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[{\"79331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-14 11:41:09.000000+00:00\", \"2023-05-23 01:55:49.000000+00:00\", \"2020-01-06 20:40:32.000000+00:00\", \"2021-01-05 12:44:53.000000+00:00\"], \"session_ids\": [\"6b8f2b3f-efa0-4b88-87fe-1e918b44d2d5\", \"13653288-3b37-4bb2-bb74-96016718f689\", \"c22a28c2-5b7a-47d6-9dfa-95df3eb9c406\", \"27344023-2aa4-44a6-949e-5086aef37855\"], \"total_duration\": 993.0, \"total_sessions\": 4, \"mean_week_duration\": 5.041}}, {\"20432\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-19 20:16:18.000000+00:00\", \"2021-11-03 11:13:04.000000+00:00\", \"2020-02-29 06:43:06.000000+00:00\", \"2019-01-20 04:10:54.000000+00:00\", \"2019-01-22 20:31:16.000000+00:00\"], \"session_ids\": [\"46711283-a5ce-471d-9d8f-098a4cbd9e23\", \"eefb52ad-9690-4a9d-9807-4beec658fec0\", \"9c112a5c-b17f-4aa7-ba02-9b398d2032d2\", \"29cb1d06-675b-4b4b-a3f7-bb962993e0f3\", \"b6b762d4-4992-4f2c-88d2-9302f004309b\"], \"total_duration\": 2152.0, \"total_sessions\": 5, \"mean_week_duration\": 14.74}}, {\"77645\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-10-26 18:41:12.000000+00:00\", \"2023-06-18 06:05:43.000000+00:00\", \"2021-11-28 10:46:54.000000+00:00\", \"2020-10-20 17:40:51.000000+00:00\", \"2021-11-07 17:05:25.000000+00:00\", \"2021-12-10 12:13:01.000000+00:00\", \"2022-08-10 02:02:24.000000+00:00\"], \"session_ids\": [\"b3003cf6-dd2a-4acc-ac45-f264c3bad12e\", \"b1634c0a-832e-4b91-b9f1-87d7d4a99828\", \"db6d7644-4f2c-4c00-aeb6-d24f6c59f58d\", \"3f138e22-18de-4b26-9659-724cf6cfe45f\", \"d37f560d-f519-4808-95cd-a1faa580a0ef\", \"8ef2f636-d304-43a4-8553-7074bb10790b\", \"8426d7eb-9f3e-4723-8301-6542397483bf\"], \"total_duration\": 1037.0, \"total_sessions\": 7, \"mean_week_duration\": 7.46}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 2 users whose mean week duration is less than 23 and strictly greater than 33 as well as implement sorting by sessions summation asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-05-07 05:53:57.000000+00:00\", \"2020-04-13 17:47:14.000000+00:00\", \"2019-10-18 06:36:52.000000+00:00\", \"2021-09-13 00:00:40.000000+00:00\", \"2020-03-27 23:34:11.000000+00:00\", \"2022-05-28 12:41:48.000000+00:00\"], \"session_ids\": [\"fcdd7c6c-4136-49f4-9c3b-c36242df8f7e\", \"dfab1601-caac-44a0-821e-603d309268ce\", \"cb4ea2f1-6d18-45d4-a7c0-5ed9c61ac4fb\", \"6ba97533-f7d2-4985-9043-69e275e2ce63\", \"50777f81-1800-42f5-ba66-09f0aac26a21\", \"47062ae2-d580-4924-8b22-90184d173075\"], \"total_duration\": 3862.0, \"total_sessions\": 6, \"mean_week_duration\": 28.19}, \"63243\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-20 03:16:53.000000+00:00\", \"2022-04-17 05:36:38.000000+00:00\"], \"session_ids\": [\"83a20ef4-babd-41a2-b08b-b73604d598bf\", \"d6ff0081-fb60-4e31-a951-77442247e261\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 73.0}, \"6212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-29 13:52:24.000000+00:00\", \"2021-09-28 04:40:00.000000+00:00\"], \"session_ids\": [\"5a87d165-9ab8-4870-bc72-5cdb7db34f47\", \"f0194d87-6631-4248-89f4-e11536a20152\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}, \"35739\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-03 09:06:15.000000+00:00\", \"2022-09-24 23:36:21.000000+00:00\"], \"session_ids\": [\"5f183616-b181-4023-bf8d-4ed0f4630254\", \"e7c569f7-41e1-478d-b95a-4c6b90372b5d\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 19.565}, \"59107\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-06-09 11:21:02.000000+00:00\", \"2022-06-21 20:44:14.000000+00:00\"], \"session_ids\": [\"c4dee89f-106c-423a-b269-a47b86c23a9b\", \"70e3d67c-8d5e-45e8-88e5-7923916e4045\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.294}, \"38860\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-10 00:38:52.000000+00:00\", \"2022-11-05 11:43:15.000000+00:00\", \"2022-09-07 21:11:28.000000+00:00\"], \"session_ids\": [\"b7b2d713-d011-4ab9-80bc-04597ef39d93\", \"2672639e-5cf0-4500-8d06-dc32ba46671f\", \"902d00c5-87fd-448b-a763-28775f253880\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.295}, \"95418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-03-24 06:35:48.000000+00:00\", \"2019-03-04 18:01:50.000000+00:00\"], \"session_ids\": [\"475d4d22-0101-4fcc-abb4-f4a2834e1be6\", \"5721e044-607e-455d-9c35-7d15a7388617\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 0.967}, \"36878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-04 19:21:36.000000+00:00\", \"2022-11-05 11:54:25.000000+00:00\"], \"session_ids\": [\"979fbde2-2718-479d-85a8-14ea6efefb83\", \"372c5b17-1a23-461d-867d-f37c0e5895a1\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.567}, \"26885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-02 12:00:04.000000+00:00\", \"2020-07-02 01:38:39.000000+00:00\"], \"session_ids\": [\"21ea93ad-426c-4d29-a8b1-f497ca81093b\", \"a4303391-d0d6-47e1-bb0d-38840036e65a\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 2.867}, \"7360\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-09 11:43:35.000000+00:00\", \"2020-06-12 07:59:14.000000+00:00\", \"2023-06-17 08:46:39.000000+00:00\", \"2023-02-05 01:36:47.000000+00:00\", \"2019-08-31 16:47:43.000000+00:00\", \"2022-03-25 03:50:23.000000+00:00\", \"2020-01-04 01:18:35.000000+00:00\", \"2022-05-02 01:44:02.000000+00:00\"], \"session_ids\": [\"0fb00694-91f0-4428-9115-be67c40b3876\", \"1760df2b-eefe-4030-b895-2f7583c6515b\", \"fabebb4f-f4ee-4d1a-aeaa-69c496648bed\", \"3466b026-5acc-45b1-9ae4-a977134ca8ea\", \"c0bfdd56-aca6-4058-aa14-a6adb95a48db\", \"c841b5b9-3214-4915-8ccb-87e7740f2ecc\", \"63c03caa-6765-4eb4-b5ef-e06cbe25089a\", \"504ee7b8-a8c0-4119-bd80-9b82b2ac5583\"], \"total_duration\": 9795.0, \"total_sessions\": 8, \"mean_week_duration\": 42.22}}\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 23 and are greater than 33"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-29 13:52:24.000000+00:00\", \"2021-09-28 04:40:00.000000+00:00\"], \"session_ids\": [\"5a87d165-9ab8-4870-bc72-5cdb7db34f47\", \"f0194d87-6631-4248-89f4-e11536a20152\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}, \"35739\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-03 09:06:15.000000+00:00\", \"2022-09-24 23:36:21.000000+00:00\"], \"session_ids\": [\"5f183616-b181-4023-bf8d-4ed0f4630254\", \"e7c569f7-41e1-478d-b95a-4c6b90372b5d\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 19.565}, \"59107\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-06-09 11:21:02.000000+00:00\", \"2022-06-21 20:44:14.000000+00:00\"], \"session_ids\": [\"c4dee89f-106c-423a-b269-a47b86c23a9b\", \"70e3d67c-8d5e-45e8-88e5-7923916e4045\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.294}, \"38860\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-10 00:38:52.000000+00:00\", \"2022-11-05 11:43:15.000000+00:00\", \"2022-09-07 21:11:28.000000+00:00\"], \"session_ids\": [\"b7b2d713-d011-4ab9-80bc-04597ef39d93\", \"2672639e-5cf0-4500-8d06-dc32ba46671f\", \"902d00c5-87fd-448b-a763-28775f253880\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.295}, \"95418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-03-24 06:35:48.000000+00:00\", \"2019-03-04 18:01:50.000000+00:00\"], \"session_ids\": [\"475d4d22-0101-4fcc-abb4-f4a2834e1be6\", \"5721e044-607e-455d-9c35-7d15a7388617\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 0.967}, \"36878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-04 19:21:36.000000+00:00\", \"2022-11-05 11:54:25.000000+00:00\"], \"session_ids\": [\"979fbde2-2718-479d-85a8-14ea6efefb83\", \"372c5b17-1a23-461d-867d-f37c0e5895a1\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.567}, \"26885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-02 12:00:04.000000+00:00\", \"2020-07-02 01:38:39.000000+00:00\"], \"session_ids\": [\"21ea93ad-426c-4d29-a8b1-f497ca81093b\", \"a4303391-d0d6-47e1-bb0d-38840036e65a\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 2.867}, \"63243\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-20 03:16:53.000000+00:00\", \"2022-04-17 05:36:38.000000+00:00\"], \"session_ids\": [\"83a20ef4-babd-41a2-b08b-b73604d598bf\", \"d6ff0081-fb60-4e31-a951-77442247e261\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 73.0}, \"7360\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-09 11:43:35.000000+00:00\", \"2020-06-12 07:59:14.000000+00:00\", \"2023-06-17 08:46:39.000000+00:00\", \"2023-02-05 01:36:47.000000+00:00\", \"2019-08-31 16:47:43.000000+00:00\", \"2022-03-25 03:50:23.000000+00:00\", \"2020-01-04 01:18:35.000000+00:00\", \"2022-05-02 01:44:02.000000+00:00\"], \"session_ids\": [\"0fb00694-91f0-4428-9115-be67c40b3876\", \"1760df2b-eefe-4030-b895-2f7583c6515b\", \"fabebb4f-f4ee-4d1a-aeaa-69c496648bed\", \"3466b026-5acc-45b1-9ae4-a977134ca8ea\", \"c0bfdd56-aca6-4058-aa14-a6adb95a48db\", \"c841b5b9-3214-4915-8ccb-87e7740f2ecc\", \"63c03caa-6765-4eb4-b5ef-e06cbe25089a\", \"504ee7b8-a8c0-4119-bd80-9b82b2ac5583\"], \"total_duration\": 9795.0, \"total_sessions\": 8, \"mean_week_duration\": 42.22}}\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[{\"6212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-29 13:52:24.000000+00:00\", \"2021-09-28 04:40:00.000000+00:00\"], \"session_ids\": [\"5a87d165-9ab8-4870-bc72-5cdb7db34f47\", \"f0194d87-6631-4248-89f4-e11536a20152\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}}, {\"35739\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-03 09:06:15.000000+00:00\", \"2022-09-24 23:36:21.000000+00:00\"], \"session_ids\": [\"5f183616-b181-4023-bf8d-4ed0f4630254\", \"e7c569f7-41e1-478d-b95a-4c6b90372b5d\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 19.565}}, {\"59107\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-06-09 11:21:02.000000+00:00\", \"2022-06-21 20:44:14.000000+00:00\"], \"session_ids\": [\"c4dee89f-106c-423a-b269-a47b86c23a9b\", \"70e3d67c-8d5e-45e8-88e5-7923916e4045\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.294}}, {\"95418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-03-24 06:35:48.000000+00:00\", \"2019-03-04 18:01:50.000000+00:00\"], \"session_ids\": [\"475d4d22-0101-4fcc-abb4-f4a2834e1be6\", \"5721e044-607e-455d-9c35-7d15a7388617\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 0.967}}, {\"36878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-04 19:21:36.000000+00:00\", \"2022-11-05 11:54:25.000000+00:00\"], \"session_ids\": [\"979fbde2-2718-479d-85a8-14ea6efefb83\", \"372c5b17-1a23-461d-867d-f37c0e5895a1\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.567}}, {\"26885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-02 12:00:04.000000+00:00\", \"2020-07-02 01:38:39.000000+00:00\"], \"session_ids\": [\"21ea93ad-426c-4d29-a8b1-f497ca81093b\", \"a4303391-d0d6-47e1-bb0d-38840036e65a\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 2.867}}, {\"63243\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-20 03:16:53.000000+00:00\", \"2022-04-17 05:36:38.000000+00:00\"], \"session_ids\": [\"83a20ef4-babd-41a2-b08b-b73604d598bf\", \"d6ff0081-fb60-4e31-a951-77442247e261\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 73.0}}, {\"38860\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-10 00:38:52.000000+00:00\", \"2022-11-05 11:43:15.000000+00:00\", \"2022-09-07 21:11:28.000000+00:00\"], \"session_ids\": [\"b7b2d713-d011-4ab9-80bc-04597ef39d93\", \"2672639e-5cf0-4500-8d06-dc32ba46671f\", \"902d00c5-87fd-448b-a763-28775f253880\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.295}}, {\"7360\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-09 11:43:35.000000+00:00\", \"2020-06-12 07:59:14.000000+00:00\", \"2023-06-17 08:46:39.000000+00:00\", \"2023-02-05 01:36:47.000000+00:00\", \"2019-08-31 16:47:43.000000+00:00\", \"2022-03-25 03:50:23.000000+00:00\", \"2020-01-04 01:18:35.000000+00:00\", \"2022-05-02 01:44:02.000000+00:00\"], \"session_ids\": [\"0fb00694-91f0-4428-9115-be67c40b3876\", \"1760df2b-eefe-4030-b895-2f7583c6515b\", \"fabebb4f-f4ee-4d1a-aeaa-69c496648bed\", \"3466b026-5acc-45b1-9ae4-a977134ca8ea\", \"c0bfdd56-aca6-4058-aa14-a6adb95a48db\", \"c841b5b9-3214-4915-8ccb-87e7740f2ecc\", \"63c03caa-6765-4eb4-b5ef-e06cbe25089a\", \"504ee7b8-a8c0-4119-bd80-9b82b2ac5583\"], \"total_duration\": 9795.0, \"total_sessions\": 8, \"mean_week_duration\": 42.22}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"6212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-29 13:52:24.000000+00:00\", \"2021-09-28 04:40:00.000000+00:00\"], \"session_ids\": [\"5a87d165-9ab8-4870-bc72-5cdb7db34f47\", \"f0194d87-6631-4248-89f4-e11536a20152\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}}, {\"35739\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-03 09:06:15.000000+00:00\", \"2022-09-24 23:36:21.000000+00:00\"], \"session_ids\": [\"5f183616-b181-4023-bf8d-4ed0f4630254\", \"e7c569f7-41e1-478d-b95a-4c6b90372b5d\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 19.565}}]\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[{\"6212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-29 13:52:24.000000+00:00\", \"2021-09-28 04:40:00.000000+00:00\"], \"session_ids\": [\"5a87d165-9ab8-4870-bc72-5cdb7db34f47\", \"f0194d87-6631-4248-89f4-e11536a20152\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}}, {\"35739\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-03 09:06:15.000000+00:00\", \"2022-09-24 23:36:21.000000+00:00\"], \"session_ids\": [\"5f183616-b181-4023-bf8d-4ed0f4630254\", \"e7c569f7-41e1-478d-b95a-4c6b90372b5d\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 19.565}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display users pieces of information who don't currently live in city Johannesburg also sort by site usage time form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85811\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-28 16:41:41.000000+00:00\", \"2019-09-29 17:08:13.000000+00:00\"], \"session_ids\": [\"7b163116-44da-4da7-af62-9d9c23fef130\", \"d271fd4b-0a65-4e2e-8a70-d7cdc252d85c\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 2.387}, \"48122\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-09 19:18:22.000000+00:00\", \"2019-08-08 20:26:28.000000+00:00\"], \"session_ids\": [\"383a6d56-7b5a-4ad9-a118-01a5249ca8b5\", \"ee265f73-b300-4658-b9ee-db2c2b95ed48\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.339}, \"99855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-14 18:43:54.000000+00:00\", \"2020-06-15 16:20:15.000000+00:00\", \"2019-11-04 19:28:02.000000+00:00\", \"2019-10-21 10:28:21.000000+00:00\"], \"session_ids\": [\"0f3cb5e3-812b-4385-86db-24083dff0872\", \"e30f50e7-9df9-4391-a8ef-8002eb3ceada\", \"b852f1ba-532f-4a2d-8ac4-634dc9391d0c\", \"5a958364-5483-4a50-aa70-ca5fd9e5e169\"], \"total_duration\": 950.0, \"total_sessions\": 4, \"mean_week_duration\": 5.621}, \"32781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-07-14 11:25:21.000000+00:00\", \"2020-07-14 20:26:48.000000+00:00\", \"2020-05-11 04:11:36.000000+00:00\", \"2020-04-04 21:56:26.000000+00:00\", \"2021-06-25 11:23:38.000000+00:00\", \"2019-05-07 10:24:40.000000+00:00\", \"2019-04-01 05:18:11.000000+00:00\", \"2022-05-14 00:05:36.000000+00:00\", \"2022-02-08 04:51:22.000000+00:00\"], \"session_ids\": [\"8af7bc99-0481-4008-a3eb-12fe04287700\", \"dff11c53-bf71-43e0-a788-da86efb65480\", \"2c710621-013b-48ac-8d00-ed3821d71b7d\", \"d9f61b4f-fb42-479b-98f1-563a12cb4f9b\", \"21defd0c-0411-4d79-870a-d0710d8ae3c8\", \"33b6c1a5-6f3a-497a-a225-511ec9878cd1\", \"44c259d0-8544-4fe3-8a6c-458c01af3137\", \"0601f0f0-76c0-4f1a-8414-0c6a4c400b4a\", \"a61a19c0-efad-4b45-b5b5-bde5a2f14e45\"], \"total_duration\": 687.0, \"total_sessions\": 9, \"mean_week_duration\": 4.215}, \"41092\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-12 19:55:49.000000+00:00\", \"2021-01-04 08:00:44.000000+00:00\", \"2022-08-16 17:30:35.000000+00:00\", \"2020-12-01 04:58:12.000000+00:00\", \"2020-02-20 19:30:49.000000+00:00\", \"2021-11-12 13:31:37.000000+00:00\", \"2019-03-03 13:01:28.000000+00:00\", \"2020-06-02 10:15:20.000000+00:00\", \"2021-10-01 13:49:29.000000+00:00\"], \"session_ids\": [\"a66f2d35-092c-4855-9f63-f8a8f60dfe75\", \"92182a39-80cc-4d17-b7db-0e1dccbad898\", \"9a475ab7-361d-427e-89b0-7333650b2676\", \"7eec5bde-5e1c-4716-a617-cd1d85eacc8a\", \"7b0657f7-c0d0-4417-8beb-a30d61ca63e1\", \"047ce8ce-3071-4583-8f95-af4b5a2241ef\", \"21a9403f-2e10-48e0-8cc8-c15f887210c7\", \"24bdf262-2ea6-47ac-85fd-6ab914732a1a\", \"2416b068-80f2-4c59-bb2f-7e0872870d1b\"], \"total_duration\": 9935.0, \"total_sessions\": 9, \"mean_week_duration\": 54.89}, \"24868\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-01 09:34:20.000000+00:00\", \"2019-09-01 10:08:08.000000+00:00\"], \"session_ids\": [\"5f4b0ae5-0a9a-46b8-81a5-11cfe77b90bc\", \"72595cd9-09d3-4c77-b140-120954e87791\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.645}, \"14868\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-07 03:37:00.000000+00:00\", \"2023-01-04 16:49:08.000000+00:00\"], \"session_ids\": [\"febe65dc-742c-42f0-a7c2-50c3180c459d\", \"59eb3724-74a4-4f2c-8ad4-d3dd51f9d0c7\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 29.538}, \"37075\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-01 12:18:37.000000+00:00\", \"2021-04-21 13:55:58.000000+00:00\", \"2020-06-30 04:28:30.000000+00:00\"], \"session_ids\": [\"9e722a34-525f-4e54-8795-702f9be134af\", \"7974a5cf-315d-436b-a4dd-2f9d6033aedb\", \"1c0eaa9a-cea9-45a5-8715-fff1d48c5895\"], \"total_duration\": 687.0, \"total_sessions\": 3, \"mean_week_duration\": 4.907}, \"23722\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-06 14:32:05.000000+00:00\", \"2023-03-04 03:55:27.000000+00:00\", \"2019-12-09 14:06:06.000000+00:00\"], \"session_ids\": [\"787a6fa1-77e6-46dd-82fa-ed839703d5dd\", \"4f3cea00-9f0b-4220-b727-043fad62319f\", \"a1413732-03ef-46ce-a931-306e856766e9\"], \"total_duration\": 722.0, \"total_sessions\": 3, \"mean_week_duration\": 4.272}, \"30309\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-02-22 01:04:43.000000+00:00\", \"2022-06-25 02:54:50.000000+00:00\"], \"session_ids\": [\"70005c93-1ce7-41b9-a278-48349a8ccf1a\", \"e440a5cc-fe0d-47f3-b17d-8381b4b806cc\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 0.966}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Johannesburg"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Johannesburg\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85811\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-28 16:41:41.000000+00:00\", \"2019-09-29 17:08:13.000000+00:00\"], \"session_ids\": [\"7b163116-44da-4da7-af62-9d9c23fef130\", \"d271fd4b-0a65-4e2e-8a70-d7cdc252d85c\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 2.387}, \"48122\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-09 19:18:22.000000+00:00\", \"2019-08-08 20:26:28.000000+00:00\"], \"session_ids\": [\"383a6d56-7b5a-4ad9-a118-01a5249ca8b5\", \"ee265f73-b300-4658-b9ee-db2c2b95ed48\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.339}, \"99855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-14 18:43:54.000000+00:00\", \"2020-06-15 16:20:15.000000+00:00\", \"2019-11-04 19:28:02.000000+00:00\", \"2019-10-21 10:28:21.000000+00:00\"], \"session_ids\": [\"0f3cb5e3-812b-4385-86db-24083dff0872\", \"e30f50e7-9df9-4391-a8ef-8002eb3ceada\", \"b852f1ba-532f-4a2d-8ac4-634dc9391d0c\", \"5a958364-5483-4a50-aa70-ca5fd9e5e169\"], \"total_duration\": 950.0, \"total_sessions\": 4, \"mean_week_duration\": 5.621}, \"32781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-07-14 11:25:21.000000+00:00\", \"2020-07-14 20:26:48.000000+00:00\", \"2020-05-11 04:11:36.000000+00:00\", \"2020-04-04 21:56:26.000000+00:00\", \"2021-06-25 11:23:38.000000+00:00\", \"2019-05-07 10:24:40.000000+00:00\", \"2019-04-01 05:18:11.000000+00:00\", \"2022-05-14 00:05:36.000000+00:00\", \"2022-02-08 04:51:22.000000+00:00\"], \"session_ids\": [\"8af7bc99-0481-4008-a3eb-12fe04287700\", \"dff11c53-bf71-43e0-a788-da86efb65480\", \"2c710621-013b-48ac-8d00-ed3821d71b7d\", \"d9f61b4f-fb42-479b-98f1-563a12cb4f9b\", \"21defd0c-0411-4d79-870a-d0710d8ae3c8\", \"33b6c1a5-6f3a-497a-a225-511ec9878cd1\", \"44c259d0-8544-4fe3-8a6c-458c01af3137\", \"0601f0f0-76c0-4f1a-8414-0c6a4c400b4a\", \"a61a19c0-efad-4b45-b5b5-bde5a2f14e45\"], \"total_duration\": 687.0, \"total_sessions\": 9, \"mean_week_duration\": 4.215}, \"41092\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-12 19:55:49.000000+00:00\", \"2021-01-04 08:00:44.000000+00:00\", \"2022-08-16 17:30:35.000000+00:00\", \"2020-12-01 04:58:12.000000+00:00\", \"2020-02-20 19:30:49.000000+00:00\", \"2021-11-12 13:31:37.000000+00:00\", \"2019-03-03 13:01:28.000000+00:00\", \"2020-06-02 10:15:20.000000+00:00\", \"2021-10-01 13:49:29.000000+00:00\"], \"session_ids\": [\"a66f2d35-092c-4855-9f63-f8a8f60dfe75\", \"92182a39-80cc-4d17-b7db-0e1dccbad898\", \"9a475ab7-361d-427e-89b0-7333650b2676\", \"7eec5bde-5e1c-4716-a617-cd1d85eacc8a\", \"7b0657f7-c0d0-4417-8beb-a30d61ca63e1\", \"047ce8ce-3071-4583-8f95-af4b5a2241ef\", \"21a9403f-2e10-48e0-8cc8-c15f887210c7\", \"24bdf262-2ea6-47ac-85fd-6ab914732a1a\", \"2416b068-80f2-4c59-bb2f-7e0872870d1b\"], \"total_duration\": 9935.0, \"total_sessions\": 9, \"mean_week_duration\": 54.89}, \"24868\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-01 09:34:20.000000+00:00\", \"2019-09-01 10:08:08.000000+00:00\"], \"session_ids\": [\"5f4b0ae5-0a9a-46b8-81a5-11cfe77b90bc\", \"72595cd9-09d3-4c77-b140-120954e87791\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.645}, \"14868\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-07 03:37:00.000000+00:00\", \"2023-01-04 16:49:08.000000+00:00\"], \"session_ids\": [\"febe65dc-742c-42f0-a7c2-50c3180c459d\", \"59eb3724-74a4-4f2c-8ad4-d3dd51f9d0c7\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 29.538}, \"37075\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-01 12:18:37.000000+00:00\", \"2021-04-21 13:55:58.000000+00:00\", \"2020-06-30 04:28:30.000000+00:00\"], \"session_ids\": [\"9e722a34-525f-4e54-8795-702f9be134af\", \"7974a5cf-315d-436b-a4dd-2f9d6033aedb\", \"1c0eaa9a-cea9-45a5-8715-fff1d48c5895\"], \"total_duration\": 687.0, \"total_sessions\": 3, \"mean_week_duration\": 4.907}, \"23722\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-06 14:32:05.000000+00:00\", \"2023-03-04 03:55:27.000000+00:00\", \"2019-12-09 14:06:06.000000+00:00\"], \"session_ids\": [\"787a6fa1-77e6-46dd-82fa-ed839703d5dd\", \"4f3cea00-9f0b-4220-b727-043fad62319f\", \"a1413732-03ef-46ce-a931-306e856766e9\"], \"total_duration\": 722.0, \"total_sessions\": 3, \"mean_week_duration\": 4.272}, \"30309\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-02-22 01:04:43.000000+00:00\", \"2022-06-25 02:54:50.000000+00:00\"], \"session_ids\": [\"70005c93-1ce7-41b9-a278-48349a8ccf1a\", \"e440a5cc-fe0d-47f3-b17d-8381b4b806cc\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 0.966}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48122\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-09 19:18:22.000000+00:00\", \"2019-08-08 20:26:28.000000+00:00\"], \"session_ids\": [\"383a6d56-7b5a-4ad9-a118-01a5249ca8b5\", \"ee265f73-b300-4658-b9ee-db2c2b95ed48\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.339}}, {\"85811\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-28 16:41:41.000000+00:00\", \"2019-09-29 17:08:13.000000+00:00\"], \"session_ids\": [\"7b163116-44da-4da7-af62-9d9c23fef130\", \"d271fd4b-0a65-4e2e-8a70-d7cdc252d85c\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 2.387}}, {\"24868\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-01 09:34:20.000000+00:00\", \"2019-09-01 10:08:08.000000+00:00\"], \"session_ids\": [\"5f4b0ae5-0a9a-46b8-81a5-11cfe77b90bc\", \"72595cd9-09d3-4c77-b140-120954e87791\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.645}}, {\"30309\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-02-22 