conversations
list |
|---|
[
{
"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[{\"81450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-11 06:54:28.000000+00:00\", \"2019-06-26 18:29:43.000000+00:00\", \"2021-10-20 18:59:00.000000+00:00\", \"2023-03-21 02:11:14.000000+00:00\", \"2021-01-26 10:32:51.000000+00:00\", \"2022-12-11 07:15:33.000000+00:00\", \"2019-12-23 03:54:50.000000+00:00\"], \"session_ids\": [\"92fd11f6-71a2-4b70-b72d-6c933166a170\", \"79a76ccf-ce08-4c1c-8397-1b5301119b24\", \"3cb55a66-9b22-4c9c-9ff3-cb0b13b07bff\", \"f241ec2a-ff4c-41e5-873f-c475576f538b\", \"20cdd273-43e4-4cd1-a650-45c8edb62932\", \"1288cd26-33f0-448f-9406-f39ff818e826\", \"2f0b0364-5e19-4aa5-a30b-de42237ff1bc\"], \"total_duration\": 5369.0, \"total_sessions\": 7, \"mean_week_duration\": 27.533}}, {\"51741\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-13 12:16:03.000000+00:00\", \"2019-06-12 22:11:44.000000+00:00\", \"2019-02-21 05:35:14.000000+00:00\", \"2020-08-12 23:46:08.000000+00:00\"], \"session_ids\": [\"cf49d34a-b51e-449d-9227-aeaa53f4fe90\", \"9b0072a1-cebe-4e97-b5b9-ff255cb82ddd\", \"678d4f57-bda8-4c5f-a632-4289dd08a1d6\", \"7aa9c578-86c1-4437-8326-121443c4bc28\"], \"total_duration\": 1952.0, \"total_sessions\": 4, \"mean_week_duration\": 25.351}}, {\"89328\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-05 18:53:34.000000+00:00\", \"2019-05-04 01:31:24.000000+00:00\", \"2019-07-07 06:30:20.000000+00:00\"], \"session_ids\": [\"56bfbeb7-61f5-40bc-aabe-f8ce4d5e16d0\", \"ec0dd8c4-4025-4ce4-8929-42de56641ca5\", \"76c5dfd4-4d17-4335-a71a-2a298123679a\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 6.521}}]\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 4 users who are topmost users based on overall sessions count , and put to use sorting by sessions summation form the lowest value to the highest value , and get rid of all records, except 4."
}
] |
[
{
"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{\"3171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-17 20:11:55.000000+00:00\", \"2021-12-22 21:36:10.000000+00:00\", \"2023-05-01 11:50:12.000000+00:00\", \"2020-11-08 06:29:19.000000+00:00\"], \"session_ids\": [\"6687b7b8-5275-4819-a3bf-33269ab321c3\", \"2176a7d3-6bf8-4aa3-b24b-ab3845b430d9\", \"edc53838-ef8f-4b19-9121-d6164c04df8b\", \"e5e5e029-d8d9-4401-a9de-910ee2997aa2\"], \"total_duration\": 1119.0, \"total_sessions\": 4, \"mean_week_duration\": 5.205}, \"78201\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-07-22 02:14:22.000000+00:00\", \"2021-03-14 20:29:51.000000+00:00\"], \"session_ids\": [\"024f8667-c0d6-431d-ba12-e3fbfccfa84a\", \"9129dc20-f9c4-4ff1-9766-a7c82e71785b\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 5.141}, \"36144\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-06 23:06:19.000000+00:00\", \"2021-05-07 19:27:30.000000+00:00\"], \"session_ids\": [\"04aebda8-f8fa-444c-8519-e708126a666a\", \"724bf9dc-ef09-4d31-9aaf-d245459b3142\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 102.0}, \"1135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-18 08:42:53.000000+00:00\", \"2021-12-30 19:23:22.000000+00:00\"], \"session_ids\": [\"21dc6235-b775-48d2-a9ed-d2f19c4f4c19\", \"152030e7-dac8-4f25-8291-33c04a18108e\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.432}, \"56475\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-03-29 21:18:55.000000+00:00\", \"2022-08-22 00:43:03.000000+00:00\", \"2020-05-11 09:05:09.000000+00:00\"], \"session_ids\": [\"79b4f013-7851-4664-a30c-6f7463ff70dc\", \"5d8e537c-d7ca-45bc-a54e-339ea2e1a518\", \"b3e5f2e9-bf19-4746-ab7d-ab5a7ebcb8f1\"], \"total_duration\": 535.0, \"total_sessions\": 3, \"mean_week_duration\": 4.28}, \"61405\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-09-03 15:19:40.000000+00:00\", \"2021-06-10 08:32:02.000000+00:00\"], \"session_ids\": [\"74a1bebd-0cc2-4398-a1b1-fd55e73ab7d6\", \"39c85f03-cb3f-4d3f-82a4-47cb76cbfb84\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.441}, \"85035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-11 01:28:11.000000+00:00\", \"2023-05-04 21:52:23.000000+00:00\", \"2021-04-28 07:01:06.000000+00:00\", \"2021-09-16 00:09:25.000000+00:00\"], \"session_ids\": [\"25e343c7-2aa3-4e6f-b068-a8f2991e742d\", \"ece21821-6f39-4386-8f06-b657962a5f34\", \"7270a47d-61c0-4f5d-98ff-fec5a3b5c92a\", \"a5cbc981-ab6c-4b4d-beac-7cdf0b597668\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 2.09}, \"62291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-15 18:00:06.000000+00:00\", \"2019-08-12 15:00:16.000000+00:00\", \"2019-07-15 18:39:01.000000+00:00\", \"2020-05-28 04:01:40.000000+00:00\", \"2019-12-30 01:34:54.000000+00:00\"], \"session_ids\": [\"e8135a79-b766-4b1e-be02-c46283e420d5\", \"83395b3b-181b-4821-87ee-665aa8668fca\", \"d385d89a-94f3-4875-a9ab-a0f29bc05f28\", \"e04c005b-9f1d-4c01-b4c3-1209007a640c\", \"75ed4ff3-d32b-4c2a-b180-bfcaa7c3fef0\"], \"total_duration\": 1209.0, \"total_sessions\": 5, \"mean_week_duration\": 14.566}, \"15757\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-27 07:10:50.000000+00:00\", \"2020-10-19 15:41:29.000000+00:00\"], \"session_ids\": [\"d8bfa859-634e-421a-92dd-25c8208f4e8a\", \"dea702f5-3beb-487e-bf2e-48b7f13ac1bc\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 2.21}, \"41350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2020-09-07 13:02:24.000000+00:00\", \"2023-03-13 19:09:35.000000+00:00\", \"2023-06-24 07:11:00.000000+00:00\", \"2022-12-14 14:52:41.000000+00:00\", \"2023-02-08 16:36:59.000000+00:00\", \"2023-06-09 11:07:21.000000+00:00\", \"2021-01-22 03:47:16.000000+00:00\", \"2021-11-19 04:26:06.000000+00:00\"], \"session_ids\": [\"bb0b7ef5-e255-413f-92b0-218b223f4bbc\", \"26826d15-74f2-40e6-a83b-f150b4e38dd8\", \"c6f1cf66-772f-4250-8cbb-425b60ab7883\", \"a26058f1-e934-4ef6-9775-ca316c770723\", \"bc415e44-f64a-45d6-b5d4-ce39508e8544\", \"0ad9a031-42e8-4e83-a7f9-76bcca41b67c\", \"738d1a52-bb72-41c6-b7d1-f2b63f0a5c84\", \"ec6137e3-25d5-4730-889e-eff6f3b2d117\"], \"total_duration\": 5462.0, \"total_sessions\": 8, \"mean_week_duration\": 37.411}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 4 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 4}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"41350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2020-09-07 13:02:24.000000+00:00\", \"2023-03-13 19:09:35.000000+00:00\", \"2023-06-24 07:11:00.000000+00:00\", \"2022-12-14 14:52:41.000000+00:00\", \"2023-02-08 16:36:59.000000+00:00\", \"2023-06-09 11:07:21.000000+00:00\", \"2021-01-22 03:47:16.000000+00:00\", \"2021-11-19 04:26:06.000000+00:00\"], \"session_ids\": [\"bb0b7ef5-e255-413f-92b0-218b223f4bbc\", \"26826d15-74f2-40e6-a83b-f150b4e38dd8\", \"c6f1cf66-772f-4250-8cbb-425b60ab7883\", \"a26058f1-e934-4ef6-9775-ca316c770723\", \"bc415e44-f64a-45d6-b5d4-ce39508e8544\", \"0ad9a031-42e8-4e83-a7f9-76bcca41b67c\", \"738d1a52-bb72-41c6-b7d1-f2b63f0a5c84\", \"ec6137e3-25d5-4730-889e-eff6f3b2d117\"], \"total_duration\": 5462.0, \"total_sessions\": 8, \"mean_week_duration\": 37.411}}, {\"62291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-15 18:00:06.000000+00:00\", \"2019-08-12 15:00:16.000000+00:00\", \"2019-07-15 18:39:01.000000+00:00\", \"2020-05-28 04:01:40.000000+00:00\", \"2019-12-30 01:34:54.000000+00:00\"], \"session_ids\": [\"e8135a79-b766-4b1e-be02-c46283e420d5\", \"83395b3b-181b-4821-87ee-665aa8668fca\", \"d385d89a-94f3-4875-a9ab-a0f29bc05f28\", \"e04c005b-9f1d-4c01-b4c3-1209007a640c\", \"75ed4ff3-d32b-4c2a-b180-bfcaa7c3fef0\"], \"total_duration\": 1209.0, \"total_sessions\": 5, \"mean_week_duration\": 14.566}}, {\"3171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-17 20:11:55.000000+00:00\", \"2021-12-22 21:36:10.000000+00:00\", \"2023-05-01 11:50:12.000000+00:00\", \"2020-11-08 06:29:19.000000+00:00\"], \"session_ids\": [\"6687b7b8-5275-4819-a3bf-33269ab321c3\", \"2176a7d3-6bf8-4aa3-b24b-ab3845b430d9\", \"edc53838-ef8f-4b19-9121-d6164c04df8b\", \"e5e5e029-d8d9-4401-a9de-910ee2997aa2\"], \"total_duration\": 1119.0, \"total_sessions\": 4, \"mean_week_duration\": 5.205}}, {\"85035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-11 01:28:11.000000+00:00\", \"2023-05-04 21:52:23.000000+00:00\", \"2021-04-28 07:01:06.000000+00:00\", \"2021-09-16 00:09:25.000000+00:00\"], \"session_ids\": [\"25e343c7-2aa3-4e6f-b068-a8f2991e742d\", \"ece21821-6f39-4386-8f06-b657962a5f34\", \"7270a47d-61c0-4f5d-98ff-fec5a3b5c92a\", \"a5cbc981-ab6c-4b4d-beac-7cdf0b597668\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 2.09}}]\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[{\"3171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-17 20:11:55.000000+00:00\", \"2021-12-22 21:36:10.000000+00:00\", \"2023-05-01 11:50:12.000000+00:00\", \"2020-11-08 06:29:19.000000+00:00\"], \"session_ids\": [\"6687b7b8-5275-4819-a3bf-33269ab321c3\", \"2176a7d3-6bf8-4aa3-b24b-ab3845b430d9\", \"edc53838-ef8f-4b19-9121-d6164c04df8b\", \"e5e5e029-d8d9-4401-a9de-910ee2997aa2\"], \"total_duration\": 1119.0, \"total_sessions\": 4, \"mean_week_duration\": 5.205}}, {\"85035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-11 01:28:11.000000+00:00\", \"2023-05-04 21:52:23.000000+00:00\", \"2021-04-28 07:01:06.000000+00:00\", \"2021-09-16 00:09:25.000000+00:00\"], \"session_ids\": [\"25e343c7-2aa3-4e6f-b068-a8f2991e742d\", \"ece21821-6f39-4386-8f06-b657962a5f34\", \"7270a47d-61c0-4f5d-98ff-fec5a3b5c92a\", \"a5cbc981-ab6c-4b4d-beac-7cdf0b597668\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 2.09}}, {\"62291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-15 18:00:06.000000+00:00\", \"2019-08-12 15:00:16.000000+00:00\", \"2019-07-15 18:39:01.000000+00:00\", \"2020-05-28 04:01:40.000000+00:00\", \"2019-12-30 01:34:54.000000+00:00\"], \"session_ids\": [\"e8135a79-b766-4b1e-be02-c46283e420d5\", \"83395b3b-181b-4821-87ee-665aa8668fca\", \"d385d89a-94f3-4875-a9ab-a0f29bc05f28\", \"e04c005b-9f1d-4c01-b4c3-1209007a640c\", \"75ed4ff3-d32b-4c2a-b180-bfcaa7c3fef0\"], \"total_duration\": 1209.0, \"total_sessions\": 5, \"mean_week_duration\": 14.566}}, {\"41350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2020-09-07 13:02:24.000000+00:00\", \"2023-03-13 19:09:35.000000+00:00\", \"2023-06-24 07:11:00.000000+00:00\", \"2022-12-14 14:52:41.000000+00:00\", \"2023-02-08 16:36:59.000000+00:00\", \"2023-06-09 11:07:21.000000+00:00\", \"2021-01-22 03:47:16.000000+00:00\", \"2021-11-19 04:26:06.000000+00:00\"], \"session_ids\": [\"bb0b7ef5-e255-413f-92b0-218b223f4bbc\", \"26826d15-74f2-40e6-a83b-f150b4e38dd8\", \"c6f1cf66-772f-4250-8cbb-425b60ab7883\", \"a26058f1-e934-4ef6-9775-ca316c770723\", \"bc415e44-f64a-45d6-b5d4-ce39508e8544\", \"0ad9a031-42e8-4e83-a7f9-76bcca41b67c\", \"738d1a52-bb72-41c6-b7d1-f2b63f0a5c84\", \"ec6137e3-25d5-4730-889e-eff6f3b2d117\"], \"total_duration\": 5462.0, \"total_sessions\": 8, \"mean_week_duration\": 37.411}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-17 20:11:55.000000+00:00\", \"2021-12-22 21:36:10.000000+00:00\", \"2023-05-01 11:50:12.000000+00:00\", \"2020-11-08 06:29:19.000000+00:00\"], \"session_ids\": [\"6687b7b8-5275-4819-a3bf-33269ab321c3\", \"2176a7d3-6bf8-4aa3-b24b-ab3845b430d9\", \"edc53838-ef8f-4b19-9121-d6164c04df8b\", \"e5e5e029-d8d9-4401-a9de-910ee2997aa2\"], \"total_duration\": 1119.0, \"total_sessions\": 4, \"mean_week_duration\": 5.205}}, {\"85035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-11 01:28:11.000000+00:00\", \"2023-05-04 21:52:23.000000+00:00\", \"2021-04-28 07:01:06.000000+00:00\", \"2021-09-16 00:09:25.000000+00:00\"], \"session_ids\": [\"25e343c7-2aa3-4e6f-b068-a8f2991e742d\", \"ece21821-6f39-4386-8f06-b657962a5f34\", \"7270a47d-61c0-4f5d-98ff-fec5a3b5c92a\", \"a5cbc981-ab6c-4b4d-beac-7cdf0b597668\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 2.09}}, {\"62291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-15 18:00:06.000000+00:00\", \"2019-08-12 15:00:16.000000+00:00\", \"2019-07-15 18:39:01.000000+00:00\", \"2020-05-28 04:01:40.000000+00:00\", \"2019-12-30 01:34:54.000000+00:00\"], \"session_ids\": [\"e8135a79-b766-4b1e-be02-c46283e420d5\", \"83395b3b-181b-4821-87ee-665aa8668fca\", \"d385d89a-94f3-4875-a9ab-a0f29bc05f28\", \"e04c005b-9f1d-4c01-b4c3-1209007a640c\", \"75ed4ff3-d32b-4c2a-b180-bfcaa7c3fef0\"], \"total_duration\": 1209.0, \"total_sessions\": 5, \"mean_week_duration\": 14.566}}, {\"41350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2020-09-07 13:02:24.000000+00:00\", \"2023-03-13 19:09:35.000000+00:00\", \"2023-06-24 07:11:00.000000+00:00\", \"2022-12-14 14:52:41.000000+00:00\", \"2023-02-08 16:36:59.000000+00:00\", \"2023-06-09 11:07:21.000000+00:00\", \"2021-01-22 03:47:16.000000+00:00\", \"2021-11-19 04:26:06.000000+00:00\"], \"session_ids\": [\"bb0b7ef5-e255-413f-92b0-218b223f4bbc\", \"26826d15-74f2-40e6-a83b-f150b4e38dd8\", \"c6f1cf66-772f-4250-8cbb-425b60ab7883\", \"a26058f1-e934-4ef6-9775-ca316c770723\", \"bc415e44-f64a-45d6-b5d4-ce39508e8544\", \"0ad9a031-42e8-4e83-a7f9-76bcca41b67c\", \"738d1a52-bb72-41c6-b7d1-f2b63f0a5c84\", \"ec6137e3-25d5-4730-889e-eff6f3b2d117\"], \"total_duration\": 5462.0, \"total_sessions\": 8, \"mean_week_duration\": 37.411}}]\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[{\"3171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-17 20:11:55.000000+00:00\", \"2021-12-22 21:36:10.000000+00:00\", \"2023-05-01 11:50:12.000000+00:00\", \"2020-11-08 06:29:19.000000+00:00\"], \"session_ids\": [\"6687b7b8-5275-4819-a3bf-33269ab321c3\", \"2176a7d3-6bf8-4aa3-b24b-ab3845b430d9\", \"edc53838-ef8f-4b19-9121-d6164c04df8b\", \"e5e5e029-d8d9-4401-a9de-910ee2997aa2\"], \"total_duration\": 1119.0, \"total_sessions\": 4, \"mean_week_duration\": 5.205}}, {\"85035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-11 01:28:11.000000+00:00\", \"2023-05-04 21:52:23.000000+00:00\", \"2021-04-28 07:01:06.000000+00:00\", \"2021-09-16 00:09:25.000000+00:00\"], \"session_ids\": [\"25e343c7-2aa3-4e6f-b068-a8f2991e742d\", \"ece21821-6f39-4386-8f06-b657962a5f34\", \"7270a47d-61c0-4f5d-98ff-fec5a3b5c92a\", \"a5cbc981-ab6c-4b4d-beac-7cdf0b597668\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 2.09}}, {\"62291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-15 18:00:06.000000+00:00\", \"2019-08-12 15:00:16.000000+00:00\", \"2019-07-15 18:39:01.000000+00:00\", \"2020-05-28 04:01:40.000000+00:00\", \"2019-12-30 01:34:54.000000+00:00\"], \"session_ids\": [\"e8135a79-b766-4b1e-be02-c46283e420d5\", \"83395b3b-181b-4821-87ee-665aa8668fca\", \"d385d89a-94f3-4875-a9ab-a0f29bc05f28\", \"e04c005b-9f1d-4c01-b4c3-1209007a640c\", \"75ed4ff3-d32b-4c2a-b180-bfcaa7c3fef0\"], \"total_duration\": 1209.0, \"total_sessions\": 5, \"mean_week_duration\": 14.566}}, {\"41350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2020-09-07 13:02:24.000000+00:00\", \"2023-03-13 19:09:35.000000+00:00\", \"2023-06-24 07:11:00.000000+00:00\", \"2022-12-14 14:52:41.000000+00:00\", \"2023-02-08 16:36:59.000000+00:00\", \"2023-06-09 11:07:21.000000+00:00\", \"2021-01-22 03:47:16.000000+00:00\", \"2021-11-19 04:26:06.000000+00:00\"], \"session_ids\": [\"bb0b7ef5-e255-413f-92b0-218b223f4bbc\", \"26826d15-74f2-40e6-a83b-f150b4e38dd8\", \"c6f1cf66-772f-4250-8cbb-425b60ab7883\", \"a26058f1-e934-4ef6-9775-ca316c770723\", \"bc415e44-f64a-45d6-b5d4-ce39508e8544\", \"0ad9a031-42e8-4e83-a7f9-76bcca41b67c\", \"738d1a52-bb72-41c6-b7d1-f2b63f0a5c84\", \"ec6137e3-25d5-4730-889e-eff6f3b2d117\"], \"total_duration\": 5462.0, \"total_sessions\": 8, \"mean_week_duration\": 37.411}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 7 users who have total_duration greater than 1412 , moreover do sorting by time spent on the site per week in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26787\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-12-12 17:30:25.000000+00:00\", \"2021-02-03 06:32:52.000000+00:00\"], \"session_ids\": [\"3df23d3e-d9a1-4187-9142-1862c393bff6\", \"63520b60-f302-4348-8117-f3de5f1cc2c8\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.227}, \"55037\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-08-13 16:16:39.000000+00:00\", \"2020-06-22 19:42:04.000000+00:00\"], \"session_ids\": [\"c4e6fd34-2904-4ab3-8442-6561188f27e1\", \"cadc8c3a-1059-422d-8c49-5f3a99e4ad8f\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 3.022}, \"29447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-08-17 10:23:28.000000+00:00\", \"2021-09-13 06:06:19.000000+00:00\"], \"session_ids\": [\"b2047224-4368-4c70-a83a-7445aae35f18\", \"155af065-ad5a-4bca-a9a9-eaa45b880dfd\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 3.408}, \"6267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-07 04:30:02.000000+00:00\", \"2022-07-24 01:44:30.000000+00:00\", \"2021-10-09 22:07:32.000000+00:00\", \"2019-06-18 21:29:18.000000+00:00\", \"2022-10-15 19:32:11.000000+00:00\", \"2020-10-25 19:07:33.000000+00:00\"], \"session_ids\": [\"a49291dd-0a20-4a26-857c-37698e3c0ee5\", \"2bb1232b-4e4b-42e7-b6b9-386cad031a87\", \"49324452-02ed-4876-9ed3-5225c9a1cf7d\", \"09e04470-76b1-4a8d-82cf-2efd59ee2ab4\", \"75c8f920-7455-49e4-85fb-0e0d017fad08\", \"2b975350-9170-45fa-b135-ba697b35d766\"], \"total_duration\": 2027.0, \"total_sessions\": 6, \"mean_week_duration\": 11.649}, \"54915\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-28 07:34:39.000000+00:00\", \"2019-01-03 05:12:24.000000+00:00\"], \"session_ids\": [\"3b1405e6-30bf-4d08-ab62-ca537fd5c7b6\", \"d2a08abc-ae9f-43a3-92dc-61deb2a34f59\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.769}, \"35759\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-30 23:01:40.000000+00:00\", \"2019-04-29 16:32:07.000000+00:00\"], \"session_ids\": [\"68e8bbb0-f8a2-42de-a5af-94e8773bc7c0\", \"bc69a02e-6ec8-4b37-a393-0ca6ab25599c\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.229}, \"70689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-06-10 06:38:36.000000+00:00\", \"2020-12-18 09:41:01.000000+00:00\"], \"session_ids\": [\"eb89a933-2ed9-492a-8a0e-c83812b698c9\", \"6806697b-ab03-42af-b62d-feacb43149dc\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.738}, \"50632\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-07 00:19:56.000000+00:00\", \"2019-02-25 06:08:58.000000+00:00\"], \"session_ids\": [\"f5a06480-6877-4808-8e9b-7d6651a48c63\", \"d3f05e79-c09f-468b-af64-fb1edf9c856c\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.647}, \"68386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-12-29 10:58:42.000000+00:00\", \"2022-12-04 09:54:09.000000+00:00\", \"2023-04-29 07:55:23.000000+00:00\", \"2022-10-24 20:04:00.000000+00:00\"], \"session_ids\": [\"da63f6ba-875c-4dfe-852f-5d1ddc89b893\", \"72205295-036c-41d9-a9e4-b2dd11974678\", \"0cf3b0e5-d9d6-476b-9339-4f441ad2e1cb\", \"9de804f4-aab0-4124-ad42-b251f0a310e1\"], \"total_duration\": 58.0, \"total_sessions\": 4, \"mean_week_duration\": 0.475}, \"13958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-17 19:37:31.000000+00:00\", \"2020-02-13 20:49:15.000000+00:00\", \"2023-01-11 16:14:49.000000+00:00\", \"2019-02-08 03:01:51.000000+00:00\", \"2020-03-01 13:52:59.000000+00:00\"], \"session_ids\": [\"6bd5f0f7-219e-467d-a1a4-26b51181181b\", \"84e9e5a7-de89-4023-be1c-3521416b2bb7\", \"5c439e59-9a26-4595-8598-390ec90bdaff\", \"2a7215d6-ca17-401a-9689-0a88921ef7db\", \"06e5f51b-2c18-4287-b9e1-08c4807b1a89\"], \"total_duration\": 221.0, \"total_sessions\": 5, \"mean_week_duration\": 1.078}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 1412"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1412, 4903]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-07 04:30:02.000000+00:00\", \"2022-07-24 01:44:30.000000+00:00\", \"2021-10-09 22:07:32.000000+00:00\", \"2019-06-18 21:29:18.000000+00:00\", \"2022-10-15 19:32:11.000000+00:00\", \"2020-10-25 19:07:33.000000+00:00\"], \"session_ids\": [\"a49291dd-0a20-4a26-857c-37698e3c0ee5\", \"2bb1232b-4e4b-42e7-b6b9-386cad031a87\", \"49324452-02ed-4876-9ed3-5225c9a1cf7d\", \"09e04470-76b1-4a8d-82cf-2efd59ee2ab4\", \"75c8f920-7455-49e4-85fb-0e0d017fad08\", \"2b975350-9170-45fa-b135-ba697b35d766\"], \"total_duration\": 2027.0, \"total_sessions\": 6, \"mean_week_duration\": 11.649}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"6267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-07 04:30:02.000000+00:00\", \"2022-07-24 01:44:30.000000+00:00\", \"2021-10-09 22:07:32.000000+00:00\", \"2019-06-18 