conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 6 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"6815\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-02 04:08:45.000000+00:00\", \"2019-12-14 12:50:59.000000+00:00\"], \"session_ids\": [\"20537301-a759-484e-a8ce-0dd63011b0ef\", \"6e0bf37a-9b57-46ec-9f9e-8898fe7a8396\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}}, {\"97766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-25 23:59:28.000000+00:00\", \"2020-07-24 23:29:46.000000+00:00\", \"2019-09-08 07:13:50.000000+00:00\"], \"session_ids\": [\"636e0113-db88-421b-9c32-349d250650f1\", \"f079925e-1979-4e28-a087-91eec41e5a7c\", \"f2a4f4fd-1480-4535-8ff4-b48e3f011327\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 1.618}}, {\"66607\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-03 12:00:27.000000+00:00\", \"2020-11-03 23:16:40.000000+00:00\"], \"session_ids\": [\"c0636126-8309-423f-91c2-85b6e8ecfa94\", \"75e9f728-2150-4238-9cf7-9ee241d71a46\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 2.615}}, {\"97110\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-31 16:54:52.000000+00:00\", \"2022-01-15 08:25:17.000000+00:00\"], \"session_ids\": [\"df8c7b7d-762e-411e-9a15-d359e467a08b\", \"b5213c70-e159-4dc3-a863-3372c9d24631\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 2.982}}, {\"47165\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-03 20:37:34.000000+00:00\", \"2019-09-20 10:38:55.000000+00:00\"], \"session_ids\": [\"fd4465ac-a014-4f57-84af-b68755e8c554\", \"3cddef9b-39ad-469d-92ca-3d46f5fdcec7\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"43564\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-04 02:43:47.000000+00:00\", \"2023-03-04 23:45:16.000000+00:00\", \"2021-04-10 19:55:16.000000+00:00\"], \"session_ids\": [\"0bde176e-e5df-4650-9dcf-831718397128\", \"1da10644-2fa7-48a7-98cc-6cb556547815\", \"de48a839-65cf-445c-b6b5-f8f0fa72d7b9\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 3.795}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"6815\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-02 04:08:45.000000+00:00\", \"2019-12-14 12:50:59.000000+00:00\"], \"session_ids\": [\"20537301-a759-484e-a8ce-0dd63011b0ef\", \"6e0bf37a-9b57-46ec-9f9e-8898fe7a8396\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}}, {\"97766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-25 23:59:28.000000+00:00\", \"2020-07-24 23:29:46.000000+00:00\", \"2019-09-08 07:13:50.000000+00:00\"], \"session_ids\": [\"636e0113-db88-421b-9c32-349d250650f1\", \"f079925e-1979-4e28-a087-91eec41e5a7c\", \"f2a4f4fd-1480-4535-8ff4-b48e3f011327\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 1.618}}, {\"66607\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-03 12:00:27.000000+00:00\", \"2020-11-03 23:16:40.000000+00:00\"], \"session_ids\": [\"c0636126-8309-423f-91c2-85b6e8ecfa94\", \"75e9f728-2150-4238-9cf7-9ee241d71a46\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 2.615}}, {\"97110\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-31 16:54:52.000000+00:00\", \"2022-01-15 08:25:17.000000+00:00\"], \"session_ids\": [\"df8c7b7d-762e-411e-9a15-d359e467a08b\", \"b5213c70-e159-4dc3-a863-3372c9d24631\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 2.982}}, {\"47165\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-03 20:37:34.000000+00:00\", \"2019-09-20 10:38:55.000000+00:00\"], \"session_ids\": [\"fd4465ac-a014-4f57-84af-b68755e8c554\", \"3cddef9b-39ad-469d-92ca-3d46f5fdcec7\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"43564\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-04 02:43:47.000000+00:00\", \"2023-03-04 23:45:16.000000+00:00\", \"2021-04-10 19:55:16.000000+00:00\"], \"session_ids\": [\"0bde176e-e5df-4650-9dcf-831718397128\", \"1da10644-2fa7-48a7-98cc-6cb556547815\", \"de48a839-65cf-445c-b6b5-f8f0fa72d7b9\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 3.795}}]\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[{\"6815\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-02 04:08:45.000000+00:00\", \"2019-12-14 12:50:59.000000+00:00\"], \"session_ids\": [\"20537301-a759-484e-a8ce-0dd63011b0ef\", \"6e0bf37a-9b57-46ec-9f9e-8898fe7a8396\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}}, {\"97766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-25 23:59:28.000000+00:00\", \"2020-07-24 23:29:46.000000+00:00\", \"2019-09-08 07:13:50.000000+00:00\"], \"session_ids\": [\"636e0113-db88-421b-9c32-349d250650f1\", \"f079925e-1979-4e28-a087-91eec41e5a7c\", \"f2a4f4fd-1480-4535-8ff4-b48e3f011327\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 1.618}}, {\"66607\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-03 12:00:27.000000+00:00\", \"2020-11-03 23:16:40.000000+00:00\"], \"session_ids\": [\"c0636126-8309-423f-91c2-85b6e8ecfa94\", \"75e9f728-2150-4238-9cf7-9ee241d71a46\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 2.615}}, {\"97110\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-31 16:54:52.000000+00:00\", \"2022-01-15 08:25:17.000000+00:00\"], \"session_ids\": [\"df8c7b7d-762e-411e-9a15-d359e467a08b\", \"b5213c70-e159-4dc3-a863-3372c9d24631\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 2.982}}, {\"47165\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-03 20:37:34.000000+00:00\", \"2019-09-20 10:38:55.000000+00:00\"], \"session_ids\": [\"fd4465ac-a014-4f57-84af-b68755e8c554\", \"3cddef9b-39ad-469d-92ca-3d46f5fdcec7\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"43564\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-04 02:43:47.000000+00:00\", \"2023-03-04 23:45:16.000000+00:00\", \"2021-04-10 19:55:16.000000+00:00\"], \"session_ids\": [\"0bde176e-e5df-4650-9dcf-831718397128\", \"1da10644-2fa7-48a7-98cc-6cb556547815\", \"de48a839-65cf-445c-b6b5-f8f0fa72d7b9\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 3.795}}]\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[{\"6815\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-02 04:08:45.000000+00:00\", \"2019-12-14 12:50:59.000000+00:00\"], \"session_ids\": [\"20537301-a759-484e-a8ce-0dd63011b0ef\", \"6e0bf37a-9b57-46ec-9f9e-8898fe7a8396\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}}, {\"97766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-25 23:59:28.000000+00:00\", \"2020-07-24 23:29:46.000000+00:00\", \"2019-09-08 07:13:50.000000+00:00\"], \"session_ids\": [\"636e0113-db88-421b-9c32-349d250650f1\", \"f079925e-1979-4e28-a087-91eec41e5a7c\", \"f2a4f4fd-1480-4535-8ff4-b48e3f011327\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 1.618}}, {\"66607\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-03 12:00:27.000000+00:00\", \"2020-11-03 23:16:40.000000+00:00\"], \"session_ids\": [\"c0636126-8309-423f-91c2-85b6e8ecfa94\", \"75e9f728-2150-4238-9cf7-9ee241d71a46\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 2.615}}, {\"97110\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-31 16:54:52.000000+00:00\", \"2022-01-15 08:25:17.000000+00:00\"], \"session_ids\": [\"df8c7b7d-762e-411e-9a15-d359e467a08b\", \"b5213c70-e159-4dc3-a863-3372c9d24631\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 2.982}}, {\"47165\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-03 20:37:34.000000+00:00\", \"2019-09-20 10:38:55.000000+00:00\"], \"session_ids\": [\"fd4465ac-a014-4f57-84af-b68755e8c554\", \"3cddef9b-39ad-469d-92ca-3d46f5fdcec7\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"43564\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-04 02:43:47.000000+00:00\", \"2023-03-04 23:45:16.000000+00:00\", \"2021-04-10 19:55:16.000000+00:00\"], \"session_ids\": [\"0bde176e-e5df-4650-9dcf-831718397128\", \"1da10644-2fa7-48a7-98cc-6cb556547815\", \"de48a839-65cf-445c-b6b5-f8f0fa72d7b9\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 3.795}}]\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 6 users to me who have total_duration larger than 791 inclusive , moreover perform sorting by duration of sessions per week in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31023\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-25 22:37:19.000000+00:00\", \"2021-05-16 15:59:39.000000+00:00\"], \"session_ids\": [\"e02df8e0-31ae-46f3-89d4-4c7f2bc891aa\", \"fa5fb2bc-3555-4856-80d1-a2f1d0182fd6\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 1.024}, \"88460\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-05-31 08:50:46.000000+00:00\", \"2020-12-08 04:37:17.000000+00:00\", \"2021-05-12 12:14:41.000000+00:00\", \"2021-10-21 05:30:27.000000+00:00\", \"2019-04-11 19:07:00.000000+00:00\", \"2023-05-03 00:25:09.000000+00:00\", \"2021-03-06 07:34:54.000000+00:00\", \"2021-03-31 17:14:23.000000+00:00\", \"2021-03-01 17:25:36.000000+00:00\"], \"session_ids\": [\"91991de2-c05b-43dc-aae1-6059a7538ca5\", \"3f6cfe27-1014-4c1e-9747-9f951ff35fc6\", \"f4efc486-544e-4203-aff8-c85c8f85b9ae\", \"22a8956c-22b4-4934-b9f5-f387b441fd37\", \"4b7a70f2-4ac6-408a-b365-67f4ab6d68e7\", \"41b2cb05-dd1e-4a1c-ac28-aa96a7384433\", \"0137afa9-797f-4df2-806f-60b35d3b68e4\", \"6fe7d3dd-681a-43cc-a885-54af626c95f9\", \"f34e1fcd-8396-49fd-9170-c229a90a0e0d\"], \"total_duration\": 8131.0, \"total_sessions\": 9, \"mean_week_duration\": 38.354}, \"3057\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-28 14:27:05.000000+00:00\", \"2022-06-22 07:17:24.000000+00:00\", \"2021-05-17 08:51:45.000000+00:00\"], \"session_ids\": [\"d471b000-dc74-4369-9058-4fdf30b04d2e\", \"3c0c7ee2-8872-4323-a2d5-aee5efcdb2ef\", \"9d29fa5a-a88b-429d-ae7e-dc418775bed5\"], \"total_duration\": 492.0, \"total_sessions\": 3, \"mean_week_duration\": 8.483}, \"54182\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-25 11:47:39.000000+00:00\", \"2021-03-24 16:14:31.000000+00:00\"], \"session_ids\": [\"8e980074-5867-48b3-a1cd-d92813fa2a44\", \"af298955-1456-476a-9390-4828e560003c\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.752}, \"33660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-02 18:23:21.000000+00:00\", \"2022-12-03 16:22:17.000000+00:00\", \"2022-02-19 09:51:29.000000+00:00\", \"2019-10-02 21:11:02.000000+00:00\"], \"session_ids\": [\"7a77d735-2da7-4d39-ac94-eba25de80d03\", \"9a015ba1-fab9-495f-a4e5-148577f4f70e\", \"5a44bce1-d12a-4b13-b3c1-ab2a61fdca17\", \"427ac55f-89fd-4297-b5c8-b7da93fbcd82\"], \"total_duration\": 493.0, \"total_sessions\": 4, \"mean_week_duration\": 2.97}, \"1343\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-05 08:13:27.000000+00:00\", \"2019-12-02 07:52:47.000000+00:00\"], \"session_ids\": [\"d9640106-a696-41f3-820f-fb50c1c17ff5\", \"4a140e22-1fdf-4358-a896-c8335424c576\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.37}, \"21822\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-05 16:59:35.000000+00:00\", \"2019-01-01 04:48:11.000000+00:00\", \"2020-04-01 02:38:16.000000+00:00\"], \"session_ids\": [\"d760786a-d9a4-41ca-bf40-7ee152260039\", \"f99f1b62-ba63-42e3-8066-776a6bc81c77\", \"8771623e-5b2c-4bb9-b3d3-caa0905a3309\"], \"total_duration\": 795.0, \"total_sessions\": 3, \"mean_week_duration\": 5.846}, \"78935\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-03-20 01:48:32.000000+00:00\", \"2021-07-26 20:40:34.000000+00:00\"], \"session_ids\": [\"f7fdc9c7-65e9-4f6e-86a0-db1b51e13c48\", \"53b77e1d-526e-4f95-9c0b-6e1de6561d90\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 6.353}, \"76768\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-15 01:36:47.000000+00:00\", \"2020-12-11 05:44:27.000000+00:00\"], \"session_ids\": [\"2fb64e31-38a6-4fc7-985f-095e40ae4f3e\", \"cc0a3d8d-5d1a-439f-bc77-943e2e9b3d43\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.372}, \"94499\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-02 10:15:32.000000+00:00\", \"2023-04-11 14:18:46.000000+00:00\", \"2021-07-08 14:45:35.000000+00:00\"], \"session_ids\": [\"f2708ad8-4fc5-404e-9766-7c317cd76350\", \"e873d8f7-021e-4394-8c27-9dcd5fe683bc\", \"53777c7d-6431-45e3-b413-c3dbfa6c6d22\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.978}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 791"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[791, 4924]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88460\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-05-31 08:50:46.000000+00:00\", \"2020-12-08 04:37:17.000000+00:00\", \"2021-05-12 12:14:41.000000+00:00\", \"2021-10-21 05:30:27.000000+00:00\", \"2019-04-11 19:07:00.000000+00:00\", \"2023-05-03 00:25:09.000000+00:00\", \"2021-03-06 07:34:54.000000+00:00\", \"2021-03-31 17:14:23.000000+00:00\", \"2021-03-01 17:25:36.000000+00:00\"], \"session_ids\": [\"91991de2-c05b-43dc-aae1-6059a7538ca5\", \"3f6cfe27-1014-4c1e-9747-9f951ff35fc6\", \"f4efc486-544e-4203-aff8-c85c8f85b9ae\", \"22a8956c-22b4-4934-b9f5-f387b441fd37\", \"4b7a70f2-4ac6-408a-b365-67f4ab6d68e7\", \"41b2cb05-dd1e-4a1c-ac28-aa96a7384433\", \"0137afa9-797f-4df2-806f-60b35d3b68e4\", \"6fe7d3dd-681a-43cc-a885-54af626c95f9\", \"f34e1fcd-8396-49fd-9170-c229a90a0e0d\"], \"total_duration\": 8131.0, \"total_sessions\": 9, \"mean_week_duration\": 38.354}, \"21822\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-05 16:59:35.000000+00:00\", \"2019-01-01 04:48:11.000000+00:00\", \"2020-04-01 02:38:16.000000+00:00\"], \"session_ids\": [\"d760786a-d9a4-41ca-bf40-7ee152260039\", \"f99f1b62-ba63-42e3-8066-776a6bc81c77\", \"8771623e-5b2c-4bb9-b3d3-caa0905a3309\"], \"total_duration\": 795.0, \"total_sessions\": 3, \"mean_week_duration\": 5.846}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88460\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-05-31 08:50:46.000000+00:00\", \"2020-12-08 04:37:17.000000+00:00\", \"2021-05-12 12:14:41.000000+00:00\", \"2021-10-21 05:30:27.000000+00:00\", \"2019-04-11 19:07:00.000000+00:00\", \"2023-05-03 00:25:09.000000+00:00\", \"2021-03-06 07:34:54.000000+00:00\", \"2021-03-31 17:14:23.000000+00:00\", \"2021-03-01 17:25:36.000000+00:00\"], \"session_ids\": [\"91991de2-c05b-43dc-aae1-6059a7538ca5\", \"3f6cfe27-1014-4c1e-9747-9f951ff35fc6\", \"f4efc486-544e-4203-aff8-c85c8f85b9ae\", \"22a8956c-22b4-4934-b9f5-f387b441fd37\", \"4b7a70f2-4ac6-408a-b365-67f4ab6d68e7\", \"41b2cb05-dd1e-4a1c-ac28-aa96a7384433\", \"0137afa9-797f-4df2-806f-60b35d3b68e4\", \"6fe7d3dd-681a-43cc-a885-54af626c95f9\", \"f34e1fcd-8396-49fd-9170-c229a90a0e0d\"], \"total_duration\": 8131.0, \"total_sessions\": 9, \"mean_week_duration\": 38.354}}, {\"21822\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-05 16:59:35.000000+00:00\", \"2019-01-01 04:48:11.000000+00:00\", \"2020-04-01 02:38:16.000000+00:00\"], \"session_ids\": [\"d760786a-d9a4-41ca-bf40-7ee152260039\", \"f99f1b62-ba63-42e3-8066-776a6bc81c77\", \"8771623e-5b2c-4bb9-b3d3-caa0905a3309\"], \"total_duration\": 795.0, \"total_sessions\": 3, \"mean_week_duration\": 5.846}}]\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[{\"88460\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-05-31 08:50:46.000000+00:00\", \"2020-12-08 04:37:17.000000+00:00\", \"2021-05-12 12:14:41.000000+00:00\", \"2021-10-21 05:30:27.000000+00:00\", \"2019-04-11 19:07:00.000000+00:00\", \"2023-05-03 00:25:09.000000+00:00\", \"2021-03-06 07:34:54.000000+00:00\", \"2021-03-31 17:14:23.000000+00:00\", \"2021-03-01 17:25:36.000000+00:00\"], \"session_ids\": [\"91991de2-c05b-43dc-aae1-6059a7538ca5\", \"3f6cfe27-1014-4c1e-9747-9f951ff35fc6\", \"f4efc486-544e-4203-aff8-c85c8f85b9ae\", \"22a8956c-22b4-4934-b9f5-f387b441fd37\", \"4b7a70f2-4ac6-408a-b365-67f4ab6d68e7\", \"41b2cb05-dd1e-4a1c-ac28-aa96a7384433\", \"0137afa9-797f-4df2-806f-60b35d3b68e4\", \"6fe7d3dd-681a-43cc-a885-54af626c95f9\", \"f34e1fcd-8396-49fd-9170-c229a90a0e0d\"], \"total_duration\": 8131.0, \"total_sessions\": 9, \"mean_week_duration\": 38.354}}, {\"21822\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-05 16:59:35.000000+00:00\", \"2019-01-01 04:48:11.000000+00:00\", \"2020-04-01 02:38:16.000000+00:00\"], \"session_ids\": [\"d760786a-d9a4-41ca-bf40-7ee152260039\", \"f99f1b62-ba63-42e3-8066-776a6bc81c77\", \"8771623e-5b2c-4bb9-b3d3-caa0905a3309\"], \"total_duration\": 795.0, \"total_sessions\": 3, \"mean_week_duration\": 5.846}}]\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[{\"88460\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-05-31 08:50:46.000000+00:00\", \"2020-12-08 04:37:17.000000+00:00\", \"2021-05-12 12:14:41.000000+00:00\", \"2021-10-21 05:30:27.000000+00:00\", \"2019-04-11 19:07:00.000000+00:00\", \"2023-05-03 00:25:09.000000+00:00\", \"2021-03-06 07:34:54.000000+00:00\", \"2021-03-31 17:14:23.000000+00:00\", \"2021-03-01 17:25:36.000000+00:00\"], \"session_ids\": [\"91991de2-c05b-43dc-aae1-6059a7538ca5\", \"3f6cfe27-1014-4c1e-9747-9f951ff35fc6\", \"f4efc486-544e-4203-aff8-c85c8f85b9ae\", \"22a8956c-22b4-4934-b9f5-f387b441fd37\", \"4b7a70f2-4ac6-408a-b365-67f4ab6d68e7\", \"41b2cb05-dd1e-4a1c-ac28-aa96a7384433\", \"0137afa9-797f-4df2-806f-60b35d3b68e4\", \"6fe7d3dd-681a-43cc-a885-54af626c95f9\", \"f34e1fcd-8396-49fd-9170-c229a90a0e0d\"], \"total_duration\": 8131.0, \"total_sessions\": 9, \"mean_week_duration\": 38.354}}, {\"21822\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-05 16:59:35.000000+00:00\", \"2019-01-01 04:48:11.000000+00:00\", \"2020-04-01 02:38:16.000000+00:00\"], \"session_ids\": [\"d760786a-d9a4-41ca-bf40-7ee152260039\", \"f99f1b62-ba63-42e3-8066-776a6bc81c77\", \"8771623e-5b2c-4bb9-b3d3-caa0905a3309\"], \"total_duration\": 795.0, \"total_sessions\": 3, \"mean_week_duration\": 5.846}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users whose time in app per week is bigger than 25 also sort by urban title from the smallest to the largest , moreover provide me only with 2 pieces of information."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25684\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-18 10:51:16.000000+00:00\", \"2022-05-14 12:08:35.000000+00:00\"], \"session_ids\": [\"db5c638e-572c-424d-9d8b-2d821d9667a1\", \"218c6604-4d09-4279-89a2-644860453afc\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 2.646}, \"19939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-03-22 09:21:19.000000+00:00\", \"2019-03-31 21:17:55.000000+00:00\", \"2022-09-18 09:40:32.000000+00:00\", \"2019-11-21 11:33:04.000000+00:00\", \"2020-09-25 07:44:22.000000+00:00\", \"2020-05-04 01:21:16.000000+00:00\", \"2020-05-06 01:23:55.000000+00:00\", \"2023-02-04 02:09:03.000000+00:00\", \"2021-09-25 06:28:29.000000+00:00\", \"2023-04-15 05:37:58.000000+00:00\"], \"session_ids\": [\"90d80f44-581d-4b7d-8023-7e77d5b59f38\", \"b54809ad-5671-4d45-9af5-1a2a4c4b5b3e\", \"8b3a16f6-f46e-435b-880e-3e4170bef772\", \"ad89c01d-718c-4b4b-9ec9-f5a4c0b8ed6d\", \"1b3a3b64-0b4b-4559-a96d-973e8bdad077\", \"a6a3ddf2-6a1e-48a3-8ca3-0fa0f27c22df\", \"8a461eb8-c9ce-4c46-9b46-d32ea41303c0\", \"8655df3b-a04c-422b-9589-22ce81e30147\", \"a34c55b5-4f1f-4559-9f9b-b2ac979a44eb\", \"e83168be-6e6c-4458-b067-a8d44f46599d\"], \"total_duration\": 30657.0, \"total_sessions\": 10, \"mean_week_duration\": 145.294}, \"91748\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-09 22:10:05.000000+00:00\", \"2020-12-11 16:09:46.000000+00:00\"], \"session_ids\": [\"ed789bda-b8b7-4975-a9a9-0689511db373\", \"6cc3d63d-d6de-4140-a94f-7028095e3d8a\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}, \"43631\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-26 13:07:03.000000+00:00\", \"2022-03-03 09:13:47.000000+00:00\", \"2021-03-02 18:00:38.000000+00:00\", \"2019-07-17 12:30:51.000000+00:00\", \"2022-02-02 09:39:02.000000+00:00\", \"2019-01-12 23:13:03.000000+00:00\", \"2019-07-12 22:40:31.000000+00:00\", \"2020-08-30 04:31:20.000000+00:00\", \"2021-12-12 09:45:08.000000+00:00\", \"2020-06-30 18:46:19.000000+00:00\"], \"session_ids\": [\"dac46cda-275c-4030-bd65-e7731adc46cf\", \"6c0a4bbb-7cf3-472e-b988-79cd55723678\", \"369d24d6-9f9f-4925-8a57-e9dbafb764f0\", \"ffb7d288-4028-4f42-a1c5-cb335e7e126e\", \"39f08234-b446-43c4-bc6e-441fe7c6e41d\", \"9b760f34-4361-4c9f-8803-be5bb9fe81e6\", \"7e6952e2-2326-49aa-9c56-268b9d9972f5\", \"32e83515-5432-4920-ad27-2832581a2a04\", \"9ef445ba-e0af-4ea7-b088-c42f2bf33970\", \"c8f577bb-4b7d-451a-813b-059bfd4ca09e\"], \"total_duration\": 1357.0, \"total_sessions\": 10, \"mean_week_duration\": 6.196}, \"70481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-01-07 15:51:17.000000+00:00\", \"2019-02-04 23:44:15.000000+00:00\", \"2022-06-30 14:33:26.000000+00:00\", \"2021-09-27 01:51:36.000000+00:00\", \"2019-12-24 15:50:44.000000+00:00\", \"2022-08-12 19:30:58.000000+00:00\", \"2021-03-22 10:06:32.000000+00:00\"], \"session_ids\": [\"78bb43c6-8814-423b-bd4b-a1341126fb19\", \"3b898cdc-62d3-4535-baff-d53a4d98bc48\", \"bae28efa-12e6-4036-9048-468f346af524\", \"c0b8a6a1-caa6-4314-9a72-245861696ae2\", \"fa7ad804-9576-4632-bd06-4c23adbb5540\", \"665c21d5-1f07-406b-9012-27744a269c7f\", \"cd475c61-919a-42f6-8380-fe744d67f5bb\"], \"total_duration\": 9424.0, \"total_sessions\": 7, \"mean_week_duration\": 51.217}, \"21257\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-03 17:48:14.000000+00:00\", \"2020-03-29 14:32:14.000000+00:00\"], \"session_ids\": [\"402cd1e1-2c22-418c-b4f0-8a492a82d9f8\", \"5b90704d-597b-4570-8a16-38ead2efc0e6\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"38937\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-17 00:03:19.000000+00:00\", \"2023-02-02 20:28:42.000000+00:00\"], \"session_ids\": [\"aa79f472-938f-492a-a919-edf0e19ebf75\", \"99c9dd21-21a0-4c79-b472-ad764ce5f999\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 2.37}, \"26351\": {\"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\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-03 05:39:26.000000+00:00\", \"2019-12-07 18:51:04.000000+00:00\", \"2019-08-04 04:38:04.000000+00:00\"], \"session_ids\": [\"d608e2ed-8c9b-48ca-bd06-baf26b64d1d2\", \"c7f3d09f-8891-489d-abac-9db9bd63b165\", \"e2832d4e-30b1-49b9-9b6b-b699ac1d2382\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.105}, \"30076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-11 02:33:41.000000+00:00\", \"2019-06-02 13:22:55.000000+00:00\"], \"session_ids\": [\"5223b070-7fc3-4952-a111-5a164b3e4c7f\", \"c78829e3-d369-4cf9-8346-bd64cc5f6fd8\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 14.048}, \"61792\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-05-13 02:00:27.000000+00:00\", \"2021-06-26 20:00:21.000000+00:00\", \"2019-02-10 04:21:54.000000+00:00\", \"2019-06-27 04:14:46.000000+00:00\", \"2022-06-30 18:59:43.000000+00:00\"], \"session_ids\": [\"64cedd0a-e7c7-4896-855c-03c750fdeb43\", \"e5aa24bd-e8cf-4fde-ad52-23c9af3bc774\", \"412f18ac-0538-4f20-94a2-c5e1b3856344\", \"7d8e938c-4d2c-4af8-b8d6-141cc1e9309a\", \"5991eac2-f70d-4190-8b79-9eb67a00b503\"], \"total_duration\": 2179.0, \"total_sessions\": 5, \"mean_week_duration\": 12.311}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[25, 39]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-03-22 09:21:19.000000+00:00\", \"2019-03-31 21:17:55.000000+00:00\", \"2022-09-18 09:40:32.000000+00:00\", \"2019-11-21 11:33:04.000000+00:00\", \"2020-09-25 07:44:22.000000+00:00\", \"2020-05-04 01:21:16.000000+00:00\", \"2020-05-06 01:23:55.000000+00:00\", \"2023-02-04 02:09:03.000000+00:00\", \"2021-09-25 06:28:29.000000+00:00\", \"2023-04-15 05:37:58.000000+00:00\"], \"session_ids\": [\"90d80f44-581d-4b7d-8023-7e77d5b59f38\", \"b54809ad-5671-4d45-9af5-1a2a4c4b5b3e\", \"8b3a16f6-f46e-435b-880e-3e4170bef772\", \"ad89c01d-718c-4b4b-9ec9-f5a4c0b8ed6d\", \"1b3a3b64-0b4b-4559-a96d-973e8bdad077\", \"a6a3ddf2-6a1e-48a3-8ca3-0fa0f27c22df\", \"8a461eb8-c9ce-4c46-9b46-d32ea41303c0\", \"8655df3b-a04c-422b-9589-22ce81e30147\", \"a34c55b5-4f1f-4559-9f9b-b2ac979a44eb\", \"e83168be-6e6c-4458-b067-a8d44f46599d\"], \"total_duration\": 30657.0, \"total_sessions\": 10, \"mean_week_duration\": 145.294}, \"70481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-01-07 15:51:17.000000+00:00\", \"2019-02-04 23:44:15.000000+00:00\", \"2022-06-30 14:33:26.000000+00:00\", \"2021-09-27 01:51:36.000000+00:00\", \"2019-12-24 15:50:44.000000+00:00\", \"2022-08-12 19:30:58.000000+00:00\", \"2021-03-22 10:06:32.000000+00:00\"], \"session_ids\": [\"78bb43c6-8814-423b-bd4b-a1341126fb19\", \"3b898cdc-62d3-4535-baff-d53a4d98bc48\", \"bae28efa-12e6-4036-9048-468f346af524\", \"c0b8a6a1-caa6-4314-9a72-245861696ae2\", \"fa7ad804-9576-4632-bd06-4c23adbb5540\", \"665c21d5-1f07-406b-9012-27744a269c7f\", \"cd475c61-919a-42f6-8380-fe744d67f5bb\"], \"total_duration\": 9424.0, \"total_sessions\": 7, \"mean_week_duration\": 51.217}}\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[{\"19939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-03-22 09:21:19.000000+00:00\", \"2019-03-31 21:17:55.000000+00:00\", \"2022-09-18 09:40:32.000000+00:00\", \"2019-11-21 11:33:04.000000+00:00\", \"2020-09-25 07:44:22.000000+00:00\", \"2020-05-04 01:21:16.000000+00:00\", \"2020-05-06 01:23:55.000000+00:00\", \"2023-02-04 02:09:03.000000+00:00\", \"2021-09-25 06:28:29.000000+00:00\", \"2023-04-15 05:37:58.000000+00:00\"], \"session_ids\": [\"90d80f44-581d-4b7d-8023-7e77d5b59f38\", \"b54809ad-5671-4d45-9af5-1a2a4c4b5b3e\", \"8b3a16f6-f46e-435b-880e-3e4170bef772\", \"ad89c01d-718c-4b4b-9ec9-f5a4c0b8ed6d\", \"1b3a3b64-0b4b-4559-a96d-973e8bdad077\", \"a6a3ddf2-6a1e-48a3-8ca3-0fa0f27c22df\", \"8a461eb8-c9ce-4c46-9b46-d32ea41303c0\", \"8655df3b-a04c-422b-9589-22ce81e30147\", \"a34c55b5-4f1f-4559-9f9b-b2ac979a44eb\", \"e83168be-6e6c-4458-b067-a8d44f46599d\"], \"total_duration\": 30657.0, \"total_sessions\": 10, \"mean_week_duration\": 145.294}}, {\"70481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-01-07 15:51:17.000000+00:00\", \"2019-02-04 23:44:15.000000+00:00\", \"2022-06-30 14:33:26.000000+00:00\", \"2021-09-27 01:51:36.000000+00:00\", \"2019-12-24 15:50:44.000000+00:00\", \"2022-08-12 19:30:58.000000+00:00\", \"2021-03-22 10:06:32.000000+00:00\"], \"session_ids\": [\"78bb43c6-8814-423b-bd4b-a1341126fb19\", \"3b898cdc-62d3-4535-baff-d53a4d98bc48\", \"bae28efa-12e6-4036-9048-468f346af524\", \"c0b8a6a1-caa6-4314-9a72-245861696ae2\", \"fa7ad804-9576-4632-bd06-4c23adbb5540\", \"665c21d5-1f07-406b-9012-27744a269c7f\", \"cd475c61-919a-42f6-8380-fe744d67f5bb\"], \"total_duration\": 9424.0, \"total_sessions\": 7, \"mean_week_duration\": 51.217}}]\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[{\"19939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-03-22 09:21:19.000000+00:00\", \"2019-03-31 21:17:55.000000+00:00\", \"2022-09-18 09:40:32.000000+00:00\", \"2019-11-21 11:33:04.000000+00:00\", \"2020-09-25 07:44:22.000000+00:00\", \"2020-05-04 01:21:16.000000+00:00\", \"2020-05-06 01:23:55.000000+00:00\", \"2023-02-04 02:09:03.000000+00:00\", \"2021-09-25 06:28:29.000000+00:00\", \"2023-04-15 05:37:58.000000+00:00\"], \"session_ids\": [\"90d80f44-581d-4b7d-8023-7e77d5b59f38\", \"b54809ad-5671-4d45-9af5-1a2a4c4b5b3e\", \"8b3a16f6-f46e-435b-880e-3e4170bef772\", \"ad89c01d-718c-4b4b-9ec9-f5a4c0b8ed6d\", \"1b3a3b64-0b4b-4559-a96d-973e8bdad077\", \"a6a3ddf2-6a1e-48a3-8ca3-0fa0f27c22df\", \"8a461eb8-c9ce-4c46-9b46-d32ea41303c0\", \"8655df3b-a04c-422b-9589-22ce81e30147\", \"a34c55b5-4f1f-4559-9f9b-b2ac979a44eb\", \"e83168be-6e6c-4458-b067-a8d44f46599d\"], \"total_duration\": 30657.0, \"total_sessions\": 10, \"mean_week_duration\": 145.294}}, {\"70481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-01-07 15:51:17.000000+00:00\", \"2019-02-04 23:44:15.000000+00:00\", \"2022-06-30 14:33:26.000000+00:00\", \"2021-09-27 01:51:36.000000+00:00\", \"2019-12-24 15:50:44.000000+00:00\", \"2022-08-12 19:30:58.000000+00:00\", \"2021-03-22 10:06:32.000000+00:00\"], \"session_ids\": [\"78bb43c6-8814-423b-bd4b-a1341126fb19\", \"3b898cdc-62d3-4535-baff-d53a4d98bc48\", \"bae28efa-12e6-4036-9048-468f346af524\", \"c0b8a6a1-caa6-4314-9a72-245861696ae2\", \"fa7ad804-9576-4632-bd06-4c23adbb5540\", \"665c21d5-1f07-406b-9012-27744a269c7f\", \"cd475c61-919a-42f6-8380-fe744d67f5bb\"], \"total_duration\": 9424.0, \"total_sessions\": 7, \"mean_week_duration\": 51.217}}]\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[{\"19939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-03-22 09:21:19.000000+00:00\", \"2019-03-31 21:17:55.000000+00:00\", \"2022-09-18 09:40:32.000000+00:00\", \"2019-11-21 11:33:04.000000+00:00\", \"2020-09-25 07:44:22.000000+00:00\", \"2020-05-04 01:21:16.000000+00:00\", \"2020-05-06 01:23:55.000000+00:00\", \"2023-02-04 02:09:03.000000+00:00\", \"2021-09-25 06:28:29.000000+00:00\", \"2023-04-15 05:37:58.000000+00:00\"], \"session_ids\": [\"90d80f44-581d-4b7d-8023-7e77d5b59f38\", \"b54809ad-5671-4d45-9af5-1a2a4c4b5b3e\", \"8b3a16f6-f46e-435b-880e-3e4170bef772\", \"ad89c01d-718c-4b4b-9ec9-f5a4c0b8ed6d\", \"1b3a3b64-0b4b-4559-a96d-973e8bdad077\", \"a6a3ddf2-6a1e-48a3-8ca3-0fa0f27c22df\", \"8a461eb8-c9ce-4c46-9b46-d32ea41303c0\", \"8655df3b-a04c-422b-9589-22ce81e30147\", \"a34c55b5-4f1f-4559-9f9b-b2ac979a44eb\", \"e83168be-6e6c-4458-b067-a8d44f46599d\"], \"total_duration\": 30657.0, \"total_sessions\": 10, \"mean_week_duration\": 145.294}}, {\"70481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-01-07 15:51:17.000000+00:00\", \"2019-02-04 23:44:15.000000+00:00\", \"2022-06-30 14:33:26.000000+00:00\", \"2021-09-27 01:51:36.000000+00:00\", \"2019-12-24 15:50:44.000000+00:00\", \"2022-08-12 19:30:58.000000+00:00\", \"2021-03-22 10:06:32.000000+00:00\"], \"session_ids\": [\"78bb43c6-8814-423b-bd4b-a1341126fb19\", \"3b898cdc-62d3-4535-baff-d53a4d98bc48\", \"bae28efa-12e6-4036-9048-468f346af524\", \"c0b8a6a1-caa6-4314-9a72-245861696ae2\", \"fa7ad804-9576-4632-bd06-4c23adbb5540\", \"665c21d5-1f07-406b-9012-27744a269c7f\", \"cd475c61-919a-42f6-8380-fe744d67f5bb\"], \"total_duration\": 9424.0, \"total_sessions\": 7, \"mean_week_duration\": 51.217}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me users pieces of information who are folks of cities Cape Town, Prague, Rome, Santiago , moreover execute sorting by total sessions form the lowest to the highest."
