conversations
list |
|---|
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users whose median of duration of sessions per week is bigger than 0 and smaller than 50 also do sorting by duration total from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53688\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-20 04:45:01.000000+00:00\", \"2022-04-22 04:36:58.000000+00:00\", \"2021-08-28 03:09:02.000000+00:00\"], \"session_ids\": [\"935ce921-c31d-4dee-a122-30a43c56166b\", \"52ad9f91-4a50-44d2-85be-e0df5c03dcb0\", \"a44b60c0-68f0-4a8d-a924-74da6442cf21\"], \"total_duration\": 274.0, \"total_sessions\": 3, \"mean_week_duration\": 6.372}, \"71283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-01 00:20:26.000000+00:00\", \"2023-04-13 09:05:53.000000+00:00\"], \"session_ids\": [\"0c8c1cd6-9c2e-4f70-a89a-f66cced36d6d\", \"9a6ad343-63b8-41c1-86e3-a2b697208ff5\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 5.848}, \"82679\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-19 14:15:09.000000+00:00\", \"2019-12-30 07:56:44.000000+00:00\"], \"session_ids\": [\"bc1c090a-5643-44ca-a669-8b8be015694f\", \"520d4f3b-cac6-4058-8cfe-7b35bc81c1e8\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 17.8}, \"12151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-09 08:36:06.000000+00:00\", \"2021-03-06 13:10:14.000000+00:00\"], \"session_ids\": [\"1f9ce64e-2278-422b-b31e-dd89341d225a\", \"4a93105e-4f40-4487-94f3-bebdcb980b0b\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}, \"74514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-06-08 21:19:23.000000+00:00\", \"2022-12-23 12:27:28.000000+00:00\"], \"session_ids\": [\"092b34c1-878c-4a88-a528-dd7d8c24a9a2\", \"5156074b-740f-44f3-a06b-512cb0bc8ef8\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.835}, \"51231\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-28 15:54:43.000000+00:00\", \"2020-01-26 17:07:46.000000+00:00\", \"2021-10-20 06:10:53.000000+00:00\"], \"session_ids\": [\"c8b115fe-7c2a-44b9-b81f-53bdcb84b1fa\", \"76a08246-9538-4c34-8d35-a73e9aafb354\", \"d5b70680-cc8a-42af-ba26-a9e1c9414d69\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 1.359}, \"48552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-05-24 07:41:21.000000+00:00\", \"2022-08-05 10:15:00.000000+00:00\"], \"session_ids\": [\"dfab4b5f-1640-404f-8361-fe5bc01e6f5e\", \"ce4d9b6e-f676-465a-9061-3f8431bceeff\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 17.455}, \"25487\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-01-28 08:56:56.000000+00:00\", \"2021-01-05 03:53:22.000000+00:00\", \"2019-01-24 05:38:38.000000+00:00\", \"2023-04-06 20:41:37.000000+00:00\", \"2021-04-03 13:55:31.000000+00:00\", \"2020-10-14 08:10:38.000000+00:00\", \"2023-05-30 00:54:04.000000+00:00\"], \"session_ids\": [\"e2001f78-0bf8-4059-ac0a-5ed7696fe43b\", \"f78e0f36-1016-4da2-8f11-61d82351ed04\", \"6c43c09a-8405-4de1-b8b3-01afd7fc26b3\", \"d8220408-a375-40c8-91cd-84469ef6a0dc\", \"a536965f-2035-4310-931a-6acf914478bd\", \"f2578010-809b-4343-a456-b3f46dcccff1\", \"ded7dcda-2d09-4ebc-8225-e077ee5bc3e7\"], \"total_duration\": 101.0, \"total_sessions\": 7, \"mean_week_duration\": 0.445}, \"91885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6}, \"city_name\": \"London\", \"datetimes\": [\"2019-02-10 13:51:23.000000+00:00\", \"2022-10-06 05:45:34.000000+00:00\"], \"session_ids\": [\"dc65437d-3fcf-49af-92c3-3e601efbf3d9\", \"27a49897-8c87-4670-8fb7-79bcab3ac285\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 1.298}, \"12064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-08-11 16:07:50.000000+00:00\", \"2021-01-26 05:41:55.000000+00:00\"], \"session_ids\": [\"1a6eedbf-cbdb-48f6-9c7b-f3558a995af1\", \"1ec6e283-225b-4ddf-93b9-57e9ae61d399\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 8.138}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 0 and are equal or less than 50"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53688\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-20 04:45:01.000000+00:00\", \"2022-04-22 04:36:58.000000+00:00\", \"2021-08-28 03:09:02.000000+00:00\"], \"session_ids\": [\"935ce921-c31d-4dee-a122-30a43c56166b\", \"52ad9f91-4a50-44d2-85be-e0df5c03dcb0\", \"a44b60c0-68f0-4a8d-a924-74da6442cf21\"], \"total_duration\": 274.0, \"total_sessions\": 3, \"mean_week_duration\": 6.372}, \"71283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-01 00:20:26.000000+00:00\", \"2023-04-13 09:05:53.000000+00:00\"], \"session_ids\": [\"0c8c1cd6-9c2e-4f70-a89a-f66cced36d6d\", \"9a6ad343-63b8-41c1-86e3-a2b697208ff5\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 5.848}, \"82679\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-19 14:15:09.000000+00:00\", \"2019-12-30 07:56:44.000000+00:00\"], \"session_ids\": [\"bc1c090a-5643-44ca-a669-8b8be015694f\", \"520d4f3b-cac6-4058-8cfe-7b35bc81c1e8\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 17.8}, \"12151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-09 08:36:06.000000+00:00\", \"2021-03-06 13:10:14.000000+00:00\"], \"session_ids\": [\"1f9ce64e-2278-422b-b31e-dd89341d225a\", \"4a93105e-4f40-4487-94f3-bebdcb980b0b\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}, \"74514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-06-08 21:19:23.000000+00:00\", \"2022-12-23 12:27:28.000000+00:00\"], \"session_ids\": [\"092b34c1-878c-4a88-a528-dd7d8c24a9a2\", \"5156074b-740f-44f3-a06b-512cb0bc8ef8\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.835}, \"51231\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-28 15:54:43.000000+00:00\", \"2020-01-26 17:07:46.000000+00:00\", \"2021-10-20 06:10:53.000000+00:00\"], \"session_ids\": [\"c8b115fe-7c2a-44b9-b81f-53bdcb84b1fa\", \"76a08246-9538-4c34-8d35-a73e9aafb354\", \"d5b70680-cc8a-42af-ba26-a9e1c9414d69\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 1.359}, \"48552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-05-24 07:41:21.000000+00:00\", \"2022-08-05 10:15:00.000000+00:00\"], \"session_ids\": [\"dfab4b5f-1640-404f-8361-fe5bc01e6f5e\", \"ce4d9b6e-f676-465a-9061-3f8431bceeff\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 17.455}, \"25487\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-01-28 08:56:56.000000+00:00\", \"2021-01-05 03:53:22.000000+00:00\", \"2019-01-24 05:38:38.000000+00:00\", \"2023-04-06 20:41:37.000000+00:00\", \"2021-04-03 13:55:31.000000+00:00\", \"2020-10-14 08:10:38.000000+00:00\", \"2023-05-30 00:54:04.000000+00:00\"], \"session_ids\": [\"e2001f78-0bf8-4059-ac0a-5ed7696fe43b\", \"f78e0f36-1016-4da2-8f11-61d82351ed04\", \"6c43c09a-8405-4de1-b8b3-01afd7fc26b3\", \"d8220408-a375-40c8-91cd-84469ef6a0dc\", \"a536965f-2035-4310-931a-6acf914478bd\", \"f2578010-809b-4343-a456-b3f46dcccff1\", \"ded7dcda-2d09-4ebc-8225-e077ee5bc3e7\"], \"total_duration\": 101.0, \"total_sessions\": 7, \"mean_week_duration\": 0.445}, \"91885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6}, \"city_name\": \"London\", \"datetimes\": [\"2019-02-10 13:51:23.000000+00:00\", \"2022-10-06 05:45:34.000000+00:00\"], \"session_ids\": [\"dc65437d-3fcf-49af-92c3-3e601efbf3d9\", \"27a49897-8c87-4670-8fb7-79bcab3ac285\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 1.298}, \"12064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-08-11 16:07:50.000000+00:00\", \"2021-01-26 05:41:55.000000+00:00\"], \"session_ids\": [\"1a6eedbf-cbdb-48f6-9c7b-f3558a995af1\", \"1ec6e283-225b-4ddf-93b9-57e9ae61d399\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 8.138}}\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[{\"12151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-09 08:36:06.000000+00:00\", \"2021-03-06 13:10:14.000000+00:00\"], \"session_ids\": [\"1f9ce64e-2278-422b-b31e-dd89341d225a\", \"4a93105e-4f40-4487-94f3-bebdcb980b0b\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}}, {\"25487\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-01-28 08:56:56.000000+00:00\", \"2021-01-05 03:53:22.000000+00:00\", \"2019-01-24 05:38:38.000000+00:00\", \"2023-04-06 20:41:37.000000+00:00\", \"2021-04-03 13:55:31.000000+00:00\", \"2020-10-14 08:10:38.000000+00:00\", \"2023-05-30 00:54:04.000000+00:00\"], \"session_ids\": [\"e2001f78-0bf8-4059-ac0a-5ed7696fe43b\", \"f78e0f36-1016-4da2-8f11-61d82351ed04\", \"6c43c09a-8405-4de1-b8b3-01afd7fc26b3\", \"d8220408-a375-40c8-91cd-84469ef6a0dc\", \"a536965f-2035-4310-931a-6acf914478bd\", \"f2578010-809b-4343-a456-b3f46dcccff1\", \"ded7dcda-2d09-4ebc-8225-e077ee5bc3e7\"], \"total_duration\": 101.0, \"total_sessions\": 7, \"mean_week_duration\": 0.445}}, {\"74514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-06-08 21:19:23.000000+00:00\", \"2022-12-23 12:27:28.000000+00:00\"], \"session_ids\": [\"092b34c1-878c-4a88-a528-dd7d8c24a9a2\", \"5156074b-740f-44f3-a06b-512cb0bc8ef8\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.835}}, {\"48552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-05-24 07:41:21.000000+00:00\", \"2022-08-05 10:15:00.000000+00:00\"], \"session_ids\": [\"dfab4b5f-1640-404f-8361-fe5bc01e6f5e\", \"ce4d9b6e-f676-465a-9061-3f8431bceeff\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 17.455}}, {\"51231\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-28 15:54:43.000000+00:00\", \"2020-01-26 17:07:46.000000+00:00\", \"2021-10-20 06:10:53.000000+00:00\"], \"session_ids\": [\"c8b115fe-7c2a-44b9-b81f-53bdcb84b1fa\", \"76a08246-9538-4c34-8d35-a73e9aafb354\", \"d5b70680-cc8a-42af-ba26-a9e1c9414d69\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 1.359}}, {\"12064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-08-11 16:07:50.000000+00:00\", \"2021-01-26 05:41:55.000000+00:00\"], \"session_ids\": [\"1a6eedbf-cbdb-48f6-9c7b-f3558a995af1\", \"1ec6e283-225b-4ddf-93b9-57e9ae61d399\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 8.138}}, {\"91885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6}, \"city_name\": \"London\", \"datetimes\": [\"2019-02-10 13:51:23.000000+00:00\", \"2022-10-06 05:45:34.000000+00:00\"], \"session_ids\": [\"dc65437d-3fcf-49af-92c3-3e601efbf3d9\", \"27a49897-8c87-4670-8fb7-79bcab3ac285\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 1.298}}, {\"82679\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-19 14:15:09.000000+00:00\", \"2019-12-30 07:56:44.000000+00:00\"], \"session_ids\": [\"bc1c090a-5643-44ca-a669-8b8be015694f\", \"520d4f3b-cac6-4058-8cfe-7b35bc81c1e8\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 17.8}}, {\"71283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-01 00:20:26.000000+00:00\", \"2023-04-13 09:05:53.000000+00:00\"], \"session_ids\": [\"0c8c1cd6-9c2e-4f70-a89a-f66cced36d6d\", \"9a6ad343-63b8-41c1-86e3-a2b697208ff5\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 5.848}}, {\"53688\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-20 04:45:01.000000+00:00\", \"2022-04-22 04:36:58.000000+00:00\", \"2021-08-28 03:09:02.000000+00:00\"], \"session_ids\": [\"935ce921-c31d-4dee-a122-30a43c56166b\", \"52ad9f91-4a50-44d2-85be-e0df5c03dcb0\", \"a44b60c0-68f0-4a8d-a924-74da6442cf21\"], \"total_duration\": 274.0, \"total_sessions\": 3, \"mean_week_duration\": 6.372}}]\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[{\"12151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-09 08:36:06.000000+00:00\", \"2021-03-06 13:10:14.000000+00:00\"], \"session_ids\": [\"1f9ce64e-2278-422b-b31e-dd89341d225a\", \"4a93105e-4f40-4487-94f3-bebdcb980b0b\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}}, {\"25487\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-01-28 08:56:56.000000+00:00\", \"2021-01-05 03:53:22.000000+00:00\", \"2019-01-24 05:38:38.000000+00:00\", \"2023-04-06 20:41:37.000000+00:00\", \"2021-04-03 13:55:31.000000+00:00\", \"2020-10-14 08:10:38.000000+00:00\", \"2023-05-30 00:54:04.000000+00:00\"], \"session_ids\": [\"e2001f78-0bf8-4059-ac0a-5ed7696fe43b\", \"f78e0f36-1016-4da2-8f11-61d82351ed04\", \"6c43c09a-8405-4de1-b8b3-01afd7fc26b3\", \"d8220408-a375-40c8-91cd-84469ef6a0dc\", \"a536965f-2035-4310-931a-6acf914478bd\", \"f2578010-809b-4343-a456-b3f46dcccff1\", \"ded7dcda-2d09-4ebc-8225-e077ee5bc3e7\"], \"total_duration\": 101.0, \"total_sessions\": 7, \"mean_week_duration\": 0.445}}, {\"74514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-06-08 21:19:23.000000+00:00\", \"2022-12-23 12:27:28.000000+00:00\"], \"session_ids\": [\"092b34c1-878c-4a88-a528-dd7d8c24a9a2\", \"5156074b-740f-44f3-a06b-512cb0bc8ef8\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.835}}, {\"48552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-05-24 07:41:21.000000+00:00\", \"2022-08-05 10:15:00.000000+00:00\"], \"session_ids\": [\"dfab4b5f-1640-404f-8361-fe5bc01e6f5e\", \"ce4d9b6e-f676-465a-9061-3f8431bceeff\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 17.455}}, {\"51231\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-28 15:54:43.000000+00:00\", \"2020-01-26 17:07:46.000000+00:00\", \"2021-10-20 06:10:53.000000+00:00\"], \"session_ids\": [\"c8b115fe-7c2a-44b9-b81f-53bdcb84b1fa\", \"76a08246-9538-4c34-8d35-a73e9aafb354\", \"d5b70680-cc8a-42af-ba26-a9e1c9414d69\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 1.359}}, {\"12064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-08-11 16:07:50.000000+00:00\", \"2021-01-26 05:41:55.000000+00:00\"], \"session_ids\": [\"1a6eedbf-cbdb-48f6-9c7b-f3558a995af1\", \"1ec6e283-225b-4ddf-93b9-57e9ae61d399\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 8.138}}, {\"91885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6}, \"city_name\": \"London\", \"datetimes\": [\"2019-02-10 13:51:23.000000+00:00\", \"2022-10-06 05:45:34.000000+00:00\"], \"session_ids\": [\"dc65437d-3fcf-49af-92c3-3e601efbf3d9\", \"27a49897-8c87-4670-8fb7-79bcab3ac285\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 1.298}}, {\"82679\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-19 14:15:09.000000+00:00\", \"2019-12-30 07:56:44.000000+00:00\"], \"session_ids\": [\"bc1c090a-5643-44ca-a669-8b8be015694f\", \"520d4f3b-cac6-4058-8cfe-7b35bc81c1e8\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 17.8}}, {\"71283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-01 00:20:26.000000+00:00\", \"2023-04-13 09:05:53.000000+00:00\"], \"session_ids\": [\"0c8c1cd6-9c2e-4f70-a89a-f66cced36d6d\", \"9a6ad343-63b8-41c1-86e3-a2b697208ff5\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 5.848}}, {\"53688\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-20 04:45:01.000000+00:00\", \"2022-04-22 04:36:58.000000+00:00\", \"2021-08-28 03:09:02.000000+00:00\"], \"session_ids\": [\"935ce921-c31d-4dee-a122-30a43c56166b\", \"52ad9f91-4a50-44d2-85be-e0df5c03dcb0\", \"a44b60c0-68f0-4a8d-a924-74da6442cf21\"], \"total_duration\": 274.0, \"total_sessions\": 3, \"mean_week_duration\": 6.372}}]\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 5 users who have total amount of duration less than 1560 (not including) as well as put to use sorting by total_duration in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82984\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-04 10:36:15.000000+00:00\", \"2019-05-17 04:04:58.000000+00:00\"], \"session_ids\": [\"fa148c47-d2c0-4e7a-9039-5eaa3d5a17ef\", \"ca425054-5e43-4677-b985-eea5f4bda5c4\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 3.919}, \"29530\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-16 19:35:31.000000+00:00\", \"2019-12-15 18:42:06.000000+00:00\", \"2023-05-06 00:27:38.000000+00:00\", \"2022-06-25 04:25:57.000000+00:00\"], \"session_ids\": [\"fb6836b9-cb43-4180-b579-60317793a144\", \"2e8de91b-0617-4895-8385-0c83310f5fe2\", \"0d4b87d4-9af7-47c5-91af-524337a2be75\", \"fbd41510-f3c3-4a9e-881c-c8e19e02c923\"], \"total_duration\": 169.0, \"total_sessions\": 4, \"mean_week_duration\": 0.955}, \"54800\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-18 07:47:20.000000+00:00\", \"2020-12-12 04:41:20.000000+00:00\"], \"session_ids\": [\"0f685232-e905-4866-aae0-71ece70e0cf2\", \"c3bd294d-84dc-43f3-aea2-5735568f8c26\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.705}, \"84486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-12 10:14:25.000000+00:00\", \"2019-05-01 19:40:30.000000+00:00\", \"2021-04-14 19:25:13.000000+00:00\", \"2019-08-09 03:47:43.000000+00:00\"], \"session_ids\": [\"7e735a73-2d3b-40c1-a6bd-9763def99bc4\", \"c1a88377-1536-4c7a-95a0-a9c3bbaa73c3\", \"a2c519ed-08a1-430a-82c7-2d763e34b3f1\", \"96e2c98d-4ced-4ebb-b655-38c7d0ad5f19\"], \"total_duration\": 503.0, \"total_sessions\": 4, \"mean_week_duration\": 4.79}, \"17192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-01-26 05:54:39.000000+00:00\", \"2022-07-20 11:52:40.000000+00:00\"], \"session_ids\": [\"cdee8c6d-2d05-4faa-a940-66fc2f790b22\", \"e38247b6-79ba-423f-a97a-b0fc79217e91\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 3.833}, \"67273\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-06-12 01:15:38.000000+00:00\", \"2021-04-01 23:01:23.000000+00:00\"], \"session_ids\": [\"aa7d7546-04b1-4dcc-836e-a5f639b4d0c2\", \"23107611-d583-4daf-910d-c3a3bf171bdd\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.937}, \"14556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-04 13:39:12.000000+00:00\", \"2023-01-23 01:56:08.000000+00:00\", \"2022-07-02 07:20:11.000000+00:00\", \"2019-04-23 19:18:09.000000+00:00\", \"2022-01-17 05:59:19.000000+00:00\", \"2021-10-11 01:08:38.000000+00:00\", \"2019-08-26 12:12:11.000000+00:00\"], \"session_ids\": [\"47008cdb-0269-444a-ba56-8030c53741c3\", \"42c311e5-ff3a-455a-9e34-f56b1f04ff46\", \"c8265d29-bda5-47e3-ad29-83bbfb0d8de5\", \"94bf1881-e087-4946-ba90-3e08f7fd0955\", \"f07d96fb-281c-4445-8d2f-645f83297217\", \"c19aba78-84c9-48e6-8717-b94beeb6e2d6\", \"ff52be87-f3c7-4549-8d5a-e87463aa948b\"], \"total_duration\": 921.0, \"total_sessions\": 7, \"mean_week_duration\": 4.699}, \"38816\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-23 23:48:09.000000+00:00\", \"2021-07-16 00:46:29.000000+00:00\", \"2019-01-01 01:15:07.000000+00:00\", \"2019-11-17 21:48:22.000000+00:00\", \"2022-12-31 05:40:26.000000+00:00\", \"2021-07-06 15:12:19.000000+00:00\"], \"session_ids\": [\"dbeddea9-17c6-484a-afd3-2070c3ecb741\", \"ef6a0fba-4a0a-4ad7-82a6-5312bc43716c\", \"8ddfa840-9607-4681-b2aa-56fb0fc7f6a1\", \"8907dabc-4600-41a9-8c3c-f5a6cbd5b10b\", \"24e9c594-4d6b-44ab-97b2-96f478703238\", \"a89b411e-929e-4ae4-8213-56011ef5e813\"], \"total_duration\": 5611.0, \"total_sessions\": 6, \"mean_week_duration\": 26.847}, \"23804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-05 16:14:54.000000+00:00\", \"2021-08-30 14:27:39.000000+00:00\"], \"session_ids\": [\"25711193-b101-474a-a32c-2f66f088d4d3\", \"c7cc9bc0-7263-4b6a-b487-33e7c36dee7d\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 14.714}, \"45086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-05-18 13:03:29.000000+00:00\", \"2020-02-15 13:29:45.000000+00:00\"], \"session_ids\": [\"dd67093b-38ba-4e71-85d0-5a3f0435757b\", \"df5a5892-591e-452a-8c10-00ba91d152b6\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.466}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 1560"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[1560, 4672]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82984\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-04 10:36:15.000000+00:00\", \"2019-05-17 04:04:58.000000+00:00\"], \"session_ids\": [\"fa148c47-d2c0-4e7a-9039-5eaa3d5a17ef\", \"ca425054-5e43-4677-b985-eea5f4bda5c4\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 3.919}, \"29530\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-16 19:35:31.000000+00:00\", \"2019-12-15 18:42:06.000000+00:00\", \"2023-05-06 00:27:38.000000+00:00\", \"2022-06-25 04:25:57.000000+00:00\"], \"session_ids\": [\"fb6836b9-cb43-4180-b579-60317793a144\", \"2e8de91b-0617-4895-8385-0c83310f5fe2\", \"0d4b87d4-9af7-47c5-91af-524337a2be75\", \"fbd41510-f3c3-4a9e-881c-c8e19e02c923\"], \"total_duration\": 169.0, \"total_sessions\": 4, \"mean_week_duration\": 0.955}, \"54800\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-18 07:47:20.000000+00:00\", \"2020-12-12 04:41:20.000000+00:00\"], \"session_ids\": [\"0f685232-e905-4866-aae0-71ece70e0cf2\", \"c3bd294d-84dc-43f3-aea2-5735568f8c26\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.705}, \"84486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-12 10:14:25.000000+00:00\", \"2019-05-01 19:40:30.000000+00:00\", \"2021-04-14 19:25:13.000000+00:00\", \"2019-08-09 03:47:43.000000+00:00\"], \"session_ids\": [\"7e735a73-2d3b-40c1-a6bd-9763def99bc4\", \"c1a88377-1536-4c7a-95a0-a9c3bbaa73c3\", \"a2c519ed-08a1-430a-82c7-2d763e34b3f1\", \"96e2c98d-4ced-4ebb-b655-38c7d0ad5f19\"], \"total_duration\": 503.0, \"total_sessions\": 4, \"mean_week_duration\": 4.79}, \"17192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-01-26 05:54:39.000000+00:00\", \"2022-07-20 11:52:40.000000+00:00\"], \"session_ids\": [\"cdee8c6d-2d05-4faa-a940-66fc2f790b22\", \"e38247b6-79ba-423f-a97a-b0fc79217e91\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 3.833}, \"67273\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-06-12 01:15:38.000000+00:00\", \"2021-04-01 23:01:23.000000+00:00\"], \"session_ids\": [\"aa7d7546-04b1-4dcc-836e-a5f639b4d0c2\", \"23107611-d583-4daf-910d-c3a3bf171bdd\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.937}, \"14556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-04 13:39:12.000000+00:00\", \"2023-01-23 01:56:08.000000+00:00\", \"2022-07-02 07:20:11.000000+00:00\", \"2019-04-23 19:18:09.000000+00:00\", \"2022-01-17 05:59:19.000000+00:00\", \"2021-10-11 01:08:38.000000+00:00\", \"2019-08-26 12:12:11.000000+00:00\"], \"session_ids\": [\"47008cdb-0269-444a-ba56-8030c53741c3\", \"42c311e5-ff3a-455a-9e34-f56b1f04ff46\", \"c8265d29-bda5-47e3-ad29-83bbfb0d8de5\", \"94bf1881-e087-4946-ba90-3e08f7fd0955\", \"f07d96fb-281c-4445-8d2f-645f83297217\", \"c19aba78-84c9-48e6-8717-b94beeb6e2d6\", \"ff52be87-f3c7-4549-8d5a-e87463aa948b\"], \"total_duration\": 921.0, \"total_sessions\": 7, \"mean_week_duration\": 4.699}, \"23804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-05 16:14:54.000000+00:00\", \"2021-08-30 14:27:39.000000+00:00\"], \"session_ids\": [\"25711193-b101-474a-a32c-2f66f088d4d3\", \"c7cc9bc0-7263-4b6a-b487-33e7c36dee7d\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 14.714}, \"45086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-05-18 13:03:29.000000+00:00\", \"2020-02-15 13:29:45.000000+00:00\"], \"session_ids\": [\"dd67093b-38ba-4e71-85d0-5a3f0435757b\", \"df5a5892-591e-452a-8c10-00ba91d152b6\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.466}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"14556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-04 13:39:12.000000+00:00\", \"2023-01-23 01:56:08.000000+00:00\", \"2022-07-02 07:20:11.000000+00:00\", \"2019-04-23 19:18:09.000000+00:00\", \"2022-01-17 05:59:19.000000+00:00\", \"2021-10-11 01:08:38.000000+00:00\", \"2019-08-26 12:12:11.000000+00:00\"], \"session_ids\": [\"47008cdb-0269-444a-ba56-8030c53741c3\", \"42c311e5-ff3a-455a-9e34-f56b1f04ff46\", \"c8265d29-bda5-47e3-ad29-83bbfb0d8de5\", \"94bf1881-e087-4946-ba90-3e08f7fd0955\", \"f07d96fb-281c-4445-8d2f-645f83297217\", \"c19aba78-84c9-48e6-8717-b94beeb6e2d6\", \"ff52be87-f3c7-4549-8d5a-e87463aa948b\"], \"total_duration\": 921.0, \"total_sessions\": 7, \"mean_week_duration\": 4.699}}, {\"84486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-12 10:14:25.000000+00:00\", \"2019-05-01 19:40:30.000000+00:00\", \"2021-04-14 19:25:13.000000+00:00\", \"2019-08-09 03:47:43.000000+00:00\"], \"session_ids\": [\"7e735a73-2d3b-40c1-a6bd-9763def99bc4\", \"c1a88377-1536-4c7a-95a0-a9c3bbaa73c3\", \"a2c519ed-08a1-430a-82c7-2d763e34b3f1\", \"96e2c98d-4ced-4ebb-b655-38c7d0ad5f19\"], \"total_duration\": 503.0, \"total_sessions\": 4, \"mean_week_duration\": 4.79}}, {\"82984\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-04 10:36:15.000000+00:00\", \"2019-05-17 04:04:58.000000+00:00\"], \"session_ids\": [\"fa148c47-d2c0-4e7a-9039-5eaa3d5a17ef\", \"ca425054-5e43-4677-b985-eea5f4bda5c4\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 