01:04:43.000000+00:00\", \"2022-06-25 02:54:50.000000+00:00\"], \"session_ids\": [\"70005c93-1ce7-41b9-a278-48349a8ccf1a\", \"e440a5cc-fe0d-47f3-b17d-8381b4b806cc\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 0.966}}, {\"14868\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-07 03:37:00.000000+00:00\", \"2023-01-04 16:49:08.000000+00:00\"], \"session_ids\": [\"febe65dc-742c-42f0-a7c2-50c3180c459d\", \"59eb3724-74a4-4f2c-8ad4-d3dd51f9d0c7\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 29.538}}, {\"32781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-07-14 11:25:21.000000+00:00\", \"2020-07-14 20:26:48.000000+00:00\", \"2020-05-11 04:11:36.000000+00:00\", \"2020-04-04 21:56:26.000000+00:00\", \"2021-06-25 11:23:38.000000+00:00\", \"2019-05-07 10:24:40.000000+00:00\", \"2019-04-01 05:18:11.000000+00:00\", \"2022-05-14 00:05:36.000000+00:00\", \"2022-02-08 04:51:22.000000+00:00\"], \"session_ids\": [\"8af7bc99-0481-4008-a3eb-12fe04287700\", \"dff11c53-bf71-43e0-a788-da86efb65480\", \"2c710621-013b-48ac-8d00-ed3821d71b7d\", \"d9f61b4f-fb42-479b-98f1-563a12cb4f9b\", \"21defd0c-0411-4d79-870a-d0710d8ae3c8\", \"33b6c1a5-6f3a-497a-a225-511ec9878cd1\", \"44c259d0-8544-4fe3-8a6c-458c01af3137\", \"0601f0f0-76c0-4f1a-8414-0c6a4c400b4a\", \"a61a19c0-efad-4b45-b5b5-bde5a2f14e45\"], \"total_duration\": 687.0, \"total_sessions\": 9, \"mean_week_duration\": 4.215}}, {\"37075\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-01 12:18:37.000000+00:00\", \"2021-04-21 13:55:58.000000+00:00\", \"2020-06-30 04:28:30.000000+00:00\"], \"session_ids\": [\"9e722a34-525f-4e54-8795-702f9be134af\", \"7974a5cf-315d-436b-a4dd-2f9d6033aedb\", \"1c0eaa9a-cea9-45a5-8715-fff1d48c5895\"], \"total_duration\": 687.0, \"total_sessions\": 3, \"mean_week_duration\": 4.907}}, {\"23722\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-06 14:32:05.000000+00:00\", \"2023-03-04 03:55:27.000000+00:00\", \"2019-12-09 14:06:06.000000+00:00\"], \"session_ids\": [\"787a6fa1-77e6-46dd-82fa-ed839703d5dd\", \"4f3cea00-9f0b-4220-b727-043fad62319f\", \"a1413732-03ef-46ce-a931-306e856766e9\"], \"total_duration\": 722.0, \"total_sessions\": 3, \"mean_week_duration\": 4.272}}, {\"99855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-14 18:43:54.000000+00:00\", \"2020-06-15 16:20:15.000000+00:00\", \"2019-11-04 19:28:02.000000+00:00\", \"2019-10-21 10:28:21.000000+00:00\"], \"session_ids\": [\"0f3cb5e3-812b-4385-86db-24083dff0872\", \"e30f50e7-9df9-4391-a8ef-8002eb3ceada\", \"b852f1ba-532f-4a2d-8ac4-634dc9391d0c\", \"5a958364-5483-4a50-aa70-ca5fd9e5e169\"], \"total_duration\": 950.0, \"total_sessions\": 4, \"mean_week_duration\": 5.621}}, {\"41092\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-12 19:55:49.000000+00:00\", \"2021-01-04 08:00:44.000000+00:00\", \"2022-08-16 17:30:35.000000+00:00\", \"2020-12-01 04:58:12.000000+00:00\", \"2020-02-20 19:30:49.000000+00:00\", \"2021-11-12 13:31:37.000000+00:00\", \"2019-03-03 13:01:28.000000+00:00\", \"2020-06-02 10:15:20.000000+00:00\", \"2021-10-01 13:49:29.000000+00:00\"], \"session_ids\": [\"a66f2d35-092c-4855-9f63-f8a8f60dfe75\", \"92182a39-80cc-4d17-b7db-0e1dccbad898\", \"9a475ab7-361d-427e-89b0-7333650b2676\", \"7eec5bde-5e1c-4716-a617-cd1d85eacc8a\", \"7b0657f7-c0d0-4417-8beb-a30d61ca63e1\", \"047ce8ce-3071-4583-8f95-af4b5a2241ef\", \"21a9403f-2e10-48e0-8cc8-c15f887210c7\", \"24bdf262-2ea6-47ac-85fd-6ab914732a1a\", \"2416b068-80f2-4c59-bb2f-7e0872870d1b\"], \"total_duration\": 9935.0, \"total_sessions\": 9, \"mean_week_duration\": 54.89}}]\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[{\"48122\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-09 19:18:22.000000+00:00\", \"2019-08-08 20:26:28.000000+00:00\"], \"session_ids\": [\"383a6d56-7b5a-4ad9-a118-01a5249ca8b5\", \"ee265f73-b300-4658-b9ee-db2c2b95ed48\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.339}}, {\"85811\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-28 16:41:41.000000+00:00\", \"2019-09-29 17:08:13.000000+00:00\"], \"session_ids\": [\"7b163116-44da-4da7-af62-9d9c23fef130\", \"d271fd4b-0a65-4e2e-8a70-d7cdc252d85c\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 2.387}}, {\"24868\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-01 09:34:20.000000+00:00\", \"2019-09-01 10:08:08.000000+00:00\"], \"session_ids\": [\"5f4b0ae5-0a9a-46b8-81a5-11cfe77b90bc\", \"72595cd9-09d3-4c77-b140-120954e87791\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.645}}, {\"30309\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-02-22 01:04:43.000000+00:00\", \"2022-06-25 02:54:50.000000+00:00\"], \"session_ids\": [\"70005c93-1ce7-41b9-a278-48349a8ccf1a\", \"e440a5cc-fe0d-47f3-b17d-8381b4b806cc\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 0.966}}, {\"14868\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-07 03:37:00.000000+00:00\", \"2023-01-04 16:49:08.000000+00:00\"], \"session_ids\": [\"febe65dc-742c-42f0-a7c2-50c3180c459d\", \"59eb3724-74a4-4f2c-8ad4-d3dd51f9d0c7\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 29.538}}, {\"32781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-07-14 11:25:21.000000+00:00\", \"2020-07-14 20:26:48.000000+00:00\", \"2020-05-11 04:11:36.000000+00:00\", \"2020-04-04 21:56:26.000000+00:00\", \"2021-06-25 11:23:38.000000+00:00\", \"2019-05-07 10:24:40.000000+00:00\", \"2019-04-01 05:18:11.000000+00:00\", \"2022-05-14 00:05:36.000000+00:00\", \"2022-02-08 04:51:22.000000+00:00\"], \"session_ids\": [\"8af7bc99-0481-4008-a3eb-12fe04287700\", \"dff11c53-bf71-43e0-a788-da86efb65480\", \"2c710621-013b-48ac-8d00-ed3821d71b7d\", \"d9f61b4f-fb42-479b-98f1-563a12cb4f9b\", \"21defd0c-0411-4d79-870a-d0710d8ae3c8\", \"33b6c1a5-6f3a-497a-a225-511ec9878cd1\", \"44c259d0-8544-4fe3-8a6c-458c01af3137\", \"0601f0f0-76c0-4f1a-8414-0c6a4c400b4a\", \"a61a19c0-efad-4b45-b5b5-bde5a2f14e45\"], \"total_duration\": 687.0, \"total_sessions\": 9, \"mean_week_duration\": 4.215}}, {\"37075\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-01 12:18:37.000000+00:00\", \"2021-04-21 13:55:58.000000+00:00\", \"2020-06-30 04:28:30.000000+00:00\"], \"session_ids\": [\"9e722a34-525f-4e54-8795-702f9be134af\", \"7974a5cf-315d-436b-a4dd-2f9d6033aedb\", \"1c0eaa9a-cea9-45a5-8715-fff1d48c5895\"], \"total_duration\": 687.0, \"total_sessions\": 3, \"mean_week_duration\": 4.907}}, {\"23722\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-06 14:32:05.000000+00:00\", \"2023-03-04 03:55:27.000000+00:00\", \"2019-12-09 14:06:06.000000+00:00\"], \"session_ids\": [\"787a6fa1-77e6-46dd-82fa-ed839703d5dd\", \"4f3cea00-9f0b-4220-b727-043fad62319f\", \"a1413732-03ef-46ce-a931-306e856766e9\"], \"total_duration\": 722.0, \"total_sessions\": 3, \"mean_week_duration\": 4.272}}, {\"99855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-14 18:43:54.000000+00:00\", \"2020-06-15 16:20:15.000000+00:00\", \"2019-11-04 19:28:02.000000+00:00\", \"2019-10-21 10:28:21.000000+00:00\"], \"session_ids\": [\"0f3cb5e3-812b-4385-86db-24083dff0872\", \"e30f50e7-9df9-4391-a8ef-8002eb3ceada\", \"b852f1ba-532f-4a2d-8ac4-634dc9391d0c\", \"5a958364-5483-4a50-aa70-ca5fd9e5e169\"], \"total_duration\": 950.0, \"total_sessions\": 4, \"mean_week_duration\": 5.621}}, {\"41092\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-12 19:55:49.000000+00:00\", \"2021-01-04 08:00:44.000000+00:00\", \"2022-08-16 17:30:35.000000+00:00\", \"2020-12-01 04:58:12.000000+00:00\", \"2020-02-20 19:30:49.000000+00:00\", \"2021-11-12 13:31:37.000000+00:00\", \"2019-03-03 13:01:28.000000+00:00\", \"2020-06-02 10:15:20.000000+00:00\", \"2021-10-01 13:49:29.000000+00:00\"], \"session_ids\": [\"a66f2d35-092c-4855-9f63-f8a8f60dfe75\", \"92182a39-80cc-4d17-b7db-0e1dccbad898\", \"9a475ab7-361d-427e-89b0-7333650b2676\", \"7eec5bde-5e1c-4716-a617-cd1d85eacc8a\", \"7b0657f7-c0d0-4417-8beb-a30d61ca63e1\", \"047ce8ce-3071-4583-8f95-af4b5a2241ef\", \"21a9403f-2e10-48e0-8cc8-c15f887210c7\", \"24bdf262-2ea6-47ac-85fd-6ab914732a1a\", \"2416b068-80f2-4c59-bb2f-7e0872870d1b\"], \"total_duration\": 9935.0, \"total_sessions\": 9, \"mean_week_duration\": 54.89}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about user with a time in app per week that is higher than 8 and lower than 34, exclusive 34 inclusive 8 in addition carry out sorting by name of the town form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21871\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-15 14:11:00.000000+00:00\", \"2021-06-04 16:15:38.000000+00:00\"], \"session_ids\": [\"95c30f37-c73f-4b94-bbed-e0d1528b1487\", \"9ed2bcce-8867-455c-a7c9-360904d1bd8d\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"21560\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-06 01:46:00.000000+00:00\", \"2022-11-22 15:32:15.000000+00:00\"], \"session_ids\": [\"45c74f99-1ec3-4853-8f81-876a63764a66\", \"4f7a9b26-d07a-4f43-8439-5cfb0403e655\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 1.299}, \"31344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-15 09:33:34.000000+00:00\", \"2019-08-14 12:15:36.000000+00:00\"], \"session_ids\": [\"79948faa-e32c-4556-8a8f-2ab98721e52c\", \"aaf99687-e92c-471c-914e-05e15b4373ae\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.568}, \"20164\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-02-27 04:47:52.000000+00:00\", \"2022-07-03 02:50:10.000000+00:00\"], \"session_ids\": [\"fceea611-cea5-4fc3-9057-5a75b8058f37\", \"c84261a9-f4cf-4401-b0d7-cac01ee50fc0\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.029}, \"78832\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-30 13:06:38.000000+00:00\", \"2023-01-12 10:46:34.000000+00:00\"], \"session_ids\": [\"5bf75859-c4b8-465f-87ef-1c81d9ff755c\", \"db1a6dab-863e-4a41-9bdd-cf4721e0ed12\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 6.694}, \"1389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-05-07 04:23:27.000000+00:00\", \"2019-08-25 02:22:28.000000+00:00\"], \"session_ids\": [\"f28ed694-9548-4893-85f6-08650f33755d\", \"df7e47ef-7caa-4035-bd95-2ac5832f44af\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 7.027}, \"87117\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-05 11:34:26.000000+00:00\", \"2022-06-04 12:35:48.000000+00:00\"], \"session_ids\": [\"aa84fbbe-1ba9-45e6-8e4f-df1c8acb177d\", \"d82a878b-1862-4c5d-9a97-90053a1d0cb4\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.574}, \"4041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-10 15:35:53.000000+00:00\", \"2021-07-20 14:08:51.000000+00:00\", \"2019-08-16 13:19:55.000000+00:00\", \"2019-12-04 17:02:59.000000+00:00\"], \"session_ids\": [\"a347d100-1eee-4160-9885-6af710493f09\", \"e25d808d-40c1-4af9-b1fd-e8c2a028a574\", \"bd58acb7-3f3c-4845-aa07-38b823021ef8\", \"bc23033f-0e22-4e31-954f-fbfe7b09a622\"], \"total_duration\": 1755.0, \"total_sessions\": 4, \"mean_week_duration\": 15.261}, \"71298\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-13 19:12:23.000000+00:00\", \"2022-07-29 22:40:34.000000+00:00\"], \"session_ids\": [\"96431ad3-8c82-41fd-b485-c04ced8a201b\", \"4a844eec-1143-4609-9c87-3ec9321f6158\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}, \"98770\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-11 01:20:42.000000+00:00\", \"2022-08-02 17:23:12.000000+00:00\"], \"session_ids\": [\"3f82bcfe-9c6c-4f16-95dd-6be9fe16d38b\", \"d277fcc0-086f-43f0-a764-3bc42f887f06\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.259}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 8 and are less than 34"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 34]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-10 15:35:53.000000+00:00\", \"2021-07-20 14:08:51.000000+00:00\", \"2019-08-16 13:19:55.000000+00:00\", \"2019-12-04 17:02:59.000000+00:00\"], \"session_ids\": [\"a347d100-1eee-4160-9885-6af710493f09\", \"e25d808d-40c1-4af9-b1fd-e8c2a028a574\", \"bd58acb7-3f3c-4845-aa07-38b823021ef8\", \"bc23033f-0e22-4e31-954f-fbfe7b09a622\"], \"total_duration\": 1755.0, \"total_sessions\": 4, \"mean_week_duration\": 15.261}}\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[{\"4041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-10 15:35:53.000000+00:00\", \"2021-07-20 14:08:51.000000+00:00\", \"2019-08-16 13:19:55.000000+00:00\", \"2019-12-04 17:02:59.000000+00:00\"], \"session_ids\": [\"a347d100-1eee-4160-9885-6af710493f09\", \"e25d808d-40c1-4af9-b1fd-e8c2a028a574\", \"bd58acb7-3f3c-4845-aa07-38b823021ef8\", \"bc23033f-0e22-4e31-954f-fbfe7b09a622\"], \"total_duration\": 1755.0, \"total_sessions\": 4, \"mean_week_duration\": 15.261}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-10 15:35:53.000000+00:00\", \"2021-07-20 14:08:51.000000+00:00\", \"2019-08-16 13:19:55.000000+00:00\", \"2019-12-04 17:02:59.000000+00:00\"], \"session_ids\": [\"a347d100-1eee-4160-9885-6af710493f09\", \"e25d808d-40c1-4af9-b1fd-e8c2a028a574\", \"bd58acb7-3f3c-4845-aa07-38b823021ef8\", \"bc23033f-0e22-4e31-954f-fbfe7b09a622\"], \"total_duration\": 1755.0, \"total_sessions\": 4, \"mean_week_duration\": 15.261}}]\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[{\"4041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-10 15:35:53.000000+00:00\", \"2021-07-20 14:08:51.000000+00:00\", \"2019-08-16 13:19:55.000000+00:00\", \"2019-12-04 17:02:59.000000+00:00\"], \"session_ids\": [\"a347d100-1eee-4160-9885-6af710493f09\", \"e25d808d-40c1-4af9-b1fd-e8c2a028a574\", \"bd58acb7-3f3c-4845-aa07-38b823021ef8\", \"bc23033f-0e22-4e31-954f-fbfe7b09a622\"], \"total_duration\": 1755.0, \"total_sessions\": 4, \"mean_week_duration\": 15.261}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 3 users who have overall sessions count strictly smaller than 3 and strictly bigger than 7 , moreover do sorting by town_name in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-06-02 15:14:48.000000+00:00\", \"2022-11-18 15:52:02.000000+00:00\"], \"session_ids\": [\"4733658e-817f-4950-b44a-5bb5280487fd\", \"151ae89e-dadb-4aef-a15a-29549e2a270e\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.04}, \"90829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-09 10:41:32.000000+00:00\", \"2019-11-12 03:58:55.000000+00:00\"], \"session_ids\": [\"8c2a3a61-a856-4f34-b0f2-d67f9cceac1a\", \"3620424a-87e7-48b4-84a8-3f7d4f8dcf41\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}, \"30961\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-05 11:00:18.000000+00:00\", \"2022-10-28 00:07:12.000000+00:00\", \"2020-04-24 15:33:16.000000+00:00\"], \"session_ids\": [\"be51dd57-df49-4307-8b9b-de96bd0de5a6\", \"7ac2f5e2-7756-4646-9f13-c6ffc1f1d20e\", \"93da89c4-de26-41f5-bc4b-089ecd961a9b\"], \"total_duration\": 658.0, \"total_sessions\": 3, \"mean_week_duration\": 4.667}, \"88669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-11 17:52:08.000000+00:00\", \"2020-01-10 12:08:22.000000+00:00\"], \"session_ids\": [\"d6d54e3f-31c8-403f-a946-767c2df7951e\", \"a74acc44-86d5-4315-836a-e8de4fca1fe8\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 1.786}, \"6997\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-06-24 16:30:13.000000+00:00\", \"2023-04-18 12:42:39.000000+00:00\", \"2021-07-18 03:58:13.000000+00:00\", \"2023-01-26 16:31:46.000000+00:00\", \"2023-02-27 09:36:02.000000+00:00\", \"2021-01-07 20:49:42.000000+00:00\", \"2020-06-28 08:52:25.000000+00:00\"], \"session_ids\": [\"b4f5ae5a-1909-49a0-8db8-3300598af1db\", \"dcb41c7b-bf64-40d2-bb2d-7469b47eba4f\", \"f5da99c7-f1d7-4136-a44d-a6a78e988440\", \"c5660dfe-e3b4-4c49-8b19-4ce67e071090\", \"2da9bf3a-bc0e-4eed-b946-fe157723058a\", \"e3a14f5f-92e1-4f37-a059-52389ec1c8ac\", \"83acb859-c657-4b8e-8cf8-df5e5ead814d\"], \"total_duration\": 328.0, \"total_sessions\": 7, \"mean_week_duration\": 2.103}, \"90438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-16 10:51:35.000000+00:00\", \"2021-04-03 16:12:50.000000+00:00\", \"2021-03-24 00:59:07.000000+00:00\", \"2021-07-15 13:14:25.000000+00:00\", \"2021-12-10 10:26:13.000000+00:00\", \"2020-10-14 15:35:33.000000+00:00\", \"2019-05-28 22:31:32.000000+00:00\"], \"session_ids\": [\"7e33635c-18a3-48da-9550-f87c628d39c2\", \"5696111c-6d4c-4634-a40b-fed86fbed169\", \"faaba661-7eb2-44a6-a4a0-e6962c1c7551\", \"e16d1876-70d4-4677-a4d5-b1e5e594e99f\", \"4da546ba-3e86-439f-81cb-3fdac17f5503\", \"47adf8ae-dd00-4c44-916a-f0d57ac04778\", \"8f59bc5e-ee74-4685-b3b7-f032e5a86c97\"], \"total_duration\": 880.0, \"total_sessions\": 7, \"mean_week_duration\": 6.617}, \"10476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-01-15 04:57:03.000000+00:00\", \"2021-06-11 22:54:00.000000+00:00\", \"2020-09-08 18:06:23.000000+00:00\"], \"session_ids\": [\"2cb650c3-d770-4a55-bd8d-5cc4a059e87f\", \"7e2ed6b4-bf43-436e-ab83-21eb19ee7797\", \"f1983879-fff0-45e7-98d6-8c8cfb1b2d0d\"], \"total_duration\": 215.0, \"total_sessions\": 3, \"mean_week_duration\": 1.706}, \"64019\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-11-23 23:51:48.000000+00:00\", \"2020-10-04 11:43:54.000000+00:00\"], \"session_ids\": [\"2802811d-d628-49a1-9251-01e514b632e2\", \"80f9ccd0-44f9-4a58-b327-f56119303008\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.267}, \"87194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-08-05 02:00:02.000000+00:00\", \"2022-01-13 02:04:19.000000+00:00\", \"2022-04-14 09:21:47.000000+00:00\", \"2021-03-09 16:01:14.000000+00:00\", \"2019-05-22 16:29:11.000000+00:00\", \"2022-09-10 06:13:36.000000+00:00\", \"2021-10-24 22:43:18.000000+00:00\", \"2022-10-08 17:16:02.000000+00:00\", \"2021-10-06 10:45:10.000000+00:00\", \"2020-08-27 17:20:17.000000+00:00\", \"2019-04-04 17:52:35.000000+00:00\"], \"session_ids\": [\"0e902667-2a1c-442e-8df1-85525ed78e39\", \"13d6ba77-b509-42ea-a5fe-93a36fe06919\", \"f91ffc6b-98a9-41e9-9e26-0684879deec1\", \"2c07db62-c2ad-467d-8377-9522a735a321\", \"130c8702-4431-4c91-afe5-bd66b77c2d29\", \"ef2c86db-0b00-4e12-8f5a-69da85ca0d3c\", \"4d41e8e7-8a0a-4971-a890-40f1251d7856\", \"71b75673-6a1f-44e5-837f-883e3000e7e2\", \"cdf52cd7-0e2a-4868-9f5c-68cbb55d9ffa\", \"f0f1649b-44b8-461f-bb82-10dd6c26dc48\", \"e289c4e5-0762-4fde-8075-69ca14fd9c29\"], \"total_duration\": 523.0, \"total_sessions\": 11, \"mean_week_duration\": 2.842}, \"36443\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-19 15:06:39.000000+00:00\", \"2019-06-24 23:21:39.000000+00:00\", \"2019-08-13 05:23:29.000000+00:00\", \"2019-02-04 08:27:29.000000+00:00\", \"2021-02-10 11:25:14.000000+00:00\", \"2020-03-01 20:37:53.000000+00:00\", \"2022-01-04 13:44:34.000000+00:00\", \"2022-03-12 15:20:52.000000+00:00\", \"2023-02-04 03:35:53.000000+00:00\"], \"session_ids\": [\"3fc6653e-6cf2-42d9-acdb-e50cac77f3bb\", \"ca2ab0c9-89f5-438f-b894-44bfcd510809\", \"b7de085d-7715-44cf-952f-97a8622c3dfe\", \"c2c74f2b-7136-4981-a6d6-33036445a834\", \"65e01568-0521-4fb9-87a5-290ba6bff6fe\", \"46ca8d6c-17c6-4f61-acbc-c05b8cfb61a8\", \"2057592b-36df-409b-a7be-f0e427b9c332\", \"710aa78c-35a4-4e09-b4fc-1cc49c93462d\", \"8613a404-05b3-41e9-a44f-7782bca3d921\"], \"total_duration\": 26785.0, \"total_sessions\": 9, \"mean_week_duration\": 128.158}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 3 and are greater than 7"
},
{
"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{\"51514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-06-02 15:14:48.000000+00:00\", \"2022-11-18 15:52:02.000000+00:00\"], \"session_ids\": [\"4733658e-817f-4950-b44a-5bb5280487fd\", \"151ae89e-dadb-4aef-a15a-29549e2a270e\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.04}, \"90829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-09 10:41:32.000000+00:00\", \"2019-11-12 03:58:55.000000+00:00\"], \"session_ids\": [\"8c2a3a61-a856-4f34-b0f2-d67f9cceac1a\", \"3620424a-87e7-48b4-84a8-3f7d4f8dcf41\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}, \"88669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-11 17:52:08.000000+00:00\", \"2020-01-10 12:08:22.000000+00:00\"], \"session_ids\": [\"d6d54e3f-31c8-403f-a946-767c2df7951e\", \"a74acc44-86d5-4315-836a-e8de4fca1fe8\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 1.786}, \"64019\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-11-23 23:51:48.000000+00:00\", \"2020-10-04 11:43:54.000000+00:00\"], \"session_ids\": [\"2802811d-d628-49a1-9251-01e514b632e2\", \"80f9ccd0-44f9-4a58-b327-f56119303008\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.267}, \"87194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-08-05 02:00:02.000000+00:00\", \"2022-01-13 02:04:19.000000+00:00\", \"2022-04-14 09:21:47.000000+00:00\", \"2021-03-09 16:01:14.000000+00:00\", \"2019-05-22 16:29:11.000000+00:00\", \"2022-09-10 06:13:36.000000+00:00\", \"2021-10-24 22:43:18.000000+00:00\", \"2022-10-08 17:16:02.000000+00:00\", \"2021-10-06 10:45:10.000000+00:00\", \"2020-08-27 17:20:17.000000+00:00\", \"2019-04-04 17:52:35.000000+00:00\"], \"session_ids\": [\"0e902667-2a1c-442e-8df1-85525ed78e39\", \"13d6ba77-b509-42ea-a5fe-93a36fe06919\", \"f91ffc6b-98a9-41e9-9e26-0684879deec1\", \"2c07db62-c2ad-467d-8377-9522a735a321\", \"130c8702-4431-4c91-afe5-bd66b77c2d29\", \"ef2c86db-0b00-4e12-8f5a-69da85ca0d3c\", \"4d41e8e7-8a0a-4971-a890-40f1251d7856\", \"71b75673-6a1f-44e5-837f-883e3000e7e2\", \"cdf52cd7-0e2a-4868-9f5c-68cbb55d9ffa\", \"f0f1649b-44b8-461f-bb82-10dd6c26dc48\", \"e289c4e5-0762-4fde-8075-69ca14fd9c29\"], \"total_duration\": 523.0, \"total_sessions\": 11, \"mean_week_duration\": 2.842}, \"36443\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-19 15:06:39.000000+00:00\", \"2019-06-24 23:21:39.000000+00:00\", \"2019-08-13 05:23:29.000000+00:00\", \"2019-02-04 08:27:29.000000+00:00\", \"2021-02-10 11:25:14.000000+00:00\", \"2020-03-01 20:37:53.000000+00:00\", \"2022-01-04 13:44:34.000000+00:00\", \"2022-03-12 15:20:52.000000+00:00\", \"2023-02-04 03:35:53.000000+00:00\"], \"session_ids\": [\"3fc6653e-6cf2-42d9-acdb-e50cac77f3bb\", \"ca2ab0c9-89f5-438f-b894-44bfcd510809\", \"b7de085d-7715-44cf-952f-97a8622c3dfe\", \"c2c74f2b-7136-4981-a6d6-33036445a834\", \"65e01568-0521-4fb9-87a5-290ba6bff6fe\", \"46ca8d6c-17c6-4f61-acbc-c05b8cfb61a8\", \"2057592b-36df-409b-a7be-f0e427b9c332\", \"710aa78c-35a4-4e09-b4fc-1cc49c93462d\", \"8613a404-05b3-41e9-a44f-7782bca3d921\"], \"total_duration\": 26785.0, \"total_sessions\": 9, \"mean_week_duration\": 128.158}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-08-05 02:00:02.000000+00:00\", \"2022-01-13 02:04:19.000000+00:00\", \"2022-04-14 09:21:47.000000+00:00\", \"2021-03-09 16:01:14.000000+00:00\", \"2019-05-22 16:29:11.000000+00:00\", \"2022-09-10 06:13:36.000000+00:00\", \"2021-10-24 22:43:18.000000+00:00\", \"2022-10-08 17:16:02.000000+00:00\", \"2021-10-06 10:45:10.000000+00:00\", \"2020-08-27 17:20:17.000000+00:00\", \"2019-04-04 17:52:35.000000+00:00\"], \"session_ids\": [\"0e902667-2a1c-442e-8df1-85525ed78e39\", \"13d6ba77-b509-42ea-a5fe-93a36fe06919\", \"f91ffc6b-98a9-41e9-9e26-0684879deec1\", \"2c07db62-c2ad-467d-8377-9522a735a321\", \"130c8702-4431-4c91-afe5-bd66b77c2d29\", \"ef2c86db-0b00-4e12-8f5a-69da85ca0d3c\", \"4d41e8e7-8a0a-4971-a890-40f1251d7856\", \"71b75673-6a1f-44e5-837f-883e3000e7e2\", \"cdf52cd7-0e2a-4868-9f5c-68cbb55d9ffa\", \"f0f1649b-44b8-461f-bb82-10dd6c26dc48\", \"e289c4e5-0762-4fde-8075-69ca14fd9c29\"], \"total_duration\": 523.0, \"total_sessions\": 11, \"mean_week_duration\": 2.842}}, {\"51514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-06-02 15:14:48.000000+00:00\", \"2022-11-18 15:52:02.000000+00:00\"], \"session_ids\": [\"4733658e-817f-4950-b44a-5bb5280487fd\", \"151ae89e-dadb-4aef-a15a-29549e2a270e\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.04}}, {\"90829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-09 10:41:32.000000+00:00\", \"2019-11-12 03:58:55.000000+00:00\"], \"session_ids\": [\"8c2a3a61-a856-4f34-b0f2-d67f9cceac1a\", \"3620424a-87e7-48b4-84a8-3f7d4f8dcf41\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}}, {\"64019\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-11-23 23:51:48.000000+00:00\", \"2020-10-04 