}
] |
[
{
"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{\"61499\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-02-11 14:44:31.000000+00:00\", \"2021-03-15 23:17:10.000000+00:00\"], \"session_ids\": [\"9bb8c0d0-b389-4d41-a164-e366901fac2f\", \"5afe854e-96b0-4fbd-b759-942e0cf72fd8\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 46.6}, \"30407\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 6}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-20 03:23:38.000000+00:00\", \"2022-06-18 13:15:15.000000+00:00\"], \"session_ids\": [\"7c7a4fc3-2696-4358-9c62-e54c26d76afb\", \"ad9d6196-b578-4063-8b6c-b98865e4ce03\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 3.489}, \"61480\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-10-29 19:52:15.000000+00:00\", \"2021-03-23 05:49:45.000000+00:00\"], \"session_ids\": [\"5afe97b4-2700-47f9-bc51-050d14113e95\", \"55dad864-8e13-40f5-adbf-91ed7ea6b981\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.466}, \"86033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-09 13:10:34.000000+00:00\", \"2019-08-15 16:17:34.000000+00:00\", \"2021-02-08 05:04:55.000000+00:00\", \"2021-03-02 01:41:56.000000+00:00\"], \"session_ids\": [\"1326634b-c395-48b1-8ddf-5a8a81f9c2f0\", \"e78e9f6c-615a-4785-b8fc-46f1411d6879\", \"f410859e-f6bf-444b-860c-22c2dc44407a\", \"9c7edc33-48a7-4c3c-9180-a66d8285a889\"], \"total_duration\": 108.0, \"total_sessions\": 4, \"mean_week_duration\": 1.256}, \"10267\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-20 07:41:16.000000+00:00\", \"2020-03-16 01:28:30.000000+00:00\", \"2019-11-05 06:18:10.000000+00:00\", \"2020-08-23 01:37:11.000000+00:00\"], \"session_ids\": [\"1ebc5321-7919-4a7f-9f85-0a2ca27f8049\", \"99009e97-a36c-44a9-9369-3629ed8357fe\", \"44e1c1d5-2c1a-4f8f-b226-5fe8f1ce84eb\", \"4763e754-2e9f-4275-bb8b-a35124ce94dc\"], \"total_duration\": 2005.0, \"total_sessions\": 4, \"mean_week_duration\": 23.588}, \"1712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-19 10:29:24.000000+00:00\", \"2022-09-20 22:31:22.000000+00:00\"], \"session_ids\": [\"49619230-3d7e-48cb-a247-a7d829372784\", \"2b66b270-72b2-4a59-9e21-2d51817711f5\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 10.25}, \"54706\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-08-27 08:19:10.000000+00:00\", \"2022-09-07 23:09:11.000000+00:00\"], \"session_ids\": [\"59b07b28-c4fd-432c-b590-8f6c0e119633\", \"cfc03460-f556-4b2a-ad61-c7e6f3494fd7\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 61.0}, \"58079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-25 08:54:21.000000+00:00\", \"2020-02-27 06:12:38.000000+00:00\", \"2019-02-17 04:41:34.000000+00:00\"], \"session_ids\": [\"dd9020da-7378-47d9-bf11-27ac2336b8cd\", \"5c226b09-115b-415c-a25e-e4786591ab0b\", \"5b3aaa99-3ab8-4e97-8319-df86b27796bb\"], \"total_duration\": 204.0, \"total_sessions\": 3, \"mean_week_duration\": 1.259}, \"72753\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-06 23:08:57.000000+00:00\", \"2020-09-22 12:26:42.000000+00:00\", \"2019-10-04 08:07:43.000000+00:00\", \"2019-11-27 01:41:49.000000+00:00\", \"2020-10-07 00:34:36.000000+00:00\", \"2021-04-10 05:18:04.000000+00:00\"], \"session_ids\": [\"21c594d8-2aa3-48c0-8788-66aa6e570d9d\", \"e1c2765c-794c-403a-805b-94a4f18fe4ef\", \"f95a004d-c043-4abd-a19c-755f8c0b694a\", \"a86430f3-f637-447c-b971-66c25746916d\", \"43ffa3ed-51c6-4307-a4c3-61a61227a69c\", \"379e1679-4a31-4e33-94a6-e554ec903565\"], \"total_duration\": 187.0, \"total_sessions\": 6, \"mean_week_duration\": 1.069}, \"38502\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-09 09:49:14.000000+00:00\", \"2020-07-12 12:38:58.000000+00:00\", \"2020-10-31 21:50:04.000000+00:00\"], \"session_ids\": [\"58f51fe8-f8be-4032-9c34-3f34b7f0e2ab\", \"2fbfe05b-fa35-4047-af2a-49cd00eb8a9d\", \"7cce1351-0b3d-48cb-b93b-8d653ed3690b\"], \"total_duration\": 466.0, \"total_sessions\": 3, \"mean_week_duration\": 10.837}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Cape Town, Prague, Rome, Santiago"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Cape Town\", \"Prague\", \"Rome\", \"Santiago\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 8 users whose duration summation is strictly less than 1294 as well as perform sorting by count of sessions in asc plus provide me only with 2 pieces of data."
}
] |
[
{
"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{\"98172\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-22 16:44:39.000000+00:00\", \"2023-04-10 15:11:50.000000+00:00\", \"2023-03-29 10:11:21.000000+00:00\", \"2023-06-10 23:11:50.000000+00:00\", \"2019-06-11 08:24:28.000000+00:00\", \"2021-12-02 00:14:50.000000+00:00\", \"2021-10-02 05:20:26.000000+00:00\", \"2019-09-02 23:10:35.000000+00:00\"], \"session_ids\": [\"9b09ba62-457f-4cd1-8404-1ac42dbf2e90\", \"f1eb4cee-82c6-48cd-ae8b-7b850e89f68c\", \"4b4374a6-3180-4da1-b1a5-d4024a70a873\", \"c0d6435a-4add-45d5-89df-4e5fd76aa3cc\", \"e462a4bb-8ba4-4b03-b839-a68e1b523614\", \"207548ae-d45c-451e-95cf-7a15b535eacd\", \"c42507cd-211f-4524-91cc-cc2e425b72e3\", \"2dfd00a6-f737-4ce2-8cbd-8c5ea62382d4\"], \"total_duration\": 1475.0, \"total_sessions\": 8, \"mean_week_duration\": 7.057}, \"29094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-21 22:21:06.000000+00:00\", \"2021-05-10 01:31:46.000000+00:00\"], \"session_ids\": [\"98bee3dd-1b7e-4fe3-891f-9786380219d5\", \"8e77645b-9913-4f70-a8e9-c6608223f102\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.901}, \"92940\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-06-13 12:21:07.000000+00:00\", \"2022-10-26 23:54:01.000000+00:00\", \"2020-02-06 01:43:58.000000+00:00\", \"2020-11-25 15:16:33.000000+00:00\", \"2021-08-01 22:36:24.000000+00:00\", \"2022-09-02 18:54:28.000000+00:00\", \"2022-02-12 08:53:14.000000+00:00\"], \"session_ids\": [\"9a55e9f7-29e8-4b50-95f3-09d241b6c970\", \"a82e58c2-f6d8-48fa-8a8c-1b2f1f4edb74\", \"d8cbbd81-55c8-4faa-bc40-1567cdf61b6e\", \"4f385ce4-f5af-4fdf-8da1-2c4ae66c2a75\", \"1f67c9b4-5b85-4df7-968c-bd1f6641478d\", \"69c8fe79-ed18-4071-a53c-516820f107de\", \"1d6bcb10-3685-4e29-88a9-f94ebff6a8e5\"], \"total_duration\": 1018.0, \"total_sessions\": 7, \"mean_week_duration\": 7.169}, \"6964\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-04 20:09:39.000000+00:00\", \"2020-10-01 10:21:24.000000+00:00\"], \"session_ids\": [\"8d31336e-60f2-4b4f-8521-8d21529d9566\", \"bc0a9c37-fb46-4261-81a2-f870a8396c4f\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 27.75}, \"90174\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-11-30 11:20:19.000000+00:00\", \"2022-01-06 02:28:51.000000+00:00\"], \"session_ids\": [\"4937b737-c45a-4eec-99a2-db091a0b1299\", \"1a9fad7d-1f11-4083-a5c6-d3cdb676f177\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 4.19}, \"65458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-12 05:50:43.000000+00:00\", \"2020-04-11 06:28:27.000000+00:00\", \"2019-01-13 18:57:12.000000+00:00\"], \"session_ids\": [\"7c81817a-29bd-4def-8dfa-fa9ca6e7e46b\", \"694a372e-dc9c-41d0-9ab3-4e85093ce276\", \"ceead0a3-17e5-4734-a5aa-74b7620d9c1f\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.338}, \"24174\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-08 09:13:51.000000+00:00\", \"2022-10-14 08:17:48.000000+00:00\"], \"session_ids\": [\"61489383-465d-4983-a5a6-93c8c9c9f5f8\", \"73d4af86-e6bd-407f-a366-e407466adde2\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 25.118}, \"67379\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-12 00:34:49.000000+00:00\", \"2020-12-05 13:13:14.000000+00:00\", \"2019-01-25 22:17:15.000000+00:00\", \"2020-01-13 09:19:26.000000+00:00\"], \"session_ids\": [\"0ab0d1b1-beb8-4354-8481-96a79ff8a039\", \"6c66eb1f-39b9-47b8-9f49-9d5835bd64d0\", \"1aa24a71-b93c-4c0c-8114-429e557cba38\", \"2ffc480a-65d9-4b9e-84bd-566cafce7a79\"], \"total_duration\": 1183.0, \"total_sessions\": 4, \"mean_week_duration\": 9.858}, \"76746\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-04 01:34:04.000000+00:00\", \"2020-07-16 06:48:57.000000+00:00\", \"2019-04-04 22:18:01.000000+00:00\", \"2021-09-29 04:57:06.000000+00:00\", \"2021-09-07 12:17:59.000000+00:00\", \"2020-10-19 08:33:23.000000+00:00\"], \"session_ids\": [\"1e6a0549-2fe5-44b1-9400-eed9f2b1ad7f\", \"717e31e2-4056-4001-b96b-bc5786c67f6b\", \"adbeca5c-a108-42e7-a996-a3d505e44d29\", \"b2085dba-8dcd-4766-b4e9-d322e3997fb2\", \"526ababd-25b5-4025-a000-74b03c1eee75\", \"35738b6d-82bd-464d-9a77-3f0c0dcb7c67\"], \"total_duration\": 57.0, \"total_sessions\": 6, \"mean_week_duration\": 0.311}, \"60590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-05-03 14:25:34.000000+00:00\", \"2022-10-09 23:57:36.000000+00:00\"], \"session_ids\": [\"5b9c25a5-3fa5-4c64-acb9-1a3c35957dc5\", \"e7daca4d-f070-4c45-bc16-21d671713176\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 10.833}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1294"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[1294, 3077]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-21 22:21:06.000000+00:00\", \"2021-05-10 01:31:46.000000+00:00\"], \"session_ids\": [\"98bee3dd-1b7e-4fe3-891f-9786380219d5\", \"8e77645b-9913-4f70-a8e9-c6608223f102\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.901}, \"92940\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-06-13 12:21:07.000000+00:00\", \"2022-10-26 23:54:01.000000+00:00\", \"2020-02-06 01:43:58.000000+00:00\", \"2020-11-25 15:16:33.000000+00:00\", \"2021-08-01 22:36:24.000000+00:00\", \"2022-09-02 18:54:28.000000+00:00\", \"2022-02-12 08:53:14.000000+00:00\"], \"session_ids\": [\"9a55e9f7-29e8-4b50-95f3-09d241b6c970\", \"a82e58c2-f6d8-48fa-8a8c-1b2f1f4edb74\", \"d8cbbd81-55c8-4faa-bc40-1567cdf61b6e\", \"4f385ce4-f5af-4fdf-8da1-2c4ae66c2a75\", \"1f67c9b4-5b85-4df7-968c-bd1f6641478d\", \"69c8fe79-ed18-4071-a53c-516820f107de\", \"1d6bcb10-3685-4e29-88a9-f94ebff6a8e5\"], \"total_duration\": 1018.0, \"total_sessions\": 7, \"mean_week_duration\": 7.169}, \"6964\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-04 20:09:39.000000+00:00\", \"2020-10-01 10:21:24.000000+00:00\"], \"session_ids\": [\"8d31336e-60f2-4b4f-8521-8d21529d9566\", \"bc0a9c37-fb46-4261-81a2-f870a8396c4f\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 27.75}, \"90174\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-11-30 11:20:19.000000+00:00\", \"2022-01-06 02:28:51.000000+00:00\"], \"session_ids\": [\"4937b737-c45a-4eec-99a2-db091a0b1299\", \"1a9fad7d-1f11-4083-a5c6-d3cdb676f177\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 4.19}, \"65458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-12 05:50:43.000000+00:00\", \"2020-04-11 06:28:27.000000+00:00\", \"2019-01-13 18:57:12.000000+00:00\"], \"session_ids\": [\"7c81817a-29bd-4def-8dfa-fa9ca6e7e46b\", \"694a372e-dc9c-41d0-9ab3-4e85093ce276\", \"ceead0a3-17e5-4734-a5aa-74b7620d9c1f\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.338}, \"24174\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-08 09:13:51.000000+00:00\", \"2022-10-14 08:17:48.000000+00:00\"], \"session_ids\": [\"61489383-465d-4983-a5a6-93c8c9c9f5f8\", \"73d4af86-e6bd-407f-a366-e407466adde2\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 25.118}, \"67379\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-12 00:34:49.000000+00:00\", \"2020-12-05 13:13:14.000000+00:00\", \"2019-01-25 22:17:15.000000+00:00\", \"2020-01-13 09:19:26.000000+00:00\"], \"session_ids\": [\"0ab0d1b1-beb8-4354-8481-96a79ff8a039\", \"6c66eb1f-39b9-47b8-9f49-9d5835bd64d0\", \"1aa24a71-b93c-4c0c-8114-429e557cba38\", \"2ffc480a-65d9-4b9e-84bd-566cafce7a79\"], \"total_duration\": 1183.0, \"total_sessions\": 4, \"mean_week_duration\": 9.858}, \"76746\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-04 01:34:04.000000+00:00\", \"2020-07-16 06:48:57.000000+00:00\", \"2019-04-04 22:18:01.000000+00:00\", \"2021-09-29 04:57:06.000000+00:00\", \"2021-09-07 12:17:59.000000+00:00\", \"2020-10-19 08:33:23.000000+00:00\"], \"session_ids\": [\"1e6a0549-2fe5-44b1-9400-eed9f2b1ad7f\", \"717e31e2-4056-4001-b96b-bc5786c67f6b\", \"adbeca5c-a108-42e7-a996-a3d505e44d29\", \"b2085dba-8dcd-4766-b4e9-d322e3997fb2\", \"526ababd-25b5-4025-a000-74b03c1eee75\", \"35738b6d-82bd-464d-9a77-3f0c0dcb7c67\"], \"total_duration\": 57.0, \"total_sessions\": 6, \"mean_week_duration\": 0.311}, \"60590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-05-03 14:25:34.000000+00:00\", \"2022-10-09 23:57:36.000000+00:00\"], \"session_ids\": [\"5b9c25a5-3fa5-4c64-acb9-1a3c35957dc5\", \"e7daca4d-f070-4c45-bc16-21d671713176\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 10.833}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-21 22:21:06.000000+00:00\", \"2021-05-10 01:31:46.000000+00:00\"], \"session_ids\": [\"98bee3dd-1b7e-4fe3-891f-9786380219d5\", \"8e77645b-9913-4f70-a8e9-c6608223f102\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.901}}, {\"6964\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-04 20:09:39.000000+00:00\", \"2020-10-01 10:21:24.000000+00:00\"], \"session_ids\": [\"8d31336e-60f2-4b4f-8521-8d21529d9566\", \"bc0a9c37-fb46-4261-81a2-f870a8396c4f\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 27.75}}, {\"90174\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-11-30 11:20:19.000000+00:00\", \"2022-01-06 02:28:51.000000+00:00\"], \"session_ids\": [\"4937b737-c45a-4eec-99a2-db091a0b1299\", \"1a9fad7d-1f11-4083-a5c6-d3cdb676f177\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 4.19}}, {\"24174\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-08 09:13:51.000000+00:00\", \"2022-10-14 08:17:48.000000+00:00\"], \"session_ids\": [\"61489383-465d-4983-a5a6-93c8c9c9f5f8\", \"73d4af86-e6bd-407f-a366-e407466adde2\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 25.118}}, {\"60590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-05-03 14:25:34.000000+00:00\", \"2022-10-09 23:57:36.000000+00:00\"], \"session_ids\": [\"5b9c25a5-3fa5-4c64-acb9-1a3c35957dc5\", \"e7daca4d-f070-4c45-bc16-21d671713176\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 10.833}}, {\"65458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-12 05:50:43.000000+00:00\", \"2020-04-11 06:28:27.000000+00:00\", \"2019-01-13 18:57:12.000000+00:00\"], \"session_ids\": [\"7c81817a-29bd-4def-8dfa-fa9ca6e7e46b\", \"694a372e-dc9c-41d0-9ab3-4e85093ce276\", \"ceead0a3-17e5-4734-a5aa-74b7620d9c1f\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.338}}, {\"67379\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-12 00:34:49.000000+00:00\", \"2020-12-05 13:13:14.000000+00:00\", \"2019-01-25 22:17:15.000000+00:00\", \"2020-01-13 09:19:26.000000+00:00\"], \"session_ids\": [\"0ab0d1b1-beb8-4354-8481-96a79ff8a039\", \"6c66eb1f-39b9-47b8-9f49-9d5835bd64d0\", \"1aa24a71-b93c-4c0c-8114-429e557cba38\", \"2ffc480a-65d9-4b9e-84bd-566cafce7a79\"], \"total_duration\": 1183.0, \"total_sessions\": 4, \"mean_week_duration\": 9.858}}, {\"76746\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-04 01:34:04.000000+00:00\", \"2020-07-16 06:48:57.000000+00:00\", \"2019-04-04 22:18:01.000000+00:00\", \"2021-09-29 04:57:06.000000+00:00\", \"2021-09-07 12:17:59.000000+00:00\", \"2020-10-19 08:33:23.000000+00:00\"], \"session_ids\": [\"1e6a0549-2fe5-44b1-9400-eed9f2b1ad7f\", \"717e31e2-4056-4001-b96b-bc5786c67f6b\", \"adbeca5c-a108-42e7-a996-a3d505e44d29\", \"b2085dba-8dcd-4766-b4e9-d322e3997fb2\", \"526ababd-25b5-4025-a000-74b03c1eee75\", \"35738b6d-82bd-464d-9a77-3f0c0dcb7c67\"], \"total_duration\": 57.0, \"total_sessions\": 6, \"mean_week_duration\": 0.311}}, {\"92940\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-06-13 12:21:07.000000+00:00\", \"2022-10-26 23:54:01.000000+00:00\", \"2020-02-06 01:43:58.000000+00:00\", \"2020-11-25 15:16:33.000000+00:00\", \"2021-08-01 22:36:24.000000+00:00\", \"2022-09-02 18:54:28.000000+00:00\", \"2022-02-12 08:53:14.000000+00:00\"], \"session_ids\": [\"9a55e9f7-29e8-4b50-95f3-09d241b6c970\", \"a82e58c2-f6d8-48fa-8a8c-1b2f1f4edb74\", \"d8cbbd81-55c8-4faa-bc40-1567cdf61b6e\", \"4f385ce4-f5af-4fdf-8da1-2c4ae66c2a75\", \"1f67c9b4-5b85-4df7-968c-bd1f6641478d\", \"69c8fe79-ed18-4071-a53c-516820f107de\", \"1d6bcb10-3685-4e29-88a9-f94ebff6a8e5\"], \"total_duration\": 1018.0, \"total_sessions\": 7, \"mean_week_duration\": 7.169}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-21 22:21:06.000000+00:00\", \"2021-05-10 01:31:46.000000+00:00\"], \"session_ids\": [\"98bee3dd-1b7e-4fe3-891f-9786380219d5\", \"8e77645b-9913-4f70-a8e9-c6608223f102\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.901}}, {\"6964\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-04 20:09:39.000000+00:00\", \"2020-10-01 10:21:24.000000+00:00\"], \"session_ids\": [\"8d31336e-60f2-4b4f-8521-8d21529d9566\", \"bc0a9c37-fb46-4261-81a2-f870a8396c4f\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 27.75}}]\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[{\"29094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-21 22:21:06.000000+00:00\", \"2021-05-10 01:31:46.000000+00:00\"], \"session_ids\": [\"98bee3dd-1b7e-4fe3-891f-9786380219d5\", \"8e77645b-9913-4f70-a8e9-c6608223f102\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.901}}, {\"6964\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-04 20:09:39.000000+00:00\", \"2020-10-01 10:21:24.000000+00:00\"], \"session_ids\": [\"8d31336e-60f2-4b4f-8521-8d21529d9566\", \"bc0a9c37-fb46-4261-81a2-f870a8396c4f\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 27.75}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about user with a count of sessions that is above 2, exclusive 2 , moreover execute sorting by city_name form the highest to the lowest."