3.919}}, {\"17192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-01-26 05:54:39.000000+00:00\", \"2022-07-20 11:52:40.000000+00:00\"], \"session_ids\": [\"cdee8c6d-2d05-4faa-a940-66fc2f790b22\", \"e38247b6-79ba-423f-a97a-b0fc79217e91\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 3.833}}, {\"67273\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-06-12 01:15:38.000000+00:00\", \"2021-04-01 23:01:23.000000+00:00\"], \"session_ids\": [\"aa7d7546-04b1-4dcc-836e-a5f639b4d0c2\", \"23107611-d583-4daf-910d-c3a3bf171bdd\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.937}}, {\"23804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-05 16:14:54.000000+00:00\", \"2021-08-30 14:27:39.000000+00:00\"], \"session_ids\": [\"25711193-b101-474a-a32c-2f66f088d4d3\", \"c7cc9bc0-7263-4b6a-b487-33e7c36dee7d\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 14.714}}, {\"29530\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-16 19:35:31.000000+00:00\", \"2019-12-15 18:42:06.000000+00:00\", \"2023-05-06 00:27:38.000000+00:00\", \"2022-06-25 04:25:57.000000+00:00\"], \"session_ids\": [\"fb6836b9-cb43-4180-b579-60317793a144\", \"2e8de91b-0617-4895-8385-0c83310f5fe2\", \"0d4b87d4-9af7-47c5-91af-524337a2be75\", \"fbd41510-f3c3-4a9e-881c-c8e19e02c923\"], \"total_duration\": 169.0, \"total_sessions\": 4, \"mean_week_duration\": 0.955}}, {\"54800\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-18 07:47:20.000000+00:00\", \"2020-12-12 04:41:20.000000+00:00\"], \"session_ids\": [\"0f685232-e905-4866-aae0-71ece70e0cf2\", \"c3bd294d-84dc-43f3-aea2-5735568f8c26\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.705}}, {\"45086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-05-18 13:03:29.000000+00:00\", \"2020-02-15 13:29:45.000000+00:00\"], \"session_ids\": [\"dd67093b-38ba-4e71-85d0-5a3f0435757b\", \"df5a5892-591e-452a-8c10-00ba91d152b6\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.466}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"14556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-04 13:39:12.000000+00:00\", \"2023-01-23 01:56:08.000000+00:00\", \"2022-07-02 07:20:11.000000+00:00\", \"2019-04-23 19:18:09.000000+00:00\", \"2022-01-17 05:59:19.000000+00:00\", \"2021-10-11 01:08:38.000000+00:00\", \"2019-08-26 12:12:11.000000+00:00\"], \"session_ids\": [\"47008cdb-0269-444a-ba56-8030c53741c3\", \"42c311e5-ff3a-455a-9e34-f56b1f04ff46\", \"c8265d29-bda5-47e3-ad29-83bbfb0d8de5\", \"94bf1881-e087-4946-ba90-3e08f7fd0955\", \"f07d96fb-281c-4445-8d2f-645f83297217\", \"c19aba78-84c9-48e6-8717-b94beeb6e2d6\", \"ff52be87-f3c7-4549-8d5a-e87463aa948b\"], \"total_duration\": 921.0, \"total_sessions\": 7, \"mean_week_duration\": 4.699}}, {\"84486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-12 10:14:25.000000+00:00\", \"2019-05-01 19:40:30.000000+00:00\", \"2021-04-14 19:25:13.000000+00:00\", \"2019-08-09 03:47:43.000000+00:00\"], \"session_ids\": [\"7e735a73-2d3b-40c1-a6bd-9763def99bc4\", \"c1a88377-1536-4c7a-95a0-a9c3bbaa73c3\", \"a2c519ed-08a1-430a-82c7-2d763e34b3f1\", \"96e2c98d-4ced-4ebb-b655-38c7d0ad5f19\"], \"total_duration\": 503.0, \"total_sessions\": 4, \"mean_week_duration\": 4.79}}, {\"82984\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-04 10:36:15.000000+00:00\", \"2019-05-17 04:04:58.000000+00:00\"], \"session_ids\": [\"fa148c47-d2c0-4e7a-9039-5eaa3d5a17ef\", \"ca425054-5e43-4677-b985-eea5f4bda5c4\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 3.919}}, {\"17192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-01-26 05:54:39.000000+00:00\", \"2022-07-20 11:52:40.000000+00:00\"], \"session_ids\": [\"cdee8c6d-2d05-4faa-a940-66fc2f790b22\", \"e38247b6-79ba-423f-a97a-b0fc79217e91\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 3.833}}, {\"67273\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-06-12 01:15:38.000000+00:00\", \"2021-04-01 23:01:23.000000+00:00\"], \"session_ids\": [\"aa7d7546-04b1-4dcc-836e-a5f639b4d0c2\", \"23107611-d583-4daf-910d-c3a3bf171bdd\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.937}}]\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[{\"14556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-04 13:39:12.000000+00:00\", \"2023-01-23 01:56:08.000000+00:00\", \"2022-07-02 07:20:11.000000+00:00\", \"2019-04-23 19:18:09.000000+00:00\", \"2022-01-17 05:59:19.000000+00:00\", \"2021-10-11 01:08:38.000000+00:00\", \"2019-08-26 12:12:11.000000+00:00\"], \"session_ids\": [\"47008cdb-0269-444a-ba56-8030c53741c3\", \"42c311e5-ff3a-455a-9e34-f56b1f04ff46\", \"c8265d29-bda5-47e3-ad29-83bbfb0d8de5\", \"94bf1881-e087-4946-ba90-3e08f7fd0955\", \"f07d96fb-281c-4445-8d2f-645f83297217\", \"c19aba78-84c9-48e6-8717-b94beeb6e2d6\", \"ff52be87-f3c7-4549-8d5a-e87463aa948b\"], \"total_duration\": 921.0, \"total_sessions\": 7, \"mean_week_duration\": 4.699}}, {\"84486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-12 10:14:25.000000+00:00\", \"2019-05-01 19:40:30.000000+00:00\", \"2021-04-14 19:25:13.000000+00:00\", \"2019-08-09 03:47:43.000000+00:00\"], \"session_ids\": [\"7e735a73-2d3b-40c1-a6bd-9763def99bc4\", \"c1a88377-1536-4c7a-95a0-a9c3bbaa73c3\", \"a2c519ed-08a1-430a-82c7-2d763e34b3f1\", \"96e2c98d-4ced-4ebb-b655-38c7d0ad5f19\"], \"total_duration\": 503.0, \"total_sessions\": 4, \"mean_week_duration\": 4.79}}, {\"82984\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-04 10:36:15.000000+00:00\", \"2019-05-17 04:04:58.000000+00:00\"], \"session_ids\": [\"fa148c47-d2c0-4e7a-9039-5eaa3d5a17ef\", \"ca425054-5e43-4677-b985-eea5f4bda5c4\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 3.919}}, {\"17192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-01-26 05:54:39.000000+00:00\", \"2022-07-20 11:52:40.000000+00:00\"], \"session_ids\": [\"cdee8c6d-2d05-4faa-a940-66fc2f790b22\", \"e38247b6-79ba-423f-a97a-b0fc79217e91\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 3.833}}, {\"67273\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-06-12 01:15:38.000000+00:00\", \"2021-04-01 23:01:23.000000+00:00\"], \"session_ids\": [\"aa7d7546-04b1-4dcc-836e-a5f639b4d0c2\", \"23107611-d583-4daf-910d-c3a3bf171bdd\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.937}}]\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 with a total time using the app that is above 230 and below 3472, exclusive 3472 , and apply sorting by overall total duration in desc order as well as display me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-24 09:58:37.000000+00:00\", \"2020-09-10 00:38:00.000000+00:00\", \"2022-09-11 23:16:32.000000+00:00\", \"2021-08-06 10:42:46.000000+00:00\", \"2020-02-05 09:28:43.000000+00:00\", \"2020-01-20 12:51:54.000000+00:00\"], \"session_ids\": [\"1af65d89-79ae-47e7-b110-e1e572ffda49\", \"ac87febc-ec87-4f3f-9418-fb9a1aaff554\", \"db1844c1-533e-4088-a346-691effd72bc4\", \"2845722c-95e9-4531-b718-ba7dec3fdb0e\", \"b1339a8e-fc24-4b83-9a91-a0acbbca1bd9\", \"e228e4e5-32ee-4371-b7fc-5676bba346d2\"], \"total_duration\": 1464.0, \"total_sessions\": 6, \"mean_week_duration\": 10.609}, \"60501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-08-19 16:24:27.000000+00:00\", \"2023-01-20 06:19:53.000000+00:00\"], \"session_ids\": [\"8c415a62-d462-4993-8421-8721c657a35b\", \"cd7f4a70-3f6b-4de6-a701-6e13a733da8b\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.932}, \"65894\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-28 04:50:29.000000+00:00\", \"2021-10-04 17:16:21.000000+00:00\", \"2019-07-16 21:27:48.000000+00:00\", \"2019-11-03 06:59:04.000000+00:00\", \"2019-05-31 09:45:47.000000+00:00\", \"2022-02-22 12:25:52.000000+00:00\"], \"session_ids\": [\"bbd84c2b-e897-4d8c-a698-d1738e41588a\", \"95646390-fec8-4bca-a0e6-bf6cd2833d16\", \"af6badc4-4b68-4b4d-bf0d-d30c494fa0a8\", \"5e8ce90c-874c-4285-97a6-b9e79d6ad248\", \"5c40eaed-0edb-4c2d-abe3-301d2d26b381\", \"921e2811-ec12-4528-963d-8003f5d65dd8\"], \"total_duration\": 3637.0, \"total_sessions\": 6, \"mean_week_duration\": 19.874}, \"98576\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-08 08:11:39.000000+00:00\", \"2023-01-28 02:35:31.000000+00:00\", \"2022-01-07 04:31:24.000000+00:00\", \"2023-04-26 09:27:06.000000+00:00\", \"2023-02-17 04:47:54.000000+00:00\", \"2022-08-11 03:27:31.000000+00:00\", \"2021-08-29 08:51:06.000000+00:00\", \"2021-04-06 11:29:28.000000+00:00\"], \"session_ids\": [\"70646e87-2ec0-4df0-9af6-5fe8a4a2b3a5\", \"58b1fbe7-fb3d-48f4-b7d7-3237ee5b6a35\", \"c38aa2fc-04cc-45e2-9af5-1a704d387c9d\", \"5197acd5-b065-4a7b-9f3d-47714994f87f\", \"c908116b-7dfa-4f1f-8615-15125efc00c9\", \"13fc1de9-5da3-4005-8b4f-c277fdbd682b\", \"89913b95-9a98-4800-8e82-9969bf2c56b7\", \"40731e10-bad0-4257-ad70-1d51c5ea2250\"], \"total_duration\": 429.0, \"total_sessions\": 8, \"mean_week_duration\": 1.95}, \"35609\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-01-15 05:45:02.000000+00:00\", \"2022-10-07 15:45:02.000000+00:00\", \"2019-11-23 13:27:30.000000+00:00\"], \"session_ids\": [\"a977169d-381a-4079-b9a9-488303a1b4f2\", \"df8934b8-59a2-400f-bd90-8c11cbffabc4\", \"be65ef2e-ed11-402c-a815-aca7532d217c\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.42}, \"56340\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-24 00:59:39.000000+00:00\", \"2019-12-21 13:55:08.000000+00:00\"], \"session_ids\": [\"beabfb81-32bb-4c9c-b692-130098098452\", \"d0b0222e-3845-4ce0-8910-d354cb9c93d0\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 8.389}, \"2328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-05 06:58:42.000000+00:00\", \"2020-11-11 00:41:30.000000+00:00\"], \"session_ids\": [\"8c223368-8f8e-41c5-acd0-87e5ce888929\", \"db2a66dc-bd34-43a5-bf49-2e86a7016d73\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 2.495}, \"26359\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-09 06:06:46.000000+00:00\", \"2022-10-04 11:47:38.000000+00:00\", \"2020-06-20 21:20:39.000000+00:00\"], \"session_ids\": [\"7cbbd520-358c-4a27-9fcf-e7a330cbf449\", \"15ccaeee-35b3-4601-877c-5b37aa6c8e3e\", \"1b16e3e5-ae02-4029-8ffb-852341a57ce4\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.268}, \"10171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-10-02 14:06:18.000000+00:00\", \"2019-08-23 13:47:21.000000+00:00\"], \"session_ids\": [\"d3666e86-d6e6-4e5f-a5b5-93a30348b651\", \"e566e44d-f76b-476f-bd56-6239e74e2bd4\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 22.833}, \"76459\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-05-11 04:30:03.000000+00:00\", \"2022-10-07 07:19:35.000000+00:00\"], \"session_ids\": [\"ed6f1850-06e1-4148-9f52-a4b4650801fb\", \"f108f177-f8ed-4e73-8618-d6e89f7b4b20\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.468}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 230 and are less than 3472"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[230, 3472]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-24 09:58:37.000000+00:00\", \"2020-09-10 00:38:00.000000+00:00\", \"2022-09-11 23:16:32.000000+00:00\", \"2021-08-06 10:42:46.000000+00:00\", \"2020-02-05 09:28:43.000000+00:00\", \"2020-01-20 12:51:54.000000+00:00\"], \"session_ids\": [\"1af65d89-79ae-47e7-b110-e1e572ffda49\", \"ac87febc-ec87-4f3f-9418-fb9a1aaff554\", \"db1844c1-533e-4088-a346-691effd72bc4\", \"2845722c-95e9-4531-b718-ba7dec3fdb0e\", \"b1339a8e-fc24-4b83-9a91-a0acbbca1bd9\", \"e228e4e5-32ee-4371-b7fc-5676bba346d2\"], \"total_duration\": 1464.0, \"total_sessions\": 6, \"mean_week_duration\": 10.609}, \"98576\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-08 08:11:39.000000+00:00\", \"2023-01-28 02:35:31.000000+00:00\", \"2022-01-07 04:31:24.000000+00:00\", \"2023-04-26 09:27:06.000000+00:00\", \"2023-02-17 04:47:54.000000+00:00\", \"2022-08-11 03:27:31.000000+00:00\", \"2021-08-29 08:51:06.000000+00:00\", \"2021-04-06 11:29:28.000000+00:00\"], \"session_ids\": [\"70646e87-2ec0-4df0-9af6-5fe8a4a2b3a5\", \"58b1fbe7-fb3d-48f4-b7d7-3237ee5b6a35\", \"c38aa2fc-04cc-45e2-9af5-1a704d387c9d\", \"5197acd5-b065-4a7b-9f3d-47714994f87f\", \"c908116b-7dfa-4f1f-8615-15125efc00c9\", \"13fc1de9-5da3-4005-8b4f-c277fdbd682b\", \"89913b95-9a98-4800-8e82-9969bf2c56b7\", \"40731e10-bad0-4257-ad70-1d51c5ea2250\"], \"total_duration\": 429.0, \"total_sessions\": 8, \"mean_week_duration\": 1.95}, \"2328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-05 06:58:42.000000+00:00\", \"2020-11-11 00:41:30.000000+00:00\"], \"session_ids\": [\"8c223368-8f8e-41c5-acd0-87e5ce888929\", \"db2a66dc-bd34-43a5-bf49-2e86a7016d73\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 2.495}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"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[{\"75248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-24 09:58:37.000000+00:00\", \"2020-09-10 00:38:00.000000+00:00\", \"2022-09-11 23:16:32.000000+00:00\", \"2021-08-06 10:42:46.000000+00:00\", \"2020-02-05 09:28:43.000000+00:00\", \"2020-01-20 12:51:54.000000+00:00\"], \"session_ids\": [\"1af65d89-79ae-47e7-b110-e1e572ffda49\", \"ac87febc-ec87-4f3f-9418-fb9a1aaff554\", \"db1844c1-533e-4088-a346-691effd72bc4\", \"2845722c-95e9-4531-b718-ba7dec3fdb0e\", \"b1339a8e-fc24-4b83-9a91-a0acbbca1bd9\", \"e228e4e5-32ee-4371-b7fc-5676bba346d2\"], \"total_duration\": 1464.0, \"total_sessions\": 6, \"mean_week_duration\": 10.609}}, {\"98576\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-08 08:11:39.000000+00:00\", \"2023-01-28 02:35:31.000000+00:00\", \"2022-01-07 04:31:24.000000+00:00\", \"2023-04-26 09:27:06.000000+00:00\", \"2023-02-17 04:47:54.000000+00:00\", \"2022-08-11 03:27:31.000000+00:00\", \"2021-08-29 08:51:06.000000+00:00\", \"2021-04-06 11:29:28.000000+00:00\"], \"session_ids\": [\"70646e87-2ec0-4df0-9af6-5fe8a4a2b3a5\", \"58b1fbe7-fb3d-48f4-b7d7-3237ee5b6a35\", \"c38aa2fc-04cc-45e2-9af5-1a704d387c9d\", \"5197acd5-b065-4a7b-9f3d-47714994f87f\", \"c908116b-7dfa-4f1f-8615-15125efc00c9\", \"13fc1de9-5da3-4005-8b4f-c277fdbd682b\", \"89913b95-9a98-4800-8e82-9969bf2c56b7\", \"40731e10-bad0-4257-ad70-1d51c5ea2250\"], \"total_duration\": 429.0, \"total_sessions\": 8, \"mean_week_duration\": 1.95}}, {\"2328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-05 06:58:42.000000+00:00\", \"2020-11-11 00:41:30.000000+00:00\"], \"session_ids\": [\"8c223368-8f8e-41c5-acd0-87e5ce888929\", \"db2a66dc-bd34-43a5-bf49-2e86a7016d73\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 2.495}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"75248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-24 09:58:37.000000+00:00\", \"2020-09-10 00:38:00.000000+00:00\", \"2022-09-11 23:16:32.000000+00:00\", \"2021-08-06 10:42:46.000000+00:00\", \"2020-02-05 09:28:43.000000+00:00\", \"2020-01-20 12:51:54.000000+00:00\"], \"session_ids\": [\"1af65d89-79ae-47e7-b110-e1e572ffda49\", \"ac87febc-ec87-4f3f-9418-fb9a1aaff554\", \"db1844c1-533e-4088-a346-691effd72bc4\", \"2845722c-95e9-4531-b718-ba7dec3fdb0e\", \"b1339a8e-fc24-4b83-9a91-a0acbbca1bd9\", \"e228e4e5-32ee-4371-b7fc-5676bba346d2\"], \"total_duration\": 1464.0, \"total_sessions\": 6, \"mean_week_duration\": 10.609}}, {\"98576\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-08 08:11:39.000000+00:00\", \"2023-01-28 02:35:31.000000+00:00\", \"2022-01-07 04:31:24.000000+00:00\", \"2023-04-26 09:27:06.000000+00:00\", \"2023-02-17 04:47:54.000000+00:00\", \"2022-08-11 03:27:31.000000+00:00\", \"2021-08-29 08:51:06.000000+00:00\", \"2021-04-06 11:29:28.000000+00:00\"], \"session_ids\": [\"70646e87-2ec0-4df0-9af6-5fe8a4a2b3a5\", \"58b1fbe7-fb3d-48f4-b7d7-3237ee5b6a35\", \"c38aa2fc-04cc-45e2-9af5-1a704d387c9d\", \"5197acd5-b065-4a7b-9f3d-47714994f87f\", \"c908116b-7dfa-4f1f-8615-15125efc00c9\", \"13fc1de9-5da3-4005-8b4f-c277fdbd682b\", \"89913b95-9a98-4800-8e82-9969bf2c56b7\", \"40731e10-bad0-4257-ad70-1d51c5ea2250\"], \"total_duration\": 429.0, \"total_sessions\": 8, \"mean_week_duration\": 1.95}}, {\"2328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-05 06:58:42.000000+00:00\", \"2020-11-11 00:41:30.000000+00:00\"], \"session_ids\": [\"8c223368-8f8e-41c5-acd0-87e5ce888929\", \"db2a66dc-bd34-43a5-bf49-2e86a7016d73\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 2.495}}]\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[{\"75248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-24 09:58:37.000000+00:00\", \"2020-09-10 00:38:00.000000+00:00\", \"2022-09-11 23:16:32.000000+00:00\", \"2021-08-06 10:42:46.000000+00:00\", \"2020-02-05 09:28:43.000000+00:00\", \"2020-01-20 12:51:54.000000+00:00\"], \"session_ids\": [\"1af65d89-79ae-47e7-b110-e1e572ffda49\", \"ac87febc-ec87-4f3f-9418-fb9a1aaff554\", \"db1844c1-533e-4088-a346-691effd72bc4\", \"2845722c-95e9-4531-b718-ba7dec3fdb0e\", \"b1339a8e-fc24-4b83-9a91-a0acbbca1bd9\", \"e228e4e5-32ee-4371-b7fc-5676bba346d2\"], \"total_duration\": 1464.0, \"total_sessions\": 6, \"mean_week_duration\": 10.609}}, {\"98576\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-08 08:11:39.000000+00:00\", \"2023-01-28 02:35:31.000000+00:00\", \"2022-01-07 04:31:24.000000+00:00\", \"2023-04-26 09:27:06.000000+00:00\", \"2023-02-17 04:47:54.000000+00:00\", \"2022-08-11 03:27:31.000000+00:00\", \"2021-08-29 08:51:06.000000+00:00\", \"2021-04-06 11:29:28.000000+00:00\"], \"session_ids\": [\"70646e87-2ec0-4df0-9af6-5fe8a4a2b3a5\", \"58b1fbe7-fb3d-48f4-b7d7-3237ee5b6a35\", \"c38aa2fc-04cc-45e2-9af5-1a704d387c9d\", \"5197acd5-b065-4a7b-9f3d-47714994f87f\", \"c908116b-7dfa-4f1f-8615-15125efc00c9\", \"13fc1de9-5da3-4005-8b4f-c277fdbd682b\", \"89913b95-9a98-4800-8e82-9969bf2c56b7\", \"40731e10-bad0-4257-ad70-1d51c5ea2250\"], \"total_duration\": 429.0, \"total_sessions\": 8, \"mean_week_duration\": 1.95}}, {\"2328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-05 06:58:42.000000+00:00\", \"2020-11-11 00:41:30.000000+00:00\"], \"session_ids\": [\"8c223368-8f8e-41c5-acd0-87e5ce888929\", \"db2a66dc-bd34-43a5-bf49-2e86a7016d73\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 2.495}}]\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 who is living in city Vienna , do sorting by name of the city risingly."
}
] |
[
{
"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{\"72226\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-04-18 22:37:34.000000+00:00\", \"2021-09-10 11:38:30.000000+00:00\", \"2020-04-04 20:27:12.000000+00:00\", \"2023-02-28 15:05:50.000000+00:00\", \"2022-11-19 07:50:18.000000+00:00\", \"2021-11-07 04:57:11.000000+00:00\", \"2023-03-08 03:00:29.000000+00:00\", \"2019-11-29 01:41:47.000000+00:00\"], \"session_ids\": [\"21a22546-3200-4b2b-aafe-9f14887f88bf\", \"c8d622ae-149a-4210-ad3b-608cd0681afd\", \"9049f320-dd8b-4bae-839f-798c61e2b96a\", \"f868d8e8-a65d-4c83-a86e-a10017fe9d9d\", \"3971cc53-1c38-4e5a-9a1f-9e222dfcd446\", \"5b2ba121-6c1c-4268-8120-1f99b4971c1e\", \"1ef442de-e154-479e-80e9-e3f05ce652cf\", \"bb2d2a87-c291-4eae-88c9-7121e25f1f8e\"], \"total_duration\": 134.0, \"total_sessions\": 8, \"mean_week_duration\": 0.784}, \"63542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-06-07 10:24:40.000000+00:00\", \"2019-12-03 18:14:56.000000+00:00\", \"2019-07-15 23:16:54.000000+00:00\"], \"session_ids\": [\"23c38ecc-3e69-4cfa-98f6-a8e480b03c5a\", \"21e0d997-0649-481a-b368-ad1380f4a623\", \"ddeb6f31-7764-4416-89ef-31f07d430fb7\"], \"total_duration\": 629.0, \"total_sessions\": 3, \"mean_week_duration\": 13.383}, \"64592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-05-09 21:26:13.000000+00:00\", \"2021-06-19 09:49:54.000000+00:00\", \"2020-10-21 19:38:03.000000+00:00\", \"2022-03-20 09:20:40.000000+00:00\"], \"session_ids\": [\"9503da2b-00db-4c6d-a549-ddf8ef0901bf\", \"c7635e2f-8558-480d-b1a9-c07648f25fa5\", \"d40fc4b5-3351-4d45-bde7-3342a96bcb77\", \"5ac17c20-bd31-45b8-8376-e8db963428b8\"], \"total_duration\": 1579.0, \"total_sessions\": 4, \"mean_week_duration\": 19.494}, \"78415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-09-07 19:46:09.000000+00:00\", \"2021-04-20 11:04:15.000000+00:00\"], \"session_ids\": [\"a80c0458-146e-4258-8df1-5f11e73c71c8\", \"7ec99db5-980d-40f8-9393-ca753fe84bce\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 9.85}, \"42017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 8, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-04 13:26:27.000000+00:00\", \"2020-06-25 12:57:38.000000+00:00\"], \"session_ids\": [\"e14a0e66-6794-421b-9736-887c35d532b5\", \"a120a125-6d90-45d6-8c5b-faeb19e023ed\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}, \"94478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-01 21:56:20.000000+00:00\", \"2021-10-27 05:04:16.000000+00:00\", \"2020-09-10 06:56:48.000000+00:00\"], \"session_ids\": [\"abb26c9a-8fde-4b82-ba76-9db5b53aca99\", \"c539b625-4626-49bf-bb7d-5c7ce48c3d8d\", \"a4046862-a0d8-4d37-ade1-e07ead1a7f85\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.841}, \"79553\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-04 18:57:20.000000+00:00\", \"2022-06-15 17:15:34.000000+00:00\"], \"session_ids\": [\"f349f928-73b6-4124-ac29-06021ebbab9e\", \"e7c00517-2c83-4123-8377-8db539d4083f\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.409}, \"8230\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-03-12 01:47:55.000000+00:00\", \"2019-04-25 05:58:11.000000+00:00\", \"2019-04-21 10:27:14.000000+00:00\", \"2021-12-08 09:03:43.000000+00:00\"], \"session_ids\": [\"c0f57793-6587-4f7d-b9ca-e478efed32a7\", \"db03c051-1c61-4f38-874d-fc385996936d\", \"c1573d05-f86f-4e6e-ba75-aafe3b9b89f2\", \"5da24e93-3189-45b6-99d3-086d1d0a4837\"], \"total_duration\": 1622.0, \"total_sessions\": 4, \"mean_week_duration\": 10.742}, \"75182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-21 05:14:30.000000+00:00\", \"2022-10-26 10:14:11.000000+00:00\"], \"session_ids\": [\"e74710cc-c5d4-422c-b267-e4fe6b40bc66\", \"63c5551b-1b41-48e8-ac67-33499c20a063\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 8.154}, \"68289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-05-30 08:48:22.000000+00:00\", \"2020-04-13 13:13:33.000000+00:00\"], \"session_ids\": [\"b80fe5b2-0888-4ff7-8f2c-86de872ad226\", \"12bbda73-e7fd-4a0a-842b-577fc6c19e45\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.681}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Vienna"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Vienna\"]]}}}\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": "Please provide insights on user who is a resident of cities Jakarta, Cape Town, San Jose, Beijing, Ho Chi Minh City plus sort by total_sessions in descending as well as remain 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{\"12810\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-08 07:09:21.000000+00:00\", \"2022-09-11 03:23:15.000000+00:00\", \"2020-11-07 14:49:14.000000+00:00\", \"2020-06-04 12:25:36.000000+00:00\"], \"session_ids\": [\"8353c6dc-e25c-485c-9ba9-df48640086d2\", \"eb7ec711-79b6-4119-a365-c6f810d62cf3\", \"7663fb3f-2363-4e82-95b3-088f4b628484\", \"4b3a397f-88c0-4f7d-ad70-cec66dc0f3cc\"], \"total_duration\": 700.0, \"total_sessions\": 4, \"mean_week_duration\": 5.882}, \"43128\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-26 05:43:00.000000+00:00\", \"2020-02-05 14:16:56.000000+00:00\"], \"session_ids\": [\"22992c6c-290e-4549-9eb5-b086e0c028fd\", \"d31dcce5-30cc-47ee-a671-e333fbccb73a\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.611}, \"14551\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-03 00:24:34.000000+00:00\", \"2021-12-23 07:31:06.000000+00:00\", \"2021-10-04 01:18:12.000000+00:00\"], \"session_ids\": [\"a9cd6bd2-d474-42f7-a4e9-92ec2667dc97\", \"52695462-25a2-45c2-bb63-11f3f237d4ff\", \"2c07b070-a13a-4e46-b86f-22900a770336\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 1.857}, \"78160\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-15 21:09:00.000000+00:00\", \"2019-04-30 03:39:49.000000+00:00\", \"2022-12-01 00:13:57.000000+00:00\", \"2023-05-02 18:33:59.000000+00:00\", \"2020-03-19 09:57:30.000000+00:00\", \"2022-12-08 03:42:06.000000+00:00\", \"2022-05-14 01:26:21.000000+00:00\", \"2019-04-12 23:11:31.000000+00:00\", \"2020-11-18 10:04:52.000000+00:00\", \"2020-03-07 07:08:10.000000+00:00\", \"2019-05-13 