 10.494}, \"80353\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 10:33:41.000000+00:00\", \"2021-01-31 15:38:55.000000+00:00\"], \"session_ids\": [\"4d90bbc9-870b-44cc-91b6-debcb27e2b26\", \"cfe303d1-ca01-4804-b8c0-9802f449f01a\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.972}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 30]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39101\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-06-24 00:55:07.000000+00:00\", \"2020-10-11 09:29:27.000000+00:00\"], \"session_ids\": [\"6bf46848-9f36-4fc8-ba37-9be2452952ea\", \"e10e49ee-4c9b-4113-ade0-7c4a0b5eda3f\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 1.589}, \"49742\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-04-03 22:12:23.000000+00:00\", \"2021-11-08 12:50:08.000000+00:00\", \"2019-07-26 04:58:26.000000+00:00\", \"2019-03-26 23:18:39.000000+00:00\", \"2021-10-06 02:00:36.000000+00:00\", \"2019-04-11 02:04:52.000000+00:00\", \"2021-01-29 13:22:11.000000+00:00\", \"2019-06-07 03:28:21.000000+00:00\", \"2022-08-01 09:41:22.000000+00:00\"], \"session_ids\": [\"f6c32c6c-29db-4ccd-b59d-419d48f45fbc\", \"3747386d-280f-4f86-962f-25eae19514c1\", \"98260302-1584-4836-a2aa-f4014c8e9dd1\", \"f9de7bc0-da88-40df-9d05-35f950d2c4dc\", \"fcc67e2c-f399-453b-a3b8-f090fd28c331\", \"0f371125-0862-42e1-aa01-e2dcb9079dfd\", \"27cb20fd-5caf-4f69-9702-64f88af237dc\", \"5dae01e1-be99-47a1-a5c9-65a8b934bb78\", \"ecaa69ec-d012-4188-8bd1-7bc68ca80c1b\"], \"total_duration\": 303.0, \"total_sessions\": 9, \"mean_week_duration\": 1.443}, \"80353\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 10:33:41.000000+00:00\", \"2021-01-31 15:38:55.000000+00:00\"], \"session_ids\": [\"4d90bbc9-870b-44cc-91b6-debcb27e2b26\", \"cfe303d1-ca01-4804-b8c0-9802f449f01a\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.972}}\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[{\"80353\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 10:33:41.000000+00:00\", \"2021-01-31 15:38:55.000000+00:00\"], \"session_ids\": [\"4d90bbc9-870b-44cc-91b6-debcb27e2b26\", \"cfe303d1-ca01-4804-b8c0-9802f449f01a\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.972}}, {\"39101\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-06-24 00:55:07.000000+00:00\", \"2020-10-11 09:29:27.000000+00:00\"], \"session_ids\": [\"6bf46848-9f36-4fc8-ba37-9be2452952ea\", \"e10e49ee-4c9b-4113-ade0-7c4a0b5eda3f\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 1.589}}, {\"49742\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-04-03 22:12:23.000000+00:00\", \"2021-11-08 12:50:08.000000+00:00\", \"2019-07-26 04:58:26.000000+00:00\", \"2019-03-26 23:18:39.000000+00:00\", \"2021-10-06 02:00:36.000000+00:00\", \"2019-04-11 02:04:52.000000+00:00\", \"2021-01-29 13:22:11.000000+00:00\", \"2019-06-07 03:28:21.000000+00:00\", \"2022-08-01 09:41:22.000000+00:00\"], \"session_ids\": [\"f6c32c6c-29db-4ccd-b59d-419d48f45fbc\", \"3747386d-280f-4f86-962f-25eae19514c1\", \"98260302-1584-4836-a2aa-f4014c8e9dd1\", \"f9de7bc0-da88-40df-9d05-35f950d2c4dc\", \"fcc67e2c-f399-453b-a3b8-f090fd28c331\", \"0f371125-0862-42e1-aa01-e2dcb9079dfd\", \"27cb20fd-5caf-4f69-9702-64f88af237dc\", \"5dae01e1-be99-47a1-a5c9-65a8b934bb78\", \"ecaa69ec-d012-4188-8bd1-7bc68ca80c1b\"], \"total_duration\": 303.0, \"total_sessions\": 9, \"mean_week_duration\": 1.443}}]\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[{\"80353\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 10:33:41.000000+00:00\", \"2021-01-31 15:38:55.000000+00:00\"], \"session_ids\": [\"4d90bbc9-870b-44cc-91b6-debcb27e2b26\", \"cfe303d1-ca01-4804-b8c0-9802f449f01a\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.972}}, {\"39101\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-06-24 00:55:07.000000+00:00\", \"2020-10-11 09:29:27.000000+00:00\"], \"session_ids\": [\"6bf46848-9f36-4fc8-ba37-9be2452952ea\", \"e10e49ee-4c9b-4113-ade0-7c4a0b5eda3f\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 1.589}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80353\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 10:33:41.000000+00:00\", \"2021-01-31 15:38:55.000000+00:00\"], \"session_ids\": [\"4d90bbc9-870b-44cc-91b6-debcb27e2b26\", \"cfe303d1-ca01-4804-b8c0-9802f449f01a\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.972}}, {\"39101\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-06-24 00:55:07.000000+00:00\", \"2020-10-11 09:29:27.000000+00:00\"], \"session_ids\": [\"6bf46848-9f36-4fc8-ba37-9be2452952ea\", \"e10e49ee-4c9b-4113-ade0-7c4a0b5eda3f\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 1.589}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users whose average of total time spent in the app per week exceeds 46 while staying below 19, exclusive 46 in addition perform sorting by sum of duration of sessions per week in ascending order."