}
] |
[
{
"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{\"39413\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-11 15:56:17.000000+00:00\", \"2022-05-15 10:50:26.000000+00:00\", \"2022-02-14 11:20:51.000000+00:00\", \"2020-10-20 01:33:37.000000+00:00\", \"2019-09-18 18:43:33.000000+00:00\", \"2021-01-11 13:40:30.000000+00:00\"], \"session_ids\": [\"cac7c187-c577-4988-87e3-29f5228d1590\", \"3f8cae07-0770-48c5-913c-304b50426877\", \"6d2459c7-17ca-4301-84f5-fe5513a564b4\", \"266f29b9-eb88-4905-8f3b-c89cb66c65e0\", \"0dabd012-ba8f-41a7-a975-38750d2b63a2\", \"52a1b939-9bfa-4e74-9766-6df112e8c481\"], \"total_duration\": 657.0, \"total_sessions\": 6, \"mean_week_duration\": 4.469}, \"48635\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-07 10:21:53.000000+00:00\", \"2019-12-29 10:04:06.000000+00:00\", \"2023-05-27 07:26:13.000000+00:00\", \"2023-04-10 06:39:07.000000+00:00\", \"2022-12-11 15:58:03.000000+00:00\"], \"session_ids\": [\"89a20047-b960-45d7-80dd-d1c877b2f352\", \"a182f865-806f-49bd-bd08-73429570fb14\", \"a2d94b26-75f1-4630-9291-8349d9488628\", \"2b0bc55c-98b3-4325-aaab-3769299e63b8\", \"54129552-b0e6-4bb7-812d-b531c9320b4a\"], \"total_duration\": 863.0, \"total_sessions\": 5, \"mean_week_duration\": 4.848}, \"25028\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-11-12 16:29:50.000000+00:00\", \"2019-01-14 23:53:36.000000+00:00\"], \"session_ids\": [\"b4bce347-4d64-4517-8e19-0d8e45f67eb6\", \"74107fe7-d5e2-4874-b19d-2500540ec1b4\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.651}, \"81599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-20 13:02:09.000000+00:00\", \"2020-01-14 23:25:19.000000+00:00\", \"2022-10-30 01:20:58.000000+00:00\", \"2023-02-03 08:35:39.000000+00:00\", \"2020-05-14 18:18:40.000000+00:00\"], \"session_ids\": [\"1c380c07-e890-4073-be14-c214df6c6b79\", \"7ca6fb07-ea76-4c4e-b22f-7bc7d25faadc\", \"5e5d95e8-c45b-4354-8647-31cb0530e7a0\", \"b72b0405-b853-49c0-bf24-d236092e874e\", \"4d5b5713-099b-46c5-93ff-1d7f2a527e41\"], \"total_duration\": 767.0, \"total_sessions\": 5, \"mean_week_duration\": 4.794}, \"40593\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-18 15:09:26.000000+00:00\", \"2022-05-13 21:58:57.000000+00:00\", \"2021-09-09 08:56:26.000000+00:00\"], \"session_ids\": [\"09249ef8-b66c-4fda-8ef3-16a9f6c171fa\", \"20b13442-3b6f-428f-8943-194a90d391a0\", \"9b7724c0-31b8-47a8-8bc3-3848ee21f6ad\"], \"total_duration\": 761.0, \"total_sessions\": 3, \"mean_week_duration\": 10.013}, \"78314\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-31 19:04:14.000000+00:00\", \"2023-02-21 19:31:05.000000+00:00\"], \"session_ids\": [\"f326f6a2-d3ed-4b30-be08-f9fc3343e941\", \"7dbd513f-50c8-4805-8c55-3f0761c26f15\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 2.132}, \"38815\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-15 13:23:56.000000+00:00\", \"2022-06-02 22:05:51.000000+00:00\"], \"session_ids\": [\"82fd1849-9d68-4697-841b-6519d61dca2a\", \"a1bcd3a8-ade6-44e7-8512-668860c4e00b\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 0.781}, \"58776\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-01-04 01:43:40.000000+00:00\", \"2021-06-07 12:36:17.000000+00:00\"], \"session_ids\": [\"60981bf8-7d1b-44c2-8f6e-55a98e5c9430\", \"6f053545-b4fa-4a19-88b9-054f89a5da2e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"27432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-12-24 11:07:21.000000+00:00\", \"2019-10-09 00:08:24.000000+00:00\", \"2022-01-28 07:13:30.000000+00:00\", \"2019-01-26 01:47:55.000000+00:00\"], \"session_ids\": [\"04a6c2d6-a12d-4047-9f07-56cd884d5491\", \"d16a4c02-504f-4d0a-a58f-3e2142fe8dcc\", \"33238e65-9b9c-4a82-94a1-a53de51ce44c\", \"9a6b8112-6e1b-48c7-99a1-5c2e58728c38\"], \"total_duration\": 1227.0, \"total_sessions\": 4, \"mean_week_duration\": 7.815}, \"70853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-23 13:00:16.000000+00:00\", \"2023-01-12 22:28:53.000000+00:00\"], \"session_ids\": [\"8340e6ff-ea08-4e59-8830-16b835a4ccad\", \"589df98f-02a5-47d2-a85c-d6d9533cb63b\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 2.49}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[2, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39413\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-11 15:56:17.000000+00:00\", \"2022-05-15 10:50:26.000000+00:00\", \"2022-02-14 11:20:51.000000+00:00\", \"2020-10-20 01:33:37.000000+00:00\", \"2019-09-18 18:43:33.000000+00:00\", \"2021-01-11 13:40:30.000000+00:00\"], \"session_ids\": [\"cac7c187-c577-4988-87e3-29f5228d1590\", \"3f8cae07-0770-48c5-913c-304b50426877\", \"6d2459c7-17ca-4301-84f5-fe5513a564b4\", \"266f29b9-eb88-4905-8f3b-c89cb66c65e0\", \"0dabd012-ba8f-41a7-a975-38750d2b63a2\", \"52a1b939-9bfa-4e74-9766-6df112e8c481\"], \"total_duration\": 657.0, \"total_sessions\": 6, \"mean_week_duration\": 4.469}, \"48635\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-07 10:21:53.000000+00:00\", \"2019-12-29 10:04:06.000000+00:00\", \"2023-05-27 07:26:13.000000+00:00\", \"2023-04-10 06:39:07.000000+00:00\", \"2022-12-11 15:58:03.000000+00:00\"], \"session_ids\": [\"89a20047-b960-45d7-80dd-d1c877b2f352\", \"a182f865-806f-49bd-bd08-73429570fb14\", \"a2d94b26-75f1-4630-9291-8349d9488628\", \"2b0bc55c-98b3-4325-aaab-3769299e63b8\", \"54129552-b0e6-4bb7-812d-b531c9320b4a\"], \"total_duration\": 863.0, \"total_sessions\": 5, \"mean_week_duration\": 4.848}, \"81599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-20 13:02:09.000000+00:00\", \"2020-01-14 23:25:19.000000+00:00\", \"2022-10-30 01:20:58.000000+00:00\", \"2023-02-03 08:35:39.000000+00:00\", \"2020-05-14 18:18:40.000000+00:00\"], \"session_ids\": [\"1c380c07-e890-4073-be14-c214df6c6b79\", \"7ca6fb07-ea76-4c4e-b22f-7bc7d25faadc\", \"5e5d95e8-c45b-4354-8647-31cb0530e7a0\", \"b72b0405-b853-49c0-bf24-d236092e874e\", \"4d5b5713-099b-46c5-93ff-1d7f2a527e41\"], \"total_duration\": 767.0, \"total_sessions\": 5, \"mean_week_duration\": 4.794}, \"40593\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-18 15:09:26.000000+00:00\", \"2022-05-13 21:58:57.000000+00:00\", \"2021-09-09 08:56:26.000000+00:00\"], \"session_ids\": [\"09249ef8-b66c-4fda-8ef3-16a9f6c171fa\", \"20b13442-3b6f-428f-8943-194a90d391a0\", \"9b7724c0-31b8-47a8-8bc3-3848ee21f6ad\"], \"total_duration\": 761.0, \"total_sessions\": 3, \"mean_week_duration\": 10.013}, \"27432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-12-24 11:07:21.000000+00:00\", \"2019-10-09 00:08:24.000000+00:00\", \"2022-01-28 07:13:30.000000+00:00\", \"2019-01-26 01:47:55.000000+00:00\"], \"session_ids\": [\"04a6c2d6-a12d-4047-9f07-56cd884d5491\", \"d16a4c02-504f-4d0a-a58f-3e2142fe8dcc\", \"33238e65-9b9c-4a82-94a1-a53de51ce44c\", \"9a6b8112-6e1b-48c7-99a1-5c2e58728c38\"], \"total_duration\": 1227.0, \"total_sessions\": 4, \"mean_week_duration\": 7.815}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"40593\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-18 15:09:26.000000+00:00\", \"2022-05-13 21:58:57.000000+00:00\", \"2021-09-09 08:56:26.000000+00:00\"], \"session_ids\": [\"09249ef8-b66c-4fda-8ef3-16a9f6c171fa\", \"20b13442-3b6f-428f-8943-194a90d391a0\", \"9b7724c0-31b8-47a8-8bc3-3848ee21f6ad\"], \"total_duration\": 761.0, \"total_sessions\": 3, \"mean_week_duration\": 10.013}}, {\"48635\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-07 10:21:53.000000+00:00\", \"2019-12-29 10:04:06.000000+00:00\", \"2023-05-27 07:26:13.000000+00:00\", \"2023-04-10 06:39:07.000000+00:00\", \"2022-12-11 15:58:03.000000+00:00\"], \"session_ids\": [\"89a20047-b960-45d7-80dd-d1c877b2f352\", \"a182f865-806f-49bd-bd08-73429570fb14\", \"a2d94b26-75f1-4630-9291-8349d9488628\", \"2b0bc55c-98b3-4325-aaab-3769299e63b8\", \"54129552-b0e6-4bb7-812d-b531c9320b4a\"], \"total_duration\": 863.0, \"total_sessions\": 5, \"mean_week_duration\": 4.848}}, {\"27432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-12-24 11:07:21.000000+00:00\", \"2019-10-09 00:08:24.000000+00:00\", \"2022-01-28 07:13:30.000000+00:00\", \"2019-01-26 01:47:55.000000+00:00\"], \"session_ids\": [\"04a6c2d6-a12d-4047-9f07-56cd884d5491\", \"d16a4c02-504f-4d0a-a58f-3e2142fe8dcc\", \"33238e65-9b9c-4a82-94a1-a53de51ce44c\", \"9a6b8112-6e1b-48c7-99a1-5c2e58728c38\"], \"total_duration\": 1227.0, \"total_sessions\": 4, \"mean_week_duration\": 7.815}}, {\"81599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-20 13:02:09.000000+00:00\", \"2020-01-14 23:25:19.000000+00:00\", \"2022-10-30 01:20:58.000000+00:00\", \"2023-02-03 08:35:39.000000+00:00\", \"2020-05-14 18:18:40.000000+00:00\"], \"session_ids\": [\"1c380c07-e890-4073-be14-c214df6c6b79\", \"7ca6fb07-ea76-4c4e-b22f-7bc7d25faadc\", \"5e5d95e8-c45b-4354-8647-31cb0530e7a0\", \"b72b0405-b853-49c0-bf24-d236092e874e\", \"4d5b5713-099b-46c5-93ff-1d7f2a527e41\"], \"total_duration\": 767.0, \"total_sessions\": 5, \"mean_week_duration\": 4.794}}, {\"39413\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-11 15:56:17.000000+00:00\", \"2022-05-15 10:50:26.000000+00:00\", \"2022-02-14 11:20:51.000000+00:00\", \"2020-10-20 01:33:37.000000+00:00\", \"2019-09-18 18:43:33.000000+00:00\", \"2021-01-11 13:40:30.000000+00:00\"], \"session_ids\": [\"cac7c187-c577-4988-87e3-29f5228d1590\", \"3f8cae07-0770-48c5-913c-304b50426877\", \"6d2459c7-17ca-4301-84f5-fe5513a564b4\", \"266f29b9-eb88-4905-8f3b-c89cb66c65e0\", \"0dabd012-ba8f-41a7-a975-38750d2b63a2\", \"52a1b939-9bfa-4e74-9766-6df112e8c481\"], \"total_duration\": 657.0, \"total_sessions\": 6, \"mean_week_duration\": 4.469}}]\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[{\"40593\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-18 15:09:26.000000+00:00\", \"2022-05-13 21:58:57.000000+00:00\", \"2021-09-09 08:56:26.000000+00:00\"], \"session_ids\": [\"09249ef8-b66c-4fda-8ef3-16a9f6c171fa\", \"20b13442-3b6f-428f-8943-194a90d391a0\", \"9b7724c0-31b8-47a8-8bc3-3848ee21f6ad\"], \"total_duration\": 761.0, \"total_sessions\": 3, \"mean_week_duration\": 10.013}}]\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[{\"40593\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-18 15:09:26.000000+00:00\", \"2022-05-13 21:58:57.000000+00:00\", \"2021-09-09 08:56:26.000000+00:00\"], \"session_ids\": [\"09249ef8-b66c-4fda-8ef3-16a9f6c171fa\", \"20b13442-3b6f-428f-8943-194a90d391a0\", \"9b7724c0-31b8-47a8-8bc3-3848ee21f6ad\"], \"total_duration\": 761.0, \"total_sessions\": 3, \"mean_week_duration\": 10.013}}]\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 user with a quantity of sessions that is above 4, exclusively plus do sorting by urban title in asc order also provide me only with 4 pieces of data."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80959\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-30 09:43:43.000000+00:00\", \"2023-02-22 11:35:56.000000+00:00\"], \"session_ids\": [\"0ff3c9e2-9631-4be6-b676-3050c70bdfd3\", \"c4f1dd38-52fb-499c-8a84-e140e614a06c\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 13.618}, \"35296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-27 17:17:28.000000+00:00\", \"2020-10-18 20:27:53.000000+00:00\"], \"session_ids\": [\"b7b03634-8337-47a6-91ca-118ac2644d21\", \"726a277c-eede-48ac-87de-fcaef4f34a5e\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.765}, \"92049\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-01 16:45:38.000000+00:00\", \"2020-06-15 12:51:34.000000+00:00\", \"2019-08-01 16:12:03.000000+00:00\", \"2021-03-14 16:21:42.000000+00:00\"], \"session_ids\": [\"93fe2980-5058-4a18-aa87-1271eb67d6b6\", \"b744c5ae-1d81-4240-9d2b-e9160e22948c\", \"8581e301-9fea-4278-922c-4cc277b62757\", \"6a862848-bf4b-429f-9030-922313d66bd1\"], \"total_duration\": 1050.0, \"total_sessions\": 4, \"mean_week_duration\": 12.353}, \"56940\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-02-01 19:37:29.000000+00:00\", \"2020-10-18 20:18:43.000000+00:00\"], \"session_ids\": [\"e8fc11c7-e568-4a67-b795-5ae4c86cf845\", \"9db521c4-fee5-4a3e-8bbe-23ce75a8be85\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 6.647}, \"35620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-12 09:01:50.000000+00:00\", \"2019-07-16 19:50:34.000000+00:00\"], \"session_ids\": [\"7879d685-5438-497b-a9f0-2b258bacd983\", \"2e43015d-2ac1-4cff-beb0-e8316f59f48c\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"21999\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-08-09 23:49:43.000000+00:00\", \"2019-10-13 12:04:22.000000+00:00\"], \"session_ids\": [\"b57d4539-0eb0-4dfe-ad9e-ae883fbfd0c6\", \"e5050a08-7dec-42ff-a7db-66aa2e9a5b15\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 8.744}, \"93332\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-06 14:43:57.000000+00:00\", \"2019-02-01 17:10:56.000000+00:00\"], \"session_ids\": [\"09c7fe47-14a6-4dfe-91ab-209b7394f9eb\", \"e86eeceb-37f6-4dc6-aa5b-71438ffa297e\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 1.979}, \"85426\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-11 13:36:11.000000+00:00\", \"2022-04-17 10:36:00.000000+00:00\"], \"session_ids\": [\"dee5622d-7b9b-402e-831c-55ffe46064c6\", \"261d34ef-ab2a-4654-ad52-23f140f41b8f\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 2.464}, \"21981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-16 19:21:13.000000+00:00\", \"2023-06-28 11:20:43.000000+00:00\", \"2023-01-11 22:05:50.000000+00:00\", \"2023-03-23 19:18:00.000000+00:00\", \"2019-10-28 03:30:07.000000+00:00\", \"2021-08-19 08:00:35.000000+00:00\", \"2019-10-12 14:11:47.000000+00:00\", \"2021-07-26 21:45:47.000000+00:00\"], \"session_ids\": [\"e508c678-92f9-423f-a095-dcab96532d46\", \"5b6102f8-1626-4f49-ae7f-3f11652a184d\", \"84d78709-67bb-47d0-b258-4e77e520984b\", \"effdfa0d-3de8-40c5-9760-4a44c7dcfab1\", \"4e328904-b539-467a-8cd5-f829304556f6\", \"c586750e-98f9-442d-b700-d4fb0624a87d\", \"9ca7734c-3e04-4551-a6e0-1dc1c137cdcc\", \"6bf04bf9-39fe-40ad-b219-29d4b96a5f33\"], \"total_duration\": 1530.0, \"total_sessions\": 8, \"mean_week_duration\": 7.887}, \"92467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-28 05:25:07.000000+00:00\", \"2019-04-02 15:40:16.000000+00:00\"], \"session_ids\": [\"1ca4efaa-c49d-44f5-b807-e30e999f225c\", \"58d51941-b03e-4f1d-8435-20df3374968e\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 1.867}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-16 19:21:13.000000+00:00\", \"2023-06-28 11:20:43.000000+00:00\", \"2023-01-11 22:05:50.000000+00:00\", \"2023-03-23 19:18:00.000000+00:00\", \"2019-10-28 03:30:07.000000+00:00\", \"2021-08-19 08:00:35.000000+00:00\", \"2019-10-12 14:11:47.000000+00:00\", \"2021-07-26 21:45:47.000000+00:00\"], \"session_ids\": [\"e508c678-92f9-423f-a095-dcab96532d46\", \"5b6102f8-1626-4f49-ae7f-3f11652a184d\", \"84d78709-67bb-47d0-b258-4e77e520984b\", \"effdfa0d-3de8-40c5-9760-4a44c7dcfab1\", \"4e328904-b539-467a-8cd5-f829304556f6\", \"c586750e-98f9-442d-b700-d4fb0624a87d\", \"9ca7734c-3e04-4551-a6e0-1dc1c137cdcc\", \"6bf04bf9-39fe-40ad-b219-29d4b96a5f33\"], \"total_duration\": 1530.0, \"total_sessions\": 8, \"mean_week_duration\": 7.887}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-16 19:21:13.000000+00:00\", \"2023-06-28 11:20:43.000000+00:00\", \"2023-01-11 22:05:50.000000+00:00\", \"2023-03-23 19:18:00.000000+00:00\", \"2019-10-28 03:30:07.000000+00:00\", \"2021-08-19 08:00:35.000000+00:00\", \"2019-10-12 14:11:47.000000+00:00\", \"2021-07-26 21:45:47.000000+00:00\"], \"session_ids\": [\"e508c678-92f9-423f-a095-dcab96532d46\", \"5b6102f8-1626-4f49-ae7f-3f11652a184d\", \"84d78709-67bb-47d0-b258-4e77e520984b\", \"effdfa0d-3de8-40c5-9760-4a44c7dcfab1\", \"4e328904-b539-467a-8cd5-f829304556f6\", \"c586750e-98f9-442d-b700-d4fb0624a87d\", \"9ca7734c-3e04-4551-a6e0-1dc1c137cdcc\", \"6bf04bf9-39fe-40ad-b219-29d4b96a5f33\"], \"total_duration\": 1530.0, \"total_sessions\": 8, \"mean_week_duration\": 7.887}}]\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[{\"21981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-16 19:21:13.000000+00:00\", \"2023-06-28 11:20:43.000000+00:00\", \"2023-01-11 22:05:50.000000+00:00\", \"2023-03-23 19:18:00.000000+00:00\", \"2019-10-28 03:30:07.000000+00:00\", \"2021-08-19 08:00:35.000000+00:00\", \"2019-10-12 14:11:47.000000+00:00\", \"2021-07-26 21:45:47.000000+00:00\"], \"session_ids\": [\"e508c678-92f9-423f-a095-dcab96532d46\", \"5b6102f8-1626-4f49-ae7f-3f11652a184d\", \"84d78709-67bb-47d0-b258-4e77e520984b\", \"effdfa0d-3de8-40c5-9760-4a44c7dcfab1\", \"4e328904-b539-467a-8cd5-f829304556f6\", \"c586750e-98f9-442d-b700-d4fb0624a87d\", \"9ca7734c-3e04-4551-a6e0-1dc1c137cdcc\", \"6bf04bf9-39fe-40ad-b219-29d4b96a5f33\"], \"total_duration\": 1530.0, \"total_sessions\": 8, \"mean_week_duration\": 7.887}}]\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[{\"21981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-16 19:21:13.000000+00:00\", \"2023-06-28 11:20:43.000000+00:00\", \"2023-01-11 22:05:50.000000+00:00\", \"2023-03-23 19:18:00.000000+00:00\", \"2019-10-28 03:30:07.000000+00:00\", \"2021-08-19 08:00:35.000000+00:00\", \"2019-10-12 14:11:47.000000+00:00\", \"2021-07-26 21:45:47.000000+00:00\"], \"session_ids\": [\"e508c678-92f9-423f-a095-dcab96532d46\", \"5b6102f8-1626-4f49-ae7f-3f11652a184d\", \"84d78709-67bb-47d0-b258-4e77e520984b\", \"effdfa0d-3de8-40c5-9760-4a44c7dcfab1\", \"4e328904-b539-467a-8cd5-f829304556f6\", \"c586750e-98f9-442d-b700-d4fb0624a87d\", \"9ca7734c-3e04-4551-a6e0-1dc1c137cdcc\", \"6bf04bf9-39fe-40ad-b219-29d4b96a5f33\"], \"total_duration\": 1530.0, \"total_sessions\": 8, \"mean_week_duration\": 7.887}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 6 users whose aver of time using the app per week is strictly greater than 6 and in addition sort by sessions count from the smallest to the largest."
}
] |
[
{
"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{\"43422\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-12-06 19:06:08.000000+00:00\", \"2021-04-29 19:15:16.000000+00:00\"], \"session_ids\": [\"6dff16f2-bc03-4f02-ab22-b66d0b40e8a2\", \"fcfddf72-6de5-47c9-b787-41eedc9fe353\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"97934\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-05-03 05:36:46.000000+00:00\", \"2019-06-12 11:18:49.000000+00:00\"], \"session_ids\": [\"8b7993e0-6dde-4e23-b464-c56f53bbf2d0\", \"34e2a0f5-b050-4548-810e-111b4dacf575\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.108}, \"45113\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-23 02:10:11.000000+00:00\", \"2023-01-24 13:29:41.000000+00:00\"], \"session_ids\": [\"63718f02-819d-4ec5-81c4-628e5315b46a\", \"529d628e-e1cb-4586-b7e3-33d631aad3d7\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.74}, \"29029\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-03-24 10:20:13.000000+00:00\", \"2020-04-26 21:17:34.000000+00:00\", \"2021-12-22 02:18:31.000000+00:00\", \"2019-01-11 09:59:54.000000+00:00\", \"2022-10-25 03:02:32.000000+00:00\", \"2020-09-15 14:16:51.000000+00:00\"], \"session_ids\": [\"5255668c-9787-45e5-b8f4-019e0beae0f6\", \"578c9a5d-14f1-48c3-a80b-7427d5d124a6\", \"f797966f-3a23-4739-9d0f-9d8bd203b37d\", \"df001b5b-52df-488b-b8fe-badbe9d87913\", \"e62643da-883f-4b2b-bb75-b6f3cbd085c4\", \"b78657aa-0cc4-4e19-8b38-994422a81464\"], \"total_duration\": 685.0, \"total_sessions\": 6, \"mean_week_duration\": 3.46}, \"24064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-01-21 03:57:22.000000+00:00\", \"2022-05-07 11:14:59.000000+00:00\"], \"session_ids\": [\"5a8d0c66-dbd0-4649-9ba8-2eeb32e72f06\", \"6f94c651-203c-4a80-967b-f557a8d5e562\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 6.162}, \"94280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-25 19:25:35.000000+00:00\", \"2023-05-21 17:59:56.000000+00:00\"], \"session_ids\": [\"b2e8ed32-e02c-4a8c-951c-08079bcc606c\", \"63d5eadf-3f3a-4e0c-bdbe-0e34592a8f49\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.252}, \"71427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-06-26 03:13:40.000000+00:00\", \"2019-04-24 07:32:42.000000+00:00\", \"2022-03-12 15:54:08.000000+00:00\", \"2019-05-04 09:30:33.000000+00:00\", \"2021-03-19 06:31:47.000000+00:00\", \"2019-05-23 01:03:35.000000+00:00\", \"2022-12-20 09:06:42.000000+00:00\"], \"session_ids\": [\"c3d339c5-9c0a-4f34-bc7e-88f34a45100e\", \"99c7d430-ab44-4417-bd57-e180d26146b7\", \"558833d3-fde4-4e33-b840-df5b0511de23\", \"b4b93f6d-05cb-4aa0-811c-35bb596930cc\", \"60728035-cbec-4126-9a64-45c1fc26757d\", \"23bd3729-21d3-496f-bda5-bc90c90caecb\", \"20668728-a8da-40c8-b970-7466d688dd11\"], \"total_duration\": 79.0, \"total_sessions\": 7, \"mean_week_duration\": 0.362}, \"88550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-01 07:08:11.000000+00:00\", \"2019-10-28 08:12:39.000000+00:00\"], \"session_ids\": [\"c6302574-4de8-499b-be50-ccfe664558d9\", \"97309386-a31b-4748-a6b0-7cd5944ffc38\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 6.333}, \"51921\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-12 05:36:42.000000+00:00\", \"2022-02-10 23:51:54.000000+00:00\", \"2023-01-14 00:42:11.000000+00:00\", \"2023-05-04 22:31:24.000000+00:00\"], \"session_ids\": [\"f81e740b-d2d1-404f-b1e3-e7c6e46326ae\", \"804ef366-2de6-4c56-8d30-0a9233f64f31\", \"a338e4a7-f74a-4bbe-a8cd-8b623bcbbbae\", \"f310054a-ae42-48fe-ac4a-e77fa78e53b1\"], \"total_duration\": 1912.0, \"total_sessions\": 4, \"mean_week_duration\": 8.498}, \"27582\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-06 00:30:24.000000+00:00\", \"2019-01-08 10:05:31.000000+00:00\"], \"session_ids\": [\"cc887e77-4e51-415f-b816-51f006604f46\", \"f7105cf9-07cc-46d8-aa01-a15e31e4f88b\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 1.802}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[6, 26]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-01-21 03:57:22.000000+00:00\", \"2022-05-07 11:14:59.000000+00:00\"], \"session_ids\": [\"5a8d0c66-dbd0-4649-9ba8-2eeb32e72f06\", \"6f94c651-203c-4a80-967b-f557a8d5e562\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 6.162}, \"88550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-01 07:08:11.000000+00:00\", \"2019-10-28 08:12:39.000000+00:00\"], \"session_ids\": [\"c6302574-4de8-499b-be50-ccfe664558d9\", \"97309386-a31b-4748-a6b0-7cd5944ffc38\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 6.333}, \"51921\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-12 05:36:42.000000+00:00\", \"2022-02-10 23:51:54.000000+00:00\", \"2023-01-14 00:42:11.000000+00:00\", \"2023-05-04 22:31:24.000000+00:00\"], \"session_ids\": [\"f81e740b-d2d1-404f-b1e3-e7c6e46326ae\", \"804ef366-2de6-4c56-8d30-0a9233f64f31\", \"a338e4a7-f74a-4bbe-a8cd-8b623bcbbbae\", \"f310054a-ae42-48fe-ac4a-e77fa78e53b1\"], \"total_duration\": 1912.0, \"total_sessions\": 4, \"mean_week_duration\": 8.498}}\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[{\"24064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-01-21 03:57:22.000000+00:00\", \"2022-05-07 11:14:59.000000+00:00\"], \"session_ids\": [\"5a8d0c66-dbd0-4649-9ba8-2eeb32e72f06\", \"6f94c651-203c-4a80-967b-f557a8d5e562\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 6.162}}, {\"88550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-01 07:08:11.000000+00:00\", \"2019-10-28 08:12:39.000000+00:00\"], \"session_ids\": [\"c6302574-4de8-499b-be50-ccfe664558d9\", \"97309386-a31b-4748-a6b0-7cd5944ffc38\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 6.333}}, {\"51921\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-12 05:36:42.000000+00:00\", \"2022-02-10 23:51:54.000000+00:00\", \"2023-01-14 00:42:11.000000+00:00\", \"2023-05-04 22:31:24.000000+00:00\"], \"session_ids\": [\"f81e740b-d2d1-404f-b1e3-e7c6e46326ae\", \"804ef366-2de6-4c56-8d30-0a9233f64f31\", \"a338e4a7-f74a-4bbe-a8cd-8b623bcbbbae\", \"f310054a-ae42-48fe-ac4a-e77fa78e53b1\"], \"total_duration\": 1912.0, \"total_sessions\": 4, \"mean_week_duration\": 8.498}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"24064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-01-21 03:57:22.000000+00:00\", \"2022-05-07 11:14:59.000000+00:00\"], \"session_ids\": [\"5a8d0c66-dbd0-4649-9ba8-2eeb32e72f06\", \"6f94c651-203c-4a80-967b-f557a8d5e562\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 6.162}}, {\"88550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-01 07:08:11.000000+00:00\", \"2019-10-28 08:12:39.000000+00:00\"], \"session_ids\": [\"c6302574-4de8-499b-be50-ccfe664558d9\", \"97309386-a31b-4748-a6b0-7cd5944ffc38\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 6.333}}, {\"51921\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-12 05:36:42.000000+00:00\", \"2022-02-10 23:51:54.000000+00:00\", \"2023-01-14 00:42:11.000000+00:00\", \"2023-05-04 22:31:24.000000+00:00\"], \"session_ids\": [\"f81e740b-d2d1-404f-b1e3-e7c6e46326ae\", \"804ef366-2de6-4c56-8d30-0a9233f64f31\", \"a338e4a7-f74a-4bbe-a8cd-8b623bcbbbae\", \"f310054a-ae42-48fe-ac4a-e77fa78e53b1\"], \"total_duration\": 