21:29:18.000000+00:00\", \"2022-10-15 19:32:11.000000+00:00\", \"2020-10-25 19:07:33.000000+00:00\"], \"session_ids\": [\"a49291dd-0a20-4a26-857c-37698e3c0ee5\", \"2bb1232b-4e4b-42e7-b6b9-386cad031a87\", \"49324452-02ed-4876-9ed3-5225c9a1cf7d\", \"09e04470-76b1-4a8d-82cf-2efd59ee2ab4\", \"75c8f920-7455-49e4-85fb-0e0d017fad08\", \"2b975350-9170-45fa-b135-ba697b35d766\"], \"total_duration\": 2027.0, \"total_sessions\": 6, \"mean_week_duration\": 11.649}}]\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[{\"6267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-07 04:30:02.000000+00:00\", \"2022-07-24 01:44:30.000000+00:00\", \"2021-10-09 22:07:32.000000+00:00\", \"2019-06-18 21:29:18.000000+00:00\", \"2022-10-15 19:32:11.000000+00:00\", \"2020-10-25 19:07:33.000000+00:00\"], \"session_ids\": [\"a49291dd-0a20-4a26-857c-37698e3c0ee5\", \"2bb1232b-4e4b-42e7-b6b9-386cad031a87\", \"49324452-02ed-4876-9ed3-5225c9a1cf7d\", \"09e04470-76b1-4a8d-82cf-2efd59ee2ab4\", \"75c8f920-7455-49e4-85fb-0e0d017fad08\", \"2b975350-9170-45fa-b135-ba697b35d766\"], \"total_duration\": 2027.0, \"total_sessions\": 6, \"mean_week_duration\": 11.649}}]\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[{\"6267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-07 04:30:02.000000+00:00\", \"2022-07-24 01:44:30.000000+00:00\", \"2021-10-09 22:07:32.000000+00:00\", \"2019-06-18 21:29:18.000000+00:00\", \"2022-10-15 19:32:11.000000+00:00\", \"2020-10-25 19:07:33.000000+00:00\"], \"session_ids\": [\"a49291dd-0a20-4a26-857c-37698e3c0ee5\", \"2bb1232b-4e4b-42e7-b6b9-386cad031a87\", \"49324452-02ed-4876-9ed3-5225c9a1cf7d\", \"09e04470-76b1-4a8d-82cf-2efd59ee2ab4\", \"75c8f920-7455-49e4-85fb-0e0d017fad08\", \"2b975350-9170-45fa-b135-ba697b35d766\"], \"total_duration\": 2027.0, \"total_sessions\": 6, \"mean_week_duration\": 11.649}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 2 users who live in city San Juan and in addition implement sorting by all sessions quantity decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64253\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-09-03 05:26:35.000000+00:00\", \"2021-12-05 19:08:51.000000+00:00\"], \"session_ids\": [\"9a5a7ec0-d45f-449b-8db0-ff8adf6abca7\", \"8f9f22a9-b3e8-488f-b453-a2cd23ce36e4\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.949}, \"74424\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 9, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-04-02 04:46:12.000000+00:00\", \"2021-02-06 18:32:54.000000+00:00\"], \"session_ids\": [\"be771072-e843-43e1-b7dc-030108301bbd\", \"29d7b760-b57f-42f9-93c8-62a965d229fd\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.804}, \"11323\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-19 02:03:02.000000+00:00\", \"2021-08-17 11:52:42.000000+00:00\", \"2019-08-29 00:39:37.000000+00:00\", \"2022-08-15 01:23:58.000000+00:00\", \"2022-02-12 20:39:18.000000+00:00\"], \"session_ids\": [\"72f7fe00-a416-4c25-addd-a5379f94d7a3\", \"48f8d8da-b035-4efe-92c2-798e6a2fb347\", \"8badbb22-cc8a-43e0-9ac3-6a8d7d1aa592\", \"f7333a8a-892e-4f8e-8458-740cbcc450f7\", \"2e3f38e8-0231-48ad-8dd2-5198884a4efd\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.323}, \"91733\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-24 15:09:32.000000+00:00\", \"2020-04-20 09:24:37.000000+00:00\"], \"session_ids\": [\"e7c0129a-60ac-4818-8ade-4038761d909c\", \"1477cdf5-4254-411e-82ae-87f66d4c75bc\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 2.071}, \"69591\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-02 03:09:00.000000+00:00\", \"2020-09-10 21:34:25.000000+00:00\"], \"session_ids\": [\"73bd75e6-91a7-49c8-9542-4a178afa064c\", \"b3ee6950-373e-4c09-a7df-d25a3e799339\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.08}, \"74212\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-30 14:22:25.000000+00:00\", \"2023-04-08 23:20:13.000000+00:00\", \"2020-03-03 17:48:36.000000+00:00\", \"2021-11-02 12:23:41.000000+00:00\"], \"session_ids\": [\"ff683c56-f681-4340-a791-c8ca90920c5c\", \"fecc700a-22ec-4ab9-93a5-7cfea76e2755\", \"cf716246-029b-4c3d-9b78-2d9678eeafc8\", \"b1c85489-d07e-4339-888b-cfb6975ce153\"], \"total_duration\": 551.0, \"total_sessions\": 4, \"mean_week_duration\": 3.401}, \"95412\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-20 22:57:17.000000+00:00\", \"2019-07-07 16:19:01.000000+00:00\"], \"session_ids\": [\"c157b3e4-caf9-4936-9ec4-542cc5d183e6\", \"ba89cb6e-f692-4693-942a-acc6222db062\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 2.94}, \"6762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-02 08:29:33.000000+00:00\", \"2023-06-25 13:23:01.000000+00:00\"], \"session_ids\": [\"e643b319-d152-4fcf-ad3e-b491dae76215\", \"a7035225-cefc-40e2-b926-1c6cbbdc5eec\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.358}, \"35277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-07 07:50:36.000000+00:00\", \"2022-03-12 04:45:18.000000+00:00\"], \"session_ids\": [\"6695f346-8f56-479b-a07a-a58c11dbb181\", \"2e015264-737a-4c39-ad64-fd96e34dd737\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 4.596}, \"93029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-06 04:32:09.000000+00:00\", \"2019-12-04 15:37:14.000000+00:00\", \"2021-09-30 06:49:19.000000+00:00\", \"2019-01-03 21:30:17.000000+00:00\"], \"session_ids\": [\"d0c90df3-46df-44b7-8fd4-e5aa46ac8782\", \"aeeedc95-165f-4a32-806f-d17e0ebaeb36\", \"e38a61d6-7a8f-4f7a-9043-fff74eb47ba8\", \"49f23822-6660-41ba-8616-95f0572bf990\"], \"total_duration\": 1319.0, \"total_sessions\": 4, \"mean_week_duration\": 7.369}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is San Juan"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"San Juan\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11323\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-19 02:03:02.000000+00:00\", \"2021-08-17 11:52:42.000000+00:00\", \"2019-08-29 00:39:37.000000+00:00\", \"2022-08-15 01:23:58.000000+00:00\", \"2022-02-12 20:39:18.000000+00:00\"], \"session_ids\": [\"72f7fe00-a416-4c25-addd-a5379f94d7a3\", \"48f8d8da-b035-4efe-92c2-798e6a2fb347\", \"8badbb22-cc8a-43e0-9ac3-6a8d7d1aa592\", \"f7333a8a-892e-4f8e-8458-740cbcc450f7\", \"2e3f38e8-0231-48ad-8dd2-5198884a4efd\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.323}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"11323\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-19 02:03:02.000000+00:00\", \"2021-08-17 11:52:42.000000+00:00\", \"2019-08-29 00:39:37.000000+00:00\", \"2022-08-15 01:23:58.000000+00:00\", \"2022-02-12 20:39:18.000000+00:00\"], \"session_ids\": [\"72f7fe00-a416-4c25-addd-a5379f94d7a3\", \"48f8d8da-b035-4efe-92c2-798e6a2fb347\", \"8badbb22-cc8a-43e0-9ac3-6a8d7d1aa592\", \"f7333a8a-892e-4f8e-8458-740cbcc450f7\", \"2e3f38e8-0231-48ad-8dd2-5198884a4efd\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.323}}]\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[{\"11323\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-19 02:03:02.000000+00:00\", \"2021-08-17 11:52:42.000000+00:00\", \"2019-08-29 00:39:37.000000+00:00\", \"2022-08-15 01:23:58.000000+00:00\", \"2022-02-12 20:39:18.000000+00:00\"], \"session_ids\": [\"72f7fe00-a416-4c25-addd-a5379f94d7a3\", \"48f8d8da-b035-4efe-92c2-798e6a2fb347\", \"8badbb22-cc8a-43e0-9ac3-6a8d7d1aa592\", \"f7333a8a-892e-4f8e-8458-740cbcc450f7\", \"2e3f38e8-0231-48ad-8dd2-5198884a4efd\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.323}}]\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[{\"11323\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-19 02:03:02.000000+00:00\", \"2021-08-17 11:52:42.000000+00:00\", \"2019-08-29 00:39:37.000000+00:00\", \"2022-08-15 01:23:58.000000+00:00\", \"2022-02-12 20:39:18.000000+00:00\"], \"session_ids\": [\"72f7fe00-a416-4c25-addd-a5379f94d7a3\", \"48f8d8da-b035-4efe-92c2-798e6a2fb347\", \"8badbb22-cc8a-43e0-9ac3-6a8d7d1aa592\", \"f7333a8a-892e-4f8e-8458-740cbcc450f7\", \"2e3f38e8-0231-48ad-8dd2-5198884a4efd\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.323}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users with a sessions total that is above 3 , and execute sorting by name of the city form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10070\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-04-24 10:33:01.000000+00:00\", \"2023-05-27 03:09:06.000000+00:00\"], \"session_ids\": [\"d3f6e510-50b6-4b9c-9274-8e05d15320d0\", \"e33abd4f-65a8-417c-bb76-bc15e03781a9\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 0.72}, \"27037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-27 04:41:43.000000+00:00\", \"2021-04-06 20:34:50.000000+00:00\"], \"session_ids\": [\"679837d1-624d-4437-9611-aec3219fdb9c\", \"885a9625-bb0b-4a25-a04a-6a3671e9db69\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}, \"63265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-08-14 07:10:06.000000+00:00\", \"2021-05-16 02:59:49.000000+00:00\"], \"session_ids\": [\"8611b616-8d8e-4ff2-afc2-a41e4dc4413b\", \"b36d6c46-136e-4bf4-b683-14e1796ec967\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"27668\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-16 22:17:09.000000+00:00\", \"2019-04-05 03:45:49.000000+00:00\", \"2020-06-02 04:25:59.000000+00:00\", \"2019-12-02 10:46:49.000000+00:00\", \"2021-09-17 11:51:30.000000+00:00\", \"2022-03-15 23:45:22.000000+00:00\", \"2020-01-28 04:34:47.000000+00:00\", \"2020-12-28 15:51:59.000000+00:00\"], \"session_ids\": [\"4f83d4ad-77a0-4d4a-b3f3-8c931a3c0f53\", \"7af3a334-e5ea-4043-af48-f75577af8663\", \"4ea94d3c-3707-4a66-a3bd-5eb97534cc57\", \"e0dc54c5-5578-417b-a539-5513263f31a6\", \"cc7d884e-2ebc-4991-afc3-c29fbed503ca\", \"92c84c74-76ca-470f-941f-e2874ae04d38\", \"d9cecd41-4f68-4b44-8b52-d223447593ee\", \"b2d30e76-ed66-44ea-8a2f-9a3b35f1875a\"], \"total_duration\": 757.0, \"total_sessions\": 8, \"mean_week_duration\": 4.916}, \"37560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-17 14:46:23.000000+00:00\", \"2022-10-20 06:23:44.000000+00:00\"], \"session_ids\": [\"7e1321ce-6b9b-4ebf-9604-6191c392fd50\", \"3379026f-7c9e-4240-8c4b-3a69e2e2bd3c\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.7}, \"21919\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-17 18:07:40.000000+00:00\", \"2020-10-21 08:23:40.000000+00:00\", \"2020-11-11 18:06:18.000000+00:00\", \"2020-06-15 22:01:41.000000+00:00\", \"2022-11-25 14:29:13.000000+00:00\"], \"session_ids\": [\"25f58cac-1f31-437d-a39b-d027f30645ed\", \"c697a8a3-ecdd-4858-bfdf-75964d7df983\", \"a67424e0-39f3-4e34-8e23-0dbc632714ef\", \"60b2a8f1-ea60-473b-a71b-b7f3b6ec7705\", \"89d58229-5274-465a-97bf-02da59e05ccf\"], \"total_duration\": 319.0, \"total_sessions\": 5, \"mean_week_duration\": 2.215}, \"88377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-27 13:37:40.000000+00:00\", \"2021-02-28 03:07:10.000000+00:00\", \"2022-03-25 11:58:41.000000+00:00\"], \"session_ids\": [\"45384e1a-db70-4da8-af7d-96f16fee1d05\", \"530370a6-3e3d-4d39-9685-8339fc7016a7\", \"0ae15f44-926a-473d-b1fa-6e06837865b5\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 3.975}, \"44448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-02 14:36:06.000000+00:00\", \"2019-05-07 05:51:26.000000+00:00\"], \"session_ids\": [\"6d454d1a-359f-403a-a189-a366e2c255cd\", \"709e28f0-afdf-434c-963d-966edcc17039\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.833}, \"51994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-04 09:16:00.000000+00:00\", \"2019-11-04 17:08:37.000000+00:00\"], \"session_ids\": [\"3a99d4b4-279c-4706-8ae9-5fab86be1ac3\", \"5e55c1ff-ebc9-49ee-975d-1aad4c9cc838\"], \"total_duration\": 456.0, \"total_sessions\": 2, \"mean_week_duration\": 91.2}, \"11917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-10 08:47:43.000000+00:00\", \"2019-07-18 01:58:10.000000+00:00\", \"2020-07-16 22:36:11.000000+00:00\", \"2020-10-17 02:10:40.000000+00:00\", \"2020-03-12 08:20:36.000000+00:00\", \"2022-10-10 16:34:34.000000+00:00\", \"2022-05-01 14:50:31.000000+00:00\", \"2021-04-22 23:37:32.000000+00:00\"], \"session_ids\": [\"6372abbe-11ab-40cc-9c1c-b8882d12dd87\", \"6427a48a-06dc-4890-8529-8cf57da3df5a\", \"efcb1ba4-8089-42f8-85aa-9139c413555c\", \"02d55496-2c86-41fc-8731-bc42c97d4fea\", \"88325d05-50bc-40e8-adf7-8b280c9989d4\", \"6dd9778f-da69-4c19-9762-bb532be06b86\", \"a0a9ebad-4004-4572-a980-002c94c4353f\", \"74a3fa3b-5233-446d-8397-423d0e4fa9e3\"], \"total_duration\": 208.0, \"total_sessions\": 8, \"mean_week_duration\": 1.143}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27668\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-16 22:17:09.000000+00:00\", \"2019-04-05 03:45:49.000000+00:00\", \"2020-06-02 04:25:59.000000+00:00\", \"2019-12-02 10:46:49.000000+00:00\", \"2021-09-17 11:51:30.000000+00:00\", \"2022-03-15 23:45:22.000000+00:00\", \"2020-01-28 04:34:47.000000+00:00\", \"2020-12-28 15:51:59.000000+00:00\"], \"session_ids\": [\"4f83d4ad-77a0-4d4a-b3f3-8c931a3c0f53\", \"7af3a334-e5ea-4043-af48-f75577af8663\", \"4ea94d3c-3707-4a66-a3bd-5eb97534cc57\", \"e0dc54c5-5578-417b-a539-5513263f31a6\", \"cc7d884e-2ebc-4991-afc3-c29fbed503ca\", \"92c84c74-76ca-470f-941f-e2874ae04d38\", \"d9cecd41-4f68-4b44-8b52-d223447593ee\", \"b2d30e76-ed66-44ea-8a2f-9a3b35f1875a\"], \"total_duration\": 757.0, \"total_sessions\": 8, \"mean_week_duration\": 4.916}, \"21919\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-17 18:07:40.000000+00:00\", \"2020-10-21 08:23:40.000000+00:00\", \"2020-11-11 18:06:18.000000+00:00\", \"2020-06-15 22:01:41.000000+00:00\", \"2022-11-25 14:29:13.000000+00:00\"], \"session_ids\": [\"25f58cac-1f31-437d-a39b-d027f30645ed\", \"c697a8a3-ecdd-4858-bfdf-75964d7df983\", \"a67424e0-39f3-4e34-8e23-0dbc632714ef\", \"60b2a8f1-ea60-473b-a71b-b7f3b6ec7705\", \"89d58229-5274-465a-97bf-02da59e05ccf\"], \"total_duration\": 319.0, \"total_sessions\": 5, \"mean_week_duration\": 2.215}, \"88377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-27 13:37:40.000000+00:00\", \"2021-02-28 03:07:10.000000+00:00\", \"2022-03-25 11:58:41.000000+00:00\"], \"session_ids\": [\"45384e1a-db70-4da8-af7d-96f16fee1d05\", \"530370a6-3e3d-4d39-9685-8339fc7016a7\", \"0ae15f44-926a-473d-b1fa-6e06837865b5\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 3.975}, \"11917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-10 08:47:43.000000+00:00\", \"2019-07-18 01:58:10.000000+00:00\", \"2020-07-16 22:36:11.000000+00:00\", \"2020-10-17 02:10:40.000000+00:00\", \"2020-03-12 08:20:36.000000+00:00\", \"2022-10-10 16:34:34.000000+00:00\", \"2022-05-01 14:50:31.000000+00:00\", \"2021-04-22 23:37:32.000000+00:00\"], \"session_ids\": [\"6372abbe-11ab-40cc-9c1c-b8882d12dd87\", \"6427a48a-06dc-4890-8529-8cf57da3df5a\", \"efcb1ba4-8089-42f8-85aa-9139c413555c\", \"02d55496-2c86-41fc-8731-bc42c97d4fea\", \"88325d05-50bc-40e8-adf7-8b280c9989d4\", \"6dd9778f-da69-4c19-9762-bb532be06b86\", \"a0a9ebad-4004-4572-a980-002c94c4353f\", \"74a3fa3b-5233-446d-8397-423d0e4fa9e3\"], \"total_duration\": 208.0, \"total_sessions\": 8, \"mean_week_duration\": 1.143}}\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[{\"21919\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-17 18:07:40.000000+00:00\", \"2020-10-21 08:23:40.000000+00:00\", \"2020-11-11 18:06:18.000000+00:00\", \"2020-06-15 22:01:41.000000+00:00\", \"2022-11-25 14:29:13.000000+00:00\"], \"session_ids\": [\"25f58cac-1f31-437d-a39b-d027f30645ed\", \"c697a8a3-ecdd-4858-bfdf-75964d7df983\", \"a67424e0-39f3-4e34-8e23-0dbc632714ef\", \"60b2a8f1-ea60-473b-a71b-b7f3b6ec7705\", \"89d58229-5274-465a-97bf-02da59e05ccf\"], \"total_duration\": 319.0, \"total_sessions\": 5, \"mean_week_duration\": 2.215}}, {\"11917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-10 08:47:43.000000+00:00\", \"2019-07-18 01:58:10.000000+00:00\", \"2020-07-16 22:36:11.000000+00:00\", \"2020-10-17 02:10:40.000000+00:00\", \"2020-03-12 08:20:36.000000+00:00\", \"2022-10-10 16:34:34.000000+00:00\", \"2022-05-01 14:50:31.000000+00:00\", \"2021-04-22 23:37:32.000000+00:00\"], \"session_ids\": [\"6372abbe-11ab-40cc-9c1c-b8882d12dd87\", \"6427a48a-06dc-4890-8529-8cf57da3df5a\", \"efcb1ba4-8089-42f8-85aa-9139c413555c\", \"02d55496-2c86-41fc-8731-bc42c97d4fea\", \"88325d05-50bc-40e8-adf7-8b280c9989d4\", \"6dd9778f-da69-4c19-9762-bb532be06b86\", \"a0a9ebad-4004-4572-a980-002c94c4353f\", \"74a3fa3b-5233-446d-8397-423d0e4fa9e3\"], \"total_duration\": 208.0, \"total_sessions\": 8, \"mean_week_duration\": 1.143}}, {\"88377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-27 13:37:40.000000+00:00\", \"2021-02-28 03:07:10.000000+00:00\", \"2022-03-25 11:58:41.000000+00:00\"], \"session_ids\": [\"45384e1a-db70-4da8-af7d-96f16fee1d05\", \"530370a6-3e3d-4d39-9685-8339fc7016a7\", \"0ae15f44-926a-473d-b1fa-6e06837865b5\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 3.975}}, {\"27668\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-16 22:17:09.000000+00:00\", \"2019-04-05 03:45:49.000000+00:00\", \"2020-06-02 04:25:59.000000+00:00\", \"2019-12-02 10:46:49.000000+00:00\", \"2021-09-17 11:51:30.000000+00:00\", \"2022-03-15 23:45:22.000000+00:00\", \"2020-01-28 04:34:47.000000+00:00\", \"2020-12-28 15:51:59.000000+00:00\"], \"session_ids\": [\"4f83d4ad-77a0-4d4a-b3f3-8c931a3c0f53\", \"7af3a334-e5ea-4043-af48-f75577af8663\", \"4ea94d3c-3707-4a66-a3bd-5eb97534cc57\", \"e0dc54c5-5578-417b-a539-5513263f31a6\", \"cc7d884e-2ebc-4991-afc3-c29fbed503ca\", \"92c84c74-76ca-470f-941f-e2874ae04d38\", \"d9cecd41-4f68-4b44-8b52-d223447593ee\", \"b2d30e76-ed66-44ea-8a2f-9a3b35f1875a\"], \"total_duration\": 757.0, \"total_sessions\": 8, \"mean_week_duration\": 4.916}}]\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[{\"21919\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-17 18:07:40.000000+00:00\", \"2020-10-21 08:23:40.000000+00:00\", \"2020-11-11 18:06:18.000000+00:00\", \"2020-06-15 22:01:41.000000+00:00\", \"2022-11-25 14:29:13.000000+00:00\"], \"session_ids\": [\"25f58cac-1f31-437d-a39b-d027f30645ed\", \"c697a8a3-ecdd-4858-bfdf-75964d7df983\", \"a67424e0-39f3-4e34-8e23-0dbc632714ef\", \"60b2a8f1-ea60-473b-a71b-b7f3b6ec7705\", \"89d58229-5274-465a-97bf-02da59e05ccf\"], \"total_duration\": 319.0, \"total_sessions\": 5, \"mean_week_duration\": 2.215}}, {\"11917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-10 08:47:43.000000+00:00\", \"2019-07-18 01:58:10.000000+00:00\", \"2020-07-16 22:36:11.000000+00:00\", \"2020-10-17 02:10:40.000000+00:00\", \"2020-03-12 08:20:36.000000+00:00\", \"2022-10-10 16:34:34.000000+00:00\", \"2022-05-01 14:50:31.000000+00:00\", \"2021-04-22 23:37:32.000000+00:00\"], \"session_ids\": [\"6372abbe-11ab-40cc-9c1c-b8882d12dd87\", \"6427a48a-06dc-4890-8529-8cf57da3df5a\", \"efcb1ba4-8089-42f8-85aa-9139c413555c\", \"02d55496-2c86-41fc-8731-bc42c97d4fea\", \"88325d05-50bc-40e8-adf7-8b280c9989d4\", \"6dd9778f-da69-4c19-9762-bb532be06b86\", \"a0a9ebad-4004-4572-a980-002c94c4353f\", \"74a3fa3b-5233-446d-8397-423d0e4fa9e3\"], \"total_duration\": 208.0, \"total_sessions\": 8, \"mean_week_duration\": 1.143}}, {\"88377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-27 13:37:40.000000+00:00\", \"2021-02-28 03:07:10.000000+00:00\", \"2022-03-25 11:58:41.000000+00:00\"], \"session_ids\": [\"45384e1a-db70-4da8-af7d-96f16fee1d05\", \"530370a6-3e3d-4d39-9685-8339fc7016a7\", \"0ae15f44-926a-473d-b1fa-6e06837865b5\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 3.975}}, {\"27668\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-16 22:17:09.000000+00:00\", \"2019-04-05 03:45:49.000000+00:00\", \"2020-06-02 04:25:59.000000+00:00\", \"2019-12-02 10:46:49.000000+00:00\", \"2021-09-17 11:51:30.000000+00:00\", \"2022-03-15 23:45:22.000000+00:00\", \"2020-01-28 04:34:47.000000+00:00\", \"2020-12-28 15:51:59.000000+00:00\"], \"session_ids\": [\"4f83d4ad-77a0-4d4a-b3f3-8c931a3c0f53\", \"7af3a334-e5ea-4043-af48-f75577af8663\", \"4ea94d3c-3707-4a66-a3bd-5eb97534cc57\", \"e0dc54c5-5578-417b-a539-5513263f31a6\", \"cc7d884e-2ebc-4991-afc3-c29fbed503ca\", \"92c84c74-76ca-470f-941f-e2874ae04d38\", \"d9cecd41-4f68-4b44-8b52-d223447593ee\", \"b2d30e76-ed66-44ea-8a2f-9a3b35f1875a\"], \"total_duration\": 757.0, \"total_sessions\": 8, \"mean_week_duration\": 4.916}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users with a overall quantity of sessions that is lower than 2, inclusive 2 plus execute sorting by average week duration in desc."