19:47:12.000000+00:00\"], \"session_ids\": [\"dd276217-16fd-43be-b712-a1c31420a401\", \"69b4e2c1-1f16-4fd1-8c6e-6a689a030f8e\", \"c18f6679-5e00-4b26-9290-c1c5e2a44e26\", \"0db10c40-f7b9-424f-98d5-045bb5ad83c0\", \"c2ddcc35-bd38-4243-8ca5-32403869b40b\", \"faaa7baa-8223-467d-a6f8-d98254ae5359\", \"fb435498-8eb1-47ca-9d38-1974bcf76ecb\", \"f2c7ad44-c7b8-46c3-a1b4-b99494349d77\", \"cad03517-65be-4e28-a708-92fbaf0d42d7\", \"ef419ed0-4927-4604-b13a-597f47ec569f\", \"41d62f21-3efd-4786-9312-7c080d9d8d50\"], \"total_duration\": 3174.0, \"total_sessions\": 11, \"mean_week_duration\": 14.17}, \"29496\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-14 09:05:41.000000+00:00\", \"2021-01-25 19:35:52.000000+00:00\", \"2021-12-19 12:09:53.000000+00:00\", \"2021-10-06 22:41:26.000000+00:00\"], \"session_ids\": [\"63f8c2d0-6d53-4c73-96de-07414605d048\", \"0334b1f8-dcb2-4fa5-af5e-861654bc8c0c\", \"d51987b8-3316-4773-9144-874b905043f2\", \"cf030792-3746-4865-8104-78115fbbed1d\"], \"total_duration\": 1973.0, \"total_sessions\": 4, \"mean_week_duration\": 30.828}, \"67085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-18 09:54:06.000000+00:00\", \"2021-07-13 04:23:09.000000+00:00\"], \"session_ids\": [\"41173872-cf09-484b-9974-062f3a1ae075\", \"4bea9eba-9461-4efe-808b-6577285e55f6\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.535}, \"48153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-11 12:18:23.000000+00:00\", \"2021-07-06 21:20:37.000000+00:00\", \"2021-09-02 17:50:46.000000+00:00\"], \"session_ids\": [\"23bc825f-308e-4935-980f-8a74168d9714\", \"8799f1f6-b296-46a9-a05c-e6ddf68575aa\", \"1ab74814-ac8b-4526-808d-1d40519b0a54\"], \"total_duration\": 215.0, \"total_sessions\": 3, \"mean_week_duration\": 5.0}, \"46083\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-11 18:38:30.000000+00:00\", \"2019-09-16 22:39:24.000000+00:00\"], \"session_ids\": [\"07a0763f-6cfa-481f-8897-7d7e5d193afd\", \"b48dae57-417b-4ed7-99ed-0d00ea30f901\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.248}, \"50976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-16 16:39:34.000000+00:00\", \"2020-11-07 18:42:38.000000+00:00\", \"2019-06-17 08:03:49.000000+00:00\"], \"session_ids\": [\"5868b2a0-7134-4dab-ba70-59c5172ab129\", \"89a24c52-2923-4000-af5d-5cb436b47c2a\", \"4689733b-b6b3-402b-bbaa-3d2d41d478d7\"], \"total_duration\": 101.0, \"total_sessions\": 3, \"mean_week_duration\": 0.552}, \"9478\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-19 02:22:31.000000+00:00\", \"2021-03-25 02:38:02.000000+00:00\", \"2021-06-07 10:44:18.000000+00:00\", \"2019-01-15 00:38:28.000000+00:00\"], \"session_ids\": [\"ff9b2c7d-aebe-453f-87c0-7de604af6d8c\", \"a3da00a6-2089-42e7-96bf-261f7ab76b21\", \"6e8beb06-5622-4ccd-b945-53f62a37f283\", \"7c75913b-a072-4d7c-99d6-cd057a7ae875\"], \"total_duration\": 749.0, \"total_sessions\": 4, \"mean_week_duration\": 3.436}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Jakarta, Cape Town, San Jose, Beijing, Ho Chi Minh City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Jakarta\", \"Cape Town\", \"San Jose\", \"Beijing\", \"Ho Chi Minh City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 7 users I can find living in city San Salvador + put to use sorting by city name 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{\"24666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-02 01:18:17.000000+00:00\", \"2019-09-24 12:36:21.000000+00:00\"], \"session_ids\": [\"8f64ea3d-477d-40a9-a96b-cebc5760ae81\", \"8a59058c-4133-43d4-b3e4-89f634c813e7\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.006}, \"26084\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-19 07:40:39.000000+00:00\", \"2023-04-13 12:11:42.000000+00:00\", \"2021-05-07 08:36:52.000000+00:00\"], \"session_ids\": [\"72707f2c-99c4-4917-9218-24a57b80e7ff\", \"f7496b55-1d97-4f9a-85bb-9749819fb38f\", \"a5abc5f8-d787-442b-bf88-62531931adc4\"], \"total_duration\": 284.0, \"total_sessions\": 3, \"mean_week_duration\": 2.812}, \"89980\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-26 05:39:30.000000+00:00\", \"2022-01-22 12:41:48.000000+00:00\"], \"session_ids\": [\"8f9e064a-dc15-486c-abd5-1f01cfb4e7bd\", \"03c2f39f-d337-4951-b81f-236fac0c7c5f\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 1.865}, \"26615\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-14 23:09:46.000000+00:00\", \"2019-08-12 02:21:57.000000+00:00\", \"2022-05-25 04:32:06.000000+00:00\"], \"session_ids\": [\"2ff745c3-85fb-45dd-923b-6509e3899215\", \"d6e01ebd-2493-413a-8c07-a2c8bdec5834\", \"a89196b1-9953-42ab-98ba-cd9b4c9026c5\"], \"total_duration\": 589.0, \"total_sessions\": 3, \"mean_week_duration\": 2.93}, \"91931\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-02 08:04:19.000000+00:00\", \"2023-03-08 16:04:53.000000+00:00\"], \"session_ids\": [\"b257d4c4-c116-4766-97c7-3c0bd1da2519\", \"49f782e4-c2af-4623-98e7-15ce54d1c336\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 59.0}, \"45231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-21 02:26:10.000000+00:00\", \"2019-07-22 23:27:51.000000+00:00\"], \"session_ids\": [\"b59e3db7-9856-4659-b347-4026e731e14c\", \"bdcc2e92-00f9-4a56-a618-cab470e31e22\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 5.065}, \"47627\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-06 13:41:46.000000+00:00\", \"2019-04-29 23:26:52.000000+00:00\"], \"session_ids\": [\"5f258f9b-c8eb-4976-a8e3-28b51fa90a32\", \"f2b855d3-3edd-4d3e-98de-48f2a661646a\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 0.834}, \"93625\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-06-23 19:40:47.000000+00:00\", \"2020-08-04 23:04:38.000000+00:00\"], \"session_ids\": [\"90d82032-72ce-4b12-9942-14afa01f5639\", \"c33d3f25-58a7-4577-b50f-0edcdd10cf72\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 79.167}, \"22684\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-03 15:04:10.000000+00:00\", \"2020-03-02 08:17:58.000000+00:00\"], \"session_ids\": [\"b8450e1c-80c4-4109-9b71-d0fdd0643359\", \"e99fb9f7-87d1-4483-bcae-806c701be36e\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 4.823}, \"34773\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"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\": \"Quito\", \"datetimes\": [\"2019-03-13 14:35:41.000000+00:00\", \"2021-04-04 15:58:08.000000+00:00\", \"2021-11-24 04:13:58.000000+00:00\", \"2022-01-27 07:09:48.000000+00:00\", \"2021-09-23 20:46:11.000000+00:00\", \"2019-06-02 08:24:31.000000+00:00\", \"2023-01-15 23:54:51.000000+00:00\", \"2021-02-13 00:13:19.000000+00:00\"], \"session_ids\": [\"00d7f065-f517-406b-a9ed-efd883cc986f\", \"cf00b9d1-7c5d-4ed2-9897-64325817c6f9\", \"70518e86-25e7-41d3-9ada-5bdd7454d97d\", \"9d893464-b093-4689-a83c-8f78dedc7aef\", \"3d7d44d7-3a7b-494f-89b3-bd8c205eb558\", \"9cd65ffe-df64-42c5-ba23-b8ea3423e065\", \"156a390c-edc5-475f-abe0-369fabb70f94\", \"602fd58c-7513-4bf7-ab4b-65cf0c20bf4a\"], \"total_duration\": 3138.0, \"total_sessions\": 8, \"mean_week_duration\": 15.612}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is San Salvador"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"San Salvador\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about user who is bottom user based on sum of duration + carry out sorting by total_duration form the lowest value to the highest value as well as keep only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42554\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-02-01 00:57:46.000000+00:00\", \"2023-04-11 12:27:51.000000+00:00\", \"2019-06-17 16:24:59.000000+00:00\"], \"session_ids\": [\"0cbccf7c-88fd-4448-974d-541cb3679fa9\", \"e667109d-3c36-4abf-8ba4-a465a20e0ef6\", \"42c3617a-6f08-4036-b6d5-ebb9e5222384\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 0.729}, \"3233\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-17 15:55:03.000000+00:00\", \"2020-02-12 10:31:48.000000+00:00\"], \"session_ids\": [\"4fc03217-23dc-4dd8-9b7d-3db910c3527d\", \"2ee51edf-46b1-4ac5-9136-1f9da43c87d8\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.291}, \"81263\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-11 03:14:59.000000+00:00\", \"2019-11-20 18:29:12.000000+00:00\", \"2019-07-03 12:52:01.000000+00:00\"], \"session_ids\": [\"c070f469-d36d-4c5a-8ecf-41379205687b\", \"23b7f26e-35bb-48dc-807b-b642e5500725\", \"9e7272b9-2f7b-499a-80a6-6194f9272351\"], \"total_duration\": 263.0, \"total_sessions\": 3, \"mean_week_duration\": 1.363}, \"22684\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-04 15:58:21.000000+00:00\", \"2021-01-25 21:22:18.000000+00:00\"], \"session_ids\": [\"b84c4161-d561-43c1-9ed8-e2b503cf5c1d\", \"eecc40a1-931e-462f-a853-23e0d78e0776\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}, \"73013\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-06-02 15:37:24.000000+00:00\", \"2020-05-05 18:46:10.000000+00:00\", \"2020-10-23 21:26:14.000000+00:00\", \"2019-08-04 10:31:34.000000+00:00\"], \"session_ids\": [\"7a23b1a6-80f0-48d1-914b-9c5119fd86bd\", \"833a1f8d-32f8-4af3-828e-0a2383e46e22\", \"728e03b5-55bb-46e6-a78a-a82ffb4931fd\", \"7ffa3da1-2f33-4eb5-b899-d0cd71879dbc\"], \"total_duration\": 119.0, \"total_sessions\": 4, \"mean_week_duration\": 0.804}, \"67987\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-12 22:31:58.000000+00:00\", \"2022-09-23 11:00:13.000000+00:00\"], \"session_ids\": [\"543e01b3-2f7c-4762-8051-c0c8ed728900\", \"e14944df-360f-4401-b993-6457dc1f8d71\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 7.432}, \"45141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-07 17:45:14.000000+00:00\", \"2020-10-10 02:40:41.000000+00:00\", \"2021-04-08 17:23:57.000000+00:00\", \"2022-11-05 09:57:30.000000+00:00\", \"2021-03-09 20:53:38.000000+00:00\"], \"session_ids\": [\"1347a1ee-fefe-4bcb-a35b-d82ef7591207\", \"90b13a61-f2d8-4fce-bc0f-b6cbc1732542\", \"f673da51-3cd3-43f2-bf7b-d925646ed5b6\", \"139a1b6a-779f-4433-8157-e3f0d5cbe4c7\", \"cb411617-f078-4ab3-992c-6a59254bc378\"], \"total_duration\": 2241.0, \"total_sessions\": 5, \"mean_week_duration\": 14.743}, \"31411\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-02-18 19:05:48.000000+00:00\", \"2019-01-06 20:03:12.000000+00:00\", \"2021-02-11 19:09:53.000000+00:00\", \"2022-11-12 16:12:57.000000+00:00\"], \"session_ids\": [\"a79b6635-cd44-4fd6-8f74-572c6acff98b\", \"a52afb92-bc29-4400-be0b-d51a2078d3d7\", \"9b9e609b-6b2b-4249-8e00-b400719ad9cb\", \"cc317b6f-d97b-4a7b-b9c0-fa2c0c42378d\"], \"total_duration\": 623.0, \"total_sessions\": 4, \"mean_week_duration\": 3.1}, \"73753\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-27 05:40:47.000000+00:00\", \"2022-05-25 15:25:54.000000+00:00\"], \"session_ids\": [\"eab32078-cf35-4830-9317-23d3b31e5150\", \"b9f6e2e2-b735-4731-97c0-9860b8740ac0\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.789}, \"60885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-01-30 11:59:16.000000+00:00\", \"2019-02-10 09:36:46.000000+00:00\", \"2020-05-23 10:47:38.000000+00:00\", \"2019-11-29 05:17:49.000000+00:00\", \"2021-06-17 18:51:04.000000+00:00\", \"2021-02-02 13:19:09.000000+00:00\", \"2023-06-19 12:47:31.000000+00:00\", \"2020-08-29 02:58:26.000000+00:00\", \"2023-06-05 01:51:58.000000+00:00\"], \"session_ids\": [\"7efbb3a5-7e73-4996-9191-42856df0845e\", \"1cf9a6a8-c71c-4cd4-bed4-d127f4be328f\", \"dd59fabd-c519-4daf-92ef-a862cbf6773b\", \"54004f90-311d-4695-89d3-5c3afa47e0ef\", \"9a465ffe-2684-4b9c-b499-b4739d47350e\", \"60852fe9-6d0b-4333-ab9a-a3df0b0ff8c8\", \"4aa4dfed-c7a0-40df-98d5-3b83e5b4a85b\", \"d0485085-23fa-451e-88e1-d0feb8effde5\", \"6cdc948f-77e9-4d21-8fa0-3851f64524f1\"], \"total_duration\": 24447.0, \"total_sessions\": 9, \"mean_week_duration\": 107.224}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 1 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"22684\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-04 15:58:21.000000+00:00\", \"2021-01-25 21:22:18.000000+00:00\"], \"session_ids\": [\"b84c4161-d561-43c1-9ed8-e2b503cf5c1d\", \"eecc40a1-931e-462f-a853-23e0d78e0776\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}}, {\"3233\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-17 15:55:03.000000+00:00\", \"2020-02-12 10:31:48.000000+00:00\"], \"session_ids\": [\"4fc03217-23dc-4dd8-9b7d-3db910c3527d\", \"2ee51edf-46b1-4ac5-9136-1f9da43c87d8\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.291}}, {\"73013\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-06-02 15:37:24.000000+00:00\", \"2020-05-05 18:46:10.000000+00:00\", \"2020-10-23 21:26:14.000000+00:00\", \"2019-08-04 10:31:34.000000+00:00\"], \"session_ids\": [\"7a23b1a6-80f0-48d1-914b-9c5119fd86bd\", \"833a1f8d-32f8-4af3-828e-0a2383e46e22\", \"728e03b5-55bb-46e6-a78a-a82ffb4931fd\", \"7ffa3da1-2f33-4eb5-b899-d0cd71879dbc\"], \"total_duration\": 119.0, \"total_sessions\": 4, \"mean_week_duration\": 0.804}}]\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[{\"22684\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-04 15:58:21.000000+00:00\", \"2021-01-25 21:22:18.000000+00:00\"], \"session_ids\": [\"b84c4161-d561-43c1-9ed8-e2b503cf5c1d\", \"eecc40a1-931e-462f-a853-23e0d78e0776\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}}, {\"3233\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-17 15:55:03.000000+00:00\", \"2020-02-12 10:31:48.000000+00:00\"], \"session_ids\": [\"4fc03217-23dc-4dd8-9b7d-3db910c3527d\", \"2ee51edf-46b1-4ac5-9136-1f9da43c87d8\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.291}}, {\"73013\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-06-02 15:37:24.000000+00:00\", \"2020-05-05 18:46:10.000000+00:00\", \"2020-10-23 21:26:14.000000+00:00\", \"2019-08-04 10:31:34.000000+00:00\"], \"session_ids\": [\"7a23b1a6-80f0-48d1-914b-9c5119fd86bd\", \"833a1f8d-32f8-4af3-828e-0a2383e46e22\", \"728e03b5-55bb-46e6-a78a-a82ffb4931fd\", \"7ffa3da1-2f33-4eb5-b899-d0cd71879dbc\"], \"total_duration\": 119.0, \"total_sessions\": 4, \"mean_week_duration\": 0.804}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"22684\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-04 15:58:21.000000+00:00\", \"2021-01-25 21:22:18.000000+00:00\"], \"session_ids\": [\"b84c4161-d561-43c1-9ed8-e2b503cf5c1d\", \"eecc40a1-931e-462f-a853-23e0d78e0776\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}}, {\"3233\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-17 15:55:03.000000+00:00\", \"2020-02-12 10:31:48.000000+00:00\"], \"session_ids\": [\"4fc03217-23dc-4dd8-9b7d-3db910c3527d\", \"2ee51edf-46b1-4ac5-9136-1f9da43c87d8\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.291}}, {\"73013\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-06-02 15:37:24.000000+00:00\", \"2020-05-05 18:46:10.000000+00:00\", \"2020-10-23 21:26:14.000000+00:00\", \"2019-08-04 10:31:34.000000+00:00\"], \"session_ids\": [\"7a23b1a6-80f0-48d1-914b-9c5119fd86bd\", \"833a1f8d-32f8-4af3-828e-0a2383e46e22\", \"728e03b5-55bb-46e6-a78a-a82ffb4931fd\", \"7ffa3da1-2f33-4eb5-b899-d0cd71879dbc\"], \"total_duration\": 119.0, \"total_sessions\": 4, \"mean_week_duration\": 0.804}}]\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[{\"22684\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-04 15:58:21.000000+00:00\", \"2021-01-25 21:22:18.000000+00:00\"], \"session_ids\": [\"b84c4161-d561-43c1-9ed8-e2b503cf5c1d\", \"eecc40a1-931e-462f-a853-23e0d78e0776\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}}, {\"3233\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-17 15:55:03.000000+00:00\", \"2020-02-12 10:31:48.000000+00:00\"], \"session_ids\": [\"4fc03217-23dc-4dd8-9b7d-3db910c3527d\", \"2ee51edf-46b1-4ac5-9136-1f9da43c87d8\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.291}}, {\"73013\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-06-02 15:37:24.000000+00:00\", \"2020-05-05 18:46:10.000000+00:00\", \"2020-10-23 21:26:14.000000+00:00\", \"2019-08-04 10:31:34.000000+00:00\"], \"session_ids\": [\"7a23b1a6-80f0-48d1-914b-9c5119fd86bd\", \"833a1f8d-32f8-4af3-828e-0a2383e46e22\", \"728e03b5-55bb-46e6-a78a-a82ffb4931fd\", \"7ffa3da1-2f33-4eb5-b899-d0cd71879dbc\"], \"total_duration\": 119.0, \"total_sessions\": 4, \"mean_week_duration\": 0.804}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 3 users whose city is Toronto in addition apply sorting by town title in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-04-14 19:27:12.000000+00:00\", \"2020-06-06 09:08:06.000000+00:00\", \"2021-07-13 03:12:05.000000+00:00\", \"2020-08-24 11:33:49.000000+00:00\", \"2021-12-16 02:41:26.000000+00:00\", \"2019-08-27 05:55:28.000000+00:00\", \"2021-07-29 03:25:42.000000+00:00\", \"2019-04-02 21:54:49.000000+00:00\"], \"session_ids\": [\"3de28f81-e319-4a58-b1a4-47a55158fefb\", \"a3a48e13-9f37-4f3a-9df7-a2dcf936cd41\", \"fd5fc314-e421-40a5-b1ac-f98ef3a4948b\", \"0b70498b-2831-4a6d-8163-31793e97cccf\", \"2706db3a-f369-493f-baf4-47dd1abf78ee\", \"07e92a22-f9ae-4c4e-8b42-39eaf0d99e1a\", \"994e47c8-2805-4c95-8c59-aeeac65c87fa\", \"3da7285d-f1d9-4773-817f-745cc5fa85a2\"], \"total_duration\": 1047.0, \"total_sessions\": 8, \"mean_week_duration\": 7.373}, \"65536\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-05 06:04:53.000000+00:00\", \"2020-06-09 15:02:49.000000+00:00\", \"2019-07-11 03:51:31.000000+00:00\"], \"session_ids\": [\"5a31f837-35f8-41f6-b8ef-7ad5eb3c5f1c\", \"e5a2e0b9-46bc-42fb-a1cc-09e24f835b05\", \"1206e59c-8a1d-4db3-96f7-9134c1898cfd\"], \"total_duration\": 990.0, \"total_sessions\": 3, \"mean_week_duration\": 13.2}, \"55037\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-24 05:04:01.000000+00:00\", \"2022-11-30 14:26:12.000000+00:00\"], \"session_ids\": [\"66faac62-a08a-46d3-a230-0d350cdedb00\", \"d99e5d2d-38d4-4e80-ac1c-94029fe23304\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 1.493}, \"67270\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-05 05:48:39.000000+00:00\", \"2019-11-02 01:32:45.000000+00:00\"], \"session_ids\": [\"3d184573-dea0-4040-b419-0f32d6d83758\", \"297d955a-aa15-484b-9cce-441eb7c4a44c\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.391}, \"2663\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-24 19:04:21.000000+00:00\", \"2019-01-25 05:21:39.000000+00:00\"], \"session_ids\": [\"cca4666d-fa9e-4c21-b319-44539adaa746\", \"d5a521f4-cd67-46ca-a0e2-8ce8d3221633\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 4.44}, \"83940\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-20 10:50:11.000000+00:00\", \"2023-06-02 03:42:23.000000+00:00\"], \"session_ids\": [\"498c2f54-50a4-45b2-9342-157535da6d5a\", \"6a05fcf0-8b83-44e0-8f9a-10671e163b2f\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 2.727}, \"89453\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-01-27 06:08:59.000000+00:00\", \"2022-05-03 22:53:56.000000+00:00\"], \"session_ids\": [\"d7684d51-6775-40d7-a5ca-ecf758d7c345\", \"130de03c-4e1b-4e0c-aa71-0d8f97b76a3b\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 8.786}, \"99396\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-25 17:23:10.000000+00:00\", \"2019-06-10 13:08:19.000000+00:00\"], \"session_ids\": [\"1eaffc5b-4942-4d29-958b-3a313128ee40\", \"462cd5fb-3001-4665-9e31-b0b43b8c825e\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 2.574}, \"81453\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-23 06:32:46.000000+00:00\", \"2019-12-09 15:29:16.000000+00:00\", \"2019-04-02 04:43:46.000000+00:00\"], \"session_ids\": [\"c9b8985c-8e78-4ef1-a54c-4b82576d36c9\", \"51b9c577-84df-47ca-b967-2a452d6314b6\", \"de8a4302-100c-4deb-a6a4-9bd841ca6fc5\"], \"total_duration\": 245.0, \"total_sessions\": 3, \"mean_week_duration\": 1.346}, \"65294\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-17 17:22:22.000000+00:00\", \"2021-05-25 17:29:48.000000+00:00\"], \"session_ids\": [\"09f1db14-1c4c-4919-9038-41ac0f0b9542\", \"c024f547-353a-4fa6-a1f6-f1e12edb86d8\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.418}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Toronto"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users who have time spent on the site is bigger than 686 and strictly smaller than 3010 , and carry out sorting by mean of duration of sessions per week risingly additionaly provide me only with 4 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{\"97888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-13 02:21:22.000000+00:00\", \"2019-12-28 03:48:25.000000+00:00\", \"2023-05-23 07:48:38.000000+00:00\", \"2021-05-30 14:00:08.000000+00:00\", \"2023-06-09 00:23:11.000000+00:00\", \"2019-11-07 02:22:02.000000+00:00\", \"2019-04-09 16:13:53.000000+00:00\", \"2021-01-30 06:43:04.000000+00:00\"], \"session_ids\": [\"ca2562e8-39c3-4fef-9ad3-0bb98a327c8a\", \"f6914e02-1e8e-47ca-b96e-e80aa206ad01\", \"eea1e8f7-9643-4032-ad8b-7cdc7350d95b\", \"57bcd0f4-83ca-433f-ade0-2dcad9259c63\", \"6e5c9730-0ff8-4bc2-8787-98d0c7049a3a\", \"1d5143d3-e009-40b9-aa4c-8b887331849a\", \"69cfe95f-1c40-4011-b18d-d17d1c354352\", \"252e949a-a7ac-4583-a6ea-7d36509d79ec\"], \"total_duration\": 1415.0, \"total_sessions\": 8, \"mean_week_duration\": 6.491}, \"2594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-01 09:23:20.000000+00:00\", \"2022-11-26 17:17:20.000000+00:00\"], \"session_ids\": [\"bc3541fa-5cc3-45f4-a0b2-4f5b8219a052\", \"fd345a5f-384c-4a67-a661-a2b8e322c86e\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 2.203}, \"63117\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-11-19 06:45:54.000000+00:00\", \"2021-03-11 02:25:34.000000+00:00\", \"2019-09-14 16:08:42.000000+00:00\"], \"session_ids\": [\"d03d8cfc-3dba-44a5-ba8a-40de3eaec78e\", \"50e64b2d-9630-41bc-93b5-6e27775a8ed9\", \"987e7331-46b6-47db-b1a4-64ac0fadf836\"], \"total_duration\": 294.0, \"total_sessions\": 3, \"mean_week_duration\": 2.579}, \"86401\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-23 16:21:03.000000+00:00\", \"2023-02-25 08:17:22.000000+00:00\", \"2020-11-29 14:41:35.000000+00:00\", \"2020-04-02 14:59:24.000000+00:00\", \"2022-08-18 23:37:07.000000+00:00\", \"2022-02-28 09:38:56.000000+00:00\"], \"session_ids\": [\"3806b2c8-03da-4dbc-813f-67e0c5d35169\", \"96f4da49-3dda-4557-a2df-87963b675b30\", \"a0b1a04b-df2a-4d33-872d-da8c4e5c9958\", \"59869472-083f-4d6d-9485-c96b15553d45\", \"839744b3-7a92-4734-8b55-b6f5878796f7\", \"e388255c-7db4-4103-b033-9a8b712c741c\"], \"total_duration\": 57.0, \"total_sessions\": 6, \"mean_week_duration\": 0.348}, \"47967\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-10-11 22:54:14.000000+00:00\", \"2021-10-27 15:41:10.000000+00:00\"], \"session_ids\": [\"34d46cff-4111-4e69-b940-23697400263f\", \"a9afe04f-cf04-4da1-8eaa-e52321114f4b\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 110.333}, \"86254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-05 16:19:42.000000+00:00\", \"2021-04-12 07:09:35.000000+00:00\"], \"session_ids\": [\"73d767d7-7c40-44cc-a39f-e9405aa70d1c\", \"760d2419-85c5-47c7-9542-4055cec48bad\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 3.348}, \"83425\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-22 06:57:39.000000+00:00\", \"2019-04-10 03:27:04.000000+00:00\", \"2022-07-10 06:13:01.000000+00:00\"], \"session_ids\": [\"ddcb196d-c619-4be6-8163-91e6641ef50a\", \"55e5521c-af1f-465c-ba4d-cadc10e5e75a\", \"5e94a03d-3ba9-424e-83e5-e7ffbacde258\"], \"total_duration\": 413.0, \"total_sessions\": 3, \"mean_week_duration\": 2.429}, \"6014\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-16 21:30:37.000000+00:00\", \"2022-07-09 13:04:27.000000+00:00\"], \"session_ids\": [\"c813b178-db90-4c99-af1b-6e126239b36e\", \"572241b0-2893-434d-ad45-282f9fb6dba5\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 6.024}, \"65780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-12-27 13:41:58.000000+00:00\", \"2020-01-22 03:02:32.000000+00:00\", \"2022-04-19 13:26:53.000000+00:00\", \"2020-03-01 21:06:32.000000+00:00\"], \"session_ids\": [\"9aabba8e-75b8-4e75-beab-03087aa996be\", \"b12daa40-46a5-4a1d-9e7d-76ac49c2e78f\", \"43b2a752-791a-443f-8008-c5836613e6bd\", \"36483487-c055-47cc-a0b4-ed85cf504e38\"], \"total_duration\": 1081.0, \"total_sessions\": 