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": "I'm curious about 4 users whose duration of sessions per week is greater than 37 and less than 22 also put to use sorting by sessions count ascending."
}
] |
[
{
"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{\"5805\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-03 21:33:29.000000+00:00\", \"2019-09-07 07:36:27.000000+00:00\", \"2022-08-04 04:03:09.000000+00:00\", \"2019-12-15 05:37:52.000000+00:00\", \"2019-08-17 13:17:14.000000+00:00\", \"2020-01-20 04:17:19.000000+00:00\", \"2020-04-02 01:24:54.000000+00:00\"], \"session_ids\": [\"98c8452b-0eb4-4aa6-aa19-0f8e481ac03f\", \"f2b5cecd-4981-4ee5-998d-8351f17111c7\", \"386e5db6-7cdf-4c33-bba9-1f5bdd65c44f\", \"48e4f3bd-bcdd-49f6-b16f-d1df70343733\", \"ce25245b-bc66-4615-9846-e113d7d60ce1\", \"3bbdba56-9a81-49b4-8574-9bdc4cc47b8f\", \"fbdff8a3-801e-4714-83fe-f287b66dc4c9\"], \"total_duration\": 394.0, \"total_sessions\": 7, \"mean_week_duration\": 2.542}, \"83891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-29 17:46:34.000000+00:00\", \"2022-12-07 21:44:30.000000+00:00\"], \"session_ids\": [\"72c941e0-89d9-4db8-9717-816e16fa943f\", \"b77674b5-c308-48b3-ae9a-3a5338118db3\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 18.842}, \"23898\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-02-28 11:36:02.000000+00:00\", \"2023-04-07 05:52:59.000000+00:00\", \"2019-01-21 21:13:44.000000+00:00\", \"2022-12-31 07:48:02.000000+00:00\"], \"session_ids\": [\"43d3e9bb-2084-47a0-bebd-42968d939fd2\", \"10b0c8c1-4bfd-4a1f-a37c-ef74b4ff576c\", \"1322dcb5-cf9b-44e5-a52d-966c20122156\", \"40db8d63-bc69-448c-a8c3-1ef64cd84cd2\"], \"total_duration\": 448.0, \"total_sessions\": 4, \"mean_week_duration\": 2.036}, \"41509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-21 17:24:33.000000+00:00\", \"2022-06-18 05:15:08.000000+00:00\"], \"session_ids\": [\"54d972d7-e225-4a3b-b4d9-83f17f794454\", \"a8496c8e-181b-4c8c-819a-45e169dbd9c5\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.826}, \"47223\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-07 11:37:33.000000+00:00\", \"2022-12-05 15:20:00.000000+00:00\"], \"session_ids\": [\"8910b267-e6bc-442e-97f5-02c02138c77f\", \"ae38982b-4699-4db7-b0e3-5724eb11bf04\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.393}, \"14658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-18 21:56:08.000000+00:00\", \"2022-04-08 11:54:00.000000+00:00\"], \"session_ids\": [\"0bde9d83-c47e-4f52-bca7-6ff13e5afbad\", \"c7d58a51-ed49-4587-8e88-37edb6b1764c\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.041}, \"51985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-12 01:58:57.000000+00:00\", \"2022-08-17 09:57:39.000000+00:00\", \"2020-08-07 20:59:29.000000+00:00\"], \"session_ids\": [\"2f3ab30f-f544-441a-b9cf-1a921e8c54ec\", \"fa9b14c0-df55-4fe0-adb0-82e0ca875d94\", \"d85d7674-7d77-4cd8-8b5e-4a22c473a8b3\"], \"total_duration\": 168.0, \"total_sessions\": 3, \"mean_week_duration\": 1.585}, \"26116\": {\"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\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-06 15:05:13.000000+00:00\", \"2021-12-20 03:18:28.000000+00:00\"], \"session_ids\": [\"41a03913-42dd-4966-8450-7c44f8265bf9\", \"26a13fad-92c4-42aa-877d-82f81910ae4f\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.407}, \"91684\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-07 16:43:06.000000+00:00\", \"2019-04-10 05:40:24.000000+00:00\"], \"session_ids\": [\"d13a0a04-81ab-479f-8b0c-c5559199fd3f\", \"8dd200d2-7b24-4fd8-8d40-70f206c46f19\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 4.222}, \"8407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-28 09:24:58.000000+00:00\", \"2020-05-13 00:37:37.000000+00:00\"], \"session_ids\": [\"01d0bd0b-7459-44b5-9363-5eec787f124e\", \"8f125f77-87dd-4a60-993a-0addb9fc1b0e\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.9}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or less than 22 and are equal or greater than 37"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[22, 37]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5805\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-03 21:33:29.000000+00:00\", \"2019-09-07 07:36:27.000000+00:00\", \"2022-08-04 04:03:09.000000+00:00\", \"2019-12-15 05:37:52.000000+00:00\", \"2019-08-17 13:17:14.000000+00:00\", \"2020-01-20 04:17:19.000000+00:00\", \"2020-04-02 01:24:54.000000+00:00\"], \"session_ids\": [\"98c8452b-0eb4-4aa6-aa19-0f8e481ac03f\", \"f2b5cecd-4981-4ee5-998d-8351f17111c7\", \"386e5db6-7cdf-4c33-bba9-1f5bdd65c44f\", \"48e4f3bd-bcdd-49f6-b16f-d1df70343733\", \"ce25245b-bc66-4615-9846-e113d7d60ce1\", \"3bbdba56-9a81-49b4-8574-9bdc4cc47b8f\", \"fbdff8a3-801e-4714-83fe-f287b66dc4c9\"], \"total_duration\": 394.0, \"total_sessions\": 7, \"mean_week_duration\": 2.542}, \"83891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-29 17:46:34.000000+00:00\", \"2022-12-07 21:44:30.000000+00:00\"], \"session_ids\": [\"72c941e0-89d9-4db8-9717-816e16fa943f\", \"b77674b5-c308-48b3-ae9a-3a5338118db3\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 18.842}, \"23898\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-02-28 11:36:02.000000+00:00\", \"2023-04-07 05:52:59.000000+00:00\", \"2019-01-21 21:13:44.000000+00:00\", \"2022-12-31 07:48:02.000000+00:00\"], \"session_ids\": [\"43d3e9bb-2084-47a0-bebd-42968d939fd2\", \"10b0c8c1-4bfd-4a1f-a37c-ef74b4ff576c\", \"1322dcb5-cf9b-44e5-a52d-966c20122156\", \"40db8d63-bc69-448c-a8c3-1ef64cd84cd2\"], \"total_duration\": 448.0, \"total_sessions\": 4, \"mean_week_duration\": 2.036}, \"41509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-21 17:24:33.000000+00:00\", \"2022-06-18 05:15:08.000000+00:00\"], \"session_ids\": [\"54d972d7-e225-4a3b-b4d9-83f17f794454\", \"a8496c8e-181b-4c8c-819a-45e169dbd9c5\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.826}, \"47223\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-07 11:37:33.000000+00:00\", \"2022-12-05 15:20:00.000000+00:00\"], \"session_ids\": [\"8910b267-e6bc-442e-97f5-02c02138c77f\", \"ae38982b-4699-4db7-b0e3-5724eb11bf04\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.393}, \"14658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-18 21:56:08.000000+00:00\", \"2022-04-08 11:54:00.000000+00:00\"], \"session_ids\": [\"0bde9d83-c47e-4f52-bca7-6ff13e5afbad\", \"c7d58a51-ed49-4587-8e88-37edb6b1764c\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.041}, \"51985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-12 01:58:57.000000+00:00\", \"2022-08-17 09:57:39.000000+00:00\", \"2020-08-07 20:59:29.000000+00:00\"], \"session_ids\": [\"2f3ab30f-f544-441a-b9cf-1a921e8c54ec\", \"fa9b14c0-df55-4fe0-adb0-82e0ca875d94\", \"d85d7674-7d77-4cd8-8b5e-4a22c473a8b3\"], \"total_duration\": 168.0, \"total_sessions\": 3, \"mean_week_duration\": 1.585}, \"26116\": {\"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\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-06 15:05:13.000000+00:00\", \"2021-12-20 03:18:28.000000+00:00\"], \"session_ids\": [\"41a03913-42dd-4966-8450-7c44f8265bf9\", \"26a13fad-92c4-42aa-877d-82f81910ae4f\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.407}, \"91684\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-07 16:43:06.000000+00:00\", \"2019-04-10 05:40:24.000000+00:00\"], \"session_ids\": [\"d13a0a04-81ab-479f-8b0c-c5559199fd3f\", \"8dd200d2-7b24-4fd8-8d40-70f206c46f19\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 4.222}, \"8407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-28 09:24:58.000000+00:00\", \"2020-05-13 00:37:37.000000+00:00\"], \"session_ids\": [\"01d0bd0b-7459-44b5-9363-5eec787f124e\", \"8f125f77-87dd-4a60-993a-0addb9fc1b0e\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.9}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-29 17:46:34.000000+00:00\", \"2022-12-07 21:44:30.000000+00:00\"], \"session_ids\": [\"72c941e0-89d9-4db8-9717-816e16fa943f\", \"b77674b5-c308-48b3-ae9a-3a5338118db3\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 18.842}}, {\"41509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-21 17:24:33.000000+00:00\", \"2022-06-18 05:15:08.000000+00:00\"], \"session_ids\": [\"54d972d7-e225-4a3b-b4d9-83f17f794454\", \"a8496c8e-181b-4c8c-819a-45e169dbd9c5\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.826}}, {\"47223\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-07 11:37:33.000000+00:00\", \"2022-12-05 15:20:00.000000+00:00\"], \"session_ids\": [\"8910b267-e6bc-442e-97f5-02c02138c77f\", \"ae38982b-4699-4db7-b0e3-5724eb11bf04\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.393}}, {\"14658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-18 21:56:08.000000+00:00\", \"2022-04-08 11:54:00.000000+00:00\"], \"session_ids\": [\"0bde9d83-c47e-4f52-bca7-6ff13e5afbad\", \"c7d58a51-ed49-4587-8e88-37edb6b1764c\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.041}}, {\"26116\": {\"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\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-06 15:05:13.000000+00:00\", \"2021-12-20 03:18:28.000000+00:00\"], \"session_ids\": [\"41a03913-42dd-4966-8450-7c44f8265bf9\", \"26a13fad-92c4-42aa-877d-82f81910ae4f\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.407}}, {\"91684\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-07 16:43:06.000000+00:00\", \"2019-04-10 05:40:24.000000+00:00\"], \"session_ids\": [\"d13a0a04-81ab-479f-8b0c-c5559199fd3f\", \"8dd200d2-7b24-4fd8-8d40-70f206c46f19\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 4.222}}, {\"8407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-28 09:24:58.000000+00:00\", \"2020-05-13 00:37:37.000000+00:00\"], \"session_ids\": [\"01d0bd0b-7459-44b5-9363-5eec787f124e\", \"8f125f77-87dd-4a60-993a-0addb9fc1b0e\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.9}}, {\"51985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-12 01:58:57.000000+00:00\", \"2022-08-17 09:57:39.000000+00:00\", \"2020-08-07 20:59:29.000000+00:00\"], \"session_ids\": [\"2f3ab30f-f544-441a-b9cf-1a921e8c54ec\", \"fa9b14c0-df55-4fe0-adb0-82e0ca875d94\", \"d85d7674-7d77-4cd8-8b5e-4a22c473a8b3\"], \"total_duration\": 168.0, \"total_sessions\": 3, \"mean_week_duration\": 1.585}}, {\"23898\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-02-28 11:36:02.000000+00:00\", \"2023-04-07 05:52:59.000000+00:00\", \"2019-01-21 21:13:44.000000+00:00\", \"2022-12-31 07:48:02.000000+00:00\"], \"session_ids\": [\"43d3e9bb-2084-47a0-bebd-42968d939fd2\", \"10b0c8c1-4bfd-4a1f-a37c-ef74b4ff576c\", \"1322dcb5-cf9b-44e5-a52d-966c20122156\", \"40db8d63-bc69-448c-a8c3-1ef64cd84cd2\"], \"total_duration\": 448.0, \"total_sessions\": 4, \"mean_week_duration\": 2.036}}, {\"5805\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-03 21:33:29.000000+00:00\", \"2019-09-07 07:36:27.000000+00:00\", \"2022-08-04 04:03:09.000000+00:00\", \"2019-12-15 05:37:52.000000+00:00\", \"2019-08-17 13:17:14.000000+00:00\", \"2020-01-20 04:17:19.000000+00:00\", \"2020-04-02 01:24:54.000000+00:00\"], \"session_ids\": [\"98c8452b-0eb4-4aa6-aa19-0f8e481ac03f\", \"f2b5cecd-4981-4ee5-998d-8351f17111c7\", \"386e5db6-7cdf-4c33-bba9-1f5bdd65c44f\", \"48e4f3bd-bcdd-49f6-b16f-d1df70343733\", \"ce25245b-bc66-4615-9846-e113d7d60ce1\", \"3bbdba56-9a81-49b4-8574-9bdc4cc47b8f\", \"fbdff8a3-801e-4714-83fe-f287b66dc4c9\"], \"total_duration\": 394.0, \"total_sessions\": 7, \"mean_week_duration\": 2.542}}]\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[{\"83891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-29 17:46:34.000000+00:00\", \"2022-12-07 21:44:30.000000+00:00\"], \"session_ids\": [\"72c941e0-89d9-4db8-9717-816e16fa943f\", \"b77674b5-c308-48b3-ae9a-3a5338118db3\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 18.842}}, {\"41509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-21 17:24:33.000000+00:00\", \"2022-06-18 05:15:08.000000+00:00\"], \"session_ids\": [\"54d972d7-e225-4a3b-b4d9-83f17f794454\", \"a8496c8e-181b-4c8c-819a-45e169dbd9c5\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.826}}, {\"47223\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-07 11:37:33.000000+00:00\", \"2022-12-05 15:20:00.000000+00:00\"], \"session_ids\": [\"8910b267-e6bc-442e-97f5-02c02138c77f\", \"ae38982b-4699-4db7-b0e3-5724eb11bf04\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.393}}, {\"14658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-18 21:56:08.000000+00:00\", \"2022-04-08 11:54:00.000000+00:00\"], \"session_ids\": [\"0bde9d83-c47e-4f52-bca7-6ff13e5afbad\", \"c7d58a51-ed49-4587-8e88-37edb6b1764c\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.041}}]\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[{\"83891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-29 17:46:34.000000+00:00\", \"2022-12-07 21:44:30.000000+00:00\"], \"session_ids\": [\"72c941e0-89d9-4db8-9717-816e16fa943f\", \"b77674b5-c308-48b3-ae9a-3a5338118db3\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 18.842}}, {\"41509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-21 17:24:33.000000+00:00\", \"2022-06-18 05:15:08.000000+00:00\"], \"session_ids\": [\"54d972d7-e225-4a3b-b4d9-83f17f794454\", \"a8496c8e-181b-4c8c-819a-45e169dbd9c5\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.826}}, {\"47223\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-07 11:37:33.000000+00:00\", \"2022-12-05 