}
] |
[
{
"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{\"44556\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-16 12:56:08.000000+00:00\", \"2021-09-06 04:11:57.000000+00:00\", \"2019-10-15 03:36:49.000000+00:00\", \"2021-07-08 12:27:50.000000+00:00\"], \"session_ids\": [\"060e00d1-9f32-44e8-904b-d0d97ab4a156\", \"906b0e71-b5d7-41d5-88fc-a7e89ec836ec\", \"66ee3377-fbd4-419d-b242-4611d7812433\", \"4adb22b2-207d-4d20-95cb-8c0197feb497\"], \"total_duration\": 67.0, \"total_sessions\": 4, \"mean_week_duration\": 0.677}, \"81770\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-16 19:45:36.000000+00:00\", \"2020-12-27 03:30:11.000000+00:00\", \"2020-04-04 08:09:52.000000+00:00\", \"2022-01-23 17:17:12.000000+00:00\"], \"session_ids\": [\"b5a90272-5938-42c9-b752-38c406b89da3\", \"000687ed-5916-4e9d-b0db-e700aafb986b\", \"5572662a-137d-4402-98c6-74ff2c02e057\", \"a3d9e873-5cff-4450-ae68-0a71800b1d04\"], \"total_duration\": 190.0, \"total_sessions\": 4, \"mean_week_duration\": 1.138}, \"66300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-08 21:36:17.000000+00:00\", \"2023-03-16 14:06:20.000000+00:00\"], \"session_ids\": [\"61037ad6-c815-467e-92ff-ed1e93f0565b\", \"5be572e1-44b8-4e7c-8fb5-f75a50320d92\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.149}, \"72139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-14 02:12:00.000000+00:00\", \"2023-01-30 06:37:38.000000+00:00\", \"2021-11-10 22:28:08.000000+00:00\"], \"session_ids\": [\"eabb0a47-b44d-41f3-87b6-8c48bc29cfa5\", \"d9fd8a5e-e077-442e-a24a-fcf2431a8a58\", \"612df910-1dee-40a4-9e08-f75cc6d3a8fe\"], \"total_duration\": 492.0, \"total_sessions\": 3, \"mean_week_duration\": 4.432}, \"21973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2023-04-07 08:25:25.000000+00:00\", \"2021-01-16 05:27:01.000000+00:00\"], \"session_ids\": [\"4802378a-5ae7-4306-954f-474e842548b6\", \"74f1ea58-8270-447c-b03b-1b07a033785d\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.405}, \"75690\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-10 22:50:59.000000+00:00\", \"2019-06-12 07:45:11.000000+00:00\", \"2022-01-03 02:21:03.000000+00:00\", \"2022-09-26 20:41:16.000000+00:00\", \"2021-01-09 19:11:37.000000+00:00\", \"2020-06-10 01:38:52.000000+00:00\", \"2022-03-26 04:47:28.000000+00:00\", \"2019-03-29 05:06:28.000000+00:00\"], \"session_ids\": [\"17ce7675-2734-4c9c-b608-432794457f46\", \"5a315efd-a0b7-438b-a724-8992a97907ab\", \"fc958b08-6dc3-48ea-bb81-62766f4c8baa\", \"0734f8f4-fe79-421a-893c-c8bb7a9817ca\", \"6d5958f4-86b4-45d1-87db-beb2b19733df\", \"cea7fd7d-e90f-43f2-8595-dc3ede67b236\", \"45e89a14-8065-4585-9a5a-a540c7c94663\", \"54cde1ef-6f9d-4288-96ba-16fcf3df438b\"], \"total_duration\": 159.0, \"total_sessions\": 8, \"mean_week_duration\": 0.869}, \"76464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-07-15 20:14:54.000000+00:00\", \"2021-09-16 03:50:18.000000+00:00\", \"2019-12-08 13:28:40.000000+00:00\"], \"session_ids\": [\"fceaddce-4455-473c-9c2b-027ba3673bb3\", \"7a5f3ce4-9dfd-4dc2-b768-65b49b448909\", \"02050eaf-6d70-4f2d-b14c-50d9f1351053\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.968}, \"52623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-19 22:33:23.000000+00:00\", \"2022-02-22 