4, \"mean_week_duration\": 7.065}, \"27900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-23 12:36:39.000000+00:00\", \"2019-10-29 08:54:01.000000+00:00\", \"2020-03-26 00:01:59.000000+00:00\"], \"session_ids\": [\"c38e840d-4acc-4cdc-8d7f-edc36a61ec79\", \"12d3f1b5-ec32-4555-a363-0a353a8598fa\", \"b9ad9976-6f30-4c64-8033-31dcfd9ddfe2\"], \"total_duration\": 950.0, \"total_sessions\": 3, \"mean_week_duration\": 19.388}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 686 and are less than 3010"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[686, 3010]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-13 02:21:22.000000+00:00\", \"2019-12-28 03:48:25.000000+00:00\", \"2023-05-23 07:48:38.000000+00:00\", \"2021-05-30 14:00:08.000000+00:00\", \"2023-06-09 00:23:11.000000+00:00\", \"2019-11-07 02:22:02.000000+00:00\", \"2019-04-09 16:13:53.000000+00:00\", \"2021-01-30 06:43:04.000000+00:00\"], \"session_ids\": [\"ca2562e8-39c3-4fef-9ad3-0bb98a327c8a\", \"f6914e02-1e8e-47ca-b96e-e80aa206ad01\", \"eea1e8f7-9643-4032-ad8b-7cdc7350d95b\", \"57bcd0f4-83ca-433f-ade0-2dcad9259c63\", \"6e5c9730-0ff8-4bc2-8787-98d0c7049a3a\", \"1d5143d3-e009-40b9-aa4c-8b887331849a\", \"69cfe95f-1c40-4011-b18d-d17d1c354352\", \"252e949a-a7ac-4583-a6ea-7d36509d79ec\"], \"total_duration\": 1415.0, \"total_sessions\": 8, \"mean_week_duration\": 6.491}, \"65780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-12-27 13:41:58.000000+00:00\", \"2020-01-22 03:02:32.000000+00:00\", \"2022-04-19 13:26:53.000000+00:00\", \"2020-03-01 21:06:32.000000+00:00\"], \"session_ids\": [\"9aabba8e-75b8-4e75-beab-03087aa996be\", \"b12daa40-46a5-4a1d-9e7d-76ac49c2e78f\", \"43b2a752-791a-443f-8008-c5836613e6bd\", \"36483487-c055-47cc-a0b4-ed85cf504e38\"], \"total_duration\": 1081.0, \"total_sessions\": 4, \"mean_week_duration\": 7.065}, \"27900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-23 12:36:39.000000+00:00\", \"2019-10-29 08:54:01.000000+00:00\", \"2020-03-26 00:01:59.000000+00:00\"], \"session_ids\": [\"c38e840d-4acc-4cdc-8d7f-edc36a61ec79\", \"12d3f1b5-ec32-4555-a363-0a353a8598fa\", \"b9ad9976-6f30-4c64-8033-31dcfd9ddfe2\"], \"total_duration\": 950.0, \"total_sessions\": 3, \"mean_week_duration\": 19.388}}\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[{\"97888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-13 02:21:22.000000+00:00\", \"2019-12-28 03:48:25.000000+00:00\", \"2023-05-23 07:48:38.000000+00:00\", \"2021-05-30 14:00:08.000000+00:00\", \"2023-06-09 00:23:11.000000+00:00\", \"2019-11-07 02:22:02.000000+00:00\", \"2019-04-09 16:13:53.000000+00:00\", \"2021-01-30 06:43:04.000000+00:00\"], \"session_ids\": [\"ca2562e8-39c3-4fef-9ad3-0bb98a327c8a\", \"f6914e02-1e8e-47ca-b96e-e80aa206ad01\", \"eea1e8f7-9643-4032-ad8b-7cdc7350d95b\", \"57bcd0f4-83ca-433f-ade0-2dcad9259c63\", \"6e5c9730-0ff8-4bc2-8787-98d0c7049a3a\", \"1d5143d3-e009-40b9-aa4c-8b887331849a\", \"69cfe95f-1c40-4011-b18d-d17d1c354352\", \"252e949a-a7ac-4583-a6ea-7d36509d79ec\"], \"total_duration\": 1415.0, \"total_sessions\": 8, \"mean_week_duration\": 6.491}}, {\"65780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-12-27 13:41:58.000000+00:00\", \"2020-01-22 03:02:32.000000+00:00\", \"2022-04-19 13:26:53.000000+00:00\", \"2020-03-01 21:06:32.000000+00:00\"], \"session_ids\": [\"9aabba8e-75b8-4e75-beab-03087aa996be\", \"b12daa40-46a5-4a1d-9e7d-76ac49c2e78f\", \"43b2a752-791a-443f-8008-c5836613e6bd\", \"36483487-c055-47cc-a0b4-ed85cf504e38\"], \"total_duration\": 1081.0, \"total_sessions\": 4, \"mean_week_duration\": 7.065}}, {\"27900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-23 12:36:39.000000+00:00\", \"2019-10-29 08:54:01.000000+00:00\", \"2020-03-26 00:01:59.000000+00:00\"], \"session_ids\": [\"c38e840d-4acc-4cdc-8d7f-edc36a61ec79\", \"12d3f1b5-ec32-4555-a363-0a353a8598fa\", \"b9ad9976-6f30-4c64-8033-31dcfd9ddfe2\"], \"total_duration\": 950.0, \"total_sessions\": 3, \"mean_week_duration\": 19.388}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-13 02:21:22.000000+00:00\", \"2019-12-28 03:48:25.000000+00:00\", \"2023-05-23 07:48:38.000000+00:00\", \"2021-05-30 14:00:08.000000+00:00\", \"2023-06-09 00:23:11.000000+00:00\", \"2019-11-07 02:22:02.000000+00:00\", \"2019-04-09 16:13:53.000000+00:00\", \"2021-01-30 06:43:04.000000+00:00\"], \"session_ids\": [\"ca2562e8-39c3-4fef-9ad3-0bb98a327c8a\", \"f6914e02-1e8e-47ca-b96e-e80aa206ad01\", \"eea1e8f7-9643-4032-ad8b-7cdc7350d95b\", \"57bcd0f4-83ca-433f-ade0-2dcad9259c63\", \"6e5c9730-0ff8-4bc2-8787-98d0c7049a3a\", \"1d5143d3-e009-40b9-aa4c-8b887331849a\", \"69cfe95f-1c40-4011-b18d-d17d1c354352\", \"252e949a-a7ac-4583-a6ea-7d36509d79ec\"], \"total_duration\": 1415.0, \"total_sessions\": 8, \"mean_week_duration\": 6.491}}, {\"65780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-12-27 13:41:58.000000+00:00\", \"2020-01-22 03:02:32.000000+00:00\", \"2022-04-19 13:26:53.000000+00:00\", \"2020-03-01 21:06:32.000000+00:00\"], \"session_ids\": [\"9aabba8e-75b8-4e75-beab-03087aa996be\", \"b12daa40-46a5-4a1d-9e7d-76ac49c2e78f\", \"43b2a752-791a-443f-8008-c5836613e6bd\", \"36483487-c055-47cc-a0b4-ed85cf504e38\"], \"total_duration\": 1081.0, \"total_sessions\": 4, \"mean_week_duration\": 7.065}}, {\"27900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-23 12:36:39.000000+00:00\", \"2019-10-29 08:54:01.000000+00:00\", \"2020-03-26 00:01:59.000000+00:00\"], \"session_ids\": [\"c38e840d-4acc-4cdc-8d7f-edc36a61ec79\", \"12d3f1b5-ec32-4555-a363-0a353a8598fa\", \"b9ad9976-6f30-4c64-8033-31dcfd9ddfe2\"], \"total_duration\": 950.0, \"total_sessions\": 3, \"mean_week_duration\": 19.388}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-13 02:21:22.000000+00:00\", \"2019-12-28 03:48:25.000000+00:00\", \"2023-05-23 07:48:38.000000+00:00\", \"2021-05-30 14:00:08.000000+00:00\", \"2023-06-09 00:23:11.000000+00:00\", \"2019-11-07 02:22:02.000000+00:00\", \"2019-04-09 16:13:53.000000+00:00\", \"2021-01-30 06:43:04.000000+00:00\"], \"session_ids\": [\"ca2562e8-39c3-4fef-9ad3-0bb98a327c8a\", \"f6914e02-1e8e-47ca-b96e-e80aa206ad01\", \"eea1e8f7-9643-4032-ad8b-7cdc7350d95b\", \"57bcd0f4-83ca-433f-ade0-2dcad9259c63\", \"6e5c9730-0ff8-4bc2-8787-98d0c7049a3a\", \"1d5143d3-e009-40b9-aa4c-8b887331849a\", \"69cfe95f-1c40-4011-b18d-d17d1c354352\", \"252e949a-a7ac-4583-a6ea-7d36509d79ec\"], \"total_duration\": 1415.0, \"total_sessions\": 8, \"mean_week_duration\": 6.491}}, {\"65780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-12-27 13:41:58.000000+00:00\", \"2020-01-22 03:02:32.000000+00:00\", \"2022-04-19 13:26:53.000000+00:00\", \"2020-03-01 21:06:32.000000+00:00\"], \"session_ids\": [\"9aabba8e-75b8-4e75-beab-03087aa996be\", \"b12daa40-46a5-4a1d-9e7d-76ac49c2e78f\", \"43b2a752-791a-443f-8008-c5836613e6bd\", \"36483487-c055-47cc-a0b4-ed85cf504e38\"], \"total_duration\": 1081.0, \"total_sessions\": 4, \"mean_week_duration\": 7.065}}, {\"27900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-23 12:36:39.000000+00:00\", \"2019-10-29 08:54:01.000000+00:00\", \"2020-03-26 00:01:59.000000+00:00\"], \"session_ids\": [\"c38e840d-4acc-4cdc-8d7f-edc36a61ec79\", \"12d3f1b5-ec32-4555-a363-0a353a8598fa\", \"b9ad9976-6f30-4c64-8033-31dcfd9ddfe2\"], \"total_duration\": 950.0, \"total_sessions\": 3, \"mean_week_duration\": 19.388}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about user with a duration total that is above 852, exclusive 852 and execute sorting by time using the app per week descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20405\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-13 23:04:54.000000+00:00\", \"2019-11-13 19:43:47.000000+00:00\"], \"session_ids\": [\"e00ab00d-229a-4f46-bf2e-8c93a5db7ed7\", \"47add4f9-2756-4051-9ff6-bb4dc5698e99\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 11.111}, \"83497\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-06-20 08:23:22.000000+00:00\", \"2021-06-21 07:02:31.000000+00:00\"], \"session_ids\": [\"5471ed3e-1134-44c2-a02d-e90b9abfe526\", \"49538bee-9217-499e-9220-8826019abf99\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 2.352}, \"28867\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-10-09 05:14:11.000000+00:00\", \"2019-01-11 18:50:12.000000+00:00\"], \"session_ids\": [\"dded0329-4c20-481a-adc5-10884d7630bc\", \"5209f72d-95e9-455d-a92b-60e2e357f276\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.582}, \"87664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-01 22:31:41.000000+00:00\", \"2023-01-15 09:03:49.000000+00:00\", \"2020-04-01 07:07:15.000000+00:00\", \"2022-05-02 09:38:33.000000+00:00\", \"2021-04-12 09:44:06.000000+00:00\", \"2023-05-15 23:16:17.000000+00:00\", \"2022-10-20 00:20:47.000000+00:00\", \"2019-04-22 06:34:31.000000+00:00\", \"2023-05-27 12:04:07.000000+00:00\", \"2019-06-27 11:38:21.000000+00:00\"], \"session_ids\": [\"58a63170-8cf1-4896-9cd9-f0b10abca925\", \"e4489274-2693-4678-ad8d-a061cb62ab0f\", \"61e7b3a0-3cfa-4290-891d-921abd4d65aa\", \"5e0cf183-5352-43e7-baa5-87cc2bb40eda\", \"8ed0b4d3-1845-4935-95ec-5dce342e4332\", \"b7b331cc-ea4a-471e-a07d-dd04cf181625\", \"d1582086-7395-40c3-994d-7846e7793949\", \"402e93d2-85be-4df0-8426-5591f03a27b7\", \"1f237c2a-2168-49b6-9da0-3aeaa39bc0da\", \"cc525a0a-ff6c-4faf-8e5d-ef1391543d6a\"], \"total_duration\": 300.0, \"total_sessions\": 10, \"mean_week_duration\": 1.402}, \"93139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-26 05:16:34.000000+00:00\", \"2021-01-10 04:35:37.000000+00:00\", \"2023-01-12 16:29:25.000000+00:00\"], \"session_ids\": [\"b7f255e4-59be-4a4f-bfc4-12e2adabe52d\", \"bbdcca25-6226-4aab-be6f-974461f35460\", \"f35e13d6-fe65-4540-9ee9-85913de0c6cd\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 1.232}, \"34420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-20 05:58:19.000000+00:00\", \"2021-06-22 23:22:15.000000+00:00\"], \"session_ids\": [\"19d8ccfe-d90f-44e6-b0d0-20a6df4fd317\", \"8d1322cd-6d07-453a-a9d4-aa8ae2456b38\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.869}, \"87773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-18 12:05:28.000000+00:00\", \"2022-04-05 04:25:00.000000+00:00\"], \"session_ids\": [\"bc95236c-a388-47ea-952c-979bd12e994b\", \"66262e4b-5960-4f62-b3fb-6ada087eed49\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.765}, \"7177\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-04-01 03:55:48.000000+00:00\", \"2020-07-01 03:30:49.000000+00:00\"], \"session_ids\": [\"1a06c092-2f59-4b69-a188-93a525b21be2\", \"50df897c-98f0-4272-be5a-1328ced9dc1a\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.042}, \"68173\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-10 17:27:34.000000+00:00\", \"2020-06-29 13:30:47.000000+00:00\"], \"session_ids\": [\"8f3041a1-4987-4c11-8969-228c808653fd\", \"976a6d9f-b38b-4f69-88ba-2235f367ce7e\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 4.639}, \"33133\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-19 06:21:22.000000+00:00\", \"2020-11-25 17:11:20.000000+00:00\", \"2021-08-26 19:58:29.000000+00:00\", \"2021-06-08 12:10:39.000000+00:00\", \"2020-01-30 11:20:34.000000+00:00\"], \"session_ids\": [\"8ec1bb20-a464-494f-83c3-49004d9bae0e\", \"99b3b1ca-31d2-47ca-b62a-6ab476f5804a\", \"3476d045-b474-4f35-be76-3c1fac315561\", \"18410630-d7b2-450b-82b0-ce0a659ba5b7\", \"83a539d7-bdb7-4656-acac-cf205d77ab5e\"], \"total_duration\": 1799.0, \"total_sessions\": 5, \"mean_week_duration\": 13.036}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 852"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[852, 4952]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33133\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-19 06:21:22.000000+00:00\", \"2020-11-25 17:11:20.000000+00:00\", \"2021-08-26 19:58:29.000000+00:00\", \"2021-06-08 12:10:39.000000+00:00\", \"2020-01-30 11:20:34.000000+00:00\"], \"session_ids\": [\"8ec1bb20-a464-494f-83c3-49004d9bae0e\", \"99b3b1ca-31d2-47ca-b62a-6ab476f5804a\", \"3476d045-b474-4f35-be76-3c1fac315561\", \"18410630-d7b2-450b-82b0-ce0a659ba5b7\", \"83a539d7-bdb7-4656-acac-cf205d77ab5e\"], \"total_duration\": 1799.0, \"total_sessions\": 5, \"mean_week_duration\": 13.036}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33133\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-19 06:21:22.000000+00:00\", \"2020-11-25 17:11:20.000000+00:00\", \"2021-08-26 19:58:29.000000+00:00\", \"2021-06-08 12:10:39.000000+00:00\", \"2020-01-30 11:20:34.000000+00:00\"], \"session_ids\": [\"8ec1bb20-a464-494f-83c3-49004d9bae0e\", \"99b3b1ca-31d2-47ca-b62a-6ab476f5804a\", \"3476d045-b474-4f35-be76-3c1fac315561\", \"18410630-d7b2-450b-82b0-ce0a659ba5b7\", \"83a539d7-bdb7-4656-acac-cf205d77ab5e\"], \"total_duration\": 1799.0, \"total_sessions\": 5, \"mean_week_duration\": 13.036}}]\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[{\"33133\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-19 06:21:22.000000+00:00\", \"2020-11-25 17:11:20.000000+00:00\", \"2021-08-26 19:58:29.000000+00:00\", \"2021-06-08 12:10:39.000000+00:00\", \"2020-01-30 11:20:34.000000+00:00\"], \"session_ids\": [\"8ec1bb20-a464-494f-83c3-49004d9bae0e\", \"99b3b1ca-31d2-47ca-b62a-6ab476f5804a\", \"3476d045-b474-4f35-be76-3c1fac315561\", \"18410630-d7b2-450b-82b0-ce0a659ba5b7\", \"83a539d7-bdb7-4656-acac-cf205d77ab5e\"], \"total_duration\": 1799.0, \"total_sessions\": 5, \"mean_week_duration\": 13.036}}]\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[{\"33133\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-19 06:21:22.000000+00:00\", \"2020-11-25 17:11:20.000000+00:00\", \"2021-08-26 19:58:29.000000+00:00\", \"2021-06-08 12:10:39.000000+00:00\", \"2020-01-30 11:20:34.000000+00:00\"], \"session_ids\": [\"8ec1bb20-a464-494f-83c3-49004d9bae0e\", \"99b3b1ca-31d2-47ca-b62a-6ab476f5804a\", \"3476d045-b474-4f35-be76-3c1fac315561\", \"18410630-d7b2-450b-82b0-ce0a659ba5b7\", \"83a539d7-bdb7-4656-acac-cf205d77ab5e\"], \"total_duration\": 1799.0, \"total_sessions\": 5, \"mean_week_duration\": 13.036}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 5 users who are topleast users based on total duration and in addition execute sorting by city naming in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-11 07:17:38.000000+00:00\", \"2021-08-20 10:16:20.000000+00:00\"], \"session_ids\": [\"78855667-27bc-42c6-aae3-e73a919e61da\", \"cebfb30b-8283-422c-bd08-a42d9b61342a\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.761}, \"90183\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-22 20:20:17.000000+00:00\", \"2020-07-01 17:04:01.000000+00:00\"], \"session_ids\": [\"556cb461-a2f8-4d33-8377-c5ffb4e3a5eb\", \"7585917c-8d63-41c5-9010-1dc914bc13e5\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 2.244}, \"69688\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-08-20 09:57:21.000000+00:00\", \"2021-03-21 18:57:37.000000+00:00\", \"2021-03-24 06:24:19.000000+00:00\", \"2022-08-14 01:06:52.000000+00:00\"], \"session_ids\": [\"b34b677b-ef53-46a1-b8af-f2649b123a53\", \"27c2f7ee-7b1c-4a2b-b5d7-cfecc2e4e6de\", \"33415a5f-8feb-412c-b1b3-5512abeda2ed\", \"c452429c-c59b-447f-97cf-257ca0a92944\"], \"total_duration\": 671.0, \"total_sessions\": 4, \"mean_week_duration\": 9.068}, \"12467\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-18 00:00:15.000000+00:00\", \"2022-05-17 02:10:12.000000+00:00\"], \"session_ids\": [\"55fd2aa8-b623-4df9-8e28-454f00e229af\", \"a179ec12-9e24-4c4b-a0ee-e7206d92f215\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 7.225}, \"25789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-01 02:44:24.000000+00:00\", \"2022-12-18 18:21:01.000000+00:00\", \"2021-05-08 22:48:45.000000+00:00\", \"2019-06-15 20:21:06.000000+00:00\"], \"session_ids\": [\"a809494f-27a0-45ce-b8b5-6f10a0d8173b\", \"3541adba-73a3-4b48-a15c-70e0440d4cce\", \"c109687d-7a1d-4722-9aa2-6709fc6cdf10\", \"88e92bbd-da24-4a8b-bb72-223050159687\"], \"total_duration\": 181.0, \"total_sessions\": 4, \"mean_week_duration\": 0.989}, \"21785\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-10-18 23:32:07.000000+00:00\", \"2019-08-20 09:12:13.000000+00:00\", \"2019-01-14 17:59:47.000000+00:00\", \"2021-10-16 14:31:37.000000+00:00\"], \"session_ids\": [\"bb9507cc-b937-4b24-9cf6-ffb62f894ee1\", \"2fc368e9-bbbf-454a-b305-9242815bc8f3\", \"c224734b-7c95-4906-b8b7-8b594bfbe36d\", \"2a20ecd3-7304-499b-aff0-b18dbcf25eee\"], \"total_duration\": 1473.0, \"total_sessions\": 4, \"mean_week_duration\": 10.229}, \"98201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-19 17:26:51.000000+00:00\", \"2019-11-10 21:58:58.000000+00:00\"], \"session_ids\": [\"6f1c65c9-0bad-411a-9249-cd18764c394d\", \"0834cb7a-d92f-4bcc-814b-4d7d65553f39\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 3.388}, \"88435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-10-06 09:52:05.000000+00:00\", \"2021-04-30 15:19:49.000000+00:00\", \"2019-10-07 00:46:34.000000+00:00\", \"2020-05-01 10:47:20.000000+00:00\", \"2022-10-27 14:17:21.000000+00:00\"], \"session_ids\": [\"8c08b35c-6288-44d3-80ba-c6bed89508c6\", \"d075397c-6d4c-4bbb-a474-666cac7bdf7f\", \"e72b3ee6-6be0-46d0-bd1e-ad008d566dc4\", \"3795601d-68c3-4191-98a5-57062cd69086\", \"8a6c0268-c304-4e57-bb8f-7302836297d4\"], \"total_duration\": 495.0, \"total_sessions\": 5, \"mean_week_duration\": 3.094}, \"39918\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-02 06:56:31.000000+00:00\", \"2022-01-24 00:29:28.000000+00:00\"], \"session_ids\": [\"e543c661-a099-4f71-b8d6-76af15ad6721\", \"1f7afa48-6a94-44da-9137-76c054da310d\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 9.684}, \"8833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-23 05:28:59.000000+00:00\", \"2020-10-24 22:00:08.000000+00:00\"], \"session_ids\": [\"c3ace1be-ad78-47e0-90fb-a087b10573a8\", \"743bb7bc-2fd6-44dc-ad28-2b488155dce7\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.016}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 5 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 5}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"98201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-19 17:26:51.000000+00:00\", \"2019-11-10 21:58:58.000000+00:00\"], \"session_ids\": [\"6f1c65c9-0bad-411a-9249-cd18764c394d\", \"0834cb7a-d92f-4bcc-814b-4d7d65553f39\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 3.388}}, {\"25789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-01 02:44:24.000000+00:00\", \"2022-12-18 18:21:01.000000+00:00\", \"2021-05-08 22:48:45.000000+00:00\", \"2019-06-15 20:21:06.000000+00:00\"], \"session_ids\": [\"a809494f-27a0-45ce-b8b5-6f10a0d8173b\", \"3541adba-73a3-4b48-a15c-70e0440d4cce\", \"c109687d-7a1d-4722-9aa2-6709fc6cdf10\", \"88e92bbd-da24-4a8b-bb72-223050159687\"], \"total_duration\": 181.0, \"total_sessions\": 4, \"mean_week_duration\": 0.989}}, {\"39918\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-02 06:56:31.000000+00:00\", \"2022-01-24 00:29:28.000000+00:00\"], \"session_ids\": [\"e543c661-a099-4f71-b8d6-76af15ad6721\", \"1f7afa48-6a94-44da-9137-76c054da310d\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 9.684}}, {\"8833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-23 05:28:59.000000+00:00\", \"2020-10-24 22:00:08.000000+00:00\"], \"session_ids\": [\"c3ace1be-ad78-47e0-90fb-a087b10573a8\", \"743bb7bc-2fd6-44dc-ad28-2b488155dce7\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.016}}, {\"37132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-11 07:17:38.000000+00:00\", \"2021-08-20 10:16:20.000000+00:00\"], \"session_ids\": [\"78855667-27bc-42c6-aae3-e73a919e61da\", \"cebfb30b-8283-422c-bd08-a42d9b61342a\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.761}}]\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[{\"37132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-11 07:17:38.000000+00:00\", \"2021-08-20 10:16:20.000000+00:00\"], \"session_ids\": [\"78855667-27bc-42c6-aae3-e73a919e61da\", \"cebfb30b-8283-422c-bd08-a42d9b61342a\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.761}}, {\"25789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-01 02:44:24.000000+00:00\", \"2022-12-18 18:21:01.000000+00:00\", \"2021-05-08 22:48:45.000000+00:00\", \"2019-06-15 20:21:06.000000+00:00\"], \"session_ids\": [\"a809494f-27a0-45ce-b8b5-6f10a0d8173b\", \"3541adba-73a3-4b48-a15c-70e0440d4cce\", \"c109687d-7a1d-4722-9aa2-6709fc6cdf10\", \"88e92bbd-da24-4a8b-bb72-223050159687\"], \"total_duration\": 181.0, \"total_sessions\": 4, \"mean_week_duration\": 0.989}}, {\"8833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-23 05:28:59.000000+00:00\", \"2020-10-24 22:00:08.000000+00:00\"], \"session_ids\": [\"c3ace1be-ad78-47e0-90fb-a087b10573a8\", \"743bb7bc-2fd6-44dc-ad28-2b488155dce7\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.016}}, {\"98201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-19 17:26:51.000000+00:00\", \"2019-11-10 21:58:58.000000+00:00\"], \"session_ids\": [\"6f1c65c9-0bad-411a-9249-cd18764c394d\", \"0834cb7a-d92f-4bcc-814b-4d7d65553f39\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 3.388}}, {\"39918\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-02 06:56:31.000000+00:00\", \"2022-01-24 00:29:28.000000+00:00\"], \"session_ids\": [\"e543c661-a099-4f71-b8d6-76af15ad6721\", \"1f7afa48-6a94-44da-9137-76c054da310d\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 9.684}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-11 07:17:38.000000+00:00\", \"2021-08-20 10:16:20.000000+00:00\"], \"session_ids\": [\"78855667-27bc-42c6-aae3-e73a919e61da\", \"cebfb30b-8283-422c-bd08-a42d9b61342a\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.761}}, {\"25789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-01 02:44:24.000000+00:00\", \"2022-12-18 18:21:01.000000+00:00\", \"2021-05-08 22:48:45.000000+00:00\", \"2019-06-15 20:21:06.000000+00:00\"], \"session_ids\": [\"a809494f-27a0-45ce-b8b5-6f10a0d8173b\", \"3541adba-73a3-4b48-a15c-70e0440d4cce\", \"c109687d-7a1d-4722-9aa2-6709fc6cdf10\", \"88e92bbd-da24-4a8b-bb72-223050159687\"], \"total_duration\": 181.0, \"total_sessions\": 4, \"mean_week_duration\": 0.989}}, {\"8833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-23 05:28:59.000000+00:00\", \"2020-10-24 22:00:08.000000+00:00\"], \"session_ids\": [\"c3ace1be-ad78-47e0-90fb-a087b10573a8\", \"743bb7bc-2fd6-44dc-ad28-2b488155dce7\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.016}}, {\"98201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-19 17:26:51.000000+00:00\", \"2019-11-10 21:58:58.000000+00:00\"], \"session_ids\": [\"6f1c65c9-0bad-411a-9249-cd18764c394d\", \"0834cb7a-d92f-4bcc-814b-4d7d65553f39\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 3.388}}, {\"39918\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-02 06:56:31.000000+00:00\", \"2022-01-24 00:29:28.000000+00:00\"], \"session_ids\": [\"e543c661-a099-4f71-b8d6-76af15ad6721\", \"1f7afa48-6a94-44da-9137-76c054da310d\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 9.684}}]\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[{\"37132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-11 07:17:38.000000+00:00\", \"2021-08-20 10:16:20.000000+00:00\"], \"session_ids\": [\"78855667-27bc-42c6-aae3-e73a919e61da\", \"cebfb30b-8283-422c-bd08-a42d9b61342a\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.761}}, {\"25789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-01 02:44:24.000000+00:00\", \"2022-12-18 18:21:01.000000+00:00\", \"2021-05-08 22:48:45.000000+00:00\", \"2019-06-15 20:21:06.000000+00:00\"], \"session_ids\": [\"a809494f-27a0-45ce-b8b5-6f10a0d8173b\", \"3541adba-73a3-4b48-a15c-70e0440d4cce\", \"c109687d-7a1d-4722-9aa2-6709fc6cdf10\", \"88e92bbd-da24-4a8b-bb72-223050159687\"], \"total_duration\": 181.0, \"total_sessions\": 4, \"mean_week_duration\": 0.989}}, {\"8833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-23 05:28:59.000000+00:00\", \"2020-10-24 22:00:08.000000+00:00\"], \"session_ids\": [\"c3ace1be-ad78-47e0-90fb-a087b10573a8\", \"743bb7bc-2fd6-44dc-ad28-2b488155dce7\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.016}}, {\"98201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-19 