}
] |
[
{
"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{\"31213\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-01 05:37:38.000000+00:00\", \"2021-02-07 08:42:36.000000+00:00\"], \"session_ids\": [\"2de6dbfc-c3f0-4940-94d7-1e52a6a07a12\", \"0f6b46e4-ecd5-44c1-b8bd-6a77f9c7370c\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 13.5}, \"47684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-23 15:06:33.000000+00:00\", \"2020-10-14 18:51:14.000000+00:00\", \"2021-07-17 13:35:10.000000+00:00\"], \"session_ids\": [\"40e4c9eb-655f-4cee-87f9-2724ece1b0b7\", \"3e3b6c1c-05ff-4f5f-a772-b11bea5c6c3b\", \"70923472-82de-44d4-ac43-7cc90839412b\"], \"total_duration\": 367.0, \"total_sessions\": 3, \"mean_week_duration\": 2.823}, \"57298\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-15 23:58:56.000000+00:00\", \"2020-04-23 11:06:55.000000+00:00\", \"2022-08-01 04:24:55.000000+00:00\", \"2021-04-06 02:23:38.000000+00:00\", \"2019-01-02 21:39:27.000000+00:00\", \"2020-04-07 06:38:43.000000+00:00\", \"2021-04-03 19:04:03.000000+00:00\", \"2020-02-24 23:45:23.000000+00:00\", \"2023-06-18 14:01:50.000000+00:00\", \"2021-04-27 10:19:49.000000+00:00\", \"2020-05-16 14:01:14.000000+00:00\"], \"session_ids\": [\"e8e16316-c341-4fce-b6fe-e9bbc50cb10d\", \"153a3eaf-3b56-47ae-bc7d-da0a670bf910\", \"09dbf4da-0bef-4f41-ad48-e8491841e4b7\", \"fd5821aa-9fc9-408f-ab82-6254346b7a92\", \"cc239f5e-7803-4854-81fb-5e81ea3b4799\", \"33354031-8be3-43ec-b5e6-dfb09a0805cb\", \"ca4b5fd5-4c09-4769-9203-5ae5f3c18198\", \"9fb36ab8-8774-46bf-9e8b-22f04a3840aa\", \"3a07c04d-2d0a-4f70-8539-8b31657982eb\", \"5f0d0fd5-68b9-4f02-a76f-f68837e8007c\", \"f57ecbe2-c506-4986-9459-bf530fd3efc6\"], \"total_duration\": 11585.0, \"total_sessions\": 11, \"mean_week_duration\": 49.721}, \"84244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-02 04:02:19.000000+00:00\", \"2021-08-21 14:29:24.000000+00:00\", \"2023-05-03 20:00:31.000000+00:00\"], \"session_ids\": [\"3a19960b-3d3c-4c78-9b16-1e3d49e67d6a\", \"fce80941-abc8-42c9-9c55-035f51f3238d\", \"397eeff5-873a-450d-9fc5-bec7fd1fa1cb\"], \"total_duration\": 853.0, \"total_sessions\": 3, \"mean_week_duration\": 4.661}, \"33991\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-16 05:13:34.000000+00:00\", \"2022-01-05 14:15:24.000000+00:00\", \"2019-10-12 21:36:17.000000+00:00\", \"2023-05-08 23:19:34.000000+00:00\", \"2020-05-06 05:19:36.000000+00:00\", \"2020-12-16 00:27:00.000000+00:00\", \"2022-07-16 07:25:28.000000+00:00\", \"2021-06-07 09:31:49.000000+00:00\", \"2020-10-03 15:14:37.000000+00:00\", \"2021-09-13 01:45:16.000000+00:00\"], \"session_ids\": [\"9c299af3-9b34-4acc-a0f3-340f653e7788\", \"7b4b2095-4da9-4422-83da-1c8e050b82fd\", \"b5a57c72-957e-4c66-8544-e4d508ba40ed\", \"62fdb156-9f8c-44d8-b50d-92b7794b54f2\", \"745eb7c7-7da1-497f-bf18-f05a2a5d0b8a\", \"dafff76c-bd4b-4015-a9c2-7ad19dedeaac\", \"47988748-ed54-4288-b69c-11cb6de32b73\", \"f732b102-7cb8-448c-b3f6-932e41a263bb\", \"526dd833-515a-40e7-aeb1-3e8f596198e6\", \"0dc2441a-c840-4a3d-81de-5eb95cbd7004\"], \"total_duration\": 1666.0, \"total_sessions\": 10, \"mean_week_duration\": 8.372}, \"46551\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-16 07:09:42.000000+00:00\", \"2022-10-31 22:07:18.000000+00:00\"], \"session_ids\": [\"4e5cda29-ac2f-4f49-b9e2-b8da55557eae\", \"b500d5dc-2938-4782-b03e-69f10bc16946\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 3.202}, \"8071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-07 11:47:32.000000+00:00\", \"2023-03-09 14:04:20.000000+00:00\"], \"session_ids\": [\"cd162424-7942-40ef-b0e9-64470f1e3833\", \"f33a5f6e-634b-4b1e-962c-b31a1105720b\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 5.405}, \"43880\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-20 12:13:42.000000+00:00\", \"2020-09-28 13:01:13.000000+00:00\", \"2023-05-22 01:14:03.000000+00:00\"], \"session_ids\": [\"e18f2ccf-03ad-45fc-8b15-63533fccd5b6\", \"37f81d5a-4686-4e7d-81d9-b7a6cc7ef810\", \"7406b797-8387-430e-8fd8-ccf070ced8cf\"], \"total_duration\": 163.0, \"total_sessions\": 3, \"mean_week_duration\": 1.148}, \"1206\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-14 14:25:00.000000+00:00\", \"2021-08-11 15:52:22.000000+00:00\", \"2021-11-09 14:12:53.000000+00:00\"], \"session_ids\": [\"e2e806ae-6f76-47bc-a6eb-9704e472a563\", \"06f31b1b-5c42-427c-b993-baf139ea4e2c\", \"ddbe65a0-575c-47bb-a715-c135e655d176\"], \"total_duration\": 618.0, \"total_sessions\": 3, \"mean_week_duration\": 26.87}, \"98857\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-21 14:59:31.000000+00:00\", \"2020-12-11 02:31:16.000000+00:00\", \"2020-09-18 23:55:25.000000+00:00\", \"2022-07-01 12:43:00.000000+00:00\"], \"session_ids\": [\"45ebd909-36c6-4de9-8063-69f8befa39e3\", \"0c86097d-37d6-4b8a-840a-c93e3306c766\", \"29d423c9-88dc-4f64-b8f0-af8d8334c56c\", \"02ae9cd6-912e-493a-8bc2-7bb89063d7f0\"], \"total_duration\": 760.0, \"total_sessions\": 4, \"mean_week_duration\": 8.172}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31213\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-01 05:37:38.000000+00:00\", \"2021-02-07 08:42:36.000000+00:00\"], \"session_ids\": [\"2de6dbfc-c3f0-4940-94d7-1e52a6a07a12\", \"0f6b46e4-ecd5-44c1-b8bd-6a77f9c7370c\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 13.5}, \"46551\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-16 07:09:42.000000+00:00\", \"2022-10-31 22:07:18.000000+00:00\"], \"session_ids\": [\"4e5cda29-ac2f-4f49-b9e2-b8da55557eae\", \"b500d5dc-2938-4782-b03e-69f10bc16946\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 3.202}, \"8071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-07 11:47:32.000000+00:00\", \"2023-03-09 14:04:20.000000+00:00\"], \"session_ids\": [\"cd162424-7942-40ef-b0e9-64470f1e3833\", \"f33a5f6e-634b-4b1e-962c-b31a1105720b\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 5.405}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31213\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-01 05:37:38.000000+00:00\", \"2021-02-07 08:42:36.000000+00:00\"], \"session_ids\": [\"2de6dbfc-c3f0-4940-94d7-1e52a6a07a12\", \"0f6b46e4-ecd5-44c1-b8bd-6a77f9c7370c\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 13.5}}, {\"8071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-07 11:47:32.000000+00:00\", \"2023-03-09 14:04:20.000000+00:00\"], \"session_ids\": [\"cd162424-7942-40ef-b0e9-64470f1e3833\", \"f33a5f6e-634b-4b1e-962c-b31a1105720b\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 5.405}}, {\"46551\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-16 07:09:42.000000+00:00\", \"2022-10-31 22:07:18.000000+00:00\"], \"session_ids\": [\"4e5cda29-ac2f-4f49-b9e2-b8da55557eae\", \"b500d5dc-2938-4782-b03e-69f10bc16946\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 3.202}}]\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[{\"31213\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-01 05:37:38.000000+00:00\", \"2021-02-07 08:42:36.000000+00:00\"], \"session_ids\": [\"2de6dbfc-c3f0-4940-94d7-1e52a6a07a12\", \"0f6b46e4-ecd5-44c1-b8bd-6a77f9c7370c\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 13.5}}, {\"8071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-07 11:47:32.000000+00:00\", \"2023-03-09 14:04:20.000000+00:00\"], \"session_ids\": [\"cd162424-7942-40ef-b0e9-64470f1e3833\", \"f33a5f6e-634b-4b1e-962c-b31a1105720b\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 5.405}}, {\"46551\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-16 07:09:42.000000+00:00\", \"2022-10-31 22:07:18.000000+00:00\"], \"session_ids\": [\"4e5cda29-ac2f-4f49-b9e2-b8da55557eae\", \"b500d5dc-2938-4782-b03e-69f10bc16946\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 3.202}}]\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 5 users whose time in app is equal to than 352 + perform sorting by urban center 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{\"9990\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-04 15:12:42.000000+00:00\", \"2021-02-27 01:09:25.000000+00:00\", \"2021-05-06 04:56:09.000000+00:00\"], \"session_ids\": [\"2ecfb247-12a1-41eb-8070-3b59f5147280\", \"a14f54e8-3c12-427b-a80a-c6681e62af1e\", \"e4db51ae-0492-43aa-9073-86a045cf146f\"], \"total_duration\": 804.0, \"total_sessions\": 3, \"mean_week_duration\": 10.177}, \"68071\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-05-09 21:00:22.000000+00:00\", \"2023-04-29 04:02:06.000000+00:00\", \"2019-03-18 02:55:00.000000+00:00\", \"2021-12-23 09:49:41.000000+00:00\"], \"session_ids\": [\"1f9a0a79-e49e-42b4-8d19-7423853ef053\", \"d10a3f15-2dd4-4c03-a714-e36a40fc0923\", \"0e3ad8f0-4790-4441-8916-d43e38ede611\", \"162ee4b3-b015-4869-b204-0af6dcc1a458\"], \"total_duration\": 634.0, \"total_sessions\": 4, \"mean_week_duration\": 2.949}, \"55624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-27 00:49:29.000000+00:00\", \"2020-07-08 23:05:12.000000+00:00\"], \"session_ids\": [\"be10baf5-7320-4a4c-9972-1c568871a244\", \"18b54068-6a32-4e18-8131-1d307a433d12\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 1.239}, \"84335\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-03 03:02:02.000000+00:00\", \"2022-09-10 01:23:34.000000+00:00\"], \"session_ids\": [\"94992915-391f-4073-aaa8-a8cf905cdaf3\", \"8ec1ef1e-9ac8-489f-833e-1dcd7c420d04\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 4.105}, \"49565\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-01-10 13:43:57.000000+00:00\", \"2021-03-07 23:25:28.000000+00:00\"], \"session_ids\": [\"b83a7e54-29c9-495c-b3b6-950f212e8f18\", \"284a9d04-8f93-4c50-a941-c424c0bb6afc\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.795}, \"97368\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-23 20:01:02.000000+00:00\", \"2021-01-29 09:10:31.000000+00:00\", \"2022-02-27 13:50:24.000000+00:00\", \"2021-03-15 17:23:13.000000+00:00\", \"2019-06-28 15:12:45.000000+00:00\", \"2021-10-31 19:30:36.000000+00:00\", \"2020-10-26 20:39:18.000000+00:00\"], \"session_ids\": [\"bde245c3-8545-482e-a715-fe6c1effb4a9\", \"1d99a7a2-30a3-4de4-bbf0-375a544cdb95\", \"1acbe272-106a-4ebf-a4fd-b752a89f8449\", \"cdf5fdc3-c0a3-4f95-ba32-97492df0a541\", \"2eb3a864-5891-42cc-9665-4682123e4583\", \"5e452c49-b8f5-45ed-a525-771adfebc2f5\", \"730cdcbf-a1a6-40e3-a9a3-0e9ebc682a9e\"], \"total_duration\": 6051.0, \"total_sessions\": 7, \"mean_week_duration\": 43.221}, \"33223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-23 05:38:06.000000+00:00\", \"2020-07-10 03:23:05.000000+00:00\", \"2020-11-17 21:50:36.000000+00:00\", \"2022-05-14 18:16:13.000000+00:00\", \"2022-08-21 03:54:32.000000+00:00\", \"2020-04-23 11:48:15.000000+00:00\"], \"session_ids\": [\"33f7b720-a5a2-404b-9845-32d09fb9ff50\", \"3b854b21-7d6e-4e8c-a9fd-4048285bd7f6\", \"56b9caf5-2f75-4fa2-b23b-ba7b876e2648\", \"162722db-62c2-4fbf-aeff-ced6bb5a1b50\", \"7af07404-a844-4ff1-805b-9df4ce457c47\", \"9b848fbc-3ede-4134-a4e4-2be6fc5afc5b\"], \"total_duration\": 145.0, \"total_sessions\": 6, \"mean_week_duration\": 0.901}, \"29783\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-27 19:37:53.000000+00:00\", \"2020-08-16 17:21:15.000000+00:00\"], \"session_ids\": [\"785bd1a1-c0ba-4c48-9ed0-9317c9735175\", \"36d1e8bc-d45c-4fb8-8c89-5a31cffb09f5\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 5.176}, \"70759\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-10-09 10:48:06.000000+00:00\", \"2023-04-21 15:17:53.000000+00:00\"], \"session_ids\": [\"48652e7c-f66f-4317-9329-25f71daeac74\", \"b4a54ec1-6499-47d5-a926-a2ee5cc40da3\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 0.941}, \"69952\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-17 22:31:35.000000+00:00\", \"2020-01-20 21:58:31.000000+00:00\"], \"session_ids\": [\"6ae3dfe6-247a-4059-aeb8-7601c2960cb0\", \"749d4d79-084c-4378-aa93-ea5a89ceee3e\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 15.174}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are 352"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[352, 2784]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 6 users who have sessions total greater than 10 and less than 4 , and perform sorting by town_name asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6537\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-02 05:18:25.000000+00:00\", \"2019-10-10 18:36:19.000000+00:00\"], \"session_ids\": [\"12b063eb-7db0-4eed-9c10-c044f69f48c0\", \"9373e29e-00ff-4b43-bf44-89d6def12c32\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}, \"76113\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-05 00:09:14.000000+00:00\", \"2022-10-10 21:40:47.000000+00:00\", \"2022-10-03 13:56:42.000000+00:00\", \"2020-07-02 03:05:12.000000+00:00\"], \"session_ids\": [\"bc4815f8-af5b-42ef-a174-d4227336a060\", \"ccee4df2-08b5-4a75-9fbd-ebbbe524be8e\", \"df24ec12-6c9c-4744-9aef-6dd58e315a3a\", \"5e3a99b7-1af6-4af6-a818-026a3e164186\"], \"total_duration\": 517.0, \"total_sessions\": 4, \"mean_week_duration\": 4.345}, \"4935\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-15 15:04:10.000000+00:00\", \"2022-10-06 00:22:42.000000+00:00\"], \"session_ids\": [\"d9493d21-04ff-4edf-a1ca-3520e9536b08\", \"0230db7f-d082-4dc0-967e-034f379f3957\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.138}, \"55789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-07-29 19:04:42.000000+00:00\", \"2020-05-03 11:42:08.000000+00:00\", \"2020-02-05 04:01:26.000000+00:00\", \"2019-04-10 08:19:04.000000+00:00\", \"2022-03-31 12:25:56.000000+00:00\"], \"session_ids\": [\"f5d6c41e-401d-485c-94fa-dc5c3122fd62\", \"3313ce5f-3dc2-4852-9c0d-0fdaca7cbc4d\", \"e32deca2-0bff-437f-b287-c7cbe2d3674a\", \"7ead34ee-2489-4da3-b6f1-0eb44a350661\", \"4ce1b976-8706-4dca-a671-0e06a4f29c9f\"], \"total_duration\": 816.0, \"total_sessions\": 5, \"mean_week_duration\": 4.717}, \"93343\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-09 08:50:28.000000+00:00\", \"2020-03-17 02:08:26.000000+00:00\"], \"session_ids\": [\"7f682003-1c07-4d89-b63c-63d816ca3176\", \"30068bcf-9629-425c-9f58-9d8ae8dd390d\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 89.25}, \"64223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-10 17:47:25.000000+00:00\", \"2022-12-03 02:48:21.000000+00:00\"], \"session_ids\": [\"c910d12e-51ec-40d8-9fce-39624ce0b0d1\", \"3fe38a82-e032-49f0-9d74-117d7d7cf74b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}, \"77833\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-26 16:11:22.000000+00:00\", \"2020-08-29 08:56:33.000000+00:00\", \"2021-01-01 14:55:20.000000+00:00\"], \"session_ids\": [\"df9eeb94-4818-4a66-8e32-985d52d87190\", \"e1d8ea99-f14b-4b1d-9c13-f648274fd91c\", \"9f70f1ae-0cd5-4123-bdb2-8519c72ab389\"], \"total_duration\": 1009.0, \"total_sessions\": 3, \"mean_week_duration\": 53.105}, \"71843\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-09 13:36:15.000000+00:00\", \"2021-04-23 10:00:48.000000+00:00\", \"2019-09-28 11:10:41.000000+00:00\"], \"session_ids\": [\"878a0537-f8bb-42e2-b3c1-f8aed3520e75\", \"32fc1901-d774-4453-b563-41abb3391c2b\", \"5cc36460-0225-4bbc-b6e8-659efa6ad649\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.471}, \"40824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-01-05 19:54:03.000000+00:00\", \"2022-10-25 03:47:17.000000+00:00\"], \"session_ids\": [\"aa247da6-0ece-4416-bb1d-586706746b41\", \"090de6ef-ed5d-41bf-9055-c763095eeb19\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 2.456}, \"9815\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-05 01:22:23.000000+00:00\", \"2021-02-24 09:44:14.000000+00:00\"], \"session_ids\": [\"e85f083e-08b9-4816-8669-01b279c06600\", \"83bb8adf-0cef-4532-b8a1-bb7da02e7ffc\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 4.76}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 4 and are equal or greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6537\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-02 05:18:25.000000+00:00\", \"2019-10-10 18:36:19.000000+00:00\"], \"session_ids\": [\"12b063eb-7db0-4eed-9c10-c044f69f48c0\", \"9373e29e-00ff-4b43-bf44-89d6def12c32\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}, \"76113\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-05 00:09:14.000000+00:00\", \"2022-10-10 21:40:47.000000+00:00\", \"2022-10-03 13:56:42.000000+00:00\", \"2020-07-02 03:05:12.000000+00:00\"], \"session_ids\": [\"bc4815f8-af5b-42ef-a174-d4227336a060\", \"ccee4df2-08b5-4a75-9fbd-ebbbe524be8e\", \"df24ec12-6c9c-4744-9aef-6dd58e315a3a\", \"5e3a99b7-1af6-4af6-a818-026a3e164186\"], \"total_duration\": 517.0, \"total_sessions\": 4, \"mean_week_duration\": 4.345}, \"4935\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-15 15:04:10.000000+00:00\", \"2022-10-06 00:22:42.000000+00:00\"], \"session_ids\": [\"d9493d21-04ff-4edf-a1ca-3520e9536b08\", \"0230db7f-d082-4dc0-967e-034f379f3957\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.138}, \"93343\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-09 08:50:28.000000+00:00\", \"2020-03-17 02:08:26.000000+00:00\"], \"session_ids\": [\"7f682003-1c07-4d89-b63c-63d816ca3176\", \"30068bcf-9629-425c-9f58-9d8ae8dd390d\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 89.25}, \"64223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-10 17:47:25.000000+00:00\", \"2022-12-03 02:48:21.000000+00:00\"], \"session_ids\": [\"c910d12e-51ec-40d8-9fce-39624ce0b0d1\", \"3fe38a82-e032-49f0-9d74-117d7d7cf74b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}, \"77833\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-26 16:11:22.000000+00:00\", \"2020-08-29 08:56:33.000000+00:00\", \"2021-01-01 14:55:20.000000+00:00\"], \"session_ids\": [\"df9eeb94-4818-4a66-8e32-985d52d87190\", \"e1d8ea99-f14b-4b1d-9c13-f648274fd91c\", \"9f70f1ae-0cd5-4123-bdb2-8519c72ab389\"], \"total_duration\": 1009.0, \"total_sessions\": 3, \"mean_week_duration\": 53.105}, \"71843\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-09 13:36:15.000000+00:00\", \"2021-04-23 10:00:48.000000+00:00\", \"2019-09-28 11:10:41.000000+00:00\"], \"session_ids\": [\"878a0537-f8bb-42e2-b3c1-f8aed3520e75\", \"32fc1901-d774-4453-b563-41abb3391c2b\", \"5cc36460-0225-4bbc-b6e8-659efa6ad649\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.471}, \"40824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-01-05 19:54:03.000000+00:00\", \"2022-10-25 03:47:17.000000+00:00\"], \"session_ids\": [\"aa247da6-0ece-4416-bb1d-586706746b41\", \"090de6ef-ed5d-41bf-9055-c763095eeb19\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 2.456}, \"9815\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-05 01:22:23.000000+00:00\", \"2021-02-24 09:44:14.000000+00:00\"], \"session_ids\": [\"e85f083e-08b9-4816-8669-01b279c06600\", \"83bb8adf-0cef-4532-b8a1-bb7da02e7ffc\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 4.76}}\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[{\"40824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-01-05 19:54:03.000000+00:00\", \"2022-10-25 03:47:17.000000+00:00\"], \"session_ids\": [\"aa247da6-0ece-4416-bb1d-586706746b41\", \"090de6ef-ed5d-41bf-9055-c763095eeb19\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 2.456}}, {\"76113\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-05 00:09:14.000000+00:00\", \"2022-10-10 21:40:47.000000+00:00\", \"2022-10-03 13:56:42.000000+00:00\", \"2020-07-02 03:05:12.000000+00:00\"], \"session_ids\": [\"bc4815f8-af5b-42ef-a174-d4227336a060\", \"ccee4df2-08b5-4a75-9fbd-ebbbe524be8e\", \"df24ec12-6c9c-4744-9aef-6dd58e315a3a\", \"5e3a99b7-1af6-4af6-a818-026a3e164186\"], \"total_duration\": 517.0, \"total_sessions\": 4, \"mean_week_duration\": 4.345}}, {\"64223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-10 17:47:25.000000+00:00\", \"2022-12-03 02:48:21.000000+00:00\"], \"session_ids\": [\"c910d12e-51ec-40d8-9fce-39624ce0b0d1\", \"3fe38a82-e032-49f0-9d74-117d7d7cf74b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}}, {\"6537\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-02 05:18:25.000000+00:00\", \"2019-10-10 18:36:19.000000+00:00\"], \"session_ids\": [\"12b063eb-7db0-4eed-9c10-c044f69f48c0\", \"9373e29e-00ff-4b43-bf44-89d6def12c32\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"77833\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-26 16:11:22.000000+00:00\", \"2020-08-29 08:56:33.000000+00:00\", \"2021-01-01 14:55:20.000000+00:00\"], \"session_ids\": [\"df9eeb94-4818-4a66-8e32-985d52d87190\", \"e1d8ea99-f14b-4b1d-9c13-f648274fd91c\", \"9f70f1ae-0cd5-4123-bdb2-8519c72ab389\"], \"total_duration\": 1009.0, \"total_sessions\": 3, \"mean_week_duration\": 53.105}}, {\"9815\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-05 01:22:23.000000+00:00\", \"2021-02-24 09:44:14.000000+00:00\"], \"session_ids\": [\"e85f083e-08b9-4816-8669-01b279c06600\", \"83bb8adf-0cef-4532-b8a1-bb7da02e7ffc\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 4.76}}, {\"93343\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-09 08:50:28.000000+00:00\", \"2020-03-17 02:08:26.000000+00:00\"], \"session_ids\": [\"7f682003-1c07-4d89-b63c-63d816ca3176\", \"30068bcf-9629-425c-9f58-9d8ae8dd390d\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 89.25}}, {\"71843\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-09 13:36:15.000000+00:00\", \"2021-04-23 10:00:48.000000+00:00\", \"2019-09-28 11:10:41.000000+00:00\"], \"session_ids\": [\"878a0537-f8bb-42e2-b3c1-f8aed3520e75\", \"32fc1901-d774-4453-b563-41abb3391c2b\", \"5cc36460-0225-4bbc-b6e8-659efa6ad649\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.471}}, {\"4935\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-15 15:04:10.000000+00:00\", \"2022-10-06 00:22:42.000000+00:00\"], \"session_ids\": [\"d9493d21-04ff-4edf-a1ca-3520e9536b08\", \"0230db7f-d082-4dc0-967e-034f379f3957\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.138}}]\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[{\"40824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-01-05 19:54:03.000000+00:00\", \"2022-10-25 03:47:17.000000+00:00\"], \"session_ids\": [\"aa247da6-0ece-4416-bb1d-586706746b41\", \"090de6ef-ed5d-41bf-9055-c763095eeb19\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 2.456}}, {\"76113\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-05 00:09:14.000000+00:00\", \"2022-10-10 21:40:47.000000+00:00\", \"2022-10-03 13:56:42.000000+00:00\", \"2020-07-02 03:05:12.000000+00:00\"], \"session_ids\": [\"bc4815f8-af5b-42ef-a174-d4227336a060\", \"ccee4df2-08b5-4a75-9fbd-ebbbe524be8e\", \"df24ec12-6c9c-4744-9aef-6dd58e315a3a\", \"5e3a99b7-1af6-4af6-a818-026a3e164186\"], \"total_duration\": 517.0, \"total_sessions\": 4, \"mean_week_duration\": 4.345}}, {\"64223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-10 17:47:25.000000+00:00\", \"2022-12-03 02:48:21.000000+00:00\"], \"session_ids\": [\"c910d12e-51ec-40d8-9fce-39624ce0b0d1\", \"3fe38a82-e032-49f0-9d74-117d7d7cf74b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}}, {\"6537\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-02 05:18:25.000000+00:00\", \"2019-10-10 18:36:19.000000+00:00\"], \"session_ids\": [\"12b063eb-7db0-4eed-9c10-c044f69f48c0\", \"9373e29e-00ff-4b43-bf44-89d6def12c32\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"77833\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-26 16:11:22.000000+00:00\", \"2020-08-29 08:56:33.000000+00:00\", \"2021-01-01 14:55:20.000000+00:00\"], \"session_ids\": [\"df9eeb94-4818-4a66-8e32-985d52d87190\", \"e1d8ea99-f14b-4b1d-9c13-f648274fd91c\", \"9f70f1ae-0cd5-4123-bdb2-8519c72ab389\"], \"total_duration\": 1009.0, \"total_sessions\": 3, \"mean_week_duration\": 53.105}}, {\"9815\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-05 01:22:23.000000+00:00\", \"2021-02-24 09:44:14.000000+00:00\"], \"session_ids\": [\"e85f083e-08b9-4816-8669-01b279c06600\", \"83bb8adf-0cef-4532-b8a1-bb7da02e7ffc\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 4.76}}]\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[{\"40824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-01-05 19:54:03.000000+00:00\", \"2022-10-25 03:47:17.000000+00:00\"], \"session_ids\": [\"aa247da6-0ece-4416-bb1d-586706746b41\", \"090de6ef-ed5d-41bf-9055-c763095eeb19\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 2.456}}, {\"76113\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-05 00:09:14.000000+00:00\", \"2022-10-10 21:40:47.000000+00:00\", \"2022-10-03 13:56:42.000000+00:00\", \"2020-07-02 03:05:12.000000+00:00\"], \"session_ids\": [\"bc4815f8-af5b-42ef-a174-d4227336a060\", \"ccee4df2-08b5-4a75-9fbd-ebbbe524be8e\", \"df24ec12-6c9c-4744-9aef-6dd58e315a3a\", \"5e3a99b7-1af6-4af6-a818-026a3e164186\"], \"total_duration\": 517.0, \"total_sessions\": 4, \"mean_week_duration\": 4.345}}, {\"64223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-10 17:47:25.000000+00:00\", \"2022-12-03 