14:35:22.000000+00:00\"], \"session_ids\": [\"f9b3e971-ada8-495a-9f37-a320265dd324\", \"dc3bfb27-6b41-4a9f-85c7-87cf5351863e\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 7.388}, \"78133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-08 08:42:15.000000+00:00\", \"2019-06-18 00:52:17.000000+00:00\", \"2022-08-08 07:40:31.000000+00:00\", \"2022-04-06 00:03:19.000000+00:00\", \"2020-07-06 02:44:57.000000+00:00\", \"2022-08-03 08:32:44.000000+00:00\", \"2020-10-11 17:11:16.000000+00:00\"], \"session_ids\": [\"a333652a-5abb-4733-a29a-a0b62b017e29\", \"e5a8877d-deac-4f76-8f44-338fbd7ffefa\", \"0e20fba9-37ce-41ec-a136-74acddb8d038\", \"4a02dca0-d964-41fd-84cf-c9aba90e2cec\", \"9a3421d0-6ad9-44dc-8715-9c70998bb1e1\", \"dffbe101-9d32-4b5e-b9b5-76ae1e60aea9\", \"adb1a223-9935-4977-8f9c-65ba6a27b181\"], \"total_duration\": 66.0, \"total_sessions\": 7, \"mean_week_duration\": 0.325}, \"88916\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-07-31 17:55:29.000000+00:00\", \"2019-06-06 11:41:15.000000+00:00\", \"2019-10-02 14:13:31.000000+00:00\"], \"session_ids\": [\"c674c914-c1b0-48b2-bef2-48e0c2b8f2fd\", \"38e64fb1-2ab8-4ebf-9a8c-0321a09543b3\", \"ac863cb9-a206-42aa-9c9e-05dd24c06bb6\"], \"total_duration\": 791.0, \"total_sessions\": 3, \"mean_week_duration\": 4.794}}\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 19 and are greater than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[19, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44556\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-16 12:56:08.000000+00:00\", \"2021-09-06 04:11:57.000000+00:00\", \"2019-10-15 03:36:49.000000+00:00\", \"2021-07-08 12:27:50.000000+00:00\"], \"session_ids\": [\"060e00d1-9f32-44e8-904b-d0d97ab4a156\", \"906b0e71-b5d7-41d5-88fc-a7e89ec836ec\", \"66ee3377-fbd4-419d-b242-4611d7812433\", \"4adb22b2-207d-4d20-95cb-8c0197feb497\"], \"total_duration\": 67.0, \"total_sessions\": 4, \"mean_week_duration\": 0.677}, \"81770\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-16 19:45:36.000000+00:00\", \"2020-12-27 03:30:11.000000+00:00\", \"2020-04-04 08:09:52.000000+00:00\", \"2022-01-23 17:17:12.000000+00:00\"], \"session_ids\": [\"b5a90272-5938-42c9-b752-38c406b89da3\", \"000687ed-5916-4e9d-b0db-e700aafb986b\", \"5572662a-137d-4402-98c6-74ff2c02e057\", \"a3d9e873-5cff-4450-ae68-0a71800b1d04\"], \"total_duration\": 190.0, \"total_sessions\": 4, \"mean_week_duration\": 1.138}, \"66300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-08 21:36:17.000000+00:00\", \"2023-03-16 14:06:20.000000+00:00\"], \"session_ids\": [\"61037ad6-c815-467e-92ff-ed1e93f0565b\", \"5be572e1-44b8-4e7c-8fb5-f75a50320d92\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.149}, \"72139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-14 02:12:00.000000+00:00\", \"2023-01-30 06:37:38.000000+00:00\", \"2021-11-10 22:28:08.000000+00:00\"], \"session_ids\": [\"eabb0a47-b44d-41f3-87b6-8c48bc29cfa5\", \"d9fd8a5e-e077-442e-a24a-fcf2431a8a58\", \"612df910-1dee-40a4-9e08-f75cc6d3a8fe\"], \"total_duration\": 492.0, \"total_sessions\": 3, \"mean_week_duration\": 4.432}, \"21973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2023-04-07 08:25:25.000000+00:00\", \"2021-01-16 