1912.0, \"total_sessions\": 4, \"mean_week_duration\": 8.498}}]\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[{\"24064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-01-21 03:57:22.000000+00:00\", \"2022-05-07 11:14:59.000000+00:00\"], \"session_ids\": [\"5a8d0c66-dbd0-4649-9ba8-2eeb32e72f06\", \"6f94c651-203c-4a80-967b-f557a8d5e562\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 6.162}}, {\"88550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-01 07:08:11.000000+00:00\", \"2019-10-28 08:12:39.000000+00:00\"], \"session_ids\": [\"c6302574-4de8-499b-be50-ccfe664558d9\", \"97309386-a31b-4748-a6b0-7cd5944ffc38\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 6.333}}, {\"51921\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-12 05:36:42.000000+00:00\", \"2022-02-10 23:51:54.000000+00:00\", \"2023-01-14 00:42:11.000000+00:00\", \"2023-05-04 22:31:24.000000+00:00\"], \"session_ids\": [\"f81e740b-d2d1-404f-b1e3-e7c6e46326ae\", \"804ef366-2de6-4c56-8d30-0a9233f64f31\", \"a338e4a7-f74a-4bbe-a8cd-8b623bcbbbae\", \"f310054a-ae42-48fe-ac4a-e77fa78e53b1\"], \"total_duration\": 1912.0, \"total_sessions\": 4, \"mean_week_duration\": 8.498}}]\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 6 users with a overall total duration that is lower than 2152, inclusive 2152 also perform sorting by number of sessions risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98721\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-06-06 04:52:10.000000+00:00\", \"2019-01-09 01:52:03.000000+00:00\", \"2020-07-13 17:40:17.000000+00:00\", \"2020-05-16 21:35:17.000000+00:00\", \"2020-01-26 10:27:27.000000+00:00\"], \"session_ids\": [\"ffa70f4e-b402-41be-a9fc-e203ba537c58\", \"ef6bf457-1959-40b2-abba-da7a4f2d6190\", \"47b4b5b7-2d56-42bd-9084-87145e981dce\", \"b8fbcf12-2bc5-4558-9084-996274b059ea\", \"42864461-cd81-49f4-93da-77d8d5475e81\"], \"total_duration\": 2394.0, \"total_sessions\": 5, \"mean_week_duration\": 19.0}, \"44056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-29 14:23:38.000000+00:00\", \"2021-08-25 19:26:33.000000+00:00\"], \"session_ids\": [\"9fce4bb2-ac08-4ed0-81e1-078042fb44b9\", \"52b69639-553f-4537-a1e7-3c0a3e3b5286\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 4.949}, \"9226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-15 12:35:41.000000+00:00\", \"2019-01-27 10:40:55.000000+00:00\"], \"session_ids\": [\"cb6012e1-b9a5-456c-b3d1-e56f53f97058\", \"994c2178-0084-44ae-9dbc-a8379949499c\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 1.183}, \"21354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-01-23 18:20:44.000000+00:00\", \"2020-11-08 09:07:48.000000+00:00\"], \"session_ids\": [\"b0db7f66-73dc-4fba-ac5d-3a31d0bb6288\", \"ce341f17-c52c-4976-821c-54afae3002e9\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 8.19}, \"5007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-28 02:43:41.000000+00:00\", \"2019-05-25 23:16:27.000000+00:00\"], \"session_ids\": [\"3852c484-1c79-4184-86a4-08e2ab20de92\", \"1598a218-a0ef-4827-a998-3cbe6558b142\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.57}, \"17727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-01-17 18:39:49.000000+00:00\", \"2020-12-03 03:56:37.000000+00:00\", \"2020-12-14 12:30:46.000000+00:00\"], \"session_ids\": [\"0aa6056b-c247-4f2d-8744-613c8ef2ff66\", \"c79ef0a8-76e1-4110-87c6-b4f21701fc3b\", \"f17d9989-3108-4f76-9622-e0b5610551ee\"], \"total_duration\": 199.0, \"total_sessions\": 3, \"mean_week_duration\": 1.793}, \"87386\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-01 21:51:29.000000+00:00\", \"2022-03-26 22:07:30.000000+00:00\"], \"session_ids\": [\"06383f95-01e2-4f0d-b613-3ee1150760a9\", \"d60198f7-ff6d-444b-a62a-4482b6943b14\"], \"total_duration\": 339.0, \"total_sessions\": 2, \"mean_week_duration\": 8.475}, \"17445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-06 17:22:04.000000+00:00\", \"2021-10-19 02:29:04.000000+00:00\", \"2022-12-04 20:08:08.000000+00:00\"], \"session_ids\": [\"0e5224f5-739a-431f-ade1-996092d4195f\", \"39197a56-60b4-42e2-9ca5-29a528b48bf7\", \"b4576576-a6f6-435f-b0b5-35cb79feeb2d\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 1.04}, \"96492\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-15 19:21:52.000000+00:00\", \"2020-08-23 18:16:38.000000+00:00\", \"2023-05-24 04:38:25.000000+00:00\", \"2022-02-26 06:03:16.000000+00:00\"], \"session_ids\": [\"b5e7c440-e8e2-403f-8ae5-e9acb5a19dfa\", \"5c0977c8-ef65-48ae-a530-bb5d274973ea\", \"cc03b939-b2d5-43a9-a0a3-81e091372ca7\", \"484a3463-4771-4628-8903-ced67c760394\"], \"total_duration\": 2003.0, \"total_sessions\": 4, \"mean_week_duration\": 13.006}, \"42854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-21 04:39:18.000000+00:00\", \"2020-11-28 07:02:37.000000+00:00\"], \"session_ids\": [\"996226e6-80fa-4afb-98bb-954b1a41274f\", \"d5d59ef0-3273-4307-a74f-297eea7a9877\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 2.116}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 2152"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[2152, 2724]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-29 14:23:38.000000+00:00\", \"2021-08-25 19:26:33.000000+00:00\"], \"session_ids\": [\"9fce4bb2-ac08-4ed0-81e1-078042fb44b9\", \"52b69639-553f-4537-a1e7-3c0a3e3b5286\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 4.949}, \"9226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-15 12:35:41.000000+00:00\", \"2019-01-27 10:40:55.000000+00:00\"], \"session_ids\": [\"cb6012e1-b9a5-456c-b3d1-e56f53f97058\", \"994c2178-0084-44ae-9dbc-a8379949499c\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 1.183}, \"21354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-01-23 18:20:44.000000+00:00\", \"2020-11-08 09:07:48.000000+00:00\"], \"session_ids\": [\"b0db7f66-73dc-4fba-ac5d-3a31d0bb6288\", \"ce341f17-c52c-4976-821c-54afae3002e9\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 8.19}, \"5007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-28 02:43:41.000000+00:00\", \"2019-05-25 23:16:27.000000+00:00\"], \"session_ids\": [\"3852c484-1c79-4184-86a4-08e2ab20de92\", \"1598a218-a0ef-4827-a998-3cbe6558b142\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.57}, \"17727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-01-17 18:39:49.000000+00:00\", \"2020-12-03 03:56:37.000000+00:00\", \"2020-12-14 12:30:46.000000+00:00\"], \"session_ids\": [\"0aa6056b-c247-4f2d-8744-613c8ef2ff66\", \"c79ef0a8-76e1-4110-87c6-b4f21701fc3b\", \"f17d9989-3108-4f76-9622-e0b5610551ee\"], \"total_duration\": 199.0, \"total_sessions\": 3, \"mean_week_duration\": 1.793}, \"87386\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-01 21:51:29.000000+00:00\", \"2022-03-26 22:07:30.000000+00:00\"], \"session_ids\": [\"06383f95-01e2-4f0d-b613-3ee1150760a9\", \"d60198f7-ff6d-444b-a62a-4482b6943b14\"], \"total_duration\": 339.0, \"total_sessions\": 2, \"mean_week_duration\": 8.475}, \"17445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-06 17:22:04.000000+00:00\", \"2021-10-19 02:29:04.000000+00:00\", \"2022-12-04 20:08:08.000000+00:00\"], \"session_ids\": [\"0e5224f5-739a-431f-ade1-996092d4195f\", \"39197a56-60b4-42e2-9ca5-29a528b48bf7\", \"b4576576-a6f6-435f-b0b5-35cb79feeb2d\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 1.04}, \"96492\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-15 19:21:52.000000+00:00\", \"2020-08-23 18:16:38.000000+00:00\", \"2023-05-24 04:38:25.000000+00:00\", \"2022-02-26 06:03:16.000000+00:00\"], \"session_ids\": [\"b5e7c440-e8e2-403f-8ae5-e9acb5a19dfa\", \"5c0977c8-ef65-48ae-a530-bb5d274973ea\", \"cc03b939-b2d5-43a9-a0a3-81e091372ca7\", \"484a3463-4771-4628-8903-ced67c760394\"], \"total_duration\": 2003.0, \"total_sessions\": 4, \"mean_week_duration\": 13.006}, \"42854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-21 04:39:18.000000+00:00\", \"2020-11-28 07:02:37.000000+00:00\"], \"session_ids\": [\"996226e6-80fa-4afb-98bb-954b1a41274f\", \"d5d59ef0-3273-4307-a74f-297eea7a9877\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 2.116}}\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[{\"44056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-29 14:23:38.000000+00:00\", \"2021-08-25 19:26:33.000000+00:00\"], \"session_ids\": [\"9fce4bb2-ac08-4ed0-81e1-078042fb44b9\", \"52b69639-553f-4537-a1e7-3c0a3e3b5286\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 4.949}}, {\"9226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-15 12:35:41.000000+00:00\", \"2019-01-27 10:40:55.000000+00:00\"], \"session_ids\": [\"cb6012e1-b9a5-456c-b3d1-e56f53f97058\", \"994c2178-0084-44ae-9dbc-a8379949499c\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 1.183}}, {\"21354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-01-23 18:20:44.000000+00:00\", \"2020-11-08 09:07:48.000000+00:00\"], \"session_ids\": [\"b0db7f66-73dc-4fba-ac5d-3a31d0bb6288\", \"ce341f17-c52c-4976-821c-54afae3002e9\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 8.19}}, {\"5007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-28 02:43:41.000000+00:00\", \"2019-05-25 23:16:27.000000+00:00\"], \"session_ids\": [\"3852c484-1c79-4184-86a4-08e2ab20de92\", \"1598a218-a0ef-4827-a998-3cbe6558b142\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.57}}, {\"87386\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-01 21:51:29.000000+00:00\", \"2022-03-26 22:07:30.000000+00:00\"], \"session_ids\": [\"06383f95-01e2-4f0d-b613-3ee1150760a9\", \"d60198f7-ff6d-444b-a62a-4482b6943b14\"], \"total_duration\": 339.0, \"total_sessions\": 2, \"mean_week_duration\": 8.475}}, {\"42854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-21 04:39:18.000000+00:00\", \"2020-11-28 07:02:37.000000+00:00\"], \"session_ids\": [\"996226e6-80fa-4afb-98bb-954b1a41274f\", \"d5d59ef0-3273-4307-a74f-297eea7a9877\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 2.116}}, {\"17727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-01-17 18:39:49.000000+00:00\", \"2020-12-03 03:56:37.000000+00:00\", \"2020-12-14 12:30:46.000000+00:00\"], \"session_ids\": [\"0aa6056b-c247-4f2d-8744-613c8ef2ff66\", \"c79ef0a8-76e1-4110-87c6-b4f21701fc3b\", \"f17d9989-3108-4f76-9622-e0b5610551ee\"], \"total_duration\": 199.0, \"total_sessions\": 3, \"mean_week_duration\": 1.793}}, {\"17445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-06 17:22:04.000000+00:00\", \"2021-10-19 02:29:04.000000+00:00\", \"2022-12-04 20:08:08.000000+00:00\"], \"session_ids\": [\"0e5224f5-739a-431f-ade1-996092d4195f\", \"39197a56-60b4-42e2-9ca5-29a528b48bf7\", \"b4576576-a6f6-435f-b0b5-35cb79feeb2d\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 1.04}}, {\"96492\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-15 19:21:52.000000+00:00\", \"2020-08-23 18:16:38.000000+00:00\", \"2023-05-24 04:38:25.000000+00:00\", \"2022-02-26 06:03:16.000000+00:00\"], \"session_ids\": [\"b5e7c440-e8e2-403f-8ae5-e9acb5a19dfa\", \"5c0977c8-ef65-48ae-a530-bb5d274973ea\", \"cc03b939-b2d5-43a9-a0a3-81e091372ca7\", \"484a3463-4771-4628-8903-ced67c760394\"], \"total_duration\": 2003.0, \"total_sessions\": 4, \"mean_week_duration\": 13.006}}]\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[{\"44056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-29 14:23:38.000000+00:00\", \"2021-08-25 19:26:33.000000+00:00\"], \"session_ids\": [\"9fce4bb2-ac08-4ed0-81e1-078042fb44b9\", \"52b69639-553f-4537-a1e7-3c0a3e3b5286\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 4.949}}, {\"9226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-15 12:35:41.000000+00:00\", \"2019-01-27 10:40:55.000000+00:00\"], \"session_ids\": [\"cb6012e1-b9a5-456c-b3d1-e56f53f97058\", \"994c2178-0084-44ae-9dbc-a8379949499c\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 1.183}}, {\"21354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-01-23 18:20:44.000000+00:00\", \"2020-11-08 09:07:48.000000+00:00\"], \"session_ids\": [\"b0db7f66-73dc-4fba-ac5d-3a31d0bb6288\", \"ce341f17-c52c-4976-821c-54afae3002e9\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 8.19}}, {\"5007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-28 02:43:41.000000+00:00\", \"2019-05-25 23:16:27.000000+00:00\"], \"session_ids\": [\"3852c484-1c79-4184-86a4-08e2ab20de92\", \"1598a218-a0ef-4827-a998-3cbe6558b142\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.57}}, {\"87386\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-01 21:51:29.000000+00:00\", \"2022-03-26 22:07:30.000000+00:00\"], \"session_ids\": [\"06383f95-01e2-4f0d-b613-3ee1150760a9\", \"d60198f7-ff6d-444b-a62a-4482b6943b14\"], \"total_duration\": 339.0, \"total_sessions\": 2, \"mean_week_duration\": 8.475}}, {\"42854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-21 04:39:18.000000+00:00\", \"2020-11-28 07:02:37.000000+00:00\"], \"session_ids\": [\"996226e6-80fa-4afb-98bb-954b1a41274f\", \"d5d59ef0-3273-4307-a74f-297eea7a9877\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 2.116}}]\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[{\"44056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-29 14:23:38.000000+00:00\", \"2021-08-25 19:26:33.000000+00:00\"], \"session_ids\": [\"9fce4bb2-ac08-4ed0-81e1-078042fb44b9\", \"52b69639-553f-4537-a1e7-3c0a3e3b5286\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 4.949}}, {\"9226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-15 12:35:41.000000+00:00\", \"2019-01-27 10:40:55.000000+00:00\"], \"session_ids\": [\"cb6012e1-b9a5-456c-b3d1-e56f53f97058\", \"994c2178-0084-44ae-9dbc-a8379949499c\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 1.183}}, {\"21354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-01-23 18:20:44.000000+00:00\", \"2020-11-08 09:07:48.000000+00:00\"], \"session_ids\": [\"b0db7f66-73dc-4fba-ac5d-3a31d0bb6288\", \"ce341f17-c52c-4976-821c-54afae3002e9\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 8.19}}, {\"5007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-28 02:43:41.000000+00:00\", \"2019-05-25 23:16:27.000000+00:00\"], \"session_ids\": [\"3852c484-1c79-4184-86a4-08e2ab20de92\", \"1598a218-a0ef-4827-a998-3cbe6558b142\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.57}}, {\"87386\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-01 21:51:29.000000+00:00\", \"2022-03-26 22:07:30.000000+00:00\"], \"session_ids\": [\"06383f95-01e2-4f0d-b613-3ee1150760a9\", \"d60198f7-ff6d-444b-a62a-4482b6943b14\"], \"total_duration\": 339.0, \"total_sessions\": 2, \"mean_week_duration\": 8.475}}, {\"42854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-21 04:39:18.000000+00:00\", \"2020-11-28 07:02:37.000000+00:00\"], \"session_ids\": [\"996226e6-80fa-4afb-98bb-954b1a41274f\", \"d5d59ef0-3273-4307-a74f-297eea7a9877\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 2.116}}]\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 users whose city is Quito in addition execute sorting by sessions summation in descending 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{\"19285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-20 12:21:28.000000+00:00\", \"2020-11-09 11:50:27.000000+00:00\"], \"session_ids\": [\"e98f1a99-2651-4a78-9a18-d5e9ab972684\", \"a4b2c45c-5ad3-4706-91cc-cef6f7016c4e\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 2.2}, \"28184\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-05 17:21:03.000000+00:00\", \"2019-08-13 10:16:29.000000+00:00\"], \"session_ids\": [\"8b596906-001a-4ca8-ba4b-0b027cac3ff2\", \"0fc9412a-d09a-4865-a882-e863fc79f2f6\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 2.846}, \"39426\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-10 16:00:40.000000+00:00\", \"2022-07-15 14:58:49.000000+00:00\"], \"session_ids\": [\"75b6ada6-5e4a-4ed9-9415-2a8ba2cac5c0\", \"ecf37192-5cf4-4777-98e0-1032514ec786\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 2.795}, \"59324\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-16 09:29:43.000000+00:00\", \"2019-08-19 00:23:55.000000+00:00\"], \"session_ids\": [\"6c20b1af-ae42-442a-9145-25e7f8950ebc\", \"29ac935d-4bed-457c-82c3-263b76fcbe4d\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 2.42}, \"67566\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-16 02:42:05.000000+00:00\", \"2022-12-03 20:10:13.000000+00:00\", \"2019-12-17 21:18:20.000000+00:00\"], \"session_ids\": [\"c34540f5-a4c9-4671-a206-41cc881a3afe\", \"66bb5596-bcd9-48c3-8fe1-eb205ae456f2\", \"5ae6df61-381e-4ed2-b981-00dd05a762f8\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 2.084}, \"80578\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-16 17:10:15.000000+00:00\", \"2021-01-28 18:00:36.000000+00:00\", \"2020-01-22 09:08:59.000000+00:00\"], \"session_ids\": [\"82e2efbe-42e5-4d9f-80e3-a2f7da5490d7\", \"9dce28d9-b987-445a-aeb9-ccaa100dc961\", \"35b22c58-cd2c-48cb-9d1d-b8b7ec294ae6\"], \"total_duration\": 711.0, \"total_sessions\": 3, \"mean_week_duration\": 9.115}, \"54113\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-13 16:12:33.000000+00:00\", \"2022-03-05 03:50:33.000000+00:00\", \"2020-07-28 12:23:13.000000+00:00\"], \"session_ids\": [\"9278acdc-5aca-4df9-a0ff-4e15020c372f\", \"69d9cb3d-b12f-4b37-8447-585da024a3e3\", \"a4d75a4a-b4c7-43e1-aa5f-b71d72b0c7e3\"], \"total_duration\": 519.0, \"total_sessions\": 3, \"mean_week_duration\": 6.179}, \"97637\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-05-20 07:43:11.000000+00:00\", \"2019-06-26 23:09:27.000000+00:00\"], \"session_ids\": [\"e3d3cd26-5deb-4dcf-afec-a32a68d44158\", \"a64d9cc5-1637-4903-a7eb-bfb10d39c845\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.936}, \"91839\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-07 17:49:36.000000+00:00\", \"2019-04-12 08:02:44.000000+00:00\", \"2019-01-19 15:35:37.000000+00:00\"], \"session_ids\": [\"03cf665b-4352-4e21-99c8-98bf83cadce2\", \"46b28485-83cc-4eee-b623-1149ff1f9bf3\", \"acaeb123-92a7-4e63-a464-52cd19f00bc3\"], \"total_duration\": 985.0, \"total_sessions\": 3, \"mean_week_duration\": 4.852}, \"90683\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-22 18:57:07.000000+00:00\", \"2021-09-05 21:18:44.000000+00:00\"], \"session_ids\": [\"ed3d33a0-55fa-4737-bc62-2bec55ca23fc\", \"6d4693c8-020e-4c47-a081-a541d8997011\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.471}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Quito"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Quito\"]]}}}\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": "Provide insights into 7 users whose sum of duration is smaller than 201 ( not including) as well as apply sorting by total duration amount in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-09 06:16:31.000000+00:00\", \"2022-10-14 03:18:31.000000+00:00\", \"2020-02-16 19:22:18.000000+00:00\"], \"session_ids\": [\"2d83843d-2805-4de3-9743-6f58a35f034f\", \"1883b993-432e-4347-8a31-b74ded7a57bf\", \"8ee3be5d-02a6-439a-805c-ded8c6cfecdd\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.561}, \"49294\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-11 00:36:44.000000+00:00\", \"2020-03-19 17:35:06.000000+00:00\"], \"session_ids\": [\"0af06947-1e35-4aa6-96d2-43466742ee30\", \"a7573e7d-90e1-4c25-9d24-b66fe18626d9\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 1.933}, \"42069\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-23 03:50:34.000000+00:00\", \"2019-12-16 02:32:32.000000+00:00\"], \"session_ids\": [\"ff56e442-30ad-4a3f-b7a0-b21f65039929\", \"a18ec7ed-5292-485b-9aa1-11beec34bf89\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.083}, \"93025\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-11 16:27:48.000000+00:00\", \"2019-05-26 02:34:47.000000+00:00\"], \"session_ids\": [\"87b07d73-e6c7-4db3-b43d-74d926d48ba3\", \"a0ceba65-1f02-4293-94eb-bdcb24225175\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 3.745}, \"46593\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-12-11 16:42:07.000000+00:00\", \"2021-02-13 18:56:19.000000+00:00\", \"2020-03-02 08:50:13.000000+00:00\"], \"session_ids\": [\"6ea6757b-a7de-451c-bbc2-f1860ee8c53d\", \"6d1c3fd3-c95f-4a22-884a-dfb4325cec0a\", \"b6e9a533-2ca9-4d7d-bde8-135a7a5ccb3a\"], \"total_duration\": 640.0, \"total_sessions\": 3, \"mean_week_duration\": 6.882}, \"50652\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-09-26 06:55:20.000000+00:00\", \"2021-11-22 02:45:22.000000+00:00\", \"2021-09-01 14:13:20.000000+00:00\", \"2020-06-15 03:06:12.000000+00:00\", \"2019-09-12 09:12:47.000000+00:00\", \"2022-10-24 20:38:35.000000+00:00\", \"2020-05-01 21:39:22.000000+00:00\", \"2021-11-14 15:26:49.000000+00:00\", \"2023-04-04 01:23:42.000000+00:00\", \"2020-07-12 20:47:45.000000+00:00\"], \"session_ids\": [\"9f353ab1-ef4c-4efc-9828-f801e16ba3fb\", \"e2599224-64a9-4476-86f3-f74e4613ea06\", \"4e1872d1-2c3f-469a-8dc0-5e20b42763b4\", \"1c3b08ea-22f2-4e7f-b82d-a908650ad073\", \"bf7a4541-2be4-4917-97f6-68d67df2ccd4\", \"ec4ad678-e8bd-42bb-b636-2b9198c1e8fc\", \"9f715e8a-aac0-4ba1-b0a1-3058bc461768\", \"d7413f9d-90fb-4973-9bda-6c2753217f6e\", \"71103795-429a-41ba-83eb-7041bc59d5e7\", \"dea1774d-96e3-41df-9bc6-844af925bb45\"], \"total_duration\": 2567.0, \"total_sessions\": 10, \"mean_week_duration\": 13.801}, \"55616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-09-06 15:19:47.000000+00:00\", \"2019-08-14 13:58:36.000000+00:00\", \"2019-08-14 19:27:31.000000+00:00\", \"2023-04-10 01:49:26.000000+00:00\", \"2020-10-27 17:35:35.000000+00:00\"], \"session_ids\": [\"b8f46932-129d-45c8-a1ee-5699cf330dbd\", \"035098ff-053d-4820-852f-b199cd6de00e\", \"2425016a-e843-45f8-b8dd-c1a162ad8ffd\", \"b4c48f15-bceb-40ab-bcc5-f17b28e3e2ee\", \"5c92d3ad-d912-4c9f-9c07-6a4ded665971\"], \"total_duration\": 875.0, \"total_sessions\": 5, \"mean_week_duration\": 4.581}, \"71112\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-22 09:04:57.000000+00:00\", \"2019-06-18 03:48:09.000000+00:00\"], \"session_ids\": [\"b399d092-75d9-4637-858a-fd090356264e\", \"0bdd8143-fc17-4d12-b293-3824bb4f803b\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 26.529}, \"35621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-19 08:02:23.000000+00:00\", \"2022-06-26 16:42:44.000000+00:00\", \"2019-03-18 22:08:26.000000+00:00\", \"2019-12-07 02:17:19.000000+00:00\"], \"session_ids\": [\"0af87898-9c98-4144-8e70-aafab120d60f\", \"089c28a5-093b-4ba5-b22d-5248ccb11890\", \"ee7d19dc-d693-4d30-8054-f5c9f53b4bdf\", \"203f3aef-6ac8-4739-88ad-a8bc836e4e1b\"], \"total_duration\": 971.0, \"total_sessions\": 4, \"mean_week_duration\": 4.646}, \"41735\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-08-02 20:41:18.000000+00:00\", \"2023-05-01 02:31:38.000000+00:00\", \"2019-06-06 22:16:15.000000+00:00\", \"2022-10-23 18:47:35.000000+00:00\"], \"session_ids\": [\"9c4b57f3-cf3f-49c7-9f68-c4996d63eaae\", \"88354e98-9075-4c7f-bfd5-957363783dce\", \"aa1b5ccc-cfca-4c59-abbf-6cdac6a59682\", \"0ddc4a95-e8e7-4531-917e-f7070dd4f328\"], \"total_duration\": 249.0, \"total_sessions\": 4, \"mean_week_duration\": 1.221}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 201"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[201, 3728]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-09 06:16:31.000000+00:00\", \"2022-10-14 03:18:31.000000+00:00\", \"2020-02-16 19:22:18.000000+00:00\"], \"session_ids\": [\"2d83843d-2805-4de3-9743-6f58a35f034f\", \"1883b993-432e-4347-8a31-b74ded7a57bf\", \"8ee3be5d-02a6-439a-805c-ded8c6cfecdd\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.561}, \"42069\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-23 03:50:34.000000+00:00\", \"2019-12-16 02:32:32.000000+00:00\"], \"session_ids\": [\"ff56e442-30ad-4a3f-b7a0-b21f65039929\", \"a18ec7ed-5292-485b-9aa1-11beec34bf89\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.083}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"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[{\"42069\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-23 03:50:34.000000+00:00\", \"2019-12-16 02:32:32.000000+00:00\"], \"session_ids\": [\"ff56e442-30ad-4a3f-b7a0-b21f65039929\", \"a18ec7ed-5292-485b-9aa1-11beec34bf89\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.083}}, {\"15812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-09 06:16:31.000000+00:00\", \"2022-10-14 03:18:31.000000+00:00\", \"2020-02-16 19:22:18.000000+00:00\"], \"session_ids\": [\"2d83843d-2805-4de3-9743-6f58a35f034f\", \"1883b993-432e-4347-8a31-b74ded7a57bf\", \"8ee3be5d-02a6-439a-805c-ded8c6cfecdd\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.561}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42069\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-23 03:50:34.000000+00:00\", \"2019-12-16 