15:20:00.000000+00:00\"], \"session_ids\": [\"8910b267-e6bc-442e-97f5-02c02138c77f\", \"ae38982b-4699-4db7-b0e3-5724eb11bf04\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.393}}, {\"14658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-18 21:56:08.000000+00:00\", \"2022-04-08 11:54:00.000000+00:00\"], \"session_ids\": [\"0bde9d83-c47e-4f52-bca7-6ff13e5afbad\", \"c7d58a51-ed49-4587-8e88-37edb6b1764c\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.041}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user who is folk of the city London as well as perform sorting by total duration amount 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{\"13027\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-09 11:42:15.000000+00:00\", \"2020-10-16 07:50:07.000000+00:00\"], \"session_ids\": [\"62288100-61ed-4374-b499-fd68acb0ef11\", \"4a949a6e-84d3-401b-a37c-86ec95627dea\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 6.72}, \"80563\": {\"keyflows\": {\"Sign In Flow\": 2, \"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\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-21 16:20:33.000000+00:00\", \"2021-08-19 20:39:08.000000+00:00\", \"2022-02-03 11:47:24.000000+00:00\"], \"session_ids\": [\"c6c24c59-4413-417b-8aef-8b40b245719f\", \"8251ba12-19b5-4364-bb8f-c58bbeb43c76\", \"b1e36f84-7368-4418-8518-67e5285b514a\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.09}, \"86718\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-06-30 21:54:35.000000+00:00\", \"2022-05-07 09:28:15.000000+00:00\"], \"session_ids\": [\"e6384368-de1a-45d1-a5af-7ddc2f1a838a\", \"f2f7b4c9-7c09-41f5-bc04-4a03346733ef\"], \"total_duration\": 398.0, \"total_sessions\": 2, \"mean_week_duration\": 4.103}, \"17647\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-20 20:50:03.000000+00:00\", \"2022-08-14 21:27:38.000000+00:00\", \"2020-12-19 05:19:05.000000+00:00\"], \"session_ids\": [\"38e865d5-4cda-4b58-a44f-6c613cde3af8\", \"69f6b0af-60d8-42c0-9fd8-bfcd45a11525\", \"3c5810c7-833f-49e7-917d-ceef3301cc9c\"], \"total_duration\": 495.0, \"total_sessions\": 3, \"mean_week_duration\": 5.211}, \"12854\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-07-21 18:40:31.000000+00:00\", \"2021-11-23 19:30:37.000000+00:00\"], \"session_ids\": [\"8b6714d4-52d1-4a12-b84c-1c58b92c6d61\", \"d960a646-ff34-4ddf-9450-c37e96a62a87\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.675}, \"39818\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-30 23:11:57.000000+00:00\", \"2022-01-13 13:35:16.000000+00:00\"], \"session_ids\": [\"d9ff7018-6eda-491a-a171-f969f67e67b9\", \"33127509-cac0-4f19-8810-d7da882ef1a5\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 1.843}, \"35573\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-01-07 06:41:03.000000+00:00\", \"2019-02-02 19:25:20.000000+00:00\"], \"session_ids\": [\"785025e1-2bb0-4f9e-a9ad-701fd6d1df0a\", \"56b1adbc-f125-4eaa-a3d3-eaf0e9c5b2c0\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 8.75}, \"27560\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2023-05-02 02:31:46.000000+00:00\", \"2019-02-06 09:56:42.000000+00:00\", \"2019-08-12 12:41:31.000000+00:00\", \"2019-06-18 10:46:04.000000+00:00\"], \"session_ids\": [\"54b3a8df-b3ea-4cad-9353-375b419d26e6\", \"ce9365aa-7601-4c91-8b0a-306dfc81357d\", \"e0b30fe3-fc4f-451d-8fba-e8fdef0073ba\", \"53889bb1-384c-4ee9-9a70-4ca863b35c2d\"], \"total_duration\": 469.0, \"total_sessions\": 4, \"mean_week_duration\": 2.122}, \"58852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-08-17 19:57:17.000000+00:00\", \"2021-03-03 05:50:03.000000+00:00\"], \"session_ids\": [\"5e97765b-5adf-4d38-aa16-dd1da0339a35\", \"ddced65a-6c6a-4f51-b527-2a84ea48e9f1\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}, \"21148\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-23 10:40:32.000000+00:00\", \"2021-02-08 20:43:11.000000+00:00\"], \"session_ids\": [\"fd34e3ce-6f7c-48e8-b962-05e87b3ab884\", \"0bfc1da4-be57-4309-ac2b-7e085c19e6a2\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 12.792}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is London"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"London\"]]}}}\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 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": "Display to me 7 users pieces of information whose total sessions exceeds 5 while staying below 2 and perform sorting by town_name descendingly , provide me only with 3 pieces of data."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-25 06:40:04.000000+00:00\", \"2020-11-29 18:44:06.000000+00:00\", \"2021-01-05 00:42:04.000000+00:00\", \"2023-02-12 12:04:17.000000+00:00\"], \"session_ids\": [\"0e75efe9-62fd-4c88-830c-312e5f2490da\", \"9e1a6934-1fe1-43fe-9d23-8299d4234b33\", \"4e965b35-6b6a-4497-86af-010851acfdc2\", \"c8029784-a41d-4a5c-94d0-ad5667ba1380\"], \"total_duration\": 174.0, \"total_sessions\": 4, \"mean_week_duration\": 1.513}, \"13573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"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\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-15 06:23:45.000000+00:00\", \"2022-01-17 21:32:51.000000+00:00\", \"2022-05-28 22:31:08.000000+00:00\", \"2022-08-30 16:55:29.000000+00:00\", \"2021-08-10 11:40:52.000000+00:00\"], \"session_ids\": [\"9e29ed64-885f-45d5-8a2d-9cc55adc8b66\", \"392fe0af-b94f-4826-8e77-2d7a51f9f7ec\", \"7c134a93-bc60-46ea-a0da-92a3ece319ad\", \"778eb82e-e983-4343-9ab1-f1b2b6a3957f\", \"cff13988-12bf-4cdb-87a4-cf7b21185f69\"], \"total_duration\": 3394.0, \"total_sessions\": 5, \"mean_week_duration\": 26.31}, \"68219\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-21 08:10:40.000000+00:00\", \"2022-06-21 07:12:05.000000+00:00\", \"2019-03-19 17:32:46.000000+00:00\"], \"session_ids\": [\"cab02e23-ad96-4c00-a279-a4ac0af32386\", \"e7460ebe-ad14-4545-9889-43e1146a4c45\", \"f1e85585-27d0-4e03-877c-cd338508c7e2\"], \"total_duration\": 274.0, \"total_sessions\": 3, \"mean_week_duration\": 1.612}, \"82438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-30 10:22:44.000000+00:00\", \"2023-06-01 04:31:12.000000+00:00\"], \"session_ids\": [\"9b4aa8c5-318a-40c1-8d12-2506ad4bf14d\", \"eae2a4b0-df33-4356-b601-71bc9cf92db2\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 20.4}, \"80213\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-15 11:42:41.000000+00:00\", \"2019-05-29 02:34:34.000000+00:00\"], \"session_ids\": [\"1a34cbc7-de5d-45d9-b084-2ba85d5e7f3a\", \"ea6f0588-2548-4f5d-8b97-82ecd05e476e\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 3.485}, \"73277\": {\"keyflows\": {\"Sign In Flow\": 5, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-11 15:38:43.000000+00:00\", \"2020-06-23 19:11:47.000000+00:00\", \"2021-03-20 18:49:42.000000+00:00\", \"2022-11-23 14:24:54.000000+00:00\", \"2019-09-30 17:07:57.000000+00:00\", \"2022-02-02 12:13:59.000000+00:00\", \"2022-10-04 14:11:02.000000+00:00\", \"2023-03-26 08:19:11.000000+00:00\"], \"session_ids\": [\"89d82b84-180d-4a9a-84a9-49dffd477786\", \"c3edb72d-fda6-42ab-a554-ba23d676ca67\", \"37c98381-74c5-4df8-9a84-810c556b6051\", \"c8af4984-8b95-4a4c-be8f-a1e314bbcf1d\", \"10356cad-3020-41c4-905b-096de2eca113\", \"b11e7b30-ed46-4f51-9576-8593ee22ab36\", \"4710b064-9db5-4f03-95bb-0e32e8a2cf3c\", \"5baefba1-8a2b-4c3b-aa0d-7e545fd0aad7\"], \"total_duration\": 8704.0, \"total_sessions\": 8, \"mean_week_duration\": 39.564}, \"46155\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-21 05:51:05.000000+00:00\", \"2023-04-19 02:39:52.000000+00:00\"], \"session_ids\": [\"d2f1d772-23cc-41f6-9072-c97d916c0cab\", \"a52a0d4c-b946-4f26-a615-67a9e7be56b3\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 0.994}, \"44036\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-26 06:18:53.000000+00:00\", \"2020-06-09 09:15:53.000000+00:00\"], \"session_ids\": [\"f13c6a60-dc7f-4caa-b9fd-8cb33a36f259\", \"b836c9ac-51b4-482a-841c-3f6bfbb2448f\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 31.5}, \"46008\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-21 02:02:26.000000+00:00\", \"2022-12-28 16:07:48.000000+00:00\"], \"session_ids\": [\"2f42f632-1499-4541-846e-b0cbfd0c0881\", \"e567b6a4-81d7-4841-8f74-835a9f6316a2\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 2.395}, \"5930\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-03 03:14:46.000000+00:00\", \"2019-05-29 01:45:55.000000+00:00\"], \"session_ids\": [\"e800bb93-0468-4623-aeaf-2d4c67e5db13\", \"566bd033-9d91-48f6-8747-6c9c2dbdfea3\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 39.3}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 2 and are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[2, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-30 10:22:44.000000+00:00\", \"2023-06-01 04:31:12.000000+00:00\"], \"session_ids\": [\"9b4aa8c5-318a-40c1-8d12-2506ad4bf14d\", \"eae2a4b0-df33-4356-b601-71bc9cf92db2\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 20.4}, \"80213\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-15 11:42:41.000000+00:00\", \"2019-05-29 02:34:34.000000+00:00\"], \"session_ids\": [\"1a34cbc7-de5d-45d9-b084-2ba85d5e7f3a\", \"ea6f0588-2548-4f5d-8b97-82ecd05e476e\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 3.485}, \"46155\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-21 05:51:05.000000+00:00\", \"2023-04-19 02:39:52.000000+00:00\"], \"session_ids\": [\"d2f1d772-23cc-41f6-9072-c97d916c0cab\", \"a52a0d4c-b946-4f26-a615-67a9e7be56b3\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 0.994}, \"44036\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-26 06:18:53.000000+00:00\", \"2020-06-09 09:15:53.000000+00:00\"], \"session_ids\": [\"f13c6a60-dc7f-4caa-b9fd-8cb33a36f259\", \"b836c9ac-51b4-482a-841c-3f6bfbb2448f\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 31.5}, \"46008\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-21 02:02:26.000000+00:00\", \"2022-12-28 16:07:48.000000+00:00\"], \"session_ids\": [\"2f42f632-1499-4541-846e-b0cbfd0c0881\", \"e567b6a4-81d7-4841-8f74-835a9f6316a2\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 2.395}, \"5930\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-03 03:14:46.000000+00:00\", \"2019-05-29 01:45:55.000000+00:00\"], \"session_ids\": [\"e800bb93-0468-4623-aeaf-2d4c67e5db13\", \"566bd033-9d91-48f6-8747-6c9c2dbdfea3\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 39.3}, \"13573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"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\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-15 06:23:45.000000+00:00\", \"2022-01-17 21:32:51.000000+00:00\", \"2022-05-28 22:31:08.000000+00:00\", \"2022-08-30 16:55:29.000000+00:00\", \"2021-08-10 11:40:52.000000+00:00\"], \"session_ids\": [\"9e29ed64-885f-45d5-8a2d-9cc55adc8b66\", \"392fe0af-b94f-4826-8e77-2d7a51f9f7ec\", \"7c134a93-bc60-46ea-a0da-92a3ece319ad\", \"778eb82e-e983-4343-9ab1-f1b2b6a3957f\", \"cff13988-12bf-4cdb-87a4-cf7b21185f69\"], \"total_duration\": 3394.0, \"total_sessions\": 5, \"mean_week_duration\": 26.31}, \"73277\": {\"keyflows\": {\"Sign In Flow\": 5, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-11 15:38:43.000000+00:00\", \"2020-06-23 19:11:47.000000+00:00\", \"2021-03-20 18:49:42.000000+00:00\", \"2022-11-23 14:24:54.000000+00:00\", \"2019-09-30 17:07:57.000000+00:00\", \"2022-02-02 12:13:59.000000+00:00\", \"2022-10-04 14:11:02.000000+00:00\", \"2023-03-26 08:19:11.000000+00:00\"], \"session_ids\": [\"89d82b84-180d-4a9a-84a9-49dffd477786\", \"c3edb72d-fda6-42ab-a554-ba23d676ca67\", \"37c98381-74c5-4df8-9a84-810c556b6051\", \"c8af4984-8b95-4a4c-be8f-a1e314bbcf1d\", \"10356cad-3020-41c4-905b-096de2eca113\", \"b11e7b30-ed46-4f51-9576-8593ee22ab36\", \"4710b064-9db5-4f03-95bb-0e32e8a2cf3c\", \"5baefba1-8a2b-4c3b-aa0d-7e545fd0aad7\"], \"total_duration\": 8704.0, \"total_sessions\": 8, \"mean_week_duration\": 39.564}}\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[{\"13573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"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\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-15 06:23:45.000000+00:00\", \"2022-01-17 21:32:51.000000+00:00\", \"2022-05-28 22:31:08.000000+00:00\", \"2022-08-30 16:55:29.000000+00:00\", \"2021-08-10 11:40:52.000000+00:00\"], \"session_ids\": [\"9e29ed64-885f-45d5-8a2d-9cc55adc8b66\", \"392fe0af-b94f-4826-8e77-2d7a51f9f7ec\", \"7c134a93-bc60-46ea-a0da-92a3ece319ad\", \"778eb82e-e983-4343-9ab1-f1b2b6a3957f\", \"cff13988-12bf-4cdb-87a4-cf7b21185f69\"], \"total_duration\": 3394.0, \"total_sessions\": 5, \"mean_week_duration\": 26.31}}, {\"46155\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-21 05:51:05.000000+00:00\", \"2023-04-19 02:39:52.000000+00:00\"], \"session_ids\": [\"d2f1d772-23cc-41f6-9072-c97d916c0cab\", \"a52a0d4c-b946-4f26-a615-67a9e7be56b3\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 0.994}}, {\"80213\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-15 11:42:41.000000+00:00\", \"2019-05-29 02:34:34.000000+00:00\"], \"session_ids\": [\"1a34cbc7-de5d-45d9-b084-2ba85d5e7f3a\", \"ea6f0588-2548-4f5d-8b97-82ecd05e476e\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 3.485}}, {\"46008\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-21 02:02:26.000000+00:00\", \"2022-12-28 16:07:48.000000+00:00\"], \"session_ids\": [\"2f42f632-1499-4541-846e-b0cbfd0c0881\", \"e567b6a4-81d7-4841-8f74-835a9f6316a2\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 2.395}}, {\"44036\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-26 