11:43:54.000000+00:00\"], \"session_ids\": [\"2802811d-d628-49a1-9251-01e514b632e2\", \"80f9ccd0-44f9-4a58-b327-f56119303008\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.267}}, {\"88669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-11 17:52:08.000000+00:00\", \"2020-01-10 12:08:22.000000+00:00\"], \"session_ids\": [\"d6d54e3f-31c8-403f-a946-767c2df7951e\", \"a74acc44-86d5-4315-836a-e8de4fca1fe8\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 1.786}}, {\"36443\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-19 15:06:39.000000+00:00\", \"2019-06-24 23:21:39.000000+00:00\", \"2019-08-13 05:23:29.000000+00:00\", \"2019-02-04 08:27:29.000000+00:00\", \"2021-02-10 11:25:14.000000+00:00\", \"2020-03-01 20:37:53.000000+00:00\", \"2022-01-04 13:44:34.000000+00:00\", \"2022-03-12 15:20:52.000000+00:00\", \"2023-02-04 03:35:53.000000+00:00\"], \"session_ids\": [\"3fc6653e-6cf2-42d9-acdb-e50cac77f3bb\", \"ca2ab0c9-89f5-438f-b894-44bfcd510809\", \"b7de085d-7715-44cf-952f-97a8622c3dfe\", \"c2c74f2b-7136-4981-a6d6-33036445a834\", \"65e01568-0521-4fb9-87a5-290ba6bff6fe\", \"46ca8d6c-17c6-4f61-acbc-c05b8cfb61a8\", \"2057592b-36df-409b-a7be-f0e427b9c332\", \"710aa78c-35a4-4e09-b4fc-1cc49c93462d\", \"8613a404-05b3-41e9-a44f-7782bca3d921\"], \"total_duration\": 26785.0, \"total_sessions\": 9, \"mean_week_duration\": 128.158}}]\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[{\"87194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-08-05 02:00:02.000000+00:00\", \"2022-01-13 02:04:19.000000+00:00\", \"2022-04-14 09:21:47.000000+00:00\", \"2021-03-09 16:01:14.000000+00:00\", \"2019-05-22 16:29:11.000000+00:00\", \"2022-09-10 06:13:36.000000+00:00\", \"2021-10-24 22:43:18.000000+00:00\", \"2022-10-08 17:16:02.000000+00:00\", \"2021-10-06 10:45:10.000000+00:00\", \"2020-08-27 17:20:17.000000+00:00\", \"2019-04-04 17:52:35.000000+00:00\"], \"session_ids\": [\"0e902667-2a1c-442e-8df1-85525ed78e39\", \"13d6ba77-b509-42ea-a5fe-93a36fe06919\", \"f91ffc6b-98a9-41e9-9e26-0684879deec1\", \"2c07db62-c2ad-467d-8377-9522a735a321\", \"130c8702-4431-4c91-afe5-bd66b77c2d29\", \"ef2c86db-0b00-4e12-8f5a-69da85ca0d3c\", \"4d41e8e7-8a0a-4971-a890-40f1251d7856\", \"71b75673-6a1f-44e5-837f-883e3000e7e2\", \"cdf52cd7-0e2a-4868-9f5c-68cbb55d9ffa\", \"f0f1649b-44b8-461f-bb82-10dd6c26dc48\", \"e289c4e5-0762-4fde-8075-69ca14fd9c29\"], \"total_duration\": 523.0, \"total_sessions\": 11, \"mean_week_duration\": 2.842}}, {\"51514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-06-02 15:14:48.000000+00:00\", \"2022-11-18 15:52:02.000000+00:00\"], \"session_ids\": [\"4733658e-817f-4950-b44a-5bb5280487fd\", \"151ae89e-dadb-4aef-a15a-29549e2a270e\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.04}}, {\"90829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-09 10:41:32.000000+00:00\", \"2019-11-12 03:58:55.000000+00:00\"], \"session_ids\": [\"8c2a3a61-a856-4f34-b0f2-d67f9cceac1a\", \"3620424a-87e7-48b4-84a8-3f7d4f8dcf41\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}}]\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[{\"87194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-08-05 02:00:02.000000+00:00\", \"2022-01-13 02:04:19.000000+00:00\", \"2022-04-14 09:21:47.000000+00:00\", \"2021-03-09 16:01:14.000000+00:00\", \"2019-05-22 16:29:11.000000+00:00\", \"2022-09-10 06:13:36.000000+00:00\", \"2021-10-24 22:43:18.000000+00:00\", \"2022-10-08 17:16:02.000000+00:00\", \"2021-10-06 10:45:10.000000+00:00\", \"2020-08-27 17:20:17.000000+00:00\", \"2019-04-04 17:52:35.000000+00:00\"], \"session_ids\": [\"0e902667-2a1c-442e-8df1-85525ed78e39\", \"13d6ba77-b509-42ea-a5fe-93a36fe06919\", \"f91ffc6b-98a9-41e9-9e26-0684879deec1\", \"2c07db62-c2ad-467d-8377-9522a735a321\", \"130c8702-4431-4c91-afe5-bd66b77c2d29\", \"ef2c86db-0b00-4e12-8f5a-69da85ca0d3c\", \"4d41e8e7-8a0a-4971-a890-40f1251d7856\", \"71b75673-6a1f-44e5-837f-883e3000e7e2\", \"cdf52cd7-0e2a-4868-9f5c-68cbb55d9ffa\", \"f0f1649b-44b8-461f-bb82-10dd6c26dc48\", \"e289c4e5-0762-4fde-8075-69ca14fd9c29\"], \"total_duration\": 523.0, \"total_sessions\": 11, \"mean_week_duration\": 2.842}}, {\"51514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-06-02 15:14:48.000000+00:00\", \"2022-11-18 15:52:02.000000+00:00\"], \"session_ids\": [\"4733658e-817f-4950-b44a-5bb5280487fd\", \"151ae89e-dadb-4aef-a15a-29549e2a270e\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.04}}, {\"90829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-09 10:41:32.000000+00:00\", \"2019-11-12 03:58:55.000000+00:00\"], \"session_ids\": [\"8c2a3a61-a856-4f34-b0f2-d67f9cceac1a\", \"3620424a-87e7-48b4-84a8-3f7d4f8dcf41\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 6 users pieces of information with a mean of duration of sessions per week that is above 19 , apply sorting by total time using the app risingly."
}
] |
[
{
"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{\"37162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-19 04:02:17.000000+00:00\", \"2021-09-06 22:39:35.000000+00:00\"], \"session_ids\": [\"92a2539e-4a4f-49ed-9f63-5341818179bc\", \"d3ab43fd-103a-45d3-85a5-764c146068c1\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 5.938}, \"85971\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-07 07:55:31.000000+00:00\", \"2019-04-13 20:10:49.000000+00:00\"], \"session_ids\": [\"b0f6bf01-62f2-479e-918b-f6e9ba01d117\", \"1c3bf68f-c247-4523-9b4d-fbd236b177e7\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.622}, \"95188\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-03 23:36:19.000000+00:00\", \"2023-05-06 10:29:39.000000+00:00\"], \"session_ids\": [\"b068c4c9-0eb7-4bb5-b9fa-015cd044ea94\", \"289ff069-473f-4abb-a957-46c66574bf13\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.252}, \"63866\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-02-02 15:52:03.000000+00:00\", \"2020-07-12 00:14:26.000000+00:00\"], \"session_ids\": [\"c261565a-bf6c-4a9e-9602-dc0b041c2f79\", \"a19c60ef-b79d-4c88-ba98-e5b0c0ad91b5\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 4.378}, \"96720\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-11 11:56:53.000000+00:00\", \"2021-07-21 14:54:19.000000+00:00\", \"2019-08-19 16:34:50.000000+00:00\", \"2020-07-21 10:48:19.000000+00:00\"], \"session_ids\": [\"b594bb28-784a-43ba-ba68-502f02179b83\", \"3de79b57-2595-4800-a347-1a98b4f56492\", \"79a2720f-18e7-410d-8893-335f3fbc3d13\", \"08f04774-4914-4f53-8f29-6986c7e85af4\"], \"total_duration\": 582.0, \"total_sessions\": 4, \"mean_week_duration\": 3.27}, \"98637\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-09-09 21:14:59.000000+00:00\", \"2021-07-12 16:39:19.000000+00:00\", \"2020-12-27 10:48:50.000000+00:00\"], \"session_ids\": [\"6146c832-a692-4ab3-a6b3-b3175e7a18d7\", \"8fd26ca5-2d31-468e-a7ff-cf8684df96c2\", \"08d810d3-7787-4c76-802b-42c3c87a3a0c\"], \"total_duration\": 315.0, \"total_sessions\": 3, \"mean_week_duration\": 3.281}, \"10889\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-09-12 07:43:41.000000+00:00\", \"2020-05-15 05:19:17.000000+00:00\"], \"session_ids\": [\"d9ca7254-8b4a-4de3-87e7-55ebd96e6d55\", \"fffaa70b-d8d2-4236-a238-81811090c28c\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 10.556}, \"44594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-09 07:16:41.000000+00:00\", \"2019-04-10 12:14:19.000000+00:00\", \"2021-02-09 21:20:57.000000+00:00\"], \"session_ids\": [\"89b275d6-aa37-42a7-9534-80673d14acb8\", \"8d63496e-7288-43b6-88a1-e44819544488\", \"1fecaf8b-7078-4427-b760-067f8e101bd9\"], \"total_duration\": 733.0, \"total_sessions\": 3, \"mean_week_duration\": 4.669}, \"26620\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-07 02:07:17.000000+00:00\", \"2021-03-21 16:38:50.000000+00:00\", \"2021-05-09 09:44:16.000000+00:00\", \"2019-09-25 20:28:02.000000+00:00\", \"2019-07-23 06:10:02.000000+00:00\"], \"session_ids\": [\"57739fa5-377e-4d65-97c8-c9c1e9c5e013\", \"133b3b0b-0004-41c0-adc0-d25f5b3c79b5\", \"47985721-ab63-4e67-9ffa-479d8f2edcb3\", \"89dedf08-3bb2-4c77-b291-79ea16ed61a6\", \"662f4094-0662-46c0-93ce-db1f486d82d9\"], \"total_duration\": 751.0, \"total_sessions\": 5, \"mean_week_duration\": 3.871}, \"42456\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-11-21 05:48:08.000000+00:00\", \"2021-08-12 22:17:36.000000+00:00\"], \"session_ids\": [\"cb5a6c99-1ad2-4520-befc-755473acf6f0\", \"a69d7b35-b9a7-43dd-acc4-9e017d5bb857\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 1.105}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 19"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[19, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about users whose total time using the app is greater than 777 and less than 3454 , sort by quantity of sessions asc plus keep only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25642\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-07 23:17:54.000000+00:00\", \"2022-06-09 05:03:14.000000+00:00\"], \"session_ids\": [\"5688177f-c8ef-4aff-bf92-1e99a6e2d8b4\", \"2eba4802-021c-4c1d-9373-d350ebeb29d7\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 3.887}, \"76374\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-04-12 05:51:00.000000+00:00\", \"2021-04-18 08:49:31.000000+00:00\"], \"session_ids\": [\"4c36fb07-16a4-4b3d-b556-94f841019183\", \"c320c576-7700-4221-af2e-d1c41232e219\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.404}, \"39058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-30 12:42:29.000000+00:00\", \"2020-11-20 17:06:40.000000+00:00\", \"2021-09-12 08:26:56.000000+00:00\", \"2020-04-05 19:40:52.000000+00:00\", \"2022-12-30 02:04:09.000000+00:00\", \"2021-12-25 17:21:03.000000+00:00\", \"2019-04-12 20:22:48.000000+00:00\", \"2019-12-19 16:10:26.000000+00:00\", \"2021-05-16 13:31:07.000000+00:00\", \"2021-04-11 06:22:27.000000+00:00\"], \"session_ids\": [\"d018d9a2-8e34-4108-96fc-990102399e4c\", \"396781b5-bc21-481b-a0bb-98161e0afd6d\", \"6c8d1397-c1cb-4062-8976-09e237efe7f4\", \"3cad015f-c432-4a11-8009-c84cc7bbe2a2\", \"e25188ff-1be2-43ae-ac79-332036168a32\", \"338989d1-fb3b-43d3-bd10-da41de9fbd4a\", \"a6150583-3a65-47b7-a408-052984954566\", \"27188bc7-779f-4474-94bb-680d62125c4b\", \"9726f722-06de-41a3-9585-a88d1e339751\", \"b27065c2-b266-454f-b54c-d72d5bd13a20\"], \"total_duration\": 3335.0, \"total_sessions\": 10, \"mean_week_duration\": 17.191}, \"64678\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-16 18:12:41.000000+00:00\", \"2023-03-26 00:31:32.000000+00:00\"], \"session_ids\": [\"03243fb0-29ea-4ace-b3a4-65defdfa0d93\", \"d724cdbe-d9b5-4587-98a2-123c0823542c\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}, \"46764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-11-26 03:17:33.000000+00:00\", \"2020-03-28 18:22:51.000000+00:00\", \"2020-11-11 20:45:39.000000+00:00\", \"2022-08-04 21:47:01.000000+00:00\"], \"session_ids\": [\"1570f848-525d-4e8a-bf40-667b7d5dd777\", \"1925517e-74e0-431e-ae84-4b5deb1de49b\", \"b88ea0f1-991e-4c8f-a8cb-53a81702bfe8\", \"b2a197d7-6963-4506-a63e-3d8970ee94f1\"], \"total_duration\": 1946.0, \"total_sessions\": 4, \"mean_week_duration\": 13.801}, \"99629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-20 23:45:54.000000+00:00\", \"2021-08-14 05:27:55.000000+00:00\"], \"session_ids\": [\"41803323-5ed7-4125-8bce-66c5625b735a\", \"a36aaab4-0e67-4a8e-b09c-63547d3fc597\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 13.875}, \"73659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-16 17:33:59.000000+00:00\", \"2023-01-21 16:12:33.000000+00:00\", \"2022-04-19 09:56:49.000000+00:00\"], \"session_ids\": [\"97a442bf-517b-4a1a-b5eb-27a3e1b48d42\", \"84536196-4755-4896-936f-45670b403b93\", \"5f6f55e4-fe7f-4f8b-a5cd-98767253d764\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 0.554}, \"34296\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-25 20:25:34.000000+00:00\", \"2019-09-16 06:28:36.000000+00:00\", \"2019-11-14 07:05:18.000000+00:00\"], \"session_ids\": [\"acd2f6cd-c5e1-4c8f-9ce9-162c1b344e77\", \"9010c56f-1165-428e-a4c5-8b65e0c5bbbf\", \"3d2037fb-a422-4376-8437-03f307e36a49\"], \"total_duration\": 632.0, \"total_sessions\": 3, \"mean_week_duration\": 7.101}, \"77092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-11-17 18:27:39.000000+00:00\", \"2022-08-05 15:46:24.000000+00:00\"], \"session_ids\": [\"c911ae15-82aa-4f86-a87d-ae3d933224d9\", \"648a11e5-9377-48e1-b330-b5caabf8c714\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 4.711}, \"80035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-06 21:02:51.000000+00:00\", \"2021-09-22 11:43:52.000000+00:00\"], \"session_ids\": [\"d78963d3-fc0c-4de4-8682-87ce74c004b5\", \"2f3f7f30-5015-4999-b6ec-3297687048bd\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.457}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 777 and are equal or less than 3454"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[777, 3454]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-30 12:42:29.000000+00:00\", \"2020-11-20 17:06:40.000000+00:00\", \"2021-09-12 08:26:56.000000+00:00\", \"2020-04-05 19:40:52.000000+00:00\", \"2022-12-30 02:04:09.000000+00:00\", \"2021-12-25 17:21:03.000000+00:00\", \"2019-04-12 20:22:48.000000+00:00\", \"2019-12-19 16:10:26.000000+00:00\", \"2021-05-16 13:31:07.000000+00:00\", \"2021-04-11 06:22:27.000000+00:00\"], \"session_ids\": [\"d018d9a2-8e34-4108-96fc-990102399e4c\", \"396781b5-bc21-481b-a0bb-98161e0afd6d\", \"6c8d1397-c1cb-4062-8976-09e237efe7f4\", \"3cad015f-c432-4a11-8009-c84cc7bbe2a2\", \"e25188ff-1be2-43ae-ac79-332036168a32\", \"338989d1-fb3b-43d3-bd10-da41de9fbd4a\", \"a6150583-3a65-47b7-a408-052984954566\", \"27188bc7-779f-4474-94bb-680d62125c4b\", \"9726f722-06de-41a3-9585-a88d1e339751\", \"b27065c2-b266-454f-b54c-d72d5bd13a20\"], \"total_duration\": 3335.0, \"total_sessions\": 10, \"mean_week_duration\": 17.191}, \"46764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-11-26 03:17:33.000000+00:00\", \"2020-03-28 18:22:51.000000+00:00\", \"2020-11-11 20:45:39.000000+00:00\", \"2022-08-04 21:47:01.000000+00:00\"], \"session_ids\": [\"1570f848-525d-4e8a-bf40-667b7d5dd777\", \"1925517e-74e0-431e-ae84-4b5deb1de49b\", \"b88ea0f1-991e-4c8f-a8cb-53a81702bfe8\", \"b2a197d7-6963-4506-a63e-3d8970ee94f1\"], \"total_duration\": 1946.0, \"total_sessions\": 4, \"mean_week_duration\": 13.801}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-11-26 03:17:33.000000+00:00\", \"2020-03-28 18:22:51.000000+00:00\", \"2020-11-11 20:45:39.000000+00:00\", \"2022-08-04 21:47:01.000000+00:00\"], \"session_ids\": [\"1570f848-525d-4e8a-bf40-667b7d5dd777\", \"1925517e-74e0-431e-ae84-4b5deb1de49b\", \"b88ea0f1-991e-4c8f-a8cb-53a81702bfe8\", \"b2a197d7-6963-4506-a63e-3d8970ee94f1\"], \"total_duration\": 1946.0, \"total_sessions\": 4, \"mean_week_duration\": 13.801}}, {\"39058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-30 12:42:29.000000+00:00\", \"2020-11-20 17:06:40.000000+00:00\", \"2021-09-12 08:26:56.000000+00:00\", \"2020-04-05 19:40:52.000000+00:00\", \"2022-12-30 02:04:09.000000+00:00\", \"2021-12-25 17:21:03.000000+00:00\", \"2019-04-12 20:22:48.000000+00:00\", \"2019-12-19 16:10:26.000000+00:00\", \"2021-05-16 13:31:07.000000+00:00\", \"2021-04-11 06:22:27.000000+00:00\"], \"session_ids\": [\"d018d9a2-8e34-4108-96fc-990102399e4c\", \"396781b5-bc21-481b-a0bb-98161e0afd6d\", \"6c8d1397-c1cb-4062-8976-09e237efe7f4\", \"3cad015f-c432-4a11-8009-c84cc7bbe2a2\", \"e25188ff-1be2-43ae-ac79-332036168a32\", \"338989d1-fb3b-43d3-bd10-da41de9fbd4a\", \"a6150583-3a65-47b7-a408-052984954566\", \"27188bc7-779f-4474-94bb-680d62125c4b\", \"9726f722-06de-41a3-9585-a88d1e339751\", \"b27065c2-b266-454f-b54c-d72d5bd13a20\"], \"total_duration\": 3335.0, \"total_sessions\": 10, \"mean_week_duration\": 17.191}}]\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[{\"46764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-11-26 03:17:33.000000+00:00\", \"2020-03-28 18:22:51.000000+00:00\", \"2020-11-11 20:45:39.000000+00:00\", \"2022-08-04 21:47:01.000000+00:00\"], \"session_ids\": [\"1570f848-525d-4e8a-bf40-667b7d5dd777\", \"1925517e-74e0-431e-ae84-4b5deb1de49b\", \"b88ea0f1-991e-4c8f-a8cb-53a81702bfe8\", \"b2a197d7-6963-4506-a63e-3d8970ee94f1\"], \"total_duration\": 1946.0, \"total_sessions\": 4, \"mean_week_duration\": 13.801}}, {\"39058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-30 12:42:29.000000+00:00\", \"2020-11-20 17:06:40.000000+00:00\", \"2021-09-12 08:26:56.000000+00:00\", \"2020-04-05 19:40:52.000000+00:00\", \"2022-12-30 02:04:09.000000+00:00\", \"2021-12-25 17:21:03.000000+00:00\", \"2019-04-12 20:22:48.000000+00:00\", \"2019-12-19 16:10:26.000000+00:00\", \"2021-05-16 13:31:07.000000+00:00\", \"2021-04-11 06:22:27.000000+00:00\"], \"session_ids\": [\"d018d9a2-8e34-4108-96fc-990102399e4c\", \"396781b5-bc21-481b-a0bb-98161e0afd6d\", \"6c8d1397-c1cb-4062-8976-09e237efe7f4\", \"3cad015f-c432-4a11-8009-c84cc7bbe2a2\", \"e25188ff-1be2-43ae-ac79-332036168a32\", \"338989d1-fb3b-43d3-bd10-da41de9fbd4a\", \"a6150583-3a65-47b7-a408-052984954566\", \"27188bc7-779f-4474-94bb-680d62125c4b\", \"9726f722-06de-41a3-9585-a88d1e339751\", \"b27065c2-b266-454f-b54c-d72d5bd13a20\"], \"total_duration\": 3335.0, \"total_sessions\": 10, \"mean_week_duration\": 17.191}}]\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[{\"46764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-11-26 03:17:33.000000+00:00\", \"2020-03-28 18:22:51.000000+00:00\", \"2020-11-11 20:45:39.000000+00:00\", \"2022-08-04 21:47:01.000000+00:00\"], \"session_ids\": [\"1570f848-525d-4e8a-bf40-667b7d5dd777\", \"1925517e-74e0-431e-ae84-4b5deb1de49b\", \"b88ea0f1-991e-4c8f-a8cb-53a81702bfe8\", \"b2a197d7-6963-4506-a63e-3d8970ee94f1\"], \"total_duration\": 1946.0, \"total_sessions\": 4, \"mean_week_duration\": 13.801}}, {\"39058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-30 12:42:29.000000+00:00\", \"2020-11-20 17:06:40.000000+00:00\", \"2021-09-12 08:26:56.000000+00:00\", \"2020-04-05 19:40:52.000000+00:00\", \"2022-12-30 02:04:09.000000+00:00\", \"2021-12-25 17:21:03.000000+00:00\", \"2019-04-12 20:22:48.000000+00:00\", \"2019-12-19 16:10:26.000000+00:00\", \"2021-05-16 13:31:07.000000+00:00\", \"2021-04-11 06:22:27.000000+00:00\"], \"session_ids\": [\"d018d9a2-8e34-4108-96fc-990102399e4c\", \"396781b5-bc21-481b-a0bb-98161e0afd6d\", \"6c8d1397-c1cb-4062-8976-09e237efe7f4\", \"3cad015f-c432-4a11-8009-c84cc7bbe2a2\", \"e25188ff-1be2-43ae-ac79-332036168a32\", \"338989d1-fb3b-43d3-bd10-da41de9fbd4a\", \"a6150583-3a65-47b7-a408-052984954566\", \"27188bc7-779f-4474-94bb-680d62125c4b\", \"9726f722-06de-41a3-9585-a88d1e339751\", \"b27065c2-b266-454f-b54c-d72d5bd13a20\"], \"total_duration\": 3335.0, \"total_sessions\": 10, \"mean_week_duration\": 17.191}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 3 users whose sum of sessions is smaller than 2 ( not including) additionaly put to use sorting by site usage time per week from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70932\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-16 06:34:35.000000+00:00\", \"2022-12-02 21:25:18.000000+00:00\"], \"session_ids\": [\"f2541783-272e-4137-b2dd-b48112fd2dc4\", \"a0b1dace-bbab-410a-9d52-f185f3ebb423\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.558}, \"54381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-24 02:07:33.000000+00:00\", \"2023-02-16 20:26:44.000000+00:00\"], \"session_ids\": [\"c0ab3308-8484-427d-b13c-06093c473e72\", \"91d4f01f-566f-401e-9347-a444fc2d2b5b\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 7.7}, \"75657\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-16 01:43:19.000000+00:00\", \"2021-01-07 20:57:45.000000+00:00\", \"2019-01-21 06:08:45.000000+00:00\", \"2021-03-03 22:39:13.000000+00:00\", \"2020-10-22 01:07:58.000000+00:00\", \"2022-08-19 23:40:46.000000+00:00\", \"2022-03-28 21:46:07.000000+00:00\", \"2022-11-20 11:17:42.000000+00:00\", \"2022-04-22 03:18:32.000000+00:00\", \"2019-02-02 05:13:35.000000+00:00\"], \"session_ids\": [\"9c1ed27d-2edc-49f1-87ce-61ee572c5134\", \"9e0099f0-93a1-4b6c-8514-a2533c377f0d\", \"1090fee7-d280-406c-993b-cb4717480002\", \"a2c57be9-6411-4859-b321-4da46d9ad76e\", \"2bd65c96-0d5c-44dc-ae45-3e74743f3d9a\", \"66fddfdf-8b29-43a1-8ab6-b83f53ae9ead\", \"418f461a-0a25-4a4a-a6a2-7ed9b3d142b4\", \"ca61b5d8-999b-4824-aada-0255c8c73f9d\", \"8ac0721a-9c8e-4203-bc55-8fe148f4236a\", \"0eb9bef2-39a1-4937-9369-b651b3a8adaa\"], \"total_duration\": 164.0, \"total_sessions\": 10, \"mean_week_duration\": 0.82}, \"3086\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-05-22 10:12:06.000000+00:00\", \"2022-12-23 17:55:38.000000+00:00\", \"2019-07-15 22:03:09.000000+00:00\"], \"session_ids\": [\"7bcdf3d9-f0d1-47b1-ba8d-3874da81ba8a\", \"dfecd443-a673-4659-a515-a8da5df509ce\", \"fff7abd8-1358-4938-bbcf-017a1aebc338\"], \"total_duration\": 260.0, \"total_sessions\": 3, \"mean_week_duration\": 1.444}, \"54941\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-17 20:52:29.000000+00:00\", \"2020-10-06 17:33:28.000000+00:00\"], \"session_ids\": [\"a880d9e7-5d50-4398-8b4b-83306dd7a716\", \"5741a082-d044-448e-b77b-b65b6526bf3c\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 72.0}, \"81440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-19 20:02:43.000000+00:00\", \"2020-05-26 09:00:13.000000+00:00\", \"2022-09-06 21:46:53.000000+00:00\", \"2019-01-10 20:01:36.000000+00:00\", \"2021-05-07 00:39:45.000000+00:00\", \"2022-04-03 04:13:00.000000+00:00\", \"2020-01-22 23:42:25.000000+00:00\", \"2020-09-08 01:02:54.000000+00:00\", \"2023-03-29 10:04:21.000000+00:00\"], \"session_ids\": [\"d0f91abc-91fd-4fb1-b4cc-451207ea97df\", \"60a3dd9e-0e04-4a7c-bb83-5f9666d64e41\", \"5993c9d3-963a-4a51-a565-426ab0c8243e\", \"54ef6cec-eec2-4fca-b7f7-957ea6eb32c4\", \"f69dcc20-7bcf-40c5-a98a-a9f2cce149a4\", \"8b23f893-557f-433c-9e6c-1b46c20512d7\", \"1f97b1d2-5e05-4fd1-b26f-cea3a2779899\", \"293ca76d-288e-4611-b25c-a7bad0e0312d\", \"448de338-1fb6-49f5-ba05-85fcdb7bada5\"], \"total_duration\": 3878.0, \"total_sessions\": 9, \"mean_week_duration\": 17.627}, \"31944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-12 17:54:41.000000+00:00\", \"2021-04-04 12:41:11.000000+00:00\"], \"session_ids\": [\"9c0ec2a3-8ea7-4b01-89fd-1be627bb27d0\", \"71f8dacc-6388-4e95-baa1-19d03dbf348a\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 48.0}, \"16041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-25 17:38:38.000000+00:00\", \"2021-11-18 08:01:41.000000+00:00\", \"2019-01-12 14:43:41.000000+00:00\", \"2019-10-24 15:34:27.000000+00:00\"], \"session_ids\": [\"027bd4d1-88f8-4b39-84aa-1c534cdcf754\", \"eee0c76e-b548-49cb-83d6-60e4c715a4c6\", \"89c37391-f836-40a3-b2e2-fa58601c8854\", \"7c633001-d9e3-4188-81b8-594b16265370\"], \"total_duration\": 493.0, \"total_sessions\": 4, \"mean_week_duration\": 2.382}, \"17092\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-09-25 15:59:52.000000+00:00\", \"2022-03-11 19:02:34.000000+00:00\"], \"session_ids\": [\"0ccc4ee5-307b-452c-95dc-1fa09512ea0e\", \"e049da53-f4bf-4c7c-88f9-05af6a4612d4\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.047}, \"74202\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-29 16:01:10.000000+00:00\", \"2022-10-21 19:14:48.000000+00:00\", \"2019-08-25 07:19:14.000000+00:00\", \"2022-06-01 23:13:34.000000+00:00\"], \"session_ids\": [\"87cf65a4-91b8-4c1c-9e82-24a4828e86d1\", \"6cc4867b-e607-45a2-9ac6-a6d2ae9cef4f\", \"41281b11-ca79-4084-8aa4-01eff762f85e\", \"46a14d79-1a6a-4e55-a28a-41686bcbec1c\"], \"total_duration\": 730.0, \"total_sessions\": 4, \"mean_week_duration\": 4.424}}\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, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 5 users who have total duration amount less than 3453 (not including) and greater than 1908 (not including) , moreover do sorting by town naming ascending , provide me only with 4 pieces of information."