02:32:32.000000+00:00\"], \"session_ids\": [\"ff56e442-30ad-4a3f-b7a0-b21f65039929\", \"a18ec7ed-5292-485b-9aa1-11beec34bf89\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.083}}, {\"15812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-09 06:16:31.000000+00:00\", \"2022-10-14 03:18:31.000000+00:00\", \"2020-02-16 19:22:18.000000+00:00\"], \"session_ids\": [\"2d83843d-2805-4de3-9743-6f58a35f034f\", \"1883b993-432e-4347-8a31-b74ded7a57bf\", \"8ee3be5d-02a6-439a-805c-ded8c6cfecdd\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.561}}]\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[{\"42069\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-23 03:50:34.000000+00:00\", \"2019-12-16 02:32:32.000000+00:00\"], \"session_ids\": [\"ff56e442-30ad-4a3f-b7a0-b21f65039929\", \"a18ec7ed-5292-485b-9aa1-11beec34bf89\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.083}}, {\"15812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-09 06:16:31.000000+00:00\", \"2022-10-14 03:18:31.000000+00:00\", \"2020-02-16 19:22:18.000000+00:00\"], \"session_ids\": [\"2d83843d-2805-4de3-9743-6f58a35f034f\", \"1883b993-432e-4347-8a31-b74ded7a57bf\", \"8ee3be5d-02a6-439a-805c-ded8c6cfecdd\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.561}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 7 users who are currently living in city Berlin and in addition perform sorting by mean of duration of sessions per week descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6313\": {\"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\": \"Belize City\", \"datetimes\": [\"2022-02-01 13:20:00.000000+00:00\", \"2020-01-04 05:06:50.000000+00:00\", \"2020-08-28 08:05:10.000000+00:00\", \"2020-10-06 03:13:10.000000+00:00\", \"2022-11-15 22:17:21.000000+00:00\"], \"session_ids\": [\"cb26e929-7ab0-4ca7-823d-f98f3c18e710\", \"aa69978a-e09b-4b1e-b414-c41e2df2306f\", \"e0d0ad6d-130c-4eac-a61c-7651a575ae94\", \"d6747b9a-2262-4b5b-a48a-4d907c5d36e1\", \"2d928086-be81-4131-9b05-fb69be68d99d\"], \"total_duration\": 2942.0, \"total_sessions\": 5, \"mean_week_duration\": 19.613}, \"15607\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-04-09 17:28:09.000000+00:00\", \"2022-08-17 04:53:13.000000+00:00\", \"2020-10-03 23:10:30.000000+00:00\", \"2019-10-11 12:20:09.000000+00:00\", \"2021-03-24 11:21:10.000000+00:00\", \"2020-01-15 12:42:26.000000+00:00\", \"2020-10-07 12:41:37.000000+00:00\", \"2020-08-23 22:27:44.000000+00:00\", \"2022-06-22 12:46:27.000000+00:00\", \"2023-05-02 20:06:31.000000+00:00\", \"2020-10-08 20:47:04.000000+00:00\"], \"session_ids\": [\"8d833021-de2d-4e93-9116-05cd89c20635\", \"187c1870-110d-4827-8a11-67da699484d0\", \"8fb46086-696f-4003-9ee6-5ea34a8b905c\", \"3bed2850-9467-4c13-8065-1d08753e888d\", \"c2a5e830-7b60-41ad-8fc7-596340e4e673\", \"0f1736d0-74d9-4810-be13-9fd741685683\", \"20b57ead-8410-4b5f-a7c7-de2c44ccd662\", \"a24dc5d1-04aa-4926-88aa-221d6d761c58\", \"69d3cab5-c518-4369-b356-faa88d96987a\", \"55528aa1-cf94-411d-933f-e9fe97e64377\", \"29fe056d-f29c-4436-bbb7-9e37ae0fffbb\"], \"total_duration\": 13252.0, \"total_sessions\": 11, \"mean_week_duration\": 71.247}, \"79119\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-20 19:54:32.000000+00:00\", \"2023-06-05 12:57:37.000000+00:00\"], \"session_ids\": [\"ae27467b-242f-4232-9025-dd700ea476c1\", \"40028696-ecee-422c-9b73-74b0a5150732\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}, \"97405\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-19 11:37:48.000000+00:00\", \"2023-04-08 16:55:33.000000+00:00\"], \"session_ids\": [\"e6d04d38-2a70-4006-9903-748e0a01db12\", \"83e1a570-65f0-4375-8640-3d3a0db9a978\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}, \"50241\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-13 15:25:38.000000+00:00\", \"2019-04-17 20:03:51.000000+00:00\", \"2019-11-07 16:08:00.000000+00:00\"], \"session_ids\": [\"4ce9e1e4-eaec-4d80-b82e-897d990b60f1\", \"656713d6-776b-454c-a73a-737755e45054\", \"c2209080-9495-457a-ac94-3aa5a0c060df\"], \"total_duration\": 475.0, \"total_sessions\": 3, \"mean_week_duration\": 7.308}, \"36835\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-23 12:14:59.000000+00:00\", \"2021-12-11 10:20:56.000000+00:00\", \"2020-06-22 05:42:14.000000+00:00\"], \"session_ids\": [\"71ef11b9-8431-4896-b2e8-700a286be689\", \"f46cfabb-a1b3-4e80-b537-94fcbf0fc4f7\", \"0cc8c13e-f3da-4d9c-af40-9c30f770fb7d\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 6.707}, \"87430\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-21 17:55:32.000000+00:00\", \"2022-11-20 16:49:25.000000+00:00\"], \"session_ids\": [\"73c40741-fa67-48a8-9015-e59bf8a77c00\", \"fcb8728b-6475-413c-903d-9672eb379c92\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 2.557}, \"48211\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-06-04 23:33:28.000000+00:00\", \"2020-02-09 17:52:56.000000+00:00\", \"2022-11-11 00:47:29.000000+00:00\", \"2021-11-09 05:40:52.000000+00:00\", \"2023-03-12 08:44:23.000000+00:00\", \"2019-08-29 12:23:00.000000+00:00\", \"2020-08-24 20:37:58.000000+00:00\"], \"session_ids\": [\"1b42de13-ce32-4a34-b363-0d2c83905794\", \"40aec540-be72-4d34-9c44-7e19fd1b21e4\", \"7e53f64c-8f27-457a-b141-59609ef2ad4b\", \"01073b39-0371-4f27-aba8-3e2a0f5ffb8c\", \"7c0b89d0-26aa-4952-83d3-666a7d856d08\", \"e0ab8978-eb49-4878-b299-3451bb732997\", \"c23359b9-2126-41e0-b90f-1d27c295925d\"], \"total_duration\": 4867.0, \"total_sessions\": 7, \"mean_week_duration\": 24.706}, \"94381\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-27 19:25:47.000000+00:00\", \"2021-12-19 03:15:43.000000+00:00\"], \"session_ids\": [\"28ace693-9295-4e6c-b488-e4a13331612c\", \"8a2f03c8-70ad-43ae-ae70-30f444ab1e4f\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 3.143}, \"36133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-18 19:44:45.000000+00:00\", \"2022-11-29 11:25:23.000000+00:00\", \"2022-03-24 03:17:30.000000+00:00\"], \"session_ids\": [\"61e00662-8e7a-4553-96cf-cb0f5c90d69f\", \"832f5192-c533-4a08-a014-7ff37679453e\", \"4d511fa4-2e9d-4a83-ac5c-a1fd2118007e\"], \"total_duration\": 288.0, \"total_sessions\": 3, \"mean_week_duration\": 2.595}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Berlin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 7 users with a time in app of sessions that is higher than 3607 and lower than 1716 and apply sorting by site usage time 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{\"54019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-29 07:32:39.000000+00:00\", \"2021-04-24 18:16:00.000000+00:00\"], \"session_ids\": [\"c00345e7-dc46-4ec6-99b4-e81b27563f1b\", \"c61ee764-775f-403b-a517-b931c4ba1e84\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.905}, \"13197\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-03 08:33:22.000000+00:00\", \"2020-02-24 21:23:28.000000+00:00\", \"2020-03-11 03:45:30.000000+00:00\", \"2021-12-03 03:54:56.000000+00:00\", \"2021-03-05 20:17:24.000000+00:00\", \"2020-02-04 05:40:24.000000+00:00\"], \"session_ids\": [\"6e5273eb-c03a-47c2-a4c3-eb0ffb56a310\", \"521a158e-d7a6-425b-813d-acf6e557964d\", \"5823a618-ac85-4015-976c-7dc66fe71870\", \"d9c117ab-fb96-4ae2-b3af-4b51abe18c3c\", \"7ff5c65c-4acc-4a6c-83e7-4fc804fb7fdd\", \"8a4013cf-3ba6-4587-a82f-fab292f5bf04\"], \"total_duration\": 123.0, \"total_sessions\": 6, \"mean_week_duration\": 1.171}, \"72408\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-09-23 08:45:14.000000+00:00\", \"2023-03-03 06:07:12.000000+00:00\", \"2019-11-20 07:52:36.000000+00:00\", \"2020-09-23 09:10:55.000000+00:00\", \"2021-11-04 18:36:19.000000+00:00\", \"2020-02-12 13:18:13.000000+00:00\"], \"session_ids\": [\"8d36d17f-9647-4db4-8f58-390a1a653feb\", \"61285bd5-d6c8-4813-81b4-0e3678e60183\", \"c800c1bf-58c7-4ead-a843-e161d0f8844b\", \"cea815e7-f24f-49de-a9b1-ae4a8eca486f\", \"3ed1b0e9-8cfa-4c1d-920f-cfceb7dab0bd\", \"f7605344-de92-43c9-834b-1230ebbcbbd4\"], \"total_duration\": 6709.0, \"total_sessions\": 6, \"mean_week_duration\": 39.006}, \"36510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-06 19:27:35.000000+00:00\", \"2020-06-23 23:37:38.000000+00:00\"], \"session_ids\": [\"53fc5f09-ef9e-4a77-a34a-48b87670049d\", \"0e4c7013-d353-49a1-90a4-a430da050070\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}, \"14624\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-05-12 20:11:56.000000+00:00\", \"2022-02-25 10:41:11.000000+00:00\", \"2022-12-07 13:16:43.000000+00:00\"], \"session_ids\": [\"9a8f9f09-e5e4-4f0f-ac54-f0e50b37567f\", \"eab49c69-8579-4dcd-9734-62f4bdf4d7a9\", \"43bb72f9-546d-4b87-8f59-10ef48c8c415\"], \"total_duration\": 474.0, \"total_sessions\": 3, \"mean_week_duration\": 3.537}, \"12194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-02-18 12:19:50.000000+00:00\", \"2022-01-26 05:29:22.000000+00:00\"], \"session_ids\": [\"75b375f4-789a-4fad-b49f-3538969b02d8\", \"7521f404-e20b-4d51-a1e6-94cb3c354a04\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.482}, \"85784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-03-09 17:43:29.000000+00:00\", \"2020-08-11 15:38:08.000000+00:00\", \"2021-10-29 03:54:39.000000+00:00\", \"2021-08-10 21:59:47.000000+00:00\"], \"session_ids\": [\"6c3579a3-702e-4e8b-b97d-882112084b7a\", \"3f57717f-c126-4306-8f90-b5ae3b32c3b0\", \"19980623-2a07-4431-946b-fc576bea3dcb\", \"f6a56261-7b5e-4693-8ec7-8136e2ce973b\"], \"total_duration\": 379.0, \"total_sessions\": 4, \"mean_week_duration\": 5.922}, \"46123\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-16 12:20:16.000000+00:00\", \"2021-09-22 18:58:58.000000+00:00\", \"2019-07-13 09:23:29.000000+00:00\"], \"session_ids\": [\"39539c60-f6b8-4c90-8c77-5b4ecc65122c\", \"dd201601-32b3-4e0d-8731-dc910c577a03\", \"680ec8d7-5a6f-4691-8eba-b89ace0e7629\"], \"total_duration\": 396.0, \"total_sessions\": 3, \"mean_week_duration\": 3.443}, \"70667\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-10-30 18:42:38.000000+00:00\", \"2022-09-02 14:24:54.000000+00:00\", \"2022-12-10 02:58:17.000000+00:00\", \"2022-11-24 19:01:27.000000+00:00\"], \"session_ids\": [\"fd8786ea-19dd-4021-a82b-fe0f8e18801d\", \"273e0c29-30b8-4f52-8d3d-d71ff247f1a4\", \"92d78415-5d0f-41e6-8d0d-c1b2c2d7df1f\", \"7611a22b-f9bc-4829-b019-5e0078e78eaa\"], \"total_duration\": 1031.0, \"total_sessions\": 4, \"mean_week_duration\": 17.776}, \"56618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-22 11:38:26.000000+00:00\", \"2020-06-06 04:09:31.000000+00:00\", \"2020-07-19 23:34:18.000000+00:00\"], \"session_ids\": [\"ca79accf-a6f7-48ed-a28c-4c7bfd3c2757\", \"c744f114-c1a6-4e58-adce-ce541cd49ed7\", \"5a0da0f7-b81f-428d-a088-5216803c1a00\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.514}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 1716 and are equal or greater than 3607"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1716, 3607]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-29 07:32:39.000000+00:00\", \"2021-04-24 18:16:00.000000+00:00\"], \"session_ids\": [\"c00345e7-dc46-4ec6-99b4-e81b27563f1b\", \"c61ee764-775f-403b-a517-b931c4ba1e84\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.905}, \"13197\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-03 08:33:22.000000+00:00\", \"2020-02-24 21:23:28.000000+00:00\", \"2020-03-11 03:45:30.000000+00:00\", \"2021-12-03 03:54:56.000000+00:00\", \"2021-03-05 20:17:24.000000+00:00\", \"2020-02-04 05:40:24.000000+00:00\"], \"session_ids\": [\"6e5273eb-c03a-47c2-a4c3-eb0ffb56a310\", \"521a158e-d7a6-425b-813d-acf6e557964d\", \"5823a618-ac85-4015-976c-7dc66fe71870\", \"d9c117ab-fb96-4ae2-b3af-4b51abe18c3c\", \"7ff5c65c-4acc-4a6c-83e7-4fc804fb7fdd\", \"8a4013cf-3ba6-4587-a82f-fab292f5bf04\"], \"total_duration\": 123.0, \"total_sessions\": 6, \"mean_week_duration\": 1.171}, \"36510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-06 19:27:35.000000+00:00\", \"2020-06-23 23:37:38.000000+00:00\"], \"session_ids\": [\"53fc5f09-ef9e-4a77-a34a-48b87670049d\", \"0e4c7013-d353-49a1-90a4-a430da050070\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}, \"14624\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-05-12 20:11:56.000000+00:00\", \"2022-02-25 10:41:11.000000+00:00\", \"2022-12-07 13:16:43.000000+00:00\"], \"session_ids\": [\"9a8f9f09-e5e4-4f0f-ac54-f0e50b37567f\", \"eab49c69-8579-4dcd-9734-62f4bdf4d7a9\", \"43bb72f9-546d-4b87-8f59-10ef48c8c415\"], \"total_duration\": 474.0, \"total_sessions\": 3, \"mean_week_duration\": 3.537}, \"12194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-02-18 12:19:50.000000+00:00\", \"2022-01-26 05:29:22.000000+00:00\"], \"session_ids\": [\"75b375f4-789a-4fad-b49f-3538969b02d8\", \"7521f404-e20b-4d51-a1e6-94cb3c354a04\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.482}, \"85784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-03-09 17:43:29.000000+00:00\", \"2020-08-11 15:38:08.000000+00:00\", \"2021-10-29 03:54:39.000000+00:00\", \"2021-08-10 21:59:47.000000+00:00\"], \"session_ids\": [\"6c3579a3-702e-4e8b-b97d-882112084b7a\", \"3f57717f-c126-4306-8f90-b5ae3b32c3b0\", \"19980623-2a07-4431-946b-fc576bea3dcb\", \"f6a56261-7b5e-4693-8ec7-8136e2ce973b\"], \"total_duration\": 379.0, \"total_sessions\": 4, \"mean_week_duration\": 5.922}, \"46123\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-16 12:20:16.000000+00:00\", \"2021-09-22 18:58:58.000000+00:00\", \"2019-07-13 09:23:29.000000+00:00\"], \"session_ids\": [\"39539c60-f6b8-4c90-8c77-5b4ecc65122c\", \"dd201601-32b3-4e0d-8731-dc910c577a03\", \"680ec8d7-5a6f-4691-8eba-b89ace0e7629\"], \"total_duration\": 396.0, \"total_sessions\": 3, \"mean_week_duration\": 3.443}, \"70667\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-10-30 18:42:38.000000+00:00\", \"2022-09-02 14:24:54.000000+00:00\", \"2022-12-10 02:58:17.000000+00:00\", \"2022-11-24 19:01:27.000000+00:00\"], \"session_ids\": [\"fd8786ea-19dd-4021-a82b-fe0f8e18801d\", \"273e0c29-30b8-4f52-8d3d-d71ff247f1a4\", \"92d78415-5d0f-41e6-8d0d-c1b2c2d7df1f\", \"7611a22b-f9bc-4829-b019-5e0078e78eaa\"], \"total_duration\": 1031.0, \"total_sessions\": 4, \"mean_week_duration\": 17.776}, \"56618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-22 11:38:26.000000+00:00\", \"2020-06-06 04:09:31.000000+00:00\", \"2020-07-19 23:34:18.000000+00:00\"], \"session_ids\": [\"ca79accf-a6f7-48ed-a28c-4c7bfd3c2757\", \"c744f114-c1a6-4e58-adce-ce541cd49ed7\", \"5a0da0f7-b81f-428d-a088-5216803c1a00\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.514}, \"72408\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-09-23 08:45:14.000000+00:00\", \"2023-03-03 06:07:12.000000+00:00\", \"2019-11-20 07:52:36.000000+00:00\", \"2020-09-23 09:10:55.000000+00:00\", \"2021-11-04 18:36:19.000000+00:00\", \"2020-02-12 13:18:13.000000+00:00\"], \"session_ids\": [\"8d36d17f-9647-4db4-8f58-390a1a653feb\", \"61285bd5-d6c8-4813-81b4-0e3678e60183\", \"c800c1bf-58c7-4ead-a843-e161d0f8844b\", \"cea815e7-f24f-49de-a9b1-ae4a8eca486f\", \"3ed1b0e9-8cfa-4c1d-920f-cfceb7dab0bd\", \"f7605344-de92-43c9-834b-1230ebbcbbd4\"], \"total_duration\": 6709.0, \"total_sessions\": 6, \"mean_week_duration\": 39.006}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"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[{\"54019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-29 07:32:39.000000+00:00\", \"2021-04-24 18:16:00.000000+00:00\"], \"session_ids\": [\"c00345e7-dc46-4ec6-99b4-e81b27563f1b\", \"c61ee764-775f-403b-a517-b931c4ba1e84\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.905}}, {\"12194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-02-18 12:19:50.000000+00:00\", \"2022-01-26 05:29:22.000000+00:00\"], \"session_ids\": [\"75b375f4-789a-4fad-b49f-3538969b02d8\", \"7521f404-e20b-4d51-a1e6-94cb3c354a04\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.482}}, {\"36510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-06 19:27:35.000000+00:00\", \"2020-06-23 23:37:38.000000+00:00\"], \"session_ids\": [\"53fc5f09-ef9e-4a77-a34a-48b87670049d\", \"0e4c7013-d353-49a1-90a4-a430da050070\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}}, {\"56618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-22 11:38:26.000000+00:00\", \"2020-06-06 04:09:31.000000+00:00\", \"2020-07-19 23:34:18.000000+00:00\"], \"session_ids\": [\"ca79accf-a6f7-48ed-a28c-4c7bfd3c2757\", \"c744f114-c1a6-4e58-adce-ce541cd49ed7\", \"5a0da0f7-b81f-428d-a088-5216803c1a00\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.514}}, {\"13197\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-03 08:33:22.000000+00:00\", \"2020-02-24 21:23:28.000000+00:00\", \"2020-03-11 03:45:30.000000+00:00\", \"2021-12-03 03:54:56.000000+00:00\", \"2021-03-05 20:17:24.000000+00:00\", \"2020-02-04 05:40:24.000000+00:00\"], \"session_ids\": [\"6e5273eb-c03a-47c2-a4c3-eb0ffb56a310\", \"521a158e-d7a6-425b-813d-acf6e557964d\", \"5823a618-ac85-4015-976c-7dc66fe71870\", \"d9c117ab-fb96-4ae2-b3af-4b51abe18c3c\", \"7ff5c65c-4acc-4a6c-83e7-4fc804fb7fdd\", \"8a4013cf-3ba6-4587-a82f-fab292f5bf04\"], \"total_duration\": 123.0, \"total_sessions\": 6, \"mean_week_duration\": 1.171}}, {\"85784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-03-09 17:43:29.000000+00:00\", \"2020-08-11 15:38:08.000000+00:00\", \"2021-10-29 03:54:39.000000+00:00\", \"2021-08-10 21:59:47.000000+00:00\"], \"session_ids\": [\"6c3579a3-702e-4e8b-b97d-882112084b7a\", \"3f57717f-c126-4306-8f90-b5ae3b32c3b0\", \"19980623-2a07-4431-946b-fc576bea3dcb\", \"f6a56261-7b5e-4693-8ec7-8136e2ce973b\"], \"total_duration\": 379.0, \"total_sessions\": 4, \"mean_week_duration\": 5.922}}, {\"46123\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-16 12:20:16.000000+00:00\", \"2021-09-22 18:58:58.000000+00:00\", \"2019-07-13 09:23:29.000000+00:00\"], \"session_ids\": [\"39539c60-f6b8-4c90-8c77-5b4ecc65122c\", \"dd201601-32b3-4e0d-8731-dc910c577a03\", \"680ec8d7-5a6f-4691-8eba-b89ace0e7629\"], \"total_duration\": 396.0, \"total_sessions\": 3, \"mean_week_duration\": 3.443}}, {\"14624\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-05-12 20:11:56.000000+00:00\", \"2022-02-25 10:41:11.000000+00:00\", \"2022-12-07 13:16:43.000000+00:00\"], \"session_ids\": [\"9a8f9f09-e5e4-4f0f-ac54-f0e50b37567f\", \"eab49c69-8579-4dcd-9734-62f4bdf4d7a9\", \"43bb72f9-546d-4b87-8f59-10ef48c8c415\"], \"total_duration\": 474.0, \"total_sessions\": 3, \"mean_week_duration\": 3.537}}, {\"70667\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-10-30 18:42:38.000000+00:00\", \"2022-09-02 14:24:54.000000+00:00\", \"2022-12-10 02:58:17.000000+00:00\", \"2022-11-24 19:01:27.000000+00:00\"], \"session_ids\": [\"fd8786ea-19dd-4021-a82b-fe0f8e18801d\", \"273e0c29-30b8-4f52-8d3d-d71ff247f1a4\", \"92d78415-5d0f-41e6-8d0d-c1b2c2d7df1f\", \"7611a22b-f9bc-4829-b019-5e0078e78eaa\"], \"total_duration\": 1031.0, \"total_sessions\": 4, \"mean_week_duration\": 17.776}}, {\"72408\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-09-23 08:45:14.000000+00:00\", \"2023-03-03 06:07:12.000000+00:00\", \"2019-11-20 07:52:36.000000+00:00\", \"2020-09-23 09:10:55.000000+00:00\", \"2021-11-04 18:36:19.000000+00:00\", \"2020-02-12 13:18:13.000000+00:00\"], \"session_ids\": [\"8d36d17f-9647-4db4-8f58-390a1a653feb\", \"61285bd5-d6c8-4813-81b4-0e3678e60183\", \"c800c1bf-58c7-4ead-a843-e161d0f8844b\", \"cea815e7-f24f-49de-a9b1-ae4a8eca486f\", \"3ed1b0e9-8cfa-4c1d-920f-cfceb7dab0bd\", \"f7605344-de92-43c9-834b-1230ebbcbbd4\"], \"total_duration\": 6709.0, \"total_sessions\": 6, \"mean_week_duration\": 39.006}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-29 07:32:39.000000+00:00\", \"2021-04-24 18:16:00.000000+00:00\"], \"session_ids\": [\"c00345e7-dc46-4ec6-99b4-e81b27563f1b\", \"c61ee764-775f-403b-a517-b931c4ba1e84\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.905}}, {\"12194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-02-18 12:19:50.000000+00:00\", \"2022-01-26 05:29:22.000000+00:00\"], \"session_ids\": [\"75b375f4-789a-4fad-b49f-3538969b02d8\", \"7521f404-e20b-4d51-a1e6-94cb3c354a04\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.482}}, {\"36510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-06 19:27:35.000000+00:00\", \"2020-06-23 23:37:38.000000+00:00\"], \"session_ids\": [\"53fc5f09-ef9e-4a77-a34a-48b87670049d\", \"0e4c7013-d353-49a1-90a4-a430da050070\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}}, {\"56618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-22 11:38:26.000000+00:00\", \"2020-06-06 04:09:31.000000+00:00\", \"2020-07-19 23:34:18.000000+00:00\"], \"session_ids\": [\"ca79accf-a6f7-48ed-a28c-4c7bfd3c2757\", \"c744f114-c1a6-4e58-adce-ce541cd49ed7\", \"5a0da0f7-b81f-428d-a088-5216803c1a00\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.514}}, {\"13197\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-03 08:33:22.000000+00:00\", \"2020-02-24 21:23:28.000000+00:00\", \"2020-03-11 03:45:30.000000+00:00\", \"2021-12-03 03:54:56.000000+00:00\", \"2021-03-05 20:17:24.000000+00:00\", \"2020-02-04 05:40:24.000000+00:00\"], \"session_ids\": [\"6e5273eb-c03a-47c2-a4c3-eb0ffb56a310\", \"521a158e-d7a6-425b-813d-acf6e557964d\", \"5823a618-ac85-4015-976c-7dc66fe71870\", \"d9c117ab-fb96-4ae2-b3af-4b51abe18c3c\", \"7ff5c65c-4acc-4a6c-83e7-4fc804fb7fdd\", \"8a4013cf-3ba6-4587-a82f-fab292f5bf04\"], \"total_duration\": 123.0, \"total_sessions\": 6, \"mean_week_duration\": 1.171}}, {\"85784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-03-09 17:43:29.000000+00:00\", \"2020-08-11 15:38:08.000000+00:00\", \"2021-10-29 03:54:39.000000+00:00\", \"2021-08-10 21:59:47.000000+00:00\"], \"session_ids\": [\"6c3579a3-702e-4e8b-b97d-882112084b7a\", \"3f57717f-c126-4306-8f90-b5ae3b32c3b0\", \"19980623-2a07-4431-946b-fc576bea3dcb\", \"f6a56261-7b5e-4693-8ec7-8136e2ce973b\"], \"total_duration\": 379.0, \"total_sessions\": 4, \"mean_week_duration\": 5.922}}, {\"46123\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-16 12:20:16.000000+00:00\", \"2021-09-22 18:58:58.000000+00:00\", \"2019-07-13 09:23:29.000000+00:00\"], \"session_ids\": [\"39539c60-f6b8-4c90-8c77-5b4ecc65122c\", \"dd201601-32b3-4e0d-8731-dc910c577a03\", \"680ec8d7-5a6f-4691-8eba-b89ace0e7629\"], \"total_duration\": 396.0, \"total_sessions\": 3, \"mean_week_duration\": 3.443}}]\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[{\"54019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-29 07:32:39.000000+00:00\", \"2021-04-24 18:16:00.000000+00:00\"], \"session_ids\": [\"c00345e7-dc46-4ec6-99b4-e81b27563f1b\", \"c61ee764-775f-403b-a517-b931c4ba1e84\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.905}}, {\"12194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-02-18 12:19:50.000000+00:00\", \"2022-01-26 05:29:22.000000+00:00\"], \"session_ids\": [\"75b375f4-789a-4fad-b49f-3538969b02d8\", \"7521f404-e20b-4d51-a1e6-94cb3c354a04\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.482}}, {\"36510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-06 19:27:35.000000+00:00\", \"2020-06-23 23:37:38.000000+00:00\"], \"session_ids\": [\"53fc5f09-ef9e-4a77-a34a-48b87670049d\", \"0e4c7013-d353-49a1-90a4-a430da050070\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}}, {\"56618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-22 11:38:26.000000+00:00\", \"2020-06-06 04:09:31.000000+00:00\", \"2020-07-19 23:34:18.000000+00:00\"], \"session_ids\": [\"ca79accf-a6f7-48ed-a28c-4c7bfd3c2757\", \"c744f114-c1a6-4e58-adce-ce541cd49ed7\", \"5a0da0f7-b81f-428d-a088-5216803c1a00\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.514}}, {\"13197\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-03 08:33:22.000000+00:00\", \"2020-02-24 21:23:28.000000+00:00\", \"2020-03-11 03:45:30.000000+00:00\", \"2021-12-03 03:54:56.000000+00:00\", \"2021-03-05 20:17:24.000000+00:00\", \"2020-02-04 05:40:24.000000+00:00\"], \"session_ids\": [\"6e5273eb-c03a-47c2-a4c3-eb0ffb56a310\", \"521a158e-d7a6-425b-813d-acf6e557964d\", \"5823a618-ac85-4015-976c-7dc66fe71870\", \"d9c117ab-fb96-4ae2-b3af-4b51abe18c3c\", \"7ff5c65c-4acc-4a6c-83e7-4fc804fb7fdd\", \"8a4013cf-3ba6-4587-a82f-fab292f5bf04\"], \"total_duration\": 123.0, \"total_sessions\": 6, \"mean_week_duration\": 1.171}}, {\"85784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-03-09 17:43:29.000000+00:00\", \"2020-08-11 15:38:08.000000+00:00\", \"2021-10-29 03:54:39.000000+00:00\", \"2021-08-10 21:59:47.000000+00:00\"], \"session_ids\": [\"6c3579a3-702e-4e8b-b97d-882112084b7a\", \"3f57717f-c126-4306-8f90-b5ae3b32c3b0\", \"19980623-2a07-4431-946b-fc576bea3dcb\", \"f6a56261-7b5e-4693-8ec7-8136e2ce973b\"], \"total_duration\": 379.0, \"total_sessions\": 4, \"mean_week_duration\": 5.922}}, {\"46123\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-16 12:20:16.000000+00:00\", \"2021-09-22 18:58:58.000000+00:00\", \"2019-07-13 09:23:29.000000+00:00\"], \"session_ids\": [\"39539c60-f6b8-4c90-8c77-5b4ecc65122c\", \"dd201601-32b3-4e0d-8731-dc910c577a03\", \"680ec8d7-5a6f-4691-8eba-b89ace0e7629\"], \"total_duration\": 