06:18:53.000000+00:00\", \"2020-06-09 09:15:53.000000+00:00\"], \"session_ids\": [\"f13c6a60-dc7f-4caa-b9fd-8cb33a36f259\", \"b836c9ac-51b4-482a-841c-3f6bfbb2448f\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 31.5}}, {\"5930\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-03 03:14:46.000000+00:00\", \"2019-05-29 01:45:55.000000+00:00\"], \"session_ids\": [\"e800bb93-0468-4623-aeaf-2d4c67e5db13\", \"566bd033-9d91-48f6-8747-6c9c2dbdfea3\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 39.3}}, {\"73277\": {\"keyflows\": {\"Sign In Flow\": 5, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-11 15:38:43.000000+00:00\", \"2020-06-23 19:11:47.000000+00:00\", \"2021-03-20 18:49:42.000000+00:00\", \"2022-11-23 14:24:54.000000+00:00\", \"2019-09-30 17:07:57.000000+00:00\", \"2022-02-02 12:13:59.000000+00:00\", \"2022-10-04 14:11:02.000000+00:00\", \"2023-03-26 08:19:11.000000+00:00\"], \"session_ids\": [\"89d82b84-180d-4a9a-84a9-49dffd477786\", \"c3edb72d-fda6-42ab-a554-ba23d676ca67\", \"37c98381-74c5-4df8-9a84-810c556b6051\", \"c8af4984-8b95-4a4c-be8f-a1e314bbcf1d\", \"10356cad-3020-41c4-905b-096de2eca113\", \"b11e7b30-ed46-4f51-9576-8593ee22ab36\", \"4710b064-9db5-4f03-95bb-0e32e8a2cf3c\", \"5baefba1-8a2b-4c3b-aa0d-7e545fd0aad7\"], \"total_duration\": 8704.0, \"total_sessions\": 8, \"mean_week_duration\": 39.564}}, {\"82438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-30 10:22:44.000000+00:00\", \"2023-06-01 04:31:12.000000+00:00\"], \"session_ids\": [\"9b4aa8c5-318a-40c1-8d12-2506ad4bf14d\", \"eae2a4b0-df33-4356-b601-71bc9cf92db2\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 20.4}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"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\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-15 06:23:45.000000+00:00\", \"2022-01-17 21:32:51.000000+00:00\", \"2022-05-28 22:31:08.000000+00:00\", \"2022-08-30 16:55:29.000000+00:00\", \"2021-08-10 11:40:52.000000+00:00\"], \"session_ids\": [\"9e29ed64-885f-45d5-8a2d-9cc55adc8b66\", \"392fe0af-b94f-4826-8e77-2d7a51f9f7ec\", \"7c134a93-bc60-46ea-a0da-92a3ece319ad\", \"778eb82e-e983-4343-9ab1-f1b2b6a3957f\", \"cff13988-12bf-4cdb-87a4-cf7b21185f69\"], \"total_duration\": 3394.0, \"total_sessions\": 5, \"mean_week_duration\": 26.31}}, {\"46155\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-21 05:51:05.000000+00:00\", \"2023-04-19 02:39:52.000000+00:00\"], \"session_ids\": [\"d2f1d772-23cc-41f6-9072-c97d916c0cab\", \"a52a0d4c-b946-4f26-a615-67a9e7be56b3\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 0.994}}, {\"80213\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-15 11:42:41.000000+00:00\", \"2019-05-29 02:34:34.000000+00:00\"], \"session_ids\": [\"1a34cbc7-de5d-45d9-b084-2ba85d5e7f3a\", \"ea6f0588-2548-4f5d-8b97-82ecd05e476e\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 3.485}}]\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[{\"13573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"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\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-15 06:23:45.000000+00:00\", \"2022-01-17 21:32:51.000000+00:00\", \"2022-05-28 22:31:08.000000+00:00\", \"2022-08-30 16:55:29.000000+00:00\", \"2021-08-10 11:40:52.000000+00:00\"], \"session_ids\": [\"9e29ed64-885f-45d5-8a2d-9cc55adc8b66\", \"392fe0af-b94f-4826-8e77-2d7a51f9f7ec\", \"7c134a93-bc60-46ea-a0da-92a3ece319ad\", \"778eb82e-e983-4343-9ab1-f1b2b6a3957f\", \"cff13988-12bf-4cdb-87a4-cf7b21185f69\"], \"total_duration\": 3394.0, \"total_sessions\": 5, \"mean_week_duration\": 26.31}}, {\"46155\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-21 05:51:05.000000+00:00\", \"2023-04-19 02:39:52.000000+00:00\"], \"session_ids\": [\"d2f1d772-23cc-41f6-9072-c97d916c0cab\", \"a52a0d4c-b946-4f26-a615-67a9e7be56b3\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 0.994}}, {\"80213\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-15 11:42:41.000000+00:00\", \"2019-05-29 02:34:34.000000+00:00\"], \"session_ids\": [\"1a34cbc7-de5d-45d9-b084-2ba85d5e7f3a\", \"ea6f0588-2548-4f5d-8b97-82ecd05e476e\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 3.485}}]\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 5 users who are currently living in cities Mumbai, Paris, Tegucigalpa and in addition carry out sorting by town title desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-12 22:16:35.000000+00:00\", \"2019-05-10 07:39:19.000000+00:00\", \"2020-03-30 04:39:55.000000+00:00\", \"2020-01-23 20:19:03.000000+00:00\", \"2023-05-26 23:11:48.000000+00:00\"], \"session_ids\": [\"f11caf10-a832-48de-bc09-5985493ddab6\", \"aa9238e1-3205-4160-a087-e260523c6dc2\", \"545d4eaa-5166-409c-88cd-4a1908e7b6f4\", \"2f31ec50-595b-4493-a6c0-9cd0e01d26b2\", \"bfc45d7b-99ce-483c-92c6-3e475bd7eb99\"], \"total_duration\": 656.0, \"total_sessions\": 5, \"mean_week_duration\": 3.109}, \"82012\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-04 17:58:38.000000+00:00\", \"2020-06-15 14:44:00.000000+00:00\", \"2022-04-25 19:25:32.000000+00:00\"], \"session_ids\": [\"2158b78e-85c9-444a-9ac4-54729fac1947\", \"8ae29a9d-8257-439e-9958-f61120a8216c\", \"9cd506c5-7d4c-4bc9-b78e-67dbcf57b43c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 11.206}, \"8333\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-02 20:52:06.000000+00:00\", \"2019-03-26 19:55:42.000000+00:00\"], \"session_ids\": [\"ac26a8f9-3041-4d96-a9eb-cea148b59714\", \"a489c426-8b67-42cb-8228-12950c229708\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 3.6}, \"91441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-16 10:34:30.000000+00:00\", \"2019-10-11 19:10:50.000000+00:00\"], \"session_ids\": [\"28708020-e851-4776-83fb-f99cb7c02f74\", \"0e81dce1-e255-49f1-b829-3ca257aae3d1\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 1.6}, \"43238\": {\"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\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-09 07:43:36.000000+00:00\", \"2020-02-19 08:03:02.000000+00:00\"], \"session_ids\": [\"d9893bae-9556-4c31-84f8-b1c019eabd01\", \"6673ddbc-0b77-4eaa-a642-38daa7333b8a\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}, \"18452\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-08 07:14:52.000000+00:00\", \"2019-05-05 22:12:28.000000+00:00\"], \"session_ids\": [\"774445ee-81df-4a50-8d64-93c33146ea39\", \"13c6480c-a759-4c14-8fa4-5cbdf09d4ccc\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 2.262}, \"5949\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-01-01 21:56:10.000000+00:00\", \"2022-05-10 01:36:08.000000+00:00\"], \"session_ids\": [\"b12401e5-2deb-4fa2-a178-22d9bd97e7a5\", \"e4c9d45a-8653-4ae4-8dcb-972aefe90be7\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 4.944}, \"73661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-22 21:48:18.000000+00:00\", \"2019-06-01 03:34:07.000000+00:00\"], \"session_ids\": [\"40d43e08-c24e-4d3e-86d3-cb7a13d50be4\", \"91e27925-4ef4-4678-8a16-a4dfd0df74ad\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 0.794}, \"77992\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-10-30 07:55:03.000000+00:00\", \"2019-08-29 15:00:47.000000+00:00\", \"2022-10-11 04:53:25.000000+00:00\"], \"session_ids\": [\"f7f902e1-237f-4f4e-9f26-c5aba5b3d166\", \"740e0c55-028c-4b6a-a961-bdb97812f938\", \"981e1782-2803-42ea-8e36-5a2b0160c5b9\"], \"total_duration\": 822.0, \"total_sessions\": 3, \"mean_week_duration\": 5.043}, \"85240\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-21 00:25:15.000000+00:00\", \"2022-07-11 21:03:38.000000+00:00\", \"2019-12-19 07:12:06.000000+00:00\", \"2022-11-26 08:56:58.000000+00:00\", \"2022-07-17 13:00:40.000000+00:00\", \"2022-07-26 20:44:10.000000+00:00\"], \"session_ids\": [\"440d942b-ea5d-4d3a-9ee3-60ae814ece9c\", \"bb7639bd-2126-49f8-9af8-25f579a154a1\", \"f673a271-0b41-4c4b-93f7-4ef8b564b92f\", \"c3fa2c25-96fa-4236-8f12-4556b64f4d42\", \"f89fee21-32f9-49c8-9ece-39023b6f777c\", \"9f7149c0-abe9-4dcc-85bb-491adc6959f0\"], \"total_duration\": 5245.0, \"total_sessions\": 6, \"mean_week_duration\": 30.853}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Mumbai, Parare, Tegucigalpa"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Mumbai\", \"Paris\", \"Tegucigalpa\"]]}}}\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 want to know about 3 users with a total amount of duration that is <= 588 in addition sort by urban center name in desc order in addition save only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94896\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-13 15:25:27.000000+00:00\", \"2021-05-27 10:44:46.000000+00:00\"], \"session_ids\": [\"00a19458-eab3-4e04-b9d6-eaf4f7a14c36\", \"062f7735-bf62-43d5-a332-2e399ed5410d\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.278}, \"93666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-11-23 03:20:55.000000+00:00\", \"2020-06-24 23:41:04.000000+00:00\", \"2023-05-05 13:05:21.000000+00:00\", \"2019-01-17 11:46:16.000000+00:00\"], \"session_ids\": [\"844586ef-8bb8-4b15-a872-2b12f97a8ecb\", \"a6dfda49-e704-45d1-bb23-5fb73268b767\", \"d1e7af1f-3e70-4348-bcf2-8c94be47d847\", \"091383b1-a500-4ccb-b9b3-ffffdd1636e3\"], \"total_duration\": 178.0, \"total_sessions\": 4, \"mean_week_duration\": 0.791}, \"4909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-04 09:36:11.000000+00:00\", \"2022-02-08 01:53:22.000000+00:00\", \"2020-01-11 09:07:44.000000+00:00\", \"2021-03-19 08:39:41.000000+00:00\", \"2022-01-18 21:11:17.000000+00:00\", \"2022-06-07 15:06:00.000000+00:00\"], \"session_ids\": [\"6153e703-176a-40ce-9d4c-0810826d175b\", \"03f0e684-abe3-47a1-ad43-bc17bd0ec3c8\", \"f2d18e72-73fe-46bb-ba51-6430ed4efe8e\", \"ecfc3801-922a-498b-b191-d6dd50935b8b\", \"338103ed-f3d8-4a79-b243-4e127cefcd9e\", \"1645cf6b-1a1c-497e-94c1-753d06601170\"], \"total_duration\": 106.0, \"total_sessions\": 6, \"mean_week_duration\": 0.711}, \"74151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-29 20:38:47.000000+00:00\", \"2019-02-09 00:55:26.000000+00:00\"], \"session_ids\": [\"6e2466b3-a46f-4046-9767-17962cfe544a\", \"0a3a35ff-9a08-4563-ac1b-83083ec5fb44\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 1.683}, \"42981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-10 01:29:14.000000+00:00\", \"2020-02-28 09:01:51.000000+00:00\"], \"session_ids\": [\"aa3c4d14-37e0-4d35-bd62-a51e78e0911c\", \"aef2365a-4f1d-4abf-a3a3-e1f756927c3c\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 3.064}, \"56427\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 02:46:46.000000+00:00\", \"2022-10-30 01:44:46.000000+00:00\", \"2023-06-29 22:16:04.000000+00:00\", \"2020-03-02 01:06:10.000000+00:00\", \"2019-12-31 02:40:56.000000+00:00\", \"2022-09-17 05:24:34.000000+00:00\", \"2021-06-03 20:09:23.000000+00:00\", \"2021-01-03 02:06:42.000000+00:00\"], \"session_ids\": [\"d90d55c6-ef65-47dc-b5ec-3239eca2d9df\", \"9bf35b0a-c9cd-4247-8db2-46518d25179d\", \"2386ef29-bd19-4f23-afec-e526e50e5ce8\", \"2a818034-9124-4587-b4c5-ddd197834450\", \"45578e02-948e-4643-8b1e-59699b89dd2c\", \"9957c95d-1551-42c3-a057-593528c9b318\", \"434f7332-8632-4c24-870a-9efa5e02576b\", \"6074b47b-f2b3-48a5-bbab-46393cc95e7f\"], \"total_duration\": 350.0, \"total_sessions\": 8, \"mean_week_duration\": 1.913}, \"5462\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-10 15:40:06.000000+00:00\", \"2019-03-08 06:12:00.000000+00:00\"], \"session_ids\": [\"cc198481-8dd5-4376-8944-57dc0823a56c\", \"c928ccb4-3702-4afc-9a9e-2d8d26203443\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.018}, \"89348\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-22 09:52:46.000000+00:00\", \"2023-01-27 04:26:53.000000+00:00\"], \"session_ids\": [\"34aa5827-1757-45b4-8b54-ce22bae571cc\", \"27323997-46b8-4b25-9524-7c7e90808ef4\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.242}, \"39709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-08 13:34:25.000000+00:00\", \"2022-03-10 20:28:24.000000+00:00\", \"2021-06-30 17:11:01.000000+00:00\"], \"session_ids\": [\"7c6a248b-cb01-42ff-9982-5ab40b45eda5\", \"9f4d1d1d-4873-419a-afac-1ea36be4eedf\", \"9b828a95-8625-4a77-b038-2700243ccc4d\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.2}, \"78031\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-27 19:35:54.000000+00:00\", \"2019-05-24 15:12:47.000000+00:00\"], \"session_ids\": [\"5b0cdf88-c2db-4231-9815-376cd1711f94\", \"fbe4c156-4de9-4c7f-9aaa-52c8b688e6d8\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 588"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[588, 2693]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94896\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-13 15:25:27.000000+00:00\", \"2021-05-27 10:44:46.000000+00:00\"], \"session_ids\": [\"00a19458-eab3-4e04-b9d6-eaf4f7a14c36\", \"062f7735-bf62-43d5-a332-2e399ed5410d\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.278}, \"93666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-11-23 03:20:55.000000+00:00\", \"2020-06-24 23:41:04.000000+00:00\", \"2023-05-05 13:05:21.000000+00:00\", \"2019-01-17 11:46:16.000000+00:00\"], \"session_ids\": [\"844586ef-8bb8-4b15-a872-2b12f97a8ecb\", \"a6dfda49-e704-45d1-bb23-5fb73268b767\", \"d1e7af1f-3e70-4348-bcf2-8c94be47d847\", \"091383b1-a500-4ccb-b9b3-ffffdd1636e3\"], \"total_duration\": 178.0, \"total_sessions\": 4, \"mean_week_duration\": 0.791}, \"4909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-04 09:36:11.000000+00:00\", \"2022-02-08 01:53:22.000000+00:00\", \"2020-01-11 