05:27:01.000000+00:00\"], \"session_ids\": [\"4802378a-5ae7-4306-954f-474e842548b6\", \"74f1ea58-8270-447c-b03b-1b07a033785d\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.405}, \"75690\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-10 22:50:59.000000+00:00\", \"2019-06-12 07:45:11.000000+00:00\", \"2022-01-03 02:21:03.000000+00:00\", \"2022-09-26 20:41:16.000000+00:00\", \"2021-01-09 19:11:37.000000+00:00\", \"2020-06-10 01:38:52.000000+00:00\", \"2022-03-26 04:47:28.000000+00:00\", \"2019-03-29 05:06:28.000000+00:00\"], \"session_ids\": [\"17ce7675-2734-4c9c-b608-432794457f46\", \"5a315efd-a0b7-438b-a724-8992a97907ab\", \"fc958b08-6dc3-48ea-bb81-62766f4c8baa\", \"0734f8f4-fe79-421a-893c-c8bb7a9817ca\", \"6d5958f4-86b4-45d1-87db-beb2b19733df\", \"cea7fd7d-e90f-43f2-8595-dc3ede67b236\", \"45e89a14-8065-4585-9a5a-a540c7c94663\", \"54cde1ef-6f9d-4288-96ba-16fcf3df438b\"], \"total_duration\": 159.0, \"total_sessions\": 8, \"mean_week_duration\": 0.869}, \"76464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-07-15 20:14:54.000000+00:00\", \"2021-09-16 03:50:18.000000+00:00\", \"2019-12-08 13:28:40.000000+00:00\"], \"session_ids\": [\"fceaddce-4455-473c-9c2b-027ba3673bb3\", \"7a5f3ce4-9dfd-4dc2-b768-65b49b448909\", \"02050eaf-6d70-4f2d-b14c-50d9f1351053\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.968}, \"52623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-19 22:33:23.000000+00:00\", \"2022-02-22 14:35:22.000000+00:00\"], \"session_ids\": [\"f9b3e971-ada8-495a-9f37-a320265dd324\", \"dc3bfb27-6b41-4a9f-85c7-87cf5351863e\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 7.388}, \"78133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-08 08:42:15.000000+00:00\", \"2019-06-18 00:52:17.000000+00:00\", \"2022-08-08 07:40:31.000000+00:00\", \"2022-04-06 00:03:19.000000+00:00\", \"2020-07-06 02:44:57.000000+00:00\", \"2022-08-03 08:32:44.000000+00:00\", \"2020-10-11 17:11:16.000000+00:00\"], \"session_ids\": [\"a333652a-5abb-4733-a29a-a0b62b017e29\", \"e5a8877d-deac-4f76-8f44-338fbd7ffefa\", \"0e20fba9-37ce-41ec-a136-74acddb8d038\", \"4a02dca0-d964-41fd-84cf-c9aba90e2cec\", \"9a3421d0-6ad9-44dc-8715-9c70998bb1e1\", \"dffbe101-9d32-4b5e-b9b5-76ae1e60aea9\", \"adb1a223-9935-4977-8f9c-65ba6a27b181\"], \"total_duration\": 66.0, \"total_sessions\": 7, \"mean_week_duration\": 0.325}, \"88916\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-07-31 17:55:29.000000+00:00\", \"2019-06-06 11:41:15.000000+00:00\", \"2019-10-02 14:13:31.000000+00:00\"], \"session_ids\": [\"c674c914-c1b0-48b2-bef2-48e0c2b8f2fd\", \"38e64fb1-2ab8-4ebf-9a8c-0321a09543b3\", \"ac863cb9-a206-42aa-9c9e-05dd24c06bb6\"], \"total_duration\": 791.0, \"total_sessions\": 3, \"mean_week_duration\": 4.794}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"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[{\"66300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-08 21:36:17.000000+00:00\", \"2023-03-16 14:06:20.000000+00:00\"], \"session_ids\": [\"61037ad6-c815-467e-92ff-ed1e93f0565b\", \"5be572e1-44b8-4e7c-8fb5-f75a50320d92\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.149}}, {\"78133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-08 08:42:15.000000+00:00\", \"2019-06-18 00:52:17.000000+00:00\", \"2022-08-08 07:40:31.000000+00:00\", \"2022-04-06 00:03:19.000000+00:00\", \"2020-07-06 02:44:57.000000+00:00\", \"2022-08-03 