02:48:21.000000+00:00\"], \"session_ids\": [\"c910d12e-51ec-40d8-9fce-39624ce0b0d1\", \"3fe38a82-e032-49f0-9d74-117d7d7cf74b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}}, {\"6537\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-02 05:18:25.000000+00:00\", \"2019-10-10 18:36:19.000000+00:00\"], \"session_ids\": [\"12b063eb-7db0-4eed-9c10-c044f69f48c0\", \"9373e29e-00ff-4b43-bf44-89d6def12c32\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"77833\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-26 16:11:22.000000+00:00\", \"2020-08-29 08:56:33.000000+00:00\", \"2021-01-01 14:55:20.000000+00:00\"], \"session_ids\": [\"df9eeb94-4818-4a66-8e32-985d52d87190\", \"e1d8ea99-f14b-4b1d-9c13-f648274fd91c\", \"9f70f1ae-0cd5-4123-bdb2-8519c72ab389\"], \"total_duration\": 1009.0, \"total_sessions\": 3, \"mean_week_duration\": 53.105}}, {\"9815\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-05 01:22:23.000000+00:00\", \"2021-02-24 09:44:14.000000+00:00\"], \"session_ids\": [\"e85f083e-08b9-4816-8669-01b279c06600\", \"83bb8adf-0cef-4532-b8a1-bb7da02e7ffc\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 4.76}}]\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 lives in cities Rio de Janeiro, Dublin, New Delhi, Paris, Madrid, Lisbon in addition implement sorting by aver of time using the app per week 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{\"2704\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-06 19:34:28.000000+00:00\", \"2023-01-12 15:46:13.000000+00:00\", \"2021-04-23 15:18:17.000000+00:00\", \"2022-07-05 17:23:09.000000+00:00\"], \"session_ids\": [\"bd087f66-6170-416e-a2ff-7efe03b77d33\", \"b3fa38a6-fec1-460b-ac1c-778204aa567a\", \"61d94228-d26c-4069-80c5-6bc3c3454095\", \"5aff8351-59b2-44f7-874c-f011e58c84a4\"], \"total_duration\": 299.0, \"total_sessions\": 4, \"mean_week_duration\": 2.931}, \"62004\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-07 18:27:42.000000+00:00\", \"2020-08-14 01:21:26.000000+00:00\"], \"session_ids\": [\"c4123319-dde1-4475-852c-803c45b6ce51\", \"aaf5d805-516a-4487-8683-8933a69ccc6d\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.574}, \"29684\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-03-12 06:44:39.000000+00:00\", \"2021-07-08 18:59:08.000000+00:00\"], \"session_ids\": [\"a45ea789-535a-488f-bb9d-fff284ee19d3\", \"7afb3f69-ce3d-4990-9401-845230691c50\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}, \"88186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-20 21:22:07.000000+00:00\", \"2020-08-07 18:53:48.000000+00:00\"], \"session_ids\": [\"fc749e6c-48e7-4f6a-9a88-71ba66aa88b3\", \"a11ab47b-214b-4c85-af94-adaeb4a54b28\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"80643\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-22 21:15:36.000000+00:00\", \"2021-07-11 18:18:44.000000+00:00\", \"2021-11-07 06:30:36.000000+00:00\", \"2020-06-04 11:22:39.000000+00:00\", \"2022-11-04 12:44:05.000000+00:00\", \"2022-08-10 22:06:18.000000+00:00\"], \"session_ids\": [\"662d5859-6a5f-4797-a3f5-b7797ffb1680\", \"23775b22-e61e-4d00-9c56-d1c04b64dce8\", \"8b6ef1df-3354-4725-b550-f6bf2c431702\", \"29e80fea-96f4-4770-be24-6258cba85b21\", \"a0b866c9-0c57-4e81-8c58-06ce361894dd\", \"e7797691-d75f-4363-a969-b988f18c6c36\"], \"total_duration\": 2744.0, \"total_sessions\": 6, \"mean_week_duration\": 14.832}, \"42210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-24 19:56:13.000000+00:00\", \"2022-11-11 11:40:31.000000+00:00\"], \"session_ids\": [\"ae499617-6104-432c-aced-f07e4621a92c\", \"20738225-365d-4113-93d8-547e8fb1b107\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 6.143}, \"29349\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-02-08 07:08:11.000000+00:00\", \"2019-06-19 05:43:03.000000+00:00\", \"2019-07-12 17:06:37.000000+00:00\", \"2019-01-16 18:10:47.000000+00:00\", \"2022-01-23 20:40:22.000000+00:00\"], \"session_ids\": [\"03de3296-1026-48a3-b6b3-cbfbe341c7aa\", \"3dfedf71-e3e7-4a3b-8234-df583a9fef91\", \"48d0c98a-2b90-4626-91f7-6f019f8e3afd\", \"c7d8f8b7-80bb-4660-8f5b-11349e081a0c\", \"e6ecc4d2-a423-4e25-a7b0-f4a93e47ddab\"], \"total_duration\": 303.0, \"total_sessions\": 5, \"mean_week_duration\": 1.429}, \"74000\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-23 18:33:40.000000+00:00\", \"2022-09-13 08:40:22.000000+00:00\", \"2022-12-24 09:12:23.000000+00:00\", \"2019-12-26 03:19:08.000000+00:00\"], \"session_ids\": [\"a6f348b4-9833-40fa-9a7a-150a832f6833\", \"50214cca-c82f-44f0-acc6-ccf83888dd76\", \"088333b9-839a-41e9-be20-48414945c82d\", \"d9c3c8e9-87a0-4eae-965f-baa4f4942500\"], \"total_duration\": 205.0, \"total_sessions\": 4, \"mean_week_duration\": 1.152}, \"22992\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-11 05:05:06.000000+00:00\", \"2020-09-22 10:00:15.000000+00:00\"], \"session_ids\": [\"ece11740-8ab0-47ee-8288-8dc73324aa48\", \"b7f5fa81-e98b-401a-aeb7-3dae0dc4686b\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}, \"65938\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-29 04:13:44.000000+00:00\", \"2022-09-03 21:54:17.000000+00:00\", \"2020-06-01 22:53:33.000000+00:00\", \"2020-11-27 04:01:01.000000+00:00\", \"2020-08-21 23:42:51.000000+00:00\"], \"session_ids\": [\"a01b4bf4-38b3-437b-b272-f27fb34345d1\", \"b8c9b0a5-0463-4dc7-ac1a-2150c26baac3\", \"8920b416-e126-4b91-90cb-fbf73e28e824\", \"09bca4e8-d552-4d22-a353-e34309860f5e\", \"16d7e529-dd5d-42e2-8b1c-a1766213ef26\"], \"total_duration\": 1606.0, \"total_sessions\": 5, \"mean_week_duration\": 13.61}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Rio de Janeiro, Dublin, New Delhi, Parare, Madrid, Larebon"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Rio de Janeiro\", \"Dublin\", \"New Delhi\", \"Paris\", \"Madrid\", \"Lisbon\"]]}}}\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": "Display 2 users pieces of information who aren't living in cities Beijing, Nairobi, Sydney, Panama City, Stockholm, San Salvador, Bogota, Rio de Janeiro and in addition sort by total sessoins count in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72187\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-28 12:41:46.000000+00:00\", \"2022-07-17 06:02:53.000000+00:00\", \"2019-09-24 09:03:44.000000+00:00\", \"2023-01-12 10:33:16.000000+00:00\", \"2022-09-18 16:13:14.000000+00:00\", \"2020-06-05 11:00:47.000000+00:00\", \"2022-10-11 19:55:18.000000+00:00\", \"2019-12-20 20:46:03.000000+00:00\"], \"session_ids\": [\"46c28b28-ca5e-4883-86c5-ee437d31b3d0\", \"236a95c1-edf5-45a2-b959-bb9f82be25c5\", \"c2494f7a-d344-4597-8ff5-a53bfae4837f\", \"11b276b2-83da-45b3-938d-89a6a15c7738\", \"41e1a49a-731e-4dfa-8de2-3c3e778b26bf\", \"7eafb1dc-8454-4a4c-974f-aa72ccb49759\", \"9bc306ee-35ce-44ef-9978-8327de1ed425\", \"2326c63d-2cbf-4dc4-9a56-2b6a5d64e710\"], \"total_duration\": 2854.0, \"total_sessions\": 8, \"mean_week_duration\": 16.497}, \"9974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-14 15:56:23.000000+00:00\", \"2020-06-28 18:49:02.000000+00:00\"], \"session_ids\": [\"971fd79e-ed2a-4338-b060-ad0f466c0e4b\", \"fe78cf47-01f2-439a-8406-6e1e46e27e16\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 32.818}, \"91472\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-12 23:07:21.000000+00:00\", \"2021-03-16 11:14:57.000000+00:00\"], \"session_ids\": [\"d95f79df-65a6-43c4-85d6-34c8820b224f\", \"14d16ea3-b5e5-40e6-bd01-5ea637be183f\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 2.031}, \"19491\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-12 15:44:24.000000+00:00\", \"2021-10-22 01:42:26.000000+00:00\", \"2021-02-19 21:39:26.000000+00:00\", \"2023-01-02 22:28:22.000000+00:00\"], \"session_ids\": [\"a2abb8f6-963e-40b7-a4bd-a30329cdaab7\", \"8d12b220-a921-41e8-a701-9e775f6cbe7c\", \"371fa82b-54f0-4c5b-9ca3-612241f0f339\", \"9dfde73b-a8b7-467e-80bf-470c99aa2106\"], \"total_duration\": 398.0, \"total_sessions\": 4, \"mean_week_duration\": 4.061}, \"54172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-23 09:13:38.000000+00:00\", \"2021-10-07 19:17:57.000000+00:00\", \"2022-08-06 03:43:17.000000+00:00\"], \"session_ids\": [\"107f2beb-cd28-4edb-ab87-041ede6aca5f\", \"3845a2cb-ab6a-47a2-8cb7-1f8eec803bf0\", \"6627aef7-5828-4e70-b5a4-949f958f0cf1\"], \"total_duration\": 917.0, \"total_sessions\": 3, \"mean_week_duration\": 11.321}, \"24464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-27 09:17:11.000000+00:00\", \"2023-03-25 12:52:56.000000+00:00\"], \"session_ids\": [\"62c29001-b9d7-4bfe-b97d-87444f21a275\", \"17aebf56-af6e-42cd-be0f-b3c346f1065d\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 1.585}, \"5648\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-02 23:05:10.000000+00:00\", \"2023-05-20 22:46:53.000000+00:00\", \"2020-12-19 08:46:37.000000+00:00\", \"2023-02-03 06:21:38.000000+00:00\"], \"session_ids\": [\"8c2c0355-fce3-40ee-8fa3-99c780361010\", \"23111674-638e-438f-8f64-b813e9a876c3\", \"89ed8ca2-b121-4f14-93fd-f2921536fbf5\", \"eec113d5-3c44-4f17-947a-8c7b8f799978\"], \"total_duration\": 56.0, \"total_sessions\": 4, \"mean_week_duration\": 0.289}, \"65675\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-07-07 07:22:23.000000+00:00\", \"2019-12-14 02:12:33.000000+00:00\", \"2020-03-17 16:42:31.000000+00:00\", \"2019-01-01 19:31:55.000000+00:00\", \"2020-01-02 04:25:40.000000+00:00\", \"2023-04-24 19:33:39.000000+00:00\"], \"session_ids\": [\"fc062027-3ec1-48c1-81eb-9c5cc4aeb93e\", \"3f6f4418-7948-4e1a-9cee-ed8ab45d32ea\", \"5c429aa9-9322-440e-b9ec-017b0febda47\", \"f31880ae-f4d6-4f48-811f-e7c97ae39f33\", \"3dc7dc91-5b40-4efc-a03a-8f75caebd399\", \"26c87e5c-45ad-4976-ad35-0407cc515239\"], \"total_duration\": 238.0, \"total_sessions\": 6, \"mean_week_duration\": 1.058}, \"16264\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-05 15:35:26.000000+00:00\", \"2021-02-25 11:08:01.000000+00:00\"], \"session_ids\": [\"b8cc9940-51ee-4e03-bb03-01f8b17da038\", \"f80dc27b-dcbf-4f78-9bcb-ae5d81ca9990\"], \"total_duration\": 308.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}, \"73262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-22 01:17:49.000000+00:00\", \"2019-04-24 00:11:25.000000+00:00\"], \"session_ids\": [\"8e490903-eb0a-4c13-bfd2-37de10a7a833\", \"efc4bf1c-82e7-40db-b843-958b079a3a4f\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 5.457}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Beijing, Nairobi, Sydney, Panama City, Stockholm, San Salvador, Bogota, Rio de Janeiro"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Beijing\", \"Nairobi\", \"Sydney\", \"Panama City\", \"Stockholm\", \"San Salvador\", \"Bogota\", \"Rio de Janeiro\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72187\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-28 12:41:46.000000+00:00\", \"2022-07-17 06:02:53.000000+00:00\", \"2019-09-24 09:03:44.000000+00:00\", \"2023-01-12 10:33:16.000000+00:00\", \"2022-09-18 16:13:14.000000+00:00\", \"2020-06-05 11:00:47.000000+00:00\", \"2022-10-11 19:55:18.000000+00:00\", \"2019-12-20 20:46:03.000000+00:00\"], \"session_ids\": [\"46c28b28-ca5e-4883-86c5-ee437d31b3d0\", \"236a95c1-edf5-45a2-b959-bb9f82be25c5\", \"c2494f7a-d344-4597-8ff5-a53bfae4837f\", \"11b276b2-83da-45b3-938d-89a6a15c7738\", \"41e1a49a-731e-4dfa-8de2-3c3e778b26bf\", \"7eafb1dc-8454-4a4c-974f-aa72ccb49759\", \"9bc306ee-35ce-44ef-9978-8327de1ed425\", \"2326c63d-2cbf-4dc4-9a56-2b6a5d64e710\"], \"total_duration\": 2854.0, \"total_sessions\": 8, \"mean_week_duration\": 16.497}, \"9974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-14 15:56:23.000000+00:00\", \"2020-06-28 18:49:02.000000+00:00\"], \"session_ids\": [\"971fd79e-ed2a-4338-b060-ad0f466c0e4b\", \"fe78cf47-01f2-439a-8406-6e1e46e27e16\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 32.818}, \"91472\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-12 23:07:21.000000+00:00\", \"2021-03-16 11:14:57.000000+00:00\"], \"session_ids\": [\"d95f79df-65a6-43c4-85d6-34c8820b224f\", \"14d16ea3-b5e5-40e6-bd01-5ea637be183f\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 2.031}, \"19491\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-12 15:44:24.000000+00:00\", \"2021-10-22 01:42:26.000000+00:00\", \"2021-02-19 21:39:26.000000+00:00\", \"2023-01-02 22:28:22.000000+00:00\"], \"session_ids\": [\"a2abb8f6-963e-40b7-a4bd-a30329cdaab7\", \"8d12b220-a921-41e8-a701-9e775f6cbe7c\", \"371fa82b-54f0-4c5b-9ca3-612241f0f339\", \"9dfde73b-a8b7-467e-80bf-470c99aa2106\"], \"total_duration\": 398.0, \"total_sessions\": 4, \"mean_week_duration\": 4.061}, \"54172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-23 09:13:38.000000+00:00\", \"2021-10-07 19:17:57.000000+00:00\", \"2022-08-06 03:43:17.000000+00:00\"], \"session_ids\": [\"107f2beb-cd28-4edb-ab87-041ede6aca5f\", \"3845a2cb-ab6a-47a2-8cb7-1f8eec803bf0\", \"6627aef7-5828-4e70-b5a4-949f958f0cf1\"], \"total_duration\": 917.0, \"total_sessions\": 3, \"mean_week_duration\": 11.321}, \"24464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-27 09:17:11.000000+00:00\", \"2023-03-25 12:52:56.000000+00:00\"], \"session_ids\": [\"62c29001-b9d7-4bfe-b97d-87444f21a275\", \"17aebf56-af6e-42cd-be0f-b3c346f1065d\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 1.585}, \"5648\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-02 23:05:10.000000+00:00\", \"2023-05-20 22:46:53.000000+00:00\", \"2020-12-19 08:46:37.000000+00:00\", \"2023-02-03 06:21:38.000000+00:00\"], \"session_ids\": [\"8c2c0355-fce3-40ee-8fa3-99c780361010\", \"23111674-638e-438f-8f64-b813e9a876c3\", \"89ed8ca2-b121-4f14-93fd-f2921536fbf5\", \"eec113d5-3c44-4f17-947a-8c7b8f799978\"], \"total_duration\": 56.0, \"total_sessions\": 4, \"mean_week_duration\": 0.289}, \"65675\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-07-07 07:22:23.000000+00:00\", \"2019-12-14 02:12:33.000000+00:00\", \"2020-03-17 16:42:31.000000+00:00\", \"2019-01-01 19:31:55.000000+00:00\", \"2020-01-02 04:25:40.000000+00:00\", \"2023-04-24 19:33:39.000000+00:00\"], \"session_ids\": [\"fc062027-3ec1-48c1-81eb-9c5cc4aeb93e\", \"3f6f4418-7948-4e1a-9cee-ed8ab45d32ea\", \"5c429aa9-9322-440e-b9ec-017b0febda47\", \"f31880ae-f4d6-4f48-811f-e7c97ae39f33\", \"3dc7dc91-5b40-4efc-a03a-8f75caebd399\", \"26c87e5c-45ad-4976-ad35-0407cc515239\"], \"total_duration\": 238.0, \"total_sessions\": 6, \"mean_week_duration\": 1.058}, \"16264\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-05 15:35:26.000000+00:00\", \"2021-02-25 11:08:01.000000+00:00\"], \"session_ids\": [\"b8cc9940-51ee-4e03-bb03-01f8b17da038\", \"f80dc27b-dcbf-4f78-9bcb-ae5d81ca9990\"], \"total_duration\": 308.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}, \"73262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-22 01:17:49.000000+00:00\", \"2019-04-24 00:11:25.000000+00:00\"], \"session_ids\": [\"8e490903-eb0a-4c13-bfd2-37de10a7a833\", \"efc4bf1c-82e7-40db-b843-958b079a3a4f\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 5.457}}\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[{\"9974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-14 15:56:23.000000+00:00\", \"2020-06-28 18:49:02.000000+00:00\"], \"session_ids\": [\"971fd79e-ed2a-4338-b060-ad0f466c0e4b\", \"fe78cf47-01f2-439a-8406-6e1e46e27e16\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 32.818}}, {\"91472\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-12 23:07:21.000000+00:00\", \"2021-03-16 11:14:57.000000+00:00\"], \"session_ids\": [\"d95f79df-65a6-43c4-85d6-34c8820b224f\", \"14d16ea3-b5e5-40e6-bd01-5ea637be183f\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 2.031}}, {\"24464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-27 09:17:11.000000+00:00\", \"2023-03-25 12:52:56.000000+00:00\"], \"session_ids\": [\"62c29001-b9d7-4bfe-b97d-87444f21a275\", \"17aebf56-af6e-42cd-be0f-b3c346f1065d\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 1.585}}, {\"16264\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-05 15:35:26.000000+00:00\", \"2021-02-25 11:08:01.000000+00:00\"], \"session_ids\": [\"b8cc9940-51ee-4e03-bb03-01f8b17da038\", \"f80dc27b-dcbf-4f78-9bcb-ae5d81ca9990\"], \"total_duration\": 308.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}}, {\"73262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-22 01:17:49.000000+00:00\", \"2019-04-24 00:11:25.000000+00:00\"], \"session_ids\": [\"8e490903-eb0a-4c13-bfd2-37de10a7a833\", \"efc4bf1c-82e7-40db-b843-958b079a3a4f\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 5.457}}, {\"54172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-23 09:13:38.000000+00:00\", \"2021-10-07 19:17:57.000000+00:00\", \"2022-08-06 03:43:17.000000+00:00\"], \"session_ids\": [\"107f2beb-cd28-4edb-ab87-041ede6aca5f\", \"3845a2cb-ab6a-47a2-8cb7-1f8eec803bf0\", \"6627aef7-5828-4e70-b5a4-949f958f0cf1\"], \"total_duration\": 917.0, \"total_sessions\": 3, \"mean_week_duration\": 11.321}}, {\"19491\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-12 15:44:24.000000+00:00\", \"2021-10-22 01:42:26.000000+00:00\", \"2021-02-19 21:39:26.000000+00:00\", \"2023-01-02 22:28:22.000000+00:00\"], \"session_ids\": [\"a2abb8f6-963e-40b7-a4bd-a30329cdaab7\", \"8d12b220-a921-41e8-a701-9e775f6cbe7c\", \"371fa82b-54f0-4c5b-9ca3-612241f0f339\", \"9dfde73b-a8b7-467e-80bf-470c99aa2106\"], \"total_duration\": 398.0, \"total_sessions\": 4, \"mean_week_duration\": 4.061}}, {\"5648\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-02 23:05:10.000000+00:00\", \"2023-05-20 22:46:53.000000+00:00\", \"2020-12-19 08:46:37.000000+00:00\", \"2023-02-03 06:21:38.000000+00:00\"], \"session_ids\": [\"8c2c0355-fce3-40ee-8fa3-99c780361010\", \"23111674-638e-438f-8f64-b813e9a876c3\", \"89ed8ca2-b121-4f14-93fd-f2921536fbf5\", \"eec113d5-3c44-4f17-947a-8c7b8f799978\"], \"total_duration\": 56.0, \"total_sessions\": 4, \"mean_week_duration\": 0.289}}, {\"65675\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-07-07 07:22:23.000000+00:00\", \"2019-12-14 02:12:33.000000+00:00\", \"2020-03-17 16:42:31.000000+00:00\", \"2019-01-01 19:31:55.000000+00:00\", \"2020-01-02 04:25:40.000000+00:00\", \"2023-04-24 19:33:39.000000+00:00\"], \"session_ids\": [\"fc062027-3ec1-48c1-81eb-9c5cc4aeb93e\", \"3f6f4418-7948-4e1a-9cee-ed8ab45d32ea\", \"5c429aa9-9322-440e-b9ec-017b0febda47\", \"f31880ae-f4d6-4f48-811f-e7c97ae39f33\", \"3dc7dc91-5b40-4efc-a03a-8f75caebd399\", \"26c87e5c-45ad-4976-ad35-0407cc515239\"], \"total_duration\": 238.0, \"total_sessions\": 6, \"mean_week_duration\": 1.058}}, {\"72187\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-28 12:41:46.000000+00:00\", \"2022-07-17 06:02:53.000000+00:00\", \"2019-09-24 09:03:44.000000+00:00\", \"2023-01-12 10:33:16.000000+00:00\", \"2022-09-18 16:13:14.000000+00:00\", \"2020-06-05 11:00:47.000000+00:00\", \"2022-10-11 19:55:18.000000+00:00\", \"2019-12-20 20:46:03.000000+00:00\"], \"session_ids\": [\"46c28b28-ca5e-4883-86c5-ee437d31b3d0\", \"236a95c1-edf5-45a2-b959-bb9f82be25c5\", \"c2494f7a-d344-4597-8ff5-a53bfae4837f\", \"11b276b2-83da-45b3-938d-89a6a15c7738\", \"41e1a49a-731e-4dfa-8de2-3c3e778b26bf\", \"7eafb1dc-8454-4a4c-974f-aa72ccb49759\", \"9bc306ee-35ce-44ef-9978-8327de1ed425\", \"2326c63d-2cbf-4dc4-9a56-2b6a5d64e710\"], \"total_duration\": 2854.0, \"total_sessions\": 8, \"mean_week_duration\": 16.497}}]\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[{\"9974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-14 15:56:23.000000+00:00\", \"2020-06-28 18:49:02.000000+00:00\"], \"session_ids\": [\"971fd79e-ed2a-4338-b060-ad0f466c0e4b\", \"fe78cf47-01f2-439a-8406-6e1e46e27e16\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 32.818}}, {\"91472\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-12 23:07:21.000000+00:00\", \"2021-03-16 11:14:57.000000+00:00\"], \"session_ids\": [\"d95f79df-65a6-43c4-85d6-34c8820b224f\", \"14d16ea3-b5e5-40e6-bd01-5ea637be183f\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 2.031}}]\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[{\"9974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-14 15:56:23.000000+00:00\", \"2020-06-28 18:49:02.000000+00:00\"], \"session_ids\": [\"971fd79e-ed2a-4338-b060-ad0f466c0e4b\", \"fe78cf47-01f2-439a-8406-6e1e46e27e16\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 32.818}}, {\"91472\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-12 23:07:21.000000+00:00\", \"2021-03-16 11:14:57.000000+00:00\"], \"session_ids\": [\"d95f79df-65a6-43c4-85d6-34c8820b224f\", \"14d16ea3-b5e5-40e6-bd01-5ea637be183f\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 2.031}}]\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 8 users to me who have median of duration of sessions per week <= than 3 and apply sorting by urban title 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{\"46834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-09-19 11:27:17.000000+00:00\", \"2020-09-15 11:08:18.000000+00:00\", \"2021-08-20 02:00:22.000000+00:00\", \"2020-12-23 04:14:32.000000+00:00\", \"2021-10-16 09:08:10.000000+00:00\"], \"session_ids\": [\"4ee24a2c-28aa-4773-9a20-ac1ef6b1e7e5\", \"b267245a-9b90-4d3e-ac55-9411e343366d\", \"e1c8dcab-3625-44db-9660-6f0746081d9c\", \"19a45ee6-ff13-4759-88b4-e970bff1ce76\", \"50b8e919-6787-4f99-94d9-1f0197b7e2dc\"], \"total_duration\": 655.0, \"total_sessions\": 5, \"mean_week_duration\": 11.491}, \"15295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-12 07:59:00.000000+00:00\", \"2023-01-25 16:34:37.000000+00:00\"], \"session_ids\": [\"78a14a7a-c348-4b85-a368-664d1b52ad92\", \"05f88fd1-6676-409e-93df-1afc77bbe4a5\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}, \"41928\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-05 05:51:08.000000+00:00\", \"2022-02-10 20:29:14.000000+00:00\"], \"session_ids\": [\"a9b56646-152e-44a3-b970-f6308d5b6dbd\", \"d097a816-2dd8-4b84-bfe9-adaecc64cd19\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 7.5}, \"98869\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-19 19:04:06.000000+00:00\", \"2022-08-11 10:02:14.000000+00:00\"], \"session_ids\": [\"6529479b-7af2-4c71-8446-78bbca2b7e94\", \"8c07a44d-e5bc-483a-b66a-23e4d847f90d\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.441}, \"73237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-09-03 07:47:56.000000+00:00\", \"2020-04-25 16:50:05.000000+00:00\"], \"session_ids\": [\"07e72f6c-cd36-4efb-8187-65902b197c8e\", \"1b8312ae-7ec3-4d48-963e-7c79bbca067e\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.62}, \"55412\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-09 12:29:58.000000+00:00\", \"2021-06-10 07:26:16.000000+00:00\", \"2023-05-29 00:30:31.000000+00:00\"], \"session_ids\": [\"8630824a-09b2-4d16-937a-5d6f9dee470d\", \"c92e0dbf-1b84-41b3-a9e8-a69f96686aa3\", \"9cbf35b2-5454-4e39-a835-c4df11871f71\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.4}, \"25847\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-06 13:14:34.000000+00:00\", \"2023-04-14 08:14:33.000000+00:00\", \"2020-03-20 05:33:53.000000+00:00\", \"2019-08-16 02:19:22.000000+00:00\"], \"session_ids\": [\"29fff921-ce7b-4673-bd8a-a6a26d939dd3\", \"34364c5e-bd70-433a-8b57-c4d394a32e81\", \"0e008c22-bff2-498b-933f-a56a9e97f6ae\", \"36135166-62a6-46a6-a64a-fb58e5939fbd\"], \"total_duration\": 30.0, \"total_sessions\": 4, \"mean_week_duration\": 0.157}, \"99478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-13 23:57:23.000000+00:00\", \"2020-12-24 04:49:22.000000+00:00\"], \"session_ids\": [\"b530a85f-0fc2-43ef-a9e3-de624b71fa6c\", \"c6db10c5-79b4-4574-a80f-57d5d107f7db\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}, \"35336\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-19 09:45:09.000000+00:00\", \"2021-03-23 01:09:00.000000+00:00\"], \"session_ids\": [\"787c415a-8337-4499-aa4e-0feaea27f66f\", \"14c69596-f7aa-413b-9881-dfec5223184f\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}, \"59307\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-24 15:33:20.000000+00:00\", \"2021-03-17 08:04:33.000000+00:00\"], \"session_ids\": [\"59989e40-fd79-467a-8d47-b019f3e714c9\", \"744179fa-cdd9-4e67-9bbd-8ce92f7f51f6\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.672}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 42]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-12 07:59:00.000000+00:00\", \"2023-01-25 16:34:37.000000+00:00\"], \"session_ids\": [\"78a14a7a-c348-4b85-a368-664d1b52ad92\", \"05f88fd1-6676-409e-93df-1afc77bbe4a5\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}, \"98869\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-19 19:04:06.000000+00:00\", \"2022-08-11 10:02:14.000000+00:00\"], \"session_ids\": [\"6529479b-7af2-4c71-8446-78bbca2b7e94\", \"8c07a44d-e5bc-483a-b66a-23e4d847f90d\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.441}, \"73237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-09-03 07:47:56.000000+00:00\", \"2020-04-25 