17:26:51.000000+00:00\", \"2019-11-10 21:58:58.000000+00:00\"], \"session_ids\": [\"6f1c65c9-0bad-411a-9249-cd18764c394d\", \"0834cb7a-d92f-4bcc-814b-4d7d65553f39\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 3.388}}, {\"39918\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-02 06:56:31.000000+00:00\", \"2022-01-24 00:29:28.000000+00:00\"], \"session_ids\": [\"e543c661-a099-4f71-b8d6-76af15ad6721\", \"1f7afa48-6a94-44da-9137-76c054da310d\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 9.684}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 8 users with a time using the app that is higher than 2336 and lower than 2578 , and implement sorting by time using the app in descending order and in addition provide me only with 3 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{\"17802\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-19 01:22:14.000000+00:00\", \"2019-09-19 03:07:27.000000+00:00\", \"2021-01-13 14:09:31.000000+00:00\"], \"session_ids\": [\"d3b7d3b3-8f56-48bc-8e89-95995cce9024\", \"4c2192a4-ae13-4227-8ad8-671a2df39b97\", \"69dd74d0-58df-4733-86c3-4809a586f4db\"], \"total_duration\": 233.0, \"total_sessions\": 3, \"mean_week_duration\": 2.987}, \"89959\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-20 03:09:07.000000+00:00\", \"2020-08-16 16:32:49.000000+00:00\", \"2021-10-02 10:35:47.000000+00:00\"], \"session_ids\": [\"44394def-6285-42ad-9506-988e160ba9e0\", \"7749f0ae-4d39-419a-8a49-a225126c6d46\", \"43b671d5-7f05-4f95-91e2-dbc8e80f86b8\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 1.123}, \"58876\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2023-05-17 23:06:20.000000+00:00\", \"2021-10-15 10:16:45.000000+00:00\", \"2019-08-26 04:02:51.000000+00:00\"], \"session_ids\": [\"1e3921f8-6feb-46ea-8a1b-c8456f2cd5bb\", \"7284aaa4-52f5-4883-afa5-91af14b47d49\", \"90b6e1d4-c91e-426c-870b-36c7ca730f35\"], \"total_duration\": 689.0, \"total_sessions\": 3, \"mean_week_duration\": 3.533}, \"5681\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-02 06:34:17.000000+00:00\", \"2021-04-15 11:31:20.000000+00:00\"], \"session_ids\": [\"ad6964dd-fbad-4704-a2cb-59cf982203f5\", \"a363d4de-d877-483a-907c-a113db26cc3b\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 3.99}, \"35109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-08 23:12:03.000000+00:00\", \"2019-07-29 20:51:44.000000+00:00\", \"2020-11-23 03:39:47.000000+00:00\"], \"session_ids\": [\"4fde07dd-993e-490e-8680-e651c5577cd3\", \"6ac98c13-532a-4c32-b6d9-8afe1d602834\", \"d911e040-05f2-49ce-9ef8-0aa44f39ebca\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.387}, \"91531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-30 23:23:22.000000+00:00\", \"2020-05-22 05:17:34.000000+00:00\"], \"session_ids\": [\"a70643b1-1380-4fcd-8ff3-ece42005f133\", \"2874e538-d31e-4f8c-9e03-5030902c4607\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 1.155}, \"17103\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-11 11:12:15.000000+00:00\", \"2022-08-11 12:08:48.000000+00:00\", \"2022-03-02 15:14:42.000000+00:00\"], \"session_ids\": [\"3d75c2f5-4363-4230-8d2b-b308586cbb6b\", \"6efa5c17-8312-46e4-9ebf-b4442b526cf4\", \"f3a1129f-89f0-4676-b59f-c741561896a1\"], \"total_duration\": 970.0, \"total_sessions\": 3, \"mean_week_duration\": 5.575}, \"50841\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-06 18:08:36.000000+00:00\", \"2020-07-10 15:07:56.000000+00:00\"], \"session_ids\": [\"4cfb1f9a-17a2-4504-9363-13b169a24dda\", \"b46baa72-a659-4d5a-9278-96ba6ca4d0ef\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 0.992}, \"75262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-08-22 14:03:42.000000+00:00\", \"2022-07-24 11:06:19.000000+00:00\"], \"session_ids\": [\"a0211e49-7d04-48ae-9c26-0e9de93299dc\", \"4350e7fa-d1d6-4547-8574-08cfa6327ed9\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 41.6}, \"45167\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-27 05:36:57.000000+00:00\", \"2021-03-01 15:42:25.000000+00:00\", \"2020-12-28 16:37:29.000000+00:00\"], \"session_ids\": [\"67fa81a5-1e2a-4b13-98e7-0aa95b928143\", \"3a87f377-b136-42a5-a98a-cbefd5ae0936\", \"edb8b2fb-8147-4888-a09a-3ab1abd3bf81\"], \"total_duration\": 150.0, \"total_sessions\": 3, \"mean_week_duration\": 2.113}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 2336 and are equal or less than 2578"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[2336, 2578]]}}}\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 user who isn't currently living in cities Kingston, Buenos Aires additionaly perform sorting by time in app per week asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-15 07:57:15.000000+00:00\", \"2022-06-24 07:38:22.000000+00:00\"], \"session_ids\": [\"26b0b645-4c02-4d5e-949d-dbc762e61885\", \"288a0ba4-8236-4335-bfc7-90683bddd6a9\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.034}, \"95740\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-01 18:46:06.000000+00:00\", \"2021-11-19 14:06:01.000000+00:00\"], \"session_ids\": [\"9b4ee16c-0da9-4504-8f30-816bfe808779\", \"5e1ff418-fbcd-4659-9f8d-89b40ccf3433\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.373}, \"89630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-12-22 23:46:16.000000+00:00\", \"2023-02-10 03:32:08.000000+00:00\", \"2019-01-21 11:13:31.000000+00:00\"], \"session_ids\": [\"97c04bb8-2d1f-4b09-82e2-9831ec8ad054\", \"388732f6-231c-4c01-870d-aad1547a1587\", \"a4a37aa3-5978-4d94-9fe7-d7f5626810ba\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 0.566}, \"81211\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-17 04:01:27.000000+00:00\", \"2023-06-18 17:18:53.000000+00:00\"], \"session_ids\": [\"e3930357-927d-49b3-b611-608bcd208e05\", \"a6a3d7cb-d585-441c-a6f3-2e76ca55bd6a\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.92}, \"58871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-02 23:57:47.000000+00:00\", \"2021-07-24 20:26:36.000000+00:00\"], \"session_ids\": [\"3fc8af6b-319b-413d-a1ef-02ebe290b474\", \"1301a650-b8f4-487a-8ac3-f76a714ec77c\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 40.667}, \"77130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-13 02:22:28.000000+00:00\", \"2019-07-11 12:47:47.000000+00:00\"], \"session_ids\": [\"9ca078f0-f4d9-4763-b738-d7559a2db3de\", \"a75364ca-ab81-4a06-bbc4-7386fb0d0f01\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 3.386}, \"57975\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-05 15:36:47.000000+00:00\", \"2021-09-08 02:12:05.000000+00:00\", \"2023-02-19 11:06:06.000000+00:00\"], \"session_ids\": [\"b673302c-6827-44a6-8276-4d6d66d14bfe\", \"5774fb36-8c55-4d6c-a83e-6fa95f763f53\", \"033441aa-48c3-4283-bfed-9961a1e5bff7\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.664}, \"98270\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-10 01:06:08.000000+00:00\", \"2021-02-12 22:41:28.000000+00:00\"], \"session_ids\": [\"df1855f1-6816-471a-84de-17d6578ba134\", \"2ee94add-9ab6-41c1-95a7-ef69e0d4c848\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 8.93}, \"47917\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-17 12:17:29.000000+00:00\", \"2021-08-29 14:20:17.000000+00:00\", \"2022-04-21 08:02:31.000000+00:00\", \"2020-09-08 08:27:24.000000+00:00\"], \"session_ids\": [\"ebb7c933-18d9-4f06-b1f8-ac0274d78414\", \"7d1469b3-2082-45a2-94ae-29824ca3063a\", \"1a8c0b0a-5f94-4832-962c-aa9c4672d80f\", \"afa121c4-de0e-4f60-9866-6c83208a550e\"], \"total_duration\": 1013.0, \"total_sessions\": 4, \"mean_week_duration\": 8.236}, \"62987\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-16 00:18:32.000000+00:00\", \"2022-09-01 07:48:27.000000+00:00\", \"2022-02-23 22:26:00.000000+00:00\"], \"session_ids\": [\"df6b961e-9ace-4b7e-ab7c-02af53e6eec2\", \"5742c5d6-d322-4cd0-a9b2-ee993afdab6e\", \"9009c09f-f8a7-4e68-bd30-0ed55443832b\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 3.034}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Kingston, Buenos Aires"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Kingston\", \"Buenos Aires\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-15 07:57:15.000000+00:00\", \"2022-06-24 07:38:22.000000+00:00\"], \"session_ids\": [\"26b0b645-4c02-4d5e-949d-dbc762e61885\", \"288a0ba4-8236-4335-bfc7-90683bddd6a9\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.034}, \"95740\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-01 18:46:06.000000+00:00\", \"2021-11-19 14:06:01.000000+00:00\"], \"session_ids\": [\"9b4ee16c-0da9-4504-8f30-816bfe808779\", \"5e1ff418-fbcd-4659-9f8d-89b40ccf3433\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.373}, \"89630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-12-22 23:46:16.000000+00:00\", \"2023-02-10 03:32:08.000000+00:00\", \"2019-01-21 11:13:31.000000+00:00\"], \"session_ids\": [\"97c04bb8-2d1f-4b09-82e2-9831ec8ad054\", \"388732f6-231c-4c01-870d-aad1547a1587\", \"a4a37aa3-5978-4d94-9fe7-d7f5626810ba\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 0.566}, \"81211\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-17 04:01:27.000000+00:00\", \"2023-06-18 17:18:53.000000+00:00\"], \"session_ids\": [\"e3930357-927d-49b3-b611-608bcd208e05\", \"a6a3d7cb-d585-441c-a6f3-2e76ca55bd6a\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.92}, \"77130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-13 02:22:28.000000+00:00\", \"2019-07-11 12:47:47.000000+00:00\"], \"session_ids\": [\"9ca078f0-f4d9-4763-b738-d7559a2db3de\", \"a75364ca-ab81-4a06-bbc4-7386fb0d0f01\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 3.386}, \"57975\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-05 15:36:47.000000+00:00\", \"2021-09-08 02:12:05.000000+00:00\", \"2023-02-19 11:06:06.000000+00:00\"], \"session_ids\": [\"b673302c-6827-44a6-8276-4d6d66d14bfe\", \"5774fb36-8c55-4d6c-a83e-6fa95f763f53\", \"033441aa-48c3-4283-bfed-9961a1e5bff7\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.664}, \"98270\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-10 01:06:08.000000+00:00\", \"2021-02-12 22:41:28.000000+00:00\"], \"session_ids\": [\"df1855f1-6816-471a-84de-17d6578ba134\", \"2ee94add-9ab6-41c1-95a7-ef69e0d4c848\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 8.93}, \"47917\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-17 12:17:29.000000+00:00\", \"2021-08-29 14:20:17.000000+00:00\", \"2022-04-21 08:02:31.000000+00:00\", \"2020-09-08 08:27:24.000000+00:00\"], \"session_ids\": [\"ebb7c933-18d9-4f06-b1f8-ac0274d78414\", \"7d1469b3-2082-45a2-94ae-29824ca3063a\", \"1a8c0b0a-5f94-4832-962c-aa9c4672d80f\", \"afa121c4-de0e-4f60-9866-6c83208a550e\"], \"total_duration\": 1013.0, \"total_sessions\": 4, \"mean_week_duration\": 8.236}, \"62987\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-16 00:18:32.000000+00:00\", \"2022-09-01 07:48:27.000000+00:00\", \"2022-02-23 22:26:00.000000+00:00\"], \"session_ids\": [\"df6b961e-9ace-4b7e-ab7c-02af53e6eec2\", \"5742c5d6-d322-4cd0-a9b2-ee993afdab6e\", \"9009c09f-f8a7-4e68-bd30-0ed55443832b\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 3.034}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"89630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-12-22 23:46:16.000000+00:00\", \"2023-02-10 03:32:08.000000+00:00\", \"2019-01-21 11:13:31.000000+00:00\"], \"session_ids\": [\"97c04bb8-2d1f-4b09-82e2-9831ec8ad054\", \"388732f6-231c-4c01-870d-aad1547a1587\", \"a4a37aa3-5978-4d94-9fe7-d7f5626810ba\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 0.566}}, {\"57975\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-05 15:36:47.000000+00:00\", \"2021-09-08 02:12:05.000000+00:00\", \"2023-02-19 11:06:06.000000+00:00\"], \"session_ids\": [\"b673302c-6827-44a6-8276-4d6d66d14bfe\", \"5774fb36-8c55-4d6c-a83e-6fa95f763f53\", \"033441aa-48c3-4283-bfed-9961a1e5bff7\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.664}}, {\"81211\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-17 04:01:27.000000+00:00\", \"2023-06-18 17:18:53.000000+00:00\"], \"session_ids\": [\"e3930357-927d-49b3-b611-608bcd208e05\", \"a6a3d7cb-d585-441c-a6f3-2e76ca55bd6a\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.92}}, {\"15871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-15 07:57:15.000000+00:00\", \"2022-06-24 07:38:22.000000+00:00\"], \"session_ids\": [\"26b0b645-4c02-4d5e-949d-dbc762e61885\", \"288a0ba4-8236-4335-bfc7-90683bddd6a9\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.034}}, {\"95740\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-01 18:46:06.000000+00:00\", \"2021-11-19 14:06:01.000000+00:00\"], \"session_ids\": [\"9b4ee16c-0da9-4504-8f30-816bfe808779\", \"5e1ff418-fbcd-4659-9f8d-89b40ccf3433\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.373}}, {\"62987\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-16 00:18:32.000000+00:00\", \"2022-09-01 07:48:27.000000+00:00\", \"2022-02-23 22:26:00.000000+00:00\"], \"session_ids\": [\"df6b961e-9ace-4b7e-ab7c-02af53e6eec2\", \"5742c5d6-d322-4cd0-a9b2-ee993afdab6e\", \"9009c09f-f8a7-4e68-bd30-0ed55443832b\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 3.034}}, {\"77130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-13 02:22:28.000000+00:00\", \"2019-07-11 12:47:47.000000+00:00\"], \"session_ids\": [\"9ca078f0-f4d9-4763-b738-d7559a2db3de\", \"a75364ca-ab81-4a06-bbc4-7386fb0d0f01\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 3.386}}, {\"47917\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-17 12:17:29.000000+00:00\", \"2021-08-29 14:20:17.000000+00:00\", \"2022-04-21 08:02:31.000000+00:00\", \"2020-09-08 08:27:24.000000+00:00\"], \"session_ids\": [\"ebb7c933-18d9-4f06-b1f8-ac0274d78414\", \"7d1469b3-2082-45a2-94ae-29824ca3063a\", \"1a8c0b0a-5f94-4832-962c-aa9c4672d80f\", \"afa121c4-de0e-4f60-9866-6c83208a550e\"], \"total_duration\": 1013.0, \"total_sessions\": 4, \"mean_week_duration\": 8.236}}, {\"98270\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-10 01:06:08.000000+00:00\", \"2021-02-12 22:41:28.000000+00:00\"], \"session_ids\": [\"df1855f1-6816-471a-84de-17d6578ba134\", \"2ee94add-9ab6-41c1-95a7-ef69e0d4c848\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 8.93}}]\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[{\"89630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-12-22 23:46:16.000000+00:00\", \"2023-02-10 03:32:08.000000+00:00\", \"2019-01-21 11:13:31.000000+00:00\"], \"session_ids\": [\"97c04bb8-2d1f-4b09-82e2-9831ec8ad054\", \"388732f6-231c-4c01-870d-aad1547a1587\", \"a4a37aa3-5978-4d94-9fe7-d7f5626810ba\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 0.566}}]\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[{\"89630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-12-22 23:46:16.000000+00:00\", \"2023-02-10 03:32:08.000000+00:00\", \"2019-01-21 11:13:31.000000+00:00\"], \"session_ids\": [\"97c04bb8-2d1f-4b09-82e2-9831ec8ad054\", \"388732f6-231c-4c01-870d-aad1547a1587\", \"a4a37aa3-5978-4d94-9fe7-d7f5626810ba\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 0.566}}]\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 5 users who have site usage time strictly greater than 2823 and strictly less than 704 and do sorting by time in app per week in asc 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{\"51968\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-06-24 15:25:53.000000+00:00\", \"2019-12-31 11:16:56.000000+00:00\", \"2019-12-13 08:24:03.000000+00:00\", \"2020-12-28 01:24:59.000000+00:00\", \"2020-11-22 00:12:51.000000+00:00\", \"2020-02-03 14:07:38.000000+00:00\"], \"session_ids\": [\"a2518909-095c-48e4-bca9-06924a9f9db2\", \"af6f0dc7-61b0-4413-b31c-8b4aee61000f\", \"c5fed008-50c1-4fde-adb6-03b4df65da19\", \"b9978e2a-af87-4931-8eeb-a7439c702804\", \"6d010088-1829-4a16-9956-d8f6dec3558e\", \"caec0f5b-3231-4ab1-9f45-9924d5a82e74\"], \"total_duration\": 1589.0, \"total_sessions\": 6, \"mean_week_duration\": 12.038}, \"84054\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-12 18:13:21.000000+00:00\", \"2020-11-25 03:29:06.000000+00:00\", \"2021-08-26 16:45:05.000000+00:00\"], \"session_ids\": [\"10439434-bfb2-4457-9c69-1ee1344fa2a8\", \"c52b17a2-d8d4-49f9-9930-eed52cb54d4b\", \"073171e2-770c-4806-8cc2-9ab68bc5a5c4\"], \"total_duration\": 621.0, \"total_sessions\": 3, \"mean_week_duration\": 9.132}, \"61829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-01 20:08:21.000000+00:00\", \"2022-04-18 01:19:55.000000+00:00\"], \"session_ids\": [\"e8d16a83-fe6f-4db8-a4fe-30b772b14533\", \"8d20fc52-433d-4763-9619-23cd383395d5\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}, \"41401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-05 08:09:29.000000+00:00\", \"2021-03-07 00:59:52.000000+00:00\"], \"session_ids\": [\"72d00cae-e202-44b7-a42f-c8c15e461e3d\", \"8289d37b-a6ff-433c-b2d3-f3c199f924bd\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 1.205}, \"95703\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-27 17:38:07.000000+00:00\", \"2020-05-04 15:23:01.000000+00:00\", \"2023-06-22 01:59:50.000000+00:00\", \"2020-06-20 12:35:36.000000+00:00\"], \"session_ids\": [\"eac8c6f0-9ea3-4b7f-87fd-31cd192076d5\", \"10a3885d-7081-47a2-9082-ecf1253c601c\", \"fb55fcae-6d0c-456a-b4a0-fcd0c3284759\", \"633bd7e7-f41a-4c21-97ae-8e989a4b5107\"], \"total_duration\": 331.0, \"total_sessions\": 4, \"mean_week_duration\": 2.018}, \"36870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-11-23 03:35:51.000000+00:00\", \"2020-06-12 18:22:19.000000+00:00\", \"2019-01-08 21:51:07.000000+00:00\", \"2022-06-17 09:22:57.000000+00:00\"], \"session_ids\": [\"dd71879c-f24f-4274-95e2-318c7c20f177\", \"f5897eeb-9cac-4ad3-8ff4-2e847997f840\", \"17c7d93d-64bc-4a72-82eb-81bc8f4f17eb\", \"038af709-4ad8-449c-8c36-f9668ee261d1\"], \"total_duration\": 149.0, \"total_sessions\": 4, \"mean_week_duration\": 0.828}, \"5724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-01-28 15:01:54.000000+00:00\", \"2023-05-15 06:33:18.000000+00:00\", \"2019-03-14 04:35:46.000000+00:00\"], \"session_ids\": [\"ba3b2485-c795-4cc3-8425-071a3e3c80c9\", \"eeed54cd-ed0a-4b8a-9d3b-76a05777874a\", \"cd903cbf-7e3e-400b-83bf-b868cd7417bf\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.344}, \"93878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-16 00:56:12.000000+00:00\", \"2021-05-25 02:53:30.000000+00:00\"], \"session_ids\": [\"344bea30-1d89-4669-b99f-bd9fb8af0cce\", \"c6720004-e36c-4dd6-a20b-c8480f637788\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 13.071}, \"84309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-07 03:23:31.000000+00:00\", \"2021-12-26 13:30:51.000000+00:00\"], \"session_ids\": [\"e4dee19a-3705-4ca0-931d-87a025369d25\", \"9958c7d5-4739-4246-b3d0-78d4d81022c3\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}, \"78253\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-14 06:55:58.000000+00:00\", \"2022-01-28 13:55:31.000000+00:00\"], \"session_ids\": [\"e9f681a7-6d5b-43ed-bfc1-2c841ec32ca3\", \"ede9468e-fefa-4ed9-bfdd-99de19873127\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.245}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 704 and are greater than 2823"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[704, 2823]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84054\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-12 18:13:21.000000+00:00\", \"2020-11-25 03:29:06.000000+00:00\", \"2021-08-26 16:45:05.000000+00:00\"], \"session_ids\": [\"10439434-bfb2-4457-9c69-1ee1344fa2a8\", \"c52b17a2-d8d4-49f9-9930-eed52cb54d4b\", \"073171e2-770c-4806-8cc2-9ab68bc5a5c4\"], \"total_duration\": 621.0, \"total_sessions\": 3, \"mean_week_duration\": 9.132}, \"61829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-01 20:08:21.000000+00:00\", \"2022-04-18 01:19:55.000000+00:00\"], \"session_ids\": [\"e8d16a83-fe6f-4db8-a4fe-30b772b14533\", \"8d20fc52-433d-4763-9619-23cd383395d5\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}, \"41401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-05 08:09:29.000000+00:00\", \"2021-03-07 00:59:52.000000+00:00\"], \"session_ids\": [\"72d00cae-e202-44b7-a42f-c8c15e461e3d\", \"8289d37b-a6ff-433c-b2d3-f3c199f924bd\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 1.205}, \"95703\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-27 17:38:07.000000+00:00\", \"2020-05-04 15:23:01.000000+00:00\", \"2023-06-22 01:59:50.000000+00:00\", \"2020-06-20 12:35:36.000000+00:00\"], \"session_ids\": [\"eac8c6f0-9ea3-4b7f-87fd-31cd192076d5\", \"10a3885d-7081-47a2-9082-ecf1253c601c\", \"fb55fcae-6d0c-456a-b4a0-fcd0c3284759\", \"633bd7e7-f41a-4c21-97ae-8e989a4b5107\"], \"total_duration\": 331.0, \"total_sessions\": 4, \"mean_week_duration\": 2.018}, \"36870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-11-23 03:35:51.000000+00:00\", \"2020-06-12 18:22:19.000000+00:00\", \"2019-01-08 21:51:07.000000+00:00\", \"2022-06-17 09:22:57.000000+00:00\"], \"session_ids\": [\"dd71879c-f24f-4274-95e2-318c7c20f177\", \"f5897eeb-9cac-4ad3-8ff4-2e847997f840\", \"17c7d93d-64bc-4a72-82eb-81bc8f4f17eb\", \"038af709-4ad8-449c-8c36-f9668ee261d1\"], \"total_duration\": 149.0, \"total_sessions\": 4, \"mean_week_duration\": 0.828}, \"5724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-01-28 15:01:54.000000+00:00\", \"2023-05-15 06:33:18.000000+00:00\", \"2019-03-14 04:35:46.000000+00:00\"], \"session_ids\": [\"ba3b2485-c795-4cc3-8425-071a3e3c80c9\", \"eeed54cd-ed0a-4b8a-9d3b-76a05777874a\", \"cd903cbf-7e3e-400b-83bf-b868cd7417bf\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.344}, \"93878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-16 00:56:12.000000+00:00\", \"2021-05-25 02:53:30.000000+00:00\"], \"session_ids\": [\"344bea30-1d89-4669-b99f-bd9fb8af0cce\", \"c6720004-e36c-4dd6-a20b-c8480f637788\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 13.071}, \"84309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-07 03:23:31.000000+00:00\", \"2021-12-26 13:30:51.000000+00:00\"], \"session_ids\": [\"e4dee19a-3705-4ca0-931d-87a025369d25\", \"9958c7d5-4739-4246-b3d0-78d4d81022c3\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}, \"78253\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-14 06:55:58.000000+00:00\", \"2022-01-28 13:55:31.000000+00:00\"], \"session_ids\": [\"e9f681a7-6d5b-43ed-bfc1-2c841ec32ca3\", \"ede9468e-fefa-4ed9-bfdd-99de19873127\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.245}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78253\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-14 06:55:58.000000+00:00\", \"2022-01-28 13:55:31.000000+00:00\"], \"session_ids\": [\"e9f681a7-6d5b-43ed-bfc1-2c841ec32ca3\", \"ede9468e-fefa-4ed9-bfdd-99de19873127\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.245}}, {\"5724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-01-28 15:01:54.000000+00:00\", \"2023-05-15 06:33:18.000000+00:00\", \"2019-03-14 04:35:46.000000+00:00\"], \"session_ids\": [\"ba3b2485-c795-4cc3-8425-071a3e3c80c9\", \"eeed54cd-ed0a-4b8a-9d3b-76a05777874a\", \"cd903cbf-7e3e-400b-83bf-b868cd7417bf\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.344}}, {\"61829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-01 20:08:21.000000+00:00\", \"2022-04-18 01:19:55.000000+00:00\"], \"session_ids\": [\"e8d16a83-fe6f-4db8-a4fe-30b772b14533\", \"8d20fc52-433d-4763-9619-23cd383395d5\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}}, {\"36870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-11-23 03:35:51.000000+00:00\", \"2020-06-12 18:22:19.000000+00:00\", \"2019-01-08 21:51:07.000000+00:00\", \"2022-06-17 09:22:57.000000+00:00\"], \"session_ids\": [\"dd71879c-f24f-4274-95e2-318c7c20f177\", \"f5897eeb-9cac-4ad3-8ff4-2e847997f840\", \"17c7d93d-64bc-4a72-82eb-81bc8f4f17eb\", \"038af709-4ad8-449c-8c36-f9668ee261d1\"], \"total_duration\": 149.0, \"total_sessions\": 4, \"mean_week_duration\": 0.828}}, {\"41401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-05 08:09:29.000000+00:00\", \"2021-03-07 00:59:52.000000+00:00\"], \"session_ids\": [\"72d00cae-e202-44b7-a42f-c8c15e461e3d\", \"8289d37b-a6ff-433c-b2d3-f3c199f924bd\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 