09:07:44.000000+00:00\", \"2021-03-19 08:39:41.000000+00:00\", \"2022-01-18 21:11:17.000000+00:00\", \"2022-06-07 15:06:00.000000+00:00\"], \"session_ids\": [\"6153e703-176a-40ce-9d4c-0810826d175b\", \"03f0e684-abe3-47a1-ad43-bc17bd0ec3c8\", \"f2d18e72-73fe-46bb-ba51-6430ed4efe8e\", \"ecfc3801-922a-498b-b191-d6dd50935b8b\", \"338103ed-f3d8-4a79-b243-4e127cefcd9e\", \"1645cf6b-1a1c-497e-94c1-753d06601170\"], \"total_duration\": 106.0, \"total_sessions\": 6, \"mean_week_duration\": 0.711}, \"74151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-29 20:38:47.000000+00:00\", \"2019-02-09 00:55:26.000000+00:00\"], \"session_ids\": [\"6e2466b3-a46f-4046-9767-17962cfe544a\", \"0a3a35ff-9a08-4563-ac1b-83083ec5fb44\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 1.683}, \"42981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-10 01:29:14.000000+00:00\", \"2020-02-28 09:01:51.000000+00:00\"], \"session_ids\": [\"aa3c4d14-37e0-4d35-bd62-a51e78e0911c\", \"aef2365a-4f1d-4abf-a3a3-e1f756927c3c\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 3.064}, \"56427\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 02:46:46.000000+00:00\", \"2022-10-30 01:44:46.000000+00:00\", \"2023-06-29 22:16:04.000000+00:00\", \"2020-03-02 01:06:10.000000+00:00\", \"2019-12-31 02:40:56.000000+00:00\", \"2022-09-17 05:24:34.000000+00:00\", \"2021-06-03 20:09:23.000000+00:00\", \"2021-01-03 02:06:42.000000+00:00\"], \"session_ids\": [\"d90d55c6-ef65-47dc-b5ec-3239eca2d9df\", \"9bf35b0a-c9cd-4247-8db2-46518d25179d\", \"2386ef29-bd19-4f23-afec-e526e50e5ce8\", \"2a818034-9124-4587-b4c5-ddd197834450\", \"45578e02-948e-4643-8b1e-59699b89dd2c\", \"9957c95d-1551-42c3-a057-593528c9b318\", \"434f7332-8632-4c24-870a-9efa5e02576b\", \"6074b47b-f2b3-48a5-bbab-46393cc95e7f\"], \"total_duration\": 350.0, \"total_sessions\": 8, \"mean_week_duration\": 1.913}, \"5462\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-10 15:40:06.000000+00:00\", \"2019-03-08 06:12:00.000000+00:00\"], \"session_ids\": [\"cc198481-8dd5-4376-8944-57dc0823a56c\", \"c928ccb4-3702-4afc-9a9e-2d8d26203443\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.018}, \"89348\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-22 09:52:46.000000+00:00\", \"2023-01-27 04:26:53.000000+00:00\"], \"session_ids\": [\"34aa5827-1757-45b4-8b54-ce22bae571cc\", \"27323997-46b8-4b25-9524-7c7e90808ef4\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.242}, \"39709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-08 13:34:25.000000+00:00\", \"2022-03-10 20:28:24.000000+00:00\", \"2021-06-30 17:11:01.000000+00:00\"], \"session_ids\": [\"7c6a248b-cb01-42ff-9982-5ab40b45eda5\", \"9f4d1d1d-4873-419a-afac-1ea36be4eedf\", \"9b828a95-8625-4a77-b038-2700243ccc4d\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.2}, \"78031\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-27 19:35:54.000000+00:00\", \"2019-05-24 15:12:47.000000+00:00\"], \"session_ids\": [\"5b0cdf88-c2db-4231-9815-376cd1711f94\", \"fbe4c156-4de9-4c7f-9aaa-52c8b688e6d8\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56427\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 02:46:46.000000+00:00\", \"2022-10-30 01:44:46.000000+00:00\", \"2023-06-29 22:16:04.000000+00:00\", \"2020-03-02 01:06:10.000000+00:00\", \"2019-12-31 02:40:56.000000+00:00\", \"2022-09-17 05:24:34.000000+00:00\", \"2021-06-03 20:09:23.000000+00:00\", \"2021-01-03 02:06:42.000000+00:00\"], \"session_ids\": [\"d90d55c6-ef65-47dc-b5ec-3239eca2d9df\", \"9bf35b0a-c9cd-4247-8db2-46518d25179d\", \"2386ef29-bd19-4f23-afec-e526e50e5ce8\", \"2a818034-9124-4587-b4c5-ddd197834450\", \"45578e02-948e-4643-8b1e-59699b89dd2c\", \"9957c95d-1551-42c3-a057-593528c9b318\", \"434f7332-8632-4c24-870a-9efa5e02576b\", \"6074b47b-f2b3-48a5-bbab-46393cc95e7f\"], \"total_duration\": 350.0, \"total_sessions\": 8, \"mean_week_duration\": 1.913}}, {\"74151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-29 20:38:47.000000+00:00\", \"2019-02-09 00:55:26.000000+00:00\"], \"session_ids\": [\"6e2466b3-a46f-4046-9767-17962cfe544a\", \"0a3a35ff-9a08-4563-ac1b-83083ec5fb44\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 1.683}}, {\"89348\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-22 09:52:46.000000+00:00\", \"2023-01-27 04:26:53.000000+00:00\"], \"session_ids\": [\"34aa5827-1757-45b4-8b54-ce22bae571cc\", \"27323997-46b8-4b25-9524-7c7e90808ef4\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.242}}, {\"5462\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-10 15:40:06.000000+00:00\", \"2019-03-08 06:12:00.000000+00:00\"], \"session_ids\": [\"cc198481-8dd5-4376-8944-57dc0823a56c\", \"c928ccb4-3702-4afc-9a9e-2d8d26203443\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.018}}, {\"94896\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-13 15:25:27.000000+00:00\", \"2021-05-27 10:44:46.000000+00:00\"], \"session_ids\": [\"00a19458-eab3-4e04-b9d6-eaf4f7a14c36\", \"062f7735-bf62-43d5-a332-2e399ed5410d\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.278}}, {\"39709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-08 13:34:25.000000+00:00\", \"2022-03-10 20:28:24.000000+00:00\", \"2021-06-30 17:11:01.000000+00:00\"], \"session_ids\": [\"7c6a248b-cb01-42ff-9982-5ab40b45eda5\", \"9f4d1d1d-4873-419a-afac-1ea36be4eedf\", \"9b828a95-8625-4a77-b038-2700243ccc4d\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.2}}, {\"42981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-10 01:29:14.000000+00:00\", \"2020-02-28 09:01:51.000000+00:00\"], \"session_ids\": [\"aa3c4d14-37e0-4d35-bd62-a51e78e0911c\", \"aef2365a-4f1d-4abf-a3a3-e1f756927c3c\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 3.064}}, {\"4909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-04 09:36:11.000000+00:00\", \"2022-02-08 01:53:22.000000+00:00\", \"2020-01-11 09:07:44.000000+00:00\", \"2021-03-19 08:39:41.000000+00:00\", \"2022-01-18 21:11:17.000000+00:00\", \"2022-06-07 15:06:00.000000+00:00\"], \"session_ids\": [\"6153e703-176a-40ce-9d4c-0810826d175b\", \"03f0e684-abe3-47a1-ad43-bc17bd0ec3c8\", \"f2d18e72-73fe-46bb-ba51-6430ed4efe8e\", \"ecfc3801-922a-498b-b191-d6dd50935b8b\", \"338103ed-f3d8-4a79-b243-4e127cefcd9e\", \"1645cf6b-1a1c-497e-94c1-753d06601170\"], \"total_duration\": 106.0, \"total_sessions\": 6, \"mean_week_duration\": 0.711}}, {\"78031\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-27 19:35:54.000000+00:00\", \"2019-05-24 15:12:47.000000+00:00\"], \"session_ids\": [\"5b0cdf88-c2db-4231-9815-376cd1711f94\", \"fbe4c156-4de9-4c7f-9aaa-52c8b688e6d8\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}}, {\"93666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-11-23 03:20:55.000000+00:00\", \"2020-06-24 23:41:04.000000+00:00\", \"2023-05-05 13:05:21.000000+00:00\", \"2019-01-17 11:46:16.000000+00:00\"], \"session_ids\": [\"844586ef-8bb8-4b15-a872-2b12f97a8ecb\", \"a6dfda49-e704-45d1-bb23-5fb73268b767\", \"d1e7af1f-3e70-4348-bcf2-8c94be47d847\", \"091383b1-a500-4ccb-b9b3-ffffdd1636e3\"], \"total_duration\": 178.0, \"total_sessions\": 4, \"mean_week_duration\": 0.791}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56427\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 02:46:46.000000+00:00\", \"2022-10-30 01:44:46.000000+00:00\", \"2023-06-29 22:16:04.000000+00:00\", \"2020-03-02 01:06:10.000000+00:00\", \"2019-12-31 02:40:56.000000+00:00\", \"2022-09-17 05:24:34.000000+00:00\", \"2021-06-03 20:09:23.000000+00:00\", \"2021-01-03 02:06:42.000000+00:00\"], \"session_ids\": [\"d90d55c6-ef65-47dc-b5ec-3239eca2d9df\", \"9bf35b0a-c9cd-4247-8db2-46518d25179d\", \"2386ef29-bd19-4f23-afec-e526e50e5ce8\", \"2a818034-9124-4587-b4c5-ddd197834450\", \"45578e02-948e-4643-8b1e-59699b89dd2c\", \"9957c95d-1551-42c3-a057-593528c9b318\", \"434f7332-8632-4c24-870a-9efa5e02576b\", \"6074b47b-f2b3-48a5-bbab-46393cc95e7f\"], \"total_duration\": 350.0, \"total_sessions\": 8, \"mean_week_duration\": 1.913}}, {\"74151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-29 20:38:47.000000+00:00\", \"2019-02-09 00:55:26.000000+00:00\"], \"session_ids\": [\"6e2466b3-a46f-4046-9767-17962cfe544a\", \"0a3a35ff-9a08-4563-ac1b-83083ec5fb44\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 1.683}}, {\"89348\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-22 09:52:46.000000+00:00\", \"2023-01-27 04:26:53.000000+00:00\"], \"session_ids\": [\"34aa5827-1757-45b4-8b54-ce22bae571cc\", \"27323997-46b8-4b25-9524-7c7e90808ef4\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.242}}]\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[{\"56427\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 02:46:46.000000+00:00\", \"2022-10-30 01:44:46.000000+00:00\", \"2023-06-29 22:16:04.000000+00:00\", \"2020-03-02 01:06:10.000000+00:00\", \"2019-12-31 02:40:56.000000+00:00\", \"2022-09-17 05:24:34.000000+00:00\", \"2021-06-03 20:09:23.000000+00:00\", \"2021-01-03 02:06:42.000000+00:00\"], \"session_ids\": [\"d90d55c6-ef65-47dc-b5ec-3239eca2d9df\", \"9bf35b0a-c9cd-4247-8db2-46518d25179d\", \"2386ef29-bd19-4f23-afec-e526e50e5ce8\", \"2a818034-9124-4587-b4c5-ddd197834450\", \"45578e02-948e-4643-8b1e-59699b89dd2c\", \"9957c95d-1551-42c3-a057-593528c9b318\", \"434f7332-8632-4c24-870a-9efa5e02576b\", \"6074b47b-f2b3-48a5-bbab-46393cc95e7f\"], \"total_duration\": 350.0, \"total_sessions\": 8, \"mean_week_duration\": 1.913}}, {\"74151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-29 20:38:47.000000+00:00\", \"2019-02-09 00:55:26.000000+00:00\"], \"session_ids\": [\"6e2466b3-a46f-4046-9767-17962cfe544a\", \"0a3a35ff-9a08-4563-ac1b-83083ec5fb44\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 1.683}}, {\"89348\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-22 09:52:46.000000+00:00\", \"2023-01-27 04:26:53.000000+00:00\"], \"session_ids\": [\"34aa5827-1757-45b4-8b54-ce22bae571cc\", \"27323997-46b8-4b25-9524-7c7e90808ef4\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.242}}]\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 whose aver of time using the app per week is same as 11 additionaly perform sorting by total amount of duration from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-08-05 19:23:46.000000+00:00\", \"2023-04-29 10:23:09.000000+00:00\", \"2021-01-30 09:12:51.000000+00:00\"], \"session_ids\": [\"d3b955f4-3f19-4cd3-bd54-a7a850e54cf7\", \"ea6e91ec-968b-4c59-8481-2b52f182e7b1\", \"78bd24ff-21e1-4868-adb6-d86f84bac250\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.41}, \"42651\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-05-12 16:02:33.000000+00:00\", \"2020-01-01 15:49:20.000000+00:00\"], \"session_ids\": [\"245c2ad3-e1ee-4ff2-90e5-414ad6c7790f\", \"af01efdc-ee27-42ea-af49-95e15bd0aa14\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 3.353}, \"38710\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-04 22:13:38.000000+00:00\", \"2019-05-07 21:45:05.000000+00:00\"], \"session_ids\": [\"97bc2f40-e78a-470b-a170-0c744be8cb38\", \"605cac84-098a-43fa-8488-f9649014a582\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"76511\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-06-12 13:10:33.000000+00:00\", \"2023-01-16 07:54:45.000000+00:00\", \"2019-08-08 02:48:14.000000+00:00\"], \"session_ids\": [\"a363d1ad-89fd-4865-a85f-479996fe29d8\", \"26096ead-180c-4b0b-8540-353b3222437c\", \"6758aed0-f287-4bba-9fd8-eb3d350aaa3f\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 0.92}, \"81924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-25 05:59:03.000000+00:00\", \"2021-06-15 20:51:03.000000+00:00\", \"2021-07-26 13:09:25.000000+00:00\"], \"session_ids\": [\"348dcffb-705b-4537-89ee-5fe1623094d9\", \"acbcc9ac-2e27-4eb4-b12d-9be23caa5b14\", \"22d36e60-1903-4173-a1ab-42ca83560a4e\"], \"total_duration\": 200.0, \"total_sessions\": 3, \"mean_week_duration\": 13.333}, \"41119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-24 09:55:22.000000+00:00\", \"2020-06-18 02:37:31.000000+00:00\", \"2022-05-17 19:26:46.000000+00:00\", \"2022-02-11 01:10:11.000000+00:00\", \"2019-10-12 12:43:38.000000+00:00\", \"2022-10-22 18:24:38.000000+00:00\", \"2020-07-06 23:08:14.000000+00:00\", \"2020-08-27 06:30:29.000000+00:00\", \"2020-08-12 22:46:13.000000+00:00\"], \"session_ids\": [\"47485007-f5ad-4a43-ae6b-0cc507e891c0\", \"83718165-29d1-4254-a740-2e5a5072032d\", \"179ec82d-cbf5-475f-bfcd-8ee31d88017d\", \"77a5dca4-ccf2-43ce-a789-fe32f70a3553\", \"10db788a-b33b-402e-8934-2f0480bcf3a3\", \"4e303689-898d-4338-99a4-66b15dc3b619\", \"65f4bca4-7004-4d04-8a2b-1018a3af2806\", \"c9d78343-f192-41d6-8b5f-14ec459961bb\", \"cb2c1d9b-b396-4d7d-8ca3-cc7d396e16b8\"], \"total_duration\": 281.0, \"total_sessions\": 9, \"mean_week_duration\": 1.778}, \"34368\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-08 15:45:26.000000+00:00\", \"2022-09-13 13:40:25.000000+00:00\", \"2022-07-22 01:22:38.000000+00:00\"], \"session_ids\": [\"6e0d4792-88b0-428b-8497-7aef6e1b5111\", \"294682b1-7b8d-4bbe-9408-ed0fcf237022\", \"2428ba8e-ee5f-43c8-ae96-a1c50513fa0b\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.81}, \"87196\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-03-21 10:29:44.000000+00:00\", \"2023-06-04 17:32:20.000000+00:00\", \"2021-07-29 20:47:33.000000+00:00\", \"2022-07-11 19:05:28.000000+00:00\", \"2022-03-21 08:33:28.000000+00:00\", \"2022-06-04 10:48:14.000000+00:00\", \"2021-01-09 13:23:39.000000+00:00\", \"2021-03-13 