16:50:05.000000+00:00\"], \"session_ids\": [\"07e72f6c-cd36-4efb-8187-65902b197c8e\", \"1b8312ae-7ec3-4d48-963e-7c79bbca067e\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.62}, \"55412\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-09 12:29:58.000000+00:00\", \"2021-06-10 07:26:16.000000+00:00\", \"2023-05-29 00:30:31.000000+00:00\"], \"session_ids\": [\"8630824a-09b2-4d16-937a-5d6f9dee470d\", \"c92e0dbf-1b84-41b3-a9e8-a69f96686aa3\", \"9cbf35b2-5454-4e39-a835-c4df11871f71\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.4}, \"25847\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-06 13:14:34.000000+00:00\", \"2023-04-14 08:14:33.000000+00:00\", \"2020-03-20 05:33:53.000000+00:00\", \"2019-08-16 02:19:22.000000+00:00\"], \"session_ids\": [\"29fff921-ce7b-4673-bd8a-a6a26d939dd3\", \"34364c5e-bd70-433a-8b57-c4d394a32e81\", \"0e008c22-bff2-498b-933f-a56a9e97f6ae\", \"36135166-62a6-46a6-a64a-fb58e5939fbd\"], \"total_duration\": 30.0, \"total_sessions\": 4, \"mean_week_duration\": 0.157}, \"99478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-13 23:57:23.000000+00:00\", \"2020-12-24 04:49:22.000000+00:00\"], \"session_ids\": [\"b530a85f-0fc2-43ef-a9e3-de624b71fa6c\", \"c6db10c5-79b4-4574-a80f-57d5d107f7db\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}, \"35336\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-19 09:45:09.000000+00:00\", \"2021-03-23 01:09:00.000000+00:00\"], \"session_ids\": [\"787c415a-8337-4499-aa4e-0feaea27f66f\", \"14c69596-f7aa-413b-9881-dfec5223184f\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}, \"59307\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-24 15:33:20.000000+00:00\", \"2021-03-17 08:04:33.000000+00:00\"], \"session_ids\": [\"59989e40-fd79-467a-8d47-b019f3e714c9\", \"744179fa-cdd9-4e67-9bbd-8ce92f7f51f6\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.672}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55412\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-09 12:29:58.000000+00:00\", \"2021-06-10 07:26:16.000000+00:00\", \"2023-05-29 00:30:31.000000+00:00\"], \"session_ids\": [\"8630824a-09b2-4d16-937a-5d6f9dee470d\", \"c92e0dbf-1b84-41b3-a9e8-a69f96686aa3\", \"9cbf35b2-5454-4e39-a835-c4df11871f71\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.4}}, {\"25847\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-06 13:14:34.000000+00:00\", \"2023-04-14 08:14:33.000000+00:00\", \"2020-03-20 05:33:53.000000+00:00\", \"2019-08-16 02:19:22.000000+00:00\"], \"session_ids\": [\"29fff921-ce7b-4673-bd8a-a6a26d939dd3\", \"34364c5e-bd70-433a-8b57-c4d394a32e81\", \"0e008c22-bff2-498b-933f-a56a9e97f6ae\", \"36135166-62a6-46a6-a64a-fb58e5939fbd\"], \"total_duration\": 30.0, \"total_sessions\": 4, \"mean_week_duration\": 0.157}}, {\"99478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-13 23:57:23.000000+00:00\", \"2020-12-24 04:49:22.000000+00:00\"], \"session_ids\": [\"b530a85f-0fc2-43ef-a9e3-de624b71fa6c\", \"c6db10c5-79b4-4574-a80f-57d5d107f7db\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}}, {\"59307\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-24 15:33:20.000000+00:00\", \"2021-03-17 08:04:33.000000+00:00\"], \"session_ids\": [\"59989e40-fd79-467a-8d47-b019f3e714c9\", \"744179fa-cdd9-4e67-9bbd-8ce92f7f51f6\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.672}}, {\"73237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-09-03 07:47:56.000000+00:00\", \"2020-04-25 16:50:05.000000+00:00\"], \"session_ids\": [\"07e72f6c-cd36-4efb-8187-65902b197c8e\", \"1b8312ae-7ec3-4d48-963e-7c79bbca067e\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.62}}, {\"35336\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-19 09:45:09.000000+00:00\", \"2021-03-23 01:09:00.000000+00:00\"], \"session_ids\": [\"787c415a-8337-4499-aa4e-0feaea27f66f\", \"14c69596-f7aa-413b-9881-dfec5223184f\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}}, {\"15295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-12 07:59:00.000000+00:00\", \"2023-01-25 16:34:37.000000+00:00\"], \"session_ids\": [\"78a14a7a-c348-4b85-a368-664d1b52ad92\", \"05f88fd1-6676-409e-93df-1afc77bbe4a5\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}, {\"98869\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-19 19:04:06.000000+00:00\", \"2022-08-11 10:02:14.000000+00:00\"], \"session_ids\": [\"6529479b-7af2-4c71-8446-78bbca2b7e94\", \"8c07a44d-e5bc-483a-b66a-23e4d847f90d\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.441}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding 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[{\"55412\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-09 12:29:58.000000+00:00\", \"2021-06-10 07:26:16.000000+00:00\", \"2023-05-29 00:30:31.000000+00:00\"], \"session_ids\": [\"8630824a-09b2-4d16-937a-5d6f9dee470d\", \"c92e0dbf-1b84-41b3-a9e8-a69f96686aa3\", \"9cbf35b2-5454-4e39-a835-c4df11871f71\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.4}}, {\"25847\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-06 13:14:34.000000+00:00\", \"2023-04-14 08:14:33.000000+00:00\", \"2020-03-20 05:33:53.000000+00:00\", \"2019-08-16 02:19:22.000000+00:00\"], \"session_ids\": [\"29fff921-ce7b-4673-bd8a-a6a26d939dd3\", \"34364c5e-bd70-433a-8b57-c4d394a32e81\", \"0e008c22-bff2-498b-933f-a56a9e97f6ae\", \"36135166-62a6-46a6-a64a-fb58e5939fbd\"], \"total_duration\": 30.0, \"total_sessions\": 4, \"mean_week_duration\": 0.157}}, {\"99478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-13 23:57:23.000000+00:00\", \"2020-12-24 04:49:22.000000+00:00\"], \"session_ids\": [\"b530a85f-0fc2-43ef-a9e3-de624b71fa6c\", \"c6db10c5-79b4-4574-a80f-57d5d107f7db\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}}, {\"59307\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-24 15:33:20.000000+00:00\", \"2021-03-17 08:04:33.000000+00:00\"], \"session_ids\": [\"59989e40-fd79-467a-8d47-b019f3e714c9\", \"744179fa-cdd9-4e67-9bbd-8ce92f7f51f6\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.672}}, {\"73237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-09-03 07:47:56.000000+00:00\", \"2020-04-25 16:50:05.000000+00:00\"], \"session_ids\": [\"07e72f6c-cd36-4efb-8187-65902b197c8e\", \"1b8312ae-7ec3-4d48-963e-7c79bbca067e\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.62}}, {\"35336\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-19 09:45:09.000000+00:00\", \"2021-03-23 01:09:00.000000+00:00\"], \"session_ids\": [\"787c415a-8337-4499-aa4e-0feaea27f66f\", \"14c69596-f7aa-413b-9881-dfec5223184f\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}}, {\"15295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-12 07:59:00.000000+00:00\", \"2023-01-25 16:34:37.000000+00:00\"], \"session_ids\": [\"78a14a7a-c348-4b85-a368-664d1b52ad92\", \"05f88fd1-6676-409e-93df-1afc77bbe4a5\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}, {\"98869\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-19 19:04:06.000000+00:00\", \"2022-08-11 10:02:14.000000+00:00\"], \"session_ids\": [\"6529479b-7af2-4c71-8446-78bbca2b7e94\", \"8c07a44d-e5bc-483a-b66a-23e4d847f90d\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.441}}]\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[{\"55412\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-09 12:29:58.000000+00:00\", \"2021-06-10 07:26:16.000000+00:00\", \"2023-05-29 00:30:31.000000+00:00\"], \"session_ids\": [\"8630824a-09b2-4d16-937a-5d6f9dee470d\", \"c92e0dbf-1b84-41b3-a9e8-a69f96686aa3\", \"9cbf35b2-5454-4e39-a835-c4df11871f71\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.4}}, {\"25847\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-06 13:14:34.000000+00:00\", \"2023-04-14 08:14:33.000000+00:00\", \"2020-03-20 05:33:53.000000+00:00\", \"2019-08-16 02:19:22.000000+00:00\"], \"session_ids\": [\"29fff921-ce7b-4673-bd8a-a6a26d939dd3\", \"34364c5e-bd70-433a-8b57-c4d394a32e81\", \"0e008c22-bff2-498b-933f-a56a9e97f6ae\", \"36135166-62a6-46a6-a64a-fb58e5939fbd\"], \"total_duration\": 30.0, \"total_sessions\": 4, \"mean_week_duration\": 0.157}}, {\"99478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-13 23:57:23.000000+00:00\", \"2020-12-24 04:49:22.000000+00:00\"], \"session_ids\": [\"b530a85f-0fc2-43ef-a9e3-de624b71fa6c\", \"c6db10c5-79b4-4574-a80f-57d5d107f7db\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}}, {\"59307\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-24 15:33:20.000000+00:00\", \"2021-03-17 08:04:33.000000+00:00\"], \"session_ids\": [\"59989e40-fd79-467a-8d47-b019f3e714c9\", \"744179fa-cdd9-4e67-9bbd-8ce92f7f51f6\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.672}}, {\"73237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-09-03 07:47:56.000000+00:00\", \"2020-04-25 16:50:05.000000+00:00\"], \"session_ids\": [\"07e72f6c-cd36-4efb-8187-65902b197c8e\", \"1b8312ae-7ec3-4d48-963e-7c79bbca067e\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.62}}, {\"35336\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-19 09:45:09.000000+00:00\", \"2021-03-23 01:09:00.000000+00:00\"], \"session_ids\": [\"787c415a-8337-4499-aa4e-0feaea27f66f\", \"14c69596-f7aa-413b-9881-dfec5223184f\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}}, {\"15295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-12 07:59:00.000000+00:00\", \"2023-01-25 16:34:37.000000+00:00\"], \"session_ids\": [\"78a14a7a-c348-4b85-a368-664d1b52ad92\", \"05f88fd1-6676-409e-93df-1afc77bbe4a5\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}, {\"98869\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-19 19:04:06.000000+00:00\", \"2022-08-11 10:02:14.000000+00:00\"], \"session_ids\": [\"6529479b-7af2-4c71-8446-78bbca2b7e94\", \"8c07a44d-e5bc-483a-b66a-23e4d847f90d\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.441}}]\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 3 users with a total duration that is higher than 380 and lower than 2552, exclusive both nums + apply sorting by town_name 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{\"96432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-08 06:51:40.000000+00:00\", \"2023-04-30 23:15:51.000000+00:00\"], \"session_ids\": [\"f4beb4dc-b976-4bb3-9cb2-5268685906f0\", \"1ef4008d-2455-46be-a792-08da4a75c973\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 2.558}, \"1409\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-21 03:08:50.000000+00:00\", \"2020-12-01 09:12:20.000000+00:00\"], \"session_ids\": [\"d7c605fb-9515-4558-bf8c-eae2c9902fa0\", \"21130495-9440-4a84-a1ec-12cdcdd0c9d8\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.574}, \"78780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-25 21:46:17.000000+00:00\", \"2021-02-02 07:34:41.000000+00:00\", \"2020-08-16 19:56:58.000000+00:00\", \"2023-01-04 02:08:42.000000+00:00\", \"2022-04-23 20:48:29.000000+00:00\", \"2022-12-06 09:03:37.000000+00:00\", \"2020-09-03 09:46:52.000000+00:00\"], \"session_ids\": [\"51c4e032-32a6-4362-8bd5-14ce0cdee6e5\", \"ebacaa77-0135-4b61-a22f-94e3c3c8bc53\", \"75461889-778b-4cec-9bbe-a6ba24a2b9db\", \"c0760521-fb4b-43dd-8264-7a324c816182\", \"0af2bbc1-c034-438e-9929-fb9d51c7d566\", \"6703dd39-f327-40c4-8857-68767bb8ca0e\", \"7ba297d6-9c14-4cec-9e94-689ea889b05e\"], \"total_duration\": 1524.0, \"total_sessions\": 7, \"mean_week_duration\": 12.192}, \"47410\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-16 04:16:06.000000+00:00\", \"2022-06-25 07:22:36.000000+00:00\"], \"session_ids\": [\"1bd59bdf-0e36-4412-9bef-4fc98f32d608\", \"b0390af4-1135-44fa-a921-57cf48b2b79a\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.504}, \"96384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-31 14:59:41.000000+00:00\", \"2023-04-13 22:39:44.000000+00:00\"], \"session_ids\": [\"cc6c06a2-b262-4fea-9310-c28586556a44\", \"c7020c2a-59ff-4696-b853-b41e32d16d95\"], \"total_duration\": 186.0, \"total_sessions\": 2, \"mean_week_duration\": 1.033}, \"28304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-06-09 13:38:23.000000+00:00\", \"2023-06-08 17:53:21.000000+00:00\", \"2019-11-25 19:05:07.000000+00:00\", \"2020-07-22 04:24:10.000000+00:00\", \"2019-10-02 18:23:17.000000+00:00\", \"2020-11-15 17:02:08.000000+00:00\"], \"session_ids\": [\"c90285f6-c3ab-432d-a2ec-73e97c248d6a\", \"00e46378-cb03-4566-a2ef-e23446c9b9d8\", \"46b4a168-06dc-486d-b3f3-684eae512a3e\", \"8fb79ecb-fee6-413d-aa3b-9eea0d7d78a3\", \"276c48ed-aea7-403b-aba7-de79ca5e906e\", \"ce098973-687a-4aec-9059-41abbc64f375\"], \"total_duration\": 887.0, \"total_sessions\": 6, \"mean_week_duration\": 4.62}, \"38205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-06-20 12:19:56.000000+00:00\", \"2023-03-23 16:15:51.000000+00:00\"], \"session_ids\": [\"31de5ae0-a78e-43e6-a7ea-0a0e0ced837a\", \"eb1b0efd-1120-4098-8e0c-357d320d8456\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.15}, \"57906\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-20 08:02:55.000000+00:00\", \"2021-01-28 03:03:46.000000+00:00\", \"2021-10-25 04:33:21.000000+00:00\"], \"session_ids\": [\"4a08489f-2581-418e-bae8-836588556d82\", \"350889aa-d59f-461d-8fc8-55e91ad10475\", \"f82de9c0-038d-49eb-be2a-997787ef6834\"], \"total_duration\": 656.0, \"total_sessions\": 3, \"mean_week_duration\": 8.304}, \"79594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-02 10:43:22.000000+00:00\", \"2022-07-16 08:39:40.000000+00:00\", \"2022-06-19 22:55:43.000000+00:00\", \"2021-04-26 15:40:14.000000+00:00\", \"2021-12-08 19:03:48.000000+00:00\", \"2021-05-02 08:14:47.000000+00:00\"], \"session_ids\": [\"a776aedc-7c78-478e-8044-a731db63b5f5\", \"1ed1f04c-99b1-421b-8d97-b117359c62c9\", \"f8a43ba4-7087-4b37-b879-d04848d55898\", \"da50835e-b7be-4b72-af69-2d3dc919d653\", \"6292984f-f690-43f4-8fc6-aba9d9e0d39d\", \"61e84ae9-9901-4590-b979-3430cb05cfe0\"], \"total_duration\": 168.0, \"total_sessions\": 6, \"mean_week_duration\": 2.625}, \"67857\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-07 10:00:24.000000+00:00\", \"2020-04-18 11:16:04.000000+00:00\", \"2020-10-01 00:07:13.000000+00:00\"], \"session_ids\": [\"10b8b55f-0fd4-4d80-a4e0-e0ab19a024d4\", \"2d8d9004-d123-4860-9d29-fcf80ba31f4b\", \"50ed05f3-6acd-46fc-b002-e49a9f928420\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.907}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 380 and are less than 2552"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[380, 2552]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-25 21:46:17.000000+00:00\", \"2021-02-02 07:34:41.000000+00:00\", \"2020-08-16 19:56:58.000000+00:00\", \"2023-01-04 02:08:42.000000+00:00\", \"2022-04-23 20:48:29.000000+00:00\", \"2022-12-06 09:03:37.000000+00:00\", \"2020-09-03 09:46:52.000000+00:00\"], \"session_ids\": [\"51c4e032-32a6-4362-8bd5-14ce0cdee6e5\", \"ebacaa77-0135-4b61-a22f-94e3c3c8bc53\", \"75461889-778b-4cec-9bbe-a6ba24a2b9db\", \"c0760521-fb4b-43dd-8264-7a324c816182\", \"0af2bbc1-c034-438e-9929-fb9d51c7d566\", \"6703dd39-f327-40c4-8857-68767bb8ca0e\", \"7ba297d6-9c14-4cec-9e94-689ea889b05e\"], \"total_duration\": 1524.0, \"total_sessions\": 7, \"mean_week_duration\": 12.192}, \"28304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-06-09 13:38:23.000000+00:00\", \"2023-06-08 17:53:21.000000+00:00\", \"2019-11-25 19:05:07.000000+00:00\", \"2020-07-22 04:24:10.000000+00:00\", \"2019-10-02 18:23:17.000000+00:00\", \"2020-11-15 17:02:08.000000+00:00\"], \"session_ids\": [\"c90285f6-c3ab-432d-a2ec-73e97c248d6a\", \"00e46378-cb03-4566-a2ef-e23446c9b9d8\", \"46b4a168-06dc-486d-b3f3-684eae512a3e\", \"8fb79ecb-fee6-413d-aa3b-9eea0d7d78a3\", \"276c48ed-aea7-403b-aba7-de79ca5e906e\", \"ce098973-687a-4aec-9059-41abbc64f375\"], \"total_duration\": 887.0, \"total_sessions\": 6, \"mean_week_duration\": 4.62}, \"57906\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-20 08:02:55.000000+00:00\", \"2021-01-28 03:03:46.000000+00:00\", \"2021-10-25 04:33:21.000000+00:00\"], \"session_ids\": [\"4a08489f-2581-418e-bae8-836588556d82\", \"350889aa-d59f-461d-8fc8-55e91ad10475\", \"f82de9c0-038d-49eb-be2a-997787ef6834\"], \"total_duration\": 656.0, \"total_sessions\": 3, \"mean_week_duration\": 8.304}}\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[{\"78780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-25 21:46:17.000000+00:00\", \"2021-02-02 07:34:41.000000+00:00\", \"2020-08-16 19:56:58.000000+00:00\", \"2023-01-04 02:08:42.000000+00:00\", \"2022-04-23 20:48:29.000000+00:00\", \"2022-12-06 09:03:37.000000+00:00\", \"2020-09-03 09:46:52.000000+00:00\"], \"session_ids\": [\"51c4e032-32a6-4362-8bd5-14ce0cdee6e5\", \"ebacaa77-0135-4b61-a22f-94e3c3c8bc53\", \"75461889-778b-4cec-9bbe-a6ba24a2b9db\", \"c0760521-fb4b-43dd-8264-7a324c816182\", \"0af2bbc1-c034-438e-9929-fb9d51c7d566\", \"6703dd39-f327-40c4-8857-68767bb8ca0e\", \"7ba297d6-9c14-4cec-9e94-689ea889b05e\"], \"total_duration\": 1524.0, \"total_sessions\": 7, \"mean_week_duration\": 12.192}}, {\"28304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-06-09 13:38:23.000000+00:00\", \"2023-06-08 17:53:21.000000+00:00\", \"2019-11-25 19:05:07.000000+00:00\", \"2020-07-22 04:24:10.000000+00:00\", \"2019-10-02 18:23:17.000000+00:00\", \"2020-11-15 17:02:08.000000+00:00\"], \"session_ids\": [\"c90285f6-c3ab-432d-a2ec-73e97c248d6a\", \"00e46378-cb03-4566-a2ef-e23446c9b9d8\", \"46b4a168-06dc-486d-b3f3-684eae512a3e\", \"8fb79ecb-fee6-413d-aa3b-9eea0d7d78a3\", \"276c48ed-aea7-403b-aba7-de79ca5e906e\", \"ce098973-687a-4aec-9059-41abbc64f375\"], \"total_duration\": 887.0, \"total_sessions\": 6, \"mean_week_duration\": 4.62}}, {\"57906\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-20 08:02:55.000000+00:00\", \"2021-01-28 03:03:46.000000+00:00\", \"2021-10-25 04:33:21.000000+00:00\"], \"session_ids\": [\"4a08489f-2581-418e-bae8-836588556d82\", \"350889aa-d59f-461d-8fc8-55e91ad10475\", \"f82de9c0-038d-49eb-be2a-997787ef6834\"], \"total_duration\": 656.0, \"total_sessions\": 3, \"mean_week_duration\": 8.304}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-25 21:46:17.000000+00:00\", \"2021-02-02 07:34:41.000000+00:00\", \"2020-08-16 19:56:58.000000+00:00\", \"2023-01-04 02:08:42.000000+00:00\", \"2022-04-23 20:48:29.000000+00:00\", \"2022-12-06 09:03:37.000000+00:00\", \"2020-09-03 09:46:52.000000+00:00\"], \"session_ids\": [\"51c4e032-32a6-4362-8bd5-14ce0cdee6e5\", \"ebacaa77-0135-4b61-a22f-94e3c3c8bc53\", \"75461889-778b-4cec-9bbe-a6ba24a2b9db\", \"c0760521-fb4b-43dd-8264-7a324c816182\", \"0af2bbc1-c034-438e-9929-fb9d51c7d566\", \"6703dd39-f327-40c4-8857-68767bb8ca0e\", \"7ba297d6-9c14-4cec-9e94-689ea889b05e\"], \"total_duration\": 1524.0, \"total_sessions\": 7, \"mean_week_duration\": 12.192}}, {\"28304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-06-09 13:38:23.000000+00:00\", \"2023-06-08 17:53:21.000000+00:00\", \"2019-11-25 19:05:07.000000+00:00\", \"2020-07-22 04:24:10.000000+00:00\", \"2019-10-02 18:23:17.000000+00:00\", \"2020-11-15 17:02:08.000000+00:00\"], \"session_ids\": [\"c90285f6-c3ab-432d-a2ec-73e97c248d6a\", \"00e46378-cb03-4566-a2ef-e23446c9b9d8\", \"46b4a168-06dc-486d-b3f3-684eae512a3e\", \"8fb79ecb-fee6-413d-aa3b-9eea0d7d78a3\", \"276c48ed-aea7-403b-aba7-de79ca5e906e\", \"ce098973-687a-4aec-9059-41abbc64f375\"], \"total_duration\": 887.0, \"total_sessions\": 6, \"mean_week_duration\": 4.62}}, {\"57906\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-20 08:02:55.000000+00:00\", \"2021-01-28 03:03:46.000000+00:00\", \"2021-10-25 04:33:21.000000+00:00\"], \"session_ids\": [\"4a08489f-2581-418e-bae8-836588556d82\", \"350889aa-d59f-461d-8fc8-55e91ad10475\", \"f82de9c0-038d-49eb-be2a-997787ef6834\"], \"total_duration\": 656.0, \"total_sessions\": 3, \"mean_week_duration\": 8.304}}]\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[{\"78780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-25 21:46:17.000000+00:00\", \"2021-02-02 07:34:41.000000+00:00\", \"2020-08-16 19:56:58.000000+00:00\", \"2023-01-04 02:08:42.000000+00:00\", \"2022-04-23 20:48:29.000000+00:00\", \"2022-12-06 09:03:37.000000+00:00\", \"2020-09-03 09:46:52.000000+00:00\"], \"session_ids\": [\"51c4e032-32a6-4362-8bd5-14ce0cdee6e5\", \"ebacaa77-0135-4b61-a22f-94e3c3c8bc53\", \"75461889-778b-4cec-9bbe-a6ba24a2b9db\", \"c0760521-fb4b-43dd-8264-7a324c816182\", \"0af2bbc1-c034-438e-9929-fb9d51c7d566\", \"6703dd39-f327-40c4-8857-68767bb8ca0e\", \"7ba297d6-9c14-4cec-9e94-689ea889b05e\"], \"total_duration\": 1524.0, \"total_sessions\": 7, \"mean_week_duration\": 12.192}}, {\"28304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-06-09 13:38:23.000000+00:00\", \"2023-06-08 17:53:21.000000+00:00\", \"2019-11-25 19:05:07.000000+00:00\", \"2020-07-22 04:24:10.000000+00:00\", \"2019-10-02 18:23:17.000000+00:00\", \"2020-11-15 17:02:08.000000+00:00\"], \"session_ids\": [\"c90285f6-c3ab-432d-a2ec-73e97c248d6a\", \"00e46378-cb03-4566-a2ef-e23446c9b9d8\", \"46b4a168-06dc-486d-b3f3-684eae512a3e\", \"8fb79ecb-fee6-413d-aa3b-9eea0d7d78a3\", \"276c48ed-aea7-403b-aba7-de79ca5e906e\", \"ce098973-687a-4aec-9059-41abbc64f375\"], \"total_duration\": 887.0, \"total_sessions\": 6, \"mean_week_duration\": 4.62}}, {\"57906\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-20 08:02:55.000000+00:00\", \"2021-01-28 03:03:46.000000+00:00\", \"2021-10-25 04:33:21.000000+00:00\"], \"session_ids\": [\"4a08489f-2581-418e-bae8-836588556d82\", \"350889aa-d59f-461d-8fc8-55e91ad10475\", \"f82de9c0-038d-49eb-be2a-997787ef6834\"], \"total_duration\": 656.0, \"total_sessions\": 3, \"mean_week_duration\": 8.304}}]\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 4 users to me who have sum of duration of sessions per week smaller than 15 and bigger than 40 (not including) and perform sorting by city_name descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-10-09 14:20:38.000000+00:00\", \"2021-01-20 02:33:00.000000+00:00\", \"2019-06-17 14:42:23.000000+00:00\", \"2019-11-22 00:26:11.000000+00:00\", \"2019-02-16 02:54:10.000000+00:00\", \"2023-05-10 02:34:04.000000+00:00\", \"2023-05-15 13:12:44.000000+00:00\", \"2020-01-22 03:11:03.000000+00:00\", \"2021-02-16 14:51:24.000000+00:00\"], \"session_ids\": [\"b2cf541a-beb8-40cb-8576-d74af2d131bd\", \"206975af-e510-4799-8d74-557dd14c4669\", \"56b19904-e129-4f85-94f4-7355d063b3ea\", \"47279d6c-c665-4e80-9346-d7bee2a159a3\", \"9fda3388-f04f-4956-9eb5-bb2c845cae45\", \"fcf6a1c9-e051-498c-9b81-39b5f70800e0\", \"cc94622a-944e-45c4-99e3-4960a5404d72\", \"fb83b9cd-ee12-441f-bd5f-f5aac11d00a7\", \"b159232d-284a-47c8-bf7d-a1a764d75ccf\"], \"total_duration\": 3920.0, \"total_sessions\": 9, \"mean_week_duration\": 17.658}, \"30648\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-12 13:34:45.000000+00:00\", \"2023-06-25 15:15:53.000000+00:00\", \"2021-02-03 13:10:29.000000+00:00\"], \"session_ids\": [\"3d6720a7-c6dc-47b3-9915-0ccf2ca30616\", \"8299b59d-f6b6-422c-bef2-b32e6b30d991\", \"30b4be18-066c-4a8d-a561-7114977413fe\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.493}, \"53354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-13 09:28:44.000000+00:00\", \"2020-07-18 20:10:56.000000+00:00\"], \"session_ids\": [\"98a51102-b6b4-476e-a396-a65f52ccc6bb\", \"4055c9c6-5343-428b-a8b5-2395644c6ae9\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 3.163}, \"19083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-08 21:27:52.000000+00:00\", \"2020-05-02 16:29:31.000000+00:00\"], \"session_ids\": [\"e1eb9f65-4ed2-480b-9e9a-2f9bf0326811\", \"85b14dee-3689-4047-86f0-a6001cda3a42\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}, \"21653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-28 21:56:28.000000+00:00\", \"2021-08-01 13:01:06.000000+00:00\", \"2023-01-31 01:39:39.000000+00:00\", \"2022-01-18 18:44:39.000000+00:00\", \"2023-06-23 22:03:28.000000+00:00\", \"2020-12-15 03:29:50.000000+00:00\", \"2022-09-10 21:32:00.000000+00:00\", \"2022-11-02 03:35:15.000000+00:00\"], \"session_ids\": [\"c54e9a4f-a81a-4ba2-9781-1fc3c771eccd\", \"c9a46e54-f448-4c80-86ce-3605e704e529\", \"a2b3fecf-a326-45eb-9972-7cf027d0e504\", \"94d0fa5b-1752-4e55-855e-f1ba155a1589\", \"5787ec35-7f1d-4772-94dd-f63db66f2026\", \"ca1c1f21-582e-45f8-a6b1-1c0a141493c1\", \"8dcd299a-e8b9-417a-a3e4-e0cdba8f30a4\", \"255ce29c-b7a7-42e5-9898-42addec8b866\"], \"total_duration\": 85.0, \"total_sessions\": 8, \"mean_week_duration\": 0.578}, \"60926\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-07 03:17:53.000000+00:00\", \"2020-08-24 14:17:51.000000+00:00\"], \"session_ids\": [\"7882ad65-1caa-43a0-9068-be56a9883286\", \"612eba1d-f897-45fd-84e7-5ce89c23bc22\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.791}, \"50021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-13 09:47:30.000000+00:00\", \"2022-07-05 16:22:38.000000+00:00\", \"2021-02-03 00:20:43.000000+00:00\", \"2021-12-10 17:31:17.000000+00:00\", \"2020-02-15 00:41:49.000000+00:00\"], \"session_ids\": [\"9d036171-4a0b-41d4-ae7a-bfa3bb39b706\", \"57225518-eaf2-44c9-a8e2-e61c92a56c56\", \"17e9b994-c6e5-4774-8193-d185ff3fdf0f\", \"979c6379-79d5-4824-9bc0-a2a398786942\", \"bccd4825-656a-4049-988e-b5c72820d758\"], \"total_duration\": 