396.0, \"total_sessions\": 3, \"mean_week_duration\": 3.443}}]\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 5 users to me whose city isn't San Jose + sort by town center name from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"65859\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-25 07:25:47.000000+00:00\", \"2019-07-08 16:41:12.000000+00:00\"], \"session_ids\": [\"38260596-24c1-440a-8227-f47ba7041cb4\", \"6f7feb8b-0013-4957-adef-4bc9dc8ee801\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.234}, \"50159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-15 03:29:06.000000+00:00\", \"2020-12-12 18:35:46.000000+00:00\"], \"session_ids\": [\"3193060a-30d3-418f-b558-8d1973a3021d\", \"7eb8bcfe-e96b-420c-8d13-0a57c70e9881\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.679}, \"1942\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-07 17:08:33.000000+00:00\", \"2020-11-17 17:29:26.000000+00:00\"], \"session_ids\": [\"fb7ac91f-76fa-4183-8837-aa689c5b0b2e\", \"18928214-c8e1-4eb1-91e1-521334d29e37\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.809}, \"49548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-13 09:40:17.000000+00:00\", \"2020-04-15 21:16:11.000000+00:00\"], \"session_ids\": [\"f2b9fd46-56b7-47ca-93f3-b0bb5e82433f\", \"5f5e8cfe-6d09-4eea-ac1f-14a0b9dd7bdd\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 3.817}, \"33749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-03 04:48:53.000000+00:00\", \"2021-09-07 21:35:42.000000+00:00\", \"2021-12-21 03:00:30.000000+00:00\"], \"session_ids\": [\"5ed06792-860b-41cc-b0a8-50b45a98a8e7\", \"0bcaee28-6fd4-49cc-b4e5-970515be8694\", \"6fe7ffab-4d1b-4fc6-b377-7f11e703a007\"], \"total_duration\": 826.0, \"total_sessions\": 3, \"mean_week_duration\": 24.294}, \"42486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-02 07:06:44.000000+00:00\", \"2022-03-25 17:43:20.000000+00:00\"], \"session_ids\": [\"56775106-6872-4cae-a395-613552b99728\", \"55deceee-5024-4048-9deb-924fae0b10a3\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.881}, \"33358\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-07-01 21:56:53.000000+00:00\", \"2019-10-03 05:56:43.000000+00:00\"], \"session_ids\": [\"be25621b-0104-42cf-8b64-d4910a12dc97\", \"26ba2fa7-fd87-467a-bd68-eece1477f251\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.949}, \"21200\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-01 19:31:04.000000+00:00\", \"2021-03-23 21:54:12.000000+00:00\"], \"session_ids\": [\"6aee175e-899a-4716-8fa6-a1fc1fb11d3c\", \"32110a17-93a8-4641-a263-ed907781631e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.288}, \"37296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-25 10:02:30.000000+00:00\", \"2022-12-10 04:54:31.000000+00:00\"], \"session_ids\": [\"c18d3fa5-7602-40ac-b28a-b593fb9db9d7\", \"ea687c42-ae36-44e4-8904-fd6f4108d815\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 4.289}, \"8296\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-04 04:25:12.000000+00:00\", \"2021-05-27 05:09:56.000000+00:00\", \"2022-06-06 08:00:45.000000+00:00\", \"2022-05-28 18:12:45.000000+00:00\", \"2022-10-12 15:42:46.000000+00:00\", \"2022-05-11 04:34:06.000000+00:00\"], \"session_ids\": [\"c405c37b-5c65-4e09-9108-f7f220a4ff4f\", \"b357c923-2b93-4a0a-9138-b2aec5f2c562\", \"fb54cfff-7fcc-4ad8-8e18-eb71ce5dc758\", \"8783d573-b5e1-4a4f-a552-8219accc6748\", \"a6091e0e-17cb-4346-97ef-9313ff9decc8\", \"99442362-975f-42a6-90da-e53e059e661d\"], \"total_duration\": 319.0, \"total_sessions\": 6, \"mean_week_duration\": 1.812}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not San Jose"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"San Jose\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"65859\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-25 07:25:47.000000+00:00\", \"2019-07-08 16:41:12.000000+00:00\"], \"session_ids\": [\"38260596-24c1-440a-8227-f47ba7041cb4\", \"6f7feb8b-0013-4957-adef-4bc9dc8ee801\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.234}, \"50159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-15 03:29:06.000000+00:00\", \"2020-12-12 18:35:46.000000+00:00\"], \"session_ids\": [\"3193060a-30d3-418f-b558-8d1973a3021d\", \"7eb8bcfe-e96b-420c-8d13-0a57c70e9881\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.679}, \"1942\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-07 17:08:33.000000+00:00\", \"2020-11-17 17:29:26.000000+00:00\"], \"session_ids\": [\"fb7ac91f-76fa-4183-8837-aa689c5b0b2e\", \"18928214-c8e1-4eb1-91e1-521334d29e37\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.809}, \"49548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-13 09:40:17.000000+00:00\", \"2020-04-15 21:16:11.000000+00:00\"], \"session_ids\": [\"f2b9fd46-56b7-47ca-93f3-b0bb5e82433f\", \"5f5e8cfe-6d09-4eea-ac1f-14a0b9dd7bdd\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 3.817}, \"33749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-03 04:48:53.000000+00:00\", \"2021-09-07 21:35:42.000000+00:00\", \"2021-12-21 03:00:30.000000+00:00\"], \"session_ids\": [\"5ed06792-860b-41cc-b0a8-50b45a98a8e7\", \"0bcaee28-6fd4-49cc-b4e5-970515be8694\", \"6fe7ffab-4d1b-4fc6-b377-7f11e703a007\"], \"total_duration\": 826.0, \"total_sessions\": 3, \"mean_week_duration\": 24.294}, \"42486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-02 07:06:44.000000+00:00\", \"2022-03-25 17:43:20.000000+00:00\"], \"session_ids\": [\"56775106-6872-4cae-a395-613552b99728\", \"55deceee-5024-4048-9deb-924fae0b10a3\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.881}, \"33358\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-07-01 21:56:53.000000+00:00\", \"2019-10-03 05:56:43.000000+00:00\"], \"session_ids\": [\"be25621b-0104-42cf-8b64-d4910a12dc97\", \"26ba2fa7-fd87-467a-bd68-eece1477f251\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.949}, \"21200\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-01 19:31:04.000000+00:00\", \"2021-03-23 21:54:12.000000+00:00\"], \"session_ids\": [\"6aee175e-899a-4716-8fa6-a1fc1fb11d3c\", \"32110a17-93a8-4641-a263-ed907781631e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.288}, \"37296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-25 10:02:30.000000+00:00\", \"2022-12-10 04:54:31.000000+00:00\"], \"session_ids\": [\"c18d3fa5-7602-40ac-b28a-b593fb9db9d7\", \"ea687c42-ae36-44e4-8904-fd6f4108d815\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 4.289}, \"8296\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-04 04:25:12.000000+00:00\", \"2021-05-27 05:09:56.000000+00:00\", \"2022-06-06 08:00:45.000000+00:00\", \"2022-05-28 18:12:45.000000+00:00\", \"2022-10-12 15:42:46.000000+00:00\", \"2022-05-11 04:34:06.000000+00:00\"], \"session_ids\": [\"c405c37b-5c65-4e09-9108-f7f220a4ff4f\", \"b357c923-2b93-4a0a-9138-b2aec5f2c562\", \"fb54cfff-7fcc-4ad8-8e18-eb71ce5dc758\", \"8783d573-b5e1-4a4f-a552-8219accc6748\", \"a6091e0e-17cb-4346-97ef-9313ff9decc8\", \"99442362-975f-42a6-90da-e53e059e661d\"], \"total_duration\": 319.0, \"total_sessions\": 6, \"mean_week_duration\": 1.812}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21200\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-01 19:31:04.000000+00:00\", \"2021-03-23 21:54:12.000000+00:00\"], \"session_ids\": [\"6aee175e-899a-4716-8fa6-a1fc1fb11d3c\", \"32110a17-93a8-4641-a263-ed907781631e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.288}}, {\"37296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-25 10:02:30.000000+00:00\", \"2022-12-10 04:54:31.000000+00:00\"], \"session_ids\": [\"c18d3fa5-7602-40ac-b28a-b593fb9db9d7\", \"ea687c42-ae36-44e4-8904-fd6f4108d815\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 4.289}}, {\"49548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-13 09:40:17.000000+00:00\", \"2020-04-15 21:16:11.000000+00:00\"], \"session_ids\": [\"f2b9fd46-56b7-47ca-93f3-b0bb5e82433f\", \"5f5e8cfe-6d09-4eea-ac1f-14a0b9dd7bdd\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 3.817}}, {\"50159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-15 03:29:06.000000+00:00\", \"2020-12-12 18:35:46.000000+00:00\"], \"session_ids\": [\"3193060a-30d3-418f-b558-8d1973a3021d\", \"7eb8bcfe-e96b-420c-8d13-0a57c70e9881\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.679}}, {\"8296\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-04 04:25:12.000000+00:00\", \"2021-05-27 05:09:56.000000+00:00\", \"2022-06-06 08:00:45.000000+00:00\", \"2022-05-28 18:12:45.000000+00:00\", \"2022-10-12 15:42:46.000000+00:00\", \"2022-05-11 04:34:06.000000+00:00\"], \"session_ids\": [\"c405c37b-5c65-4e09-9108-f7f220a4ff4f\", \"b357c923-2b93-4a0a-9138-b2aec5f2c562\", \"fb54cfff-7fcc-4ad8-8e18-eb71ce5dc758\", \"8783d573-b5e1-4a4f-a552-8219accc6748\", \"a6091e0e-17cb-4346-97ef-9313ff9decc8\", \"99442362-975f-42a6-90da-e53e059e661d\"], \"total_duration\": 319.0, \"total_sessions\": 6, \"mean_week_duration\": 1.812}}, {\"65859\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-25 07:25:47.000000+00:00\", \"2019-07-08 16:41:12.000000+00:00\"], \"session_ids\": [\"38260596-24c1-440a-8227-f47ba7041cb4\", \"6f7feb8b-0013-4957-adef-4bc9dc8ee801\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.234}}, {\"42486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-02 07:06:44.000000+00:00\", \"2022-03-25 17:43:20.000000+00:00\"], \"session_ids\": [\"56775106-6872-4cae-a395-613552b99728\", \"55deceee-5024-4048-9deb-924fae0b10a3\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.881}}, {\"33749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-03 04:48:53.000000+00:00\", \"2021-09-07 21:35:42.000000+00:00\", \"2021-12-21 03:00:30.000000+00:00\"], \"session_ids\": [\"5ed06792-860b-41cc-b0a8-50b45a98a8e7\", \"0bcaee28-6fd4-49cc-b4e5-970515be8694\", \"6fe7ffab-4d1b-4fc6-b377-7f11e703a007\"], \"total_duration\": 826.0, \"total_sessions\": 3, \"mean_week_duration\": 24.294}}, {\"1942\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-07 17:08:33.000000+00:00\", \"2020-11-17 17:29:26.000000+00:00\"], \"session_ids\": [\"fb7ac91f-76fa-4183-8837-aa689c5b0b2e\", \"18928214-c8e1-4eb1-91e1-521334d29e37\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.809}}, {\"33358\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-07-01 21:56:53.000000+00:00\", \"2019-10-03 05:56:43.000000+00:00\"], \"session_ids\": [\"be25621b-0104-42cf-8b64-d4910a12dc97\", \"26ba2fa7-fd87-467a-bd68-eece1477f251\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.949}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21200\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-01 19:31:04.000000+00:00\", \"2021-03-23 21:54:12.000000+00:00\"], \"session_ids\": [\"6aee175e-899a-4716-8fa6-a1fc1fb11d3c\", \"32110a17-93a8-4641-a263-ed907781631e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.288}}, {\"37296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-25 10:02:30.000000+00:00\", \"2022-12-10 04:54:31.000000+00:00\"], \"session_ids\": [\"c18d3fa5-7602-40ac-b28a-b593fb9db9d7\", \"ea687c42-ae36-44e4-8904-fd6f4108d815\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 4.289}}, {\"49548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-13 09:40:17.000000+00:00\", \"2020-04-15 21:16:11.000000+00:00\"], \"session_ids\": [\"f2b9fd46-56b7-47ca-93f3-b0bb5e82433f\", \"5f5e8cfe-6d09-4eea-ac1f-14a0b9dd7bdd\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 3.817}}, {\"50159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-15 03:29:06.000000+00:00\", \"2020-12-12 18:35:46.000000+00:00\"], \"session_ids\": [\"3193060a-30d3-418f-b558-8d1973a3021d\", \"7eb8bcfe-e96b-420c-8d13-0a57c70e9881\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.679}}, {\"8296\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-04 04:25:12.000000+00:00\", \"2021-05-27 05:09:56.000000+00:00\", \"2022-06-06 08:00:45.000000+00:00\", \"2022-05-28 18:12:45.000000+00:00\", \"2022-10-12 15:42:46.000000+00:00\", \"2022-05-11 04:34:06.000000+00:00\"], \"session_ids\": [\"c405c37b-5c65-4e09-9108-f7f220a4ff4f\", \"b357c923-2b93-4a0a-9138-b2aec5f2c562\", \"fb54cfff-7fcc-4ad8-8e18-eb71ce5dc758\", \"8783d573-b5e1-4a4f-a552-8219accc6748\", \"a6091e0e-17cb-4346-97ef-9313ff9decc8\", \"99442362-975f-42a6-90da-e53e059e661d\"], \"total_duration\": 319.0, \"total_sessions\": 6, \"mean_week_duration\": 1.812}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21200\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-01 19:31:04.000000+00:00\", \"2021-03-23 21:54:12.000000+00:00\"], \"session_ids\": [\"6aee175e-899a-4716-8fa6-a1fc1fb11d3c\", \"32110a17-93a8-4641-a263-ed907781631e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.288}}, {\"37296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-25 10:02:30.000000+00:00\", \"2022-12-10 04:54:31.000000+00:00\"], \"session_ids\": [\"c18d3fa5-7602-40ac-b28a-b593fb9db9d7\", \"ea687c42-ae36-44e4-8904-fd6f4108d815\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 4.289}}, {\"49548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-13 09:40:17.000000+00:00\", \"2020-04-15 21:16:11.000000+00:00\"], \"session_ids\": [\"f2b9fd46-56b7-47ca-93f3-b0bb5e82433f\", \"5f5e8cfe-6d09-4eea-ac1f-14a0b9dd7bdd\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 3.817}}, {\"50159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-15 03:29:06.000000+00:00\", \"2020-12-12 18:35:46.000000+00:00\"], \"session_ids\": [\"3193060a-30d3-418f-b558-8d1973a3021d\", \"7eb8bcfe-e96b-420c-8d13-0a57c70e9881\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.679}}, {\"8296\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-04 04:25:12.000000+00:00\", \"2021-05-27 05:09:56.000000+00:00\", \"2022-06-06 08:00:45.000000+00:00\", \"2022-05-28 18:12:45.000000+00:00\", \"2022-10-12 15:42:46.000000+00:00\", \"2022-05-11 04:34:06.000000+00:00\"], \"session_ids\": [\"c405c37b-5c65-4e09-9108-f7f220a4ff4f\", \"b357c923-2b93-4a0a-9138-b2aec5f2c562\", \"fb54cfff-7fcc-4ad8-8e18-eb71ce5dc758\", \"8783d573-b5e1-4a4f-a552-8219accc6748\", \"a6091e0e-17cb-4346-97ef-9313ff9decc8\", \"99442362-975f-42a6-90da-e53e059e661d\"], \"total_duration\": 319.0, \"total_sessions\": 6, \"mean_week_duration\": 1.812}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 8 users who aren't folks of cities Berlin, Quito as well as put to use sorting by town name descendingly."
}
] |
[
{
"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{\"92017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-17 01:33:49.000000+00:00\", \"2019-11-04 12:27:44.000000+00:00\"], \"session_ids\": [\"3eb42c3f-018d-4aec-8483-d276b1255c46\", \"4f1848e3-a2c2-48d9-af11-ffc84638992e\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 7.015}, \"67534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-10 17:06:32.000000+00:00\", \"2021-10-04 06:55:51.000000+00:00\", \"2021-04-02 13:05:21.000000+00:00\", \"2020-10-24 21:57:03.000000+00:00\", \"2022-12-07 19:44:24.000000+00:00\", \"2022-06-12 11:05:25.000000+00:00\", \"2019-09-26 08:04:41.000000+00:00\", \"2020-06-10 14:25:40.000000+00:00\", \"2020-10-19 15:56:24.000000+00:00\"], \"session_ids\": [\"7ffc0b6f-ff64-4f0b-b2fa-0eb71cf0d331\", \"cf92beea-0c01-4e27-9fc7-78ad1bc68735\", \"d2b76770-e285-4a55-b272-299266d1ac54\", \"99282d73-c5cb-49e2-9e79-43dae0ba2b58\", \"2ff81c87-71ee-48d8-a5c8-c24d0b4da8e7\", \"2e0895ae-1a7d-4c9f-8d94-7dc10174a78b\", \"79bb0195-ca2a-48ae-9acd-30804b9ded45\", \"3e759655-60a6-4e41-9ec0-157ffd157b42\", \"1873bbc0-6da1-4568-ad32-339e4beb43f0\"], \"total_duration\": 2831.0, \"total_sessions\": 9, \"mean_week_duration\": 15.641}, \"70400\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-08-02 12:32:06.000000+00:00\", \"2022-05-06 11:49:55.000000+00:00\"], \"session_ids\": [\"e83a16c4-075d-4b55-9bde-5112667742bc\", \"7d658a26-1793-47d6-8078-904b31f8098f\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 7.308}, \"79432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-18 05:42:55.000000+00:00\", \"2019-10-08 16:38:39.000000+00:00\", \"2021-04-07 00:05:33.000000+00:00\", \"2020-01-29 10:38:08.000000+00:00\", \"2020-05-14 05:42:19.000000+00:00\"], \"session_ids\": [\"05bde086-d1a7-49b2-a84e-7098cef4ec49\", \"92d7d35f-18fd-4b6b-a6aa-dc18ab272858\", \"d927605a-565f-46f6-8444-a9c9908320dc\", \"e8640e12-85f7-4e3a-9be0-11b51f33dc87\", \"33f09fa8-5448-4a8a-be14-316e1acc77c5\"], \"total_duration\": 225.0, \"total_sessions\": 5, \"mean_week_duration\": 2.123}, \"80202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-02 15:50:49.000000+00:00\", \"2019-04-07 23:30:05.000000+00:00\", \"2020-08-02 06:06:03.000000+00:00\", \"2023-05-02 16:57:23.000000+00:00\"], \"session_ids\": [\"8ced18f5-16bd-410b-afba-1b000bdede92\", \"596c33e5-48c5-4014-9408-064fbe449abc\", \"7f1f5137-e743-4fef-8d29-b7c8369416f0\", \"b5a1ba7f-0d58-49ec-a29b-079f90d83afe\"], \"total_duration\": 405.0, \"total_sessions\": 4, \"mean_week_duration\": 1.901}, \"28163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-05-24 16:14:08.000000+00:00\", \"2021-11-20 10:07:12.000000+00:00\", \"2019-04-06 19:34:44.000000+00:00\", \"2021-05-13 15:54:02.000000+00:00\"], \"session_ids\": [\"0166a54e-340f-4c00-b2aa-3ea4c6b6bd3c\", \"5a9a574c-c430-46f1-85fa-37db766e3b9e\", \"1a15c28e-95eb-4e78-a124-1ec62e8a61ba\", \"88e15fc4-87dc-4112-af5b-bf922d9690a5\"], \"total_duration\": 1326.0, \"total_sessions\": 4, \"mean_week_duration\": 9.679}, \"44233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-12 18:26:50.000000+00:00\", \"2021-09-08 22:56:35.000000+00:00\", \"2022-02-02 11:37:20.000000+00:00\", \"2019-07-21 05:56:40.000000+00:00\", \"2023-03-23 17:46:40.000000+00:00\", \"2022-03-21 10:32:51.000000+00:00\", \"2019-03-16 06:29:19.000000+00:00\"], \"session_ids\": [\"1851d2ff-a88f-4f68-a495-b9668e98af0a\", \"1f1f6a0f-3319-470e-8d43-44ba07bbe75d\", \"08724547-d073-401b-892a-a31e2e59bf96\", \"b55580d3-6399-4bf6-b2cd-cc5ac32cdee5\", \"bfa83f2f-27cb-4c98-9eea-59e4ba9c0cf0\", \"10ca0c73-a654-4454-82bd-3fc32467ee2c\", \"5d5f57a4-0890-46ad-9cf2-0d3b61a945ec\"], \"total_duration\": 258.0, \"total_sessions\": 7, \"mean_week_duration\": 1.229}, \"80611\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-22 20:05:13.000000+00:00\", \"2019-11-05 17:45:04.000000+00:00\", \"2021-09-10 04:52:43.000000+00:00\"], \"session_ids\": [\"6d5c7426-782a-4cb7-9dd0-d946810b81d6\", \"2c13ff4e-37f0-4da9-a864-951ab5abefde\", \"0cf91da0-12fa-454e-ab90-e56eadd38620\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 4.99}, \"42711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-01-29 10:04:03.000000+00:00\", \"2021-11-25 19:26:41.000000+00:00\"], \"session_ids\": [\"b8ca4d4c-4379-47ee-97f3-b36011838e81\", \"bc85d288-adee-4f5d-a10d-ef85dfbae12b\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.034}, \"64943\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-05-26 07:45:55.000000+00:00\", \"2023-04-30 22:23:41.000000+00:00\", \"2019-10-30 11:22:04.000000+00:00\", \"2022-10-23 23:40:52.000000+00:00\", \"2021-04-27 09:34:36.000000+00:00\", \"2023-06-30 09:00:33.000000+00:00\"], \"session_ids\": [\"0ab59da9-839c-4ae4-b61d-f80f63019676\", \"3fd782df-66fa-4870-8a25-8564d3b9d799\", \"77e77374-7903-4d6b-96ae-d299d89a0b01\", \"e0d32306-0351-4ffd-8a56-7f3a489bc769\", \"afb27f6a-4b67-4135-8cc4-d287dc380a16\", \"2635dd8d-bcfe-49c4-bf60-c0d852672f74\"], \"total_duration\": 1173.0, \"total_sessions\": 6, \"mean_week_duration\": 6.109}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Berlin, Quito"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\", \"Quito\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-17 01:33:49.000000+00:00\", \"2019-11-04 12:27:44.000000+00:00\"], \"session_ids\": [\"3eb42c3f-018d-4aec-8483-d276b1255c46\", \"4f1848e3-a2c2-48d9-af11-ffc84638992e\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 7.015}, \"67534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-10 17:06:32.000000+00:00\", \"2021-10-04 06:55:51.000000+00:00\", \"2021-04-02 13:05:21.000000+00:00\", \"2020-10-24 21:57:03.000000+00:00\", \"2022-12-07 19:44:24.000000+00:00\", \"2022-06-12 11:05:25.000000+00:00\", \"2019-09-26 08:04:41.000000+00:00\", \"2020-06-10 14:25:40.000000+00:00\", \"2020-10-19 15:56:24.000000+00:00\"], \"session_ids\": [\"7ffc0b6f-ff64-4f0b-b2fa-0eb71cf0d331\", \"cf92beea-0c01-4e27-9fc7-78ad1bc68735\", \"d2b76770-e285-4a55-b272-299266d1ac54\", \"99282d73-c5cb-49e2-9e79-43dae0ba2b58\", \"2ff81c87-71ee-48d8-a5c8-c24d0b4da8e7\", \"2e0895ae-1a7d-4c9f-8d94-7dc10174a78b\", \"79bb0195-ca2a-48ae-9acd-30804b9ded45\", \"3e759655-60a6-4e41-9ec0-157ffd157b42\", \"1873bbc0-6da1-4568-ad32-339e4beb43f0\"], \"total_duration\": 2831.0, \"total_sessions\": 9, \"mean_week_duration\": 15.641}, \"70400\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-08-02 12:32:06.000000+00:00\", \"2022-05-06 11:49:55.000000+00:00\"], \"session_ids\": [\"e83a16c4-075d-4b55-9bde-5112667742bc\", \"7d658a26-1793-47d6-8078-904b31f8098f\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 7.308}, \"79432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-18 05:42:55.000000+00:00\", \"2019-10-08 16:38:39.000000+00:00\", \"2021-04-07 00:05:33.000000+00:00\", \"2020-01-29 10:38:08.000000+00:00\", \"2020-05-14 05:42:19.000000+00:00\"], \"session_ids\": [\"05bde086-d1a7-49b2-a84e-7098cef4ec49\", \"92d7d35f-18fd-4b6b-a6aa-dc18ab272858\", \"d927605a-565f-46f6-8444-a9c9908320dc\", \"e8640e12-85f7-4e3a-9be0-11b51f33dc87\", \"33f09fa8-5448-4a8a-be14-316e1acc77c5\"], \"total_duration\": 225.0, \"total_sessions\": 5, \"mean_week_duration\": 2.123}, \"80202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-02 15:50:49.000000+00:00\", \"2019-04-07 23:30:05.000000+00:00\", \"2020-08-02 06:06:03.000000+00:00\", \"2023-05-02 16:57:23.000000+00:00\"], \"session_ids\": [\"8ced18f5-16bd-410b-afba-1b000bdede92\", \"596c33e5-48c5-4014-9408-064fbe449abc\", \"7f1f5137-e743-4fef-8d29-b7c8369416f0\", \"b5a1ba7f-0d58-49ec-a29b-079f90d83afe\"], \"total_duration\": 405.0, \"total_sessions\": 4, \"mean_week_duration\": 1.901}, \"28163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-05-24 16:14:08.000000+00:00\", \"2021-11-20 10:07:12.000000+00:00\", \"2019-04-06 19:34:44.000000+00:00\", \"2021-05-13 15:54:02.000000+00:00\"], \"session_ids\": [\"0166a54e-340f-4c00-b2aa-3ea4c6b6bd3c\", \"5a9a574c-c430-46f1-85fa-37db766e3b9e\", \"1a15c28e-95eb-4e78-a124-1ec62e8a61ba\", \"88e15fc4-87dc-4112-af5b-bf922d9690a5\"], \"total_duration\": 1326.0, \"total_sessions\": 4, \"mean_week_duration\": 9.679}, \"44233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-12 18:26:50.000000+00:00\", \"2021-09-08 22:56:35.000000+00:00\", \"2022-02-02 11:37:20.000000+00:00\", \"2019-07-21 05:56:40.000000+00:00\", \"2023-03-23 17:46:40.000000+00:00\", \"2022-03-21 10:32:51.000000+00:00\", \"2019-03-16 06:29:19.000000+00:00\"], \"session_ids\": [\"1851d2ff-a88f-4f68-a495-b9668e98af0a\", \"1f1f6a0f-3319-470e-8d43-44ba07bbe75d\", \"08724547-d073-401b-892a-a31e2e59bf96\", \"b55580d3-6399-4bf6-b2cd-cc5ac32cdee5\", \"bfa83f2f-27cb-4c98-9eea-59e4ba9c0cf0\", \"10ca0c73-a654-4454-82bd-3fc32467ee2c\", \"5d5f57a4-0890-46ad-9cf2-0d3b61a945ec\"], \"total_duration\": 258.0, \"total_sessions\": 7, \"mean_week_duration\": 1.229}, \"80611\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-22 20:05:13.000000+00:00\", \"2019-11-05 17:45:04.000000+00:00\", \"2021-09-10 04:52:43.000000+00:00\"], \"session_ids\": [\"6d5c7426-782a-4cb7-9dd0-d946810b81d6\", \"2c13ff4e-37f0-4da9-a864-951ab5abefde\", \"0cf91da0-12fa-454e-ab90-e56eadd38620\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 4.99}, \"42711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-01-29 10:04:03.000000+00:00\", \"2021-11-25 19:26:41.000000+00:00\"], \"session_ids\": [\"b8ca4d4c-4379-47ee-97f3-b36011838e81\", \"bc85d288-adee-4f5d-a10d-ef85dfbae12b\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.034}, \"64943\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-05-26 07:45:55.000000+00:00\", \"2023-04-30 22:23:41.000000+00:00\", \"2019-10-30 11:22:04.000000+00:00\", \"2022-10-23 23:40:52.000000+00:00\", \"2021-04-27 09:34:36.000000+00:00\", \"2023-06-30 09:00:33.000000+00:00\"], \"session_ids\": [\"0ab59da9-839c-4ae4-b61d-f80f63019676\", \"3fd782df-66fa-4870-8a25-8564d3b9d799\", \"77e77374-7903-4d6b-96ae-d299d89a0b01\", \"e0d32306-0351-4ffd-8a56-7f3a489bc769\", \"afb27f6a-4b67-4135-8cc4-d287dc380a16\", \"2635dd8d-bcfe-49c4-bf60-c0d852672f74\"], \"total_duration\": 1173.0, \"total_sessions\": 6, \"mean_week_duration\": 6.109}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80611\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-22 20:05:13.000000+00:00\", \"2019-11-05 17:45:04.000000+00:00\", \"2021-09-10 04:52:43.000000+00:00\"], \"session_ids\": [\"6d5c7426-782a-4cb7-9dd0-d946810b81d6\", \"2c13ff4e-37f0-4da9-a864-951ab5abefde\", \"0cf91da0-12fa-454e-ab90-e56eadd38620\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 