1.205}}, {\"95703\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-27 17:38:07.000000+00:00\", \"2020-05-04 15:23:01.000000+00:00\", \"2023-06-22 01:59:50.000000+00:00\", \"2020-06-20 12:35:36.000000+00:00\"], \"session_ids\": [\"eac8c6f0-9ea3-4b7f-87fd-31cd192076d5\", \"10a3885d-7081-47a2-9082-ecf1253c601c\", \"fb55fcae-6d0c-456a-b4a0-fcd0c3284759\", \"633bd7e7-f41a-4c21-97ae-8e989a4b5107\"], \"total_duration\": 331.0, \"total_sessions\": 4, \"mean_week_duration\": 2.018}}, {\"84309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-07 03:23:31.000000+00:00\", \"2021-12-26 13:30:51.000000+00:00\"], \"session_ids\": [\"e4dee19a-3705-4ca0-931d-87a025369d25\", \"9958c7d5-4739-4246-b3d0-78d4d81022c3\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}}, {\"84054\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-12 18:13:21.000000+00:00\", \"2020-11-25 03:29:06.000000+00:00\", \"2021-08-26 16:45:05.000000+00:00\"], \"session_ids\": [\"10439434-bfb2-4457-9c69-1ee1344fa2a8\", \"c52b17a2-d8d4-49f9-9930-eed52cb54d4b\", \"073171e2-770c-4806-8cc2-9ab68bc5a5c4\"], \"total_duration\": 621.0, \"total_sessions\": 3, \"mean_week_duration\": 9.132}}, {\"93878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-16 00:56:12.000000+00:00\", \"2021-05-25 02:53:30.000000+00:00\"], \"session_ids\": [\"344bea30-1d89-4669-b99f-bd9fb8af0cce\", \"c6720004-e36c-4dd6-a20b-c8480f637788\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 13.071}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78253\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-14 06:55:58.000000+00:00\", \"2022-01-28 13:55:31.000000+00:00\"], \"session_ids\": [\"e9f681a7-6d5b-43ed-bfc1-2c841ec32ca3\", \"ede9468e-fefa-4ed9-bfdd-99de19873127\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.245}}, {\"5724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-01-28 15:01:54.000000+00:00\", \"2023-05-15 06:33:18.000000+00:00\", \"2019-03-14 04:35:46.000000+00:00\"], \"session_ids\": [\"ba3b2485-c795-4cc3-8425-071a3e3c80c9\", \"eeed54cd-ed0a-4b8a-9d3b-76a05777874a\", \"cd903cbf-7e3e-400b-83bf-b868cd7417bf\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.344}}, {\"61829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-01 20:08:21.000000+00:00\", \"2022-04-18 01:19:55.000000+00:00\"], \"session_ids\": [\"e8d16a83-fe6f-4db8-a4fe-30b772b14533\", \"8d20fc52-433d-4763-9619-23cd383395d5\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}}, {\"36870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-11-23 03:35:51.000000+00:00\", \"2020-06-12 18:22:19.000000+00:00\", \"2019-01-08 21:51:07.000000+00:00\", \"2022-06-17 09:22:57.000000+00:00\"], \"session_ids\": [\"dd71879c-f24f-4274-95e2-318c7c20f177\", \"f5897eeb-9cac-4ad3-8ff4-2e847997f840\", \"17c7d93d-64bc-4a72-82eb-81bc8f4f17eb\", \"038af709-4ad8-449c-8c36-f9668ee261d1\"], \"total_duration\": 149.0, \"total_sessions\": 4, \"mean_week_duration\": 0.828}}, {\"41401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-05 08:09:29.000000+00:00\", \"2021-03-07 00:59:52.000000+00:00\"], \"session_ids\": [\"72d00cae-e202-44b7-a42f-c8c15e461e3d\", \"8289d37b-a6ff-433c-b2d3-f3c199f924bd\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 1.205}}]\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[{\"78253\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-14 06:55:58.000000+00:00\", \"2022-01-28 13:55:31.000000+00:00\"], \"session_ids\": [\"e9f681a7-6d5b-43ed-bfc1-2c841ec32ca3\", \"ede9468e-fefa-4ed9-bfdd-99de19873127\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.245}}, {\"5724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-01-28 15:01:54.000000+00:00\", \"2023-05-15 06:33:18.000000+00:00\", \"2019-03-14 04:35:46.000000+00:00\"], \"session_ids\": [\"ba3b2485-c795-4cc3-8425-071a3e3c80c9\", \"eeed54cd-ed0a-4b8a-9d3b-76a05777874a\", \"cd903cbf-7e3e-400b-83bf-b868cd7417bf\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.344}}, {\"61829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-01 20:08:21.000000+00:00\", \"2022-04-18 01:19:55.000000+00:00\"], \"session_ids\": [\"e8d16a83-fe6f-4db8-a4fe-30b772b14533\", \"8d20fc52-433d-4763-9619-23cd383395d5\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}}, {\"36870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-11-23 03:35:51.000000+00:00\", \"2020-06-12 18:22:19.000000+00:00\", \"2019-01-08 21:51:07.000000+00:00\", \"2022-06-17 09:22:57.000000+00:00\"], \"session_ids\": [\"dd71879c-f24f-4274-95e2-318c7c20f177\", \"f5897eeb-9cac-4ad3-8ff4-2e847997f840\", \"17c7d93d-64bc-4a72-82eb-81bc8f4f17eb\", \"038af709-4ad8-449c-8c36-f9668ee261d1\"], \"total_duration\": 149.0, \"total_sessions\": 4, \"mean_week_duration\": 0.828}}, {\"41401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-05 08:09:29.000000+00:00\", \"2021-03-07 00:59:52.000000+00:00\"], \"session_ids\": [\"72d00cae-e202-44b7-a42f-c8c15e461e3d\", \"8289d37b-a6ff-433c-b2d3-f3c199f924bd\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 1.205}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 8 users who aren't residents of cities Rio de Janeiro, Mexico City, Kingston, Warsaw, London, New Delhi + do sorting by total time using the app form the highest value to the lowest 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{\"34336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-17 22:12:27.000000+00:00\", \"2020-10-07 03:42:37.000000+00:00\"], \"session_ids\": [\"177e6c33-4c05-47e7-bd56-dc11fa7a24e4\", \"a8fe2469-a0fc-439b-8698-32dfe54263f3\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 1.278}, \"81309\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-08 09:59:30.000000+00:00\", \"2023-06-14 03:48:46.000000+00:00\", \"2019-12-01 05:23:09.000000+00:00\", \"2021-01-21 10:24:08.000000+00:00\", \"2022-01-17 18:07:51.000000+00:00\"], \"session_ids\": [\"fcfb25b2-ee98-47be-910c-d493c3f56944\", \"a48abffb-d6e8-462a-b24e-63795f23316b\", \"675e8b56-5157-43e0-bdc2-9a8b1b1773e8\", \"d59953c9-983f-47e1-b947-fc36ec612e63\", \"c588e1de-8b61-46d5-9abc-a3a01e2d688e\"], \"total_duration\": 122.0, \"total_sessions\": 5, \"mean_week_duration\": 0.659}, \"13659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-11-27 08:12:01.000000+00:00\", \"2021-09-13 02:17:31.000000+00:00\", \"2021-02-01 19:54:31.000000+00:00\", \"2022-02-09 08:10:45.000000+00:00\", \"2023-02-27 17:11:41.000000+00:00\", \"2021-07-04 19:20:17.000000+00:00\", \"2020-07-30 13:29:42.000000+00:00\"], \"session_ids\": [\"1ea395d8-d98b-4aa0-a371-d6d70fe1207d\", \"40717ff0-52d7-4418-a323-463423720051\", \"a45224e1-ca90-466a-8bf3-b98cf4a997be\", \"76f61950-adb8-4056-8a40-8af51870f97e\", \"f40a1b71-e2b3-4a83-954b-cd6ae5a14afc\", \"a03fc5e2-7cb0-4e5b-96c9-06851fc48f62\", \"8de6a573-a1bd-4aa8-9634-088ca9e6b8a0\"], \"total_duration\": 689.0, \"total_sessions\": 7, \"mean_week_duration\": 5.104}, \"30587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-16 21:03:47.000000+00:00\", \"2019-05-13 17:08:20.000000+00:00\", \"2022-12-02 04:39:07.000000+00:00\", \"2023-01-02 23:33:16.000000+00:00\", \"2022-09-11 13:33:56.000000+00:00\", \"2019-03-03 23:48:09.000000+00:00\", \"2020-04-24 03:33:59.000000+00:00\", \"2019-04-18 09:01:11.000000+00:00\", \"2020-04-12 08:48:24.000000+00:00\", \"2021-05-19 00:19:30.000000+00:00\"], \"session_ids\": [\"92d7b7b1-64f0-4cc0-b00c-823305d77e74\", \"ceaaea1d-a985-47e0-af2b-beaff2ce1664\", \"6d776952-1d7b-43a1-bd0d-6acbc4af497d\", \"63045df7-9b4d-4f7c-9921-160707df3e2f\", \"0cb815a0-77ab-44e8-8027-726538e80b7c\", \"7f53d69a-7e75-4a73-a4f9-63bb75b3157c\", \"9722c702-a3c6-4137-b9a8-4c3895e44a9d\", \"64b9dd0e-3ddd-4e14-baf2-2bbad0d736fb\", \"dcdc1b96-eeca-41c9-861a-e75002ead392\", \"468fa30a-20e8-498a-a7f6-741633ef21ef\"], \"total_duration\": 252.0, \"total_sessions\": 10, \"mean_week_duration\": 1.26}, \"77653\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-08 22:42:08.000000+00:00\", \"2020-10-22 06:47:29.000000+00:00\"], \"session_ids\": [\"bff7cdf1-6c27-4e4e-9112-d01de15c1eb4\", \"819f6ea5-ca8b-4d12-aa73-7b513cbac43d\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}, \"76975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-20 20:54:40.000000+00:00\", \"2022-05-11 18:48:20.000000+00:00\"], \"session_ids\": [\"ee4a5022-72cb-4af8-a57d-1753fad33b6c\", \"3f5ecac7-8835-489d-9c10-fce55e486acb\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 7.204}, \"47191\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-08 00:30:48.000000+00:00\", \"2020-01-22 13:13:08.000000+00:00\", \"2020-05-26 17:49:21.000000+00:00\", \"2019-01-24 05:35:08.000000+00:00\"], \"session_ids\": [\"edd70a71-6dde-4e99-9936-fa51fa746afc\", \"ae0c768c-cb02-4f9b-ad9c-254e0c8228d6\", \"ba829305-6bdf-4ff8-9f57-0f0ae33536da\", \"5d45ad08-1d31-407b-94fc-148f3d9d5004\"], \"total_duration\": 78.0, \"total_sessions\": 4, \"mean_week_duration\": 1.114}, \"28909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-22 15:26:37.000000+00:00\", \"2019-01-22 15:13:51.000000+00:00\", \"2019-01-31 03:13:57.000000+00:00\", \"2019-05-05 17:58:17.000000+00:00\", \"2020-09-05 04:51:10.000000+00:00\", \"2020-12-17 23:39:33.000000+00:00\", \"2019-05-10 16:59:31.000000+00:00\", \"2023-05-27 08:14:24.000000+00:00\"], \"session_ids\": [\"b3725f5b-2d1f-4de9-86ea-ed8faedef556\", \"06507721-32c3-4b5b-9d93-9a298bc1ed2b\", \"fed3a0fc-1bda-49aa-b567-a95118e9b9f5\", \"3ad9ddb2-7c5a-41f0-8c1f-57747ee0ba57\", \"82e079e1-178a-48e2-9840-da59ec8b2e44\", \"d67c731b-a44b-4e88-9727-e62979e89d26\", \"390c4a9c-f964-478d-9439-5065814d4756\", \"bffa31a9-2617-4b97-92d9-a02a4ee6b8ea\"], \"total_duration\": 1429.0, \"total_sessions\": 8, \"mean_week_duration\": 6.295}, \"88669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-14 12:49:16.000000+00:00\", \"2021-08-15 01:19:03.000000+00:00\"], \"session_ids\": [\"9c1b0354-cbca-44bd-8005-dc06855495d6\", \"db6b0aa8-ef1d-421e-b4a3-59c841ac33a2\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 5.409}, \"42197\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-31 17:07:53.000000+00:00\", \"2022-10-03 03:41:43.000000+00:00\", \"2023-04-26 04:43:42.000000+00:00\", \"2021-10-07 10:00:03.000000+00:00\", \"2021-06-15 01:34:24.000000+00:00\", \"2022-10-14 21:26:38.000000+00:00\", \"2021-02-03 13:59:30.000000+00:00\", \"2023-02-03 12:48:25.000000+00:00\"], \"session_ids\": [\"11639f84-b166-44fb-b3fa-aa5fe4a93fa8\", \"3c7a4695-46a3-46df-bfe1-e6c0683a6586\", \"b1517acc-5692-4adc-be33-080374a732a6\", \"566ac699-31f0-49fc-8e5d-809e9dcb02bb\", \"397d21fe-7ef4-457b-b6d9-07c67b1192ce\", \"356db1f1-4097-41c6-9f23-839b4625c538\", \"8f780b5f-d5d2-44cc-9123-de8b8e7b3d55\", \"1a347b7e-0bfa-491d-ab73-83df3a85c1a6\"], \"total_duration\": 4855.0, \"total_sessions\": 8, \"mean_week_duration\": 41.496}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Rio de Janeiro, Mexico City, Kingston, Warsaw, London, New Delhi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Rio de Janeiro\", \"Mexico City\", \"Kingston\", \"Warsaw\", \"London\", \"New Delhi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-17 22:12:27.000000+00:00\", \"2020-10-07 03:42:37.000000+00:00\"], \"session_ids\": [\"177e6c33-4c05-47e7-bd56-dc11fa7a24e4\", \"a8fe2469-a0fc-439b-8698-32dfe54263f3\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 1.278}, \"81309\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-08 09:59:30.000000+00:00\", \"2023-06-14 03:48:46.000000+00:00\", \"2019-12-01 05:23:09.000000+00:00\", \"2021-01-21 10:24:08.000000+00:00\", \"2022-01-17 18:07:51.000000+00:00\"], \"session_ids\": [\"fcfb25b2-ee98-47be-910c-d493c3f56944\", \"a48abffb-d6e8-462a-b24e-63795f23316b\", \"675e8b56-5157-43e0-bdc2-9a8b1b1773e8\", \"d59953c9-983f-47e1-b947-fc36ec612e63\", \"c588e1de-8b61-46d5-9abc-a3a01e2d688e\"], \"total_duration\": 122.0, \"total_sessions\": 5, \"mean_week_duration\": 0.659}, \"13659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-11-27 08:12:01.000000+00:00\", \"2021-09-13 02:17:31.000000+00:00\", \"2021-02-01 19:54:31.000000+00:00\", \"2022-02-09 08:10:45.000000+00:00\", \"2023-02-27 17:11:41.000000+00:00\", \"2021-07-04 19:20:17.000000+00:00\", \"2020-07-30 13:29:42.000000+00:00\"], \"session_ids\": [\"1ea395d8-d98b-4aa0-a371-d6d70fe1207d\", \"40717ff0-52d7-4418-a323-463423720051\", \"a45224e1-ca90-466a-8bf3-b98cf4a997be\", \"76f61950-adb8-4056-8a40-8af51870f97e\", \"f40a1b71-e2b3-4a83-954b-cd6ae5a14afc\", \"a03fc5e2-7cb0-4e5b-96c9-06851fc48f62\", \"8de6a573-a1bd-4aa8-9634-088ca9e6b8a0\"], \"total_duration\": 689.0, \"total_sessions\": 7, \"mean_week_duration\": 5.104}, \"30587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-16 21:03:47.000000+00:00\", \"2019-05-13 17:08:20.000000+00:00\", \"2022-12-02 04:39:07.000000+00:00\", \"2023-01-02 23:33:16.000000+00:00\", \"2022-09-11 13:33:56.000000+00:00\", \"2019-03-03 23:48:09.000000+00:00\", \"2020-04-24 03:33:59.000000+00:00\", \"2019-04-18 09:01:11.000000+00:00\", \"2020-04-12 08:48:24.000000+00:00\", \"2021-05-19 00:19:30.000000+00:00\"], \"session_ids\": [\"92d7b7b1-64f0-4cc0-b00c-823305d77e74\", \"ceaaea1d-a985-47e0-af2b-beaff2ce1664\", \"6d776952-1d7b-43a1-bd0d-6acbc4af497d\", \"63045df7-9b4d-4f7c-9921-160707df3e2f\", \"0cb815a0-77ab-44e8-8027-726538e80b7c\", \"7f53d69a-7e75-4a73-a4f9-63bb75b3157c\", \"9722c702-a3c6-4137-b9a8-4c3895e44a9d\", \"64b9dd0e-3ddd-4e14-baf2-2bbad0d736fb\", \"dcdc1b96-eeca-41c9-861a-e75002ead392\", \"468fa30a-20e8-498a-a7f6-741633ef21ef\"], \"total_duration\": 252.0, \"total_sessions\": 10, \"mean_week_duration\": 1.26}, \"77653\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-08 22:42:08.000000+00:00\", \"2020-10-22 06:47:29.000000+00:00\"], \"session_ids\": [\"bff7cdf1-6c27-4e4e-9112-d01de15c1eb4\", \"819f6ea5-ca8b-4d12-aa73-7b513cbac43d\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}, \"76975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-20 20:54:40.000000+00:00\", \"2022-05-11 18:48:20.000000+00:00\"], \"session_ids\": [\"ee4a5022-72cb-4af8-a57d-1753fad33b6c\", \"3f5ecac7-8835-489d-9c10-fce55e486acb\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 7.204}, \"47191\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-08 00:30:48.000000+00:00\", \"2020-01-22 13:13:08.000000+00:00\", \"2020-05-26 17:49:21.000000+00:00\", \"2019-01-24 05:35:08.000000+00:00\"], \"session_ids\": [\"edd70a71-6dde-4e99-9936-fa51fa746afc\", \"ae0c768c-cb02-4f9b-ad9c-254e0c8228d6\", \"ba829305-6bdf-4ff8-9f57-0f0ae33536da\", \"5d45ad08-1d31-407b-94fc-148f3d9d5004\"], \"total_duration\": 78.0, \"total_sessions\": 4, \"mean_week_duration\": 1.114}, \"28909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-22 15:26:37.000000+00:00\", \"2019-01-22 15:13:51.000000+00:00\", \"2019-01-31 03:13:57.000000+00:00\", \"2019-05-05 17:58:17.000000+00:00\", \"2020-09-05 04:51:10.000000+00:00\", \"2020-12-17 23:39:33.000000+00:00\", \"2019-05-10 16:59:31.000000+00:00\", \"2023-05-27 08:14:24.000000+00:00\"], \"session_ids\": [\"b3725f5b-2d1f-4de9-86ea-ed8faedef556\", \"06507721-32c3-4b5b-9d93-9a298bc1ed2b\", \"fed3a0fc-1bda-49aa-b567-a95118e9b9f5\", \"3ad9ddb2-7c5a-41f0-8c1f-57747ee0ba57\", \"82e079e1-178a-48e2-9840-da59ec8b2e44\", \"d67c731b-a44b-4e88-9727-e62979e89d26\", \"390c4a9c-f964-478d-9439-5065814d4756\", \"bffa31a9-2617-4b97-92d9-a02a4ee6b8ea\"], \"total_duration\": 1429.0, \"total_sessions\": 8, \"mean_week_duration\": 6.295}, \"88669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-14 12:49:16.000000+00:00\", \"2021-08-15 01:19:03.000000+00:00\"], \"session_ids\": [\"9c1b0354-cbca-44bd-8005-dc06855495d6\", \"db6b0aa8-ef1d-421e-b4a3-59c841ac33a2\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 5.409}, \"42197\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-31 17:07:53.000000+00:00\", \"2022-10-03 03:41:43.000000+00:00\", \"2023-04-26 04:43:42.000000+00:00\", \"2021-10-07 10:00:03.000000+00:00\", \"2021-06-15 01:34:24.000000+00:00\", \"2022-10-14 21:26:38.000000+00:00\", \"2021-02-03 13:59:30.000000+00:00\", \"2023-02-03 12:48:25.000000+00:00\"], \"session_ids\": [\"11639f84-b166-44fb-b3fa-aa5fe4a93fa8\", \"3c7a4695-46a3-46df-bfe1-e6c0683a6586\", \"b1517acc-5692-4adc-be33-080374a732a6\", \"566ac699-31f0-49fc-8e5d-809e9dcb02bb\", \"397d21fe-7ef4-457b-b6d9-07c67b1192ce\", \"356db1f1-4097-41c6-9f23-839b4625c538\", \"8f780b5f-d5d2-44cc-9123-de8b8e7b3d55\", \"1a347b7e-0bfa-491d-ab73-83df3a85c1a6\"], \"total_duration\": 4855.0, \"total_sessions\": 8, \"mean_week_duration\": 41.496}}\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[{\"42197\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-31 17:07:53.000000+00:00\", \"2022-10-03 03:41:43.000000+00:00\", \"2023-04-26 04:43:42.000000+00:00\", \"2021-10-07 10:00:03.000000+00:00\", \"2021-06-15 01:34:24.000000+00:00\", \"2022-10-14 21:26:38.000000+00:00\", \"2021-02-03 13:59:30.000000+00:00\", \"2023-02-03 12:48:25.000000+00:00\"], \"session_ids\": [\"11639f84-b166-44fb-b3fa-aa5fe4a93fa8\", \"3c7a4695-46a3-46df-bfe1-e6c0683a6586\", \"b1517acc-5692-4adc-be33-080374a732a6\", \"566ac699-31f0-49fc-8e5d-809e9dcb02bb\", \"397d21fe-7ef4-457b-b6d9-07c67b1192ce\", \"356db1f1-4097-41c6-9f23-839b4625c538\", \"8f780b5f-d5d2-44cc-9123-de8b8e7b3d55\", \"1a347b7e-0bfa-491d-ab73-83df3a85c1a6\"], \"total_duration\": 4855.0, \"total_sessions\": 8, \"mean_week_duration\": 41.496}}, {\"28909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-22 15:26:37.000000+00:00\", \"2019-01-22 15:13:51.000000+00:00\", \"2019-01-31 03:13:57.000000+00:00\", \"2019-05-05 17:58:17.000000+00:00\", \"2020-09-05 04:51:10.000000+00:00\", \"2020-12-17 23:39:33.000000+00:00\", \"2019-05-10 16:59:31.000000+00:00\", \"2023-05-27 08:14:24.000000+00:00\"], \"session_ids\": [\"b3725f5b-2d1f-4de9-86ea-ed8faedef556\", \"06507721-32c3-4b5b-9d93-9a298bc1ed2b\", \"fed3a0fc-1bda-49aa-b567-a95118e9b9f5\", \"3ad9ddb2-7c5a-41f0-8c1f-57747ee0ba57\", \"82e079e1-178a-48e2-9840-da59ec8b2e44\", \"d67c731b-a44b-4e88-9727-e62979e89d26\", \"390c4a9c-f964-478d-9439-5065814d4756\", \"bffa31a9-2617-4b97-92d9-a02a4ee6b8ea\"], \"total_duration\": 1429.0, \"total_sessions\": 8, \"mean_week_duration\": 6.295}}, {\"13659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-11-27 08:12:01.000000+00:00\", \"2021-09-13 02:17:31.000000+00:00\", \"2021-02-01 19:54:31.000000+00:00\", \"2022-02-09 08:10:45.000000+00:00\", \"2023-02-27 17:11:41.000000+00:00\", \"2021-07-04 19:20:17.000000+00:00\", \"2020-07-30 13:29:42.000000+00:00\"], \"session_ids\": [\"1ea395d8-d98b-4aa0-a371-d6d70fe1207d\", \"40717ff0-52d7-4418-a323-463423720051\", \"a45224e1-ca90-466a-8bf3-b98cf4a997be\", \"76f61950-adb8-4056-8a40-8af51870f97e\", \"f40a1b71-e2b3-4a83-954b-cd6ae5a14afc\", \"a03fc5e2-7cb0-4e5b-96c9-06851fc48f62\", \"8de6a573-a1bd-4aa8-9634-088ca9e6b8a0\"], \"total_duration\": 689.0, \"total_sessions\": 7, \"mean_week_duration\": 5.104}}, {\"76975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-20 20:54:40.000000+00:00\", \"2022-05-11 18:48:20.000000+00:00\"], \"session_ids\": [\"ee4a5022-72cb-4af8-a57d-1753fad33b6c\", \"3f5ecac7-8835-489d-9c10-fce55e486acb\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 7.204}}, {\"88669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-14 12:49:16.000000+00:00\", \"2021-08-15 01:19:03.000000+00:00\"], \"session_ids\": [\"9c1b0354-cbca-44bd-8005-dc06855495d6\", \"db6b0aa8-ef1d-421e-b4a3-59c841ac33a2\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 5.409}}, {\"30587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-16 21:03:47.000000+00:00\", \"2019-05-13 17:08:20.000000+00:00\", \"2022-12-02 04:39:07.000000+00:00\", \"2023-01-02 23:33:16.000000+00:00\", \"2022-09-11 13:33:56.000000+00:00\", \"2019-03-03 23:48:09.000000+00:00\", \"2020-04-24 03:33:59.000000+00:00\", \"2019-04-18 09:01:11.000000+00:00\", \"2020-04-12 08:48:24.000000+00:00\", \"2021-05-19 00:19:30.000000+00:00\"], \"session_ids\": [\"92d7b7b1-64f0-4cc0-b00c-823305d77e74\", \"ceaaea1d-a985-47e0-af2b-beaff2ce1664\", \"6d776952-1d7b-43a1-bd0d-6acbc4af497d\", \"63045df7-9b4d-4f7c-9921-160707df3e2f\", \"0cb815a0-77ab-44e8-8027-726538e80b7c\", \"7f53d69a-7e75-4a73-a4f9-63bb75b3157c\", \"9722c702-a3c6-4137-b9a8-4c3895e44a9d\", \"64b9dd0e-3ddd-4e14-baf2-2bbad0d736fb\", \"dcdc1b96-eeca-41c9-861a-e75002ead392\", \"468fa30a-20e8-498a-a7f6-741633ef21ef\"], \"total_duration\": 252.0, \"total_sessions\": 10, \"mean_week_duration\": 1.26}}, {\"81309\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-08 09:59:30.000000+00:00\", \"2023-06-14 03:48:46.000000+00:00\", \"2019-12-01 05:23:09.000000+00:00\", \"2021-01-21 10:24:08.000000+00:00\", \"2022-01-17 18:07:51.000000+00:00\"], \"session_ids\": [\"fcfb25b2-ee98-47be-910c-d493c3f56944\", \"a48abffb-d6e8-462a-b24e-63795f23316b\", \"675e8b56-5157-43e0-bdc2-9a8b1b1773e8\", \"d59953c9-983f-47e1-b947-fc36ec612e63\", \"c588e1de-8b61-46d5-9abc-a3a01e2d688e\"], \"total_duration\": 122.0, \"total_sessions\": 5, \"mean_week_duration\": 0.659}}, {\"34336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-17 22:12:27.000000+00:00\", \"2020-10-07 03:42:37.000000+00:00\"], \"session_ids\": [\"177e6c33-4c05-47e7-bd56-dc11fa7a24e4\", \"a8fe2469-a0fc-439b-8698-32dfe54263f3\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 1.278}}, {\"47191\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-08 00:30:48.000000+00:00\", \"2020-01-22 13:13:08.000000+00:00\", \"2020-05-26 17:49:21.000000+00:00\", \"2019-01-24 05:35:08.000000+00:00\"], \"session_ids\": [\"edd70a71-6dde-4e99-9936-fa51fa746afc\", \"ae0c768c-cb02-4f9b-ad9c-254e0c8228d6\", \"ba829305-6bdf-4ff8-9f57-0f0ae33536da\", \"5d45ad08-1d31-407b-94fc-148f3d9d5004\"], \"total_duration\": 78.0, \"total_sessions\": 4, \"mean_week_duration\": 1.114}}, {\"77653\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-08 22:42:08.000000+00:00\", \"2020-10-22 06:47:29.000000+00:00\"], \"session_ids\": [\"bff7cdf1-6c27-4e4e-9112-d01de15c1eb4\", \"819f6ea5-ca8b-4d12-aa73-7b513cbac43d\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42197\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-31 17:07:53.000000+00:00\", \"2022-10-03 03:41:43.000000+00:00\", \"2023-04-26 04:43:42.000000+00:00\", \"2021-10-07 10:00:03.000000+00:00\", \"2021-06-15 01:34:24.000000+00:00\", \"2022-10-14 21:26:38.000000+00:00\", \"2021-02-03 13:59:30.000000+00:00\", \"2023-02-03 12:48:25.000000+00:00\"], \"session_ids\": [\"11639f84-b166-44fb-b3fa-aa5fe4a93fa8\", \"3c7a4695-46a3-46df-bfe1-e6c0683a6586\", \"b1517acc-5692-4adc-be33-080374a732a6\", \"566ac699-31f0-49fc-8e5d-809e9dcb02bb\", \"397d21fe-7ef4-457b-b6d9-07c67b1192ce\", \"356db1f1-4097-41c6-9f23-839b4625c538\", \"8f780b5f-d5d2-44cc-9123-de8b8e7b3d55\", \"1a347b7e-0bfa-491d-ab73-83df3a85c1a6\"], \"total_duration\": 4855.0, \"total_sessions\": 8, \"mean_week_duration\": 41.496}}, {\"28909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-22 15:26:37.000000+00:00\", \"2019-01-22 15:13:51.000000+00:00\", \"2019-01-31 03:13:57.000000+00:00\", \"2019-05-05 17:58:17.000000+00:00\", \"2020-09-05 04:51:10.000000+00:00\", \"2020-12-17 23:39:33.000000+00:00\", \"2019-05-10 16:59:31.000000+00:00\", \"2023-05-27 08:14:24.000000+00:00\"], \"session_ids\": [\"b3725f5b-2d1f-4de9-86ea-ed8faedef556\", \"06507721-32c3-4b5b-9d93-9a298bc1ed2b\", \"fed3a0fc-1bda-49aa-b567-a95118e9b9f5\", \"3ad9ddb2-7c5a-41f0-8c1f-57747ee0ba57\", \"82e079e1-178a-48e2-9840-da59ec8b2e44\", \"d67c731b-a44b-4e88-9727-e62979e89d26\", \"390c4a9c-f964-478d-9439-5065814d4756\", \"bffa31a9-2617-4b97-92d9-a02a4ee6b8ea\"], \"total_duration\": 1429.0, \"total_sessions\": 8, \"mean_week_duration\": 6.295}}, {\"13659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-11-27 08:12:01.000000+00:00\", \"2021-09-13 02:17:31.000000+00:00\", \"2021-02-01 19:54:31.000000+00:00\", \"2022-02-09 08:10:45.000000+00:00\", \"2023-02-27 17:11:41.000000+00:00\", \"2021-07-04 19:20:17.000000+00:00\", \"2020-07-30 13:29:42.000000+00:00\"], \"session_ids\": [\"1ea395d8-d98b-4aa0-a371-d6d70fe1207d\", \"40717ff0-52d7-4418-a323-463423720051\", \"a45224e1-ca90-466a-8bf3-b98cf4a997be\", \"76f61950-adb8-4056-8a40-8af51870f97e\", \"f40a1b71-e2b3-4a83-954b-cd6ae5a14afc\", \"a03fc5e2-7cb0-4e5b-96c9-06851fc48f62\", \"8de6a573-a1bd-4aa8-9634-088ca9e6b8a0\"], \"total_duration\": 