1215.0, \"total_sessions\": 5, \"mean_week_duration\": 9.72}, \"42762\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-08-01 11:19:04.000000+00:00\", \"2022-11-30 08:55:47.000000+00:00\"], \"session_ids\": [\"77b71df3-8244-4c9f-afb6-ea9cc39bc59c\", \"8ca831f5-4d5a-4303-99b6-7d30b4d84e64\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.471}, \"35551\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-01 14:12:20.000000+00:00\", \"2020-11-30 20:01:07.000000+00:00\", \"2020-03-23 21:40:49.000000+00:00\", \"2023-04-28 20:06:42.000000+00:00\", \"2023-06-30 08:29:12.000000+00:00\", \"2021-05-20 20:22:45.000000+00:00\", \"2022-09-23 16:12:57.000000+00:00\"], \"session_ids\": [\"47f7297a-f779-4ca1-85f6-786c2a3a769f\", \"82c89d25-56d9-44d8-a25b-22816ee742b7\", \"cc14b76a-e9d7-48f3-9d1d-fe0f44b86839\", \"f79fa3e1-7f65-46ea-8136-5d96f41a6aa5\", \"c510cbf1-28af-4816-ac11-1109c6155e2a\", \"886744fa-4bba-4bf8-824f-34472ad371a5\", \"7f942e87-971c-4440-9bb9-981889590b16\"], \"total_duration\": 1958.0, \"total_sessions\": 7, \"mean_week_duration\": 11.0}, \"5696\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-17 00:09:42.000000+00:00\", \"2022-01-24 20:01:06.000000+00:00\", \"2020-05-26 23:12:10.000000+00:00\"], \"session_ids\": [\"cbf33b4c-b222-44a3-8d07-aa440d09c104\", \"b83b8099-c3ef-4cad-b249-bed105f5ea8a\", \"02890977-ff21-4265-931b-d4366b3ac408\"], \"total_duration\": 215.0, \"total_sessions\": 3, \"mean_week_duration\": 2.216}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 15 and are greater than 40"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30648\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-12 13:34:45.000000+00:00\", \"2023-06-25 15:15:53.000000+00:00\", \"2021-02-03 13:10:29.000000+00:00\"], \"session_ids\": [\"3d6720a7-c6dc-47b3-9915-0ccf2ca30616\", \"8299b59d-f6b6-422c-bef2-b32e6b30d991\", \"30b4be18-066c-4a8d-a561-7114977413fe\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.493}, \"53354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-13 09:28:44.000000+00:00\", \"2020-07-18 20:10:56.000000+00:00\"], \"session_ids\": [\"98a51102-b6b4-476e-a396-a65f52ccc6bb\", \"4055c9c6-5343-428b-a8b5-2395644c6ae9\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 3.163}, \"19083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-08 21:27:52.000000+00:00\", \"2020-05-02 16:29:31.000000+00:00\"], \"session_ids\": [\"e1eb9f65-4ed2-480b-9e9a-2f9bf0326811\", \"85b14dee-3689-4047-86f0-a6001cda3a42\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}, \"21653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-28 21:56:28.000000+00:00\", \"2021-08-01 13:01:06.000000+00:00\", \"2023-01-31 01:39:39.000000+00:00\", \"2022-01-18 18:44:39.000000+00:00\", \"2023-06-23 22:03:28.000000+00:00\", \"2020-12-15 03:29:50.000000+00:00\", \"2022-09-10 21:32:00.000000+00:00\", \"2022-11-02 03:35:15.000000+00:00\"], \"session_ids\": [\"c54e9a4f-a81a-4ba2-9781-1fc3c771eccd\", \"c9a46e54-f448-4c80-86ce-3605e704e529\", \"a2b3fecf-a326-45eb-9972-7cf027d0e504\", \"94d0fa5b-1752-4e55-855e-f1ba155a1589\", \"5787ec35-7f1d-4772-94dd-f63db66f2026\", \"ca1c1f21-582e-45f8-a6b1-1c0a141493c1\", \"8dcd299a-e8b9-417a-a3e4-e0cdba8f30a4\", \"255ce29c-b7a7-42e5-9898-42addec8b866\"], \"total_duration\": 85.0, \"total_sessions\": 8, \"mean_week_duration\": 0.578}, \"60926\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-07 03:17:53.000000+00:00\", \"2020-08-24 14:17:51.000000+00:00\"], \"session_ids\": [\"7882ad65-1caa-43a0-9068-be56a9883286\", \"612eba1d-f897-45fd-84e7-5ce89c23bc22\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.791}, \"50021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-13 09:47:30.000000+00:00\", \"2022-07-05 16:22:38.000000+00:00\", \"2021-02-03 00:20:43.000000+00:00\", \"2021-12-10 17:31:17.000000+00:00\", \"2020-02-15 00:41:49.000000+00:00\"], \"session_ids\": [\"9d036171-4a0b-41d4-ae7a-bfa3bb39b706\", \"57225518-eaf2-44c9-a8e2-e61c92a56c56\", \"17e9b994-c6e5-4774-8193-d185ff3fdf0f\", \"979c6379-79d5-4824-9bc0-a2a398786942\", \"bccd4825-656a-4049-988e-b5c72820d758\"], \"total_duration\": 1215.0, \"total_sessions\": 5, \"mean_week_duration\": 9.72}, \"42762\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-08-01 11:19:04.000000+00:00\", \"2022-11-30 08:55:47.000000+00:00\"], \"session_ids\": [\"77b71df3-8244-4c9f-afb6-ea9cc39bc59c\", \"8ca831f5-4d5a-4303-99b6-7d30b4d84e64\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.471}, \"35551\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-01 14:12:20.000000+00:00\", \"2020-11-30 20:01:07.000000+00:00\", \"2020-03-23 21:40:49.000000+00:00\", \"2023-04-28 20:06:42.000000+00:00\", \"2023-06-30 08:29:12.000000+00:00\", \"2021-05-20 20:22:45.000000+00:00\", \"2022-09-23 16:12:57.000000+00:00\"], \"session_ids\": [\"47f7297a-f779-4ca1-85f6-786c2a3a769f\", \"82c89d25-56d9-44d8-a25b-22816ee742b7\", \"cc14b76a-e9d7-48f3-9d1d-fe0f44b86839\", \"f79fa3e1-7f65-46ea-8136-5d96f41a6aa5\", \"c510cbf1-28af-4816-ac11-1109c6155e2a\", \"886744fa-4bba-4bf8-824f-34472ad371a5\", \"7f942e87-971c-4440-9bb9-981889590b16\"], \"total_duration\": 1958.0, \"total_sessions\": 7, \"mean_week_duration\": 11.0}, \"5696\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-17 00:09:42.000000+00:00\", \"2022-01-24 20:01:06.000000+00:00\", \"2020-05-26 23:12:10.000000+00:00\"], \"session_ids\": [\"cbf33b4c-b222-44a3-8d07-aa440d09c104\", \"b83b8099-c3ef-4cad-b249-bed105f5ea8a\", \"02890977-ff21-4265-931b-d4366b3ac408\"], \"total_duration\": 215.0, \"total_sessions\": 3, \"mean_week_duration\": 2.216}}\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[{\"50021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-13 09:47:30.000000+00:00\", \"2022-07-05 16:22:38.000000+00:00\", \"2021-02-03 00:20:43.000000+00:00\", \"2021-12-10 17:31:17.000000+00:00\", \"2020-02-15 00:41:49.000000+00:00\"], \"session_ids\": [\"9d036171-4a0b-41d4-ae7a-bfa3bb39b706\", \"57225518-eaf2-44c9-a8e2-e61c92a56c56\", \"17e9b994-c6e5-4774-8193-d185ff3fdf0f\", \"979c6379-79d5-4824-9bc0-a2a398786942\", \"bccd4825-656a-4049-988e-b5c72820d758\"], \"total_duration\": 1215.0, \"total_sessions\": 5, \"mean_week_duration\": 9.72}}, {\"35551\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-01 14:12:20.000000+00:00\", \"2020-11-30 20:01:07.000000+00:00\", \"2020-03-23 21:40:49.000000+00:00\", \"2023-04-28 20:06:42.000000+00:00\", \"2023-06-30 08:29:12.000000+00:00\", \"2021-05-20 20:22:45.000000+00:00\", \"2022-09-23 16:12:57.000000+00:00\"], \"session_ids\": [\"47f7297a-f779-4ca1-85f6-786c2a3a769f\", \"82c89d25-56d9-44d8-a25b-22816ee742b7\", \"cc14b76a-e9d7-48f3-9d1d-fe0f44b86839\", \"f79fa3e1-7f65-46ea-8136-5d96f41a6aa5\", \"c510cbf1-28af-4816-ac11-1109c6155e2a\", \"886744fa-4bba-4bf8-824f-34472ad371a5\", \"7f942e87-971c-4440-9bb9-981889590b16\"], \"total_duration\": 1958.0, \"total_sessions\": 7, \"mean_week_duration\": 11.0}}, {\"60926\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-07 03:17:53.000000+00:00\", \"2020-08-24 14:17:51.000000+00:00\"], \"session_ids\": [\"7882ad65-1caa-43a0-9068-be56a9883286\", \"612eba1d-f897-45fd-84e7-5ce89c23bc22\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.791}}, {\"19083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-08 21:27:52.000000+00:00\", \"2020-05-02 16:29:31.000000+00:00\"], \"session_ids\": [\"e1eb9f65-4ed2-480b-9e9a-2f9bf0326811\", \"85b14dee-3689-4047-86f0-a6001cda3a42\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}}, {\"42762\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-08-01 11:19:04.000000+00:00\", \"2022-11-30 08:55:47.000000+00:00\"], \"session_ids\": [\"77b71df3-8244-4c9f-afb6-ea9cc39bc59c\", \"8ca831f5-4d5a-4303-99b6-7d30b4d84e64\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.471}}, {\"53354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-13 09:28:44.000000+00:00\", \"2020-07-18 20:10:56.000000+00:00\"], \"session_ids\": [\"98a51102-b6b4-476e-a396-a65f52ccc6bb\", \"4055c9c6-5343-428b-a8b5-2395644c6ae9\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 3.163}}, {\"30648\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-12 13:34:45.000000+00:00\", \"2023-06-25 15:15:53.000000+00:00\", \"2021-02-03 13:10:29.000000+00:00\"], \"session_ids\": [\"3d6720a7-c6dc-47b3-9915-0ccf2ca30616\", \"8299b59d-f6b6-422c-bef2-b32e6b30d991\", \"30b4be18-066c-4a8d-a561-7114977413fe\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.493}}, {\"5696\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-17 00:09:42.000000+00:00\", \"2022-01-24 20:01:06.000000+00:00\", \"2020-05-26 23:12:10.000000+00:00\"], \"session_ids\": [\"cbf33b4c-b222-44a3-8d07-aa440d09c104\", \"b83b8099-c3ef-4cad-b249-bed105f5ea8a\", \"02890977-ff21-4265-931b-d4366b3ac408\"], \"total_duration\": 215.0, \"total_sessions\": 3, \"mean_week_duration\": 2.216}}, {\"21653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-28 21:56:28.000000+00:00\", \"2021-08-01 13:01:06.000000+00:00\", \"2023-01-31 01:39:39.000000+00:00\", \"2022-01-18 18:44:39.000000+00:00\", \"2023-06-23 22:03:28.000000+00:00\", \"2020-12-15 03:29:50.000000+00:00\", \"2022-09-10 21:32:00.000000+00:00\", \"2022-11-02 03:35:15.000000+00:00\"], \"session_ids\": [\"c54e9a4f-a81a-4ba2-9781-1fc3c771eccd\", \"c9a46e54-f448-4c80-86ce-3605e704e529\", \"a2b3fecf-a326-45eb-9972-7cf027d0e504\", \"94d0fa5b-1752-4e55-855e-f1ba155a1589\", \"5787ec35-7f1d-4772-94dd-f63db66f2026\", \"ca1c1f21-582e-45f8-a6b1-1c0a141493c1\", \"8dcd299a-e8b9-417a-a3e4-e0cdba8f30a4\", \"255ce29c-b7a7-42e5-9898-42addec8b866\"], \"total_duration\": 85.0, \"total_sessions\": 8, \"mean_week_duration\": 0.578}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-13 09:47:30.000000+00:00\", \"2022-07-05 16:22:38.000000+00:00\", \"2021-02-03 00:20:43.000000+00:00\", \"2021-12-10 17:31:17.000000+00:00\", \"2020-02-15 00:41:49.000000+00:00\"], \"session_ids\": [\"9d036171-4a0b-41d4-ae7a-bfa3bb39b706\", \"57225518-eaf2-44c9-a8e2-e61c92a56c56\", \"17e9b994-c6e5-4774-8193-d185ff3fdf0f\", \"979c6379-79d5-4824-9bc0-a2a398786942\", \"bccd4825-656a-4049-988e-b5c72820d758\"], \"total_duration\": 1215.0, \"total_sessions\": 5, \"mean_week_duration\": 9.72}}, {\"35551\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-01 14:12:20.000000+00:00\", \"2020-11-30 20:01:07.000000+00:00\", \"2020-03-23 21:40:49.000000+00:00\", \"2023-04-28 20:06:42.000000+00:00\", \"2023-06-30 08:29:12.000000+00:00\", \"2021-05-20 20:22:45.000000+00:00\", \"2022-09-23 16:12:57.000000+00:00\"], \"session_ids\": [\"47f7297a-f779-4ca1-85f6-786c2a3a769f\", \"82c89d25-56d9-44d8-a25b-22816ee742b7\", \"cc14b76a-e9d7-48f3-9d1d-fe0f44b86839\", \"f79fa3e1-7f65-46ea-8136-5d96f41a6aa5\", \"c510cbf1-28af-4816-ac11-1109c6155e2a\", \"886744fa-4bba-4bf8-824f-34472ad371a5\", \"7f942e87-971c-4440-9bb9-981889590b16\"], \"total_duration\": 1958.0, \"total_sessions\": 7, \"mean_week_duration\": 11.0}}, {\"60926\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-07 03:17:53.000000+00:00\", \"2020-08-24 14:17:51.000000+00:00\"], \"session_ids\": [\"7882ad65-1caa-43a0-9068-be56a9883286\", \"612eba1d-f897-45fd-84e7-5ce89c23bc22\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.791}}, {\"19083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-08 21:27:52.000000+00:00\", \"2020-05-02 16:29:31.000000+00:00\"], \"session_ids\": [\"e1eb9f65-4ed2-480b-9e9a-2f9bf0326811\", \"85b14dee-3689-4047-86f0-a6001cda3a42\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}}]\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[{\"50021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-13 09:47:30.000000+00:00\", \"2022-07-05 16:22:38.000000+00:00\", \"2021-02-03 00:20:43.000000+00:00\", \"2021-12-10 17:31:17.000000+00:00\", \"2020-02-15 00:41:49.000000+00:00\"], \"session_ids\": [\"9d036171-4a0b-41d4-ae7a-bfa3bb39b706\", \"57225518-eaf2-44c9-a8e2-e61c92a56c56\", \"17e9b994-c6e5-4774-8193-d185ff3fdf0f\", \"979c6379-79d5-4824-9bc0-a2a398786942\", \"bccd4825-656a-4049-988e-b5c72820d758\"], \"total_duration\": 1215.0, \"total_sessions\": 5, \"mean_week_duration\": 9.72}}, {\"35551\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-01 14:12:20.000000+00:00\", \"2020-11-30 20:01:07.000000+00:00\", \"2020-03-23 21:40:49.000000+00:00\", \"2023-04-28 20:06:42.000000+00:00\", \"2023-06-30 08:29:12.000000+00:00\", \"2021-05-20 20:22:45.000000+00:00\", \"2022-09-23 16:12:57.000000+00:00\"], \"session_ids\": [\"47f7297a-f779-4ca1-85f6-786c2a3a769f\", \"82c89d25-56d9-44d8-a25b-22816ee742b7\", \"cc14b76a-e9d7-48f3-9d1d-fe0f44b86839\", \"f79fa3e1-7f65-46ea-8136-5d96f41a6aa5\", \"c510cbf1-28af-4816-ac11-1109c6155e2a\", \"886744fa-4bba-4bf8-824f-34472ad371a5\", \"7f942e87-971c-4440-9bb9-981889590b16\"], \"total_duration\": 1958.0, \"total_sessions\": 7, \"mean_week_duration\": 11.0}}, {\"60926\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-07 03:17:53.000000+00:00\", \"2020-08-24 14:17:51.000000+00:00\"], \"session_ids\": [\"7882ad65-1caa-43a0-9068-be56a9883286\", \"612eba1d-f897-45fd-84e7-5ce89c23bc22\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.791}}, {\"19083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-08 21:27:52.000000+00:00\", \"2020-05-02 16:29:31.000000+00:00\"], \"session_ids\": [\"e1eb9f65-4ed2-480b-9e9a-2f9bf0326811\", \"85b14dee-3689-4047-86f0-a6001cda3a42\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 6 users with a time using the app that is above 1650 + sort by total sessions ascending as well as show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-06-21 08:31:26.000000+00:00\", \"2021-08-20 15:15:35.000000+00:00\"], \"session_ids\": [\"b660a0bc-2553-4eef-b1a3-e0fd69e40648\", \"d5a847cc-94ff-4c9e-b9a7-37a4fd14303f\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.903}, \"47628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-10 00:30:54.000000+00:00\", \"2020-12-05 14:36:44.000000+00:00\"], \"session_ids\": [\"88f4ef53-be2f-4ded-98be-a9828774ae19\", \"67aa6515-fd2d-42e7-86d7-df3ccfa6f90b\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 3.551}, \"31339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-08 21:00:05.000000+00:00\", \"2019-07-19 07:59:01.000000+00:00\"], \"session_ids\": [\"76f569f4-6428-43ec-8fff-54b3c946b983\", \"56ff7cd7-571c-463d-b32f-f932c701d6e2\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.304}, \"11086\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-26 14:44:08.000000+00:00\", \"2023-01-26 13:04:28.000000+00:00\", \"2021-05-20 03:35:30.000000+00:00\"], \"session_ids\": [\"927c27dc-9d54-4262-ae0d-7a86175eb5c8\", \"f0d8f560-99a1-42ff-ba6b-8012fe2de77b\", \"64aaf749-6ed3-45f9-85bb-a8eb3c7d65bf\"], \"total_duration\": 589.0, \"total_sessions\": 3, \"mean_week_duration\": 6.333}, \"65232\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-20 10:21:18.000000+00:00\", \"2021-03-05 08:40:16.000000+00:00\"], \"session_ids\": [\"78b7b743-a811-44db-b8ae-fc341e8ed2fa\", \"db7ce041-f888-45b5-a0a0-893c0cd8c845\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.699}, \"90163\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-05 04:16:57.000000+00:00\", \"2019-04-28 21:38:06.000000+00:00\"], \"session_ids\": [\"7650b496-32bb-4b66-a82a-d340aeb1f8f5\", \"2a12f15d-aded-42ce-9e1b-841db338870e\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 0.778}, \"82606\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-27 02:17:52.000000+00:00\", \"2021-08-25 10:54:29.000000+00:00\", \"2022-02-05 08:36:26.000000+00:00\", \"2021-10-15 12:51:34.000000+00:00\", \"2021-07-30 22:32:22.000000+00:00\"], \"session_ids\": [\"58c3d72b-cc88-46b0-8b4f-95f69fb0b204\", \"6bae07b2-57e3-4053-adf9-16e48edce9d4\", \"bf0a37ca-efa7-4719-968a-adaa41e9e40a\", \"c8651d53-74d3-4eaf-9918-1c5f99ee83d3\", \"6b56dbee-5b9b-437a-8028-56dcd439456c\"], \"total_duration\": 310.0, \"total_sessions\": 5, \"mean_week_duration\": 2.605}, \"93742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-04-13 00:52:33.000000+00:00\", \"2022-10-07 08:15:53.000000+00:00\"], \"session_ids\": [\"495a470e-944f-436e-b440-8877e69fb6be\", \"5e2a3455-e2e9-45a1-a9f2-b027b733ba1d\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 0.723}, \"56169\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-02 12:20:52.000000+00:00\", \"2022-01-19 17:01:03.000000+00:00\"], \"session_ids\": [\"d3433f49-4dde-4b9a-8c7a-3936477d5173\", \"f4c4089e-6fde-4ee0-af48-2ac8810d71f7\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 4.139}, \"66982\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-13 14:21:25.000000+00:00\", \"2020-07-23 17:06:50.000000+00:00\", \"2023-04-17 12:02:42.000000+00:00\", \"2022-09-03 17:23:28.000000+00:00\"], \"session_ids\": [\"494dabee-ae27-4e10-8502-a276e1af4325\", \"c83660cd-a739-4c61-9a74-4118712d5424\", \"bd7a59dd-822f-459a-b7e9-c3b1934c478e\", \"867a7d04-2f75-4cfc-a603-05e678fcb304\"], \"total_duration\": 401.0, \"total_sessions\": 4, \"mean_week_duration\": 2.804}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 1650"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1650, 4203]]}}}\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": "Tell me what you know about user who is bot user based on duration of sessions per week as well as carry out sorting by mean week duration descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75372\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-01 01:52:58.000000+00:00\", \"2021-07-07 07:12:35.000000+00:00\", \"2022-08-28 04:26:49.000000+00:00\"], \"session_ids\": [\"0a361b02-607c-4cdf-956d-6145e0c885b2\", \"3e724b92-1f1b-4c45-b21c-196089fe5fd5\", \"f4e3e2a5-30df-4ffe-8ae0-05284162f713\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.9}, \"95138\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-12 10:08:27.000000+00:00\", \"2021-07-17 21:52:47.000000+00:00\"], \"session_ids\": [\"3b87cf19-e5ce-480a-897a-3a3d29931bf7\", \"ab6dd025-ba52-4092-bb58-9777f42be1e1\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 6.148}, \"7571\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-05 01:53:56.000000+00:00\", \"2021-09-18 09:12:02.000000+00:00\", \"2020-09-06 02:52:52.000000+00:00\", \"2022-12-02 05:31:37.000000+00:00\", \"2020-10-20 09:30:33.000000+00:00\"], \"session_ids\": [\"3662584b-c9df-4334-af26-b8d278cce347\", \"5f7b309d-8ec3-4451-bfd4-9fc5f3a603c1\", \"d67796e3-fcfe-4cc1-89aa-56714439c441\", \"2d886021-365a-4fe2-8b3e-ff8f99aabe9c\", \"91bc8476-461e-403b-acc5-d6336d6acf2a\"], \"total_duration\": 353.0, \"total_sessions\": 5, \"mean_week_duration\": 3.017}, \"98867\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-07-06 01:06:17.000000+00:00\", \"2019-09-13 07:14:42.000000+00:00\", \"2019-11-22 08:25:49.000000+00:00\"], \"session_ids\": [\"c9dcc5ee-9e0a-4758-bafc-c1bbdb16abb2\", \"ce372576-9215-49d3-bc48-a2c1aac315df\", \"94cbb019-c0fd-4080-91df-76c9e60a62fe\"], \"total_duration\": 677.0, \"total_sessions\": 3, \"mean_week_duration\": 15.744}, \"3704\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-01 13:41:29.000000+00:00\", \"2019-11-27 07:51:01.000000+00:00\", \"2021-11-04 10:17:24.000000+00:00\", \"2020-01-18 15:47:53.000000+00:00\", \"2023-05-19 06:13:20.000000+00:00\", \"2023-04-02 04:51:32.000000+00:00\"], \"session_ids\": [\"6880f394-2cf5-4ea0-a8e2-a0f07d54de2f\", \"576c12e6-8a5e-49af-89a5-215f71c46626\", \"40fd0233-bc77-4864-bb69-89d8559ad9b9\", \"90ed899e-a199-4674-a2c0-c905469a473c\", \"a916032a-d0ee-452c-86d5-929fe814bb52\", \"f9aba0b5-9edb-4884-952b-40521b3ae442\"], \"total_duration\": 2519.0, \"total_sessions\": 6, \"mean_week_duration\": 13.841}, \"38229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-25 13:48:08.000000+00:00\", \"2020-03-19 21:01:51.000000+00:00\", \"2020-05-20 03:02:51.000000+00:00\"], \"session_ids\": [\"3cdbb6ed-a279-4d3f-a675-234331079dec\", \"a0078d5c-8b5b-4320-8645-cdeeb79ec54d\", \"9cb4267d-7c52-47d3-aa59-eb88228253e7\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 1.966}, \"98335\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-08-31 04:23:52.000000+00:00\", \"2022-12-31 02:03:51.000000+00:00\", \"2023-05-03 09:35:38.000000+00:00\"], \"session_ids\": [\"7467b283-7f1e-406f-9d79-826d55b09110\", \"745f3081-c27c-4424-89a1-55f85dfbca4f\", \"a5ae3930-2c9a-4304-9409-55e2ade22165\"], \"total_duration\": 890.0, \"total_sessions\": 3, \"mean_week_duration\": 4.635}, \"32999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-09 07:31:50.000000+00:00\", \"2020-04-21 02:53:40.000000+00:00\", \"2020-02-06 00:43:01.000000+00:00\", \"2023-01-07 22:26:42.000000+00:00\", \"2021-12-11 14:48:05.000000+00:00\"], \"session_ids\": [\"15947ad1-0158-41c7-9c22-d78f6885fa98\", \"af34f290-7df2-4734-9835-1687608140de\", \"f525a670-0918-4318-b62a-60c0cff7880a\", \"dea77e8b-b1c4-4ca9-94f4-f123b12fb819\", \"9994cebd-a0e3-4486-a7ee-9c2e95acaa68\"], \"total_duration\": 127.0, \"total_sessions\": 5, \"mean_week_duration\": 0.747}, \"44939\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-27 10:18:35.000000+00:00\", \"2020-05-17 03:56:38.000000+00:00\", \"2019-08-09 01:40:26.000000+00:00\", \"2019-05-24 00:49:13.000000+00:00\", \"2019-05-25 18:57:14.000000+00:00\", \"2023-02-05 16:20:21.000000+00:00\"], \"session_ids\": [\"7c4086cc-dd0c-461f-943f-be9e118d1661\", \"22b88caa-d488-4d24-937f-e5ce72bfdb99\", \"0376363d-4abb-4779-aba8-ce73c3dee3a4\", \"f03f7edb-bdf9-4dea-931c-198899931cde\", \"8a3d7035-781a-430d-b6f5-e087632d7330\", \"3c9a5984-63b7-4fa7-8ceb-2a14a87e1e5f\"], \"total_duration\": 145.0, \"total_sessions\": 6, \"mean_week_duration\": 0.747}, \"68016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-11-24 17:10:20.000000+00:00\", \"2020-05-22 04:07:29.000000+00:00\"], \"session_ids\": [\"94ab581d-fc17-4148-8b89-1132cf6bc56b\", \"e1e71033-02b3-4722-8309-8bfe0bf04a0d\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.573}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 1 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"68016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-11-24 17:10:20.000000+00:00\", \"2020-05-22 04:07:29.000000+00:00\"], \"session_ids\": [\"94ab581d-fc17-4148-8b89-1132cf6bc56b\", \"e1e71033-02b3-4722-8309-8bfe0bf04a0d\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.573}}, {\"32999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-09 07:31:50.000000+00:00\", \"2020-04-21 02:53:40.000000+00:00\", \"2020-02-06 00:43:01.000000+00:00\", \"2023-01-07 22:26:42.000000+00:00\", \"2021-12-11 14:48:05.000000+00:00\"], \"session_ids\": [\"15947ad1-0158-41c7-9c22-d78f6885fa98\", \"af34f290-7df2-4734-9835-1687608140de\", \"f525a670-0918-4318-b62a-60c0cff7880a\", \"dea77e8b-b1c4-4ca9-94f4-f123b12fb819\", \"9994cebd-a0e3-4486-a7ee-9c2e95acaa68\"], \"total_duration\": 127.0, \"total_sessions\": 5, \"mean_week_duration\": 0.747}}, {\"44939\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-27 10:18:35.000000+00:00\", \"2020-05-17 03:56:38.000000+00:00\", \"2019-08-09 01:40:26.000000+00:00\", \"2019-05-24 00:49:13.000000+00:00\", \"2019-05-25 18:57:14.000000+00:00\", \"2023-02-05 16:20:21.000000+00:00\"], \"session_ids\": [\"7c4086cc-dd0c-461f-943f-be9e118d1661\", \"22b88caa-d488-4d24-937f-e5ce72bfdb99\", \"0376363d-4abb-4779-aba8-ce73c3dee3a4\", \"f03f7edb-bdf9-4dea-931c-198899931cde\", \"8a3d7035-781a-430d-b6f5-e087632d7330\", \"3c9a5984-63b7-4fa7-8ceb-2a14a87e1e5f\"], \"total_duration\": 145.0, \"total_sessions\": 6, \"mean_week_duration\": 0.747}}]\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[{\"32999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-09 07:31:50.000000+00:00\", \"2020-04-21 02:53:40.000000+00:00\", \"2020-02-06 00:43:01.000000+00:00\", \"2023-01-07 22:26:42.000000+00:00\", \"2021-12-11 14:48:05.000000+00:00\"], \"session_ids\": [\"15947ad1-0158-41c7-9c22-d78f6885fa98\", \"af34f290-7df2-4734-9835-1687608140de\", \"f525a670-0918-4318-b62a-60c0cff7880a\", \"dea77e8b-b1c4-4ca9-94f4-f123b12fb819\", \"9994cebd-a0e3-4486-a7ee-9c2e95acaa68\"], \"total_duration\": 127.0, \"total_sessions\": 5, \"mean_week_duration\": 0.747}}, {\"44939\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-27 10:18:35.000000+00:00\", \"2020-05-17 03:56:38.000000+00:00\", \"2019-08-09 01:40:26.000000+00:00\", \"2019-05-24 00:49:13.000000+00:00\", \"2019-05-25 18:57:14.000000+00:00\", \"2023-02-05 16:20:21.000000+00:00\"], \"session_ids\": [\"7c4086cc-dd0c-461f-943f-be9e118d1661\", \"22b88caa-d488-4d24-937f-e5ce72bfdb99\", \"0376363d-4abb-4779-aba8-ce73c3dee3a4\", \"f03f7edb-bdf9-4dea-931c-198899931cde\", \"8a3d7035-781a-430d-b6f5-e087632d7330\", \"3c9a5984-63b7-4fa7-8ceb-2a14a87e1e5f\"], \"total_duration\": 145.0, \"total_sessions\": 6, \"mean_week_duration\": 0.747}}, {\"68016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-11-24 17:10:20.000000+00:00\", \"2020-05-22 04:07:29.000000+00:00\"], \"session_ids\": [\"94ab581d-fc17-4148-8b89-1132cf6bc56b\", \"e1e71033-02b3-4722-8309-8bfe0bf04a0d\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.573}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-09 