08:32:44.000000+00:00\", \"2020-10-11 17:11:16.000000+00:00\"], \"session_ids\": [\"a333652a-5abb-4733-a29a-a0b62b017e29\", \"e5a8877d-deac-4f76-8f44-338fbd7ffefa\", \"0e20fba9-37ce-41ec-a136-74acddb8d038\", \"4a02dca0-d964-41fd-84cf-c9aba90e2cec\", \"9a3421d0-6ad9-44dc-8715-9c70998bb1e1\", \"dffbe101-9d32-4b5e-b9b5-76ae1e60aea9\", \"adb1a223-9935-4977-8f9c-65ba6a27b181\"], \"total_duration\": 66.0, \"total_sessions\": 7, \"mean_week_duration\": 0.325}}, {\"44556\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-16 12:56:08.000000+00:00\", \"2021-09-06 04:11:57.000000+00:00\", \"2019-10-15 03:36:49.000000+00:00\", \"2021-07-08 12:27:50.000000+00:00\"], \"session_ids\": [\"060e00d1-9f32-44e8-904b-d0d97ab4a156\", \"906b0e71-b5d7-41d5-88fc-a7e89ec836ec\", \"66ee3377-fbd4-419d-b242-4611d7812433\", \"4adb22b2-207d-4d20-95cb-8c0197feb497\"], \"total_duration\": 67.0, \"total_sessions\": 4, \"mean_week_duration\": 0.677}}, {\"75690\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-10 22:50:59.000000+00:00\", \"2019-06-12 07:45:11.000000+00:00\", \"2022-01-03 02:21:03.000000+00:00\", \"2022-09-26 20:41:16.000000+00:00\", \"2021-01-09 19:11:37.000000+00:00\", \"2020-06-10 01:38:52.000000+00:00\", \"2022-03-26 04:47:28.000000+00:00\", \"2019-03-29 05:06:28.000000+00:00\"], \"session_ids\": [\"17ce7675-2734-4c9c-b608-432794457f46\", \"5a315efd-a0b7-438b-a724-8992a97907ab\", \"fc958b08-6dc3-48ea-bb81-62766f4c8baa\", \"0734f8f4-fe79-421a-893c-c8bb7a9817ca\", \"6d5958f4-86b4-45d1-87db-beb2b19733df\", \"cea7fd7d-e90f-43f2-8595-dc3ede67b236\", \"45e89a14-8065-4585-9a5a-a540c7c94663\", \"54cde1ef-6f9d-4288-96ba-16fcf3df438b\"], \"total_duration\": 159.0, \"total_sessions\": 8, \"mean_week_duration\": 0.869}}, {\"76464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-07-15 20:14:54.000000+00:00\", \"2021-09-16 03:50:18.000000+00:00\", \"2019-12-08 13:28:40.000000+00:00\"], \"session_ids\": [\"fceaddce-4455-473c-9c2b-027ba3673bb3\", \"7a5f3ce4-9dfd-4dc2-b768-65b49b448909\", \"02050eaf-6d70-4f2d-b14c-50d9f1351053\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.968}}, {\"81770\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-16 19:45:36.000000+00:00\", \"2020-12-27 03:30:11.000000+00:00\", \"2020-04-04 08:09:52.000000+00:00\", \"2022-01-23 17:17:12.000000+00:00\"], \"session_ids\": [\"b5a90272-5938-42c9-b752-38c406b89da3\", \"000687ed-5916-4e9d-b0db-e700aafb986b\", \"5572662a-137d-4402-98c6-74ff2c02e057\", \"a3d9e873-5cff-4450-ae68-0a71800b1d04\"], \"total_duration\": 190.0, \"total_sessions\": 4, \"mean_week_duration\": 1.138}}, {\"21973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2023-04-07 08:25:25.000000+00:00\", \"2021-01-16 05:27:01.000000+00:00\"], \"session_ids\": [\"4802378a-5ae7-4306-954f-474e842548b6\", \"74f1ea58-8270-447c-b03b-1b07a033785d\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.405}}, {\"72139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-14 02:12:00.000000+00:00\", \"2023-01-30 06:37:38.000000+00:00\", \"2021-11-10 22:28:08.000000+00:00\"], \"session_ids\": [\"eabb0a47-b44d-41f3-87b6-8c48bc29cfa5\", \"d9fd8a5e-e077-442e-a24a-fcf2431a8a58\", \"612df910-1dee-40a4-9e08-f75cc6d3a8fe\"], \"total_duration\": 492.0, \"total_sessions\": 3, \"mean_week_duration\": 