22:06:00.000000+00:00\"], \"session_ids\": [\"1abe603b-6ba1-4ec8-abb3-779ce1f01c0b\", \"7eb16e91-856c-42e9-a128-763de1491f23\", \"8dae489b-e7c5-4de3-bfb1-a4eb2dc3d51f\", \"803970e0-12f8-4558-8484-7ae8c8610d32\", \"17e1f9c0-4d43-4633-ae94-38384a90fa76\", \"dd97e633-765e-498d-89d1-9abfb73679e2\", \"8564f447-8c3c-40c6-9d7d-4b38f7dc7fc4\", \"89b937bf-e7de-47ae-a349-44fac24af1aa\"], \"total_duration\": 2300.0, \"total_sessions\": 8, \"mean_week_duration\": 10.455}, \"11124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"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\": \"Santiago\", \"datetimes\": [\"2023-06-13 20:57:18.000000+00:00\", \"2020-03-15 17:10:38.000000+00:00\"], \"session_ids\": [\"6b5cb763-aeae-4223-9ba7-dd4a3d0d0b7f\", \"a7fc8466-f859-496e-9432-5cf136532458\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}, \"34565\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-10-21 06:46:44.000000+00:00\", \"2022-02-28 19:14:08.000000+00:00\"], \"session_ids\": [\"f2f7f16e-dcd8-4062-8750-909457922a2c\", \"ca8ffa74-5b7a-4213-b72b-dc11ba7dc907\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.285}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 11"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 36]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users who are top users based on overall total duration and in addition perform sorting by time in app per week in asc 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{\"85194\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-11 19:00:35.000000+00:00\", \"2019-02-26 01:50:55.000000+00:00\"], \"session_ids\": [\"8954629f-3579-41ee-b07d-00df1e99af25\", \"707b790d-7c55-4d61-b16d-779a79349afe\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 16.364}, \"82810\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-29 03:19:34.000000+00:00\", \"2022-01-20 16:24:43.000000+00:00\"], \"session_ids\": [\"c16d321b-6c4e-4b7f-a5dd-471bbe9971a0\", \"c299660d-a95d-46fa-8cd6-64d4890981ce\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 9.8}, \"29066\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-08-05 05:33:22.000000+00:00\", \"2020-10-30 18:00:26.000000+00:00\"], \"session_ids\": [\"3bb1b292-6696-4c9e-99c8-4d2a68262551\", \"347cbc94-c216-4010-b553-9ff40e5acc26\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 4.631}, \"42148\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-01-10 12:26:39.000000+00:00\", \"2021-06-18 12:45:47.000000+00:00\"], \"session_ids\": [\"1b253512-6ec1-4c88-8795-14df6c1414cb\", \"2880af89-4af9-4b00-a50d-6299980f3359\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 4.987}, \"49051\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-23 06:06:23.000000+00:00\", \"2023-03-16 21:13:30.000000+00:00\", \"2019-06-10 17:48:57.000000+00:00\"], \"session_ids\": [\"cfee135e-2c37-4e76-bae9-c89c82234f50\", \"7445b00b-f79b-464e-a9f8-1c0f4d18237e\", \"16c6094b-fc78-4964-8d10-bbd306c1964d\"], \"total_duration\": 683.0, \"total_sessions\": 3, \"mean_week_duration\": 3.467}, \"84756\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-26 16:26:17.000000+00:00\", \"2020-01-15 04:31:34.000000+00:00\"], \"session_ids\": [\"c1eb2e84-643c-48fe-a397-bc5d5b2fdc90\", \"4d4602fe-5dc7-440a-80d1-ba194a621d0c\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 8.316}, \"56023\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-23 16:48:15.000000+00:00\", \"2020-09-15 09:06:17.000000+00:00\"], \"session_ids\": [\"a73d2d97-9302-4d71-8fa7-aad069f0ee7d\", \"0c6d84e1-1184-49ec-8a98-240ad99509fd\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 1.129}, \"96979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-22 05:55:15.000000+00:00\", \"2019-03-31 11:05:05.000000+00:00\"], \"session_ids\": [\"2ff3fc7e-c378-4369-a764-644744c186f7\", \"c220b592-7133-4303-826f-10df940bad99\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 8.688}, \"83217\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-27 23:57:07.000000+00:00\", \"2021-03-31 22:31:22.000000+00:00\"], \"session_ids\": [\"fc3132e1-2fac-4256-b1be-59d927b6685d\", \"8b349e2d-34a0-4425-8121-9c8dce2fcef8\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.48}, \"33110\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-12 09:25:03.000000+00:00\", \"2019-05-13 01:41:04.000000+00:00\", \"2021-06-08 00:48:52.000000+00:00\", \"2023-02-27 10:29:25.000000+00:00\", \"2021-08-04 19:51:44.000000+00:00\", \"2020-10-21 17:43:56.000000+00:00\"], \"session_ids\": [\"25790570-a095-4f50-850c-6c86a2b0fe8b\", \"c0f03f57-81e9-4984-8bd0-07f43122c0fc\", \"f227479b-01e2-4b09-900f-5da230b775ab\", \"61bfc160-9626-40be-b09d-7c75ede0c2c4\", \"0a51c40b-64ed-4d07-9315-e30474b19fe0\", \"347ea012-0445-4b18-92ac-5ffc5983bb8e\"], \"total_duration\": 246.0, \"total_sessions\": 6, \"mean_week_duration\": 1.177}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49051\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-23 06:06:23.000000+00:00\", \"2023-03-16 21:13:30.000000+00:00\", \"2019-06-10 17:48:57.000000+00:00\"], \"session_ids\": [\"cfee135e-2c37-4e76-bae9-c89c82234f50\", \"7445b00b-f79b-464e-a9f8-1c0f4d18237e\", \"16c6094b-fc78-4964-8d10-bbd306c1964d\"], \"total_duration\": 683.0, \"total_sessions\": 3, \"mean_week_duration\": 3.467}}, {\"82810\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-29 03:19:34.000000+00:00\", \"2022-01-20 16:24:43.000000+00:00\"], \"session_ids\": [\"c16d321b-6c4e-4b7f-a5dd-471bbe9971a0\", \"c299660d-a95d-46fa-8cd6-64d4890981ce\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 9.8}}, {\"42148\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-01-10 12:26:39.000000+00:00\", \"2021-06-18 12:45:47.000000+00:00\"], \"session_ids\": [\"1b253512-6ec1-4c88-8795-14df6c1414cb\", \"2880af89-4af9-4b00-a50d-6299980f3359\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 4.987}}]\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[{\"49051\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-23 06:06:23.000000+00:00\", \"2023-03-16 21:13:30.000000+00:00\", \"2019-06-10 17:48:57.000000+00:00\"], \"session_ids\": [\"cfee135e-2c37-4e76-bae9-c89c82234f50\", \"7445b00b-f79b-464e-a9f8-1c0f4d18237e\", \"16c6094b-fc78-4964-8d10-bbd306c1964d\"], \"total_duration\": 683.0, \"total_sessions\": 3, \"mean_week_duration\": 3.467}}, {\"42148\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-01-10 12:26:39.000000+00:00\", \"2021-06-18 12:45:47.000000+00:00\"], \"session_ids\": [\"1b253512-6ec1-4c88-8795-14df6c1414cb\", \"2880af89-4af9-4b00-a50d-6299980f3359\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 4.987}}, {\"82810\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-29 03:19:34.000000+00:00\", \"2022-01-20 16:24:43.000000+00:00\"], \"session_ids\": [\"c16d321b-6c4e-4b7f-a5dd-471bbe9971a0\", \"c299660d-a95d-46fa-8cd6-64d4890981ce\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 9.8}}]\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[{\"49051\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-23 06:06:23.000000+00:00\", \"2023-03-16 21:13:30.000000+00:00\", \"2019-06-10 17:48:57.000000+00:00\"], \"session_ids\": [\"cfee135e-2c37-4e76-bae9-c89c82234f50\", \"7445b00b-f79b-464e-a9f8-1c0f4d18237e\", \"16c6094b-fc78-4964-8d10-bbd306c1964d\"], \"total_duration\": 683.0, \"total_sessions\": 3, \"mean_week_duration\": 3.467}}, {\"42148\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-01-10 12:26:39.000000+00:00\", \"2021-06-18 12:45:47.000000+00:00\"], \"session_ids\": [\"1b253512-6ec1-4c88-8795-14df6c1414cb\", \"2880af89-4af9-4b00-a50d-6299980f3359\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 4.987}}, {\"82810\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-29 03:19:34.000000+00:00\", \"2022-01-20 16:24:43.000000+00:00\"], \"session_ids\": [\"c16d321b-6c4e-4b7f-a5dd-471bbe9971a0\", \"c299660d-a95d-46fa-8cd6-64d4890981ce\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 9.8}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 7 users who are not residents of city Madrid , do sorting by town naming from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27355\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-06-22 22:36:17.000000+00:00\", \"2021-01-02 06:08:10.000000+00:00\"], \"session_ids\": [\"597d1f3f-dad2-4179-bc89-39453a8b8775\", \"c7d49bd9-bb04-47ed-920a-787d7ef9eb2b\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}, \"3942\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-10 13:04:11.000000+00:00\", \"2019-10-27 22:04:11.000000+00:00\", \"2019-01-28 07:52:46.000000+00:00\", \"2022-05-18 00:52:36.000000+00:00\", \"2020-07-07 09:30:30.000000+00:00\", \"2020-09-02 12:05:18.000000+00:00\", \"2023-03-10 23:13:58.000000+00:00\"], \"session_ids\": [\"5639a886-de27-47a1-9825-45757684b3fe\", \"7c2a85ad-adbe-43bf-ba12-9602ba338838\", \"f0840236-1dca-4355-935c-44eaaea64eec\", \"3f1cc1a7-30a5-41c4-9def-d57fc9c1dff5\", \"a3044511-dc12-4058-9a40-20949906c7bd\", \"ef19aae8-3545-4a50-8255-0081a96d3f42\", \"fb2b42bd-fcba-4fed-a9a6-6934e5d4e2f9\"], \"total_duration\": 4791.0, \"total_sessions\": 7, \"mean_week_duration\": 22.284}, \"67585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-20 09:06:14.000000+00:00\", \"2019-03-19 23:38:52.000000+00:00\"], \"session_ids\": [\"bcd64ea8-6e1e-4f01-8779-0fb3ae5f55df\", \"2729a254-0896-4dde-b5ab-900b551b553d\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}, \"43231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-26 22:27:25.000000+00:00\", \"2021-05-25 13:46:40.000000+00:00\", \"2021-04-20 06:22:50.000000+00:00\", \"2019-03-03 19:28:04.000000+00:00\", \"2023-02-08 05:55:56.000000+00:00\"], \"session_ids\": [\"3223c5fd-d3f9-4ba9-9c53-e071943b411c\", \"575a434b-0b2f-4400-8bba-17d3de0a9516\", \"7bc2e3aa-1487-4f8e-8002-db07e1e8febd\", \"de451ef6-67ce-4c49-b301-c9d4b3e38ec3\", \"8b20e141-865c-4adf-bf49-3b66cc047115\"], \"total_duration\": 1270.0, \"total_sessions\": 5, \"mean_week_duration\": 6.165}, \"2404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-04 11:32:26.000000+00:00\", \"2021-12-20 15:59:45.000000+00:00\"], \"session_ids\": [\"db20ec8e-1fbd-4cfc-9fa4-5b122d98dc94\", \"8a289d62-2345-4e68-ac20-96880b2712ad\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 2.372}, \"94936\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-01-28 05:40:27.000000+00:00\", \"2020-09-11 09:47:43.000000+00:00\"], \"session_ids\": [\"e6883a7a-bdd0-42a7-a128-3f519314817a\", \"669c4616-584c-443e-9c36-6a9426ee290f\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 7.7}, \"96973\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-02-17 23:27:59.000000+00:00\", \"2020-02-10 13:51:01.000000+00:00\"], \"session_ids\": [\"5bdc35d0-66c7-42fb-897f-30abfdec232d\", \"17b76118-db6a-4dda-b72f-923c45eb7029\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.747}, \"23946\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-15 03:20:16.000000+00:00\", \"2021-10-23 23:23:44.000000+00:00\", \"2023-05-09 23:47:53.000000+00:00\"], \"session_ids\": [\"981e8d29-d0f0-49ba-8bab-74a976b183e6\", \"77eecb24-b003-4b85-8d89-64416541415e\", \"1bc03d44-5f50-4fb8-b1af-82fe1b8f09fc\"], \"total_duration\": 423.0, \"total_sessions\": 3, \"mean_week_duration\": 3.743}, \"11814\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-17 11:23:55.000000+00:00\", \"2020-10-13 12:16:25.000000+00:00\", \"2023-01-16 11:57:53.000000+00:00\", \"2020-11-05 17:04:20.000000+00:00\", \"2019-01-29 11:33:56.000000+00:00\", \"2022-07-19 10:08:51.000000+00:00\", \"2020-01-09 07:38:17.000000+00:00\", \"2021-12-22 03:43:24.000000+00:00\", \"2021-12-30 16:57:35.000000+00:00\"], \"session_ids\": [\"ea9eb5e1-6163-4cf5-a984-2d64c597c542\", \"331ca36e-75ed-4f7f-9a5d-6efba0ab579d\", \"55738127-157f-4ca2-9e0a-ced4c210835c\", \"8c67ac3b-8b23-43e8-903b-09676ebab3b5\", \"fb327dae-1473-459a-8570-84773ec89fb4\", \"030a27e4-59d0-48e5-9e36-f77260f4db66\", \"f66314fe-00e7-491e-9bf4-66102d8f2203\", \"d347be0d-b793-464e-b6d0-8a695f95cb7d\", \"93a21e17-e682-41fb-83c3-617aa8ac75bf\"], \"total_duration\": 2307.0, \"total_sessions\": 9, \"mean_week_duration\": 11.145}, \"21706\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-09 22:06:25.000000+00:00\", \"2020-09-06 18:25:31.000000+00:00\", \"2023-03-27 23:53:41.000000+00:00\"], \"session_ids\": [\"c43ba6fb-b4aa-4458-a576-f783f0559e1e\", \"357816b4-2e32-41b6-9775-aff69f243f01\", \"7ca285bc-7bc0-487d-89ab-15a7011e5399\"], \"total_duration\": 342.0, \"total_sessions\": 3, \"mean_week_duration\": 2.552}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Madrid"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Madrid\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27355\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-06-22 22:36:17.000000+00:00\", \"2021-01-02 06:08:10.000000+00:00\"], \"session_ids\": [\"597d1f3f-dad2-4179-bc89-39453a8b8775\", \"c7d49bd9-bb04-47ed-920a-787d7ef9eb2b\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}, \"3942\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-10 13:04:11.000000+00:00\", \"2019-10-27 22:04:11.000000+00:00\", \"2019-01-28 07:52:46.000000+00:00\", \"2022-05-18 00:52:36.000000+00:00\", \"2020-07-07 09:30:30.000000+00:00\", \"2020-09-02 12:05:18.000000+00:00\", \"2023-03-10 23:13:58.000000+00:00\"], \"session_ids\": [\"5639a886-de27-47a1-9825-45757684b3fe\", \"7c2a85ad-adbe-43bf-ba12-9602ba338838\", \"f0840236-1dca-4355-935c-44eaaea64eec\", \"3f1cc1a7-30a5-41c4-9def-d57fc9c1dff5\", \"a3044511-dc12-4058-9a40-20949906c7bd\", \"ef19aae8-3545-4a50-8255-0081a96d3f42\", \"fb2b42bd-fcba-4fed-a9a6-6934e5d4e2f9\"], \"total_duration\": 4791.0, \"total_sessions\": 