689.0, \"total_sessions\": 7, \"mean_week_duration\": 5.104}}, {\"76975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-20 20:54:40.000000+00:00\", \"2022-05-11 18:48:20.000000+00:00\"], \"session_ids\": [\"ee4a5022-72cb-4af8-a57d-1753fad33b6c\", \"3f5ecac7-8835-489d-9c10-fce55e486acb\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 7.204}}, {\"88669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-14 12:49:16.000000+00:00\", \"2021-08-15 01:19:03.000000+00:00\"], \"session_ids\": [\"9c1b0354-cbca-44bd-8005-dc06855495d6\", \"db6b0aa8-ef1d-421e-b4a3-59c841ac33a2\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 5.409}}, {\"30587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-16 21:03:47.000000+00:00\", \"2019-05-13 17:08:20.000000+00:00\", \"2022-12-02 04:39:07.000000+00:00\", \"2023-01-02 23:33:16.000000+00:00\", \"2022-09-11 13:33:56.000000+00:00\", \"2019-03-03 23:48:09.000000+00:00\", \"2020-04-24 03:33:59.000000+00:00\", \"2019-04-18 09:01:11.000000+00:00\", \"2020-04-12 08:48:24.000000+00:00\", \"2021-05-19 00:19:30.000000+00:00\"], \"session_ids\": [\"92d7b7b1-64f0-4cc0-b00c-823305d77e74\", \"ceaaea1d-a985-47e0-af2b-beaff2ce1664\", \"6d776952-1d7b-43a1-bd0d-6acbc4af497d\", \"63045df7-9b4d-4f7c-9921-160707df3e2f\", \"0cb815a0-77ab-44e8-8027-726538e80b7c\", \"7f53d69a-7e75-4a73-a4f9-63bb75b3157c\", \"9722c702-a3c6-4137-b9a8-4c3895e44a9d\", \"64b9dd0e-3ddd-4e14-baf2-2bbad0d736fb\", \"dcdc1b96-eeca-41c9-861a-e75002ead392\", \"468fa30a-20e8-498a-a7f6-741633ef21ef\"], \"total_duration\": 252.0, \"total_sessions\": 10, \"mean_week_duration\": 1.26}}, {\"81309\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-08 09:59:30.000000+00:00\", \"2023-06-14 03:48:46.000000+00:00\", \"2019-12-01 05:23:09.000000+00:00\", \"2021-01-21 10:24:08.000000+00:00\", \"2022-01-17 18:07:51.000000+00:00\"], \"session_ids\": [\"fcfb25b2-ee98-47be-910c-d493c3f56944\", \"a48abffb-d6e8-462a-b24e-63795f23316b\", \"675e8b56-5157-43e0-bdc2-9a8b1b1773e8\", \"d59953c9-983f-47e1-b947-fc36ec612e63\", \"c588e1de-8b61-46d5-9abc-a3a01e2d688e\"], \"total_duration\": 122.0, \"total_sessions\": 5, \"mean_week_duration\": 0.659}}, {\"34336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-17 22:12:27.000000+00:00\", \"2020-10-07 03:42:37.000000+00:00\"], \"session_ids\": [\"177e6c33-4c05-47e7-bd56-dc11fa7a24e4\", \"a8fe2469-a0fc-439b-8698-32dfe54263f3\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 1.278}}]\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[{\"42197\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-31 17:07:53.000000+00:00\", \"2022-10-03 03:41:43.000000+00:00\", \"2023-04-26 04:43:42.000000+00:00\", \"2021-10-07 10:00:03.000000+00:00\", \"2021-06-15 01:34:24.000000+00:00\", \"2022-10-14 21:26:38.000000+00:00\", \"2021-02-03 13:59:30.000000+00:00\", \"2023-02-03 12:48:25.000000+00:00\"], \"session_ids\": [\"11639f84-b166-44fb-b3fa-aa5fe4a93fa8\", \"3c7a4695-46a3-46df-bfe1-e6c0683a6586\", \"b1517acc-5692-4adc-be33-080374a732a6\", \"566ac699-31f0-49fc-8e5d-809e9dcb02bb\", \"397d21fe-7ef4-457b-b6d9-07c67b1192ce\", \"356db1f1-4097-41c6-9f23-839b4625c538\", \"8f780b5f-d5d2-44cc-9123-de8b8e7b3d55\", \"1a347b7e-0bfa-491d-ab73-83df3a85c1a6\"], \"total_duration\": 4855.0, \"total_sessions\": 8, \"mean_week_duration\": 41.496}}, {\"28909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-22 15:26:37.000000+00:00\", \"2019-01-22 15:13:51.000000+00:00\", \"2019-01-31 03:13:57.000000+00:00\", \"2019-05-05 17:58:17.000000+00:00\", \"2020-09-05 04:51:10.000000+00:00\", \"2020-12-17 23:39:33.000000+00:00\", \"2019-05-10 16:59:31.000000+00:00\", \"2023-05-27 08:14:24.000000+00:00\"], \"session_ids\": [\"b3725f5b-2d1f-4de9-86ea-ed8faedef556\", \"06507721-32c3-4b5b-9d93-9a298bc1ed2b\", \"fed3a0fc-1bda-49aa-b567-a95118e9b9f5\", \"3ad9ddb2-7c5a-41f0-8c1f-57747ee0ba57\", \"82e079e1-178a-48e2-9840-da59ec8b2e44\", \"d67c731b-a44b-4e88-9727-e62979e89d26\", \"390c4a9c-f964-478d-9439-5065814d4756\", \"bffa31a9-2617-4b97-92d9-a02a4ee6b8ea\"], \"total_duration\": 1429.0, \"total_sessions\": 8, \"mean_week_duration\": 6.295}}, {\"13659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-11-27 08:12:01.000000+00:00\", \"2021-09-13 02:17:31.000000+00:00\", \"2021-02-01 19:54:31.000000+00:00\", \"2022-02-09 08:10:45.000000+00:00\", \"2023-02-27 17:11:41.000000+00:00\", \"2021-07-04 19:20:17.000000+00:00\", \"2020-07-30 13:29:42.000000+00:00\"], \"session_ids\": [\"1ea395d8-d98b-4aa0-a371-d6d70fe1207d\", \"40717ff0-52d7-4418-a323-463423720051\", \"a45224e1-ca90-466a-8bf3-b98cf4a997be\", \"76f61950-adb8-4056-8a40-8af51870f97e\", \"f40a1b71-e2b3-4a83-954b-cd6ae5a14afc\", \"a03fc5e2-7cb0-4e5b-96c9-06851fc48f62\", \"8de6a573-a1bd-4aa8-9634-088ca9e6b8a0\"], \"total_duration\": 689.0, \"total_sessions\": 7, \"mean_week_duration\": 5.104}}, {\"76975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-20 20:54:40.000000+00:00\", \"2022-05-11 18:48:20.000000+00:00\"], \"session_ids\": [\"ee4a5022-72cb-4af8-a57d-1753fad33b6c\", \"3f5ecac7-8835-489d-9c10-fce55e486acb\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 7.204}}, {\"88669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-14 12:49:16.000000+00:00\", \"2021-08-15 01:19:03.000000+00:00\"], \"session_ids\": [\"9c1b0354-cbca-44bd-8005-dc06855495d6\", \"db6b0aa8-ef1d-421e-b4a3-59c841ac33a2\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 5.409}}, {\"30587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-16 21:03:47.000000+00:00\", \"2019-05-13 17:08:20.000000+00:00\", \"2022-12-02 04:39:07.000000+00:00\", \"2023-01-02 23:33:16.000000+00:00\", \"2022-09-11 13:33:56.000000+00:00\", \"2019-03-03 23:48:09.000000+00:00\", \"2020-04-24 03:33:59.000000+00:00\", \"2019-04-18 09:01:11.000000+00:00\", \"2020-04-12 08:48:24.000000+00:00\", \"2021-05-19 00:19:30.000000+00:00\"], \"session_ids\": [\"92d7b7b1-64f0-4cc0-b00c-823305d77e74\", \"ceaaea1d-a985-47e0-af2b-beaff2ce1664\", \"6d776952-1d7b-43a1-bd0d-6acbc4af497d\", \"63045df7-9b4d-4f7c-9921-160707df3e2f\", \"0cb815a0-77ab-44e8-8027-726538e80b7c\", \"7f53d69a-7e75-4a73-a4f9-63bb75b3157c\", \"9722c702-a3c6-4137-b9a8-4c3895e44a9d\", \"64b9dd0e-3ddd-4e14-baf2-2bbad0d736fb\", \"dcdc1b96-eeca-41c9-861a-e75002ead392\", \"468fa30a-20e8-498a-a7f6-741633ef21ef\"], \"total_duration\": 252.0, \"total_sessions\": 10, \"mean_week_duration\": 1.26}}, {\"81309\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-08 09:59:30.000000+00:00\", \"2023-06-14 03:48:46.000000+00:00\", \"2019-12-01 05:23:09.000000+00:00\", \"2021-01-21 10:24:08.000000+00:00\", \"2022-01-17 18:07:51.000000+00:00\"], \"session_ids\": [\"fcfb25b2-ee98-47be-910c-d493c3f56944\", \"a48abffb-d6e8-462a-b24e-63795f23316b\", \"675e8b56-5157-43e0-bdc2-9a8b1b1773e8\", \"d59953c9-983f-47e1-b947-fc36ec612e63\", \"c588e1de-8b61-46d5-9abc-a3a01e2d688e\"], \"total_duration\": 122.0, \"total_sessions\": 5, \"mean_week_duration\": 0.659}}, {\"34336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-17 22:12:27.000000+00:00\", \"2020-10-07 03:42:37.000000+00:00\"], \"session_ids\": [\"177e6c33-4c05-47e7-bd56-dc11fa7a24e4\", \"a8fe2469-a0fc-439b-8698-32dfe54263f3\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 1.278}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 4 users whose mean of duration of sessions per week is smaller than 37 and bigger than 3 (not including) and perform sorting by overall total duration from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-04 01:19:31.000000+00:00\", \"2021-12-30 17:55:53.000000+00:00\"], \"session_ids\": [\"4490eb0c-bd01-480c-9bd5-fc717ecef829\", \"da152e8a-f59d-4dbf-a8a2-c4ae024b4733\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 6.75}, \"56995\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-02 23:56:34.000000+00:00\", \"2020-04-19 20:48:54.000000+00:00\"], \"session_ids\": [\"392a36bc-9e81-4402-b8e2-1fc8bc5723bd\", \"1db820b1-b041-4861-9792-eba387ce4a53\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 1.809}, \"81549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-29 17:57:14.000000+00:00\", \"2019-08-18 21:40:44.000000+00:00\", \"2022-03-11 23:56:07.000000+00:00\", \"2023-04-30 18:51:05.000000+00:00\"], \"session_ids\": [\"580ba1d4-6dc3-47ae-86f2-f5037ddcf57e\", \"374d512b-34dd-4677-9bd2-34270d87c081\", \"d6d6d531-937f-4154-8213-b4c4cc2d04aa\", \"4f8ec4fe-c0bc-4011-8c7a-355ed588b62e\"], \"total_duration\": 683.0, \"total_sessions\": 4, \"mean_week_duration\": 3.467}, \"61946\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-27 11:32:04.000000+00:00\", \"2021-09-17 10:20:20.000000+00:00\", \"2021-09-29 03:40:00.000000+00:00\", \"2022-07-16 11:24:59.000000+00:00\", \"2019-08-22 02:25:54.000000+00:00\", \"2022-05-15 08:50:40.000000+00:00\", \"2019-05-07 08:10:36.000000+00:00\", \"2019-01-22 05:48:03.000000+00:00\"], \"session_ids\": [\"6c78f4ff-b7de-4604-bd78-678269ffea9b\", \"54fd3042-0b30-4da9-9be8-3093c923ab70\", \"91d21909-ce72-4426-a8dd-becfaa87b3ee\", \"2be7c7b6-3136-4491-b9ba-8a62b89973a5\", \"ac23736c-b7a4-4e56-b7f4-9bcb4b213a82\", \"460af015-057e-48d0-925e-ea6c442d203d\", \"74804da9-e90c-4734-9159-405e1f800dce\", \"4c7dadb3-b5bc-4930-8374-402a75908ee0\"], \"total_duration\": 392.0, \"total_sessions\": 8, \"mean_week_duration\": 2.154}, \"60709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-29 21:52:49.000000+00:00\", \"2019-01-03 22:39:12.000000+00:00\"], \"session_ids\": [\"29ee0222-ba0f-4cbd-ab6b-e62508b168d7\", \"4cd165d5-830f-4b7f-9c53-093c7d2d71a9\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.512}, \"6204\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-07 14:46:14.000000+00:00\", \"2020-11-02 06:17:07.000000+00:00\"], \"session_ids\": [\"852dd4b6-5191-4c16-b357-ef4eea28bfbd\", \"8ea07978-3739-43b0-8ec1-2466f21722c1\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 1.31}, \"35871\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-12 08:20:24.000000+00:00\", \"2020-08-07 18:09:49.000000+00:00\"], \"session_ids\": [\"f22983ed-50ad-4b37-acdb-6ac9fe5160f4\", \"6d63be66-92ab-493e-b2ca-0d25594d7236\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 2.346}, \"18973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-06 10:18:33.000000+00:00\", \"2021-01-09 16:27:46.000000+00:00\", \"2020-11-29 21:37:44.000000+00:00\"], \"session_ids\": [\"f270790a-d6a3-4a95-955c-d031b69902b3\", \"99cc697d-1611-4d61-88ed-3782fd4be4ed\", \"4c3117d1-ba39-4b87-8395-f6fbe408f20a\"], \"total_duration\": 641.0, \"total_sessions\": 3, \"mean_week_duration\": 9.712}, \"68934\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-07-10 08:25:13.000000+00:00\", \"2019-01-29 04:21:56.000000+00:00\", \"2021-12-10 12:57:00.000000+00:00\", \"2022-11-05 07:17:24.000000+00:00\", \"2019-04-25 15:23:38.000000+00:00\", \"2023-03-17 12:20:14.000000+00:00\", \"2023-05-18 05:35:03.000000+00:00\"], \"session_ids\": [\"33a46368-9cb3-49cf-ad4b-44d5eeb5fea0\", \"644e2504-8424-406d-9c51-3251bc8b07b7\", \"4ae5cf02-80da-47ae-879d-e9b2c8268ed1\", \"3e9abf9b-f92a-4b70-aad3-2df039dba99a\", \"aba7638b-de6e-4db4-809d-cc6748c5e6b7\", \"db005bcb-d686-4004-aa55-79268eb79f0e\", \"bff61881-b1de-47b0-a77b-b8695fe7bd71\"], \"total_duration\": 1005.0, \"total_sessions\": 7, \"mean_week_duration\": 4.467}, \"37818\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-28 04:23:54.000000+00:00\", \"2021-05-15 17:10:20.000000+00:00\", \"2022-04-27 11:38:15.000000+00:00\"], \"session_ids\": [\"b737818c-e281-4c8f-92cb-4d399c5705ad\", \"eb1417a1-6267-4820-b59f-165403ea7119\", \"54b770cd-e8d0-4c8a-a7e7-0ab0813f2f6c\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.794}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 3 and are equal or less than 37"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 37]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-04 01:19:31.000000+00:00\", \"2021-12-30 17:55:53.000000+00:00\"], \"session_ids\": [\"4490eb0c-bd01-480c-9bd5-fc717ecef829\", \"da152e8a-f59d-4dbf-a8a2-c4ae024b4733\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 6.75}, \"81549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-29 17:57:14.000000+00:00\", \"2019-08-18 21:40:44.000000+00:00\", \"2022-03-11 23:56:07.000000+00:00\", \"2023-04-30 18:51:05.000000+00:00\"], \"session_ids\": [\"580ba1d4-6dc3-47ae-86f2-f5037ddcf57e\", \"374d512b-34dd-4677-9bd2-34270d87c081\", \"d6d6d531-937f-4154-8213-b4c4cc2d04aa\", \"4f8ec4fe-c0bc-4011-8c7a-355ed588b62e\"], \"total_duration\": 683.0, \"total_sessions\": 4, \"mean_week_duration\": 3.467}, \"60709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-29 21:52:49.000000+00:00\", \"2019-01-03 22:39:12.000000+00:00\"], \"session_ids\": [\"29ee0222-ba0f-4cbd-ab6b-e62508b168d7\", \"4cd165d5-830f-4b7f-9c53-093c7d2d71a9\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.512}, \"18973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-06 10:18:33.000000+00:00\", \"2021-01-09 16:27:46.000000+00:00\", \"2020-11-29 21:37:44.000000+00:00\"], \"session_ids\": [\"f270790a-d6a3-4a95-955c-d031b69902b3\", \"99cc697d-1611-4d61-88ed-3782fd4be4ed\", \"4c3117d1-ba39-4b87-8395-f6fbe408f20a\"], \"total_duration\": 641.0, \"total_sessions\": 3, \"mean_week_duration\": 9.712}, \"68934\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-07-10 08:25:13.000000+00:00\", \"2019-01-29 04:21:56.000000+00:00\", \"2021-12-10 12:57:00.000000+00:00\", \"2022-11-05 07:17:24.000000+00:00\", \"2019-04-25 15:23:38.000000+00:00\", \"2023-03-17 12:20:14.000000+00:00\", \"2023-05-18 05:35:03.000000+00:00\"], \"session_ids\": [\"33a46368-9cb3-49cf-ad4b-44d5eeb5fea0\", \"644e2504-8424-406d-9c51-3251bc8b07b7\", \"4ae5cf02-80da-47ae-879d-e9b2c8268ed1\", \"3e9abf9b-f92a-4b70-aad3-2df039dba99a\", \"aba7638b-de6e-4db4-809d-cc6748c5e6b7\", \"db005bcb-d686-4004-aa55-79268eb79f0e\", \"bff61881-b1de-47b0-a77b-b8695fe7bd71\"], \"total_duration\": 1005.0, \"total_sessions\": 7, \"mean_week_duration\": 4.467}}\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[{\"61966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-04 01:19:31.000000+00:00\", \"2021-12-30 17:55:53.000000+00:00\"], \"session_ids\": [\"4490eb0c-bd01-480c-9bd5-fc717ecef829\", \"da152e8a-f59d-4dbf-a8a2-c4ae024b4733\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 6.75}}, {\"60709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-29 21:52:49.000000+00:00\", \"2019-01-03 22:39:12.000000+00:00\"], \"session_ids\": [\"29ee0222-ba0f-4cbd-ab6b-e62508b168d7\", \"4cd165d5-830f-4b7f-9c53-093c7d2d71a9\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.512}}, {\"18973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-06 10:18:33.000000+00:00\", \"2021-01-09 16:27:46.000000+00:00\", \"2020-11-29 21:37:44.000000+00:00\"], \"session_ids\": [\"f270790a-d6a3-4a95-955c-d031b69902b3\", \"99cc697d-1611-4d61-88ed-3782fd4be4ed\", \"4c3117d1-ba39-4b87-8395-f6fbe408f20a\"], \"total_duration\": 641.0, \"total_sessions\": 3, \"mean_week_duration\": 9.712}}, {\"81549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-29 17:57:14.000000+00:00\", \"2019-08-18 21:40:44.000000+00:00\", \"2022-03-11 23:56:07.000000+00:00\", \"2023-04-30 18:51:05.000000+00:00\"], \"session_ids\": [\"580ba1d4-6dc3-47ae-86f2-f5037ddcf57e\", \"374d512b-34dd-4677-9bd2-34270d87c081\", \"d6d6d531-937f-4154-8213-b4c4cc2d04aa\", \"4f8ec4fe-c0bc-4011-8c7a-355ed588b62e\"], \"total_duration\": 683.0, \"total_sessions\": 4, \"mean_week_duration\": 3.467}}, {\"68934\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-07-10 08:25:13.000000+00:00\", \"2019-01-29 04:21:56.000000+00:00\", \"2021-12-10 12:57:00.000000+00:00\", \"2022-11-05 07:17:24.000000+00:00\", \"2019-04-25 15:23:38.000000+00:00\", \"2023-03-17 12:20:14.000000+00:00\", \"2023-05-18 05:35:03.000000+00:00\"], \"session_ids\": [\"33a46368-9cb3-49cf-ad4b-44d5eeb5fea0\", \"644e2504-8424-406d-9c51-3251bc8b07b7\", \"4ae5cf02-80da-47ae-879d-e9b2c8268ed1\", \"3e9abf9b-f92a-4b70-aad3-2df039dba99a\", \"aba7638b-de6e-4db4-809d-cc6748c5e6b7\", \"db005bcb-d686-4004-aa55-79268eb79f0e\", \"bff61881-b1de-47b0-a77b-b8695fe7bd71\"], \"total_duration\": 1005.0, \"total_sessions\": 7, \"mean_week_duration\": 4.467}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-04 01:19:31.000000+00:00\", \"2021-12-30 17:55:53.000000+00:00\"], \"session_ids\": [\"4490eb0c-bd01-480c-9bd5-fc717ecef829\", \"da152e8a-f59d-4dbf-a8a2-c4ae024b4733\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 6.75}}, {\"60709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-29 21:52:49.000000+00:00\", \"2019-01-03 22:39:12.000000+00:00\"], \"session_ids\": [\"29ee0222-ba0f-4cbd-ab6b-e62508b168d7\", \"4cd165d5-830f-4b7f-9c53-093c7d2d71a9\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.512}}, {\"18973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-06 10:18:33.000000+00:00\", \"2021-01-09 16:27:46.000000+00:00\", \"2020-11-29 21:37:44.000000+00:00\"], \"session_ids\": [\"f270790a-d6a3-4a95-955c-d031b69902b3\", \"99cc697d-1611-4d61-88ed-3782fd4be4ed\", \"4c3117d1-ba39-4b87-8395-f6fbe408f20a\"], \"total_duration\": 641.0, \"total_sessions\": 3, \"mean_week_duration\": 9.712}}, {\"81549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-29 17:57:14.000000+00:00\", \"2019-08-18 21:40:44.000000+00:00\", \"2022-03-11 23:56:07.000000+00:00\", \"2023-04-30 18:51:05.000000+00:00\"], \"session_ids\": [\"580ba1d4-6dc3-47ae-86f2-f5037ddcf57e\", \"374d512b-34dd-4677-9bd2-34270d87c081\", \"d6d6d531-937f-4154-8213-b4c4cc2d04aa\", \"4f8ec4fe-c0bc-4011-8c7a-355ed588b62e\"], \"total_duration\": 683.0, \"total_sessions\": 4, \"mean_week_duration\": 3.467}}]\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[{\"61966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-04 01:19:31.000000+00:00\", \"2021-12-30 17:55:53.000000+00:00\"], \"session_ids\": [\"4490eb0c-bd01-480c-9bd5-fc717ecef829\", \"da152e8a-f59d-4dbf-a8a2-c4ae024b4733\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 6.75}}, {\"60709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-29 21:52:49.000000+00:00\", \"2019-01-03 22:39:12.000000+00:00\"], \"session_ids\": [\"29ee0222-ba0f-4cbd-ab6b-e62508b168d7\", \"4cd165d5-830f-4b7f-9c53-093c7d2d71a9\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.512}}, {\"18973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-06 10:18:33.000000+00:00\", \"2021-01-09 16:27:46.000000+00:00\", \"2020-11-29 21:37:44.000000+00:00\"], \"session_ids\": [\"f270790a-d6a3-4a95-955c-d031b69902b3\", \"99cc697d-1611-4d61-88ed-3782fd4be4ed\", \"4c3117d1-ba39-4b87-8395-f6fbe408f20a\"], \"total_duration\": 641.0, \"total_sessions\": 3, \"mean_week_duration\": 9.712}}, {\"81549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-29 17:57:14.000000+00:00\", \"2019-08-18 21:40:44.000000+00:00\", \"2022-03-11 23:56:07.000000+00:00\", \"2023-04-30 18:51:05.000000+00:00\"], \"session_ids\": [\"580ba1d4-6dc3-47ae-86f2-f5037ddcf57e\", \"374d512b-34dd-4677-9bd2-34270d87c081\", \"d6d6d531-937f-4154-8213-b4c4cc2d04aa\", \"4f8ec4fe-c0bc-4011-8c7a-355ed588b62e\"], \"total_duration\": 683.0, \"total_sessions\": 4, \"mean_week_duration\": 3.467}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 8 users whose total duration amount is smaller than 3509 (not including) and bigger than 1998 (not including) additionaly sort by name of the town from the smallest value to the largest value , save only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17833\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-29 12:03:00.000000+00:00\", \"2022-03-28 16:17:11.000000+00:00\", \"2020-07-28 10:26:52.000000+00:00\", \"2020-01-07 19:54:49.000000+00:00\"], \"session_ids\": [\"cba905f8-7568-42f1-8878-f844452dea35\", \"690938f9-1a07-4d5f-964b-7e333dad720e\", \"2b5b0076-9e4d-4b8c-b8f5-ad3c6573fb75\", \"2e979292-994f-49d1-9418-337a0b63f478\"], \"total_duration\": 1212.0, \"total_sessions\": 4, \"mean_week_duration\": 8.476}, \"98284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-08 17:39:40.000000+00:00\", \"2019-07-10 16:19:01.000000+00:00\", \"2019-04-19 10:28:45.000000+00:00\", \"2022-09-13 08:20:36.000000+00:00\", \"2020-12-10 20:04:05.000000+00:00\", \"2020-04-12 10:16:45.000000+00:00\", \"2020-05-03 21:26:13.000000+00:00\", \"2019-03-17 05:50:26.000000+00:00\", \"2021-08-23 11:19:29.000000+00:00\"], \"session_ids\": [\"63689d90-78c4-4ccf-a561-bf8536ea5774\", \"85b881a8-78ce-4424-977d-88d9ad629562\", \"e1ec0b61-e6d3-43e7-93a2-c82a4019ec0b\", \"a3a860ea-1b03-4e35-8e75-8781ddc2a0da\", \"8ebe21b2-d312-4381-81f8-574c7b6cea60\", \"54a25949-dedd-4f49-b3d8-2c8f66543f21\", \"0e49faaa-796c-4a21-87bc-9d2df7e7d8d9\", \"acf575dd-9834-44b5-836e-249d042e21a4\", \"7e10e253-45b9-4b2e-8483-efbacee8e550\"], \"total_duration\": 10178.0, \"total_sessions\": 9, \"mean_week_duration\": 55.617}, \"58478\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-10 09:41:27.000000+00:00\", \"2022-09-05 13:55:11.000000+00:00\", \"2021-04-29 21:23:05.000000+00:00\"], \"session_ids\": [\"5994f6cb-7f1c-403f-ba27-da199769f5b2\", \"6896c57b-0b7d-49ee-b285-60278e630413\", \"f81f1ce0-e433-421f-84e7-4cc5e3e273ab\"], \"total_duration\": 180.0, \"total_sessions\": 3, \"mean_week_duration\": 2.308}, \"1441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-07-30 04:45:04.000000+00:00\", \"2022-11-03 11:57:31.000000+00:00\", \"2022-02-05 02:07:24.000000+00:00\"], \"session_ids\": [\"264872db-d986-447c-b1be-10f0c224af99\", \"e48614a0-708c-41cb-b544-2dae913404d8\", \"293e01d8-0118-4753-8847-eff7ff0333fd\"], \"total_duration\": 107.0, \"total_sessions\": 3, \"mean_week_duration\": 0.626}, \"92835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-20 03:26:33.000000+00:00\", \"2019-02-01 01:28:54.000000+00:00\", \"2020-10-02 06:00:11.000000+00:00\", \"2020-04-20 16:44:10.000000+00:00\"], \"session_ids\": [\"b59c2de2-d277-478b-ad9b-d11bf119c210\", \"017943ab-7660-4242-8f3f-8aa90a5d290c\", \"5e80380a-5def-4b54-8e3c-3e81eff5252c\", \"f215579b-bd4b-42b7-bfb4-d0fc5793d4dc\"], \"total_duration\": 414.0, \"total_sessions\": 4, \"mean_week_duration\": 2.587}, \"80074\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-03 15:27:24.000000+00:00\", \"2021-05-15 07:19:19.000000+00:00\"], \"session_ids\": [\"4fc5035b-a8cb-4f36-9df4-ca662bb6fcc4\", \"25328b7a-acbb-423a-adc1-1523f140443f\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}, \"31504\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-11-20 03:10:37.000000+00:00\", \"2020-02-27 10:40:42.000000+00:00\"], \"session_ids\": [\"e69f6a95-0ef0-40cc-a5d0-6caceccf26e7\", \"13584ac4-5ba5-4aa2-acff-e87ed8496185\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 13.133}, \"55626\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-14 11:57:26.000000+00:00\", \"2022-01-09 06:43:39.000000+00:00\", \"2023-02-19 07:11:03.000000+00:00\"], \"session_ids\": [\"91387fe1-7105-4b09-b4d7-89398ec6c777\", \"5e3fbb56-55eb-4623-a063-a70cecb94942\", \"c39ca679-e6e0-486e-91c6-e044b2228151\"], \"total_duration\": 457.0, \"total_sessions\": 3, \"mean_week_duration\": 4.155}, \"59228\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-02-22 08:02:45.000000+00:00\", \"2022-08-23 14:19:58.000000+00:00\", \"2023-02-24 17:38:24.000000+00:00\", \"2022-08-26 09:39:56.000000+00:00\"], \"session_ids\": [\"358ce68c-7b9b-42bf-a403-d60f5b2620cd\", \"e9f5c4a3-1399-4275-ac0e-5eace61fb860\", \"1b6b8d52-7b6d-475c-af2d-d894fc80a79c\", \"9fada28a-c0e7-4f0c-b88c-25d7649980ec\"], \"total_duration\": 802.0, \"total_sessions\": 4, \"mean_week_duration\": 15.132}, \"86324\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-10 16:42:01.000000+00:00\", \"2020-07-20 09:52:39.000000+00:00\"], \"session_ids\": [\"7f64a17b-777d-4e27-9f4c-cc53bd616df2\", \"0d1e78a6-9500-402f-84c1-1369699ac7d9\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 19.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1998 and are less than 3509"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1998, 3509]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users whose cities are not Bridgetown, Zurich, Toronto, Havana, Vienna, Madrid additionaly sort by sessions total in ascending."