4.432}}, {\"88916\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-07-31 17:55:29.000000+00:00\", \"2019-06-06 11:41:15.000000+00:00\", \"2019-10-02 14:13:31.000000+00:00\"], \"session_ids\": [\"c674c914-c1b0-48b2-bef2-48e0c2b8f2fd\", \"38e64fb1-2ab8-4ebf-9a8c-0321a09543b3\", \"ac863cb9-a206-42aa-9c9e-05dd24c06bb6\"], \"total_duration\": 791.0, \"total_sessions\": 3, \"mean_week_duration\": 4.794}}, {\"52623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-19 22:33:23.000000+00:00\", \"2022-02-22 14:35:22.000000+00:00\"], \"session_ids\": [\"f9b3e971-ada8-495a-9f37-a320265dd324\", \"dc3bfb27-6b41-4a9f-85c7-87cf5351863e\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 7.388}}]\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[{\"66300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-08 21:36:17.000000+00:00\", \"2023-03-16 14:06:20.000000+00:00\"], \"session_ids\": [\"61037ad6-c815-467e-92ff-ed1e93f0565b\", \"5be572e1-44b8-4e7c-8fb5-f75a50320d92\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.149}}, {\"78133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-08 08:42:15.000000+00:00\", \"2019-06-18 00:52:17.000000+00:00\", \"2022-08-08 07:40:31.000000+00:00\", \"2022-04-06 00:03:19.000000+00:00\", \"2020-07-06 02:44:57.000000+00:00\", \"2022-08-03 08:32:44.000000+00:00\", \"2020-10-11 17:11:16.000000+00:00\"], \"session_ids\": [\"a333652a-5abb-4733-a29a-a0b62b017e29\", \"e5a8877d-deac-4f76-8f44-338fbd7ffefa\", \"0e20fba9-37ce-41ec-a136-74acddb8d038\", \"4a02dca0-d964-41fd-84cf-c9aba90e2cec\", \"9a3421d0-6ad9-44dc-8715-9c70998bb1e1\", \"dffbe101-9d32-4b5e-b9b5-76ae1e60aea9\", \"adb1a223-9935-4977-8f9c-65ba6a27b181\"], \"total_duration\": 66.0, \"total_sessions\": 7, \"mean_week_duration\": 0.325}}, {\"44556\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-16 12:56:08.000000+00:00\", \"2021-09-06 04:11:57.000000+00:00\", \"2019-10-15 03:36:49.000000+00:00\", \"2021-07-08 12:27:50.000000+00:00\"], \"session_ids\": [\"060e00d1-9f32-44e8-904b-d0d97ab4a156\", \"906b0e71-b5d7-41d5-88fc-a7e89ec836ec\", \"66ee3377-fbd4-419d-b242-4611d7812433\", \"4adb22b2-207d-4d20-95cb-8c0197feb497\"], \"total_duration\": 67.0, \"total_sessions\": 4, \"mean_week_duration\": 0.677}}, {\"75690\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-10 22:50:59.000000+00:00\", \"2019-06-12 07:45:11.000000+00:00\", \"2022-01-03 02:21:03.000000+00:00\", \"2022-09-26 20:41:16.000000+00:00\", \"2021-01-09 19:11:37.000000+00:00\", \"2020-06-10 01:38:52.000000+00:00\", \"2022-03-26 04:47:28.000000+00:00\", \"2019-03-29 05:06:28.000000+00:00\"], \"session_ids\": [\"17ce7675-2734-4c9c-b608-432794457f46\", \"5a315efd-a0b7-438b-a724-8992a97907ab\", \"fc958b08-6dc3-48ea-bb81-62766f4c8baa\", \"0734f8f4-fe79-421a-893c-c8bb7a9817ca\", \"6d5958f4-86b4-45d1-87db-beb2b19733df\", \"cea7fd7d-e90f-43f2-8595-dc3ede67b236\", \"45e89a14-8065-4585-9a5a-a540c7c94663\", \"54cde1ef-6f9d-4288-96ba-16fcf3df438b\"], \"total_duration\": 159.0, \"total_sessions\": 8, \"mean_week_duration\": 0.869}}, {\"76464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-07-15 20:14:54.000000+00:00\", \"2021-09-16 03:50:18.000000+00:00\", \"2019-12-08 