07:31:50.000000+00:00\", \"2020-04-21 02:53:40.000000+00:00\", \"2020-02-06 00:43:01.000000+00:00\", \"2023-01-07 22:26:42.000000+00:00\", \"2021-12-11 14:48:05.000000+00:00\"], \"session_ids\": [\"15947ad1-0158-41c7-9c22-d78f6885fa98\", \"af34f290-7df2-4734-9835-1687608140de\", \"f525a670-0918-4318-b62a-60c0cff7880a\", \"dea77e8b-b1c4-4ca9-94f4-f123b12fb819\", \"9994cebd-a0e3-4486-a7ee-9c2e95acaa68\"], \"total_duration\": 127.0, \"total_sessions\": 5, \"mean_week_duration\": 0.747}}]\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[{\"32999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-09 07:31:50.000000+00:00\", \"2020-04-21 02:53:40.000000+00:00\", \"2020-02-06 00:43:01.000000+00:00\", \"2023-01-07 22:26:42.000000+00:00\", \"2021-12-11 14:48:05.000000+00:00\"], \"session_ids\": [\"15947ad1-0158-41c7-9c22-d78f6885fa98\", \"af34f290-7df2-4734-9835-1687608140de\", \"f525a670-0918-4318-b62a-60c0cff7880a\", \"dea77e8b-b1c4-4ca9-94f4-f123b12fb819\", \"9994cebd-a0e3-4486-a7ee-9c2e95acaa68\"], \"total_duration\": 127.0, \"total_sessions\": 5, \"mean_week_duration\": 0.747}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about users whose time using the app per week is smaller than 25 (not including) in addition execute sorting by sum of sessions from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42818\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-01-28 10:34:39.000000+00:00\", \"2019-11-13 11:55:22.000000+00:00\", \"2022-08-13 07:28:02.000000+00:00\"], \"session_ids\": [\"c9bfaff6-1bac-43a7-8d1c-5c9ad5673b99\", \"b1017c26-216f-40af-b43b-cec75407e8c8\", \"86ace383-d88b-43bc-8033-de2496f8b301\"], \"total_duration\": 332.0, \"total_sessions\": 3, \"mean_week_duration\": 1.795}, \"98402\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-07 07:19:07.000000+00:00\", \"2021-09-01 03:54:47.000000+00:00\"], \"session_ids\": [\"5f020c7a-b3cb-480f-aaf7-4089b51eabbf\", \"51e182a8-8bbb-440b-97e2-13abeadad378\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"13516\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-29 06:07:49.000000+00:00\", \"2020-10-26 02:25:38.000000+00:00\", \"2022-10-05 21:17:19.000000+00:00\", \"2019-05-15 08:37:50.000000+00:00\"], \"session_ids\": [\"827788f4-4889-450c-aa27-2ce6013d7ae2\", \"cc5185b1-538f-4c20-b966-dc637a308bdb\", \"4b976731-f228-43dc-a172-8463882f356f\", \"78b8191a-f817-433a-9fff-22e7941cdf50\"], \"total_duration\": 64.0, \"total_sessions\": 4, \"mean_week_duration\": 0.362}, \"40179\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-09 22:15:06.000000+00:00\", \"2022-08-18 15:30:07.000000+00:00\"], \"session_ids\": [\"eda24ee0-a684-47cd-b92f-bb9289a394c3\", \"c4e8d88b-2ae3-4810-b707-bc91e05ccf55\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.372}, \"58620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-08-14 01:47:22.000000+00:00\", \"2022-11-25 09:38:01.000000+00:00\", \"2022-02-05 14:46:38.000000+00:00\"], \"session_ids\": [\"aff1531e-1761-46db-93fd-3e9a4aab72cd\", \"a7976666-f4df-4e23-acb7-9d0fdea9e672\", \"28754005-4665-46a4-88f2-438b8492db85\"], \"total_duration\": 985.0, \"total_sessions\": 3, \"mean_week_duration\": 5.727}, \"65613\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2023-06-26 13:47:00.000000+00:00\", \"2022-07-25 10:26:19.000000+00:00\"], \"session_ids\": [\"04528f4b-6de3-42e2-9d83-a7305530ea2f\", \"fa7a6267-1eb9-4135-b12d-57c7996be868\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 8.896}, \"69420\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-30 11:39:35.000000+00:00\", \"2020-10-05 21:55:59.000000+00:00\"], \"session_ids\": [\"72a977b7-8490-4aba-8c8f-2ea7bd7f45ab\", \"8ca1b535-f3bf-4b63-a539-7af53f143d57\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 4.956}, \"83354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-20 14:11:42.000000+00:00\", \"2022-10-31 17:06:13.000000+00:00\", \"2020-06-18 09:03:26.000000+00:00\", \"2021-02-08 19:05:47.000000+00:00\", \"2023-05-02 03:22:00.000000+00:00\", \"2020-07-20 02:04:37.000000+00:00\", \"2022-04-07 18:26:55.000000+00:00\", \"2022-11-29 18:16:38.000000+00:00\", \"2020-03-21 06:48:07.000000+00:00\"], \"session_ids\": [\"0e2f7d18-f697-48df-9171-c3ad820be481\", \"e87cd661-fd20-4b18-8d40-612959b1f09b\", \"63897c80-dcda-408d-b485-853598a37813\", \"0f53ae6d-8615-4528-9906-8f358ceaf3e7\", \"6ec0473c-3bef-49e5-99af-24fdf5d0b8c2\", \"c4db2756-5174-4efb-82c9-0788932dd373\", \"4dbcc475-1ee1-499b-a28d-ce996e1a100d\", \"7e34296b-bc99-448d-98ac-296e6e9d2fe3\", \"bfdcd210-472b-4072-a0e3-48d90bb418a9\"], \"total_duration\": 9298.0, \"total_sessions\": 9, \"mean_week_duration\": 57.043}, \"9304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-18 01:24:20.000000+00:00\", \"2023-02-11 10:42:55.000000+00:00\"], \"session_ids\": [\"2121b684-7cd5-41e8-9e8f-77fd1a0558cb\", \"98e8193e-7e5e-43e5-9593-56ffce16d422\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 0.787}, \"94214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-12 22:30:51.000000+00:00\", \"2019-11-08 02:20:03.000000+00:00\"], \"session_ids\": [\"d20b74ab-aec1-46b3-ab46-95a37b2d41b4\", \"8af449da-537d-47f8-a38a-2338b3044afa\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.434}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[25, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42818\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-01-28 10:34:39.000000+00:00\", \"2019-11-13 11:55:22.000000+00:00\", \"2022-08-13 07:28:02.000000+00:00\"], \"session_ids\": [\"c9bfaff6-1bac-43a7-8d1c-5c9ad5673b99\", \"b1017c26-216f-40af-b43b-cec75407e8c8\", \"86ace383-d88b-43bc-8033-de2496f8b301\"], \"total_duration\": 332.0, \"total_sessions\": 3, \"mean_week_duration\": 1.795}, \"98402\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-07 07:19:07.000000+00:00\", \"2021-09-01 03:54:47.000000+00:00\"], \"session_ids\": [\"5f020c7a-b3cb-480f-aaf7-4089b51eabbf\", \"51e182a8-8bbb-440b-97e2-13abeadad378\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"13516\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-29 06:07:49.000000+00:00\", \"2020-10-26 02:25:38.000000+00:00\", \"2022-10-05 21:17:19.000000+00:00\", \"2019-05-15 08:37:50.000000+00:00\"], \"session_ids\": [\"827788f4-4889-450c-aa27-2ce6013d7ae2\", \"cc5185b1-538f-4c20-b966-dc637a308bdb\", \"4b976731-f228-43dc-a172-8463882f356f\", \"78b8191a-f817-433a-9fff-22e7941cdf50\"], \"total_duration\": 64.0, \"total_sessions\": 4, \"mean_week_duration\": 0.362}, \"40179\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-09 22:15:06.000000+00:00\", \"2022-08-18 15:30:07.000000+00:00\"], \"session_ids\": [\"eda24ee0-a684-47cd-b92f-bb9289a394c3\", \"c4e8d88b-2ae3-4810-b707-bc91e05ccf55\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.372}, \"58620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-08-14 01:47:22.000000+00:00\", \"2022-11-25 09:38:01.000000+00:00\", \"2022-02-05 14:46:38.000000+00:00\"], \"session_ids\": [\"aff1531e-1761-46db-93fd-3e9a4aab72cd\", \"a7976666-f4df-4e23-acb7-9d0fdea9e672\", \"28754005-4665-46a4-88f2-438b8492db85\"], \"total_duration\": 985.0, \"total_sessions\": 3, \"mean_week_duration\": 5.727}, \"65613\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2023-06-26 13:47:00.000000+00:00\", \"2022-07-25 10:26:19.000000+00:00\"], \"session_ids\": [\"04528f4b-6de3-42e2-9d83-a7305530ea2f\", \"fa7a6267-1eb9-4135-b12d-57c7996be868\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 8.896}, \"69420\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-30 11:39:35.000000+00:00\", \"2020-10-05 21:55:59.000000+00:00\"], \"session_ids\": [\"72a977b7-8490-4aba-8c8f-2ea7bd7f45ab\", \"8ca1b535-f3bf-4b63-a539-7af53f143d57\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 4.956}, \"9304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-18 01:24:20.000000+00:00\", \"2023-02-11 10:42:55.000000+00:00\"], \"session_ids\": [\"2121b684-7cd5-41e8-9e8f-77fd1a0558cb\", \"98e8193e-7e5e-43e5-9593-56ffce16d422\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 0.787}, \"94214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-12 22:30:51.000000+00:00\", \"2019-11-08 02:20:03.000000+00:00\"], \"session_ids\": [\"d20b74ab-aec1-46b3-ab46-95a37b2d41b4\", \"8af449da-537d-47f8-a38a-2338b3044afa\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.434}}\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[{\"98402\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-07 07:19:07.000000+00:00\", \"2021-09-01 03:54:47.000000+00:00\"], \"session_ids\": [\"5f020c7a-b3cb-480f-aaf7-4089b51eabbf\", \"51e182a8-8bbb-440b-97e2-13abeadad378\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}, {\"40179\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-09 22:15:06.000000+00:00\", \"2022-08-18 15:30:07.000000+00:00\"], \"session_ids\": [\"eda24ee0-a684-47cd-b92f-bb9289a394c3\", \"c4e8d88b-2ae3-4810-b707-bc91e05ccf55\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.372}}, {\"65613\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2023-06-26 13:47:00.000000+00:00\", \"2022-07-25 10:26:19.000000+00:00\"], \"session_ids\": [\"04528f4b-6de3-42e2-9d83-a7305530ea2f\", \"fa7a6267-1eb9-4135-b12d-57c7996be868\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 8.896}}, {\"69420\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-30 11:39:35.000000+00:00\", \"2020-10-05 21:55:59.000000+00:00\"], \"session_ids\": [\"72a977b7-8490-4aba-8c8f-2ea7bd7f45ab\", \"8ca1b535-f3bf-4b63-a539-7af53f143d57\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 4.956}}, {\"9304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-18 01:24:20.000000+00:00\", \"2023-02-11 10:42:55.000000+00:00\"], \"session_ids\": [\"2121b684-7cd5-41e8-9e8f-77fd1a0558cb\", \"98e8193e-7e5e-43e5-9593-56ffce16d422\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 0.787}}, {\"94214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-12 22:30:51.000000+00:00\", \"2019-11-08 02:20:03.000000+00:00\"], \"session_ids\": [\"d20b74ab-aec1-46b3-ab46-95a37b2d41b4\", \"8af449da-537d-47f8-a38a-2338b3044afa\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.434}}, {\"42818\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-01-28 10:34:39.000000+00:00\", \"2019-11-13 11:55:22.000000+00:00\", \"2022-08-13 07:28:02.000000+00:00\"], \"session_ids\": [\"c9bfaff6-1bac-43a7-8d1c-5c9ad5673b99\", \"b1017c26-216f-40af-b43b-cec75407e8c8\", \"86ace383-d88b-43bc-8033-de2496f8b301\"], \"total_duration\": 332.0, \"total_sessions\": 3, \"mean_week_duration\": 1.795}}, {\"58620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-08-14 01:47:22.000000+00:00\", \"2022-11-25 09:38:01.000000+00:00\", \"2022-02-05 14:46:38.000000+00:00\"], \"session_ids\": [\"aff1531e-1761-46db-93fd-3e9a4aab72cd\", \"a7976666-f4df-4e23-acb7-9d0fdea9e672\", \"28754005-4665-46a4-88f2-438b8492db85\"], \"total_duration\": 985.0, \"total_sessions\": 3, \"mean_week_duration\": 5.727}}, {\"13516\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-29 06:07:49.000000+00:00\", \"2020-10-26 02:25:38.000000+00:00\", \"2022-10-05 21:17:19.000000+00:00\", \"2019-05-15 08:37:50.000000+00:00\"], \"session_ids\": [\"827788f4-4889-450c-aa27-2ce6013d7ae2\", \"cc5185b1-538f-4c20-b966-dc637a308bdb\", \"4b976731-f228-43dc-a172-8463882f356f\", \"78b8191a-f817-433a-9fff-22e7941cdf50\"], \"total_duration\": 64.0, \"total_sessions\": 4, \"mean_week_duration\": 0.362}}]\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[{\"98402\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-07 07:19:07.000000+00:00\", \"2021-09-01 03:54:47.000000+00:00\"], \"session_ids\": [\"5f020c7a-b3cb-480f-aaf7-4089b51eabbf\", \"51e182a8-8bbb-440b-97e2-13abeadad378\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}, {\"40179\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-09 22:15:06.000000+00:00\", \"2022-08-18 15:30:07.000000+00:00\"], \"session_ids\": [\"eda24ee0-a684-47cd-b92f-bb9289a394c3\", \"c4e8d88b-2ae3-4810-b707-bc91e05ccf55\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.372}}, {\"65613\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2023-06-26 13:47:00.000000+00:00\", \"2022-07-25 10:26:19.000000+00:00\"], \"session_ids\": [\"04528f4b-6de3-42e2-9d83-a7305530ea2f\", \"fa7a6267-1eb9-4135-b12d-57c7996be868\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 8.896}}, {\"69420\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-30 11:39:35.000000+00:00\", \"2020-10-05 21:55:59.000000+00:00\"], \"session_ids\": [\"72a977b7-8490-4aba-8c8f-2ea7bd7f45ab\", \"8ca1b535-f3bf-4b63-a539-7af53f143d57\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 4.956}}, {\"9304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-18 01:24:20.000000+00:00\", \"2023-02-11 10:42:55.000000+00:00\"], \"session_ids\": [\"2121b684-7cd5-41e8-9e8f-77fd1a0558cb\", \"98e8193e-7e5e-43e5-9593-56ffce16d422\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 0.787}}, {\"94214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-12 22:30:51.000000+00:00\", \"2019-11-08 02:20:03.000000+00:00\"], \"session_ids\": [\"d20b74ab-aec1-46b3-ab46-95a37b2d41b4\", \"8af449da-537d-47f8-a38a-2338b3044afa\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.434}}, {\"42818\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-01-28 10:34:39.000000+00:00\", \"2019-11-13 11:55:22.000000+00:00\", \"2022-08-13 07:28:02.000000+00:00\"], \"session_ids\": [\"c9bfaff6-1bac-43a7-8d1c-5c9ad5673b99\", \"b1017c26-216f-40af-b43b-cec75407e8c8\", \"86ace383-d88b-43bc-8033-de2496f8b301\"], \"total_duration\": 332.0, \"total_sessions\": 3, \"mean_week_duration\": 1.795}}, {\"58620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-08-14 01:47:22.000000+00:00\", \"2022-11-25 09:38:01.000000+00:00\", \"2022-02-05 14:46:38.000000+00:00\"], \"session_ids\": [\"aff1531e-1761-46db-93fd-3e9a4aab72cd\", \"a7976666-f4df-4e23-acb7-9d0fdea9e672\", \"28754005-4665-46a4-88f2-438b8492db85\"], \"total_duration\": 985.0, \"total_sessions\": 3, \"mean_week_duration\": 5.727}}, {\"13516\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-29 06:07:49.000000+00:00\", \"2020-10-26 02:25:38.000000+00:00\", \"2022-10-05 21:17:19.000000+00:00\", \"2019-05-15 08:37:50.000000+00:00\"], \"session_ids\": [\"827788f4-4889-450c-aa27-2ce6013d7ae2\", \"cc5185b1-538f-4c20-b966-dc637a308bdb\", \"4b976731-f228-43dc-a172-8463882f356f\", \"78b8191a-f817-433a-9fff-22e7941cdf50\"], \"total_duration\": 64.0, \"total_sessions\": 4, \"mean_week_duration\": 0.362}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 8 users whose overall total sessions is strictly less than 2 as well as put to use sorting by sum of duration in asc also show me only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21974\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-06-04 15:35:14.000000+00:00\", \"2020-08-11 00:07:26.000000+00:00\", \"2020-02-13 15:37:25.000000+00:00\", \"2021-03-03 04:58:38.000000+00:00\"], \"session_ids\": [\"97920153-6064-4470-a787-d52f17d687e3\", \"b2fbad9b-7c8d-4458-a61b-67fa8ae81548\", \"096cf6c1-769c-4bc7-9da8-5f231c7f1aa4\", \"874d9c28-ecc1-4f63-8c9f-cb5fee3703a0\"], \"total_duration\": 101.0, \"total_sessions\": 4, \"mean_week_duration\": 1.485}, \"23132\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-11 06:09:44.000000+00:00\", \"2022-10-07 13:23:25.000000+00:00\", \"2021-06-09 16:04:53.000000+00:00\", \"2021-04-03 05:56:17.000000+00:00\", \"2019-09-30 22:36:34.000000+00:00\", \"2020-05-13 05:07:07.000000+00:00\"], \"session_ids\": [\"ad73a66c-333f-461e-9952-4dffce8831fd\", \"09ad3807-1e15-4a39-a4d8-35d69683917b\", \"da025680-8bac-4cba-81f3-3df39835f1bb\", \"085f386a-9b87-4e4c-b435-5261458a5d16\", \"bf8e2f2e-4590-43a6-98d0-a0c03d6aaa5b\", \"26294c46-1dc1-4b17-8f99-9193a59e0a50\"], \"total_duration\": 3932.0, \"total_sessions\": 6, \"mean_week_duration\": 20.164}, \"97914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-20 01:11:50.000000+00:00\", \"2023-01-21 20:13:33.000000+00:00\"], \"session_ids\": [\"4facb596-bbd3-4067-89bc-410b82bb958c\", \"e2324874-65d9-490c-9838-e7fc1223a3f6\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.556}, \"6215\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-30 00:21:39.000000+00:00\", \"2021-11-29 11:01:18.000000+00:00\", \"2022-04-18 04:36:07.000000+00:00\"], \"session_ids\": [\"8602f3fe-d95c-4dd1-a353-dd0cd25c3160\", \"86d4a11b-844f-46a3-a132-60f110d17cc1\", \"865492bf-bdbc-473a-a206-17cb753d4f06\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.411}, \"34163\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-12-23 18:21:42.000000+00:00\", \"2023-03-09 19:17:25.000000+00:00\"], \"session_ids\": [\"b393db59-b279-4fb9-8e58-edcaf7a4de6c\", \"7045bc43-4f79-41a0-b39f-9bf029441521\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.31}, \"91177\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-17 14:45:50.000000+00:00\", \"2020-07-15 10:58:14.000000+00:00\", \"2023-04-24 20:48:14.000000+00:00\", \"2021-09-04 12:44:11.000000+00:00\", \"2020-04-30 15:57:03.000000+00:00\", \"2022-05-05 19:37:11.000000+00:00\", \"2021-01-21 18:00:59.000000+00:00\", \"2022-04-02 09:09:04.000000+00:00\"], \"session_ids\": [\"21a99b37-417a-4018-b224-ffea2d191efc\", \"51c4d507-c4fa-4bd5-9b6d-646f0d14a3fb\", \"67cee37d-86ed-46c3-ab95-3d77cbae40e1\", \"3a6f767d-83ad-4d63-816c-cb2ef408b04e\", \"a14e1ca8-b59f-4596-b322-4e27ef2cfcba\", \"643d1b4c-0c59-4497-9d61-397f57f0bc84\", \"a14db8e1-4c85-4505-b8d4-5cb1413f301b\", \"7a94f377-596b-45c3-ab2d-d143c1022af9\"], \"total_duration\": 2750.0, \"total_sessions\": 8, \"mean_week_duration\": 13.959}, \"58311\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-24 08:21:55.000000+00:00\", \"2023-04-28 11:22:12.000000+00:00\"], \"session_ids\": [\"8c6d1422-793f-4704-82c8-7a212cc91b45\", \"d4e1c61a-71cd-4c2f-8c94-7d19d51ad281\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 47.0}, \"94564\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-06 11:06:01.000000+00:00\", \"2020-01-24 13:49:33.000000+00:00\", \"2019-07-16 22:18:46.000000+00:00\", \"2019-05-29 14:25:15.000000+00:00\", \"2022-08-06 14:48:19.000000+00:00\", \"2023-01-26 07:12:27.000000+00:00\", \"2020-06-16 16:47:40.000000+00:00\", \"2020-06-29 04:49:48.000000+00:00\"], \"session_ids\": [\"0436fcee-b499-4ec3-809e-5a378c0b2400\", \"8d4416a5-265f-49da-baa7-275a3a6a8e97\", \"e84f9972-c3d0-4920-ad1f-de6be0bb1346\", \"a9926521-32ab-4ad7-a00a-48d94be658af\", \"6d0ee0d2-acc0-4a55-870e-b0768d55973f\", \"6532b721-bfbf-45c2-898e-803e4b1105fb\", \"6681c24f-2828-4588-bc2c-e6853e656311\", \"b07fb6c6-ea7d-4bce-8b92-a0d038ab625e\"], \"total_duration\": 1690.0, \"total_sessions\": 8, \"mean_week_duration\": 8.848}, \"68487\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-31 04:23:40.000000+00:00\", \"2019-09-13 16:35:47.000000+00:00\"], \"session_ids\": [\"82bc01ce-1a33-44a3-b3ed-7bf42e85ed13\", \"7fbd8182-2260-4e09-ace0-acf8d5bc413a\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}, \"84885\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-23 05:55:22.000000+00:00\", \"2019-07-15 19:44:05.000000+00:00\", \"2022-01-27 13:39:46.000000+00:00\", \"2021-02-15 05:12:51.000000+00:00\"], \"session_ids\": [\"405c3a56-2da3-4ff2-bd94-304d540e31f4\", \"0a721a5b-0869-4ec0-8418-22a723c56092\", \"d353395a-a213-41bd-9a3a-c6d5045017cf\", \"856eb949-9537-49af-95ee-a21e6401cce5\"], \"total_duration\": 112.0, \"total_sessions\": 4, \"mean_week_duration\": 0.691}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[2, 5]]}}}\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": "Please offer data on 2 users with a duration summation of sessions per week that is above 5, exclusively , do sorting by city title in desc order , and show me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28157\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-10-23 17:59:46.000000+00:00\", \"2019-02-03 03:28:35.000000+00:00\", \"2021-02-12 01:11:17.000000+00:00\", \"2019-04-12 15:10:16.000000+00:00\", \"2023-05-01 00:32:39.000000+00:00\", \"2019-05-07 15:27:46.000000+00:00\", \"2020-02-02 18:29:41.000000+00:00\", \"2019-11-23 14:45:47.000000+00:00\", \"2023-02-19 01:47:50.000000+00:00\", \"2019-05-01 04:04:26.000000+00:00\"], \"session_ids\": [\"9ac9f3fb-de22-4af4-aba3-7efc6a3bd298\", \"a70c808e-eac9-415a-95a6-ca83154e3837\", \"d39aeb07-e568-4daa-9400-b5af8ff33478\", \"7e8f8c4b-7ec2-4f3a-9079-384a0a3357d6\", \"a9664bd3-85f5-45b6-84cb-80ad3afe8847\", \"229b5123-0070-40e4-8335-53dfffc15042\", \"31d22e96-db63-4752-a39c-5750b43cb08b\", \"ec6d0651-8038-40d7-b995-8d188b49aabe\", \"e43de618-1812-4b28-b3dd-5e478d3d733f\", \"463d3654-fce7-4520-ad06-a6272e4a5d27\"], \"total_duration\": 189.0, \"total_sessions\": 10, \"mean_week_duration\": 0.855}, \"24464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-03-11 13:16:08.000000+00:00\", \"2019-01-21 06:52:05.000000+00:00\"], \"session_ids\": [\"d7bf4fdd-edf9-45c3-b082-06fa03a3c1a1\", \"29325318-5241-445a-9c9d-1e266a2a7ab8\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.125}, \"64540\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-05-30 12:01:24.000000+00:00\", \"2021-04-13 08:02:18.000000+00:00\", \"2019-07-11 22:09:44.000000+00:00\"], \"session_ids\": [\"d1b2513e-e783-46fe-9cf8-f34663d7994c\", \"b7495013-1f7d-4cfb-91c1-c9f5b4468021\", \"4aeedd9e-4477-4967-a25f-f84caafc840e\"], \"total_duration\": 391.0, \"total_sessions\": 3, \"mean_week_duration\": 4.25}, \"97396\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-06 23:51:50.000000+00:00\", \"2019-01-25 11:57:19.000000+00:00\", \"2022-06-26 19:35:41.000000+00:00\", \"2019-08-10 21:33:35.000000+00:00\", \"2022-01-22 22:34:01.000000+00:00\", \"2020-02-12 14:59:45.000000+00:00\", \"2021-06-16 10:03:33.000000+00:00\", \"2021-04-08 10:27:17.000000+00:00\", \"2020-11-17 12:40:58.000000+00:00\", \"2020-07-29 05:31:07.000000+00:00\", \"2019-12-20 15:18:37.000000+00:00\"], \"session_ids\": [\"d8fc696b-2236-4dd0-9c33-375066895f8f\", \"ccf93594-8091-4f21-9b89-7efa403a294a\", \"84448958-9bd6-4c45-82bb-6e58e44e811c\", \"e2dfe9cb-ffbb-452d-9914-64a3bb6c4993\", \"531faa4f-bb67-425c-9912-5d306bdaba9e\", \"4a0b7ce2-9e1d-4558-bd9c-6eb25153cd1b\", \"89841b6e-a9ae-4d75-8822-49b3317d0afc\", \"bbd4b649-4a6e-47f3-b54b-5af07b4df5ac\", \"9159d3d3-f6b1-4d14-911c-d05e68edd2c1\", \"f97b923b-b383-4057-aa4f-839cb1ff44d3\", \"fe67c1d5-c153-4a71-b83f-0e3053a48c7c\"], \"total_duration\": 476.0, \"total_sessions\": 11, \"mean_week_duration\": 2.659}, \"41569\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-21 09:18:51.000000+00:00\", \"2021-10-27 21:52:31.000000+00:00\"], \"session_ids\": [\"45a9388a-7455-4d5f-a163-1ce50987790f\", \"cc824d16-5faf-48b0-b79a-b67b352a0990\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 40.0}, \"67969\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-23 10:57:19.000000+00:00\", \"2023-03-22 22:35:17.000000+00:00\", \"2022-07-11 19:09:08.000000+00:00\", \"2019-09-23 02:12:14.000000+00:00\"], \"session_ids\": [\"457a111d-e879-45f4-9bc3-2daae1990d9d\", \"b403db32-2181-4dcf-9d9d-55d69befddaf\", \"28064e8f-5e8e-404e-8766-6fce3abce08e\", \"effba991-7f14-4c35-9e69-dc388a52ad96\"], \"total_duration\": 846.0, \"total_sessions\": 4, \"mean_week_duration\": 4.623}, \"4605\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-04-27 13:46:04.000000+00:00\", \"2020-11-04 19:13:51.000000+00:00\"], \"session_ids\": [\"08e9803e-9d39-458d-9cfc-9b0b4fc222f4\", \"6fe30d6a-679b-4571-b8aa-4fbef4950c53\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}, \"99468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-02-19 14:27:20.000000+00:00\", \"2023-03-04 01:25:39.000000+00:00\"], \"session_ids\": [\"f6ea11d2-8ae7-4dd7-8f07-95261392c723\", \"a31d06c7-46cb-4798-8e8e-c46c76d621ae\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.833}, \"74900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-08 15:56:32.000000+00:00\", \"2023-03-14 05:27:30.000000+00:00\", \"2023-03-09 14:49:45.000000+00:00\"], \"session_ids\": [\"d812ac68-6096-46a0-b4b0-45086238a3b5\", \"ba950513-b169-420a-a6fd-3c1f93c7d3f1\", \"bcca5f0c-d96d-415e-9ba1-2f0c2ad8592f\"], \"total_duration\": 439.0, \"total_sessions\": 3, \"mean_week_duration\": 7.702}, \"39422\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-03-01 17:35:38.000000+00:00\", \"2021-03-18 00:19:34.000000+00:00\"], \"session_ids\": [\"02fc1300-6732-4b2e-b0e8-e10c8a239395\", \"f8d3520c-17b6-4f98-a78b-5dbf2aa71349\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 2.234}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 37]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"41569\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-21 09:18:51.000000+00:00\", \"2021-10-27 21:52:31.000000+00:00\"], \"session_ids\": [\"45a9388a-7455-4d5f-a163-1ce50987790f\", \"cc824d16-5faf-48b0-b79a-b67b352a0990\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 40.0}, \"74900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-08 15:56:32.000000+00:00\", \"2023-03-14 05:27:30.000000+00:00\", \"2023-03-09 14:49:45.000000+00:00\"], \"session_ids\": [\"d812ac68-6096-46a0-b4b0-45086238a3b5\", \"ba950513-b169-420a-a6fd-3c1f93c7d3f1\", \"bcca5f0c-d96d-415e-9ba1-2f0c2ad8592f\"], \"total_duration\": 439.0, \"total_sessions\": 3, \"mean_week_duration\": 7.702}}\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[{\"74900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-08 15:56:32.000000+00:00\", \"2023-03-14 05:27:30.000000+00:00\", \"2023-03-09 14:49:45.000000+00:00\"], \"session_ids\": [\"d812ac68-6096-46a0-b4b0-45086238a3b5\", \"ba950513-b169-420a-a6fd-3c1f93c7d3f1\", \"bcca5f0c-d96d-415e-9ba1-2f0c2ad8592f\"], \"total_duration\": 439.0, \"total_sessions\": 3, \"mean_week_duration\": 7.702}}, {\"41569\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-21 09:18:51.000000+00:00\", \"2021-10-27 21:52:31.000000+00:00\"], \"session_ids\": [\"45a9388a-7455-4d5f-a163-1ce50987790f\", \"cc824d16-5faf-48b0-b79a-b67b352a0990\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 40.