7, \"mean_week_duration\": 22.284}, \"67585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-20 09:06:14.000000+00:00\", \"2019-03-19 23:38:52.000000+00:00\"], \"session_ids\": [\"bcd64ea8-6e1e-4f01-8779-0fb3ae5f55df\", \"2729a254-0896-4dde-b5ab-900b551b553d\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}, \"43231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-26 22:27:25.000000+00:00\", \"2021-05-25 13:46:40.000000+00:00\", \"2021-04-20 06:22:50.000000+00:00\", \"2019-03-03 19:28:04.000000+00:00\", \"2023-02-08 05:55:56.000000+00:00\"], \"session_ids\": [\"3223c5fd-d3f9-4ba9-9c53-e071943b411c\", \"575a434b-0b2f-4400-8bba-17d3de0a9516\", \"7bc2e3aa-1487-4f8e-8002-db07e1e8febd\", \"de451ef6-67ce-4c49-b301-c9d4b3e38ec3\", \"8b20e141-865c-4adf-bf49-3b66cc047115\"], \"total_duration\": 1270.0, \"total_sessions\": 5, \"mean_week_duration\": 6.165}, \"2404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-04 11:32:26.000000+00:00\", \"2021-12-20 15:59:45.000000+00:00\"], \"session_ids\": [\"db20ec8e-1fbd-4cfc-9fa4-5b122d98dc94\", \"8a289d62-2345-4e68-ac20-96880b2712ad\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 2.372}, \"96973\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-02-17 23:27:59.000000+00:00\", \"2020-02-10 13:51:01.000000+00:00\"], \"session_ids\": [\"5bdc35d0-66c7-42fb-897f-30abfdec232d\", \"17b76118-db6a-4dda-b72f-923c45eb7029\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.747}, \"23946\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-15 03:20:16.000000+00:00\", \"2021-10-23 23:23:44.000000+00:00\", \"2023-05-09 23:47:53.000000+00:00\"], \"session_ids\": [\"981e8d29-d0f0-49ba-8bab-74a976b183e6\", \"77eecb24-b003-4b85-8d89-64416541415e\", \"1bc03d44-5f50-4fb8-b1af-82fe1b8f09fc\"], \"total_duration\": 423.0, \"total_sessions\": 3, \"mean_week_duration\": 3.743}, \"11814\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-17 11:23:55.000000+00:00\", \"2020-10-13 12:16:25.000000+00:00\", \"2023-01-16 11:57:53.000000+00:00\", \"2020-11-05 17:04:20.000000+00:00\", \"2019-01-29 11:33:56.000000+00:00\", \"2022-07-19 10:08:51.000000+00:00\", \"2020-01-09 07:38:17.000000+00:00\", \"2021-12-22 03:43:24.000000+00:00\", \"2021-12-30 16:57:35.000000+00:00\"], \"session_ids\": [\"ea9eb5e1-6163-4cf5-a984-2d64c597c542\", \"331ca36e-75ed-4f7f-9a5d-6efba0ab579d\", \"55738127-157f-4ca2-9e0a-ced4c210835c\", \"8c67ac3b-8b23-43e8-903b-09676ebab3b5\", \"fb327dae-1473-459a-8570-84773ec89fb4\", \"030a27e4-59d0-48e5-9e36-f77260f4db66\", \"f66314fe-00e7-491e-9bf4-66102d8f2203\", \"d347be0d-b793-464e-b6d0-8a695f95cb7d\", \"93a21e17-e682-41fb-83c3-617aa8ac75bf\"], \"total_duration\": 2307.0, \"total_sessions\": 9, \"mean_week_duration\": 11.145}, \"21706\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-09 22:06:25.000000+00:00\", \"2020-09-06 18:25:31.000000+00:00\", \"2023-03-27 23:53:41.000000+00:00\"], \"session_ids\": [\"c43ba6fb-b4aa-4458-a576-f783f0559e1e\", \"357816b4-2e32-41b6-9775-aff69f243f01\", \"7ca285bc-7bc0-487d-89ab-15a7011e5399\"], \"total_duration\": 342.0, \"total_sessions\": 3, \"mean_week_duration\": 2.552}}\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[{\"96973\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-02-17 23:27:59.000000+00:00\", \"2020-02-10 13:51:01.000000+00:00\"], \"session_ids\": [\"5bdc35d0-66c7-42fb-897f-30abfdec232d\", \"17b76118-db6a-4dda-b72f-923c45eb7029\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.747}}, {\"43231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-26 22:27:25.000000+00:00\", \"2021-05-25 13:46:40.000000+00:00\", \"2021-04-20 06:22:50.000000+00:00\", \"2019-03-03 19:28:04.000000+00:00\", \"2023-02-08 05:55:56.000000+00:00\"], \"session_ids\": [\"3223c5fd-d3f9-4ba9-9c53-e071943b411c\", \"575a434b-0b2f-4400-8bba-17d3de0a9516\", \"7bc2e3aa-1487-4f8e-8002-db07e1e8febd\", \"de451ef6-67ce-4c49-b301-c9d4b3e38ec3\", \"8b20e141-865c-4adf-bf49-3b66cc047115\"], \"total_duration\": 1270.0, \"total_sessions\": 5, \"mean_week_duration\": 6.165}}, {\"67585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-20 09:06:14.000000+00:00\", \"2019-03-19 23:38:52.000000+00:00\"], \"session_ids\": [\"bcd64ea8-6e1e-4f01-8779-0fb3ae5f55df\", \"2729a254-0896-4dde-b5ab-900b551b553d\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}}, {\"2404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-04 11:32:26.000000+00:00\", \"2021-12-20 15:59:45.000000+00:00\"], \"session_ids\": [\"db20ec8e-1fbd-4cfc-9fa4-5b122d98dc94\", \"8a289d62-2345-4e68-ac20-96880b2712ad\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 2.372}}, {\"27355\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-06-22 22:36:17.000000+00:00\", \"2021-01-02 06:08:10.000000+00:00\"], \"session_ids\": [\"597d1f3f-dad2-4179-bc89-39453a8b8775\", \"c7d49bd9-bb04-47ed-920a-787d7ef9eb2b\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}}, {\"11814\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-17 11:23:55.000000+00:00\", \"2020-10-13 12:16:25.000000+00:00\", \"2023-01-16 11:57:53.000000+00:00\", \"2020-11-05 17:04:20.000000+00:00\", \"2019-01-29 11:33:56.000000+00:00\", \"2022-07-19 10:08:51.000000+00:00\", \"2020-01-09 07:38:17.000000+00:00\", \"2021-12-22 03:43:24.000000+00:00\", \"2021-12-30 16:57:35.000000+00:00\"], \"session_ids\": [\"ea9eb5e1-6163-4cf5-a984-2d64c597c542\", \"331ca36e-75ed-4f7f-9a5d-6efba0ab579d\", \"55738127-157f-4ca2-9e0a-ced4c210835c\", \"8c67ac3b-8b23-43e8-903b-09676ebab3b5\", \"fb327dae-1473-459a-8570-84773ec89fb4\", \"030a27e4-59d0-48e5-9e36-f77260f4db66\", \"f66314fe-00e7-491e-9bf4-66102d8f2203\", \"d347be0d-b793-464e-b6d0-8a695f95cb7d\", \"93a21e17-e682-41fb-83c3-617aa8ac75bf\"], \"total_duration\": 2307.0, \"total_sessions\": 9, \"mean_week_duration\": 11.145}}, {\"3942\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-10 13:04:11.000000+00:00\", \"2019-10-27 22:04:11.000000+00:00\", \"2019-01-28 07:52:46.000000+00:00\", \"2022-05-18 00:52:36.000000+00:00\", \"2020-07-07 09:30:30.000000+00:00\", \"2020-09-02 12:05:18.000000+00:00\", \"2023-03-10 23:13:58.000000+00:00\"], \"session_ids\": [\"5639a886-de27-47a1-9825-45757684b3fe\", \"7c2a85ad-adbe-43bf-ba12-9602ba338838\", \"f0840236-1dca-4355-935c-44eaaea64eec\", \"3f1cc1a7-30a5-41c4-9def-d57fc9c1dff5\", \"a3044511-dc12-4058-9a40-20949906c7bd\", \"ef19aae8-3545-4a50-8255-0081a96d3f42\", \"fb2b42bd-fcba-4fed-a9a6-6934e5d4e2f9\"], \"total_duration\": 4791.0, \"total_sessions\": 7, \"mean_week_duration\": 22.284}}, {\"21706\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-09 22:06:25.000000+00:00\", \"2020-09-06 18:25:31.000000+00:00\", \"2023-03-27 23:53:41.000000+00:00\"], \"session_ids\": [\"c43ba6fb-b4aa-4458-a576-f783f0559e1e\", \"357816b4-2e32-41b6-9775-aff69f243f01\", \"7ca285bc-7bc0-487d-89ab-15a7011e5399\"], \"total_duration\": 342.0, \"total_sessions\": 3, \"mean_week_duration\": 2.552}}, {\"23946\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-15 03:20:16.000000+00:00\", \"2021-10-23 23:23:44.000000+00:00\", \"2023-05-09 23:47:53.000000+00:00\"], \"session_ids\": [\"981e8d29-d0f0-49ba-8bab-74a976b183e6\", \"77eecb24-b003-4b85-8d89-64416541415e\", \"1bc03d44-5f50-4fb8-b1af-82fe1b8f09fc\"], \"total_duration\": 423.0, \"total_sessions\": 3, \"mean_week_duration\": 3.743}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"96973\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-02-17 23:27:59.000000+00:00\", \"2020-02-10 13:51:01.000000+00:00\"], \"session_ids\": [\"5bdc35d0-66c7-42fb-897f-30abfdec232d\", \"17b76118-db6a-4dda-b72f-923c45eb7029\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.747}}, {\"43231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-26 22:27:25.000000+00:00\", \"2021-05-25 13:46:40.000000+00:00\", \"2021-04-20 06:22:50.000000+00:00\", \"2019-03-03 19:28:04.000000+00:00\", \"2023-02-08 05:55:56.000000+00:00\"], \"session_ids\": [\"3223c5fd-d3f9-4ba9-9c53-e071943b411c\", \"575a434b-0b2f-4400-8bba-17d3de0a9516\", \"7bc2e3aa-1487-4f8e-8002-db07e1e8febd\", \"de451ef6-67ce-4c49-b301-c9d4b3e38ec3\", \"8b20e141-865c-4adf-bf49-3b66cc047115\"], \"total_duration\": 1270.0, \"total_sessions\": 5, \"mean_week_duration\": 6.165}}, {\"67585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-20 09:06:14.000000+00:00\", \"2019-03-19 23:38:52.000000+00:00\"], \"session_ids\": [\"bcd64ea8-6e1e-4f01-8779-0fb3ae5f55df\", \"2729a254-0896-4dde-b5ab-900b551b553d\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}}, {\"2404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-04 11:32:26.000000+00:00\", \"2021-12-20 15:59:45.000000+00:00\"], \"session_ids\": [\"db20ec8e-1fbd-4cfc-9fa4-5b122d98dc94\", \"8a289d62-2345-4e68-ac20-96880b2712ad\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 2.372}}, {\"27355\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-06-22 22:36:17.000000+00:00\", \"2021-01-02 06:08:10.000000+00:00\"], \"session_ids\": [\"597d1f3f-dad2-4179-bc89-39453a8b8775\", \"c7d49bd9-bb04-47ed-920a-787d7ef9eb2b\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}}, {\"11814\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-17 11:23:55.000000+00:00\", \"2020-10-13 12:16:25.000000+00:00\", \"2023-01-16 11:57:53.000000+00:00\", \"2020-11-05 17:04:20.000000+00:00\", \"2019-01-29 11:33:56.000000+00:00\", \"2022-07-19 10:08:51.000000+00:00\", \"2020-01-09 07:38:17.000000+00:00\", \"2021-12-22 03:43:24.000000+00:00\", \"2021-12-30 16:57:35.000000+00:00\"], \"session_ids\": [\"ea9eb5e1-6163-4cf5-a984-2d64c597c542\", \"331ca36e-75ed-4f7f-9a5d-6efba0ab579d\", \"55738127-157f-4ca2-9e0a-ced4c210835c\", \"8c67ac3b-8b23-43e8-903b-09676ebab3b5\", \"fb327dae-1473-459a-8570-84773ec89fb4\", \"030a27e4-59d0-48e5-9e36-f77260f4db66\", \"f66314fe-00e7-491e-9bf4-66102d8f2203\", \"d347be0d-b793-464e-b6d0-8a695f95cb7d\", \"93a21e17-e682-41fb-83c3-617aa8ac75bf\"], \"total_duration\": 2307.0, \"total_sessions\": 9, \"mean_week_duration\": 11.145}}, {\"3942\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-10 13:04:11.000000+00:00\", \"2019-10-27 22:04:11.000000+00:00\", \"2019-01-28 07:52:46.000000+00:00\", \"2022-05-18 00:52:36.000000+00:00\", \"2020-07-07 09:30:30.000000+00:00\", \"2020-09-02 12:05:18.000000+00:00\", \"2023-03-10 23:13:58.000000+00:00\"], \"session_ids\": [\"5639a886-de27-47a1-9825-45757684b3fe\", \"7c2a85ad-adbe-43bf-ba12-9602ba338838\", \"f0840236-1dca-4355-935c-44eaaea64eec\", \"3f1cc1a7-30a5-41c4-9def-d57fc9c1dff5\", \"a3044511-dc12-4058-9a40-20949906c7bd\", \"ef19aae8-3545-4a50-8255-0081a96d3f42\", \"fb2b42bd-fcba-4fed-a9a6-6934e5d4e2f9\"], \"total_duration\": 4791.0, \"total_sessions\": 7, \"mean_week_duration\": 22.284}}]\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[{\"96973\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-02-17 23:27:59.000000+00:00\", \"2020-02-10 13:51:01.000000+00:00\"], \"session_ids\": [\"5bdc35d0-66c7-42fb-897f-30abfdec232d\", \"17b76118-db6a-4dda-b72f-923c45eb7029\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.747}}, {\"43231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-26 22:27:25.000000+00:00\", \"2021-05-25 13:46:40.000000+00:00\", \"2021-04-20 06:22:50.000000+00:00\", \"2019-03-03 19:28:04.000000+00:00\", \"2023-02-08 05:55:56.000000+00:00\"], \"session_ids\": [\"3223c5fd-d3f9-4ba9-9c53-e071943b411c\", \"575a434b-0b2f-4400-8bba-17d3de0a9516\", \"7bc2e3aa-1487-4f8e-8002-db07e1e8febd\", \"de451ef6-67ce-4c49-b301-c9d4b3e38ec3\", \"8b20e141-865c-4adf-bf49-3b66cc047115\"], \"total_duration\": 1270.0, \"total_sessions\": 5, \"mean_week_duration\": 6.165}}, {\"67585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-20 09:06:14.000000+00:00\", \"2019-03-19 23:38:52.000000+00:00\"], \"session_ids\": [\"bcd64ea8-6e1e-4f01-8779-0fb3ae5f55df\", \"2729a254-0896-4dde-b5ab-900b551b553d\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}}, {\"2404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-04 11:32:26.000000+00:00\", \"2021-12-20 15:59:45.000000+00:00\"], \"session_ids\": [\"db20ec8e-1fbd-4cfc-9fa4-5b122d98dc94\", \"8a289d62-2345-4e68-ac20-96880b2712ad\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 2.372}}, {\"27355\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-06-22 22:36:17.000000+00:00\", \"2021-01-02 06:08:10.000000+00:00\"], \"session_ids\": [\"597d1f3f-dad2-4179-bc89-39453a8b8775\", \"c7d49bd9-bb04-47ed-920a-787d7ef9eb2b\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}}, {\"11814\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-17 11:23:55.000000+00:00\", \"2020-10-13 12:16:25.000000+00:00\", \"2023-01-16 11:57:53.000000+00:00\", \"2020-11-05 17:04:20.000000+00:00\", \"2019-01-29 11:33:56.000000+00:00\", \"2022-07-19 10:08:51.000000+00:00\", \"2020-01-09 07:38:17.000000+00:00\", \"2021-12-22 03:43:24.000000+00:00\", \"2021-12-30 16:57:35.000000+00:00\"], \"session_ids\": [\"ea9eb5e1-6163-4cf5-a984-2d64c597c542\", \"331ca36e-75ed-4f7f-9a5d-6efba0ab579d\", \"55738127-157f-4ca2-9e0a-ced4c210835c\", \"8c67ac3b-8b23-43e8-903b-09676ebab3b5\", \"fb327dae-1473-459a-8570-84773ec89fb4\", \"030a27e4-59d0-48e5-9e36-f77260f4db66\", \"f66314fe-00e7-491e-9bf4-66102d8f2203\", \"d347be0d-b793-464e-b6d0-8a695f95cb7d\", \"93a21e17-e682-41fb-83c3-617aa8ac75bf\"], \"total_duration\": 2307.0, \"total_sessions\": 9, \"mean_week_duration\": 11.145}}, {\"3942\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-10 13:04:11.000000+00:00\", \"2019-10-27 22:04:11.000000+00:00\", \"2019-01-28 07:52:46.000000+00:00\", \"2022-05-18 00:52:36.000000+00:00\", \"2020-07-07 09:30:30.000000+00:00\", \"2020-09-02 