13:28:40.000000+00:00\"], \"session_ids\": [\"fceaddce-4455-473c-9c2b-027ba3673bb3\", \"7a5f3ce4-9dfd-4dc2-b768-65b49b448909\", \"02050eaf-6d70-4f2d-b14c-50d9f1351053\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.968}}, {\"81770\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-16 19:45:36.000000+00:00\", \"2020-12-27 03:30:11.000000+00:00\", \"2020-04-04 08:09:52.000000+00:00\", \"2022-01-23 17:17:12.000000+00:00\"], \"session_ids\": [\"b5a90272-5938-42c9-b752-38c406b89da3\", \"000687ed-5916-4e9d-b0db-e700aafb986b\", \"5572662a-137d-4402-98c6-74ff2c02e057\", \"a3d9e873-5cff-4450-ae68-0a71800b1d04\"], \"total_duration\": 190.0, \"total_sessions\": 4, \"mean_week_duration\": 1.138}}, {\"21973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2023-04-07 08:25:25.000000+00:00\", \"2021-01-16 05:27:01.000000+00:00\"], \"session_ids\": [\"4802378a-5ae7-4306-954f-474e842548b6\", \"74f1ea58-8270-447c-b03b-1b07a033785d\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.405}}, {\"72139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-14 02:12:00.000000+00:00\", \"2023-01-30 06:37:38.000000+00:00\", \"2021-11-10 22:28:08.000000+00:00\"], \"session_ids\": [\"eabb0a47-b44d-41f3-87b6-8c48bc29cfa5\", \"d9fd8a5e-e077-442e-a24a-fcf2431a8a58\", \"612df910-1dee-40a4-9e08-f75cc6d3a8fe\"], \"total_duration\": 492.0, \"total_sessions\": 3, \"mean_week_duration\": 4.432}}, {\"88916\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-07-31 17:55:29.000000+00:00\", \"2019-06-06 11:41:15.000000+00:00\", \"2019-10-02 14:13:31.000000+00:00\"], \"session_ids\": [\"c674c914-c1b0-48b2-bef2-48e0c2b8f2fd\", \"38e64fb1-2ab8-4ebf-9a8c-0321a09543b3\", \"ac863cb9-a206-42aa-9c9e-05dd24c06bb6\"], \"total_duration\": 791.0, \"total_sessions\": 3, \"mean_week_duration\": 4.794}}, {\"52623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-19 22:33:23.000000+00:00\", \"2022-02-22 14:35:22.000000+00:00\"], \"session_ids\": [\"f9b3e971-ada8-495a-9f37-a320265dd324\", \"dc3bfb27-6b41-4a9f-85c7-87cf5351863e\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 7.388}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show user to me whose total_sessions is bigger than 3 and smaller than 6 (both not including) + carry out sorting by all sessions quantity form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-17 09:56:49.000000+00:00\", \"2022-01-18 23:03:03.000000+00:00\", \"2022-07-19 05:15:51.000000+00:00\", \"2023-03-23 15:08:36.000000+00:00\", \"2019-05-02 02:22:04.000000+00:00\", \"2019-12-24 20:19:59.000000+00:00\"], \"session_ids\": [\"df0cebe4-b7a6-4cab-bd9a-6720fe909e48\", \"914965f4-8574-4d6b-9981-f8eedaba08a5\", \"648bb917-812d-44f8-b727-cfb9215eb179\", \"d05ab7e2-8497-42f5-b7e5-1d7556455c50\", \"4581191d-8f6f-45ef-9912-ad553dd1064f\", \"f29ca8f6-39d4-4116-9f26-a94fcf8be8c3\"], \"total_duration\": 652.0, \"total_sessions\": 6, \"mean_week_duration\": 3.212}, \"62312\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-07 06:25:15.000000+00:00\", \"2022-04-20 15:25:59.000000+00:00\"], \"session_ids\": [\"af604f1f-2150-45e8-bef0-ab865e694631\", \"3d427e9c-1df9-4991-b8a3-74157a6c0211\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 1.179}, \"88361\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-06 08:26:08.000000+00:00\", \"2019-07-15 12:32:34.000000+00:00\", \"2021-11-11 10:18:40.000000+00:00\", \"2022-12-31 23:39:42.000000+00:00\", \"2019-01-12 