}
] |
[
{
"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{\"15963\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-27 22:36:12.000000+00:00\", \"2022-11-14 20:03:48.000000+00:00\", \"2021-05-19 06:24:55.000000+00:00\", \"2023-02-06 19:52:59.000000+00:00\", \"2020-12-22 14:11:52.000000+00:00\"], \"session_ids\": [\"59c123a7-6411-4993-bc1f-8f02ed43e07f\", \"40cf2f07-8eb5-4c55-a2ab-d74d085321bf\", \"cf566b6e-c890-4d3e-bc50-dd7c2012cd39\", \"5ee96360-8317-4d25-87be-b23fcd228c91\", \"0838661d-dfcd-42d7-8115-35d6820ed8ed\"], \"total_duration\": 316.0, \"total_sessions\": 5, \"mean_week_duration\": 2.469}, \"92932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-06-04 18:43:39.000000+00:00\", \"2022-01-27 21:49:08.000000+00:00\"], \"session_ids\": [\"b14a5dee-2724-4fa1-8463-f4d638c7f824\", \"8f54f810-373a-434a-95b0-ecf8c815794c\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.802}, \"50593\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-02 07:08:57.000000+00:00\", \"2019-01-19 21:04:32.000000+00:00\"], \"session_ids\": [\"0659d01c-eede-4e08-958a-f33bf82d76c7\", \"5613fdad-8021-4fdc-8baa-d9af83ffafa6\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.223}, \"70475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-12 11:18:09.000000+00:00\", \"2023-01-03 15:48:24.000000+00:00\"], \"session_ids\": [\"3c56c4f0-8618-45b4-bc8d-b29b35085f24\", \"1bcea19a-4d1d-44ae-8c2f-7be027808453\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"47142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-14 09:31:31.000000+00:00\", \"2023-02-19 11:52:32.000000+00:00\", \"2020-02-09 02:34:53.000000+00:00\", \"2022-04-22 01:06:04.000000+00:00\"], \"session_ids\": [\"25da7445-7fcf-4418-92b3-a20565920bdb\", \"d3636909-a0b9-407b-891f-22591e8c897c\", \"94c93aa8-2cfc-4e53-9d32-43ba2d1ae843\", \"6cfcddc2-fd86-4e36-93a3-80b6a71d0d02\"], \"total_duration\": 1385.0, \"total_sessions\": 4, \"mean_week_duration\": 8.766}, \"76267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-14 02:03:40.000000+00:00\", \"2020-07-09 17:45:00.000000+00:00\", \"2021-11-06 16:21:25.000000+00:00\"], \"session_ids\": [\"568216aa-9d4c-4fa9-a1a3-95def7944ae6\", \"5fbf0c75-b928-4371-850a-5dc2adc751eb\", \"3057e54c-8b08-4095-a524-49d5fc202799\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 1.439}, \"5914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-11 18:24:21.000000+00:00\", \"2020-01-07 21:59:35.000000+00:00\", \"2019-10-20 21:36:58.000000+00:00\", \"2023-06-15 05:29:14.000000+00:00\", \"2020-03-23 11:27:42.000000+00:00\", \"2019-12-17 07:10:19.000000+00:00\", \"2022-10-25 17:23:51.000000+00:00\", \"2019-03-24 13:08:08.000000+00:00\", \"2020-10-13 16:18:12.000000+00:00\", \"2021-02-10 23:50:51.000000+00:00\", \"2022-03-05 18:10:39.000000+00:00\"], \"session_ids\": [\"a3a27190-7c5f-4ece-b9ba-a51514459fe8\", \"c38ab22f-9386-4cf7-b9bb-1a15f17faf5b\", \"b14384fd-7f60-459e-a5a5-6efae3e9f7bd\", \"3805929a-0525-4ce1-92b1-c110d67ae7fc\", \"4ae454c9-1be7-4302-9608-fc646d8a5b72\", \"42049b04-4232-40d7-a775-6dae9936ef9d\", \"93c5ef28-cd4f-4f2e-8279-56fa33cd01e4\", \"d362e79a-fadc-4832-8267-09058c9ebeb7\", \"178a8b73-65ec-4d81-bcb6-12c3a78c0067\", \"a7e60066-04fd-493b-8566-1efc4ce299b5\", \"4a335a94-dc9a-45b7-83ae-e5ddbdd1dfc9\"], \"total_duration\": 676.0, \"total_sessions\": 11, \"mean_week_duration\": 3.059}, \"14380\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-23 09:22:51.000000+00:00\", \"2021-10-02 22:06:30.000000+00:00\", \"2021-10-10 02:55:40.000000+00:00\"], \"session_ids\": [\"215a4a59-bc66-43c8-974b-86347d12ac89\", \"c7b91863-b56b-4c6f-9677-c4cc63cd61f5\", \"aa93b9fd-3b43-48e9-a9a0-868a2c5404c6\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 12.87}, \"29040\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-11 11:15:08.000000+00:00\", \"2023-01-09 06:23:03.000000+00:00\"], \"session_ids\": [\"d41452a5-0e2d-45c7-a9b1-153e9b9fe595\", \"43c5f248-e589-4c00-9850-d1157f4f2687\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 1.644}, \"97964\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-14 19:00:28.000000+00:00\", \"2019-05-05 18:39:57.000000+00:00\"], \"session_ids\": [\"8cf8ecd5-0377-4c5a-a399-8593f8957215\", \"03c85ef6-d1de-40a9-8587-beb42569ca1a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.016}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 1908 and are less than 3453"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1908, 3453]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 2 users who have total_sessions exactly 4 , moreover sort by time in app desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88587\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-23 20:51:53.000000+00:00\", \"2021-09-25 08:00:33.000000+00:00\", \"2023-02-24 10:37:12.000000+00:00\"], \"session_ids\": [\"d659ee5a-05ac-41ca-a8e7-9a8ea0c79794\", \"c31eb7d4-7b55-42e4-b680-78493338e23d\", \"7e9fa391-3f86-4e26-9800-6dcdd1132090\"], \"total_duration\": 701.0, \"total_sessions\": 3, \"mean_week_duration\": 3.354}, \"9540\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-30 22:02:55.000000+00:00\", \"2021-06-24 03:17:32.000000+00:00\", \"2020-01-19 13:15:00.000000+00:00\"], \"session_ids\": [\"7725badd-cd79-4d0e-b6f6-1c5cfe023701\", \"afdc8a5f-f3ef-48cf-83d3-3a7721a01876\", \"f89dd2aa-b9a0-43ce-b9f2-a4d85aeefa9a\"], \"total_duration\": 658.0, \"total_sessions\": 3, \"mean_week_duration\": 6.58}, \"26912\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-21 03:18:49.000000+00:00\", \"2019-04-30 21:26:22.000000+00:00\", \"2019-09-07 06:16:56.000000+00:00\"], \"session_ids\": [\"0f6c5769-e00e-4271-8f40-51afae00411a\", \"c31e449e-0413-4cc2-9396-0449ca45b772\", \"55625034-3094-4ca1-9224-82ff0046a85a\"], \"total_duration\": 827.0, \"total_sessions\": 3, \"mean_week_duration\": 4.78}, \"88530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-25 14:38:03.000000+00:00\", \"2022-04-21 19:31:49.000000+00:00\", \"2019-05-26 07:06:40.000000+00:00\"], \"session_ids\": [\"756a4ac3-3e26-49d8-a97c-1227e796b57f\", \"4269ad10-44cf-4850-a72b-77af39932b74\", \"36460b88-5aed-4a0f-bbdf-e3b5a5718259\"], \"total_duration\": 991.0, \"total_sessions\": 3, \"mean_week_duration\": 6.52}, \"20584\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 7}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-12 20:35:59.000000+00:00\", \"2020-08-13 13:10:35.000000+00:00\"], \"session_ids\": [\"5369dd16-6c6d-40fc-845e-4d70f7c051a6\", \"e370a5d3-df4a-41f6-95c8-5b1594ede1c3\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 1.586}, \"76655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-18 05:16:37.000000+00:00\", \"2021-10-05 22:26:38.000000+00:00\", \"2022-05-26 02:06:09.000000+00:00\", \"2020-10-22 05:58:06.000000+00:00\"], \"session_ids\": [\"afe2cced-a5b9-4998-95f8-6052d6c6d366\", \"70333d27-842b-4142-a221-13af32719422\", \"65e75f55-6f68-46a6-990e-0bdf2b8ae603\", \"dbbe671f-3d6c-4869-91e0-7c2457502720\"], \"total_duration\": 1509.0, \"total_sessions\": 4, \"mean_week_duration\": 18.181}, \"56533\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-03-26 17:47:53.000000+00:00\", \"2022-12-07 13:36:36.000000+00:00\", \"2023-01-20 13:42:32.000000+00:00\"], \"session_ids\": [\"eda6cdee-84a3-4125-99c4-cc73b9f2459c\", \"062ecd62-8fc8-4b58-9f21-115f117cd989\", \"87039f18-54be-4d85-8c23-6a0d34cbdfc1\"], \"total_duration\": 693.0, \"total_sessions\": 3, \"mean_week_duration\": 7.295}, \"13579\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-09 00:44:34.000000+00:00\", \"2022-11-26 04:04:51.000000+00:00\"], \"session_ids\": [\"c5b49fc4-a02d-489b-8db7-8bdd6845b77d\", \"3e993481-c27a-461e-9193-853413cab705\"], \"total_duration\": 415.0, \"total_sessions\": 2, \"mean_week_duration\": 2.139}, \"71125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-13 01:30:35.000000+00:00\", \"2023-01-11 14:23:11.000000+00:00\"], \"session_ids\": [\"b4d32e2f-a863-466f-a7c5-01011dd29324\", \"6ad366c2-40fd-4e1d-b5bf-8bc2de44e716\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 8.457}, \"92884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2022-02-05 23:03:08.000000+00:00\", \"2021-08-06 03:25:32.000000+00:00\"], \"session_ids\": [\"0e3cb5ec-3dab-4539-a33d-805c9650df3a\", \"189f205b-2a0d-4e2a-ad31-1ea2772f4a09\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 15.407}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[4, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-18 05:16:37.000000+00:00\", \"2021-10-05 22:26:38.000000+00:00\", \"2022-05-26 02:06:09.000000+00:00\", \"2020-10-22 05:58:06.000000+00:00\"], \"session_ids\": [\"afe2cced-a5b9-4998-95f8-6052d6c6d366\", \"70333d27-842b-4142-a221-13af32719422\", \"65e75f55-6f68-46a6-990e-0bdf2b8ae603\", \"dbbe671f-3d6c-4869-91e0-7c2457502720\"], \"total_duration\": 1509.0, \"total_sessions\": 4, \"mean_week_duration\": 18.181}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-18 05:16:37.000000+00:00\", \"2021-10-05 22:26:38.000000+00:00\", \"2022-05-26 02:06:09.000000+00:00\", \"2020-10-22 05:58:06.000000+00:00\"], \"session_ids\": [\"afe2cced-a5b9-4998-95f8-6052d6c6d366\", \"70333d27-842b-4142-a221-13af32719422\", \"65e75f55-6f68-46a6-990e-0bdf2b8ae603\", \"dbbe671f-3d6c-4869-91e0-7c2457502720\"], \"total_duration\": 1509.0, \"total_sessions\": 4, \"mean_week_duration\": 18.181}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-18 05:16:37.000000+00:00\", \"2021-10-05 22:26:38.000000+00:00\", \"2022-05-26 02:06:09.000000+00:00\", \"2020-10-22 05:58:06.000000+00:00\"], \"session_ids\": [\"afe2cced-a5b9-4998-95f8-6052d6c6d366\", \"70333d27-842b-4142-a221-13af32719422\", \"65e75f55-6f68-46a6-990e-0bdf2b8ae603\", \"dbbe671f-3d6c-4869-91e0-7c2457502720\"], \"total_duration\": 1509.0, \"total_sessions\": 4, \"mean_week_duration\": 18.181}}]\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[{\"76655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-18 05:16:37.000000+00:00\", \"2021-10-05 22:26:38.000000+00:00\", \"2022-05-26 02:06:09.000000+00:00\", \"2020-10-22 05:58:06.000000+00:00\"], \"session_ids\": [\"afe2cced-a5b9-4998-95f8-6052d6c6d366\", \"70333d27-842b-4142-a221-13af32719422\", \"65e75f55-6f68-46a6-990e-0bdf2b8ae603\", \"dbbe671f-3d6c-4869-91e0-7c2457502720\"], \"total_duration\": 1509.0, \"total_sessions\": 4, \"mean_week_duration\": 18.181}}]\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 7 users who don't live in city Manila also put to use sorting by town center name from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-16 10:02:27.000000+00:00\", \"2021-07-13 01:18:32.000000+00:00\"], \"session_ids\": [\"1d455aff-8d50-4151-bb54-d33660a2a8be\", \"db48d6f5-1bbf-49f8-b546-c6f217d4d6cf\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 19.222}, \"32632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-09 18:02:15.000000+00:00\", \"2023-01-05 14:33:46.000000+00:00\", \"2021-05-12 20:33:05.000000+00:00\", \"2019-07-11 22:52:08.000000+00:00\", \"2021-05-17 21:37:39.000000+00:00\", \"2021-01-03 00:22:01.000000+00:00\"], \"session_ids\": [\"76357c87-d5b6-404b-80b7-5820a227d83b\", \"3f58ee3a-dd9b-46c4-8081-fc92f710f707\", \"a03b1ab5-4ba4-4343-acf2-49aa4198cb6d\", \"e73de79c-4d84-4ccf-84bb-8fedefb4dca0\", \"fbdd423e-8d80-4332-a137-baecc3f72a84\", \"81b82433-c579-4854-88cf-d94911b8cce1\"], \"total_duration\": 969.0, \"total_sessions\": 6, \"mean_week_duration\": 5.324}, \"67707\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-18 05:13:00.000000+00:00\", \"2020-06-12 16:01:31.000000+00:00\"], \"session_ids\": [\"ebb1fd8a-f7ff-4ac9-b07c-7fddb68aee19\", \"129b91b0-d441-4fc8-904b-4d54b6900732\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.172}, \"3206\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-13 00:29:56.000000+00:00\", \"2022-10-30 15:17:06.000000+00:00\"], \"session_ids\": [\"68cc7fb5-d3c2-4bfb-8633-edd3f896a976\", \"6445291a-b107-429d-ac12-7135790f1366\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 52.857}, \"98038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-25 14:15:08.000000+00:00\", \"2020-05-11 02:24:24.000000+00:00\"], \"session_ids\": [\"e218d94b-c6b3-472a-94e2-97e4244fa96c\", \"6446707a-4106-4b52-8d0d-911d84a006a1\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.708}, \"15201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-15 09:40:00.000000+00:00\", \"2019-07-27 22:08:18.000000+00:00\", \"2021-08-24 21:19:15.000000+00:00\", \"2019-02-16 12:06:30.000000+00:00\", \"2022-07-05 03:39:00.000000+00:00\", \"2022-10-05 12:34:34.000000+00:00\"], \"session_ids\": [\"a9b496a0-a546-4ba9-946e-16b2fc79f2d1\", \"9060dbb1-1ac3-4f34-80d9-b29dfe2154a1\", \"8eb550d0-f084-44b3-8759-7beb652d5d2e\", \"9e5dff03-3bcc-4136-ac62-48da1b1b16ca\", \"1720b00e-be53-4c81-8f0d-ae3161f4029f\", \"d2c859db-f51e-443c-b9ea-0ae97e4b8bc7\"], \"total_duration\": 5811.0, \"total_sessions\": 6, \"mean_week_duration\": 30.584}, \"79643\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-14 11:54:05.000000+00:00\", \"2021-05-13 14:37:07.000000+00:00\"], \"session_ids\": [\"e1832e45-f53f-45d1-bf45-0a2ee6c4e575\", \"17a405f3-750a-4660-ae8d-0530f6875a4a\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.596}, \"66256\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-05 08:20:16.000000+00:00\", \"2021-05-10 20:47:34.000000+00:00\"], \"session_ids\": [\"812754f5-4051-43e4-99b1-cf375e21e126\", \"c5bc6168-5ae6-4aec-9ea5-64274e0553c5\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}, \"66702\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-02-13 21:06:44.000000+00:00\", \"2020-10-12 04:16:04.000000+00:00\", \"2021-02-12 19:00:55.000000+00:00\", \"2023-04-30 14:07:58.000000+00:00\", \"2020-12-17 04:14:02.000000+00:00\", \"2022-06-17 03:11:42.000000+00:00\", \"2019-01-13 16:25:25.000000+00:00\"], \"session_ids\": [\"c6e133b9-07db-4e00-b330-3aca06616bff\", \"d1dd7753-4fc4-42e2-bb4b-9fda4bc1cd05\", \"cc69f9e8-2f6e-474a-bbf8-35dc393a128f\", \"129abff3-e69b-47da-8880-bbd7a6fbfaa4\", \"16986754-84cb-45d0-bc04-bcb997b245ff\", \"6f5613cc-e825-4381-8bfa-e88198513d83\", \"143b8209-e111-4070-b387-7f91da988a71\"], \"total_duration\": 4617.0, \"total_sessions\": 7, \"mean_week_duration\": 20.612}, \"14310\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-29 23:36:02.000000+00:00\", \"2019-06-24 03:42:55.000000+00:00\"], \"session_ids\": [\"fbc01c31-9eb1-472c-93d3-57b972b856d3\", \"17740de6-03ca-4791-9f7b-41be9a034325\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Manila"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Manila\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-16 10:02:27.000000+00:00\", \"2021-07-13 01:18:32.000000+00:00\"], \"session_ids\": [\"1d455aff-8d50-4151-bb54-d33660a2a8be\", \"db48d6f5-1bbf-49f8-b546-c6f217d4d6cf\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 19.222}, \"32632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-09 18:02:15.000000+00:00\", \"2023-01-05 14:33:46.000000+00:00\", \"2021-05-12 20:33:05.000000+00:00\", \"2019-07-11 22:52:08.000000+00:00\", \"2021-05-17 21:37:39.000000+00:00\", \"2021-01-03 00:22:01.000000+00:00\"], \"session_ids\": [\"76357c87-d5b6-404b-80b7-5820a227d83b\", \"3f58ee3a-dd9b-46c4-8081-fc92f710f707\", \"a03b1ab5-4ba4-4343-acf2-49aa4198cb6d\", \"e73de79c-4d84-4ccf-84bb-8fedefb4dca0\", \"fbdd423e-8d80-4332-a137-baecc3f72a84\", \"81b82433-c579-4854-88cf-d94911b8cce1\"], \"total_duration\": 969.0, \"total_sessions\": 6, \"mean_week_duration\": 5.324}, \"67707\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-18 05:13:00.000000+00:00\", \"2020-06-12 16:01:31.000000+00:00\"], \"session_ids\": [\"ebb1fd8a-f7ff-4ac9-b07c-7fddb68aee19\", \"129b91b0-d441-4fc8-904b-4d54b6900732\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.172}, \"3206\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-13 00:29:56.000000+00:00\", \"2022-10-30 15:17:06.000000+00:00\"], \"session_ids\": [\"68cc7fb5-d3c2-4bfb-8633-edd3f896a976\", \"6445291a-b107-429d-ac12-7135790f1366\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 52.857}, \"98038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-25 14:15:08.000000+00:00\", \"2020-05-11 02:24:24.000000+00:00\"], \"session_ids\": [\"e218d94b-c6b3-472a-94e2-97e4244fa96c\", \"6446707a-4106-4b52-8d0d-911d84a006a1\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.708}, \"15201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-15 09:40:00.000000+00:00\", \"2019-07-27 22:08:18.000000+00:00\", \"2021-08-24 21:19:15.000000+00:00\", \"2019-02-16 12:06:30.000000+00:00\", \"2022-07-05 03:39:00.000000+00:00\", \"2022-10-05 12:34:34.000000+00:00\"], \"session_ids\": [\"a9b496a0-a546-4ba9-946e-16b2fc79f2d1\", \"9060dbb1-1ac3-4f34-80d9-b29dfe2154a1\", \"8eb550d0-f084-44b3-8759-7beb652d5d2e\", \"9e5dff03-3bcc-4136-ac62-48da1b1b16ca\", \"1720b00e-be53-4c81-8f0d-ae3161f4029f\", \"d2c859db-f51e-443c-b9ea-0ae97e4b8bc7\"], \"total_duration\": 5811.0, \"total_sessions\": 6, \"mean_week_duration\": 30.584}, \"79643\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-14 11:54:05.000000+00:00\", \"2021-05-13 14:37:07.000000+00:00\"], \"session_ids\": [\"e1832e45-f53f-45d1-bf45-0a2ee6c4e575\", \"17a405f3-750a-4660-ae8d-0530f6875a4a\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.596}, \"66256\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-05 08:20:16.000000+00:00\", \"2021-05-10 20:47:34.000000+00:00\"], \"session_ids\": [\"812754f5-4051-43e4-99b1-cf375e21e126\", \"c5bc6168-5ae6-4aec-9ea5-64274e0553c5\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}, \"14310\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-29 23:36:02.000000+00:00\", \"2019-06-24 03:42:55.000000+00:00\"], \"session_ids\": [\"fbc01c31-9eb1-472c-93d3-57b972b856d3\", \"17740de6-03ca-4791-9f7b-41be9a034325\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}}\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[{\"15201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-15 09:40:00.000000+00:00\", \"2019-07-27 22:08:18.000000+00:00\", \"2021-08-24 21:19:15.000000+00:00\", \"2019-02-16 12:06:30.000000+00:00\", \"2022-07-05 03:39:00.000000+00:00\", \"2022-10-05 12:34:34.000000+00:00\"], \"session_ids\": [\"a9b496a0-a546-4ba9-946e-16b2fc79f2d1\", \"9060dbb1-1ac3-4f34-80d9-b29dfe2154a1\", \"8eb550d0-f084-44b3-8759-7beb652d5d2e\", \"9e5dff03-3bcc-4136-ac62-48da1b1b16ca\", \"1720b00e-be53-4c81-8f0d-ae3161f4029f\", \"d2c859db-f51e-443c-b9ea-0ae97e4b8bc7\"], \"total_duration\": 5811.0, \"total_sessions\": 6, \"mean_week_duration\": 30.584}}, {\"79643\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-14 11:54:05.000000+00:00\", \"2021-05-13 14:37:07.000000+00:00\"], \"session_ids\": [\"e1832e45-f53f-45d1-bf45-0a2ee6c4e575\", \"17a405f3-750a-4660-ae8d-0530f6875a4a\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.596}}, {\"43876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-16 10:02:27.000000+00:00\", \"2021-07-13 01:18:32.000000+00:00\"], \"session_ids\": [\"1d455aff-8d50-4151-bb54-d33660a2a8be\", \"db48d6f5-1bbf-49f8-b546-c6f217d4d6cf\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 19.222}}, {\"66256\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-05 08:20:16.000000+00:00\", \"2021-05-10 20:47:34.000000+00:00\"], \"session_ids\": [\"812754f5-4051-43e4-99b1-cf375e21e126\", \"c5bc6168-5ae6-4aec-9ea5-64274e0553c5\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}}, {\"3206\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-13 00:29:56.000000+00:00\", \"2022-10-30 15:17:06.000000+00:00\"], \"session_ids\": [\"68cc7fb5-d3c2-4bfb-8633-edd3f896a976\", \"6445291a-b107-429d-ac12-7135790f1366\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 52.857}}, {\"32632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-09 18:02:15.000000+00:00\", \"2023-01-05 14:33:46.000000+00:00\", \"2021-05-12 20:33:05.000000+00:00\", \"2019-07-11 22:52:08.000000+00:00\", \"2021-05-17 21:37:39.000000+00:00\", \"2021-01-03 00:22:01.000000+00:00\"], \"session_ids\": [\"76357c87-d5b6-404b-80b7-5820a227d83b\", \"3f58ee3a-dd9b-46c4-8081-fc92f710f707\", \"a03b1ab5-4ba4-4343-acf2-49aa4198cb6d\", \"e73de79c-4d84-4ccf-84bb-8fedefb4dca0\", \"fbdd423e-8d80-4332-a137-baecc3f72a84\", \"81b82433-c579-4854-88cf-d94911b8cce1\"], \"total_duration\": 969.0, \"total_sessions\": 6, \"mean_week_duration\": 5.324}}, {\"67707\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-18 05:13:00.000000+00:00\", \"2020-06-12 16:01:31.000000+00:00\"], \"session_ids\": [\"ebb1fd8a-f7ff-4ac9-b07c-7fddb68aee19\", \"129b91b0-d441-4fc8-904b-4d54b6900732\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.172}}, {\"98038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-25 14:15:08.000000+00:00\", \"2020-05-11 02:24:24.000000+00:00\"], \"session_ids\": [\"e218d94b-c6b3-472a-94e2-97e4244fa96c\", \"6446707a-4106-4b52-8d0d-911d84a006a1\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.708}}, {\"14310\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-29 23:36:02.000000+00:00\", \"2019-06-24 03:42:55.000000+00:00\"], \"session_ids\": [\"fbc01c31-9eb1-472c-93d3-57b972b856d3\", \"17740de6-03ca-4791-9f7b-41be9a034325\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-15 09:40:00.000000+00:00\", \"2019-07-27 22:08:18.000000+00:00\", \"2021-08-24 21:19:15.000000+00:00\", \"2019-02-16 12:06:30.000000+00:00\", \"2022-07-05 03:39:00.000000+00:00\", \"2022-10-05 12:34:34.000000+00:00\"], \"session_ids\": [\"a9b496a0-a546-4ba9-946e-16b2fc79f2d1\", \"9060dbb1-1ac3-4f34-80d9-b29dfe2154a1\", \"8eb550d0-f084-44b3-8759-7beb652d5d2e\", \"9e5dff03-3bcc-4136-ac62-48da1b1b16ca\", \"1720b00e-be53-4c81-8f0d-ae3161f4029f\", \"d2c859db-f51e-443c-b9ea-0ae97e4b8bc7\"], \"total_duration\": 5811.0, \"total_sessions\": 6, \"mean_week_duration\": 30.584}}, {\"79643\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-14 11:54:05.000000+00:00\", \"2021-05-13 14:37:07.000000+00:00\"], \"session_ids\": [\"e1832e45-f53f-45d1-bf45-0a2ee6c4e575\", \"17a405f3-750a-4660-ae8d-0530f6875a4a\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.596}}, {\"43876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-16 10:02:27.000000+00:00\", \"2021-07-13 01:18:32.000000+00:00\"], \"session_ids\": [\"1d455aff-8d50-4151-bb54-d33660a2a8be\", \"db48d6f5-1bbf-49f8-b546-c6f217d4d6cf\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 19.222}}, {\"66256\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-05 