}
] |
[
{
"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{\"83070\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-07 01:41:18.000000+00:00\", \"2022-11-30 08:02:26.000000+00:00\"], \"session_ids\": [\"6a45c8fa-219c-4538-857f-a7e8fcd509d7\", \"d170637e-82a0-4872-adad-1612d8b964d7\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 2.667}, \"17389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-16 03:50:35.000000+00:00\", \"2019-08-29 07:02:03.000000+00:00\", \"2022-12-30 09:12:06.000000+00:00\"], \"session_ids\": [\"7c1b2b3c-087c-45a2-b372-8e5208e8e35e\", \"be0099fa-6d8b-43f1-b081-8d6c5d0cb980\", \"5f83408b-1d92-4406-ae17-e5ff4e5cc3cc\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.429}, \"97073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-01-18 05:20:30.000000+00:00\", \"2019-08-23 02:21:41.000000+00:00\"], \"session_ids\": [\"71fef298-c301-4159-af88-884f21dc15a2\", \"59f85a63-f406-4c22-9244-fb97d8983a0f\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 3.027}, \"65490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-14 16:46:01.000000+00:00\", \"2023-06-15 10:37:53.000000+00:00\", \"2019-02-07 03:29:41.000000+00:00\"], \"session_ids\": [\"b1c505d1-67d6-4c3d-b662-eae00deac657\", \"53c2f44e-a322-451f-83b9-d098c301be1c\", \"1f3bd2be-f2c8-48bf-ac85-2305b5e4b107\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.181}, \"72303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-07-09 11:30:07.000000+00:00\", \"2021-11-29 12:06:40.000000+00:00\", \"2022-04-11 10:28:10.000000+00:00\", \"2023-04-22 04:04:10.000000+00:00\"], \"session_ids\": [\"00ed4863-a8b5-4acd-a851-a2f33dd4f9d9\", \"c9140189-5cba-44e0-89cc-a28fd246b663\", \"fa6a78dc-11c6-459a-966c-75459a38d15a\", \"aa521775-8efa-4162-9adc-1a1dc49f40c3\"], \"total_duration\": 594.0, \"total_sessions\": 4, \"mean_week_duration\": 8.137}, \"86179\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-01-04 01:50:57.000000+00:00\", \"2021-02-02 20:53:04.000000+00:00\"], \"session_ids\": [\"64b7416e-ea95-4773-a38a-c7c68fc45591\", \"8634a80a-bcfc-49c1-a0c9-0187c72289c2\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 4.349}, \"84884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-24 05:58:05.000000+00:00\", \"2020-06-02 22:56:47.000000+00:00\"], \"session_ids\": [\"8fdf628e-4d9a-4c07-803f-95dadf7baa51\", \"41800c16-9794-4f55-aad0-4370328e5b85\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 235.5}, \"9021\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-02-18 01:51:28.000000+00:00\", \"2020-05-22 15:18:57.000000+00:00\", \"2021-10-16 09:21:37.000000+00:00\", \"2019-12-13 21:57:37.000000+00:00\", \"2021-10-29 02:31:30.000000+00:00\", \"2021-04-05 09:17:22.000000+00:00\", \"2021-04-10 09:40:55.000000+00:00\", \"2022-07-30 11:28:29.000000+00:00\"], \"session_ids\": [\"5c1a9b07-0bda-4dec-8c60-64b14d958d04\", \"e7cc20a6-3164-4dc6-8104-da8210807af8\", \"4a22f562-7da8-4776-8cf3-84e04e11f677\", \"319633b5-ac4d-43e3-9c65-f88dc3324cb1\", \"93a017cb-060a-4329-ae20-a6f2e17ca867\", \"0472853b-5684-46a4-8e3a-f58cdbebf18c\", \"e467ded5-10ca-428e-8c16-f41ce7983b50\", \"dc88bdc4-74ab-41b5-8f76-aaced660f544\"], \"total_duration\": 385.0, \"total_sessions\": 8, \"mean_week_duration\": 2.81}, \"62946\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-11 10:55:38.000000+00:00\", \"2020-10-15 05:28:35.000000+00:00\", \"2020-03-21 12:10:03.000000+00:00\"], \"session_ids\": [\"f35d7fcb-875a-4be2-8b3b-72e64d7313e5\", \"f2a97ff7-14fa-47a1-bc13-850a8560ffe3\", \"32f2f092-3f51-4aef-a538-02e25c9c00c1\"], \"total_duration\": 865.0, \"total_sessions\": 3, \"mean_week_duration\": 10.549}, \"11384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-08-28 11:55:04.000000+00:00\", \"2020-07-04 02:20:47.000000+00:00\"], \"session_ids\": [\"08fa6fb6-f30b-4ca4-a340-354bb7b29797\", \"8c1b4b73-e5f4-4a16-a5a4-98f9b339e800\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 1.756}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Bridgetown, Zurich, Toronto, Havana, Vienna, Madrid"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Bridgetown\", \"Zurich\", \"Toronto\", \"Havana\", \"Vienna\", \"Madrid\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83070\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-07 01:41:18.000000+00:00\", \"2022-11-30 08:02:26.000000+00:00\"], \"session_ids\": [\"6a45c8fa-219c-4538-857f-a7e8fcd509d7\", \"d170637e-82a0-4872-adad-1612d8b964d7\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 2.667}, \"17389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-16 03:50:35.000000+00:00\", \"2019-08-29 07:02:03.000000+00:00\", \"2022-12-30 09:12:06.000000+00:00\"], \"session_ids\": [\"7c1b2b3c-087c-45a2-b372-8e5208e8e35e\", \"be0099fa-6d8b-43f1-b081-8d6c5d0cb980\", \"5f83408b-1d92-4406-ae17-e5ff4e5cc3cc\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.429}, \"97073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-01-18 05:20:30.000000+00:00\", \"2019-08-23 02:21:41.000000+00:00\"], \"session_ids\": [\"71fef298-c301-4159-af88-884f21dc15a2\", \"59f85a63-f406-4c22-9244-fb97d8983a0f\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 3.027}, \"65490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-14 16:46:01.000000+00:00\", \"2023-06-15 10:37:53.000000+00:00\", \"2019-02-07 03:29:41.000000+00:00\"], \"session_ids\": [\"b1c505d1-67d6-4c3d-b662-eae00deac657\", \"53c2f44e-a322-451f-83b9-d098c301be1c\", \"1f3bd2be-f2c8-48bf-ac85-2305b5e4b107\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.181}, \"72303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-07-09 11:30:07.000000+00:00\", \"2021-11-29 12:06:40.000000+00:00\", \"2022-04-11 10:28:10.000000+00:00\", \"2023-04-22 04:04:10.000000+00:00\"], \"session_ids\": [\"00ed4863-a8b5-4acd-a851-a2f33dd4f9d9\", \"c9140189-5cba-44e0-89cc-a28fd246b663\", \"fa6a78dc-11c6-459a-966c-75459a38d15a\", \"aa521775-8efa-4162-9adc-1a1dc49f40c3\"], \"total_duration\": 594.0, \"total_sessions\": 4, \"mean_week_duration\": 8.137}, \"86179\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-01-04 01:50:57.000000+00:00\", \"2021-02-02 20:53:04.000000+00:00\"], \"session_ids\": [\"64b7416e-ea95-4773-a38a-c7c68fc45591\", \"8634a80a-bcfc-49c1-a0c9-0187c72289c2\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 4.349}, \"9021\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-02-18 01:51:28.000000+00:00\", \"2020-05-22 15:18:57.000000+00:00\", \"2021-10-16 09:21:37.000000+00:00\", \"2019-12-13 21:57:37.000000+00:00\", \"2021-10-29 02:31:30.000000+00:00\", \"2021-04-05 09:17:22.000000+00:00\", \"2021-04-10 09:40:55.000000+00:00\", \"2022-07-30 11:28:29.000000+00:00\"], \"session_ids\": [\"5c1a9b07-0bda-4dec-8c60-64b14d958d04\", \"e7cc20a6-3164-4dc6-8104-da8210807af8\", \"4a22f562-7da8-4776-8cf3-84e04e11f677\", \"319633b5-ac4d-43e3-9c65-f88dc3324cb1\", \"93a017cb-060a-4329-ae20-a6f2e17ca867\", \"0472853b-5684-46a4-8e3a-f58cdbebf18c\", \"e467ded5-10ca-428e-8c16-f41ce7983b50\", \"dc88bdc4-74ab-41b5-8f76-aaced660f544\"], \"total_duration\": 385.0, \"total_sessions\": 8, \"mean_week_duration\": 2.81}, \"62946\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-11 10:55:38.000000+00:00\", \"2020-10-15 05:28:35.000000+00:00\", \"2020-03-21 12:10:03.000000+00:00\"], \"session_ids\": [\"f35d7fcb-875a-4be2-8b3b-72e64d7313e5\", \"f2a97ff7-14fa-47a1-bc13-850a8560ffe3\", \"32f2f092-3f51-4aef-a538-02e25c9c00c1\"], \"total_duration\": 865.0, \"total_sessions\": 3, \"mean_week_duration\": 10.549}, \"11384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-08-28 11:55:04.000000+00:00\", \"2020-07-04 02:20:47.000000+00:00\"], \"session_ids\": [\"08fa6fb6-f30b-4ca4-a340-354bb7b29797\", \"8c1b4b73-e5f4-4a16-a5a4-98f9b339e800\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 1.756}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to 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[{\"83070\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-07 01:41:18.000000+00:00\", \"2022-11-30 08:02:26.000000+00:00\"], \"session_ids\": [\"6a45c8fa-219c-4538-857f-a7e8fcd509d7\", \"d170637e-82a0-4872-adad-1612d8b964d7\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 2.667}}, {\"97073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-01-18 05:20:30.000000+00:00\", \"2019-08-23 02:21:41.000000+00:00\"], \"session_ids\": [\"71fef298-c301-4159-af88-884f21dc15a2\", \"59f85a63-f406-4c22-9244-fb97d8983a0f\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 3.027}}, {\"86179\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-01-04 01:50:57.000000+00:00\", \"2021-02-02 20:53:04.000000+00:00\"], \"session_ids\": [\"64b7416e-ea95-4773-a38a-c7c68fc45591\", \"8634a80a-bcfc-49c1-a0c9-0187c72289c2\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 4.349}}, {\"11384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-08-28 11:55:04.000000+00:00\", \"2020-07-04 02:20:47.000000+00:00\"], \"session_ids\": [\"08fa6fb6-f30b-4ca4-a340-354bb7b29797\", \"8c1b4b73-e5f4-4a16-a5a4-98f9b339e800\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 1.756}}, {\"17389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-16 03:50:35.000000+00:00\", \"2019-08-29 07:02:03.000000+00:00\", \"2022-12-30 09:12:06.000000+00:00\"], \"session_ids\": [\"7c1b2b3c-087c-45a2-b372-8e5208e8e35e\", \"be0099fa-6d8b-43f1-b081-8d6c5d0cb980\", \"5f83408b-1d92-4406-ae17-e5ff4e5cc3cc\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.429}}, {\"65490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-14 16:46:01.000000+00:00\", \"2023-06-15 10:37:53.000000+00:00\", \"2019-02-07 03:29:41.000000+00:00\"], \"session_ids\": [\"b1c505d1-67d6-4c3d-b662-eae00deac657\", \"53c2f44e-a322-451f-83b9-d098c301be1c\", \"1f3bd2be-f2c8-48bf-ac85-2305b5e4b107\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.181}}, {\"62946\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-11 10:55:38.000000+00:00\", \"2020-10-15 05:28:35.000000+00:00\", \"2020-03-21 12:10:03.000000+00:00\"], \"session_ids\": [\"f35d7fcb-875a-4be2-8b3b-72e64d7313e5\", \"f2a97ff7-14fa-47a1-bc13-850a8560ffe3\", \"32f2f092-3f51-4aef-a538-02e25c9c00c1\"], \"total_duration\": 865.0, \"total_sessions\": 3, \"mean_week_duration\": 10.549}}, {\"72303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-07-09 11:30:07.000000+00:00\", \"2021-11-29 12:06:40.000000+00:00\", \"2022-04-11 10:28:10.000000+00:00\", \"2023-04-22 04:04:10.000000+00:00\"], \"session_ids\": [\"00ed4863-a8b5-4acd-a851-a2f33dd4f9d9\", \"c9140189-5cba-44e0-89cc-a28fd246b663\", \"fa6a78dc-11c6-459a-966c-75459a38d15a\", \"aa521775-8efa-4162-9adc-1a1dc49f40c3\"], \"total_duration\": 594.0, \"total_sessions\": 4, \"mean_week_duration\": 8.137}}, {\"9021\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-02-18 01:51:28.000000+00:00\", \"2020-05-22 15:18:57.000000+00:00\", \"2021-10-16 09:21:37.000000+00:00\", \"2019-12-13 21:57:37.000000+00:00\", \"2021-10-29 02:31:30.000000+00:00\", \"2021-04-05 09:17:22.000000+00:00\", \"2021-04-10 09:40:55.000000+00:00\", \"2022-07-30 11:28:29.000000+00:00\"], \"session_ids\": [\"5c1a9b07-0bda-4dec-8c60-64b14d958d04\", \"e7cc20a6-3164-4dc6-8104-da8210807af8\", \"4a22f562-7da8-4776-8cf3-84e04e11f677\", \"319633b5-ac4d-43e3-9c65-f88dc3324cb1\", \"93a017cb-060a-4329-ae20-a6f2e17ca867\", \"0472853b-5684-46a4-8e3a-f58cdbebf18c\", \"e467ded5-10ca-428e-8c16-f41ce7983b50\", \"dc88bdc4-74ab-41b5-8f76-aaced660f544\"], \"total_duration\": 385.0, \"total_sessions\": 8, \"mean_week_duration\": 2.81}}]\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[{\"83070\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-07 01:41:18.000000+00:00\", \"2022-11-30 08:02:26.000000+00:00\"], \"session_ids\": [\"6a45c8fa-219c-4538-857f-a7e8fcd509d7\", \"d170637e-82a0-4872-adad-1612d8b964d7\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 2.667}}, {\"97073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-01-18 05:20:30.000000+00:00\", \"2019-08-23 02:21:41.000000+00:00\"], \"session_ids\": [\"71fef298-c301-4159-af88-884f21dc15a2\", \"59f85a63-f406-4c22-9244-fb97d8983a0f\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 3.027}}, {\"86179\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-01-04 01:50:57.000000+00:00\", \"2021-02-02 20:53:04.000000+00:00\"], \"session_ids\": [\"64b7416e-ea95-4773-a38a-c7c68fc45591\", \"8634a80a-bcfc-49c1-a0c9-0187c72289c2\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 4.349}}, {\"11384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-08-28 11:55:04.000000+00:00\", \"2020-07-04 02:20:47.000000+00:00\"], \"session_ids\": [\"08fa6fb6-f30b-4ca4-a340-354bb7b29797\", \"8c1b4b73-e5f4-4a16-a5a4-98f9b339e800\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 1.756}}, {\"17389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-16 03:50:35.000000+00:00\", \"2019-08-29 07:02:03.000000+00:00\", \"2022-12-30 09:12:06.000000+00:00\"], \"session_ids\": [\"7c1b2b3c-087c-45a2-b372-8e5208e8e35e\", \"be0099fa-6d8b-43f1-b081-8d6c5d0cb980\", \"5f83408b-1d92-4406-ae17-e5ff4e5cc3cc\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.429}}, {\"65490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-14 16:46:01.000000+00:00\", \"2023-06-15 10:37:53.000000+00:00\", \"2019-02-07 03:29:41.000000+00:00\"], \"session_ids\": [\"b1c505d1-67d6-4c3d-b662-eae00deac657\", \"53c2f44e-a322-451f-83b9-d098c301be1c\", \"1f3bd2be-f2c8-48bf-ac85-2305b5e4b107\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.181}}, {\"62946\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-11 10:55:38.000000+00:00\", \"2020-10-15 05:28:35.000000+00:00\", \"2020-03-21 12:10:03.000000+00:00\"], \"session_ids\": [\"f35d7fcb-875a-4be2-8b3b-72e64d7313e5\", \"f2a97ff7-14fa-47a1-bc13-850a8560ffe3\", \"32f2f092-3f51-4aef-a538-02e25c9c00c1\"], \"total_duration\": 865.0, \"total_sessions\": 3, \"mean_week_duration\": 10.549}}, {\"72303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-07-09 11:30:07.000000+00:00\", \"2021-11-29 12:06:40.000000+00:00\", \"2022-04-11 10:28:10.000000+00:00\", \"2023-04-22 04:04:10.000000+00:00\"], \"session_ids\": [\"00ed4863-a8b5-4acd-a851-a2f33dd4f9d9\", \"c9140189-5cba-44e0-89cc-a28fd246b663\", \"fa6a78dc-11c6-459a-966c-75459a38d15a\", \"aa521775-8efa-4162-9adc-1a1dc49f40c3\"], \"total_duration\": 594.0, \"total_sessions\": 4, \"mean_week_duration\": 8.137}}, {\"9021\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-02-18 01:51:28.000000+00:00\", \"2020-05-22 15:18:57.000000+00:00\", \"2021-10-16 09:21:37.000000+00:00\", \"2019-12-13 21:57:37.000000+00:00\", \"2021-10-29 02:31:30.000000+00:00\", \"2021-04-05 09:17:22.000000+00:00\", \"2021-04-10 09:40:55.000000+00:00\", \"2022-07-30 11:28:29.000000+00:00\"], \"session_ids\": [\"5c1a9b07-0bda-4dec-8c60-64b14d958d04\", \"e7cc20a6-3164-4dc6-8104-da8210807af8\", \"4a22f562-7da8-4776-8cf3-84e04e11f677\", \"319633b5-ac4d-43e3-9c65-f88dc3324cb1\", \"93a017cb-060a-4329-ae20-a6f2e17ca867\", \"0472853b-5684-46a4-8e3a-f58cdbebf18c\", \"e467ded5-10ca-428e-8c16-f41ce7983b50\", \"dc88bdc4-74ab-41b5-8f76-aaced660f544\"], \"total_duration\": 385.0, \"total_sessions\": 8, \"mean_week_duration\": 2.81}}]\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 5 users who aren't inhabitants of cities Bangkok, Quito, Reykjavik, Santiago, Manila, Cairo, Havana, Edinburgh + execute sorting by name of the city ascendingly."
}
] |
[
{
"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{\"49094\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-08-13 15:38:52.000000+00:00\", \"2020-07-09 20:40:57.000000+00:00\", \"2022-07-18 18:29:38.000000+00:00\"], \"session_ids\": [\"80f2b3de-ff3d-428e-aa62-dffdb9a670c7\", \"91eda37c-17a6-4ed6-af30-deab57bdeedc\", \"ffff1f39-3424-4389-a194-a01b643e80be\"], \"total_duration\": 711.0, \"total_sessions\": 3, \"mean_week_duration\": 4.647}, \"34625\": {\"keyflows\": {\"Sign In Flow\": 1, \"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}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-12 20:22:40.000000+00:00\", \"2021-04-22 09:15:14.000000+00:00\", \"2020-01-15 14:33:25.000000+00:00\", \"2023-02-27 00:10:30.000000+00:00\"], \"session_ids\": [\"9f995daa-6ccd-4aae-b5c7-137d46d65eec\", \"1624936e-3dfe-4dc8-855c-902dba41adbd\", \"b47f1379-fd1c-4248-84e4-bea686718ac7\", \"925c4e82-4d0c-4c5c-87c2-b4f2a18d6105\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 2.859}, \"8145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-03 11:14:53.000000+00:00\", \"2021-08-21 09:09:29.000000+00:00\"], \"session_ids\": [\"0d826dbd-eb19-45f8-b9b0-244d05d36010\", \"6fbd0672-3e3c-4551-9f25-0529f6236b58\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.339}, \"30878\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-04-20 19:02:06.000000+00:00\", \"2020-10-15 16:33:08.000000+00:00\", \"2022-02-25 14:31:21.000000+00:00\", \"2022-10-07 18:52:35.000000+00:00\", \"2019-02-10 03:07:24.000000+00:00\", \"2020-03-20 13:12:55.000000+00:00\", \"2022-03-31 13:18:51.000000+00:00\", \"2020-02-08 09:16:21.000000+00:00\"], \"session_ids\": [\"f8eb69ce-c45d-4671-b098-0df76df4fdd1\", \"86cc7c34-2c17-4318-8265-43b2aa1b0590\", \"9d277b7b-2771-4930-b4a6-6b0b11b4f09e\", \"d5c4fc26-c583-4f92-b2ba-5f0dd42a3584\", \"21e582fa-3a46-4321-9bd3-5e75bfbc6652\", \"e7f157c8-a417-457b-9008-1720368b4cac\", \"e5c0d2e3-9f17-4b7d-8388-a71be6b0a3ee\", \"8f37ae51-e8d0-4d21-9e6b-e8cbd2b977c5\"], \"total_duration\": 10882.0, \"total_sessions\": 8, \"mean_week_duration\": 56.974}, \"79541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-11-22 02:46:58.000000+00:00\", \"2022-08-11 04:20:22.000000+00:00\", \"2019-01-14 17:07:38.000000+00:00\"], \"session_ids\": [\"e593a569-5712-4bbf-87e6-a4a789d30b88\", \"11a56913-54f7-48e3-b5e0-aa87454d40a0\", \"06aedea1-2dd7-44e9-830a-ffe45855694d\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 2.834}, \"45240\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-11-13 17:44:54.000000+00:00\", \"2019-05-15 08:18:35.000000+00:00\"], \"session_ids\": [\"7522a982-d166-4daf-b3e4-366ef1aa90d5\", \"43e360a7-fdc2-4afe-a484-bf85317acc58\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.355}, \"48877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-11-18 18:18:56.000000+00:00\", \"2020-11-27 01:00:09.000000+00:00\"], \"session_ids\": [\"3d949a14-cf64-48c2-9738-899ee556a7e0\", \"c1efb1d3-89fd-4498-814a-50f63d43bb5c\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.176}, \"37900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-25 12:25:07.000000+00:00\", \"2022-03-04 11:06:43.000000+00:00\"], \"session_ids\": [\"0682f329-5f1b-462e-9ef3-ec7b459e216a\", \"af8722f8-830c-4d08-b0b6-8aa7b96920dd\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"83887\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-19 14:58:22.000000+00:00\", \"2022-11-10 06:49:54.000000+00:00\", \"2020-10-07 22:45:36.000000+00:00\", \"2019-01-01 00:53:32.000000+00:00\"], \"session_ids\": [\"bf621454-ba0c-4aca-b7ab-f6a825f809e4\", \"b88d2228-1e73-4190-b702-173b6d104301\", \"79681232-7d5c-4159-8b72-d9da91a4119d\", \"d7d9b8c6-35f1-4b7f-9737-af61bc3e68ec\"], \"total_duration\": 262.0, \"total_sessions\": 4, \"mean_week_duration\": 1.297}, \"61850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-02-02 05:16:45.000000+00:00\", \"2023-01-03 09:26:08.000000+00:00\", \"2020-07-28 17:17:39.000000+00:00\", \"2022-03-29 21:33:28.000000+00:00\", \"2019-06-27 20:19:15.000000+00:00\"], \"session_ids\": [\"5f587619-974d-49e2-b3f3-cea12428bf35\", \"e1a06e4b-d52c-4888-bf1c-5eb8f71c8343\", \"2103ffef-5e81-4152-b488-ba113eb08d4f\", \"25de2c01-e361-4eab-85d2-b506b9a0cbf9\", \"a2b0b8e1-063f-496a-b288-44a274fe0f2f\"], \"total_duration\": 1781.0, \"total_sessions\": 5, \"mean_week_duration\": 9.679}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Bangkok, Quito, Reykjavik, Santiago, Manila, Cairo, Havana, Edinburgh"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Bangkok\", \"Quito\", \"Reykjavik\", \"Santiago\", \"Manila\", \"Cairo\", \"Havana\", \"Edinburgh\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49094\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-08-13 15:38:52.000000+00:00\", \"2020-07-09 20:40:57.000000+00:00\", \"2022-07-18 18:29:38.000000+00:00\"], \"session_ids\": [\"80f2b3de-ff3d-428e-aa62-dffdb9a670c7\", \"91eda37c-17a6-4ed6-af30-deab57bdeedc\", \"ffff1f39-3424-4389-a194-a01b643e80be\"], \"total_duration\": 711.0, \"total_sessions\": 3, \"mean_week_duration\": 4.647}, \"34625\": {\"keyflows\": {\"Sign In Flow\": 1, \"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}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-12 20:22:40.000000+00:00\", \"2021-04-22 09:15:14.000000+00:00\", \"2020-01-15 14:33:25.000000+00:00\", \"2023-02-27 00:10:30.000000+00:00\"], \"session_ids\": [\"9f995daa-6ccd-4aae-b5c7-137d46d65eec\", \"1624936e-3dfe-4dc8-855c-902dba41adbd\", \"b47f1379-fd1c-4248-84e4-bea686718ac7\", \"925c4e82-4d0c-4c5c-87c2-b4f2a18d6105\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 2.859}, \"8145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-03 11:14:53.000000+00:00\", \"2021-08-21 09:09:29.000000+00:00\"], \"session_ids\": [\"0d826dbd-eb19-45f8-b9b0-244d05d36010\", \"6fbd0672-3e3c-4551-9f25-0529f6236b58\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.339}, \"79541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-11-22 02:46:58.000000+00:00\", \"2022-08-11 04:20:22.000000+00:00\", \"2019-01-14 17:07:38.000000+00:00\"], \"session_ids\": [\"e593a569-5712-4bbf-87e6-a4a789d30b88\", \"11a56913-54f7-48e3-b5e0-aa87454d40a0\", \"06aedea1-2dd7-44e9-830a-ffe45855694d\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 2.834}, \"45240\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-11-13 17:44:54.000000+00:00\", \"2019-05-15 08:18:35.000000+00:00\"], \"session_ids\": [\"7522a982-d166-4daf-b3e4-366ef1aa90d5\", \"43e360a7-fdc2-4afe-a484-bf85317acc58\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.355}, \"37900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-25 12:25:07.000000+00:00\", \"2022-03-04 11:06:43.000000+00:00\"], \"session_ids\": [\"0682f329-5f1b-462e-9ef3-ec7b459e216a\", \"af8722f8-830c-4d08-b0b6-8aa7b96920dd\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"83887\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-19 14:58:22.000000+00:00\", \"2022-11-10 06:49:54.000000+00:00\", \"2020-10-07 22:45:36.000000+00:00\", \"2019-01-01 00:53:32.000000+00:00\"], \"session_ids\": [\"bf621454-ba0c-4aca-b7ab-f6a825f809e4\", \"b88d2228-1e73-4190-b702-173b6d104301\", \"79681232-7d5c-4159-8b72-d9da91a4119d\", \"d7d9b8c6-35f1-4b7f-9737-af61bc3e68ec\"], \"total_duration\": 262.0, \"total_sessions\": 4, \"mean_week_duration\": 1.297}, \"61850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-02-02 05:16:45.000000+00:00\", \"2023-01-03 09:26:08.000000+00:00\", \"2020-07-28 17:17:39.000000+00:00\", \"2022-03-29 21:33:28.000000+00:00\", \"2019-06-27 20:19:15.000000+00:00\"], \"session_ids\": [\"5f587619-974d-49e2-b3f3-cea12428bf35\", \"e1a06e4b-d52c-4888-bf1c-5eb8f71c8343\", \"2103ffef-5e81-4152-b488-ba113eb08d4f\", \"25de2c01-e361-4eab-85d2-b506b9a0cbf9\", \"a2b0b8e1-063f-496a-b288-44a274fe0f2f\"], \"total_duration\": 1781.0, \"total_sessions\": 5, \"mean_week_duration\": 9.679}}\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[{\"37900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-25 12:25:07.000000+00:00\", \"2022-03-04 11:06:43.000000+00:00\"], \"session_ids\": [\"0682f329-5f1b-462e-9ef3-ec7b459e216a\", \"af8722f8-830c-4d08-b0b6-8aa7b96920dd\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"8145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-03 11:14:53.000000+00:00\", \"2021-08-21 09:09:29.000000+00:00\"], \"session_ids\": [\"0d826dbd-eb19-45f8-b9b0-244d05d36010\", \"6fbd0672-3e3c-4551-9f25-0529f6236b58\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.339}}, {\"83887\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-19 14:58:22.000000+00:00\", \"2022-11-10 06:49:54.000000+00:00\", \"2020-10-07 22:45:36.000000+00:00\", \"2019-01-01 00:53:32.000000+00:00\"], \"session_ids\": [\"bf621454-ba0c-4aca-b7ab-f6a825f809e4\", \"b88d2228-1e73-4190-b702-173b6d104301\", \"79681232-7d5c-4159-8b72-d9da91a4119d\", \"d7d9b8c6-35f1-4b7f-9737-af61bc3e68ec\"], \"total_duration\": 262.0, \"total_sessions\": 4, \"mean_week_duration\": 1.297}}, {\"79541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-11-22 02:46:58.000000+00:00\", \"2022-08-11 04:20:22.000000+00:00\", \"2019-01-14 17:07:38.000000+00:00\"], \"session_ids\": [\"e593a569-5712-4bbf-87e6-a4a789d30b88\", \"11a56913-54f7-48e3-b5e0-aa87454d40a0\", \"06aedea1-2dd7-44e9-830a-ffe45855694d\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 2.834}}, {\"34625\": {\"keyflows\": {\"Sign In Flow\": 1, \"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}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-12 20:22:40.000000+00:00\", \"2021-04-22 09:15:14.000000+00:00\", \"2020-01-15 14:33:25.000000+00:00\", \"2023-02-27 00:10:30.000000+00:00\"], \"session_ids\": [\"9f995daa-6ccd-4aae-b5c7-137d46d65eec\", \"1624936e-3dfe-4dc8-855c-902dba41adbd\", \"b47f1379-fd1c-4248-84e4-bea686718ac7\", \"925c4e82-4d0c-4c5c-87c2-b4f2a18d6105\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 2.859}}, {\"45240\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-11-13 17:44:54.000000+00:00\", \"2019-05-15 08:18:35.000000+00:00\"], \"session_ids\": [\"7522a982-d166-4daf-b3e4-366ef1aa90d5\", \"43e360a7-fdc2-4afe-a484-bf85317acc58\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.355}}, {\"61850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-02-02 05:16:45.000000+00:00\", \"2023-01-03 09:26:08.000000+00:00\", \"2020-07-28 17:17:39.000000+00:00\", \"2022-03-29 21:33:28.000000+00:00\", \"2019-06-27 20:19:15.000000+00:00\"], \"session_ids\": [\"5f587619-974d-49e2-b3f3-cea12428bf35\", \"e1a06e4b-d52c-4888-bf1c-5eb8f71c8343\", \"2103ffef-5e81-4152-b488-ba113eb08d4f\", \"25de2c01-e361-4eab-85d2-b506b9a0cbf9\", \"a2b0b8e1-063f-496a-b288-44a274fe0f2f\"], \"total_duration\": 1781.0, \"total_sessions\": 5, \"mean_week_duration\": 9.679}}, {\"49094\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-08-13 15:38:52.000000+00:00\", \"2020-07-09 20:40:57.000000+00:00\", \"2022-07-18 18:29:38.000000+00:00\"], \"session_ids\": [\"80f2b3de-ff3d-428e-aa62-dffdb9a670c7\", \"91eda37c-17a6-4ed6-af30-deab57bdeedc\", \"ffff1f39-3424-4389-a194-a01b643e80be\"], \"total_duration\": 711.0, \"total_sessions\": 3, \"mean_week_duration\": 4.647}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-25 12:25:07.000000+00:00\", \"2022-03-04 11:06:43.000000+00:00\"], \"session_ids\": [\"0682f329-5f1b-462e-9ef3-ec7b459e216a\", \"af8722f8-830c-4d08-b0b6-8aa7b96920dd\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"8145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-03 11:14:53.000000+00:00\", \"2021-08-21 09:09:29.000000+00:00\"], \"session_ids\": [\"0d826dbd-eb19-45f8-b9b0-244d05d36010\", \"6fbd0672-3e3c-4551-9f25-0529f6236b58\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.339}}, {\"83887\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-19 14:58:22.000000+00:00\", \"2022-11-10 06:49:54.000000+00:00\", \"2020-10-07 22:45:36.000000+00:00\", \"2019-01-01 00:53:32.000000+00:00\"], \"session_ids\": [\"bf621454-ba0c-4aca-b7ab-f6a825f809e4\", \"b88d2228-1e73-4190-b702-173b6d104301\", \"79681232-7d5c-4159-8b72-d9da91a4119d\", \"d7d9b8c6-35f1-4b7f-9737-af61bc3e68ec\"], \"total_duration\": 262.0, \"total_sessions\": 4, \"mean_week_duration\": 1.297}}, {\"79541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-11-22 02:46:58.000000+00:00\", \"2022-08-11 04:20:22.000000+00:00\", \"2019-01-14 17:07:38.000000+00:00\"], \"session_ids\": [\"e593a569-5712-4bbf-87e6-a4a789d30b88\", \"11a56913-54f7-48e3-b5e0-aa87454d40a0\", \"06aedea1-2dd7-44e9-830a-ffe45855694d\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 2.834}}, {\"34625\": {\"keyflows\": {\"Sign In Flow\": 1, \"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}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-12 20:22:40.000000+00:00\", \"2021-04-22 09:15:14.000000+00:00\", \"2020-01-15 14:33:25.000000+00:00\", \"2023-02-27 00:10:30.000000+00:00\"], \"session_ids\": [\"9f995daa-6ccd-4aae-b5c7-137d46d65eec\", \"1624936e-3dfe-4dc8-855c-902dba41adbd\", \"b47f1379-fd1c-4248-84e4-bea686718ac7\", \"925c4e82-4d0c-4c5c-87c2-b4f2a18d6105\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 2.859}}]\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[{\"37900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-25 12:25:07.000000+00:00\", \"2022-03-04 11:06:43.000000+00:00\"], \"session_ids\": [\"0682f329-5f1b-462e-9ef3-ec7b459e216a\", \"af8722f8-830c-4d08-b0b6-8aa7b96920dd\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"8145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-03 11:14:53.000000+00:00\", \"2021-08-21 09:09:29.000000+00:00\"], \"session_ids\": [\"0d826dbd-eb19-45f8-b9b0-244d05d36010\", \"6fbd0672-3e3c-4551-9f25-0529f6236b58\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.339}}, {\"83887\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-19 14:58:22.000000+00:00\", \"2022-11-10 06:49:54.000000+00:00\", \"2020-10-07 22:45:36.000000+00:00\", \"2019-01-01 00:53:32.000000+00:00\"], \"session_ids\": [\"bf621454-ba0c-4aca-b7ab-f6a825f809e4\", \"b88d2228-1e73-4190-b702-173b6d104301\", \"79681232-7d5c-4159-8b72-d9da91a4119d\", \"d7d9b8c6-35f1-4b7f-9737-af61bc3e68ec\"], \"total_duration\": 262.0, \"total_sessions\": 4, \"mean_week_duration\": 1.297}}, {\"79541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-11-22 02:46:58.000000+00:00\", \"2022-08-11 04:20:22.000000+00:00\", \"2019-01-14 17:07:38.000000+00:00\"], \"session_ids\": [\"e593a569-5712-4bbf-87e6-a4a789d30b88\", \"11a56913-54f7-48e3-b5e0-aa87454d40a0\", \"06aedea1-2dd7-44e9-830a-ffe45855694d\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 2.834}}, {\"34625\": {\"keyflows\": {\"Sign In Flow\": 1, \"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}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-12 20:22:40.000000+00:00\", \"2021-04-22 09:15:14.000000+00:00\", \"2020-01-15 14:33:25.000000+00:00\", \"2023-02-27 00:10:30.000000+00:00\"], \"session_ids\": [\"9f995daa-6ccd-4aae-b5c7-137d46d65eec\", \"1624936e-3dfe-4dc8-855c-902dba41adbd\", \"b47f1379-fd1c-4248-84e4-bea686718ac7\", \"925c4e82-4d0c-4c5c-87c2-b4f2a18d6105\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 2.859}}]\n```\n\n```\n"
}
] |
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