14:11:11.000000+00:00\", \"2019-08-19 20:08:08.000000+00:00\"], \"session_ids\": [\"21529783-9c11-43c9-ae1d-6230be1ef370\", \"fabfc2d8-3401-4f47-b24e-36ce54d6a65b\", \"7f35a42c-b26b-4062-852c-485db4ab0468\", \"4ef85a69-d365-42c2-abc1-0df40552cb71\", \"69153770-9053-4d2b-8d80-e17c5b4e81af\", \"be72b174-0e55-405f-a695-f8c18d6c5513\"], \"total_duration\": 4037.0, \"total_sessions\": 6, \"mean_week_duration\": 19.502}, \"26962\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-09-19 11:32:24.000000+00:00\", \"2019-10-04 12:55:43.000000+00:00\"], \"session_ids\": [\"4f3567ac-179d-462a-970a-c7fc84e46a86\", \"a90a6157-a755-4ddf-b3c8-9cb612b29233\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 7.02}, \"40539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-02-14 00:50:56.000000+00:00\", \"2020-10-24 08:21:17.000000+00:00\"], \"session_ids\": [\"e55da34f-da5c-4f69-ac1d-005a2dbd6d71\", \"1fa34a45-e5c9-4325-915b-ff4a478db397\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 2.416}, \"95584\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-28 01:11:08.000000+00:00\", \"2019-06-24 20:25:46.000000+00:00\"], \"session_ids\": [\"595102f3-f2cd-4517-b8f7-8c9d4f24f5c2\", \"2e135910-2d9f-4ca1-b285-ae13e1b03c49\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.214}, \"93885\": {\"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\": \"San Juan\", \"datetimes\": [\"2021-03-17 00:46:31.000000+00:00\", \"2021-02-06 14:42:52.000000+00:00\", \"2021-02-05 12:41:06.000000+00:00\"], \"session_ids\": [\"2f909f3c-5932-47df-8da8-fb165878b953\", \"c2a4fc5d-8ea5-40bb-b324-3f8873167a2d\", \"868a90fc-7938-4984-a6e9-ec82d6a57951\"], \"total_duration\": 268.0, \"total_sessions\": 3, \"mean_week_duration\": 44.667}, \"78361\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-25 00:04:07.000000+00:00\", \"2020-11-16 06:31:23.000000+00:00\", \"2021-02-14 17:57:56.000000+00:00\", \"2019-03-19 18:32:10.000000+00:00\", \"2021-11-20 09:18:13.000000+00:00\", \"2022-09-26 16:46:03.000000+00:00\", \"2020-05-26 23:30:14.000000+00:00\"], \"session_ids\": [\"feb4ab7a-e9a1-4050-a6fa-436b053513d1\", \"93734c2a-11c6-4f1b-9219-ef9ab4bcb9d9\", \"3d36d8b7-23a8-4f35-87ba-535dca77ac37\", \"dc34296e-7fde-4d26-beb5-de16123b129d\", \"65653a68-febd-4402-bf7d-188ccf2515fd\", \"267d19e6-f15c-4157-a5fb-f12fe8702738\", \"bb76393e-f0d5-447d-8133-edfdee655d13\"], \"total_duration\": 371.0, \"total_sessions\": 7, \"mean_week_duration\": 2.016}, \"73974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-29 09:50:09.000000+00:00\", \"2021-04-25 06:58:15.000000+00:00\", \"2019-04-18 09:47:28.000000+00:00\"], \"session_ids\": [\"3d43a2aa-df88-43a5-a646-6a24f471e24f\", \"ffb27975-69f9-47dc-bfe8-4019dd775ed1\", \"5604a786-c919-4585-aa9c-de51f274c575\"], \"total_duration\": 657.0, \"total_sessions\": 3, \"mean_week_duration\": 6.198}, \"38945\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-27 02:38:15.000000+00:00\", \"2019-12-06 05:00:06.000000+00:00\", \"2023-03-02 12:08:43.000000+00:00\"], \"session_ids\": [\"26f0e106-c891-4233-b27f-6f2026a9a0b3\", \"d0c0996c-88e1-4d51-b977-fc62a30801a1\", \"22ff7dff-217f-4185-a4b6-8727e3bdaae4\"], \"total_duration\": 1077.0, \"total_sessions\": 3, \"mean_week_duration\": 6.373}}\n```\n"
}
] |
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