4.99}}, {\"64943\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-05-26 07:45:55.000000+00:00\", \"2023-04-30 22:23:41.000000+00:00\", \"2019-10-30 11:22:04.000000+00:00\", \"2022-10-23 23:40:52.000000+00:00\", \"2021-04-27 09:34:36.000000+00:00\", \"2023-06-30 09:00:33.000000+00:00\"], \"session_ids\": [\"0ab59da9-839c-4ae4-b61d-f80f63019676\", \"3fd782df-66fa-4870-8a25-8564d3b9d799\", \"77e77374-7903-4d6b-96ae-d299d89a0b01\", \"e0d32306-0351-4ffd-8a56-7f3a489bc769\", \"afb27f6a-4b67-4135-8cc4-d287dc380a16\", \"2635dd8d-bcfe-49c4-bf60-c0d852672f74\"], \"total_duration\": 1173.0, \"total_sessions\": 6, \"mean_week_duration\": 6.109}}, {\"28163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-05-24 16:14:08.000000+00:00\", \"2021-11-20 10:07:12.000000+00:00\", \"2019-04-06 19:34:44.000000+00:00\", \"2021-05-13 15:54:02.000000+00:00\"], \"session_ids\": [\"0166a54e-340f-4c00-b2aa-3ea4c6b6bd3c\", \"5a9a574c-c430-46f1-85fa-37db766e3b9e\", \"1a15c28e-95eb-4e78-a124-1ec62e8a61ba\", \"88e15fc4-87dc-4112-af5b-bf922d9690a5\"], \"total_duration\": 1326.0, \"total_sessions\": 4, \"mean_week_duration\": 9.679}}, {\"67534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-10 17:06:32.000000+00:00\", \"2021-10-04 06:55:51.000000+00:00\", \"2021-04-02 13:05:21.000000+00:00\", \"2020-10-24 21:57:03.000000+00:00\", \"2022-12-07 19:44:24.000000+00:00\", \"2022-06-12 11:05:25.000000+00:00\", \"2019-09-26 08:04:41.000000+00:00\", \"2020-06-10 14:25:40.000000+00:00\", \"2020-10-19 15:56:24.000000+00:00\"], \"session_ids\": [\"7ffc0b6f-ff64-4f0b-b2fa-0eb71cf0d331\", \"cf92beea-0c01-4e27-9fc7-78ad1bc68735\", \"d2b76770-e285-4a55-b272-299266d1ac54\", \"99282d73-c5cb-49e2-9e79-43dae0ba2b58\", \"2ff81c87-71ee-48d8-a5c8-c24d0b4da8e7\", \"2e0895ae-1a7d-4c9f-8d94-7dc10174a78b\", \"79bb0195-ca2a-48ae-9acd-30804b9ded45\", \"3e759655-60a6-4e41-9ec0-157ffd157b42\", \"1873bbc0-6da1-4568-ad32-339e4beb43f0\"], \"total_duration\": 2831.0, \"total_sessions\": 9, \"mean_week_duration\": 15.641}}, {\"80202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-02 15:50:49.000000+00:00\", \"2019-04-07 23:30:05.000000+00:00\", \"2020-08-02 06:06:03.000000+00:00\", \"2023-05-02 16:57:23.000000+00:00\"], \"session_ids\": [\"8ced18f5-16bd-410b-afba-1b000bdede92\", \"596c33e5-48c5-4014-9408-064fbe449abc\", \"7f1f5137-e743-4fef-8d29-b7c8369416f0\", \"b5a1ba7f-0d58-49ec-a29b-079f90d83afe\"], \"total_duration\": 405.0, \"total_sessions\": 4, \"mean_week_duration\": 1.901}}, {\"79432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-18 05:42:55.000000+00:00\", \"2019-10-08 16:38:39.000000+00:00\", \"2021-04-07 00:05:33.000000+00:00\", \"2020-01-29 10:38:08.000000+00:00\", \"2020-05-14 05:42:19.000000+00:00\"], \"session_ids\": [\"05bde086-d1a7-49b2-a84e-7098cef4ec49\", \"92d7d35f-18fd-4b6b-a6aa-dc18ab272858\", \"d927605a-565f-46f6-8444-a9c9908320dc\", \"e8640e12-85f7-4e3a-9be0-11b51f33dc87\", \"33f09fa8-5448-4a8a-be14-316e1acc77c5\"], \"total_duration\": 225.0, \"total_sessions\": 5, \"mean_week_duration\": 2.123}}, {\"44233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-12 18:26:50.000000+00:00\", \"2021-09-08 22:56:35.000000+00:00\", \"2022-02-02 11:37:20.000000+00:00\", \"2019-07-21 05:56:40.000000+00:00\", \"2023-03-23 17:46:40.000000+00:00\", \"2022-03-21 10:32:51.000000+00:00\", \"2019-03-16 06:29:19.000000+00:00\"], \"session_ids\": [\"1851d2ff-a88f-4f68-a495-b9668e98af0a\", \"1f1f6a0f-3319-470e-8d43-44ba07bbe75d\", \"08724547-d073-401b-892a-a31e2e59bf96\", \"b55580d3-6399-4bf6-b2cd-cc5ac32cdee5\", \"bfa83f2f-27cb-4c98-9eea-59e4ba9c0cf0\", \"10ca0c73-a654-4454-82bd-3fc32467ee2c\", \"5d5f57a4-0890-46ad-9cf2-0d3b61a945ec\"], \"total_duration\": 258.0, \"total_sessions\": 7, \"mean_week_duration\": 1.229}}, {\"42711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-01-29 10:04:03.000000+00:00\", \"2021-11-25 19:26:41.000000+00:00\"], \"session_ids\": [\"b8ca4d4c-4379-47ee-97f3-b36011838e81\", \"bc85d288-adee-4f5d-a10d-ef85dfbae12b\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.034}}, {\"92017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-17 01:33:49.000000+00:00\", \"2019-11-04 12:27:44.000000+00:00\"], \"session_ids\": [\"3eb42c3f-018d-4aec-8483-d276b1255c46\", \"4f1848e3-a2c2-48d9-af11-ffc84638992e\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 7.015}}, {\"70400\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-08-02 12:32:06.000000+00:00\", \"2022-05-06 11:49:55.000000+00:00\"], \"session_ids\": [\"e83a16c4-075d-4b55-9bde-5112667742bc\", \"7d658a26-1793-47d6-8078-904b31f8098f\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 7.308}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80611\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-22 20:05:13.000000+00:00\", \"2019-11-05 17:45:04.000000+00:00\", \"2021-09-10 04:52:43.000000+00:00\"], \"session_ids\": [\"6d5c7426-782a-4cb7-9dd0-d946810b81d6\", \"2c13ff4e-37f0-4da9-a864-951ab5abefde\", \"0cf91da0-12fa-454e-ab90-e56eadd38620\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 4.99}}, {\"64943\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-05-26 07:45:55.000000+00:00\", \"2023-04-30 22:23:41.000000+00:00\", \"2019-10-30 11:22:04.000000+00:00\", \"2022-10-23 23:40:52.000000+00:00\", \"2021-04-27 09:34:36.000000+00:00\", \"2023-06-30 09:00:33.000000+00:00\"], \"session_ids\": [\"0ab59da9-839c-4ae4-b61d-f80f63019676\", \"3fd782df-66fa-4870-8a25-8564d3b9d799\", \"77e77374-7903-4d6b-96ae-d299d89a0b01\", \"e0d32306-0351-4ffd-8a56-7f3a489bc769\", \"afb27f6a-4b67-4135-8cc4-d287dc380a16\", \"2635dd8d-bcfe-49c4-bf60-c0d852672f74\"], \"total_duration\": 1173.0, \"total_sessions\": 6, \"mean_week_duration\": 6.109}}, {\"28163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-05-24 16:14:08.000000+00:00\", \"2021-11-20 10:07:12.000000+00:00\", \"2019-04-06 19:34:44.000000+00:00\", \"2021-05-13 15:54:02.000000+00:00\"], \"session_ids\": [\"0166a54e-340f-4c00-b2aa-3ea4c6b6bd3c\", \"5a9a574c-c430-46f1-85fa-37db766e3b9e\", \"1a15c28e-95eb-4e78-a124-1ec62e8a61ba\", \"88e15fc4-87dc-4112-af5b-bf922d9690a5\"], \"total_duration\": 1326.0, \"total_sessions\": 4, \"mean_week_duration\": 9.679}}, {\"67534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-10 17:06:32.000000+00:00\", \"2021-10-04 06:55:51.000000+00:00\", \"2021-04-02 13:05:21.000000+00:00\", \"2020-10-24 21:57:03.000000+00:00\", \"2022-12-07 19:44:24.000000+00:00\", \"2022-06-12 11:05:25.000000+00:00\", \"2019-09-26 08:04:41.000000+00:00\", \"2020-06-10 14:25:40.000000+00:00\", \"2020-10-19 15:56:24.000000+00:00\"], \"session_ids\": [\"7ffc0b6f-ff64-4f0b-b2fa-0eb71cf0d331\", \"cf92beea-0c01-4e27-9fc7-78ad1bc68735\", \"d2b76770-e285-4a55-b272-299266d1ac54\", \"99282d73-c5cb-49e2-9e79-43dae0ba2b58\", \"2ff81c87-71ee-48d8-a5c8-c24d0b4da8e7\", \"2e0895ae-1a7d-4c9f-8d94-7dc10174a78b\", \"79bb0195-ca2a-48ae-9acd-30804b9ded45\", \"3e759655-60a6-4e41-9ec0-157ffd157b42\", \"1873bbc0-6da1-4568-ad32-339e4beb43f0\"], \"total_duration\": 2831.0, \"total_sessions\": 9, \"mean_week_duration\": 15.641}}, {\"80202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-02 15:50:49.000000+00:00\", \"2019-04-07 23:30:05.000000+00:00\", \"2020-08-02 06:06:03.000000+00:00\", \"2023-05-02 16:57:23.000000+00:00\"], \"session_ids\": [\"8ced18f5-16bd-410b-afba-1b000bdede92\", \"596c33e5-48c5-4014-9408-064fbe449abc\", \"7f1f5137-e743-4fef-8d29-b7c8369416f0\", \"b5a1ba7f-0d58-49ec-a29b-079f90d83afe\"], \"total_duration\": 405.0, \"total_sessions\": 4, \"mean_week_duration\": 1.901}}, {\"79432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-18 05:42:55.000000+00:00\", \"2019-10-08 16:38:39.000000+00:00\", \"2021-04-07 00:05:33.000000+00:00\", \"2020-01-29 10:38:08.000000+00:00\", \"2020-05-14 05:42:19.000000+00:00\"], \"session_ids\": [\"05bde086-d1a7-49b2-a84e-7098cef4ec49\", \"92d7d35f-18fd-4b6b-a6aa-dc18ab272858\", \"d927605a-565f-46f6-8444-a9c9908320dc\", \"e8640e12-85f7-4e3a-9be0-11b51f33dc87\", \"33f09fa8-5448-4a8a-be14-316e1acc77c5\"], \"total_duration\": 225.0, \"total_sessions\": 5, \"mean_week_duration\": 2.123}}, {\"44233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-12 18:26:50.000000+00:00\", \"2021-09-08 22:56:35.000000+00:00\", \"2022-02-02 11:37:20.000000+00:00\", \"2019-07-21 05:56:40.000000+00:00\", \"2023-03-23 17:46:40.000000+00:00\", \"2022-03-21 10:32:51.000000+00:00\", \"2019-03-16 06:29:19.000000+00:00\"], \"session_ids\": [\"1851d2ff-a88f-4f68-a495-b9668e98af0a\", \"1f1f6a0f-3319-470e-8d43-44ba07bbe75d\", \"08724547-d073-401b-892a-a31e2e59bf96\", \"b55580d3-6399-4bf6-b2cd-cc5ac32cdee5\", \"bfa83f2f-27cb-4c98-9eea-59e4ba9c0cf0\", \"10ca0c73-a654-4454-82bd-3fc32467ee2c\", \"5d5f57a4-0890-46ad-9cf2-0d3b61a945ec\"], \"total_duration\": 258.0, \"total_sessions\": 7, \"mean_week_duration\": 1.229}}, {\"42711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-01-29 10:04:03.000000+00:00\", \"2021-11-25 19:26:41.000000+00:00\"], \"session_ids\": [\"b8ca4d4c-4379-47ee-97f3-b36011838e81\", \"bc85d288-adee-4f5d-a10d-ef85dfbae12b\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.034}}]\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[{\"80611\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-22 20:05:13.000000+00:00\", \"2019-11-05 17:45:04.000000+00:00\", \"2021-09-10 04:52:43.000000+00:00\"], \"session_ids\": [\"6d5c7426-782a-4cb7-9dd0-d946810b81d6\", \"2c13ff4e-37f0-4da9-a864-951ab5abefde\", \"0cf91da0-12fa-454e-ab90-e56eadd38620\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 4.99}}, {\"64943\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-05-26 07:45:55.000000+00:00\", \"2023-04-30 22:23:41.000000+00:00\", \"2019-10-30 11:22:04.000000+00:00\", \"2022-10-23 23:40:52.000000+00:00\", \"2021-04-27 09:34:36.000000+00:00\", \"2023-06-30 09:00:33.000000+00:00\"], \"session_ids\": [\"0ab59da9-839c-4ae4-b61d-f80f63019676\", \"3fd782df-66fa-4870-8a25-8564d3b9d799\", \"77e77374-7903-4d6b-96ae-d299d89a0b01\", \"e0d32306-0351-4ffd-8a56-7f3a489bc769\", \"afb27f6a-4b67-4135-8cc4-d287dc380a16\", \"2635dd8d-bcfe-49c4-bf60-c0d852672f74\"], \"total_duration\": 1173.0, \"total_sessions\": 6, \"mean_week_duration\": 6.109}}, {\"28163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-05-24 16:14:08.000000+00:00\", \"2021-11-20 10:07:12.000000+00:00\", \"2019-04-06 19:34:44.000000+00:00\", \"2021-05-13 15:54:02.000000+00:00\"], \"session_ids\": [\"0166a54e-340f-4c00-b2aa-3ea4c6b6bd3c\", \"5a9a574c-c430-46f1-85fa-37db766e3b9e\", \"1a15c28e-95eb-4e78-a124-1ec62e8a61ba\", \"88e15fc4-87dc-4112-af5b-bf922d9690a5\"], \"total_duration\": 1326.0, \"total_sessions\": 4, \"mean_week_duration\": 9.679}}, {\"67534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-10 17:06:32.000000+00:00\", \"2021-10-04 06:55:51.000000+00:00\", \"2021-04-02 13:05:21.000000+00:00\", \"2020-10-24 21:57:03.000000+00:00\", \"2022-12-07 19:44:24.000000+00:00\", \"2022-06-12 11:05:25.000000+00:00\", \"2019-09-26 08:04:41.000000+00:00\", \"2020-06-10 14:25:40.000000+00:00\", \"2020-10-19 15:56:24.000000+00:00\"], \"session_ids\": [\"7ffc0b6f-ff64-4f0b-b2fa-0eb71cf0d331\", \"cf92beea-0c01-4e27-9fc7-78ad1bc68735\", \"d2b76770-e285-4a55-b272-299266d1ac54\", \"99282d73-c5cb-49e2-9e79-43dae0ba2b58\", \"2ff81c87-71ee-48d8-a5c8-c24d0b4da8e7\", \"2e0895ae-1a7d-4c9f-8d94-7dc10174a78b\", \"79bb0195-ca2a-48ae-9acd-30804b9ded45\", \"3e759655-60a6-4e41-9ec0-157ffd157b42\", \"1873bbc0-6da1-4568-ad32-339e4beb43f0\"], \"total_duration\": 2831.0, \"total_sessions\": 9, \"mean_week_duration\": 15.641}}, {\"80202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-02 15:50:49.000000+00:00\", \"2019-04-07 23:30:05.000000+00:00\", \"2020-08-02 06:06:03.000000+00:00\", \"2023-05-02 16:57:23.000000+00:00\"], \"session_ids\": [\"8ced18f5-16bd-410b-afba-1b000bdede92\", \"596c33e5-48c5-4014-9408-064fbe449abc\", \"7f1f5137-e743-4fef-8d29-b7c8369416f0\", \"b5a1ba7f-0d58-49ec-a29b-079f90d83afe\"], \"total_duration\": 405.0, \"total_sessions\": 4, \"mean_week_duration\": 1.901}}, {\"79432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-18 05:42:55.000000+00:00\", \"2019-10-08 16:38:39.000000+00:00\", \"2021-04-07 00:05:33.000000+00:00\", \"2020-01-29 10:38:08.000000+00:00\", \"2020-05-14 05:42:19.000000+00:00\"], \"session_ids\": [\"05bde086-d1a7-49b2-a84e-7098cef4ec49\", \"92d7d35f-18fd-4b6b-a6aa-dc18ab272858\", \"d927605a-565f-46f6-8444-a9c9908320dc\", \"e8640e12-85f7-4e3a-9be0-11b51f33dc87\", \"33f09fa8-5448-4a8a-be14-316e1acc77c5\"], \"total_duration\": 225.0, \"total_sessions\": 5, \"mean_week_duration\": 2.123}}, {\"44233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-12 18:26:50.000000+00:00\", \"2021-09-08 22:56:35.000000+00:00\", \"2022-02-02 11:37:20.000000+00:00\", \"2019-07-21 05:56:40.000000+00:00\", \"2023-03-23 17:46:40.000000+00:00\", \"2022-03-21 10:32:51.000000+00:00\", \"2019-03-16 06:29:19.000000+00:00\"], \"session_ids\": [\"1851d2ff-a88f-4f68-a495-b9668e98af0a\", \"1f1f6a0f-3319-470e-8d43-44ba07bbe75d\", \"08724547-d073-401b-892a-a31e2e59bf96\", \"b55580d3-6399-4bf6-b2cd-cc5ac32cdee5\", \"bfa83f2f-27cb-4c98-9eea-59e4ba9c0cf0\", \"10ca0c73-a654-4454-82bd-3fc32467ee2c\", \"5d5f57a4-0890-46ad-9cf2-0d3b61a945ec\"], \"total_duration\": 258.0, \"total_sessions\": 7, \"mean_week_duration\": 1.229}}, {\"42711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-01-29 10:04:03.000000+00:00\", \"2021-11-25 19:26:41.000000+00:00\"], \"session_ids\": [\"b8ca4d4c-4379-47ee-97f3-b36011838e81\", \"bc85d288-adee-4f5d-a10d-ef85dfbae12b\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.034}}]\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 4 users with a duration of sessions per week that is below 4 + execute sorting by urban center name form the lowest to the highest and in addition display me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69809\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-03 10:35:20.000000+00:00\", \"2020-01-05 12:21:56.000000+00:00\", \"2020-07-30 00:13:56.000000+00:00\", \"2021-07-09 16:17:08.000000+00:00\", \"2023-01-10 03:14:34.000000+00:00\", \"2021-05-13 03:11:33.000000+00:00\", \"2019-05-11 13:08:54.000000+00:00\", \"2022-11-20 09:12:23.000000+00:00\", \"2021-05-17 02:06:05.000000+00:00\"], \"session_ids\": [\"13ffde9d-3f39-4fb2-8bc8-4c22c0c64fe8\", \"d3282757-14e5-4fc8-bb78-bcbf11ceffe8\", \"76f011ed-4549-4dd4-895e-058eae75f58c\", \"9a26af52-1082-4f77-a37f-c013447d08f6\", \"d3797540-238e-478c-bc29-6657ac2aa4d6\", \"c05fd21c-1a4b-4e41-8c9a-3a18dd6374f5\", \"e679c23f-c0ea-434a-9741-ee9579e1fe2a\", \"cfd4bea0-3216-467b-a85c-ee4dbda01788\", \"03c68411-364c-4960-8d9e-b809d617ad1e\"], \"total_duration\": 27731.0, \"total_sessions\": 9, \"mean_week_duration\": 144.432}, \"19929\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-01-30 12:12:11.000000+00:00\", \"2021-04-09 21:44:17.000000+00:00\", \"2020-06-01 09:10:08.000000+00:00\", \"2021-09-03 19:14:49.000000+00:00\", \"2019-01-08 04:59:37.000000+00:00\", \"2022-10-29 04:05:22.000000+00:00\", \"2023-01-14 13:07:05.000000+00:00\"], \"session_ids\": [\"dfda709b-a488-4ad4-8559-bc000e59896f\", \"964438cb-adc6-445d-b22d-15f468cf3bba\", \"db857ee6-514b-437f-bb49-cbe5af44a17d\", \"c044cc46-c5bf-4549-87db-f898737250e9\", \"2028a752-2242-4abf-8ce3-bd09ef36c166\", \"6e9f6446-c8c0-432c-ba9a-32c0d6a2db71\", \"3165a18d-c490-4e51-8c4d-71a16c62683d\"], \"total_duration\": 417.0, \"total_sessions\": 7, \"mean_week_duration\": 1.967}, \"41321\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-22 02:06:24.000000+00:00\", \"2019-05-21 21:39:26.000000+00:00\", \"2021-09-14 23:29:38.000000+00:00\"], \"session_ids\": [\"65b0fa08-ac73-4978-b5ad-5eab17b6e4ff\", \"e68b113a-514d-419a-b366-99bddea5016c\", \"9c7535eb-50a8-4669-b8fd-a4d609f3c02f\"], \"total_duration\": 1098.0, \"total_sessions\": 3, \"mean_week_duration\": 7.176}, \"13511\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-20 03:09:10.000000+00:00\", \"2020-01-25 19:00:56.000000+00:00\", \"2020-06-14 05:13:23.000000+00:00\"], \"session_ids\": [\"4fec68f2-550b-4f4f-b13a-2f888b26ce75\", \"9ec08ef9-2f99-4821-8cad-b9f81a67e740\", \"2b8139dd-ea17-4231-b715-f41a7c92bc68\"], \"total_duration\": 1071.0, \"total_sessions\": 3, \"mean_week_duration\": 19.125}, \"88452\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-11 02:47:38.000000+00:00\", \"2021-04-24 17:58:27.000000+00:00\", \"2023-06-09 09:47:07.000000+00:00\", \"2020-12-17 03:15:36.000000+00:00\", \"2023-04-09 02:57:08.000000+00:00\"], \"session_ids\": [\"3e86ceb8-1d3c-4ebd-a6fa-4904211743ed\", \"f59359f0-4785-4cee-b76b-986e62d1b907\", \"c447f90c-d5e7-416f-a255-25d94cb11718\", \"a31bb8b4-e879-4895-b524-95d2f4a99ac1\", \"22984d60-ce88-4429-bc1d-c1b2d2aa00d6\"], \"total_duration\": 73.0, \"total_sessions\": 5, \"mean_week_duration\": 0.562}, \"48031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-05-28 15:06:14.000000+00:00\", \"2022-02-15 06:28:18.000000+00:00\"], \"session_ids\": [\"b3bc212a-be98-4b40-a0e7-9d0d938b275f\", \"8e5998a0-a576-4809-b46e-c8376b9bddc7\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.97}, \"83480\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-07 19:24:56.000000+00:00\", \"2023-02-27 19:05:05.000000+00:00\", \"2021-08-12 03:03:50.000000+00:00\", \"2020-05-05 02:39:14.000000+00:00\"], \"session_ids\": [\"454deca6-db7d-4b58-aa38-9b50c7309e3c\", \"074e8056-ffb3-4490-ad8d-35d5c0e289aa\", \"0982c628-ca1c-4f05-b62c-a194873b175e\", \"917f4639-1e0c-40c2-ae4a-960bac237441\"], \"total_duration\": 1743.0, \"total_sessions\": 4, \"mean_week_duration\": 8.586}, \"43286\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-25 16:57:07.000000+00:00\", \"2020-03-14 05:18:46.000000+00:00\", \"2021-11-14 13:43:20.000000+00:00\", \"2019-11-19 12:34:15.000000+00:00\", \"2020-11-15 16:27:44.000000+00:00\", \"2022-05-30 09:37:15.000000+00:00\", \"2022-11-10 12:22:35.000000+00:00\"], \"session_ids\": [\"3625cd30-b39e-4ee0-9c0d-a53f126e5152\", \"de765ecc-5bca-4c34-8da6-c0733466ac97\", \"eff6ef87-02a7-4f5b-80e7-da19b79ae754\", \"d1b84da3-c60e-44ee-9045-858e93f8d58e\", \"bc2670eb-516d-487a-a91f-3f40f4a9413b\", \"2f74c0d4-5c21-4b60-9ced-cfe8ea0f161d\", \"95ac75cc-c6b3-4636-a0ac-67dbccb4f9c5\"], \"total_duration\": 2336.0, \"total_sessions\": 7, \"mean_week_duration\": 14.974}, \"7495\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-03-11 20:10:10.000000+00:00\", \"2020-09-07 14:42:40.000000+00:00\", \"2022-03-02 03:21:35.000000+00:00\", \"2022-08-20 16:05:42.000000+00:00\"], \"session_ids\": [\"72b3a225-8266-41d7-8f51-a971cbf2584c\", \"53c2cd35-cdf8-4205-961a-b38849cba711\", \"4771face-39f5-4454-a6ac-97e60cfcf173\", \"5acc266f-a43b-4689-a33f-738545e05332\"], \"total_duration\": 497.0, \"total_sessions\": 4, \"mean_week_duration\": 4.873}, \"6460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-09-27 01:42:53.000000+00:00\", \"2023-04-05 14:45:15.000000+00:00\"], \"session_ids\": [\"2c8dd189-17fc-4f18-b92b-0b9c61103d47\", \"e44c3a5f-fdf6-40ed-84a8-e14813ff2126\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 0.842}}\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 less than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[4, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19929\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-01-30 12:12:11.000000+00:00\", \"2021-04-09 21:44:17.000000+00:00\", \"2020-06-01 09:10:08.000000+00:00\", \"2021-09-03 19:14:49.000000+00:00\", \"2019-01-08 04:59:37.000000+00:00\", \"2022-10-29 04:05:22.000000+00:00\", \"2023-01-14 13:07:05.000000+00:00\"], \"session_ids\": [\"dfda709b-a488-4ad4-8559-bc000e59896f\", \"964438cb-adc6-445d-b22d-15f468cf3bba\", \"db857ee6-514b-437f-bb49-cbe5af44a17d\", \"c044cc46-c5bf-4549-87db-f898737250e9\", \"2028a752-2242-4abf-8ce3-bd09ef36c166\", \"6e9f6446-c8c0-432c-ba9a-32c0d6a2db71\", \"3165a18d-c490-4e51-8c4d-71a16c62683d\"], \"total_duration\": 417.0, \"total_sessions\": 7, \"mean_week_duration\": 1.967}, \"88452\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-11 02:47:38.000000+00:00\", \"2021-04-24 17:58:27.000000+00:00\", \"2023-06-09 09:47:07.000000+00:00\", \"2020-12-17 03:15:36.000000+00:00\", \"2023-04-09 02:57:08.000000+00:00\"], \"session_ids\": [\"3e86ceb8-1d3c-4ebd-a6fa-4904211743ed\", \"f59359f0-4785-4cee-b76b-986e62d1b907\", \"c447f90c-d5e7-416f-a255-25d94cb11718\", \"a31bb8b4-e879-4895-b524-95d2f4a99ac1\", \"22984d60-ce88-4429-bc1d-c1b2d2aa00d6\"], \"total_duration\": 73.0, \"total_sessions\": 5, \"mean_week_duration\": 0.562}, \"48031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-05-28 15:06:14.000000+00:00\", \"2022-02-15 06:28:18.000000+00:00\"], \"session_ids\": [\"b3bc212a-be98-4b40-a0e7-9d0d938b275f\", \"8e5998a0-a576-4809-b46e-c8376b9bddc7\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.97}, \"6460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-09-27 01:42:53.000000+00:00\", \"2023-04-05 14:45:15.000000+00:00\"], \"session_ids\": [\"2c8dd189-17fc-4f18-b92b-0b9c61103d47\", \"e44c3a5f-fdf6-40ed-84a8-e14813ff2126\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 0.842}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"19929\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-01-30 12:12:11.000000+00:00\", \"2021-04-09 21:44:17.000000+00:00\", \"2020-06-01 09:10:08.000000+00:00\", \"2021-09-03 19:14:49.000000+00:00\", \"2019-01-08 04:59:37.000000+00:00\", \"2022-10-29 04:05:22.000000+00:00\", \"2023-01-14 13:07:05.000000+00:00\"], \"session_ids\": [\"dfda709b-a488-4ad4-8559-bc000e59896f\", \"964438cb-adc6-445d-b22d-15f468cf3bba\", \"db857ee6-514b-437f-bb49-cbe5af44a17d\", \"c044cc46-c5bf-4549-87db-f898737250e9\", \"2028a752-2242-4abf-8ce3-bd09ef36c166\", \"6e9f6446-c8c0-432c-ba9a-32c0d6a2db71\", \"3165a18d-c490-4e51-8c4d-71a16c62683d\"], \"total_duration\": 417.0, \"total_sessions\": 7, \"mean_week_duration\": 1.967}}, {\"88452\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-11 02:47:38.000000+00:00\", \"2021-04-24 17:58:27.000000+00:00\", \"2023-06-09 09:47:07.000000+00:00\", \"2020-12-17 03:15:36.000000+00:00\", \"2023-04-09 02:57:08.000000+00:00\"], \"session_ids\": [\"3e86ceb8-1d3c-4ebd-a6fa-4904211743ed\", \"f59359f0-4785-4cee-b76b-986e62d1b907\", \"c447f90c-d5e7-416f-a255-25d94cb11718\", \"a31bb8b4-e879-4895-b524-95d2f4a99ac1\", \"22984d60-ce88-4429-bc1d-c1b2d2aa00d6\"], \"total_duration\": 73.0, \"total_sessions\": 5, \"mean_week_duration\": 0.562}}, {\"48031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-05-28 15:06:14.000000+00:00\", \"2022-02-15 06:28:18.000000+00:00\"], \"session_ids\": [\"b3bc212a-be98-4b40-a0e7-9d0d938b275f\", \"8e5998a0-a576-4809-b46e-c8376b9bddc7\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.97}}, {\"6460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-09-27 01:42:53.000000+00:00\", \"2023-04-05 14:45:15.000000+00:00\"], \"session_ids\": [\"2c8dd189-17fc-4f18-b92b-0b9c61103d47\", \"e44c3a5f-fdf6-40ed-84a8-e14813ff2126\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 0.842}}]\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[{\"19929\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-01-30 12:12:11.000000+00:00\", \"2021-04-09 21:44:17.000000+00:00\", \"2020-06-01 09:10:08.000000+00:00\", \"2021-09-03 19:14:49.000000+00:00\", \"2019-01-08 04:59:37.000000+00:00\", \"2022-10-29 04:05:22.000000+00:00\", \"2023-01-14 13:07:05.000000+00:00\"], \"session_ids\": [\"dfda709b-a488-4ad4-8559-bc000e59896f\", \"964438cb-adc6-445d-b22d-15f468cf3bba\", \"db857ee6-514b-437f-bb49-cbe5af44a17d\", \"c044cc46-c5bf-4549-87db-f898737250e9\", \"2028a752-2242-4abf-8ce3-bd09ef36c166\", \"6e9f6446-c8c0-432c-ba9a-32c0d6a2db71\", \"3165a18d-c490-4e51-8c4d-71a16c62683d\"], \"total_duration\": 417.0, \"total_sessions\": 7, \"mean_week_duration\": 1.967}}, {\"88452\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-11 02:47:38.000000+00:00\", \"2021-04-24 17:58:27.000000+00:00\", \"2023-06-09 09:47:07.000000+00:00\", \"2020-12-17 03:15:36.000000+00:00\", \"2023-04-09 02:57:08.000000+00:00\"], \"session_ids\": [\"3e86ceb8-1d3c-4ebd-a6fa-4904211743ed\", \"f59359f0-4785-4cee-b76b-986e62d1b907\", \"c447f90c-d5e7-416f-a255-25d94cb11718\", \"a31bb8b4-e879-4895-b524-95d2f4a99ac1\", \"22984d60-ce88-4429-bc1d-c1b2d2aa00d6\"], \"total_duration\": 73.0, \"total_sessions\": 5, \"mean_week_duration\": 0.562}}, {\"48031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-05-28 15:06:14.000000+00:00\", \"2022-02-15 06:28:18.000000+00:00\"], \"session_ids\": [\"b3bc212a-be98-4b40-a0e7-9d0d938b275f\", \"8e5998a0-a576-4809-b46e-c8376b9bddc7\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.97}}, {\"6460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-09-27 01:42:53.000000+00:00\", \"2023-04-05 14:45:15.000000+00:00\"], \"session_ids\": [\"2c8dd189-17fc-4f18-b92b-0b9c61103d47\", \"e44c3a5f-fdf6-40ed-84a8-e14813ff2126\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 