08:20:16.000000+00:00\", \"2021-05-10 20:47:34.000000+00:00\"], \"session_ids\": [\"812754f5-4051-43e4-99b1-cf375e21e126\", \"c5bc6168-5ae6-4aec-9ea5-64274e0553c5\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}}, {\"3206\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-13 00:29:56.000000+00:00\", \"2022-10-30 15:17:06.000000+00:00\"], \"session_ids\": [\"68cc7fb5-d3c2-4bfb-8633-edd3f896a976\", \"6445291a-b107-429d-ac12-7135790f1366\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 52.857}}, {\"32632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-09 18:02:15.000000+00:00\", \"2023-01-05 14:33:46.000000+00:00\", \"2021-05-12 20:33:05.000000+00:00\", \"2019-07-11 22:52:08.000000+00:00\", \"2021-05-17 21:37:39.000000+00:00\", \"2021-01-03 00:22:01.000000+00:00\"], \"session_ids\": [\"76357c87-d5b6-404b-80b7-5820a227d83b\", \"3f58ee3a-dd9b-46c4-8081-fc92f710f707\", \"a03b1ab5-4ba4-4343-acf2-49aa4198cb6d\", \"e73de79c-4d84-4ccf-84bb-8fedefb4dca0\", \"fbdd423e-8d80-4332-a137-baecc3f72a84\", \"81b82433-c579-4854-88cf-d94911b8cce1\"], \"total_duration\": 969.0, \"total_sessions\": 6, \"mean_week_duration\": 5.324}}, {\"67707\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-18 05:13:00.000000+00:00\", \"2020-06-12 16:01:31.000000+00:00\"], \"session_ids\": [\"ebb1fd8a-f7ff-4ac9-b07c-7fddb68aee19\", \"129b91b0-d441-4fc8-904b-4d54b6900732\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.172}}]\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[{\"15201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-15 09:40:00.000000+00:00\", \"2019-07-27 22:08:18.000000+00:00\", \"2021-08-24 21:19:15.000000+00:00\", \"2019-02-16 12:06:30.000000+00:00\", \"2022-07-05 03:39:00.000000+00:00\", \"2022-10-05 12:34:34.000000+00:00\"], \"session_ids\": [\"a9b496a0-a546-4ba9-946e-16b2fc79f2d1\", \"9060dbb1-1ac3-4f34-80d9-b29dfe2154a1\", \"8eb550d0-f084-44b3-8759-7beb652d5d2e\", \"9e5dff03-3bcc-4136-ac62-48da1b1b16ca\", \"1720b00e-be53-4c81-8f0d-ae3161f4029f\", \"d2c859db-f51e-443c-b9ea-0ae97e4b8bc7\"], \"total_duration\": 5811.0, \"total_sessions\": 6, \"mean_week_duration\": 30.584}}, {\"79643\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-14 11:54:05.000000+00:00\", \"2021-05-13 14:37:07.000000+00:00\"], \"session_ids\": [\"e1832e45-f53f-45d1-bf45-0a2ee6c4e575\", \"17a405f3-750a-4660-ae8d-0530f6875a4a\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.596}}, {\"43876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-16 10:02:27.000000+00:00\", \"2021-07-13 01:18:32.000000+00:00\"], \"session_ids\": [\"1d455aff-8d50-4151-bb54-d33660a2a8be\", \"db48d6f5-1bbf-49f8-b546-c6f217d4d6cf\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 19.222}}, {\"66256\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-05 08:20:16.000000+00:00\", \"2021-05-10 20:47:34.000000+00:00\"], \"session_ids\": [\"812754f5-4051-43e4-99b1-cf375e21e126\", \"c5bc6168-5ae6-4aec-9ea5-64274e0553c5\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}}, {\"3206\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-13 00:29:56.000000+00:00\", \"2022-10-30 15:17:06.000000+00:00\"], \"session_ids\": [\"68cc7fb5-d3c2-4bfb-8633-edd3f896a976\", \"6445291a-b107-429d-ac12-7135790f1366\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 52.857}}, {\"32632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-09 18:02:15.000000+00:00\", \"2023-01-05 14:33:46.000000+00:00\", \"2021-05-12 20:33:05.000000+00:00\", \"2019-07-11 22:52:08.000000+00:00\", \"2021-05-17 21:37:39.000000+00:00\", \"2021-01-03 00:22:01.000000+00:00\"], \"session_ids\": [\"76357c87-d5b6-404b-80b7-5820a227d83b\", \"3f58ee3a-dd9b-46c4-8081-fc92f710f707\", \"a03b1ab5-4ba4-4343-acf2-49aa4198cb6d\", \"e73de79c-4d84-4ccf-84bb-8fedefb4dca0\", \"fbdd423e-8d80-4332-a137-baecc3f72a84\", \"81b82433-c579-4854-88cf-d94911b8cce1\"], \"total_duration\": 969.0, \"total_sessions\": 6, \"mean_week_duration\": 5.324}}, {\"67707\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-18 05:13:00.000000+00:00\", \"2020-06-12 16:01:31.000000+00:00\"], \"session_ids\": [\"ebb1fd8a-f7ff-4ac9-b07c-7fddb68aee19\", \"129b91b0-d441-4fc8-904b-4d54b6900732\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.172}}]\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 6 users whose sessions summation is smaller than 6 and bigger than 5 + execute sorting by total_duration risingly."
}
] |
[
{
"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{\"71893\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-06-29 23:07:20.000000+00:00\", \"2022-12-04 16:00:36.000000+00:00\"], \"session_ids\": [\"683b026b-75fd-4837-b149-a5b16bb68ae2\", \"580331a6-30fe-4557-a4b6-2fd19dcf6645\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 2.031}, \"97913\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-01-02 23:37:49.000000+00:00\", \"2023-06-16 21:12:09.000000+00:00\", \"2021-01-02 00:48:48.000000+00:00\", \"2022-06-08 11:21:04.000000+00:00\"], \"session_ids\": [\"38c9b43f-0454-4e96-8328-997a17287112\", \"d2a1a85b-4ead-4ad3-9392-380d8f42db12\", \"9f9a9645-93d4-46d1-9959-ea791a99619f\", \"793061aa-2b41-4f24-9bd5-376d0426d0cb\"], \"total_duration\": 2057.0, \"total_sessions\": 4, \"mean_week_duration\": 16.07}, \"58667\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-08 06:18:23.000000+00:00\", \"2020-03-30 04:59:05.000000+00:00\", \"2022-02-01 11:13:47.000000+00:00\", \"2019-06-13 01:06:18.000000+00:00\", \"2023-01-24 15:20:00.000000+00:00\", \"2022-02-17 04:16:33.000000+00:00\", \"2021-06-28 08:01:04.000000+00:00\"], \"session_ids\": [\"a4f9f878-3d0f-4853-8387-e59cbba4d079\", \"3ac4c30e-05c1-40fe-9631-fab118bb7288\", \"fcd034b8-ca48-415b-89f9-db2607970c01\", \"8c59c25f-a4e2-47d9-a157-c38cbef17b74\", \"d13551bf-5951-4ee9-aad8-b0ea07b1c62c\", \"3f160f54-a355-4aac-8fae-a1e1b3d6e584\", \"5c6c3641-a8e6-40a5-ae2c-9fd9da1e7959\"], \"total_duration\": 7690.0, \"total_sessions\": 7, \"mean_week_duration\": 40.688}, \"94518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-03 18:30:18.000000+00:00\", \"2022-07-23 20:25:45.000000+00:00\"], \"session_ids\": [\"ddcc3204-81fc-45b2-9f1d-66b0cc86ab3c\", \"46b643ca-4ea9-43d5-bf1a-3a6a5afdf913\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 4.686}, \"8731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-12 18:19:31.000000+00:00\", \"2019-10-25 01:53:29.000000+00:00\", \"2022-02-11 03:20:52.000000+00:00\", \"2023-01-09 05:56:03.000000+00:00\"], \"session_ids\": [\"05ebeaf5-b014-4e6d-9601-d71e8f021495\", \"5930c540-c35e-47c1-8d37-274686bf787b\", \"c47a3438-3281-4217-a919-258a35ed458c\", \"ca230646-6b31-40b4-af7e-35e591470ada\"], \"total_duration\": 532.0, \"total_sessions\": 4, \"mean_week_duration\": 3.167}, \"13370\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-09 05:19:07.000000+00:00\", \"2019-12-12 03:32:19.000000+00:00\"], \"session_ids\": [\"a5e083fb-b348-454b-995e-179652f45010\", \"0a3f8999-21b0-4886-abc1-49bd9fe48476\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 1.852}, \"74964\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-19 15:59:45.000000+00:00\", \"2021-05-01 14:34:30.000000+00:00\", \"2021-03-02 11:47:22.000000+00:00\", \"2021-09-22 01:27:18.000000+00:00\", \"2021-09-30 03:55:05.000000+00:00\", \"2023-06-11 14:47:02.000000+00:00\", \"2020-11-15 23:02:54.000000+00:00\", \"2020-12-01 13:00:44.000000+00:00\"], \"session_ids\": [\"de37d6d8-17b0-4b7b-aba3-af2691d7fcb2\", \"05512bed-0018-4000-8c1f-c48aa2b221b7\", \"a464d2bf-eb30-4e68-9ce7-28f38238660b\", \"43521689-7d20-4449-aae1-33ddff92eaea\", \"19a778ac-0053-473e-aa92-d2c8fa344410\", \"29afbdb5-5f95-49d8-bf1a-cee1845abbb5\", \"f2710a39-f384-46f7-9478-2969b11e47e2\", \"251ce676-8694-46c0-8654-2fe69d914ad8\"], \"total_duration\": 8543.0, \"total_sessions\": 8, \"mean_week_duration\": 63.754}, \"37512\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-05-02 16:43:55.000000+00:00\", \"2022-01-15 22:47:28.000000+00:00\"], \"session_ids\": [\"ac2d097f-1242-4737-ba03-7017b4ba3d8d\", \"143067ff-ec16-4f95-b03e-915bb671a04c\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.401}, \"39203\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-08-07 23:58:12.000000+00:00\", \"2022-06-07 02:48:03.000000+00:00\", \"2022-01-19 22:18:27.000000+00:00\"], \"session_ids\": [\"60153aaa-cb6e-4e4c-bba1-61e7ada2bc68\", \"6c16690c-1152-4f56-90c1-fc7aac487d6b\", \"a9ae3b95-9af2-4d2e-bec0-a48f17eb5da1\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 2.406}, \"44117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-29 02:52:40.000000+00:00\", \"2020-03-14 08:22:19.000000+00:00\", \"2021-02-04 09:43:16.000000+00:00\", \"2023-04-27 20:19:48.000000+00:00\", \"2020-04-07 17:51:10.000000+00:00\", \"2023-04-07 05:09:49.000000+00:00\"], \"session_ids\": [\"9e88e89e-96cc-4c5e-b553-6de013736b18\", \"22277485-8555-42f6-ba85-7aa49a8c342a\", \"01ee574f-4e41-48f4-abef-f037a0ebb412\", \"ced6c383-2e6a-4a9b-ae4b-486617e67ec1\", \"3e562547-a362-416d-a783-38483dfb67c5\", \"ba6de8b8-65ad-498c-b4b5-49ece2c6048e\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"mean_week_duration\": 0.362}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 5 and are equal or less than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-29 02:52:40.000000+00:00\", \"2020-03-14 08:22:19.000000+00:00\", \"2021-02-04 09:43:16.000000+00:00\", \"2023-04-27 20:19:48.000000+00:00\", \"2020-04-07 17:51:10.000000+00:00\", \"2023-04-07 05:09:49.000000+00:00\"], \"session_ids\": [\"9e88e89e-96cc-4c5e-b553-6de013736b18\", \"22277485-8555-42f6-ba85-7aa49a8c342a\", \"01ee574f-4e41-48f4-abef-f037a0ebb412\", \"ced6c383-2e6a-4a9b-ae4b-486617e67ec1\", \"3e562547-a362-416d-a783-38483dfb67c5\", \"ba6de8b8-65ad-498c-b4b5-49ece2c6048e\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"mean_week_duration\": 0.362}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-29 02:52:40.000000+00:00\", \"2020-03-14 08:22:19.000000+00:00\", \"2021-02-04 09:43:16.000000+00:00\", \"2023-04-27 20:19:48.000000+00:00\", \"2020-04-07 17:51:10.000000+00:00\", \"2023-04-07 05:09:49.000000+00:00\"], \"session_ids\": [\"9e88e89e-96cc-4c5e-b553-6de013736b18\", \"22277485-8555-42f6-ba85-7aa49a8c342a\", \"01ee574f-4e41-48f4-abef-f037a0ebb412\", \"ced6c383-2e6a-4a9b-ae4b-486617e67ec1\", \"3e562547-a362-416d-a783-38483dfb67c5\", \"ba6de8b8-65ad-498c-b4b5-49ece2c6048e\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"mean_week_duration\": 0.362}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-29 02:52:40.000000+00:00\", \"2020-03-14 08:22:19.000000+00:00\", \"2021-02-04 09:43:16.000000+00:00\", \"2023-04-27 20:19:48.000000+00:00\", \"2020-04-07 17:51:10.000000+00:00\", \"2023-04-07 05:09:49.000000+00:00\"], \"session_ids\": [\"9e88e89e-96cc-4c5e-b553-6de013736b18\", \"22277485-8555-42f6-ba85-7aa49a8c342a\", \"01ee574f-4e41-48f4-abef-f037a0ebb412\", \"ced6c383-2e6a-4a9b-ae4b-486617e67ec1\", \"3e562547-a362-416d-a783-38483dfb67c5\", \"ba6de8b8-65ad-498c-b4b5-49ece2c6048e\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"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[{\"44117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-29 02:52:40.000000+00:00\", \"2020-03-14 08:22:19.000000+00:00\", \"2021-02-04 09:43:16.000000+00:00\", \"2023-04-27 20:19:48.000000+00:00\", \"2020-04-07 17:51:10.000000+00:00\", \"2023-04-07 05:09:49.000000+00:00\"], \"session_ids\": [\"9e88e89e-96cc-4c5e-b553-6de013736b18\", \"22277485-8555-42f6-ba85-7aa49a8c342a\", \"01ee574f-4e41-48f4-abef-f037a0ebb412\", \"ced6c383-2e6a-4a9b-ae4b-486617e67ec1\", \"3e562547-a362-416d-a783-38483dfb67c5\", \"ba6de8b8-65ad-498c-b4b5-49ece2c6048e\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"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": "Inform me about the user whose mean_week_duration is staying below 15, exclusively 15 plus carry out sorting by city_name in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39740\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-04-07 13:44:32.000000+00:00\", \"2022-09-02 14:08:50.000000+00:00\"], \"session_ids\": [\"06dd5ae2-1d73-4825-a595-f92e44414713\", \"95370fc6-5955-48b3-8a59-c46673df5307\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}, \"71139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-04-20 21:05:20.000000+00:00\", \"2022-03-06 15:58:12.000000+00:00\"], \"session_ids\": [\"ea61a413-a960-44ca-bf35-05d78fdbcc9b\", \"6f669538-c543-4a26-bc04-cfa9764ee56a\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.49}, \"1227\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-07 23:57:21.000000+00:00\", \"2019-10-04 22:09:01.000000+00:00\"], \"session_ids\": [\"4cb3b633-c224-4ecb-8af6-8bcaf6e35432\", \"e5cedf7d-d1a2-4fb7-a78d-73ad5673f384\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.169}, \"46287\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-09 18:40:50.000000+00:00\", \"2021-01-23 15:41:38.000000+00:00\", \"2020-05-11 07:36:15.000000+00:00\", \"2020-05-14 07:52:08.000000+00:00\", \"2022-01-06 13:20:39.000000+00:00\", \"2021-05-31 14:03:55.000000+00:00\"], \"session_ids\": [\"5dbc1de6-1615-4c57-b960-907feb22b456\", \"5e4d0719-6870-4e82-a3f6-0ed89e81fad7\", \"7cc1ab84-ab95-405f-b0d6-499513dae492\", \"7a814d1a-09ea-47db-8329-adc7a698de09\", \"12718ee1-1839-43f1-9449-b566370178f9\", \"1c310275-f87f-423f-b63e-1c1fb38c6cc6\"], \"total_duration\": 4848.0, \"total_sessions\": 6, \"mean_week_duration\": 48.48}, \"3590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-04-12 19:24:08.000000+00:00\", \"2023-01-07 15:45:28.000000+00:00\", \"2019-08-25 04:16:07.000000+00:00\", \"2021-09-03 02:20:17.000000+00:00\", \"2023-04-13 07:53:47.000000+00:00\", \"2020-09-28 08:30:47.000000+00:00\", \"2020-12-08 15:25:00.000000+00:00\", \"2020-11-27 04:14:54.000000+00:00\", \"2021-01-18 22:55:18.000000+00:00\"], \"session_ids\": [\"9edb7aeb-0c9b-4ba3-a08f-0fea07f57fc9\", \"93b7809c-b292-43cd-b75c-a4fd52b73489\", \"708e4faa-d3a5-45d9-9f29-e39caff33da9\", \"22c04820-da12-437a-882d-9a87f89ed6a2\", \"d4481f2b-7b05-402f-945a-a25a706f41bc\", \"a18e6438-b4f1-4a22-89e1-9ba251d6deb7\", \"1915c510-dcb4-4900-ab63-64d19e57e2b2\", \"c741971a-1450-412f-90c3-9f4367e92935\", \"08cc1501-5f95-469c-8631-786b51512fe3\"], \"total_duration\": 98.0, \"total_sessions\": 9, \"mean_week_duration\": 0.516}, \"83998\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-22 20:57:53.000000+00:00\", \"2021-06-30 11:43:25.000000+00:00\", \"2022-11-06 22:11:50.000000+00:00\", \"2019-02-17 01:41:31.000000+00:00\", \"2019-04-13 23:20:12.000000+00:00\", \"2022-09-09 18:24:19.000000+00:00\", \"2021-11-05 14:38:11.000000+00:00\", \"2020-10-01 05:02:28.000000+00:00\"], \"session_ids\": [\"5e9f7f82-4270-42d9-aa30-576669a7832d\", \"86f8d3e2-9819-4a88-9170-aa6d98eeb87d\", \"41996925-41a4-4fad-b58a-2f18dfe054df\", \"48dc8a9c-7aa4-40b8-9b55-d3768355425e\", \"50827aa7-e309-4ae5-8994-a581fd4cac8f\", \"8212dbc4-f505-4a30-bda8-daf254852a90\", \"62873a5b-70ea-4f05-8769-211f7e364737\", \"891e9b36-e2e4-4863-a681-527996bbaa32\"], \"total_duration\": 7941.0, \"total_sessions\": 8, \"mean_week_duration\": 40.933}, \"54776\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-05 07:35:21.000000+00:00\", \"2019-04-01 18:13:36.000000+00:00\"], \"session_ids\": [\"9af143a6-329a-464a-8155-1c7cb0015d99\", \"9d8d7141-168a-4049-93ec-26b5b723f6b4\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 3.481}, \"63034\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-08 05:24:30.000000+00:00\", \"2021-05-13 06:03:31.000000+00:00\"], \"session_ids\": [\"97342987-1402-4ecd-bc2f-2da6b2dc45b3\", \"0cd6527a-014b-4b32-8dcd-0254bc0bac6a\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 6.423}, \"87170\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-05-22 02:06:57.000000+00:00\", \"2019-03-13 13:01:13.000000+00:00\"], \"session_ids\": [\"7afd0a8f-09ec-44c9-99ec-f581afa84e04\", \"b7558cc6-9fc2-4f96-b58f-3b03dcba9a19\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 8.2}, \"77028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-08-15 12:13:02.000000+00:00\", \"2019-02-17 02:54:02.000000+00:00\"], \"session_ids\": [\"0228f1f7-e864-4afc-acdd-b5d32fdbbb5c\", \"601076bd-062d-4a18-920f-0b3632df7381\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 3.238}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 15"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 28]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39740\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-04-07 13:44:32.000000+00:00\", \"2022-09-02 14:08:50.000000+00:00\"], \"session_ids\": [\"06dd5ae2-1d73-4825-a595-f92e44414713\", \"95370fc6-5955-48b3-8a59-c46673df5307\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}, \"71139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-04-20 21:05:20.000000+00:00\", \"2022-03-06 15:58:12.000000+00:00\"], \"session_ids\": [\"ea61a413-a960-44ca-bf35-05d78fdbcc9b\", \"6f669538-c543-4a26-bc04-cfa9764ee56a\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.49}, \"1227\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-07 23:57:21.000000+00:00\", \"2019-10-04 22:09:01.000000+00:00\"], \"session_ids\": [\"4cb3b633-c224-4ecb-8af6-8bcaf6e35432\", \"e5cedf7d-d1a2-4fb7-a78d-73ad5673f384\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.169}, \"3590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-04-12 19:24:08.000000+00:00\", \"2023-01-07 15:45:28.000000+00:00\", \"2019-08-25 04:16:07.000000+00:00\", \"2021-09-03 02:20:17.000000+00:00\", \"2023-04-13 07:53:47.000000+00:00\", \"2020-09-28 08:30:47.000000+00:00\", \"2020-12-08 15:25:00.000000+00:00\", \"2020-11-27 04:14:54.000000+00:00\", \"2021-01-18 22:55:18.000000+00:00\"], \"session_ids\": [\"9edb7aeb-0c9b-4ba3-a08f-0fea07f57fc9\", \"93b7809c-b292-43cd-b75c-a4fd52b73489\", \"708e4faa-d3a5-45d9-9f29-e39caff33da9\", \"22c04820-da12-437a-882d-9a87f89ed6a2\", \"d4481f2b-7b05-402f-945a-a25a706f41bc\", \"a18e6438-b4f1-4a22-89e1-9ba251d6deb7\", \"1915c510-dcb4-4900-ab63-64d19e57e2b2\", \"c741971a-1450-412f-90c3-9f4367e92935\", \"08cc1501-5f95-469c-8631-786b51512fe3\"], \"total_duration\": 98.0, \"total_sessions\": 9, \"mean_week_duration\": 0.516}, \"54776\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-05 07:35:21.000000+00:00\", \"2019-04-01 18:13:36.000000+00:00\"], \"session_ids\": [\"9af143a6-329a-464a-8155-1c7cb0015d99\", \"9d8d7141-168a-4049-93ec-26b5b723f6b4\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 3.481}, \"63034\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-08 05:24:30.000000+00:00\", \"2021-05-13 06:03:31.000000+00:00\"], \"session_ids\": [\"97342987-1402-4ecd-bc2f-2da6b2dc45b3\", \"0cd6527a-014b-4b32-8dcd-0254bc0bac6a\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 6.423}, \"87170\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-05-22 02:06:57.000000+00:00\", \"2019-03-13 13:01:13.000000+00:00\"], \"session_ids\": [\"7afd0a8f-09ec-44c9-99ec-f581afa84e04\", \"b7558cc6-9fc2-4f96-b58f-3b03dcba9a19\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 8.2}, \"77028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-08-15 12:13:02.000000+00:00\", \"2019-02-17 02:54:02.000000+00:00\"], \"session_ids\": [\"0228f1f7-e864-4afc-acdd-b5d32fdbbb5c\", \"601076bd-062d-4a18-920f-0b3632df7381\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 3.238}}\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[{\"3590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-04-12 19:24:08.000000+00:00\", \"2023-01-07 15:45:28.000000+00:00\", \"2019-08-25 04:16:07.000000+00:00\", \"2021-09-03 02:20:17.000000+00:00\", \"2023-04-13 07:53:47.000000+00:00\", \"2020-09-28 08:30:47.000000+00:00\", \"2020-12-08 15:25:00.000000+00:00\", \"2020-11-27 04:14:54.000000+00:00\", \"2021-01-18 22:55:18.000000+00:00\"], \"session_ids\": [\"9edb7aeb-0c9b-4ba3-a08f-0fea07f57fc9\", \"93b7809c-b292-43cd-b75c-a4fd52b73489\", \"708e4faa-d3a5-45d9-9f29-e39caff33da9\", \"22c04820-da12-437a-882d-9a87f89ed6a2\", \"d4481f2b-7b05-402f-945a-a25a706f41bc\", \"a18e6438-b4f1-4a22-89e1-9ba251d6deb7\", \"1915c510-dcb4-4900-ab63-64d19e57e2b2\", \"c741971a-1450-412f-90c3-9f4367e92935\", \"08cc1501-5f95-469c-8631-786b51512fe3\"], \"total_duration\": 98.0, \"total_sessions\": 9, \"mean_week_duration\": 0.516}}, {\"71139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-04-20 21:05:20.000000+00:00\", \"2022-03-06 15:58:12.000000+00:00\"], \"session_ids\": [\"ea61a413-a960-44ca-bf35-05d78fdbcc9b\", \"6f669538-c543-4a26-bc04-cfa9764ee56a\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.49}}, {\"77028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-08-15 12:13:02.000000+00:00\", \"2019-02-17 02:54:02.000000+00:00\"], \"session_ids\": [\"0228f1f7-e864-4afc-acdd-b5d32fdbbb5c\", \"601076bd-062d-4a18-920f-0b3632df7381\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 3.238}}, {\"63034\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-08 05:24:30.000000+00:00\", \"2021-05-13 06:03:31.000000+00:00\"], \"session_ids\": [\"97342987-1402-4ecd-bc2f-2da6b2dc45b3\", \"0cd6527a-014b-4b32-8dcd-0254bc0bac6a\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 6.423}}, {\"54776\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-05 07:35:21.000000+00:00\", \"2019-04-01 18:13:36.000000+00:00\"], \"session_ids\": [\"9af143a6-329a-464a-8155-1c7cb0015d99\", \"9d8d7141-168a-4049-93ec-26b5b723f6b4\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 3.481}}, {\"39740\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-04-07 13:44:32.000000+00:00\", \"2022-09-02 14:08:50.000000+00:00\"], \"session_ids\": [\"06dd5ae2-1d73-4825-a595-f92e44414713\", \"95370fc6-5955-48b3-8a59-c46673df5307\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}}, {\"87170\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-05-22 02:06:57.000000+00:00\", \"2019-03-13 13:01:13.000000+00:00\"], \"session_ids\": [\"7afd0a8f-09ec-44c9-99ec-f581afa84e04\", \"b7558cc6-9fc2-4f96-b58f-3b03dcba9a19\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 8.2}}, {\"1227\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-07 23:57:21.000000+00:00\", \"2019-10-04 22:09:01.000000+00:00\"], \"session_ids\": [\"4cb3b633-c224-4ecb-8af6-8bcaf6e35432\", \"e5cedf7d-d1a2-4fb7-a78d-73ad5673f384\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.169}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-04-12 