12:05:18.000000+00:00\", \"2023-03-10 23:13:58.000000+00:00\"], \"session_ids\": [\"5639a886-de27-47a1-9825-45757684b3fe\", \"7c2a85ad-adbe-43bf-ba12-9602ba338838\", \"f0840236-1dca-4355-935c-44eaaea64eec\", \"3f1cc1a7-30a5-41c4-9def-d57fc9c1dff5\", \"a3044511-dc12-4058-9a40-20949906c7bd\", \"ef19aae8-3545-4a50-8255-0081a96d3f42\", \"fb2b42bd-fcba-4fed-a9a6-6934e5d4e2f9\"], \"total_duration\": 4791.0, \"total_sessions\": 7, \"mean_week_duration\": 22.284}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me user information whose total duration is exactly 1304 and implement sorting by overall total duration form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-12 20:17:11.000000+00:00\", \"2020-03-26 22:51:31.000000+00:00\", \"2022-10-31 22:35:43.000000+00:00\", \"2022-12-07 22:13:41.000000+00:00\"], \"session_ids\": [\"01630c5f-725c-4f2f-893e-d9e97a9027f9\", \"cf53dfc4-1c61-48aa-a646-f979f4e31465\", \"9a1afada-f8e9-4b72-b63e-478f5db2f981\", \"2f0e7aac-59c0-4101-ace8-2130fcda65b2\"], \"total_duration\": 161.0, \"total_sessions\": 4, \"mean_week_duration\": 0.904}, \"46812\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-02-16 22:03:03.000000+00:00\", \"2022-11-07 09:33:34.000000+00:00\", \"2022-11-08 11:42:55.000000+00:00\", \"2021-12-19 20:08:30.000000+00:00\", \"2023-03-25 21:47:38.000000+00:00\", \"2020-05-22 11:27:01.000000+00:00\", \"2020-02-24 22:52:26.000000+00:00\", \"2019-03-20 11:16:35.000000+00:00\", \"2019-03-16 00:28:20.000000+00:00\"], \"session_ids\": [\"736d906a-2db7-4e6f-9b08-770637db15cb\", \"388a593f-52a6-46b5-bfe1-cb27d60cbee0\", \"3eb1c41e-9f5b-4d0a-9df1-c222290b8a4f\", \"c2607524-223c-4120-9da8-05090d171e03\", \"7a75d57b-c7a6-4a67-abb3-de3a1b60d9b4\", \"d7b53d5d-7ac3-428f-bd01-95ee561f2fdc\", \"9f37d0e3-91de-4d54-b381-3f16f8cd34d7\", \"f42505e7-eaff-4728-be84-f87adb7330cc\", \"d897300d-5eff-4154-992a-079ab545220b\"], \"total_duration\": 739.0, \"total_sessions\": 9, \"mean_week_duration\": 3.519}, \"60234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-10 11:11:10.000000+00:00\", \"2022-07-11 08:10:52.000000+00:00\"], \"session_ids\": [\"73c3dea6-15cf-48b0-87d7-04e7712926b6\", \"4e6bfa67-ed08-4659-8c45-6e16187fe569\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 19.385}, \"48635\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-06 08:59:55.000000+00:00\", \"2021-05-29 22:45:33.000000+00:00\"], \"session_ids\": [\"3b004a04-e31d-4d6e-8208-ca5cb785d284\", \"b38ad20f-1fb0-4bfa-8da5-9be219dd61de\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 2.957}, \"68334\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-21 22:10:33.000000+00:00\", \"2021-10-31 17:34:22.000000+00:00\", \"2022-09-28 00:26:51.000000+00:00\", \"2022-09-06 04:09:57.000000+00:00\"], \"session_ids\": [\"56c7398e-c3c1-4c37-88c6-d2b70319947a\", \"2a3142cb-2a19-459c-a7dd-1e90dc0980cf\", \"ef6a97b5-910b-4af3-85cb-e38d33fbcbe3\", \"cb422123-ec9c-4d44-ab38-c6171a1aec3b\"], \"total_duration\": 122.0, \"total_sessions\": 4, \"mean_week_duration\": 1.968}, \"18133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-03-16 07:58:56.000000+00:00\", \"2022-12-28 12:51:07.000000+00:00\"], \"session_ids\": [\"be33e445-7417-4494-bc89-dd4816934a28\", \"617e7fe2-a0bc-4b77-8b82-30205a28c6b0\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.096}, \"75223\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-06-12 20:24:10.000000+00:00\", \"2020-10-17 23:26:37.000000+00:00\"], \"session_ids\": [\"4fca4dab-3dc2-4cb7-85eb-31c5b595710f\", \"8aedfd79-5418-48ba-93a9-355de00dbe9a\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.744}, \"3873\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2023-01-10 12:24:10.000000+00:00\", \"2022-11-12 00:20:11.000000+00:00\"], \"session_ids\": [\"877fb45e-ddb8-4fec-b100-6c73cc961704\", \"d23ecd3f-4f76-4c80-ab77-dc4cfa3c7929\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"61168\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-07-08 14:51:12.000000+00:00\", \"2019-01-31 18:20:07.000000+00:00\", \"2020-03-24 21:40:41.000000+00:00\"], \"session_ids\": [\"28fcb3ca-1cc7-4123-b82c-e4797a0313c6\", \"eaf1066f-5b54-4198-bf8f-f832320f508a\", \"ab6bd3da-367a-4b50-b0d4-f89d83dde17d\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 1.391}, \"7789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-15 21:55:08.000000+00:00\", \"2023-05-04 21:17:21.000000+00:00\"], \"session_ids\": [\"091cdb45-dca7-4edf-ae01-57f010479f6e\", \"ee80cc43-c84a-46b4-9e29-0cec0186a39c\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 6.188}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 1304"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1304, 3215]]}}}\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 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": "Display 2 users pieces of information who are currently living in city Nassau plus put to use sorting by average_week_duration in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-15 20:40:33.000000+00:00\", \"2019-11-14 04:15:56.000000+00:00\", \"2021-04-19 03:35:55.000000+00:00\"], \"session_ids\": [\"622cd695-756b-48a9-8de7-559ba96e52c7\", \"dafeffbc-1d02-4f16-a140-9633e3d157f3\", \"a01584a4-d58e-424a-9593-b721b9d135de\"], \"total_duration\": 581.0, \"total_sessions\": 3, \"mean_week_duration\": 4.035}, \"66104\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-15 00:28:13.000000+00:00\", \"2021-09-05 02:55:46.000000+00:00\"], \"session_ids\": [\"40b156d3-bba0-4d6b-86af-16947a2fb1f3\", \"3bde43ff-8b10-4fc6-b946-5a9b7a04ab82\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.509}, \"38634\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-02 07:22:23.000000+00:00\", \"2021-02-10 15:28:45.000000+00:00\"], \"session_ids\": [\"4f06145e-e6a5-4f52-92c4-1fa0b19fb73a\", \"3e3b1b6c-a8af-43bb-ae10-8607c802c712\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 1.064}, \"71173\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-08 05:15:20.000000+00:00\", \"2022-02-05 07:14:13.000000+00:00\"], \"session_ids\": [\"40149575-fe28-45da-94d5-5501593c94df\", \"35b27551-ffe0-42fa-879b-282b815a741e\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.635}, \"15518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-22 21:31:04.000000+00:00\", \"2019-01-22 17:54:25.000000+00:00\", \"2020-04-21 15:10:16.000000+00:00\", \"2020-07-11 15:37:37.000000+00:00\", \"2021-02-01 17:32:40.000000+00:00\", \"2022-10-31 02:31:01.000000+00:00\"], \"session_ids\": [\"589f08d4-c9a2-43c3-b38f-ab337134fd5e\", \"f81bf156-710a-430f-8349-0aacd60c340b\", \"fa8f4752-d545-42e3-ad1c-c1263fd383ea\", \"a92b2efb-34e3-431e-8b9f-42f436a21a4f\", \"14050455-59eb-425c-99fe-9bd4bd5798b1\", \"b5346414-1322-4dfb-948d-fa989abd2587\"], \"total_duration\": 1836.0, \"total_sessions\": 6, \"mean_week_duration\": 9.32}, \"68799\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-07 07:06:41.000000+00:00\", \"2020-05-31 11:52:30.000000+00:00\"], \"session_ids\": [\"4e1ec6d0-1a16-4a7d-af55-69c6a43bb576\", \"a4371923-6cee-42d2-a226-94023047c93d\"], \"total_duration\": 339.0, \"total_sessions\": 2, \"mean_week_duration\": 5.468}, \"72743\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-13 18:39:55.000000+00:00\", \"2022-03-22 09:53:34.000000+00:00\"], \"session_ids\": [\"3641b8c3-b97d-40bd-8ad3-fc9b43ebb58d\", \"ba9638c9-d0ea-474f-942d-a2e719347094\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"83810\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-24 07:41:11.000000+00:00\", \"2020-03-24 16:37:46.000000+00:00\"], \"session_ids\": [\"b6b30a15-38f3-4b0f-bcee-2e59c0c8dbad\", \"0fe79c2d-c9bd-482d-aba5-e275587ef04e\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 0.881}, \"61064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-11 07:18:15.000000+00:00\", \"2020-01-12 17:47:38.000000+00:00\", \"2020-04-09 23:27:21.000000+00:00\", \"2021-02-06 23:05:43.000000+00:00\", \"2020-08-09 05:13:16.000000+00:00\", \"2019-12-29 08:16:31.000000+00:00\", \"2020-09-07 09:10:17.000000+00:00\"], \"session_ids\": [\"7d38a406-5b8e-4ea0-9a77-e54aec1da0cf\", \"b7f095fb-9e3a-4751-b70f-ef18b3c0dc64\", \"3857b0e4-69ae-48a3-aa41-2e27cedd3f78\", \"4c0f67ed-9a84-46ef-be8f-9ed23b37d719\", \"5e627f94-9a8d-4226-8a42-4b3fe00ec6a7\", \"6248fd78-6665-42d9-b091-dab6230745f7\", \"d9ac8b58-d8fb-49ce-aafd-73d2dd71a942\"], \"total_duration\": 175.0, \"total_sessions\": 7, \"mean_week_duration\": 1.167}, \"72325\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-05-19 09:10:47.000000+00:00\", \"2019-11-22 08:52:05.000000+00:00\", \"2020-11-19 04:25:35.000000+00:00\"], \"session_ids\": [\"d86d247c-ce48-402f-be97-e3583566e34a\", \"d4e155ab-5e9c-4ce0-b77b-57f11c8a15b9\", \"057c3b66-972e-41ec-98f5-15fbe5da5529\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.81}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Nassau"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Nassau\"]]}}}\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 close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me user information whose overall duration of sessions per week is exactly 22 in addition sort by name of the city form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74952\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-04-10 00:01:37.000000+00:00\", \"2019-01-24 17:11:31.000000+00:00\", \"2022-07-06 13:00:31.000000+00:00\"], \"session_ids\": [\"476d8dc4-79df-42d8-aa24-c6eda84d8c3a\", \"6f50229e-3c14-4cf1-81fb-7eb43d5e8db9\", \"7d7f9d6d-544f-4dd4-a1eb-152c272c67fb\"], \"total_duration\": 798.0, \"total_sessions\": 3, \"mean_week_duration\": 4.433}, \"21105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-17 21:21:11.000000+00:00\", \"2020-08-25 09:10:49.000000+00:00\", \"2021-04-08 14:46:00.000000+00:00\", \"2019-04-10 08:24:05.000000+00:00\", \"2022-12-22 08:45:20.000000+00:00\", \"2020-08-06 05:58:24.000000+00:00\"], \"session_ids\": [\"861b96a3-645e-478a-a088-f025f1ded12c\", \"8f124608-a7b6-4713-9a9e-df610e86c92d\", \"e1c6b22c-6fa2-4391-8232-499d23979230\", \"090f8914-4258-4513-9000-9bd383ecdc98\", \"587bf160-98df-4a59-aa04-9b990509df0c\", \"cd86c44b-1778-42c6-b3bb-c8f3dde0ecd5\"], \"total_duration\": 2203.0, \"total_sessions\": 6, \"mean_week_duration\": 11.356}, \"93677\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-11 07:31:42.000000+00:00\", \"2019-05-22 22:54:24.000000+00:00\"], \"session_ids\": [\"27b80871-d876-4d1e-854b-d0191293b42d\", \"0047e334-eea9-48dd-ab5e-b7aed3b4ebc4\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}, \"74063\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-07 18:03:26.000000+00:00\", \"2021-12-04 12:29:01.000000+00:00\"], \"session_ids\": [\"e2e6aebb-afed-4ddd-bd49-05f5745a8058\", \"4426e045-dfea-42eb-bc7a-eb91bcc59cb1\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.346}, \"20850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-23 15:15:09.000000+00:00\", \"2020-07-26 01:48:06.000000+00:00\", \"2021-04-30 18:46:38.000000+00:00\", \"2020-06-10 06:04:49.000000+00:00\", \"2020-05-13 22:00:31.000000+00:00\"], \"session_ids\": [\"5e3ca0d3-243c-4759-b83b-dc4675c9dae3\", \"ab0f4b71-7d3d-439f-8848-4b932ea40f6d\", \"8ea0ef73-48ba-47ca-b52b-e9b32e5afb9e\", \"bb1d9e8e-e95e-4d4a-818a-cfa5ca8b11d3\", \"bcad3501-e965-4efb-84b2-b87685c5495a\"], \"total_duration\": 826.0, \"total_sessions\": 5, \"mean_week_duration\": 14.241}, \"57836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-13 18:53:06.000000+00:00\", \"2019-04-07 07:17:09.000000+00:00\", \"2021-07-25 14:44:33.000000+00:00\"], \"session_ids\": [\"aebc25bc-9dd4-4c10-8cfc-5d304e9bd2c7\", \"03c4808b-9bdb-4d50-a74c-649fe026a962\", \"c31d8862-1a14-4afb-b04e-3510f884ec91\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.658}, \"22549\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-11-09 20:57:33.000000+00:00\", \"2021-01-31 20:50:41.000000+00:00\", \"2021-06-23 07:53:51.000000+00:00\", \"2022-05-29 16:58:24.000000+00:00\", \"2023-02-10 06:33:11.000000+00:00\", \"2020-08-25 04:44:55.000000+00:00\"], \"session_ids\": [\"0a1bf8c4-de2c-4ed5-934f-c2e1c14d4ba9\", \"7c55a191-eba0-4f58-954d-ca3e90671e0e\", \"abac63e7-76e0-49d1-8543-7e9c9b2bd9e7\", \"77e9d32a-f747-44e9-8c02-2dd0ebf34d7c\", \"18f28cfe-2fc1-42ae-becd-6a2aefd7c5a5\", \"c0d3202e-5877-4f4d-92cd-aae1f5080f86\"], \"total_duration\": 394.0, \"total_sessions\": 6, \"mean_week_duration\": 3.054}, \"49937\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-09 04:01:45.000000+00:00\", \"2021-11-04 13:59:17.000000+00:00\"], \"session_ids\": [\"aaf61ad5-de8f-4432-8c8b-97cc8f6ca86a\", \"69630fd4-fda8-48ce-8f34-c976520711ae\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 1.238}, \"16279\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-15 23:45:38.000000+00:00\", \"2022-03-18 17:57:16.000000+00:00\"], \"session_ids\": [\"960470ad-5186-46bf-9fe6-071cfa4970d2\", \"0b0eaf42-aae0-4ba0-99bf-b34e950f0b67\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 1.114}, \"72838\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-29 15:28:23.000000+00:00\", \"2021-01-12 01:10:22.000000+00:00\"], \"session_ids\": [\"c0f9b6cf-72dd-484a-94c4-5ee1cfde4a5b\", \"bbd86eea-a93e-4f70-8e79-6ac762a59ba0\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 3.121}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are 22"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[22, 49]]}}}\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 tell me about 5 users whose total duration amount is 1424 in addition do sorting by sum of duration ascendingly."