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-08 15:56:32.000000+00:00\", \"2023-03-14 05:27:30.000000+00:00\", \"2023-03-09 14:49:45.000000+00:00\"], \"session_ids\": [\"d812ac68-6096-46a0-b4b0-45086238a3b5\", \"ba950513-b169-420a-a6fd-3c1f93c7d3f1\", \"bcca5f0c-d96d-415e-9ba1-2f0c2ad8592f\"], \"total_duration\": 439.0, \"total_sessions\": 3, \"mean_week_duration\": 7.702}}, {\"41569\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-21 09:18:51.000000+00:00\", \"2021-10-27 21:52:31.000000+00:00\"], \"session_ids\": [\"45a9388a-7455-4d5f-a163-1ce50987790f\", \"cc824d16-5faf-48b0-b79a-b67b352a0990\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 40.0}}]\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[{\"74900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-08 15:56:32.000000+00:00\", \"2023-03-14 05:27:30.000000+00:00\", \"2023-03-09 14:49:45.000000+00:00\"], \"session_ids\": [\"d812ac68-6096-46a0-b4b0-45086238a3b5\", \"ba950513-b169-420a-a6fd-3c1f93c7d3f1\", \"bcca5f0c-d96d-415e-9ba1-2f0c2ad8592f\"], \"total_duration\": 439.0, \"total_sessions\": 3, \"mean_week_duration\": 7.702}}, {\"41569\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-21 09:18:51.000000+00:00\", \"2021-10-27 21:52:31.000000+00:00\"], \"session_ids\": [\"45a9388a-7455-4d5f-a163-1ce50987790f\", \"cc824d16-5faf-48b0-b79a-b67b352a0990\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 40.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 8 users whose site usage time exceeds 4767 while staying below 2039, exclusively 2039 and 4767 also apply sorting by total_duration asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78267\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-05 16:53:30.000000+00:00\", \"2019-11-06 03:27:52.000000+00:00\", \"2020-10-03 20:44:55.000000+00:00\"], \"session_ids\": [\"f20fbf23-1e98-486d-aea4-465f255e30ce\", \"dea54e95-4107-400a-8717-9e29cda0d9f3\", \"9ef7d7e5-98d1-42bf-a6d6-0a136f7b6923\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 4.958}, \"26783\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-11 12:03:45.000000+00:00\", \"2020-03-06 21:55:17.000000+00:00\", \"2021-05-22 01:36:08.000000+00:00\", \"2021-11-14 19:28:29.000000+00:00\", \"2020-10-18 07:51:44.000000+00:00\"], \"session_ids\": [\"74c830e6-db9a-4d5e-bff5-8e1172cf406b\", \"41b4b5d0-a36a-402b-8164-c6f315affbd3\", \"0966d62d-329b-4311-ae86-4b6728b2d641\", \"e1012bc4-aaf7-4ab2-8080-7403820055f3\", \"2e35fe6c-727f-4b38-8e25-329ae4daad1a\"], \"total_duration\": 1539.0, \"total_sessions\": 5, \"mean_week_duration\": 17.292}, \"44740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-13 20:35:35.000000+00:00\", \"2019-05-05 16:37:45.000000+00:00\"], \"session_ids\": [\"5e0ecaa4-2135-4111-b8a8-d31c1ad3e4db\", \"064adcb6-5870-4bea-ad33-a64c998ca724\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.089}, \"76104\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-23 14:32:02.000000+00:00\", \"2022-05-24 01:34:19.000000+00:00\"], \"session_ids\": [\"2ac4afc1-4c35-490a-a845-21271e26a83c\", \"8f94c08f-808e-4a5b-bf2d-d093f1b3a058\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 25.8}, \"90954\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-14 15:54:43.000000+00:00\", \"2022-12-22 20:14:56.000000+00:00\", \"2022-01-23 09:33:09.000000+00:00\"], \"session_ids\": [\"63985e56-3478-498e-9b71-753971adb06a\", \"40c13831-efe4-465b-bc52-05a2c37b8186\", \"e21f0681-3183-4385-a9bf-aaa909ce2163\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.966}, \"47392\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-02-09 13:59:12.000000+00:00\", \"2021-06-28 20:38:28.000000+00:00\", \"2023-06-20 15:39:46.000000+00:00\", \"2021-10-23 23:05:31.000000+00:00\"], \"session_ids\": [\"b7fcd4a8-95c7-4577-a267-e3e19783d270\", \"9945741c-615c-4cc3-922d-e825b03faa4d\", \"52f87492-f880-4dbd-9f95-eb032b75583d\", \"396cdfb0-e978-4e9d-a3e2-df0ceb6b6e22\"], \"total_duration\": 1896.0, \"total_sessions\": 4, \"mean_week_duration\": 8.316}, \"14045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-23 23:19:20.000000+00:00\", \"2020-02-05 19:51:26.000000+00:00\", \"2023-01-14 19:46:14.000000+00:00\", \"2021-03-17 09:41:31.000000+00:00\"], \"session_ids\": [\"ece56c40-24b7-4141-ad27-76f9f64e86c1\", \"1abcbccb-d337-4601-bd82-17bcf219c51b\", \"e4186769-cb5c-4fe0-95a8-b8ce04a8a81b\", \"e6619f37-b2d5-4879-b4b6-ca28efb2f194\"], \"total_duration\": 229.0, \"total_sessions\": 4, \"mean_week_duration\": 1.396}, \"87229\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-06 22:19:44.000000+00:00\", \"2021-05-07 09:02:15.000000+00:00\"], \"session_ids\": [\"0a552edf-f56d-475a-b5e8-c876b9c119e7\", \"bfb4f876-849d-4720-94fb-e738f2ca4058\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 3.385}, \"84896\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-13 05:31:10.000000+00:00\", \"2020-02-13 16:54:05.000000+00:00\"], \"session_ids\": [\"beeca87b-7690-4ac6-a1fb-d97c30856631\", \"2781a670-449f-4fa0-bf1c-c6c6d84d076c\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}, \"37943\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-08 18:20:13.000000+00:00\", \"2023-02-04 12:40:44.000000+00:00\", \"2019-08-07 05:36:18.000000+00:00\"], \"session_ids\": [\"896647ce-11c8-4113-ba3a-af7bd128fbc8\", \"0fbbca27-8dae-41d3-bf47-328c6a24f578\", \"e5793d3a-a570-4d4d-bfa5-e0d01445ff3c\"], \"total_duration\": 297.0, \"total_sessions\": 3, \"mean_week_duration\": 1.623}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 2039 and are greater than 4767"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[2039, 4767]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78267\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-05 16:53:30.000000+00:00\", \"2019-11-06 03:27:52.000000+00:00\", \"2020-10-03 20:44:55.000000+00:00\"], \"session_ids\": [\"f20fbf23-1e98-486d-aea4-465f255e30ce\", \"dea54e95-4107-400a-8717-9e29cda0d9f3\", \"9ef7d7e5-98d1-42bf-a6d6-0a136f7b6923\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 4.958}, \"26783\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-11 12:03:45.000000+00:00\", \"2020-03-06 21:55:17.000000+00:00\", \"2021-05-22 01:36:08.000000+00:00\", \"2021-11-14 19:28:29.000000+00:00\", \"2020-10-18 07:51:44.000000+00:00\"], \"session_ids\": [\"74c830e6-db9a-4d5e-bff5-8e1172cf406b\", \"41b4b5d0-a36a-402b-8164-c6f315affbd3\", \"0966d62d-329b-4311-ae86-4b6728b2d641\", \"e1012bc4-aaf7-4ab2-8080-7403820055f3\", \"2e35fe6c-727f-4b38-8e25-329ae4daad1a\"], \"total_duration\": 1539.0, \"total_sessions\": 5, \"mean_week_duration\": 17.292}, \"44740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-13 20:35:35.000000+00:00\", \"2019-05-05 16:37:45.000000+00:00\"], \"session_ids\": [\"5e0ecaa4-2135-4111-b8a8-d31c1ad3e4db\", \"064adcb6-5870-4bea-ad33-a64c998ca724\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.089}, \"76104\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-23 14:32:02.000000+00:00\", \"2022-05-24 01:34:19.000000+00:00\"], \"session_ids\": [\"2ac4afc1-4c35-490a-a845-21271e26a83c\", \"8f94c08f-808e-4a5b-bf2d-d093f1b3a058\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 25.8}, \"90954\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-14 15:54:43.000000+00:00\", \"2022-12-22 20:14:56.000000+00:00\", \"2022-01-23 09:33:09.000000+00:00\"], \"session_ids\": [\"63985e56-3478-498e-9b71-753971adb06a\", \"40c13831-efe4-465b-bc52-05a2c37b8186\", \"e21f0681-3183-4385-a9bf-aaa909ce2163\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.966}, \"47392\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-02-09 13:59:12.000000+00:00\", \"2021-06-28 20:38:28.000000+00:00\", \"2023-06-20 15:39:46.000000+00:00\", \"2021-10-23 23:05:31.000000+00:00\"], \"session_ids\": [\"b7fcd4a8-95c7-4577-a267-e3e19783d270\", \"9945741c-615c-4cc3-922d-e825b03faa4d\", \"52f87492-f880-4dbd-9f95-eb032b75583d\", \"396cdfb0-e978-4e9d-a3e2-df0ceb6b6e22\"], \"total_duration\": 1896.0, \"total_sessions\": 4, \"mean_week_duration\": 8.316}, \"14045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-23 23:19:20.000000+00:00\", \"2020-02-05 19:51:26.000000+00:00\", \"2023-01-14 19:46:14.000000+00:00\", \"2021-03-17 09:41:31.000000+00:00\"], \"session_ids\": [\"ece56c40-24b7-4141-ad27-76f9f64e86c1\", \"1abcbccb-d337-4601-bd82-17bcf219c51b\", \"e4186769-cb5c-4fe0-95a8-b8ce04a8a81b\", \"e6619f37-b2d5-4879-b4b6-ca28efb2f194\"], \"total_duration\": 229.0, \"total_sessions\": 4, \"mean_week_duration\": 1.396}, \"87229\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-06 22:19:44.000000+00:00\", \"2021-05-07 09:02:15.000000+00:00\"], \"session_ids\": [\"0a552edf-f56d-475a-b5e8-c876b9c119e7\", \"bfb4f876-849d-4720-94fb-e738f2ca4058\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 3.385}, \"84896\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-13 05:31:10.000000+00:00\", \"2020-02-13 16:54:05.000000+00:00\"], \"session_ids\": [\"beeca87b-7690-4ac6-a1fb-d97c30856631\", \"2781a670-449f-4fa0-bf1c-c6c6d84d076c\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}, \"37943\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-08 18:20:13.000000+00:00\", \"2023-02-04 12:40:44.000000+00:00\", \"2019-08-07 05:36:18.000000+00:00\"], \"session_ids\": [\"896647ce-11c8-4113-ba3a-af7bd128fbc8\", \"0fbbca27-8dae-41d3-bf47-328c6a24f578\", \"e5793d3a-a570-4d4d-bfa5-e0d01445ff3c\"], \"total_duration\": 297.0, \"total_sessions\": 3, \"mean_week_duration\": 1.623}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"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[{\"87229\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-06 22:19:44.000000+00:00\", \"2021-05-07 09:02:15.000000+00:00\"], \"session_ids\": [\"0a552edf-f56d-475a-b5e8-c876b9c119e7\", \"bfb4f876-849d-4720-94fb-e738f2ca4058\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 3.385}}, {\"90954\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-14 15:54:43.000000+00:00\", \"2022-12-22 20:14:56.000000+00:00\", \"2022-01-23 09:33:09.000000+00:00\"], \"session_ids\": [\"63985e56-3478-498e-9b71-753971adb06a\", \"40c13831-efe4-465b-bc52-05a2c37b8186\", \"e21f0681-3183-4385-a9bf-aaa909ce2163\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.966}}, {\"84896\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-13 05:31:10.000000+00:00\", \"2020-02-13 16:54:05.000000+00:00\"], \"session_ids\": [\"beeca87b-7690-4ac6-a1fb-d97c30856631\", \"2781a670-449f-4fa0-bf1c-c6c6d84d076c\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"76104\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-23 14:32:02.000000+00:00\", \"2022-05-24 01:34:19.000000+00:00\"], \"session_ids\": [\"2ac4afc1-4c35-490a-a845-21271e26a83c\", \"8f94c08f-808e-4a5b-bf2d-d093f1b3a058\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 25.8}}, {\"44740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-13 20:35:35.000000+00:00\", \"2019-05-05 16:37:45.000000+00:00\"], \"session_ids\": [\"5e0ecaa4-2135-4111-b8a8-d31c1ad3e4db\", \"064adcb6-5870-4bea-ad33-a64c998ca724\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.089}}, {\"14045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-23 23:19:20.000000+00:00\", \"2020-02-05 19:51:26.000000+00:00\", \"2023-01-14 19:46:14.000000+00:00\", \"2021-03-17 09:41:31.000000+00:00\"], \"session_ids\": [\"ece56c40-24b7-4141-ad27-76f9f64e86c1\", \"1abcbccb-d337-4601-bd82-17bcf219c51b\", \"e4186769-cb5c-4fe0-95a8-b8ce04a8a81b\", \"e6619f37-b2d5-4879-b4b6-ca28efb2f194\"], \"total_duration\": 229.0, \"total_sessions\": 4, \"mean_week_duration\": 1.396}}, {\"78267\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-05 16:53:30.000000+00:00\", \"2019-11-06 03:27:52.000000+00:00\", \"2020-10-03 20:44:55.000000+00:00\"], \"session_ids\": [\"f20fbf23-1e98-486d-aea4-465f255e30ce\", \"dea54e95-4107-400a-8717-9e29cda0d9f3\", \"9ef7d7e5-98d1-42bf-a6d6-0a136f7b6923\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 4.958}}, {\"37943\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-08 18:20:13.000000+00:00\", \"2023-02-04 12:40:44.000000+00:00\", \"2019-08-07 05:36:18.000000+00:00\"], \"session_ids\": [\"896647ce-11c8-4113-ba3a-af7bd128fbc8\", \"0fbbca27-8dae-41d3-bf47-328c6a24f578\", \"e5793d3a-a570-4d4d-bfa5-e0d01445ff3c\"], \"total_duration\": 297.0, \"total_sessions\": 3, \"mean_week_duration\": 1.623}}, {\"26783\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-11 12:03:45.000000+00:00\", \"2020-03-06 21:55:17.000000+00:00\", \"2021-05-22 01:36:08.000000+00:00\", \"2021-11-14 19:28:29.000000+00:00\", \"2020-10-18 07:51:44.000000+00:00\"], \"session_ids\": [\"74c830e6-db9a-4d5e-bff5-8e1172cf406b\", \"41b4b5d0-a36a-402b-8164-c6f315affbd3\", \"0966d62d-329b-4311-ae86-4b6728b2d641\", \"e1012bc4-aaf7-4ab2-8080-7403820055f3\", \"2e35fe6c-727f-4b38-8e25-329ae4daad1a\"], \"total_duration\": 1539.0, \"total_sessions\": 5, \"mean_week_duration\": 17.292}}, {\"47392\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-02-09 13:59:12.000000+00:00\", \"2021-06-28 20:38:28.000000+00:00\", \"2023-06-20 15:39:46.000000+00:00\", \"2021-10-23 23:05:31.000000+00:00\"], \"session_ids\": [\"b7fcd4a8-95c7-4577-a267-e3e19783d270\", \"9945741c-615c-4cc3-922d-e825b03faa4d\", \"52f87492-f880-4dbd-9f95-eb032b75583d\", \"396cdfb0-e978-4e9d-a3e2-df0ceb6b6e22\"], \"total_duration\": 1896.0, \"total_sessions\": 4, \"mean_week_duration\": 8.316}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87229\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-06 22:19:44.000000+00:00\", \"2021-05-07 09:02:15.000000+00:00\"], \"session_ids\": [\"0a552edf-f56d-475a-b5e8-c876b9c119e7\", \"bfb4f876-849d-4720-94fb-e738f2ca4058\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 3.385}}, {\"90954\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-14 15:54:43.000000+00:00\", \"2022-12-22 20:14:56.000000+00:00\", \"2022-01-23 09:33:09.000000+00:00\"], \"session_ids\": [\"63985e56-3478-498e-9b71-753971adb06a\", \"40c13831-efe4-465b-bc52-05a2c37b8186\", \"e21f0681-3183-4385-a9bf-aaa909ce2163\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.966}}, {\"84896\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-13 05:31:10.000000+00:00\", \"2020-02-13 16:54:05.000000+00:00\"], \"session_ids\": [\"beeca87b-7690-4ac6-a1fb-d97c30856631\", \"2781a670-449f-4fa0-bf1c-c6c6d84d076c\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"76104\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-23 14:32:02.000000+00:00\", \"2022-05-24 01:34:19.000000+00:00\"], \"session_ids\": [\"2ac4afc1-4c35-490a-a845-21271e26a83c\", \"8f94c08f-808e-4a5b-bf2d-d093f1b3a058\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 25.8}}, {\"44740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-13 20:35:35.000000+00:00\", \"2019-05-05 16:37:45.000000+00:00\"], \"session_ids\": [\"5e0ecaa4-2135-4111-b8a8-d31c1ad3e4db\", \"064adcb6-5870-4bea-ad33-a64c998ca724\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.089}}, {\"14045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-23 23:19:20.000000+00:00\", \"2020-02-05 19:51:26.000000+00:00\", \"2023-01-14 19:46:14.000000+00:00\", \"2021-03-17 09:41:31.000000+00:00\"], \"session_ids\": [\"ece56c40-24b7-4141-ad27-76f9f64e86c1\", \"1abcbccb-d337-4601-bd82-17bcf219c51b\", \"e4186769-cb5c-4fe0-95a8-b8ce04a8a81b\", \"e6619f37-b2d5-4879-b4b6-ca28efb2f194\"], \"total_duration\": 229.0, \"total_sessions\": 4, \"mean_week_duration\": 1.396}}, {\"78267\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-05 16:53:30.000000+00:00\", \"2019-11-06 03:27:52.000000+00:00\", \"2020-10-03 20:44:55.000000+00:00\"], \"session_ids\": [\"f20fbf23-1e98-486d-aea4-465f255e30ce\", \"dea54e95-4107-400a-8717-9e29cda0d9f3\", \"9ef7d7e5-98d1-42bf-a6d6-0a136f7b6923\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 4.958}}, {\"37943\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-08 18:20:13.000000+00:00\", \"2023-02-04 12:40:44.000000+00:00\", \"2019-08-07 05:36:18.000000+00:00\"], \"session_ids\": [\"896647ce-11c8-4113-ba3a-af7bd128fbc8\", \"0fbbca27-8dae-41d3-bf47-328c6a24f578\", \"e5793d3a-a570-4d4d-bfa5-e0d01445ff3c\"], \"total_duration\": 297.0, \"total_sessions\": 3, \"mean_week_duration\": 1.623}}]\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[{\"87229\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-06 22:19:44.000000+00:00\", \"2021-05-07 09:02:15.000000+00:00\"], \"session_ids\": [\"0a552edf-f56d-475a-b5e8-c876b9c119e7\", \"bfb4f876-849d-4720-94fb-e738f2ca4058\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 3.385}}, {\"90954\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-14 15:54:43.000000+00:00\", \"2022-12-22 20:14:56.000000+00:00\", \"2022-01-23 09:33:09.000000+00:00\"], \"session_ids\": [\"63985e56-3478-498e-9b71-753971adb06a\", \"40c13831-efe4-465b-bc52-05a2c37b8186\", \"e21f0681-3183-4385-a9bf-aaa909ce2163\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.966}}, {\"84896\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-13 05:31:10.000000+00:00\", \"2020-02-13 16:54:05.000000+00:00\"], \"session_ids\": [\"beeca87b-7690-4ac6-a1fb-d97c30856631\", \"2781a670-449f-4fa0-bf1c-c6c6d84d076c\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"76104\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-23 14:32:02.000000+00:00\", \"2022-05-24 01:34:19.000000+00:00\"], \"session_ids\": [\"2ac4afc1-4c35-490a-a845-21271e26a83c\", \"8f94c08f-808e-4a5b-bf2d-d093f1b3a058\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 25.8}}, {\"44740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-13 20:35:35.000000+00:00\", \"2019-05-05 16:37:45.000000+00:00\"], \"session_ids\": [\"5e0ecaa4-2135-4111-b8a8-d31c1ad3e4db\", \"064adcb6-5870-4bea-ad33-a64c998ca724\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.089}}, {\"14045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-23 23:19:20.000000+00:00\", \"2020-02-05 19:51:26.000000+00:00\", \"2023-01-14 19:46:14.000000+00:00\", \"2021-03-17 09:41:31.000000+00:00\"], \"session_ids\": [\"ece56c40-24b7-4141-ad27-76f9f64e86c1\", \"1abcbccb-d337-4601-bd82-17bcf219c51b\", \"e4186769-cb5c-4fe0-95a8-b8ce04a8a81b\", \"e6619f37-b2d5-4879-b4b6-ca28efb2f194\"], \"total_duration\": 229.0, \"total_sessions\": 4, \"mean_week_duration\": 1.396}}, {\"78267\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-05 16:53:30.000000+00:00\", \"2019-11-06 03:27:52.000000+00:00\", \"2020-10-03 20:44:55.000000+00:00\"], \"session_ids\": [\"f20fbf23-1e98-486d-aea4-465f255e30ce\", \"dea54e95-4107-400a-8717-9e29cda0d9f3\", \"9ef7d7e5-98d1-42bf-a6d6-0a136f7b6923\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 4.958}}, {\"37943\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-08 18:20:13.000000+00:00\", \"2023-02-04 12:40:44.000000+00:00\", \"2019-08-07 05:36:18.000000+00:00\"], \"session_ids\": [\"896647ce-11c8-4113-ba3a-af7bd128fbc8\", \"0fbbca27-8dae-41d3-bf47-328c6a24f578\", \"e5793d3a-a570-4d4d-bfa5-e0d01445ff3c\"], \"total_duration\": 297.0, \"total_sessions\": 3, \"mean_week_duration\": 1.623}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user whose duration total is smaller than 2382 inclusively also put to use sorting by sessions count form the highest to the lowest."
}
] |
[
{
"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{\"97064\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-02 11:07:24.000000+00:00\", \"2019-07-01 02:05:21.000000+00:00\"], \"session_ids\": [\"822f9e60-f750-4ca7-ac53-a16a5e70a981\", \"7c78aade-4419-4327-a424-13b5f6f4b813\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.773}, \"45812\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-13 16:28:13.000000+00:00\", \"2020-09-22 21:29:40.000000+00:00\", \"2019-04-06 10:59:26.000000+00:00\", \"2020-07-22 03:52:27.000000+00:00\"], \"session_ids\": [\"dee5d2f6-b60d-4203-8f47-ed38fedd9ae0\", \"f22e6aaf-84b3-4243-972b-31315b374247\", \"aa456f75-7c89-4f61-9227-5f09f27c6566\", \"2f8da14e-a6c8-4e4f-8f8e-74178d931919\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.935}, \"10819\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-18 06:44:32.000000+00:00\", \"2021-12-14 17:45:25.000000+00:00\", \"2022-03-03 19:39:53.000000+00:00\", \"2023-02-03 15:23:44.000000+00:00\"], \"session_ids\": [\"6ab7fb26-33aa-43c8-94bf-1b8cd2d8491a\", \"6928c78f-62e4-4512-bb90-7bb90a92772d\", \"c80ebbfa-73e7-4b4a-b56a-a5f86c20e8cf\", \"4c90daab-832e-4918-9c11-5b5f408a7936\"], \"total_duration\": 218.0, \"total_sessions\": 4, \"mean_week_duration\": 3.633}, \"42775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-08 20:27:48.000000+00:00\", \"2022-03-25 10:12:24.000000+00:00\"], \"session_ids\": [\"ef4d9d85-2802-41af-bac2-f08528e28d98\", \"44a712c6-ec1f-4657-a93c-360d2196b62a\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 1.452}, \"73190\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-01 14:30:55.000000+00:00\", \"2023-03-10 19:42:20.000000+00:00\", \"2021-07-03 06:44:39.000000+00:00\", \"2020-02-22 02:53:20.000000+00:00\"], \"session_ids\": [\"76eccfff-1ad1-483f-b26a-b4e101e5f4c8\", \"482336fc-b946-43ab-8f74-e72c471bca87\", \"8a1bbbe5-9904-4fab-884c-b68caeb5aaf9\", \"a4311ace-7d66-4340-be2d-0babbc73d5cf\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.252}, \"47051\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-01-09 04:37:34.000000+00:00\", \"2023-03-16 06:12:04.000000+00:00\", \"2019-11-01 05:30:00.000000+00:00\", \"2020-09-10 19:20:14.000000+00:00\", \"2019-02-15 14:14:01.000000+00:00\", \"2022-05-13 05:53:16.000000+00:00\", \"2021-08-04 22:31:01.000000+00:00\", \"2019-07-02 14:12:54.000000+00:00\"], \"session_ids\": [\"c986056b-9859-48f0-8b48-b254b53db3f9\", \"4444707f-6b96-4be1-afea-32d0c0b66a6b\", \"13f4d4ec-e026-4234-844f-cd613b18f9e6\", \"2bedaca6-fdfb-4b62-bfbf-8e85b9fced30\", \"ab12224f-09cb-4f98-bfc1-8cf333eb7861\", \"327dbd39-dfed-4cfa-8306-def642d2a61e\", \"0fb87988-36f6-426a-a1cf-827577c8cd38\", \"5251bc7a-61e4-4be6-ad0e-47f7e7df7f76\"], \"total_duration\": 377.0, \"total_sessions\": 8, \"mean_week_duration\": 1.77}, \"40142\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-12 11:40:31.000000+00:00\", \"2021-01-14 15:03:40.000000+00:00\"], \"session_ids\": [\"44598f01-5153-417f-bd79-6c7ad4856dd1\", \"be3b5bef-513e-4771-8c65-f28a3cca7c75\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 2.959}, \"57029\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-10-02 08:13:30.000000+00:00\", \"2022-04-17 04:10:23.000000+00:00\", \"2021-03-05 14:41:44.000000+00:00\"], \"session_ids\": [\"a52b467e-baa9-40e0-82a4-0556f4f84b8e\", \"a71d3c86-d0cc-4c28-a239-ea1f977a5384\", \"3737562c-f085-40fd-8eb2-d3f1e6a3c620\"], \"total_duration\": 196.0, \"total_sessions\": 3, \"mean_week_duration\": 3.322}, \"96216\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-11 16:22:06.000000+00:00\", \"2019-11-09 13:18:45.000000+00:00\"], \"session_ids\": [\"d862cc0e-3d54-4e84-9f2d-23a415511478\", \"611a2a30-0493-427d-8641-9d9eab14040d\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 7.385}, \"8094\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-04 18:06:32.000000+00:00\", \"2022-02-05 21:29:44.000000+00:00\", \"2022-02-12 01:31:34.000000+00:00\", \"2019-12-23 19:58:07.000000+00:00\", \"2019-05-09 03:36:22.000000+00:00\", \"2019-08-11 23:26:57.000000+00:00\", \"2019-01-08 11:43:53.000000+00:00\", \"2020-12-18 09:45:56.000000+00:00\"], \"session_ids\": [\"7bdc8572-323f-4e13-ac8d-85fcec689dd8\", \"637f0b33-6227-40f8-8106-be1b65fb1281\", \"b75ea2c3-6e2b-4858-a527-d0a6b091cce1\", \"6e955fd1-4189-41d4-a38a-d90051f17516\", \"41cb3bce-da20-41dd-bdd2-5f0fcb5704bd\", \"718a9eba-f432-427e-8bf3-568c63c5e879\", \"791ece75-e271-4f69-aa76-4d81c450ba6e\", \"133fa9df-9d92-4314-a33d-fd84ded5362e\"], \"total_duration\": 9979.0, \"total_sessions\": 8, \"mean_week_duration\": 61.599}}\n```\n"
}
] |
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