19:24:08.000000+00:00\", \"2023-01-07 15:45:28.000000+00:00\", \"2019-08-25 04:16:07.000000+00:00\", \"2021-09-03 02:20:17.000000+00:00\", \"2023-04-13 07:53:47.000000+00:00\", \"2020-09-28 08:30:47.000000+00:00\", \"2020-12-08 15:25:00.000000+00:00\", \"2020-11-27 04:14:54.000000+00:00\", \"2021-01-18 22:55:18.000000+00:00\"], \"session_ids\": [\"9edb7aeb-0c9b-4ba3-a08f-0fea07f57fc9\", \"93b7809c-b292-43cd-b75c-a4fd52b73489\", \"708e4faa-d3a5-45d9-9f29-e39caff33da9\", \"22c04820-da12-437a-882d-9a87f89ed6a2\", \"d4481f2b-7b05-402f-945a-a25a706f41bc\", \"a18e6438-b4f1-4a22-89e1-9ba251d6deb7\", \"1915c510-dcb4-4900-ab63-64d19e57e2b2\", \"c741971a-1450-412f-90c3-9f4367e92935\", \"08cc1501-5f95-469c-8631-786b51512fe3\"], \"total_duration\": 98.0, \"total_sessions\": 9, \"mean_week_duration\": 0.516}}]\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[{\"3590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-04-12 19:24:08.000000+00:00\", \"2023-01-07 15:45:28.000000+00:00\", \"2019-08-25 04:16:07.000000+00:00\", \"2021-09-03 02:20:17.000000+00:00\", \"2023-04-13 07:53:47.000000+00:00\", \"2020-09-28 08:30:47.000000+00:00\", \"2020-12-08 15:25:00.000000+00:00\", \"2020-11-27 04:14:54.000000+00:00\", \"2021-01-18 22:55:18.000000+00:00\"], \"session_ids\": [\"9edb7aeb-0c9b-4ba3-a08f-0fea07f57fc9\", \"93b7809c-b292-43cd-b75c-a4fd52b73489\", \"708e4faa-d3a5-45d9-9f29-e39caff33da9\", \"22c04820-da12-437a-882d-9a87f89ed6a2\", \"d4481f2b-7b05-402f-945a-a25a706f41bc\", \"a18e6438-b4f1-4a22-89e1-9ba251d6deb7\", \"1915c510-dcb4-4900-ab63-64d19e57e2b2\", \"c741971a-1450-412f-90c3-9f4367e92935\", \"08cc1501-5f95-469c-8631-786b51512fe3\"], \"total_duration\": 98.0, \"total_sessions\": 9, \"mean_week_duration\": 0.516}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about user I can't find living in cities Cape Town, Oslo, Johannesburg, Rome, Edinburgh in addition put to use sorting by number of sessions 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{\"37328\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-29 20:15:51.000000+00:00\", \"2019-02-17 16:13:06.000000+00:00\", \"2021-07-21 11:32:53.000000+00:00\"], \"session_ids\": [\"7f6cd452-8769-484c-ba4a-7f6efca9bc40\", \"3b7fbdd0-75cd-44b4-a2a7-9eab01b8f33b\", \"49b319e4-3a45-40cb-aeb2-aa3ecb3357b0\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.433}, \"80729\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-08 21:05:40.000000+00:00\", \"2022-03-30 07:10:48.000000+00:00\", \"2020-10-02 00:42:25.000000+00:00\", \"2019-08-16 15:43:49.000000+00:00\"], \"session_ids\": [\"4e788ff0-7089-4e8c-b7f1-bf476536738e\", \"0a29d45e-0553-49bf-8037-6492eb3ade67\", \"9186a439-f93d-4f3e-92e7-e112742f7b93\", \"ea78ada0-7ccb-4191-ba58-d38468904fda\"], \"total_duration\": 2010.0, \"total_sessions\": 4, \"mean_week_duration\": 14.672}, \"24757\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-11 04:49:48.000000+00:00\", \"2021-11-13 00:29:01.000000+00:00\"], \"session_ids\": [\"83571e08-1dc3-4b13-9b2d-e52cd72eae87\", \"425c353a-72d7-4d25-9585-aab0ae7908a6\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 1.368}, \"1764\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-24 08:42:39.000000+00:00\", \"2019-04-18 04:40:56.000000+00:00\"], \"session_ids\": [\"0111dd0c-694a-48b3-9d57-43af77e7f1ec\", \"11bf78db-b6cf-44a0-9b4c-3c8b8536a1ec\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 13.926}, \"71690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-03-08 07:08:30.000000+00:00\", \"2019-05-14 08:15:30.000000+00:00\"], \"session_ids\": [\"cac8de51-9dd3-43cd-84b8-d841e4d8e8b5\", \"08bc5c59-d618-46a6-ab30-b1ba942c40fc\"], \"total_duration\": 257.0, \"total_sessions\": 2, \"mean_week_duration\": 1.291}, \"47995\": {\"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\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-20 07:24:28.000000+00:00\", \"2020-04-19 09:38:59.000000+00:00\"], \"session_ids\": [\"60463632-6e03-4d00-9a51-e5d784ddf8f4\", \"cf964765-d04f-417d-9bf4-0253b12c7063\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 5.943}, \"90042\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-14 04:20:51.000000+00:00\", \"2022-06-22 12:09:01.000000+00:00\", \"2021-02-22 15:11:39.000000+00:00\", \"2020-03-24 13:52:22.000000+00:00\", \"2021-03-21 10:05:16.000000+00:00\", \"2019-10-10 15:23:21.000000+00:00\"], \"session_ids\": [\"d16f0641-ecbe-4742-9a80-7fcea20c7938\", \"28d1b775-5c7e-4fa1-9891-c726be0eb790\", \"8d6d5e14-95bb-4c05-8daf-546583fc342b\", \"636ea669-b8dd-41ce-9e20-c676968b8708\", \"a0af8f90-88b1-4b30-a41a-8d06798207bb\", \"487f3b46-f929-44f8-9c0a-376f46ccf8c0\"], \"total_duration\": 1347.0, \"total_sessions\": 6, \"mean_week_duration\": 7.697}, \"32222\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-22 10:40:39.000000+00:00\", \"2022-08-01 21:56:53.000000+00:00\", \"2020-07-19 06:41:14.000000+00:00\", \"2020-08-24 21:57:52.000000+00:00\", \"2023-03-29 18:11:10.000000+00:00\", \"2019-06-12 17:20:15.000000+00:00\"], \"session_ids\": [\"e647ffbc-18be-46e0-a503-dd70dbd4cae4\", \"6d74e6d2-7de5-4367-8de8-5fabb6c4537d\", \"1aba6845-966b-4a5b-b609-0a6ad6922740\", \"54fd167e-2c70-4ffe-9d6a-513b61b11461\", \"8c89380d-879c-4cb7-b313-46ba9e362ed0\", \"5324192f-2919-432b-b60a-44959507ab3d\"], \"total_duration\": 5680.0, \"total_sessions\": 6, \"mean_week_duration\": 28.687}, \"96130\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-25 06:26:59.000000+00:00\", \"2021-07-09 02:11:09.000000+00:00\"], \"session_ids\": [\"16b68b51-e645-484f-a00f-2dfc65f43346\", \"734db074-0f92-450c-a001-8e0604bbf5f5\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}, \"97124\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-10 15:14:46.000000+00:00\", \"2020-05-10 20:43:16.000000+00:00\"], \"session_ids\": [\"74633109-8827-4811-8c4d-88c235e7dc7e\", \"40da2eff-e80f-4808-960a-13c16638e44d\"], \"total_duration\": 323.0, \"total_sessions\": 2, \"mean_week_duration\": 11.963}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Cape Town, Oslo, Johannesburg, Rome, Edinburgh"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Cape Town\", \"Oslo\", \"Johannesburg\", \"Rome\", \"Edinburgh\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37328\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-29 20:15:51.000000+00:00\", \"2019-02-17 16:13:06.000000+00:00\", \"2021-07-21 11:32:53.000000+00:00\"], \"session_ids\": [\"7f6cd452-8769-484c-ba4a-7f6efca9bc40\", \"3b7fbdd0-75cd-44b4-a2a7-9eab01b8f33b\", \"49b319e4-3a45-40cb-aeb2-aa3ecb3357b0\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.433}, \"80729\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-08 21:05:40.000000+00:00\", \"2022-03-30 07:10:48.000000+00:00\", \"2020-10-02 00:42:25.000000+00:00\", \"2019-08-16 15:43:49.000000+00:00\"], \"session_ids\": [\"4e788ff0-7089-4e8c-b7f1-bf476536738e\", \"0a29d45e-0553-49bf-8037-6492eb3ade67\", \"9186a439-f93d-4f3e-92e7-e112742f7b93\", \"ea78ada0-7ccb-4191-ba58-d38468904fda\"], \"total_duration\": 2010.0, \"total_sessions\": 4, \"mean_week_duration\": 14.672}, \"24757\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-11 04:49:48.000000+00:00\", \"2021-11-13 00:29:01.000000+00:00\"], \"session_ids\": [\"83571e08-1dc3-4b13-9b2d-e52cd72eae87\", \"425c353a-72d7-4d25-9585-aab0ae7908a6\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 1.368}, \"1764\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-24 08:42:39.000000+00:00\", \"2019-04-18 04:40:56.000000+00:00\"], \"session_ids\": [\"0111dd0c-694a-48b3-9d57-43af77e7f1ec\", \"11bf78db-b6cf-44a0-9b4c-3c8b8536a1ec\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 13.926}, \"71690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-03-08 07:08:30.000000+00:00\", \"2019-05-14 08:15:30.000000+00:00\"], \"session_ids\": [\"cac8de51-9dd3-43cd-84b8-d841e4d8e8b5\", \"08bc5c59-d618-46a6-ab30-b1ba942c40fc\"], \"total_duration\": 257.0, \"total_sessions\": 2, \"mean_week_duration\": 1.291}, \"47995\": {\"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\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-20 07:24:28.000000+00:00\", \"2020-04-19 09:38:59.000000+00:00\"], \"session_ids\": [\"60463632-6e03-4d00-9a51-e5d784ddf8f4\", \"cf964765-d04f-417d-9bf4-0253b12c7063\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 5.943}, \"90042\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-14 04:20:51.000000+00:00\", \"2022-06-22 12:09:01.000000+00:00\", \"2021-02-22 15:11:39.000000+00:00\", \"2020-03-24 13:52:22.000000+00:00\", \"2021-03-21 10:05:16.000000+00:00\", \"2019-10-10 15:23:21.000000+00:00\"], \"session_ids\": [\"d16f0641-ecbe-4742-9a80-7fcea20c7938\", \"28d1b775-5c7e-4fa1-9891-c726be0eb790\", \"8d6d5e14-95bb-4c05-8daf-546583fc342b\", \"636ea669-b8dd-41ce-9e20-c676968b8708\", \"a0af8f90-88b1-4b30-a41a-8d06798207bb\", \"487f3b46-f929-44f8-9c0a-376f46ccf8c0\"], \"total_duration\": 1347.0, \"total_sessions\": 6, \"mean_week_duration\": 7.697}, \"32222\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-22 10:40:39.000000+00:00\", \"2022-08-01 21:56:53.000000+00:00\", \"2020-07-19 06:41:14.000000+00:00\", \"2020-08-24 21:57:52.000000+00:00\", \"2023-03-29 18:11:10.000000+00:00\", \"2019-06-12 17:20:15.000000+00:00\"], \"session_ids\": [\"e647ffbc-18be-46e0-a503-dd70dbd4cae4\", \"6d74e6d2-7de5-4367-8de8-5fabb6c4537d\", \"1aba6845-966b-4a5b-b609-0a6ad6922740\", \"54fd167e-2c70-4ffe-9d6a-513b61b11461\", \"8c89380d-879c-4cb7-b313-46ba9e362ed0\", \"5324192f-2919-432b-b60a-44959507ab3d\"], \"total_duration\": 5680.0, \"total_sessions\": 6, \"mean_week_duration\": 28.687}, \"96130\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-25 06:26:59.000000+00:00\", \"2021-07-09 02:11:09.000000+00:00\"], \"session_ids\": [\"16b68b51-e645-484f-a00f-2dfc65f43346\", \"734db074-0f92-450c-a001-8e0604bbf5f5\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}, \"97124\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-10 15:14:46.000000+00:00\", \"2020-05-10 20:43:16.000000+00:00\"], \"session_ids\": [\"74633109-8827-4811-8c4d-88c235e7dc7e\", \"40da2eff-e80f-4808-960a-13c16638e44d\"], \"total_duration\": 323.0, \"total_sessions\": 2, \"mean_week_duration\": 11.963}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90042\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-14 04:20:51.000000+00:00\", \"2022-06-22 12:09:01.000000+00:00\", \"2021-02-22 15:11:39.000000+00:00\", \"2020-03-24 13:52:22.000000+00:00\", \"2021-03-21 10:05:16.000000+00:00\", \"2019-10-10 15:23:21.000000+00:00\"], \"session_ids\": [\"d16f0641-ecbe-4742-9a80-7fcea20c7938\", \"28d1b775-5c7e-4fa1-9891-c726be0eb790\", \"8d6d5e14-95bb-4c05-8daf-546583fc342b\", \"636ea669-b8dd-41ce-9e20-c676968b8708\", \"a0af8f90-88b1-4b30-a41a-8d06798207bb\", \"487f3b46-f929-44f8-9c0a-376f46ccf8c0\"], \"total_duration\": 1347.0, \"total_sessions\": 6, \"mean_week_duration\": 7.697}}, {\"32222\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-22 10:40:39.000000+00:00\", \"2022-08-01 21:56:53.000000+00:00\", \"2020-07-19 06:41:14.000000+00:00\", \"2020-08-24 21:57:52.000000+00:00\", \"2023-03-29 18:11:10.000000+00:00\", \"2019-06-12 17:20:15.000000+00:00\"], \"session_ids\": [\"e647ffbc-18be-46e0-a503-dd70dbd4cae4\", \"6d74e6d2-7de5-4367-8de8-5fabb6c4537d\", \"1aba6845-966b-4a5b-b609-0a6ad6922740\", \"54fd167e-2c70-4ffe-9d6a-513b61b11461\", \"8c89380d-879c-4cb7-b313-46ba9e362ed0\", \"5324192f-2919-432b-b60a-44959507ab3d\"], \"total_duration\": 5680.0, \"total_sessions\": 6, \"mean_week_duration\": 28.687}}, {\"80729\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-08 21:05:40.000000+00:00\", \"2022-03-30 07:10:48.000000+00:00\", \"2020-10-02 00:42:25.000000+00:00\", \"2019-08-16 15:43:49.000000+00:00\"], \"session_ids\": [\"4e788ff0-7089-4e8c-b7f1-bf476536738e\", \"0a29d45e-0553-49bf-8037-6492eb3ade67\", \"9186a439-f93d-4f3e-92e7-e112742f7b93\", \"ea78ada0-7ccb-4191-ba58-d38468904fda\"], \"total_duration\": 2010.0, \"total_sessions\": 4, \"mean_week_duration\": 14.672}}, {\"37328\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-29 20:15:51.000000+00:00\", \"2019-02-17 16:13:06.000000+00:00\", \"2021-07-21 11:32:53.000000+00:00\"], \"session_ids\": [\"7f6cd452-8769-484c-ba4a-7f6efca9bc40\", \"3b7fbdd0-75cd-44b4-a2a7-9eab01b8f33b\", \"49b319e4-3a45-40cb-aeb2-aa3ecb3357b0\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.433}}, {\"24757\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-11 04:49:48.000000+00:00\", \"2021-11-13 00:29:01.000000+00:00\"], \"session_ids\": [\"83571e08-1dc3-4b13-9b2d-e52cd72eae87\", \"425c353a-72d7-4d25-9585-aab0ae7908a6\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 1.368}}, {\"1764\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-24 08:42:39.000000+00:00\", \"2019-04-18 04:40:56.000000+00:00\"], \"session_ids\": [\"0111dd0c-694a-48b3-9d57-43af77e7f1ec\", \"11bf78db-b6cf-44a0-9b4c-3c8b8536a1ec\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 13.926}}, {\"71690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-03-08 07:08:30.000000+00:00\", \"2019-05-14 08:15:30.000000+00:00\"], \"session_ids\": [\"cac8de51-9dd3-43cd-84b8-d841e4d8e8b5\", \"08bc5c59-d618-46a6-ab30-b1ba942c40fc\"], \"total_duration\": 257.0, \"total_sessions\": 2, \"mean_week_duration\": 1.291}}, {\"47995\": {\"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\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-20 07:24:28.000000+00:00\", \"2020-04-19 09:38:59.000000+00:00\"], \"session_ids\": [\"60463632-6e03-4d00-9a51-e5d784ddf8f4\", \"cf964765-d04f-417d-9bf4-0253b12c7063\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 5.943}}, {\"96130\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-25 06:26:59.000000+00:00\", \"2021-07-09 02:11:09.000000+00:00\"], \"session_ids\": [\"16b68b51-e645-484f-a00f-2dfc65f43346\", \"734db074-0f92-450c-a001-8e0604bbf5f5\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}}, {\"97124\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-10 15:14:46.000000+00:00\", \"2020-05-10 20:43:16.000000+00:00\"], \"session_ids\": [\"74633109-8827-4811-8c4d-88c235e7dc7e\", \"40da2eff-e80f-4808-960a-13c16638e44d\"], \"total_duration\": 323.0, \"total_sessions\": 2, \"mean_week_duration\": 11.963}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90042\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-14 04:20:51.000000+00:00\", \"2022-06-22 12:09:01.000000+00:00\", \"2021-02-22 15:11:39.000000+00:00\", \"2020-03-24 13:52:22.000000+00:00\", \"2021-03-21 10:05:16.000000+00:00\", \"2019-10-10 15:23:21.000000+00:00\"], \"session_ids\": [\"d16f0641-ecbe-4742-9a80-7fcea20c7938\", \"28d1b775-5c7e-4fa1-9891-c726be0eb790\", \"8d6d5e14-95bb-4c05-8daf-546583fc342b\", \"636ea669-b8dd-41ce-9e20-c676968b8708\", \"a0af8f90-88b1-4b30-a41a-8d06798207bb\", \"487f3b46-f929-44f8-9c0a-376f46ccf8c0\"], \"total_duration\": 1347.0, \"total_sessions\": 6, \"mean_week_duration\": 7.697}}]\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[{\"90042\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-14 04:20:51.000000+00:00\", \"2022-06-22 12:09:01.000000+00:00\", \"2021-02-22 15:11:39.000000+00:00\", \"2020-03-24 13:52:22.000000+00:00\", \"2021-03-21 10:05:16.000000+00:00\", \"2019-10-10 15:23:21.000000+00:00\"], \"session_ids\": [\"d16f0641-ecbe-4742-9a80-7fcea20c7938\", \"28d1b775-5c7e-4fa1-9891-c726be0eb790\", \"8d6d5e14-95bb-4c05-8daf-546583fc342b\", \"636ea669-b8dd-41ce-9e20-c676968b8708\", \"a0af8f90-88b1-4b30-a41a-8d06798207bb\", \"487f3b46-f929-44f8-9c0a-376f46ccf8c0\"], \"total_duration\": 1347.0, \"total_sessions\": 6, \"mean_week_duration\": 7.697}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 5 users with a app usage time per week that is higher than 1 and lower than 42, exclusive both nums plus carry out sorting by sum of sessions in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-23 16:55:13.000000+00:00\", \"2022-09-21 11:08:13.000000+00:00\", \"2020-04-18 04:32:59.000000+00:00\", \"2021-08-09 23:23:12.000000+00:00\", \"2022-10-13 12:56:20.000000+00:00\", \"2019-01-08 02:39:34.000000+00:00\"], \"session_ids\": [\"af3a5c61-af49-48e0-871a-bdb4dc754eb9\", \"5b2ddea4-24f3-4fe4-a926-1f79f897627b\", \"63c33ea9-d942-45e8-a27f-641c1148ce07\", \"8df255ba-5682-4913-b6a7-40dc148e4b9a\", \"f27ab34a-70cd-4395-b36b-75be112168db\", \"269bb081-aa6d-41e6-8b9f-926f108212c6\"], \"total_duration\": 505.0, \"total_sessions\": 6, \"mean_week_duration\": 2.563}, \"2391\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-21 07:06:49.000000+00:00\", \"2023-03-08 21:50:07.000000+00:00\"], \"session_ids\": [\"a26c056d-d942-408f-8813-9109a1b31c93\", \"0bb44332-4eba-43ca-a8b6-232b4da0b59b\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 10.095}, \"42580\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-26 05:39:50.000000+00:00\", \"2019-09-26 21:57:23.000000+00:00\"], \"session_ids\": [\"e6cc96d6-0d04-4ceb-bc72-48e660bd6e6a\", \"8deff7fc-34e2-490f-93cb-84e772e42e14\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 11.821}, \"78390\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-02-10 21:34:59.000000+00:00\", \"2019-04-03 18:38:48.000000+00:00\"], \"session_ids\": [\"210a3af3-e73e-4c10-b9e8-d7a61d1815d5\", \"1f48e7a8-baba-4012-9898-b445fd09966c\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.153}, \"47520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-24 03:11:32.000000+00:00\", \"2021-05-26 09:22:24.000000+00:00\", \"2022-05-19 20:02:05.000000+00:00\", \"2021-09-24 16:44:16.000000+00:00\", \"2020-09-21 02:19:22.000000+00:00\", \"2022-01-22 18:45:31.000000+00:00\", \"2019-06-07 10:38:55.000000+00:00\"], \"session_ids\": [\"e57acc28-534f-4e5c-ac0e-18030e5b99bf\", \"06a79fe1-5dea-421a-b189-4681c1edc675\", \"a161e441-d2d6-4d5d-8408-a24d1489800a\", \"92a891ed-4fdc-4ea8-a703-7b38cb744844\", \"7dd201c3-3b78-47b2-bd96-81e911e71043\", \"e2cf5826-2c1f-45ea-b076-93fad2a94478\", \"0c9478c0-5595-499f-a334-4bc929dd2d51\"], \"total_duration\": 8478.0, \"total_sessions\": 7, \"mean_week_duration\": 53.321}, \"81206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-22 04:37:41.000000+00:00\", \"2020-09-24 19:25:20.000000+00:00\", \"2022-07-25 03:57:28.000000+00:00\", \"2022-12-24 18:50:33.000000+00:00\", \"2019-04-27 08:05:58.000000+00:00\", \"2022-11-01 22:00:26.000000+00:00\", \"2022-12-31 05:49:49.000000+00:00\"], \"session_ids\": [\"472dc3d4-153b-4cf2-be52-5553cf7d3e2b\", \"fe7235f9-f3f2-413c-87a8-46d1ab6114bc\", \"23a0b3f2-05f7-4eb1-96df-79f7d490228c\", \"2230f378-6f2c-4af5-80ab-bc22b3de9478\", \"810e5230-850d-4d24-baa0-c31b986ebf77\", \"1bbe356c-744d-4555-bb51-053eabd84d95\", \"14e34a5b-9b5f-46c9-86cb-db8ef16c86a5\"], \"total_duration\": 5155.0, \"total_sessions\": 7, \"mean_week_duration\": 26.849}, \"38552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-21 10:03:52.000000+00:00\", \"2019-03-19 17:32:31.000000+00:00\", \"2021-05-07 16:06:47.000000+00:00\", \"2019-05-04 01:07:11.000000+00:00\"], \"session_ids\": [\"ca68448c-7c20-44b0-aa52-f383e4f3093e\", \"5f8e8833-d453-44bb-a025-762246eddd73\", \"f6189f4e-1e1e-4370-b4ec-b88008052195\", \"2cb0458e-162d-45cf-b2cc-ec14ed437b36\"], \"total_duration\": 354.0, \"total_sessions\": 4, \"mean_week_duration\": 2.529}, \"31197\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-05-30 23:25:10.000000+00:00\", \"2021-05-01 12:48:06.000000+00:00\", \"2019-05-31 22:08:30.000000+00:00\", \"2021-10-30 16:06:53.000000+00:00\"], \"session_ids\": [\"94958638-8953-4c44-91c6-e86d0f94e54d\", \"16e0a5c4-d401-446f-aae1-45bfb74868f2\", \"e771d597-c573-4a97-97ee-9e967ba36286\", \"26b43b1e-d001-4038-9c05-23f9fd038ce2\"], \"total_duration\": 868.0, \"total_sessions\": 4, \"mean_week_duration\": 6.889}, \"16362\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-22 00:49:40.000000+00:00\", \"2021-08-11 19:17:14.000000+00:00\", \"2022-03-19 20:54:42.000000+00:00\"], \"session_ids\": [\"647eb224-c9b6-40d6-bdf0-1c67d3485852\", \"c871dccd-23fe-4415-bdc7-ca43e41580a7\", \"3f7270cf-de35-4245-95c7-10490f9365c4\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.513}, \"98068\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-17 06:10:24.000000+00:00\", \"2019-07-16 12:54:06.000000+00:00\", \"2022-11-07 18:38:19.000000+00:00\"], \"session_ids\": [\"3911fc64-94ab-4bbf-b7f1-6c8fc4a15997\", \"4cd2e555-362d-424b-855a-90c5de08d250\", \"10904981-d1c7-4730-a0d5-611422a78471\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.133}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 1 and are less than 42"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 42]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-23 16:55:13.000000+00:00\", \"2022-09-21 11:08:13.000000+00:00\", \"2020-04-18 04:32:59.000000+00:00\", \"2021-08-09 23:23:12.000000+00:00\", \"2022-10-13 12:56:20.000000+00:00\", \"2019-01-08 02:39:34.000000+00:00\"], \"session_ids\": [\"af3a5c61-af49-48e0-871a-bdb4dc754eb9\", \"5b2ddea4-24f3-4fe4-a926-1f79f897627b\", \"63c33ea9-d942-45e8-a27f-641c1148ce07\", \"8df255ba-5682-4913-b6a7-40dc148e4b9a\", \"f27ab34a-70cd-4395-b36b-75be112168db\", \"269bb081-aa6d-41e6-8b9f-926f108212c6\"], \"total_duration\": 505.0, \"total_sessions\": 6, \"mean_week_duration\": 2.563}, \"2391\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-21 07:06:49.000000+00:00\", \"2023-03-08 21:50:07.000000+00:00\"], \"session_ids\": [\"a26c056d-d942-408f-8813-9109a1b31c93\", \"0bb44332-4eba-43ca-a8b6-232b4da0b59b\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 10.095}, \"42580\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-26 05:39:50.000000+00:00\", \"2019-09-26 21:57:23.000000+00:00\"], \"session_ids\": [\"e6cc96d6-0d04-4ceb-bc72-48e660bd6e6a\", \"8deff7fc-34e2-490f-93cb-84e772e42e14\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 11.821}, \"81206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-22 04:37:41.000000+00:00\", \"2020-09-24 19:25:20.000000+00:00\", \"2022-07-25 03:57:28.000000+00:00\", \"2022-12-24 18:50:33.000000+00:00\", \"2019-04-27 08:05:58.000000+00:00\", \"2022-11-01 22:00:26.000000+00:00\", \"2022-12-31 05:49:49.000000+00:00\"], \"session_ids\": [\"472dc3d4-153b-4cf2-be52-5553cf7d3e2b\", \"fe7235f9-f3f2-413c-87a8-46d1ab6114bc\", \"23a0b3f2-05f7-4eb1-96df-79f7d490228c\", \"2230f378-6f2c-4af5-80ab-bc22b3de9478\", \"810e5230-850d-4d24-baa0-c31b986ebf77\", \"1bbe356c-744d-4555-bb51-053eabd84d95\", \"14e34a5b-9b5f-46c9-86cb-db8ef16c86a5\"], \"total_duration\": 