0.842}}]\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[{\"19929\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-01-30 12:12:11.000000+00:00\", \"2021-04-09 21:44:17.000000+00:00\", \"2020-06-01 09:10:08.000000+00:00\", \"2021-09-03 19:14:49.000000+00:00\", \"2019-01-08 04:59:37.000000+00:00\", \"2022-10-29 04:05:22.000000+00:00\", \"2023-01-14 13:07:05.000000+00:00\"], \"session_ids\": [\"dfda709b-a488-4ad4-8559-bc000e59896f\", \"964438cb-adc6-445d-b22d-15f468cf3bba\", \"db857ee6-514b-437f-bb49-cbe5af44a17d\", \"c044cc46-c5bf-4549-87db-f898737250e9\", \"2028a752-2242-4abf-8ce3-bd09ef36c166\", \"6e9f6446-c8c0-432c-ba9a-32c0d6a2db71\", \"3165a18d-c490-4e51-8c4d-71a16c62683d\"], \"total_duration\": 417.0, \"total_sessions\": 7, \"mean_week_duration\": 1.967}}, {\"88452\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-11 02:47:38.000000+00:00\", \"2021-04-24 17:58:27.000000+00:00\", \"2023-06-09 09:47:07.000000+00:00\", \"2020-12-17 03:15:36.000000+00:00\", \"2023-04-09 02:57:08.000000+00:00\"], \"session_ids\": [\"3e86ceb8-1d3c-4ebd-a6fa-4904211743ed\", \"f59359f0-4785-4cee-b76b-986e62d1b907\", \"c447f90c-d5e7-416f-a255-25d94cb11718\", \"a31bb8b4-e879-4895-b524-95d2f4a99ac1\", \"22984d60-ce88-4429-bc1d-c1b2d2aa00d6\"], \"total_duration\": 73.0, \"total_sessions\": 5, \"mean_week_duration\": 0.562}}, {\"48031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-05-28 15:06:14.000000+00:00\", \"2022-02-15 06:28:18.000000+00:00\"], \"session_ids\": [\"b3bc212a-be98-4b40-a0e7-9d0d938b275f\", \"8e5998a0-a576-4809-b46e-c8376b9bddc7\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.97}}, {\"6460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-09-27 01:42:53.000000+00:00\", \"2023-04-05 14:45:15.000000+00:00\"], \"session_ids\": [\"2c8dd189-17fc-4f18-b92b-0b9c61103d47\", \"e44c3a5f-fdf6-40ed-84a8-e14813ff2126\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 0.842}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 4 users whose number of sessions is smaller than 5 (not including) and put to use sorting by duration of sessions per week in descending order and keep only 2 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{\"24059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-05-13 11:29:12.000000+00:00\", \"2022-04-21 09:13:52.000000+00:00\"], \"session_ids\": [\"3fb78723-82b0-4408-baf1-455f78c17dc2\", \"0dd8cbb9-2fab-43ff-990c-ddd05c1ab11e\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 98.75}, \"48705\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-21 08:42:57.000000+00:00\", \"2021-08-29 22:40:02.000000+00:00\"], \"session_ids\": [\"ebc7a796-ad28-4bf0-8053-67f9cdf589f3\", \"cd242e9c-7615-4ea5-9caa-a629a40b8168\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 47.0}, \"54975\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-01-10 15:40:42.000000+00:00\", \"2022-07-08 03:05:16.000000+00:00\", \"2020-10-26 07:09:51.000000+00:00\", \"2020-08-25 22:46:53.000000+00:00\", \"2020-12-10 03:09:58.000000+00:00\", \"2022-06-10 21:58:13.000000+00:00\", \"2022-09-30 10:53:00.000000+00:00\"], \"session_ids\": [\"13354498-490e-4ddd-9909-e24ddd60a50d\", \"ef7a20d1-396e-4554-aeb3-57b5b3bcd77a\", \"a25895cb-c30e-4bf0-b0e1-a48954a13cff\", \"6b06afcf-567f-4a75-b333-1e4761626c28\", \"d71943a0-d53a-40b8-9a1b-80cd58c6aa68\", \"0f26031b-0de5-4d55-847e-6d0b2ddedd66\", \"694fb241-44de-4798-868c-b44179a4c30b\"], \"total_duration\": 589.0, \"total_sessions\": 7, \"mean_week_duration\": 4.75}, \"8428\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-27 18:24:18.000000+00:00\", \"2021-10-11 05:02:42.000000+00:00\", \"2019-09-24 19:40:37.000000+00:00\", \"2021-06-19 09:55:05.000000+00:00\"], \"session_ids\": [\"3b80e4b6-ff22-4680-93b1-9596018d505a\", \"0d35f697-0ec9-4691-930a-070705a3ce52\", \"33c21a9f-544c-41c5-997c-c28f587e72ec\", \"3b014136-e9b3-4542-a81e-d4f4f9e8cdec\"], \"total_duration\": 260.0, \"total_sessions\": 4, \"mean_week_duration\": 2.097}, \"7669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-28 07:32:27.000000+00:00\", \"2023-06-25 11:17:25.000000+00:00\", \"2022-09-16 12:57:57.000000+00:00\", \"2020-06-27 22:30:39.000000+00:00\", \"2020-11-30 04:44:43.000000+00:00\", \"2022-09-10 17:56:45.000000+00:00\", \"2022-07-15 05:00:57.000000+00:00\"], \"session_ids\": [\"d6572c00-999c-4c1e-94ac-844420d298e9\", \"e54cddc9-ddfa-4d22-8de1-72ffec9d2fc0\", \"0c60a107-dc30-4655-8b61-21134df3efe7\", \"15d98c78-c4ae-4273-aff4-77fbeedadd8c\", \"9ded7a59-de36-4398-8aaf-37c29aac1037\", \"548766bd-9dcb-4bfe-8818-1c60d7f28bc2\", \"9f732c34-18ba-433e-be9e-b6131129a37e\"], \"total_duration\": 6438.0, \"total_sessions\": 7, \"mean_week_duration\": 41.269}, \"5265\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-26 00:28:31.000000+00:00\", \"2019-08-18 05:35:16.000000+00:00\"], \"session_ids\": [\"81c71498-62b0-4d79-8bd1-af682a82335f\", \"784adc33-60ba-41fb-bd23-979ad23eb250\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.188}, \"29750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-04 03:20:06.000000+00:00\", \"2023-01-13 05:08:37.000000+00:00\", \"2020-04-02 16:45:06.000000+00:00\"], \"session_ids\": [\"e4541cd8-07a1-4302-89e2-3ec203a8a3e7\", \"b7915622-ea15-4388-8a73-29d526f8617e\", \"8503019f-8656-41e7-9e84-cd497e80b283\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 1.491}, \"4762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-13 04:04:30.000000+00:00\", \"2020-08-19 10:12:50.000000+00:00\"], \"session_ids\": [\"e6b7513f-d5eb-4520-951f-256639f4bb7f\", \"0e016ed8-f951-480f-9247-f3a29d0cf88c\"], \"total_duration\": 422.0, \"total_sessions\": 2, \"mean_week_duration\": 3.488}, \"17060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-04-20 12:57:24.000000+00:00\", \"2020-05-26 00:44:08.000000+00:00\"], \"session_ids\": [\"0b7a7d18-fe88-43fd-bea0-00b4e423d04e\", \"62ed7c4f-2970-4a7a-a45f-77906e582066\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 15.0}, \"7652\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-08 12:17:36.000000+00:00\", \"2023-06-22 16:08:31.000000+00:00\"], \"session_ids\": [\"8330e224-4140-49ab-8daf-9c44e84ba46c\", \"c9daf338-1e6f-4941-9a4f-1407a188f17a\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 17.321}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[5, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-05-13 11:29:12.000000+00:00\", \"2022-04-21 09:13:52.000000+00:00\"], \"session_ids\": [\"3fb78723-82b0-4408-baf1-455f78c17dc2\", \"0dd8cbb9-2fab-43ff-990c-ddd05c1ab11e\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 98.75}, \"48705\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-21 08:42:57.000000+00:00\", \"2021-08-29 22:40:02.000000+00:00\"], \"session_ids\": [\"ebc7a796-ad28-4bf0-8053-67f9cdf589f3\", \"cd242e9c-7615-4ea5-9caa-a629a40b8168\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 47.0}, \"8428\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-27 18:24:18.000000+00:00\", \"2021-10-11 05:02:42.000000+00:00\", \"2019-09-24 19:40:37.000000+00:00\", \"2021-06-19 09:55:05.000000+00:00\"], \"session_ids\": [\"3b80e4b6-ff22-4680-93b1-9596018d505a\", \"0d35f697-0ec9-4691-930a-070705a3ce52\", \"33c21a9f-544c-41c5-997c-c28f587e72ec\", \"3b014136-e9b3-4542-a81e-d4f4f9e8cdec\"], \"total_duration\": 260.0, \"total_sessions\": 4, \"mean_week_duration\": 2.097}, \"5265\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-26 00:28:31.000000+00:00\", \"2019-08-18 05:35:16.000000+00:00\"], \"session_ids\": [\"81c71498-62b0-4d79-8bd1-af682a82335f\", \"784adc33-60ba-41fb-bd23-979ad23eb250\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.188}, \"29750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-04 03:20:06.000000+00:00\", \"2023-01-13 05:08:37.000000+00:00\", \"2020-04-02 16:45:06.000000+00:00\"], \"session_ids\": [\"e4541cd8-07a1-4302-89e2-3ec203a8a3e7\", \"b7915622-ea15-4388-8a73-29d526f8617e\", \"8503019f-8656-41e7-9e84-cd497e80b283\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 1.491}, \"4762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-13 04:04:30.000000+00:00\", \"2020-08-19 10:12:50.000000+00:00\"], \"session_ids\": [\"e6b7513f-d5eb-4520-951f-256639f4bb7f\", \"0e016ed8-f951-480f-9247-f3a29d0cf88c\"], \"total_duration\": 422.0, \"total_sessions\": 2, \"mean_week_duration\": 3.488}, \"17060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-04-20 12:57:24.000000+00:00\", \"2020-05-26 00:44:08.000000+00:00\"], \"session_ids\": [\"0b7a7d18-fe88-43fd-bea0-00b4e423d04e\", \"62ed7c4f-2970-4a7a-a45f-77906e582066\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 15.0}, \"7652\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-08 12:17:36.000000+00:00\", \"2023-06-22 16:08:31.000000+00:00\"], \"session_ids\": [\"8330e224-4140-49ab-8daf-9c44e84ba46c\", \"c9daf338-1e6f-4941-9a4f-1407a188f17a\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 17.321}}\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[{\"24059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-05-13 11:29:12.000000+00:00\", \"2022-04-21 09:13:52.000000+00:00\"], \"session_ids\": [\"3fb78723-82b0-4408-baf1-455f78c17dc2\", \"0dd8cbb9-2fab-43ff-990c-ddd05c1ab11e\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 98.75}}, {\"48705\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-21 08:42:57.000000+00:00\", \"2021-08-29 22:40:02.000000+00:00\"], \"session_ids\": [\"ebc7a796-ad28-4bf0-8053-67f9cdf589f3\", \"cd242e9c-7615-4ea5-9caa-a629a40b8168\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 47.0}}, {\"7652\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-08 12:17:36.000000+00:00\", \"2023-06-22 16:08:31.000000+00:00\"], \"session_ids\": [\"8330e224-4140-49ab-8daf-9c44e84ba46c\", \"c9daf338-1e6f-4941-9a4f-1407a188f17a\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 17.321}}, {\"17060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-04-20 12:57:24.000000+00:00\", \"2020-05-26 00:44:08.000000+00:00\"], \"session_ids\": [\"0b7a7d18-fe88-43fd-bea0-00b4e423d04e\", \"62ed7c4f-2970-4a7a-a45f-77906e582066\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 15.0}}, {\"4762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-13 04:04:30.000000+00:00\", \"2020-08-19 10:12:50.000000+00:00\"], \"session_ids\": [\"e6b7513f-d5eb-4520-951f-256639f4bb7f\", \"0e016ed8-f951-480f-9247-f3a29d0cf88c\"], \"total_duration\": 422.0, \"total_sessions\": 2, \"mean_week_duration\": 3.488}}, {\"8428\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-27 18:24:18.000000+00:00\", \"2021-10-11 05:02:42.000000+00:00\", \"2019-09-24 19:40:37.000000+00:00\", \"2021-06-19 09:55:05.000000+00:00\"], \"session_ids\": [\"3b80e4b6-ff22-4680-93b1-9596018d505a\", \"0d35f697-0ec9-4691-930a-070705a3ce52\", \"33c21a9f-544c-41c5-997c-c28f587e72ec\", \"3b014136-e9b3-4542-a81e-d4f4f9e8cdec\"], \"total_duration\": 260.0, \"total_sessions\": 4, \"mean_week_duration\": 2.097}}, {\"29750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-04 03:20:06.000000+00:00\", \"2023-01-13 05:08:37.000000+00:00\", \"2020-04-02 16:45:06.000000+00:00\"], \"session_ids\": [\"e4541cd8-07a1-4302-89e2-3ec203a8a3e7\", \"b7915622-ea15-4388-8a73-29d526f8617e\", \"8503019f-8656-41e7-9e84-cd497e80b283\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 1.491}}, {\"5265\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-26 00:28:31.000000+00:00\", \"2019-08-18 05:35:16.000000+00:00\"], \"session_ids\": [\"81c71498-62b0-4d79-8bd1-af682a82335f\", \"784adc33-60ba-41fb-bd23-979ad23eb250\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.188}}]\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[{\"24059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-05-13 11:29:12.000000+00:00\", \"2022-04-21 09:13:52.000000+00:00\"], \"session_ids\": [\"3fb78723-82b0-4408-baf1-455f78c17dc2\", \"0dd8cbb9-2fab-43ff-990c-ddd05c1ab11e\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 98.75}}, {\"48705\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-21 08:42:57.000000+00:00\", \"2021-08-29 22:40:02.000000+00:00\"], \"session_ids\": [\"ebc7a796-ad28-4bf0-8053-67f9cdf589f3\", \"cd242e9c-7615-4ea5-9caa-a629a40b8168\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 47.0}}]\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[{\"24059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-05-13 11:29:12.000000+00:00\", \"2022-04-21 09:13:52.000000+00:00\"], \"session_ids\": [\"3fb78723-82b0-4408-baf1-455f78c17dc2\", \"0dd8cbb9-2fab-43ff-990c-ddd05c1ab11e\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 98.75}}, {\"48705\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-21 08:42:57.000000+00:00\", \"2021-08-29 22:40:02.000000+00:00\"], \"session_ids\": [\"ebc7a796-ad28-4bf0-8053-67f9cdf589f3\", \"cd242e9c-7615-4ea5-9caa-a629a40b8168\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 47.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users who hold the top position in time spent on the site and in addition perform sorting by total time using the app 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{\"63887\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-31 17:27:10.000000+00:00\", \"2022-03-31 22:16:20.000000+00:00\", \"2022-04-15 15:25:15.000000+00:00\"], \"session_ids\": [\"9aee5cec-ad32-4b09-b772-fc9a39044b3a\", \"ab8c9d5f-dacc-4ff3-a0cb-93710c523e1a\", \"10a5d1c3-3634-4a2b-ac67-31e0151a59b8\"], \"total_duration\": 263.0, \"total_sessions\": 3, \"mean_week_duration\": 29.222}, \"14576\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-08-27 04:31:53.000000+00:00\", \"2021-12-06 10:45:18.000000+00:00\", \"2022-05-17 07:16:21.000000+00:00\"], \"session_ids\": [\"b37cbd6d-91f7-41ca-b168-9787fd0d5b0b\", \"a7e2acf4-fa9e-4bc1-8b14-af358e7df214\", \"3fec471e-9f15-469c-a593-3c454d790fee\"], \"total_duration\": 924.0, \"total_sessions\": 3, \"mean_week_duration\": 24.316}, \"17986\": {\"keyflows\": {\"Sign In Flow\": 11, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-15 18:05:21.000000+00:00\", \"2020-02-09 12:40:34.000000+00:00\", \"2020-04-11 13:24:00.000000+00:00\", \"2019-03-22 17:47:28.000000+00:00\", \"2020-12-29 03:50:39.000000+00:00\", \"2021-04-18 09:32:54.000000+00:00\", \"2019-06-22 10:10:14.000000+00:00\"], \"session_ids\": [\"0b2f01db-a6ce-448e-8dd1-f60ade7be39e\", \"e428df77-c46d-4159-a8e1-40dc486eb2e7\", \"d3e24504-5452-427d-b698-f60048d8d296\", \"d8e9f592-4ea2-45b3-a4ee-98c3008109a8\", \"3e62dc35-8c64-425d-afc2-fa1299e45a2d\", \"84862e4f-07b6-4f93-b391-00e4ec1c7cea\", \"86a1f601-0c76-468e-a2cd-6d782b64cc78\"], \"total_duration\": 638.0, \"total_sessions\": 7, \"mean_week_duration\": 2.995}, \"63800\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-19 11:45:07.000000+00:00\", \"2023-04-10 01:07:14.000000+00:00\", \"2022-06-03 17:52:21.000000+00:00\", \"2022-01-02 05:58:53.000000+00:00\"], \"session_ids\": [\"f624fd30-54ac-4307-8caa-70577ee6f40a\", \"8b71cd31-9278-406c-91b9-b6f08bcf4ec3\", \"b7f581d4-5cdd-4896-a658-7089b8c6c107\", \"cc5ca006-6e49-445d-849d-4fd4052588a4\"], \"total_duration\": 1673.0, \"total_sessions\": 4, \"mean_week_duration\": 25.348}, \"63745\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-20 17:16:08.000000+00:00\", \"2019-08-29 13:33:51.000000+00:00\", \"2019-12-09 20:09:23.000000+00:00\", \"2019-02-08 08:55:16.000000+00:00\"], \"session_ids\": [\"3e26c837-5baa-460e-a2c2-45c458966659\", \"2eaaf829-cc31-48d8-8ebb-b39082ec3768\", \"5580cc84-9a5f-4d52-a87b-67705dbb2438\", \"3fc9b773-52d6-479c-9e99-6ffe127c8e79\"], \"total_duration\": 1153.0, \"total_sessions\": 4, \"mean_week_duration\": 21.352}, \"3701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-24 09:50:24.000000+00:00\", \"2019-04-27 11:10:59.000000+00:00\"], \"session_ids\": [\"cc391dfb-beb4-4d13-bcf0-91a60ee3167e\", \"f9ef5c7b-1d94-4eec-b506-cea17fcbd32b\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 2.585}, \"62501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-02 04:57:45.000000+00:00\", \"2020-04-20 23:27:15.000000+00:00\", \"2020-01-30 06:08:43.000000+00:00\", \"2022-10-17 22:42:04.000000+00:00\", \"2020-05-30 20:46:14.000000+00:00\", \"2022-02-02 07:04:48.000000+00:00\", \"2021-04-29 03:26:37.000000+00:00\", \"2022-07-07 03:13:19.000000+00:00\"], \"session_ids\": [\"045e8b60-264f-4df0-a24e-c06bc43bb361\", \"ba9e0e4c-fc04-4128-b5ee-e7caf0958fed\", \"3f59ac53-7a39-4870-ae79-09d672ae28e2\", \"868097b9-0baa-4931-b833-79b022c9dbc5\", \"585f5aee-ce33-404f-8742-623d966a3170\", \"6281f7d1-edd7-4f9a-b67a-a16523771387\", \"191ecda3-5fb2-4b6f-8fdc-920277e7a3b4\", \"ac97917f-a088-4b35-850d-83820e88ab1e\"], \"total_duration\": 9229.0, \"total_sessions\": 8, \"mean_week_duration\": 64.993}, \"4314\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-11-21 04:59:47.000000+00:00\", \"2023-06-04 05:06:05.000000+00:00\", \"2019-04-21 17:35:38.000000+00:00\", \"2021-02-02 18:12:16.000000+00:00\"], \"session_ids\": [\"a71b507e-d937-4648-8a59-2a7b774fb4fc\", \"6c2ae44f-9bdf-4cce-b412-961c07ec4e1a\", \"9ee437bb-31f8-4fef-b6c0-070db9d8bd61\", \"0b31af79-0114-4a4b-bb8e-b04a5e4eb494\"], \"total_duration\": 865.0, \"total_sessions\": 4, \"mean_week_duration\": 4.023}, \"67111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-14 05:45:31.000000+00:00\", \"2020-11-16 14:38:26.000000+00:00\", \"2020-03-31 07:50:37.000000+00:00\", \"2022-02-19 20:40:40.000000+00:00\", \"2022-10-02 03:58:55.000000+00:00\", \"2020-04-29 06:53:03.000000+00:00\", \"2020-12-03 02:25:28.000000+00:00\"], \"session_ids\": [\"04b09614-193e-44ea-a59d-69a281cd82d3\", \"4f06b4e0-24ae-4460-b62f-1a1f5655b346\", \"252c6e29-1f86-4ff4-8667-134783bd8d16\", \"3b438d5d-8137-46b2-b397-2632b7f571b9\", \"f2be02e1-92b9-4af9-861b-74055991a554\", \"31958408-f048-4cb0-a876-747a2e604e8b\", \"98329d4b-c495-4e3f-87d9-46328a2df18c\"], \"total_duration\": 2786.0, \"total_sessions\": 7, \"mean_week_duration\": 21.267}, \"46695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-21 19:38:42.000000+00:00\", \"2020-11-22 20:22:17.000000+00:00\", \"2020-08-06 15:56:04.000000+00:00\", \"2023-04-09 04:51:59.000000+00:00\", \"2022-10-27 13:27:28.000000+00:00\", \"2019-03-09 15:28:20.000000+00:00\"], \"session_ids\": [\"4631cad0-e5db-41f2-84aa-8a9524e85b9f\", \"6319c69f-a394-4b53-924e-a04f5c429ddc\", \"f3673268-0912-4555-83ea-fb48bd24ae9e\", \"43ffb288-d79c-4a9a-b0b3-5a97cd14d814\", \"0a40c5c2-9be3-49bb-8159-3a37afbe217e\", \"548c673f-5aed-42ca-baf5-4c1ce5ec5dd0\"], \"total_duration\": 376.0, \"total_sessions\": 6, \"mean_week_duration\": 1.765}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-02 04:57:45.000000+00:00\", \"2020-04-20 23:27:15.000000+00:00\", \"2020-01-30 06:08:43.000000+00:00\", \"2022-10-17 22:42:04.000000+00:00\", \"2020-05-30 20:46:14.000000+00:00\", \"2022-02-02 07:04:48.000000+00:00\", \"2021-04-29 03:26:37.000000+00:00\", \"2022-07-07 03:13:19.000000+00:00\"], \"session_ids\": [\"045e8b60-264f-4df0-a24e-c06bc43bb361\", \"ba9e0e4c-fc04-4128-b5ee-e7caf0958fed\", \"3f59ac53-7a39-4870-ae79-09d672ae28e2\", \"868097b9-0baa-4931-b833-79b022c9dbc5\", \"585f5aee-ce33-404f-8742-623d966a3170\", \"6281f7d1-edd7-4f9a-b67a-a16523771387\", \"191ecda3-5fb2-4b6f-8fdc-920277e7a3b4\", \"ac97917f-a088-4b35-850d-83820e88ab1e\"], \"total_duration\": 9229.0, \"total_sessions\": 8, \"mean_week_duration\": 64.993}}, {\"67111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-14 05:45:31.000000+00:00\", \"2020-11-16 14:38:26.000000+00:00\", \"2020-03-31 07:50:37.000000+00:00\", \"2022-02-19 20:40:40.000000+00:00\", \"2022-10-02 03:58:55.000000+00:00\", \"2020-04-29 06:53:03.000000+00:00\", \"2020-12-03 02:25:28.000000+00:00\"], \"session_ids\": [\"04b09614-193e-44ea-a59d-69a281cd82d3\", \"4f06b4e0-24ae-4460-b62f-1a1f5655b346\", \"252c6e29-1f86-4ff4-8667-134783bd8d16\", \"3b438d5d-8137-46b2-b397-2632b7f571b9\", \"f2be02e1-92b9-4af9-861b-74055991a554\", \"31958408-f048-4cb0-a876-747a2e604e8b\", \"98329d4b-c495-4e3f-87d9-46328a2df18c\"], \"total_duration\": 2786.0, \"total_sessions\": 7, \"mean_week_duration\": 21.267}}, {\"63800\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-19 11:45:07.000000+00:00\", \"2023-04-10 01:07:14.000000+00:00\", \"2022-06-03 17:52:21.000000+00:00\", \"2022-01-02 05:58:53.000000+00:00\"], \"session_ids\": [\"f624fd30-54ac-4307-8caa-70577ee6f40a\", \"8b71cd31-9278-406c-91b9-b6f08bcf4ec3\", \"b7f581d4-5cdd-4896-a658-7089b8c6c107\", \"cc5ca006-6e49-445d-849d-4fd4052588a4\"], \"total_duration\": 1673.0, \"total_sessions\": 4, \"mean_week_duration\": 25.348}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-02 04:57:45.000000+00:00\", \"2020-04-20 23:27:15.000000+00:00\", \"2020-01-30 06:08:43.000000+00:00\", \"2022-10-17 22:42:04.000000+00:00\", \"2020-05-30 20:46:14.000000+00:00\", \"2022-02-02 07:04:48.000000+00:00\", \"2021-04-29 03:26:37.000000+00:00\", \"2022-07-07 03:13:19.000000+00:00\"], \"session_ids\": [\"045e8b60-264f-4df0-a24e-c06bc43bb361\", \"ba9e0e4c-fc04-4128-b5ee-e7caf0958fed\", \"3f59ac53-7a39-4870-ae79-09d672ae28e2\", \"868097b9-0baa-4931-b833-79b022c9dbc5\", \"585f5aee-ce33-404f-8742-623d966a3170\", \"6281f7d1-edd7-4f9a-b67a-a16523771387\", \"191ecda3-5fb2-4b6f-8fdc-920277e7a3b4\", \"ac97917f-a088-4b35-850d-83820e88ab1e\"], \"total_duration\": 9229.0, \"total_sessions\": 8, \"mean_week_duration\": 64.993}}, {\"67111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-14 05:45:31.000000+00:00\", \"2020-11-16 14:38:26.000000+00:00\", \"2020-03-31 07:50:37.000000+00:00\", \"2022-02-19 20:40:40.000000+00:00\", \"2022-10-02 03:58:55.000000+00:00\", \"2020-04-29 06:53:03.000000+00:00\", \"2020-12-03 02:25:28.000000+00:00\"], \"session_ids\": [\"04b09614-193e-44ea-a59d-69a281cd82d3\", \"4f06b4e0-24ae-4460-b62f-1a1f5655b346\", \"252c6e29-1f86-4ff4-8667-134783bd8d16\", \"3b438d5d-8137-46b2-b397-2632b7f571b9\", \"f2be02e1-92b9-4af9-861b-74055991a554\", \"31958408-f048-4cb0-a876-747a2e604e8b\", \"98329d4b-c495-4e3f-87d9-46328a2df18c\"], \"total_duration\": 2786.0, \"total_sessions\": 7, \"mean_week_duration\": 21.267}}, {\"63800\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-19 11:45:07.000000+00:00\", \"2023-04-10 01:07:14.000000+00:00\", \"2022-06-03 17:52:21.000000+00:00\", \"2022-01-02 05:58:53.000000+00:00\"], \"session_ids\": [\"f624fd30-54ac-4307-8caa-70577ee6f40a\", \"8b71cd31-9278-406c-91b9-b6f08bcf4ec3\", \"b7f581d4-5cdd-4896-a658-7089b8c6c107\", \"cc5ca006-6e49-445d-849d-4fd4052588a4\"], \"total_duration\": 1673.0, \"total_sessions\": 4, \"mean_week_duration\": 25.348}}]\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[{\"62501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-02 04:57:45.000000+00:00\", \"2020-04-20 23:27:15.000000+00:00\", \"2020-01-30 06:08:43.000000+00:00\", \"2022-10-17 22:42:04.000000+00:00\", \"2020-05-30 20:46:14.000000+00:00\", \"2022-02-02 07:04:48.000000+00:00\", \"2021-04-29 03:26:37.000000+00:00\", \"2022-07-07 03:13:19.000000+00:00\"], \"session_ids\": [\"045e8b60-264f-4df0-a24e-c06bc43bb361\", \"ba9e0e4c-fc04-4128-b5ee-e7caf0958fed\", \"3f59ac53-7a39-4870-ae79-09d672ae28e2\", \"868097b9-0baa-4931-b833-79b022c9dbc5\", \"585f5aee-ce33-404f-8742-623d966a3170\", \"6281f7d1-edd7-4f9a-b67a-a16523771387\", \"191ecda3-5fb2-4b6f-8fdc-920277e7a3b4\", \"ac97917f-a088-4b35-850d-83820e88ab1e\"], \"total_duration\": 9229.0, \"total_sessions\": 8, \"mean_week_duration\": 64.993}}, {\"67111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-14 05:45:31.000000+00:00\", \"2020-11-16 14:38:26.000000+00:00\", \"2020-03-31 07:50:37.000000+00:00\", \"2022-02-19 20:40:40.000000+00:00\", \"2022-10-02 03:58:55.000000+00:00\", \"2020-04-29 06:53:03.000000+00:00\", \"2020-12-03 02:25:28.000000+00:00\"], \"session_ids\": [\"04b09614-193e-44ea-a59d-69a281cd82d3\", \"4f06b4e0-24ae-4460-b62f-1a1f5655b346\", \"252c6e29-1f86-4ff4-8667-134783bd8d16\", \"3b438d5d-8137-46b2-b397-2632b7f571b9\", \"f2be02e1-92b9-4af9-861b-74055991a554\", \"31958408-f048-4cb0-a876-747a2e604e8b\", \"98329d4b-c495-4e3f-87d9-46328a2df18c\"], \"total_duration\": 2786.0, \"total_sessions\": 7, \"mean_week_duration\": 21.267}}, {\"63800\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-19 11:45:07.000000+00:00\", \"2023-04-10 01:07:14.000000+00:00\", \"2022-06-03 17:52:21.000000+00:00\", \"2022-01-02 05:58:53.000000+00:00\"], \"session_ids\": [\"f624fd30-54ac-4307-8caa-70577ee6f40a\", \"8b71cd31-9278-406c-91b9-b6f08bcf4ec3\", \"b7f581d4-5cdd-4896-a658-7089b8c6c107\", \"cc5ca006-6e49-445d-849d-4fd4052588a4\"], \"total_duration\": 1673.0, \"total_sessions\": 4, \"mean_week_duration\": 25.348}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about user who has count of sessions less than 10 and greater than 2 in addition do sorting by city name in descending order and in addition get rid of all records, except 4."
}
] |
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