5155.0, \"total_sessions\": 7, \"mean_week_duration\": 26.849}, \"38552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-21 10:03:52.000000+00:00\", \"2019-03-19 17:32:31.000000+00:00\", \"2021-05-07 16:06:47.000000+00:00\", \"2019-05-04 01:07:11.000000+00:00\"], \"session_ids\": [\"ca68448c-7c20-44b0-aa52-f383e4f3093e\", \"5f8e8833-d453-44bb-a025-762246eddd73\", \"f6189f4e-1e1e-4370-b4ec-b88008052195\", \"2cb0458e-162d-45cf-b2cc-ec14ed437b36\"], \"total_duration\": 354.0, \"total_sessions\": 4, \"mean_week_duration\": 2.529}, \"31197\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-05-30 23:25:10.000000+00:00\", \"2021-05-01 12:48:06.000000+00:00\", \"2019-05-31 22:08:30.000000+00:00\", \"2021-10-30 16:06:53.000000+00:00\"], \"session_ids\": [\"94958638-8953-4c44-91c6-e86d0f94e54d\", \"16e0a5c4-d401-446f-aae1-45bfb74868f2\", \"e771d597-c573-4a97-97ee-9e967ba36286\", \"26b43b1e-d001-4038-9c05-23f9fd038ce2\"], \"total_duration\": 868.0, \"total_sessions\": 4, \"mean_week_duration\": 6.889}}\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[{\"2391\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-21 07:06:49.000000+00:00\", \"2023-03-08 21:50:07.000000+00:00\"], \"session_ids\": [\"a26c056d-d942-408f-8813-9109a1b31c93\", \"0bb44332-4eba-43ca-a8b6-232b4da0b59b\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 10.095}}, {\"42580\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-26 05:39:50.000000+00:00\", \"2019-09-26 21:57:23.000000+00:00\"], \"session_ids\": [\"e6cc96d6-0d04-4ceb-bc72-48e660bd6e6a\", \"8deff7fc-34e2-490f-93cb-84e772e42e14\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 11.821}}, {\"38552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-21 10:03:52.000000+00:00\", \"2019-03-19 17:32:31.000000+00:00\", \"2021-05-07 16:06:47.000000+00:00\", \"2019-05-04 01:07:11.000000+00:00\"], \"session_ids\": [\"ca68448c-7c20-44b0-aa52-f383e4f3093e\", \"5f8e8833-d453-44bb-a025-762246eddd73\", \"f6189f4e-1e1e-4370-b4ec-b88008052195\", \"2cb0458e-162d-45cf-b2cc-ec14ed437b36\"], \"total_duration\": 354.0, \"total_sessions\": 4, \"mean_week_duration\": 2.529}}, {\"31197\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-05-30 23:25:10.000000+00:00\", \"2021-05-01 12:48:06.000000+00:00\", \"2019-05-31 22:08:30.000000+00:00\", \"2021-10-30 16:06:53.000000+00:00\"], \"session_ids\": [\"94958638-8953-4c44-91c6-e86d0f94e54d\", \"16e0a5c4-d401-446f-aae1-45bfb74868f2\", \"e771d597-c573-4a97-97ee-9e967ba36286\", \"26b43b1e-d001-4038-9c05-23f9fd038ce2\"], \"total_duration\": 868.0, \"total_sessions\": 4, \"mean_week_duration\": 6.889}}, {\"21065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-23 16:55:13.000000+00:00\", \"2022-09-21 11:08:13.000000+00:00\", \"2020-04-18 04:32:59.000000+00:00\", \"2021-08-09 23:23:12.000000+00:00\", \"2022-10-13 12:56:20.000000+00:00\", \"2019-01-08 02:39:34.000000+00:00\"], \"session_ids\": [\"af3a5c61-af49-48e0-871a-bdb4dc754eb9\", \"5b2ddea4-24f3-4fe4-a926-1f79f897627b\", \"63c33ea9-d942-45e8-a27f-641c1148ce07\", \"8df255ba-5682-4913-b6a7-40dc148e4b9a\", \"f27ab34a-70cd-4395-b36b-75be112168db\", \"269bb081-aa6d-41e6-8b9f-926f108212c6\"], \"total_duration\": 505.0, \"total_sessions\": 6, \"mean_week_duration\": 2.563}}, {\"81206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-22 04:37:41.000000+00:00\", \"2020-09-24 19:25:20.000000+00:00\", \"2022-07-25 03:57:28.000000+00:00\", \"2022-12-24 18:50:33.000000+00:00\", \"2019-04-27 08:05:58.000000+00:00\", \"2022-11-01 22:00:26.000000+00:00\", \"2022-12-31 05:49:49.000000+00:00\"], \"session_ids\": [\"472dc3d4-153b-4cf2-be52-5553cf7d3e2b\", \"fe7235f9-f3f2-413c-87a8-46d1ab6114bc\", \"23a0b3f2-05f7-4eb1-96df-79f7d490228c\", \"2230f378-6f2c-4af5-80ab-bc22b3de9478\", \"810e5230-850d-4d24-baa0-c31b986ebf77\", \"1bbe356c-744d-4555-bb51-053eabd84d95\", \"14e34a5b-9b5f-46c9-86cb-db8ef16c86a5\"], \"total_duration\": 5155.0, \"total_sessions\": 7, \"mean_week_duration\": 26.849}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"2391\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-21 07:06:49.000000+00:00\", \"2023-03-08 21:50:07.000000+00:00\"], \"session_ids\": [\"a26c056d-d942-408f-8813-9109a1b31c93\", \"0bb44332-4eba-43ca-a8b6-232b4da0b59b\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 10.095}}, {\"42580\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-26 05:39:50.000000+00:00\", \"2019-09-26 21:57:23.000000+00:00\"], \"session_ids\": [\"e6cc96d6-0d04-4ceb-bc72-48e660bd6e6a\", \"8deff7fc-34e2-490f-93cb-84e772e42e14\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 11.821}}, {\"38552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-21 10:03:52.000000+00:00\", \"2019-03-19 17:32:31.000000+00:00\", \"2021-05-07 16:06:47.000000+00:00\", \"2019-05-04 01:07:11.000000+00:00\"], \"session_ids\": [\"ca68448c-7c20-44b0-aa52-f383e4f3093e\", \"5f8e8833-d453-44bb-a025-762246eddd73\", \"f6189f4e-1e1e-4370-b4ec-b88008052195\", \"2cb0458e-162d-45cf-b2cc-ec14ed437b36\"], \"total_duration\": 354.0, \"total_sessions\": 4, \"mean_week_duration\": 2.529}}, {\"31197\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-05-30 23:25:10.000000+00:00\", \"2021-05-01 12:48:06.000000+00:00\", \"2019-05-31 22:08:30.000000+00:00\", \"2021-10-30 16:06:53.000000+00:00\"], \"session_ids\": [\"94958638-8953-4c44-91c6-e86d0f94e54d\", \"16e0a5c4-d401-446f-aae1-45bfb74868f2\", \"e771d597-c573-4a97-97ee-9e967ba36286\", \"26b43b1e-d001-4038-9c05-23f9fd038ce2\"], \"total_duration\": 868.0, \"total_sessions\": 4, \"mean_week_duration\": 6.889}}, {\"21065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-23 16:55:13.000000+00:00\", \"2022-09-21 11:08:13.000000+00:00\", \"2020-04-18 04:32:59.000000+00:00\", \"2021-08-09 23:23:12.000000+00:00\", \"2022-10-13 12:56:20.000000+00:00\", \"2019-01-08 02:39:34.000000+00:00\"], \"session_ids\": [\"af3a5c61-af49-48e0-871a-bdb4dc754eb9\", \"5b2ddea4-24f3-4fe4-a926-1f79f897627b\", \"63c33ea9-d942-45e8-a27f-641c1148ce07\", \"8df255ba-5682-4913-b6a7-40dc148e4b9a\", \"f27ab34a-70cd-4395-b36b-75be112168db\", \"269bb081-aa6d-41e6-8b9f-926f108212c6\"], \"total_duration\": 505.0, \"total_sessions\": 6, \"mean_week_duration\": 2.563}}]\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[{\"2391\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-21 07:06:49.000000+00:00\", \"2023-03-08 21:50:07.000000+00:00\"], \"session_ids\": [\"a26c056d-d942-408f-8813-9109a1b31c93\", \"0bb44332-4eba-43ca-a8b6-232b4da0b59b\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 10.095}}, {\"42580\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-26 05:39:50.000000+00:00\", \"2019-09-26 21:57:23.000000+00:00\"], \"session_ids\": [\"e6cc96d6-0d04-4ceb-bc72-48e660bd6e6a\", \"8deff7fc-34e2-490f-93cb-84e772e42e14\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 11.821}}, {\"38552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-21 10:03:52.000000+00:00\", \"2019-03-19 17:32:31.000000+00:00\", \"2021-05-07 16:06:47.000000+00:00\", \"2019-05-04 01:07:11.000000+00:00\"], \"session_ids\": [\"ca68448c-7c20-44b0-aa52-f383e4f3093e\", \"5f8e8833-d453-44bb-a025-762246eddd73\", \"f6189f4e-1e1e-4370-b4ec-b88008052195\", \"2cb0458e-162d-45cf-b2cc-ec14ed437b36\"], \"total_duration\": 354.0, \"total_sessions\": 4, \"mean_week_duration\": 2.529}}, {\"31197\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-05-30 23:25:10.000000+00:00\", \"2021-05-01 12:48:06.000000+00:00\", \"2019-05-31 22:08:30.000000+00:00\", \"2021-10-30 16:06:53.000000+00:00\"], \"session_ids\": [\"94958638-8953-4c44-91c6-e86d0f94e54d\", \"16e0a5c4-d401-446f-aae1-45bfb74868f2\", \"e771d597-c573-4a97-97ee-9e967ba36286\", \"26b43b1e-d001-4038-9c05-23f9fd038ce2\"], \"total_duration\": 868.0, \"total_sessions\": 4, \"mean_week_duration\": 6.889}}, {\"21065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-23 16:55:13.000000+00:00\", \"2022-09-21 11:08:13.000000+00:00\", \"2020-04-18 04:32:59.000000+00:00\", \"2021-08-09 23:23:12.000000+00:00\", \"2022-10-13 12:56:20.000000+00:00\", \"2019-01-08 02:39:34.000000+00:00\"], \"session_ids\": [\"af3a5c61-af49-48e0-871a-bdb4dc754eb9\", \"5b2ddea4-24f3-4fe4-a926-1f79f897627b\", \"63c33ea9-d942-45e8-a27f-641c1148ce07\", \"8df255ba-5682-4913-b6a7-40dc148e4b9a\", \"f27ab34a-70cd-4395-b36b-75be112168db\", \"269bb081-aa6d-41e6-8b9f-926f108212c6\"], \"total_duration\": 505.0, \"total_sessions\": 6, \"mean_week_duration\": 2.563}}]\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 user with a sessions summation that is above 5 and below 7 in addition perform sorting by sum of sessions 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{\"50832\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-23 05:10:38.000000+00:00\", \"2019-03-18 02:53:22.000000+00:00\"], \"session_ids\": [\"30ea421e-5eee-4fc6-a18c-3e736a27e96e\", \"8e9177d8-70d0-4256-a27f-74de1aa989a8\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 11.344}, \"45250\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-09-10 04:26:01.000000+00:00\", \"2021-11-29 10:26:28.000000+00:00\", \"2019-05-03 21:49:31.000000+00:00\", \"2020-03-14 00:09:21.000000+00:00\", \"2022-09-29 11:04:28.000000+00:00\", \"2021-11-07 21:17:20.000000+00:00\", \"2019-09-06 23:28:36.000000+00:00\", \"2019-12-10 03:37:58.000000+00:00\"], \"session_ids\": [\"a37491e3-dac9-4b2f-b7eb-d24babd0e683\", \"e935be29-a206-4521-a143-3521a929c301\", \"46d08bee-f5e3-411b-94c2-f048902c6107\", \"75e7e24b-e24b-4346-952e-f39cf3babd6f\", \"a0fe04f4-8c63-4865-b5bd-0c9802baf633\", \"786b505e-8d67-4c33-93b5-b689ba0a882d\", \"23afb1ae-133b-462b-8ae5-3f06e0564657\", \"603dba02-380a-41bb-ab4b-884eca369780\"], \"total_duration\": 9247.0, \"total_sessions\": 8, \"mean_week_duration\": 51.949}, \"70886\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-25 01:03:45.000000+00:00\", \"2022-01-21 11:23:12.000000+00:00\"], \"session_ids\": [\"d971d35a-cc2c-46d9-ab9d-179010bd89f9\", \"5c6ad888-7ec2-4cc5-8330-798587cee42e\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 2.305}, \"27860\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-02 19:55:18.000000+00:00\", \"2021-11-27 11:57:00.000000+00:00\", \"2019-02-02 15:45:48.000000+00:00\"], \"session_ids\": [\"76024519-3fe4-4ce0-bc02-d95cc7e9cbf7\", \"5b8298d2-f864-4564-9428-9fce453a2939\", \"3ab7540e-62ec-43c2-962c-f81c7095b20c\"], \"total_duration\": 817.0, \"total_sessions\": 3, \"mean_week_duration\": 4.806}, \"75946\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-11 08:56:27.000000+00:00\", \"2021-08-01 20:07:50.000000+00:00\", \"2021-06-29 01:24:13.000000+00:00\", \"2021-01-20 13:14:25.000000+00:00\"], \"session_ids\": [\"def09c96-d9be-402e-a111-a6aab31844c9\", \"18a34264-ff5a-4de3-a8d8-85633f79796f\", \"cd899003-a915-46fb-acdb-441fecd8c41d\", \"130ded3b-d1ad-470a-8b05-012d84499a37\"], \"total_duration\": 1859.0, \"total_sessions\": 4, \"mean_week_duration\": 30.983}, \"84909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-17 17:14:09.000000+00:00\", \"2023-06-03 01:42:17.000000+00:00\", \"2022-06-08 11:02:13.000000+00:00\", \"2021-10-07 01:54:34.000000+00:00\", \"2021-11-19 01:03:20.000000+00:00\"], \"session_ids\": [\"37e4aa8b-258f-4a27-8053-bb6af4f901e5\", \"70a290ea-ac32-40c0-b049-f47af315b020\", \"48d5dbaf-2f52-4535-ad13-40a0fc555b13\", \"77701e11-6064-4598-a3f4-2c0878522fb5\", \"4581a5fa-e08a-4403-b9a4-fd58edc06116\"], \"total_duration\": 419.0, \"total_sessions\": 5, \"mean_week_duration\": 2.635}, \"64057\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-05 11:57:28.000000+00:00\", \"2023-03-29 10:37:26.000000+00:00\", \"2021-03-09 11:48:27.000000+00:00\", \"2022-06-30 03:27:28.000000+00:00\"], \"session_ids\": [\"190aa0bc-f62c-462b-a5d8-f2d49ee2cd64\", \"8017fdc5-9785-4d1e-a380-9f7b7f7a73e0\", \"c320116d-987a-4fc0-b9a1-3c6cee4667ae\", \"e3a8ea45-3e80-4f40-ae23-13ef77f622ca\"], \"total_duration\": 488.0, \"total_sessions\": 4, \"mean_week_duration\": 4.561}, \"2988\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-16 11:17:43.000000+00:00\", \"2023-05-24 14:01:03.000000+00:00\"], \"session_ids\": [\"9d2d60de-4938-4006-9d77-4e435d1513cb\", \"5ebb6a20-630d-4de7-9734-ff747c7b0938\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 2.192}, \"17518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-23 10:52:08.000000+00:00\", \"2021-06-20 10:44:38.000000+00:00\"], \"session_ids\": [\"defa477a-b3c2-400b-a26a-a752e7720176\", \"3755f791-12c9-4e1b-a1e2-048bc2debbb8\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 7.667}, \"9313\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-21 07:55:35.000000+00:00\", \"2020-05-14 02:02:56.000000+00:00\", \"2022-04-20 23:41:26.000000+00:00\"], \"session_ids\": [\"fd1552e4-9699-4b44-89a1-d98d4f4660e1\", \"5aaa6e9c-bca3-4704-8bbd-fd190ea2cc8a\", \"dfc2a73b-5072-4a6a-b615-c2328d0ff09e\"], \"total_duration\": 108.0, \"total_sessions\": 3, \"mean_week_duration\": 0.885}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 5 and are equal or less than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-17 17:14:09.000000+00:00\", \"2023-06-03 01:42:17.000000+00:00\", \"2022-06-08 11:02:13.000000+00:00\", \"2021-10-07 01:54:34.000000+00:00\", \"2021-11-19 01:03:20.000000+00:00\"], \"session_ids\": [\"37e4aa8b-258f-4a27-8053-bb6af4f901e5\", \"70a290ea-ac32-40c0-b049-f47af315b020\", \"48d5dbaf-2f52-4535-ad13-40a0fc555b13\", \"77701e11-6064-4598-a3f4-2c0878522fb5\", \"4581a5fa-e08a-4403-b9a4-fd58edc06116\"], \"total_duration\": 419.0, \"total_sessions\": 5, \"mean_week_duration\": 2.635}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-17 17:14:09.000000+00:00\", \"2023-06-03 01:42:17.000000+00:00\", \"2022-06-08 11:02:13.000000+00:00\", \"2021-10-07 01:54:34.000000+00:00\", \"2021-11-19 01:03:20.000000+00:00\"], \"session_ids\": [\"37e4aa8b-258f-4a27-8053-bb6af4f901e5\", \"70a290ea-ac32-40c0-b049-f47af315b020\", \"48d5dbaf-2f52-4535-ad13-40a0fc555b13\", \"77701e11-6064-4598-a3f4-2c0878522fb5\", \"4581a5fa-e08a-4403-b9a4-fd58edc06116\"], \"total_duration\": 419.0, \"total_sessions\": 5, \"mean_week_duration\": 2.635}}]\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[{\"84909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-17 17:14:09.000000+00:00\", \"2023-06-03 01:42:17.000000+00:00\", \"2022-06-08 11:02:13.000000+00:00\", \"2021-10-07 01:54:34.000000+00:00\", \"2021-11-19 01:03:20.000000+00:00\"], \"session_ids\": [\"37e4aa8b-258f-4a27-8053-bb6af4f901e5\", \"70a290ea-ac32-40c0-b049-f47af315b020\", \"48d5dbaf-2f52-4535-ad13-40a0fc555b13\", \"77701e11-6064-4598-a3f4-2c0878522fb5\", \"4581a5fa-e08a-4403-b9a4-fd58edc06116\"], \"total_duration\": 419.0, \"total_sessions\": 5, \"mean_week_duration\": 2.635}}]\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[{\"84909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-17 17:14:09.000000+00:00\", \"2023-06-03 01:42:17.000000+00:00\", \"2022-06-08 11:02:13.000000+00:00\", \"2021-10-07 01:54:34.000000+00:00\", \"2021-11-19 01:03:20.000000+00:00\"], \"session_ids\": [\"37e4aa8b-258f-4a27-8053-bb6af4f901e5\", \"70a290ea-ac32-40c0-b049-f47af315b020\", \"48d5dbaf-2f52-4535-ad13-40a0fc555b13\", \"77701e11-6064-4598-a3f4-2c0878522fb5\", \"4581a5fa-e08a-4403-b9a4-fd58edc06116\"], \"total_duration\": 419.0, \"total_sessions\": 5, \"mean_week_duration\": 2.635}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 4 users who don't live in cities Ho Chi Minh City, Buenos Aires, Warsaw, Berlin, Dubai, Hanoi, Cape Town additionaly do sorting by name of the town in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-24 23:13:12.000000+00:00\", \"2023-02-12 10:39:44.000000+00:00\"], \"session_ids\": [\"bba42f42-ef70-4541-b23e-a5b264b539cf\", \"4f332003-a1dc-46d1-9a1d-df2550c3a5e9\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"34684\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-23 14:25:07.000000+00:00\", \"2023-06-28 12:41:56.000000+00:00\"], \"session_ids\": [\"d49b3d79-8b33-40ca-a17e-c8a62ac2e5e5\", \"5c0e94af-8cb9-46d7-bbce-701d7db1f565\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 5.629}, \"60945\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-12-01 19:23:15.000000+00:00\", \"2020-10-07 20:02:15.000000+00:00\"], \"session_ids\": [\"9b44cb91-9d4c-4235-b05a-d373c40452ae\", \"34edf2de-eb86-4b36-8638-541e43876e8f\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.267}, \"1710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-24 06:10:46.000000+00:00\", \"2021-02-25 01:41:32.000000+00:00\", \"2020-01-19 07:21:51.000000+00:00\", \"2020-11-17 22:48:11.000000+00:00\", \"2023-01-20 22:31:05.000000+00:00\", \"2019-09-25 21:51:59.000000+00:00\", \"2020-03-28 01:12:43.000000+00:00\"], \"session_ids\": [\"dec982f2-652a-4c9d-8219-2992b00e7ce4\", \"80f8a7f3-9ca9-4acf-bc97-074d075fba59\", \"aacf5096-aba3-43da-abbc-961326dca569\", \"a793a6df-f935-418c-a4c0-ccb1137e9a2a\", \"fa5a24e6-b216-46a5-bc83-660d10c597b9\", \"58658f13-8057-4251-bc8f-7f5fc8820094\", \"703e6063-65d8-444e-9d0a-edb357752067\"], \"total_duration\": 503.0, \"total_sessions\": 7, \"mean_week_duration\": 2.749}, \"40788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-01 08:57:46.000000+00:00\", \"2022-06-14 06:06:29.000000+00:00\"], \"session_ids\": [\"349c26cd-cf08-48fe-8aef-728737ee980b\", \"8200fb10-da3a-457b-adb5-79ff4861d219\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 33.429}, \"27082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-11 21:32:48.000000+00:00\", \"2019-12-25 09:27:07.000000+00:00\"], \"session_ids\": [\"6004d769-d678-4aa3-a5e4-d439e89bd092\", \"d9d52994-a10a-4cc6-8353-b767a9891bd1\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.717}, \"85883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-31 14:49:59.000000+00:00\", \"2023-02-06 21:55:29.000000+00:00\", \"2021-05-22 18:09:13.000000+00:00\"], \"session_ids\": [\"24e811f2-1c40-4c3a-890f-10eaca13eac6\", \"fc3e0f77-1734-45ec-91c9-ab6e70584194\", \"26041080-81c7-4d4f-ac93-f22b6547b149\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 5.059}, \"37117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-25 14:48:03.000000+00:00\", \"2021-09-02 22:21:47.000000+00:00\"], \"session_ids\": [\"5d8ae9a5-8a01-4d02-988c-96a29534e61e\", \"89e90c24-12f5-429a-ad7d-87b4d20a252d\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 13.444}, \"88034\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-08 04:32:35.000000+00:00\", \"2019-11-23 18:35:24.000000+00:00\"], \"session_ids\": [\"300b0516-3c63-4da0-9cf8-6a483d6b3b53\", \"ade7eba6-f7ce-4f11-b903-4081fcfb8f11\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}, \"26783\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-01 20:52:48.000000+00:00\", \"2023-06-15 01:49:33.000000+00:00\", \"2021-09-19 21:48:58.000000+00:00\"], \"session_ids\": [\"487bdc74-1322-4518-8dc2-489ef8b7aea5\", \"dea5b489-1f0c-4e25-adf3-a7cd5e4fb40f\", \"1038f4e6-1376-4fcc-a8ec-45f949077d42\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.264}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Ho Chi Minh City, Buenos Aires, Warsaw, Berlin, Dubai, Hanoi, Cape Town"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Ho Chi Minh City\", \"Buenos Aires\", \"Warsaw\", \"Berlin\", \"Dubai\", \"Hanoi\", \"Cape Town\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-24 23:13:12.000000+00:00\", \"2023-02-12 10:39:44.000000+00:00\"], \"session_ids\": [\"bba42f42-ef70-4541-b23e-a5b264b539cf\", \"4f332003-a1dc-46d1-9a1d-df2550c3a5e9\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"34684\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-23 14:25:07.000000+00:00\", \"2023-06-28 12:41:56.000000+00:00\"], \"session_ids\": [\"d49b3d79-8b33-40ca-a17e-c8a62ac2e5e5\", \"5c0e94af-8cb9-46d7-bbce-701d7db1f565\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 5.629}, \"1710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-24 06:10:46.000000+00:00\", \"2021-02-25 01:41:32.000000+00:00\", \"2020-01-19 07:21:51.000000+00:00\", \"2020-11-17 22:48:11.000000+00:00\", \"2023-01-20 22:31:05.000000+00:00\", \"2019-09-25 21:51:59.000000+00:00\", \"2020-03-28 01:12:43.000000+00:00\"], \"session_ids\": [\"dec982f2-652a-4c9d-8219-2992b00e7ce4\", \"80f8a7f3-9ca9-4acf-bc97-074d075fba59\", \"aacf5096-aba3-43da-abbc-961326dca569\", \"a793a6df-f935-418c-a4c0-ccb1137e9a2a\", \"fa5a24e6-b216-46a5-bc83-660d10c597b9\", \"58658f13-8057-4251-bc8f-7f5fc8820094\", \"703e6063-65d8-444e-9d0a-edb357752067\"], \"total_duration\": 503.0, \"total_sessions\": 7, \"mean_week_duration\": 2.749}, \"40788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-01 08:57:46.000000+00:00\", \"2022-06-14 06:06:29.000000+00:00\"], \"session_ids\": [\"349c26cd-cf08-48fe-8aef-728737ee980b\", \"8200fb10-da3a-457b-adb5-79ff4861d219\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 33.429}, \"27082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-11 21:32:48.000000+00:00\", \"2019-12-25 09:27:07.000000+00:00\"], \"session_ids\": [\"6004d769-d678-4aa3-a5e4-d439e89bd092\", \"d9d52994-a10a-4cc6-8353-b767a9891bd1\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.717}, \"85883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-31 14:49:59.000000+00:00\", \"2023-02-06 21:55:29.000000+00:00\", \"2021-05-22 18:09:13.000000+00:00\"], \"session_ids\": [\"24e811f2-1c40-4c3a-890f-10eaca13eac6\", \"fc3e0f77-1734-45ec-91c9-ab6e70584194\", \"26041080-81c7-4d4f-ac93-f22b6547b149\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 5.059}, \"37117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-25 14:48:03.000000+00:00\", \"2021-09-02 22:21:47.000000+00:00\"], \"session_ids\": [\"5d8ae9a5-8a01-4d02-988c-96a29534e61e\", \"89e90c24-12f5-429a-ad7d-87b4d20a252d\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 13.444}, \"88034\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-08 04:32:35.000000+00:00\", \"2019-11-23 18:35:24.000000+00:00\"], \"session_ids\": [\"300b0516-3c63-4da0-9cf8-6a483d6b3b53\", \"ade7eba6-f7ce-4f11-b903-4081fcfb8f11\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}, \"26783\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-01 20:52:48.000000+00:00\", \"2023-06-15 01:49:33.000000+00:00\", \"2021-09-19 21:48:58.000000+00:00\"], \"session_ids\": [\"487bdc74-1322-4518-8dc2-489ef8b7aea5\", \"dea5b489-1f0c-4e25-adf3-a7cd5e4fb40f\", \"1038f4e6-1376-4fcc-a8ec-45f949077d42\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.264}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-31 14:49:59.000000+00:00\", \"2023-02-06 21:55:29.000000+00:00\", \"2021-05-22 18:09:13.000000+00:00\"], \"session_ids\": [\"24e811f2-1c40-4c3a-890f-10eaca13eac6\", \"fc3e0f77-1734-45ec-91c9-ab6e70584194\", \"26041080-81c7-4d4f-ac93-f22b6547b149\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 5.059}}, {\"96330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-24 23:13:12.000000+00:00\", \"2023-02-12 10:39:44.000000+00:00\"], \"session_ids\": [\"bba42f42-ef70-4541-b23e-a5b264b539cf\", \"4f332003-a1dc-46d1-9a1d-df2550c3a5e9\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"40788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-01 08:57:46.000000+00:00\", \"2022-06-14 06:06:29.000000+00:00\"], \"session_ids\": [\"349c26cd-cf08-48fe-8aef-728737ee980b\", \"8200fb10-da3a-457b-adb5-79ff4861d219\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 33.429}}, {\"37117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-25 14:48:03.000000+00:00\", \"2021-09-02 22:21:47.000000+00:00\"], \"session_ids\": [\"5d8ae9a5-8a01-4d02-988c-96a29534e61e\", \"89e90c24-12f5-429a-ad7d-87b4d20a252d\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 13.444}}, {\"26783\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-01 20:52:48.000000+00:00\", \"2023-06-15 01:49:33.000000+00:00\", \"2021-09-19 21:48:58.000000+00:00\"], \"session_ids\": [\"487bdc74-1322-4518-8dc2-489ef8b7aea5\", \"dea5b489-1f0c-4e25-adf3-a7cd5e4fb40f\", \"1038f4e6-1376-4fcc-a8ec-45f949077d42\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.264}}, {\"34684\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-23 14:25:07.000000+00:00\", \"2023-06-28 12:41:56.000000+00:00\"], \"session_ids\": [\"d49b3d79-8b33-40ca-a17e-c8a62ac2e5e5\", \"5c0e94af-8cb9-46d7-bbce-701d7db1f565\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 5.629}}, {\"27082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-11 21:32:48.000000+00:00\", \"2019-12-25 09:27:07.000000+00:00\"], \"session_ids\": [\"6004d769-d678-4aa3-a5e4-d439e89bd092\", \"d9d52994-a10a-4cc6-8353-b767a9891bd1\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.717}}, {\"1710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-24 06:10:46.000000+00:00\", \"2021-02-25 01:41:32.000000+00:00\", \"2020-01-19 07:21:51.000000+00:00\", \"2020-11-17 22:48:11.000000+00:00\", \"2023-01-20 22:31:05.000000+00:00\", \"2019-09-25 21:51:59.000000+00:00\", \"2020-03-28 01:12:43.000000+00:00\"], \"session_ids\": [\"dec982f2-652a-4c9d-8219-2992b00e7ce4\", \"80f8a7f3-9ca9-4acf-bc97-074d075fba59\", \"aacf5096-aba3-43da-abbc-961326dca569\", \"a793a6df-f935-418c-a4c0-ccb1137e9a2a\", \"fa5a24e6-b216-46a5-bc83-660d10c597b9\", \"58658f13-8057-4251-bc8f-7f5fc8820094\", \"703e6063-65d8-444e-9d0a-edb357752067\"], \"total_duration\": 503.0, \"total_sessions\": 7, \"mean_week_duration\": 2.749}}, {\"88034\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-08 04:32:35.000000+00:00\", \"2019-11-23 18:35:24.000000+00:00\"], \"session_ids\": [\"300b0516-3c63-4da0-9cf8-6a483d6b3b53\", \"ade7eba6-f7ce-4f11-b903-4081fcfb8f11\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-31 14:49:59.000000+00:00\", \"2023-02-06 21:55:29.000000+00:00\", \"2021-05-22 18:09:13.000000+00:00\"], \"session_ids\": [\"24e811f2-1c40-4c3a-890f-10eaca13eac6\", \"fc3e0f77-1734-45ec-91c9-ab6e70584194\", \"26041080-81c7-4d4f-ac93-f22b6547b149\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 5.059}}, {\"96330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-24 23:13:12.000000+00:00\", \"2023-02-12 10:39:44.000000+00:00\"], \"session_ids\": [\"bba42f42-ef70-4541-b23e-a5b264b539cf\", \"4f332003-a1dc-46d1-9a1d-df2550c3a5e9\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"40788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-01 08:57:46.000000+00:00\", \"2022-06-14 06:06:29.000000+00:00\"], \"session_ids\": [\"349c26cd-cf08-48fe-8aef-728737ee980b\", \"8200fb10-da3a-457b-adb5-79ff4861d219\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 33.429}}, {\"37117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-25 14:48:03.000000+00:00\", \"2021-09-02 22:21:47.000000+00:00\"], \"session_ids\": [\"5d8ae9a5-8a01-4d02-988c-96a29534e61e\", \"89e90c24-12f5-429a-ad7d-87b4d20a252d\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 13.444}}]\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[{\"85883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-31 14:49:59.000000+00:00\", \"2023-02-06 21:55:29.000000+00:00\", \"2021-05-22 18:09:13.000000+00:00\"], \"session_ids\": [\"24e811f2-1c40-4c3a-890f-10eaca13eac6\", \"fc3e0f77-1734-45ec-91c9-ab6e70584194\", \"26041080-81c7-4d4f-ac93-f22b6547b149\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 5.059}}, {\"96330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-24 23:13:12.000000+00:00\", \"2023-02-12 10:39:44.000000+00:00\"], \"session_ids\": [\"bba42f42-ef70-4541-b23e-a5b264b539cf\", \"4f332003-a1dc-46d1-9a1d-df2550c3a5e9\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"40788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-01 08:57:46.000000+00:00\", \"2022-06-14 06:06:29.000000+00:00\"], \"session_ids\": [\"349c26cd-cf08-48fe-8aef-728737ee980b\", \"8200fb10-da3a-457b-adb5-79ff4861d219\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 33.429}}, {\"37117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-25 14:48:03.000000+00:00\", \"2021-09-02 22:21:47.000000+00:00\"], \"session_ids\": [\"5d8ae9a5-8a01-4d02-988c-96a29534e61e\", \"89e90c24-12f5-429a-ad7d-87b4d20a252d\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 13.444}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 6 users with a sum of sessions of sessions that is below 2, inclusive num 2 and in addition execute sorting by total_sessions from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-10 22:28:59.000000+00:00\", \"2022-07-14 12:11:00.000000+00:00\"], \"session_ids\": [\"3949a48f-03c4-4aa1-9569-709f383a2be3\", \"174ea7fd-0374-4a22-9e81-70292c38c242\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.625}, \"53072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-08-21 06:35:58.000000+00:00\", \"2019-11-13 14:00:34.000000+00:00\"], \"session_ids\": [\"ea9dc2d4-6682-4c92-8b90-2b9b01e69484\", \"673743f5-e909-498e-a25a-b229fb088f08\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 2.966}, \"66640\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-09 08:29:33.000000+00:00\", \"2022-05-29 13:00:06.000000+00:00\", \"2021-09-08 11:11:44.000000+00:00\"], \"session_ids\": [\"ed765bd8-1210-468f-9516-de9b0cc78975\", \"e43ffe5b-3c4e-4f9a-b48e-547d5bb3caa6\", \"17581ef0-22ff-4bae-861c-c44e7ef1d4b6\"], \"total_duration\": 166.0, \"total_sessions\": 3, \"mean_week_duration\": 0.982}, \"6016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2021-11-06 08:54:18.000000+00:00\", \"2020-03-15 13:36:27.000000+00:00\", \"2020-04-16 08:37:34.000000+00:00\"], \"session_ids\": [\"2a5239fd-818f-43f6-9696-bb1d6acfe31f\", \"946a87d8-7f91-4fbf-aed0-ed6b76775b84\", \"9a831033-f0e8-4a7f-9e80-b3d8d64ccaf0\"], \"total_duration\": 633.0, \"total_sessions\": 3, \"mean_week_duration\": 7.36}, \"41746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-16 11:58:37.000000+00:00\", \"2022-05-31 06:32:26.000000+00:00\"], \"session_ids\": [\"cd9113c4-7a9f-4050-848e-f142c69fa842\", \"f44a96b4-f096-4a89-a7d5-41da431cde54\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.058}, \"31661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-12 02:35:48.000000+00:00\", \"2022-05-12 00:54:20.000000+00:00\", \"2021-10-04 01:49:42.000000+00:00\", \"2019-07-07 21:49:38.000000+00:00\", \"2022-02-12 06:44:55.000000+00:00\", \"2019-10-25 10:30:45.000000+00:00\", \"2021-08-16 23:40:07.000000+00:00\", \"2021-01-21 21:27:10.000000+00:00\", \"2020-11-05 04:19:33.000000+00:00\", \"2021-10-13 08:54:35.000000+00:00\", \"2020-05-31 13:52:07.000000+00:00\"], \"session_ids\": [\"33c514e1-d6ab-4d6f-805e-2bb9c732fff1\", \"9f3d8130-baeb-4570-8812-fabdd0faa641\", \"9b1744d6-73b6-44a2-922f-f0e641bd08a8\", \"b6746c58-3498-4c42-ad92-3a02f3be8e30\", \"cbf7a811-a8de-4364-a522-ad75db852ef9\", \"5da71416-efa1-4e05-ac4a-d9c21fb296c5\", \"57e6770f-e44e-4b8e-9832-6a6151ca43ce\", \"308b4e5a-f99e-40c4-8b2d-f6fde453a32c\", \"68c8eb13-836b-4977-9931-caa54328352d\", \"adb24168-26c9-4878-b9d5-11e39b380887\", \"715bb6db-53fb-4234-affd-41a7cd173654\"], \"total_duration\": 4833.0, \"total_sessions\": 11, \"mean_week_duration\": 32.436}, \"43710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-26 22:25:05.000000+00:00\", \"2019-11-19 14:44:16.000000+00:00\", \"2020-11-07 15:30:20.000000+00:00\", \"2022-08-06 10:34:37.000000+00:00\", \"2020-05-07 10:58:42.000000+00:00\", \"2020-10-19 10:47:09.000000+00:00\", \"2020-03-01 11:09:58.000000+00:00\", \"2021-01-16 12:37:51.000000+00:00\", \"2020-05-29 15:21:16.000000+00:00\", \"2020-09-24 05:55:35.000000+00:00\"], \"session_ids\": [\"6415b13b-6348-438e-8441-846b06db8151\", \"1129d8b4-08fa-40b6-a8c0-9e2cc8413614\", \"0ea765df-2f8f-411d-a3eb-9dc33d4913e9\", \"cf1b9a83-6f63-42a0-b27b-9d4b582a90e7\", \"5ca7dd7b-6750-4da1-877a-09124d072381\", \"b9a9fc37-b298-4ecb-ba9c-98db844b28ed\", \"6169702c-3b23-4c83-92e1-5bb437be0a0e\", \"1ea3665f-7ee1-4321-ba75-02d18331d01e\", \"bad54fe9-5871-4646-ae14-0baa459bbbd6\", \"b77cd032-7cd9-4386-8a13-0fc2c8b3ed3e\"], \"total_duration\": 16042.0, \"total_sessions\": 10, \"mean_week_duration\": 110.634}, \"84190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-20 19:29:24.000000+00:00\", \"2022-12-11 22:27:21.000000+00:00\"], \"session_ids\": [\"d3e1d808-da23-4482-b3b5-a285fc76c944\", \"f4f8ed7a-9dd1-4aad-9694-2de8afaa52b9\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}, \"77563\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-26 04:45:41.000000+00:00\", \"2022-07-11 00:04:33.000000+00:00\", \"2022-08-01 06:29:21.000000+00:00\", \"2021-07-17 22:37:00.000000+00:00\", \"2022-05-12 23:57:06.000000+00:00\", \"2021-04-06 12:55:41.000000+00:00\", \"2022-05-14 15:05:25.000000+00:00\", \"2019-09-12 21:09:35.000000+00:00\", \"2020-07-16 05:53:52.000000+00:00\"], \"session_ids\": [\"9fee773d-8002-4005-bc82-896250afbd2e\", \"5d57ce9b-a5bb-4ac4-8fbc-2dd37ee9ea38\", \"088a7f22-69b2-4e32-b570-6972a3ab0388\", \"967c6b70-d030-4fc0-b469-a41da57c2942\", \"62bf60bd-cd09-4153-9fac-8948708365a6\", \"0a912bfb-4ee1-472f-a372-65ab891192f4\", \"93436d1f-1a14-4dc0-a8db-f7a0db34e34f\", \"8012b295-4e8f-4d0c-b6ae-7c1086cdf3fe\", \"79c902d4-2a50-4b1a-99ba-163c1cf8ab12\"], \"total_duration\": 26261.0, \"total_sessions\": 9, \"mean_week_duration\": 173.914}, \"34329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-11 10:49:06.000000+00:00\", \"2019-11-08 04:15:43.000000+00:00\"], \"session_ids\": [\"eea10283-5718-457f-bf6c-1099110948db\", \"e6a94f2e-a14e-4990-a4a1-8309356a7e6c\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 12.522}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-10 22:28:59.000000+00:00\", \"2022-07-14 12:11:00.000000+00:00\"], \"session_ids\": [\"3949a48f-03c4-4aa1-9569-709f383a2be3\", \"174ea7fd-0374-4a22-9e81-70292c38c242\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.625}, \"53072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-08-21 06:35:58.000000+00:00\", \"2019-11-13 14:00:34.000000+00:00\"], \"session_ids\": [\"ea9dc2d4-6682-4c92-8b90-2b9b01e69484\", \"673743f5-e909-498e-a25a-b229fb088f08\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 2.966}, \"41746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-16 11:58:37.000000+00:00\", \"2022-05-31 06:32:26.000000+00:00\"], \"session_ids\": [\"cd9113c4-7a9f-4050-848e-f142c69fa842\", \"f44a96b4-f096-4a89-a7d5-41da431cde54\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.058}, \"84190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-20 19:29:24.000000+00:00\", \"2022-12-11 22:27:21.000000+00:00\"], \"session_ids\": [\"d3e1d808-da23-4482-b3b5-a285fc76c944\", \"f4f8ed7a-9dd1-4aad-9694-2de8afaa52b9\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}, \"34329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-11 10:49:06.000000+00:00\", \"2019-11-08 04:15:43.000000+00:00\"], \"session_ids\": [\"eea10283-5718-457f-bf6c-1099110948db\", \"e6a94f2e-a14e-4990-a4a1-8309356a7e6c\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 12.522}}\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[{\"1085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-10 22:28:59.000000+00:00\", \"2022-07-14 12:11:00.000000+00:00\"], \"session_ids\": [\"3949a48f-03c4-4aa1-9569-709f383a2be3\", \"174ea7fd-0374-4a22-9e81-70292c38c242\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.625}}, {\"53072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-08-21 06:35:58.000000+00:00\", \"2019-11-13 14:00:34.000000+00:00\"], \"session_ids\": [\"ea9dc2d4-6682-4c92-8b90-2b9b01e69484\", \"673743f5-e909-498e-a25a-b229fb088f08\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 2.966}}, {\"41746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-16 11:58:37.000000+00:00\", \"2022-05-31 06:32:26.000000+00:00\"], \"session_ids\": [\"cd9113c4-7a9f-4050-848e-f142c69fa842\", \"f44a96b4-f096-4a89-a7d5-41da431cde54\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.058}}, {\"84190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-20 19:29:24.000000+00:00\", \"2022-12-11 22:27:21.000000+00:00\"], \"session_ids\": [\"d3e1d808-da23-4482-b3b5-a285fc76c944\", \"f4f8ed7a-9dd1-4aad-9694-2de8afaa52b9\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}}, {\"34329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-11 10:49:06.000000+00:00\", \"2019-11-08 04:15:43.000000+00:00\"], \"session_ids\": [\"eea10283-5718-457f-bf6c-1099110948db\", \"e6a94f2e-a14e-4990-a4a1-8309356a7e6c\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 12.522}}]\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[{\"1085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-10 22:28:59.000000+00:00\", \"2022-07-14 12:11:00.000000+00:00\"], \"session_ids\": [\"3949a48f-03c4-4aa1-9569-709f383a2be3\", \"174ea7fd-0374-4a22-9e81-70292c38c242\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.625}}, {\"53072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-08-21 06:35:58.000000+00:00\", \"2019-11-13 14:00:34.000000+00:00\"], \"session_ids\": [\"ea9dc2d4-6682-4c92-8b90-2b9b01e69484\", \"673743f5-e909-498e-a25a-b229fb088f08\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 2.966}}, {\"41746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-16 11:58:37.000000+00:00\", \"2022-05-31 06:32:26.000000+00:00\"], \"session_ids\": [\"cd9113c4-7a9f-4050-848e-f142c69fa842\", \"f44a96b4-f096-4a89-a7d5-41da431cde54\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.058}}, {\"84190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-20 19:29:24.000000+00:00\", \"2022-12-11 22:27:21.000000+00:00\"], \"session_ids\": [\"d3e1d808-da23-4482-b3b5-a285fc76c944\", \"f4f8ed7a-9dd1-4aad-9694-2de8afaa52b9\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}}, {\"34329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-11 10:49:06.000000+00:00\", \"2019-11-08 04:15:43.000000+00:00\"], \"session_ids\": [\"eea10283-5718-457f-bf6c-1099110948db\", \"e6a94f2e-a14e-4990-a4a1-8309356a7e6c\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 12.522}}]\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[{\"1085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-10 22:28:59.000000+00:00\", \"2022-07-14 12:11:00.000000+00:00\"], \"session_ids\": [\"3949a48f-03c4-4aa1-9569-709f383a2be3\", \"174ea7fd-0374-4a22-9e81-70292c38c242\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.625}}, {\"53072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-08-21 06:35:58.000000+00:00\", \"2019-11-13 14:00:34.000000+00:00\"], \"session_ids\": [\"ea9dc2d4-6682-4c92-8b90-2b9b01e69484\", \"673743f5-e909-498e-a25a-b229fb088f08\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 2.966}}, {\"41746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-16 11:58:37.000000+00:00\", \"2022-05-31 06:32:26.000000+00:00\"], \"session_ids\": [\"cd9113c4-7a9f-4050-848e-f142c69fa842\", \"f44a96b4-f096-4a89-a7d5-41da431cde54\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.058}}, {\"84190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-20 19:29:24.000000+00:00\", \"2022-12-11 22:27:21.000000+00:00\"], \"session_ids\": [\"d3e1d808-da23-4482-b3b5-a285fc76c944\", \"f4f8ed7a-9dd1-4aad-9694-2de8afaa52b9\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}}, {\"34329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-11 10:49:06.000000+00:00\", \"2019-11-08 04:15:43.000000+00:00\"], \"session_ids\": [\"eea10283-5718-457f-bf6c-1099110948db\", \"e6a94f2e-a14e-4990-a4a1-8309356a7e6c\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 12.522}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about user whose duration total is greater than 1241 inclusively also carry out sorting by time in app per week from the smallest to the largest , moreover provide me only with 2 pieces of information."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-12-05 00:38:34.000000+00:00\", \"2022-12-05 07:29:12.000000+00:00\"], \"session_ids\": [\"e7c39be3-a57f-4ae9-80a3-cb1b2c6523c5\", \"6b4045c4-bb14-4ea3-886c-3e05a8c2fecc\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 71.0}, \"44012\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-02-02 18:33:01.000000+00:00\", \"2021-07-27 07:46:07.000000+00:00\"], \"session_ids\": [\"f53ef699-578b-44ac-9d0c-f2ebec177ffe\", \"a924e8a2-ac43-4fe6-9739-6c51f19dcdc3\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.754}, \"28995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-05-22 06:50:50.000000+00:00\", \"2019-04-06 13:51:15.000000+00:00\", \"2022-04-09 14:16:44.000000+00:00\", \"2021-09-29 04:41:29.000000+00:00\", \"2021-01-29 16:32:14.000000+00:00\"], \"session_ids\": [\"4e13a5d6-a9aa-4947-82cb-0283cb0f38e6\", \"2fff605e-567f-47a1-a477-787d0327d0fa\", \"5f3514b1-9d04-434b-8327-4e933c7f05ea\", \"c16caabf-3e0f-499f-bb2b-432293fd7f94\", \"8057d300-03dd-4b60-9ff5-2aa38d13f5df\"], \"total_duration\": 97.0, \"total_sessions\": 5, \"mean_week_duration\": 0.449}, \"58681\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-12-28 01:46:52.000000+00:00\", \"2022-01-25 06:55:59.000000+00:00\", \"2021-06-21 16:37:19.000000+00:00\", \"2021-12-26 20:29:32.000000+00:00\", \"2022-11-24 11:03:48.000000+00:00\"], \"session_ids\": [\"e34ae166-03bd-4f65-8d6f-743711cb8bd7\", \"ba0acc65-79fb-48d5-b166-ebb68e5c0f51\", \"84f233df-aec7-484b-897a-55a7e6273de0\", \"d9702a9b-f6e7-4302-9ba1-9c770be6802a\", \"0ebbb1b5-632d-4977-afa2-fd236ef75641\"], \"total_duration\": 1872.0, \"total_sessions\": 5, \"mean_week_duration\": 12.316}, \"65098\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-10-03 04:58:56.000000+00:00\", \"2022-01-08 04:21:17.000000+00:00\"], \"session_ids\": [\"9f8ee36c-8bdf-451e-b0de-352e56a08c7f\", \"7bbbf16e-fe54-4d3d-ac63-6301d7457183\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 13.643}, \"16083\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-22 22:28:09.000000+00:00\", \"2020-11-12 00:21:42.000000+00:00\"], \"session_ids\": [\"de12e4a9-f0de-4eaf-a3b3-69cc5219c6aa\", \"5bb464fe-77d6-4d37-89bc-319a4eb0f10c\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 168.5}, \"19130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-05 16:28:19.000000+00:00\", \"2021-10-03 05:51:53.000000+00:00\"], \"session_ids\": [\"451af8fe-a511-4496-970f-1ece4f69daeb\", \"9d58a973-30c9-4fba-9fd4-f49bbe983035\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 7.396}, \"98071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-01 07:59:38.000000+00:00\", \"2019-11-01 20:27:11.000000+00:00\"], \"session_ids\": [\"680841eb-65e7-46bf-b55b-707a88b940d5\", \"cc3c9c90-8e32-4f6c-8abf-3402d903311d\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.306}, \"46948\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-02 15:54:47.000000+00:00\", \"2020-05-02 12:48:00.000000+00:00\", \"2021-11-13 16:07:59.000000+00:00\", \"2021-10-16 18:38:51.000000+00:00\", \"2019-11-19 12:51:42.000000+00:00\"], \"session_ids\": [\"c0c490ff-b127-46fa-af92-777731bad81f\", \"1c5ed40e-7b5f-41cf-a79b-e42a90e45662\", \"be26cac3-15dc-4787-a84c-ea880ad2c450\", \"c7d8af2e-f215-4799-8ead-7ae1a568b9a5\", \"60901ac8-144f-4611-9d2a-f8025b817c3b\"], \"total_duration\": 88.0, \"total_sessions\": 5, \"mean_week_duration\": 0.846}, \"55085\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-09-11 17:32:40.000000+00:00\", \"2021-11-06 02:54:22.000000+00:00\"], \"session_ids\": [\"a678bf62-abf7-46bb-a618-73522cc40e1f\", \"66f6421a-5a42-4d62-a5b0-e4d553408e72\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 3.212}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 1241"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1241, 2962]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58681\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-12-28 01:46:52.000000+00:00\", \"2022-01-25 06:55:59.000000+00:00\", \"2021-06-21 16:37:19.000000+00:00\", \"2021-12-26 20:29:32.000000+00:00\", \"2022-11-24 11:03:48.000000+00:00\"], \"session_ids\": [\"e34ae166-03bd-4f65-8d6f-743711cb8bd7\", \"ba0acc65-79fb-48d5-b166-ebb68e5c0f51\", \"84f233df-aec7-484b-897a-55a7e6273de0\", \"d9702a9b-f6e7-4302-9ba1-9c770be6802a\", \"0ebbb1b5-632d-4977-afa2-fd236ef75641\"], \"total_duration\": 1872.0, \"total_sessions\": 5, \"mean_week_duration\": 12.316}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"58681\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-12-28 01:46:52.000000+00:00\", \"2022-01-25 06:55:59.000000+00:00\", \"2021-06-21 16:37:19.000000+00:00\", \"2021-12-26 20:29:32.000000+00:00\", \"2022-11-24 11:03:48.000000+00:00\"], \"session_ids\": [\"e34ae166-03bd-4f65-8d6f-743711cb8bd7\", \"ba0acc65-79fb-48d5-b166-ebb68e5c0f51\", \"84f233df-aec7-484b-897a-55a7e6273de0\", \"d9702a9b-f6e7-4302-9ba1-9c770be6802a\", \"0ebbb1b5-632d-4977-afa2-fd236ef75641\"], \"total_duration\": 1872.0, \"total_sessions\": 5, \"mean_week_duration\": 12.316}}]\n```\n"
}
] |
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