}
] |
[
{
"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{\"42769\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-26 14:27:27.000000+00:00\", \"2023-02-22 08:01:44.000000+00:00\", \"2020-10-15 15:06:33.000000+00:00\"], \"session_ids\": [\"3befc84b-8e19-437d-830f-c792aa190a5c\", \"08faadd0-16be-4535-8903-98939c5c64a7\", \"261aff32-ad02-49d5-8b29-5ce2575f5a7f\"], \"total_duration\": 177.0, \"total_sessions\": 3, \"mean_week_duration\": 0.994}, \"89337\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-18 19:15:33.000000+00:00\", \"2020-07-06 03:41:48.000000+00:00\", \"2019-12-20 11:58:08.000000+00:00\"], \"session_ids\": [\"cfdbf0ab-5cc4-4f32-aa50-669c237a2ad8\", \"a04be6cb-97f9-4e53-a635-e60cb1d5f2bf\", \"a8bb6adf-adcd-4967-a028-689009a27cf4\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.328}, \"99922\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-21 18:21:48.000000+00:00\", \"2021-06-21 12:47:02.000000+00:00\", \"2022-05-11 08:28:03.000000+00:00\"], \"session_ids\": [\"acd9e463-b89f-4d86-bf76-15947a685d80\", \"8b7986db-a0d9-4327-8f05-cae9d24c37d8\", \"a96581f9-f5b9-435a-9547-2fe4d169c7c6\"], \"total_duration\": 144.0, \"total_sessions\": 3, \"mean_week_duration\": 0.929}, \"15231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-25 10:22:29.000000+00:00\", \"2021-05-10 03:59:34.000000+00:00\", \"2020-11-18 10:29:58.000000+00:00\"], \"session_ids\": [\"0f8241d1-4d76-477a-8f56-aead2ef8fe54\", \"1f875cc9-56fe-4588-9b08-d4302777b0b3\", \"d4fc7181-00db-40eb-8a06-e0c5fe1518d6\"], \"total_duration\": 447.0, \"total_sessions\": 3, \"mean_week_duration\": 17.88}, \"47484\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-01-14 10:41:08.000000+00:00\", \"2022-09-06 04:33:59.000000+00:00\", \"2019-12-05 14:24:54.000000+00:00\", \"2020-06-05 00:55:35.000000+00:00\"], \"session_ids\": [\"a85ff479-f542-4b15-b484-f7fa91027b9f\", \"b16bdeb0-4411-4e71-98b0-8cefa04d4179\", \"d5f2804a-0cf6-4003-8b15-5268a91a170f\", \"80a9cc2a-4275-4773-b378-fb43eb652dc2\"], \"total_duration\": 1034.0, \"total_sessions\": 4, \"mean_week_duration\": 7.181}, \"12024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-02-04 20:41:43.000000+00:00\", \"2021-08-18 19:35:30.000000+00:00\"], \"session_ids\": [\"8c4af184-7808-44d6-8e7f-46538c4d6f4b\", \"4732f8f8-4e46-4179-8f92-9b8694781f01\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 15.929}, \"20785\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2021-04-18 22:21:22.000000+00:00\", \"2019-06-17 13:21:50.000000+00:00\", \"2020-02-14 18:32:44.000000+00:00\"], \"session_ids\": [\"c2b730bb-e9bc-4e07-9457-660692615cce\", \"15fa9f18-c082-45af-bc22-453751d45d5e\", \"2dbe568b-17be-49bb-bab7-60d753097390\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.875}, \"53063\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-03-24 09:54:37.000000+00:00\", \"2022-04-03 20:05:03.000000+00:00\"], \"session_ids\": [\"e498d3c4-dae0-4d28-aeb2-54e0d37ed33f\", \"52be2734-2319-415c-92e1-974734adf213\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 2.283}, \"66136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-07 17:03:07.000000+00:00\", \"2020-07-30 21:48:37.000000+00:00\"], \"session_ids\": [\"54a8b4f6-56fd-4d77-b77a-0f686a313dca\", \"f3af756c-1dca-40d0-ac47-9e1a89ad01bb\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 6.088}, \"63258\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-04-02 10:52:23.000000+00:00\", \"2020-05-18 02:18:15.000000+00:00\"], \"session_ids\": [\"10277ff4-7e52-4386-82ec-3f6c58ae0d4c\", \"e7d881d5-b5df-42d2-b304-1acc3f9d4831\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 2.652}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 1424"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1424, 2592]]}}}\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": "Could you enlighten me about user with a overall quantity of sessions that is higher than 5, inclusive num 5 additionaly apply sorting by overall sessions count descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-19 04:49:50.000000+00:00\", \"2022-03-08 06:01:09.000000+00:00\"], \"session_ids\": [\"e0eee619-7a38-4387-a111-5f4dcc0cc90e\", \"9b26a6c7-2c61-4af3-8a02-5e6700326cc3\"], \"total_duration\": 420.0, \"total_sessions\": 2, \"mean_week_duration\": 22.105}, \"62860\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-20 03:53:43.000000+00:00\", \"2019-11-23 00:38:25.000000+00:00\"], \"session_ids\": [\"c5cd0272-3740-44ba-b00c-440155481250\", \"26464bdf-5763-439a-be19-c415968a2147\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 1.305}, \"6424\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-01-21 06:16:03.000000+00:00\", \"2023-01-22 07:28:04.000000+00:00\"], \"session_ids\": [\"038a4d3b-e6d3-4fa7-bcbc-fb6ad3346a39\", \"d344529c-9458-4575-a167-876ace0891cc\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.121}, \"81385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-28 18:02:01.000000+00:00\", \"2019-03-12 18:05:56.000000+00:00\"], \"session_ids\": [\"b7163d43-859f-43e7-83f0-17edb1d7314a\", \"ee18ce43-7691-41b9-8009-44631a7a1567\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 1.722}, \"24704\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-17 19:22:42.000000+00:00\", \"2022-03-01 23:31:27.000000+00:00\"], \"session_ids\": [\"b06d6a01-b9fa-46b4-87f8-4ffeb444519f\", \"4a721d31-da10-489b-88fe-b50bc4bd6184\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 2.014}, \"25615\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-08-10 18:35:04.000000+00:00\", \"2019-12-17 22:29:09.000000+00:00\"], \"session_ids\": [\"27c88e51-5490-44e9-ae54-56a4b9527b57\", \"f5148237-200f-4d65-bcbb-ea7782b29ff2\"], \"total_duration\": 339.0, \"total_sessions\": 2, \"mean_week_duration\": 17.842}, \"78135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-15 06:56:18.000000+00:00\", \"2021-02-18 06:55:45.000000+00:00\", \"2021-08-20 09:41:15.000000+00:00\"], \"session_ids\": [\"aae20711-a298-485a-b6c4-0fd6f29a1bff\", \"24bdfd7a-7f66-4a53-a0c9-27299929d628\", \"9af7f0d7-e710-4d22-8a62-76128d42d14c\"], \"total_duration\": 375.0, \"total_sessions\": 3, \"mean_week_duration\": 3.713}, \"15449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-22 20:51:45.000000+00:00\", \"2020-04-26 14:46:27.000000+00:00\"], \"session_ids\": [\"505ab39d-7b8c-40cc-9ff9-e1278fc80ef4\", \"30eb1a9d-bfbc-4aef-8696-5583701c4991\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.934}, \"82538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-03 17:05:08.000000+00:00\", \"2022-09-04 16:51:21.000000+00:00\", \"2022-09-07 07:29:07.000000+00:00\", \"2019-01-27 01:07:29.000000+00:00\", \"2019-02-23 13:34:48.000000+00:00\", \"2022-10-24 14:16:08.000000+00:00\"], \"session_ids\": [\"f95aff6d-9c8a-4c2e-a462-26933b2897a1\", \"7e9f640b-600b-4be7-b48a-81f625761e69\", \"84b43390-0da8-4126-b31e-612df6c5ae25\", \"0e142b2d-1baf-4cf7-a50f-5876589e9d60\", \"9ee190d9-12f2-4090-9d7a-edd1981cbfb4\", \"fd26a2cb-3b2f-447c-ad86-89f19f2fe51b\"], \"total_duration\": 396.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}, \"16099\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-11-29 11:55:48.000000+00:00\", \"2021-01-08 19:01:46.000000+00:00\"], \"session_ids\": [\"3c5b8875-c6a1-48ff-964e-3f9746bd67d6\", \"5fc126df-28c7-43d6-bbad-25a96fc49f1d\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 4.638}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[5, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-03 17:05:08.000000+00:00\", \"2022-09-04 16:51:21.000000+00:00\", \"2022-09-07 07:29:07.000000+00:00\", \"2019-01-27 01:07:29.000000+00:00\", \"2019-02-23 13:34:48.000000+00:00\", \"2022-10-24 14:16:08.000000+00:00\"], \"session_ids\": [\"f95aff6d-9c8a-4c2e-a462-26933b2897a1\", \"7e9f640b-600b-4be7-b48a-81f625761e69\", \"84b43390-0da8-4126-b31e-612df6c5ae25\", \"0e142b2d-1baf-4cf7-a50f-5876589e9d60\", \"9ee190d9-12f2-4090-9d7a-edd1981cbfb4\", \"fd26a2cb-3b2f-447c-ad86-89f19f2fe51b\"], \"total_duration\": 396.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-03 17:05:08.000000+00:00\", \"2022-09-04 16:51:21.000000+00:00\", \"2022-09-07 07:29:07.000000+00:00\", \"2019-01-27 01:07:29.000000+00:00\", \"2019-02-23 13:34:48.000000+00:00\", \"2022-10-24 14:16:08.000000+00:00\"], \"session_ids\": [\"f95aff6d-9c8a-4c2e-a462-26933b2897a1\", \"7e9f640b-600b-4be7-b48a-81f625761e69\", \"84b43390-0da8-4126-b31e-612df6c5ae25\", \"0e142b2d-1baf-4cf7-a50f-5876589e9d60\", \"9ee190d9-12f2-4090-9d7a-edd1981cbfb4\", \"fd26a2cb-3b2f-447c-ad86-89f19f2fe51b\"], \"total_duration\": 396.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-03 17:05:08.000000+00:00\", \"2022-09-04 16:51:21.000000+00:00\", \"2022-09-07 07:29:07.000000+00:00\", \"2019-01-27 01:07:29.000000+00:00\", \"2019-02-23 13:34:48.000000+00:00\", \"2022-10-24 14:16:08.000000+00:00\"], \"session_ids\": [\"f95aff6d-9c8a-4c2e-a462-26933b2897a1\", \"7e9f640b-600b-4be7-b48a-81f625761e69\", \"84b43390-0da8-4126-b31e-612df6c5ae25\", \"0e142b2d-1baf-4cf7-a50f-5876589e9d60\", \"9ee190d9-12f2-4090-9d7a-edd1981cbfb4\", \"fd26a2cb-3b2f-447c-ad86-89f19f2fe51b\"], \"total_duration\": 396.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}}]\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[{\"82538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-03 17:05:08.000000+00:00\", \"2022-09-04 16:51:21.000000+00:00\", \"2022-09-07 07:29:07.000000+00:00\", \"2019-01-27 01:07:29.000000+00:00\", \"2019-02-23 13:34:48.000000+00:00\", \"2022-10-24 14:16:08.000000+00:00\"], \"session_ids\": [\"f95aff6d-9c8a-4c2e-a462-26933b2897a1\", \"7e9f640b-600b-4be7-b48a-81f625761e69\", \"84b43390-0da8-4126-b31e-612df6c5ae25\", \"0e142b2d-1baf-4cf7-a50f-5876589e9d60\", \"9ee190d9-12f2-4090-9d7a-edd1981cbfb4\", \"fd26a2cb-3b2f-447c-ad86-89f19f2fe51b\"], \"total_duration\": 396.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about users who have time using the app less than 886 inclusive + apply sorting by time spent on the site ascending."
}
] |
[
{
"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{\"93002\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-03-05 05:50:52.000000+00:00\", \"2023-03-19 16:09:36.000000+00:00\", \"2020-01-17 15:47:24.000000+00:00\"], \"session_ids\": [\"4d981cf9-ad10-4197-b0d0-0e80dacb3861\", \"a8b8852f-dd7e-434a-93b9-f79bac603083\", \"9f28a6a6-3ecd-4e4d-95cb-de779882a7f0\"], \"total_duration\": 459.0, \"total_sessions\": 3, \"mean_week_duration\": 2.175}, \"28750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-06-11 17:49:02.000000+00:00\", \"2023-03-12 13:01:21.000000+00:00\", \"2023-02-16 16:10:06.000000+00:00\"], \"session_ids\": [\"a57a4762-486b-47b6-bdff-6a60c176462d\", \"e7340207-e925-4c8f-83cc-135d67af0d46\", \"ef396b05-2e03-415b-add5-72e6208445d3\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.158}, \"78884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-16 07:19:25.000000+00:00\", \"2022-10-27 18:31:42.000000+00:00\"], \"session_ids\": [\"c66b1ca6-2e54-437f-97cc-823c71ec3fea\", \"34ead1dd-c043-43a7-9ef7-3505265f9414\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 1.575}, \"25579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-27 01:36:09.000000+00:00\", \"2019-04-06 15:28:49.000000+00:00\"], \"session_ids\": [\"ad433834-b2f1-4d3e-bb1a-26b68851a4ba\", \"c78e11ff-2fa5-4b9f-9a10-f8f8b0130246\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 2.1}, \"53857\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-02 13:28:36.000000+00:00\", \"2022-08-19 02:21:21.000000+00:00\", \"2019-01-15 04:20:13.000000+00:00\"], \"session_ids\": [\"5a0bb5ba-75c1-4943-8417-b66fccbe9615\", \"1f1069e4-4f49-476b-b1e2-7f90cd61831b\", \"bc879bf6-3b77-4383-aa3e-9f2154e74f57\"], \"total_duration\": 270.0, \"total_sessions\": 3, \"mean_week_duration\": 1.421}, \"82378\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-20 23:15:26.000000+00:00\", \"2020-12-16 10:04:34.000000+00:00\"], \"session_ids\": [\"01567d29-2788-4711-885b-3006ca22f243\", \"2fb55833-3a0f-4caa-975f-06f37ed5be23\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}, \"38542\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-07-07 15:47:33.000000+00:00\", \"2021-05-01 13:15:20.000000+00:00\"], \"session_ids\": [\"46fa7000-88dc-4995-9a84-5ca76c533941\", \"df2b5531-461e-45e2-8a64-d3a163000fca\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"41088\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2020-10-12 07:32:58.000000+00:00\", \"2019-01-06 07:50:11.000000+00:00\", \"2022-03-14 14:20:39.000000+00:00\", \"2022-09-16 15:38:46.000000+00:00\", \"2022-05-06 16:19:23.000000+00:00\", \"2019-10-10 00:28:42.000000+00:00\", \"2023-06-13 07:31:14.000000+00:00\"], \"session_ids\": [\"ebc07565-b4ee-4c3b-847e-423ace716af0\", \"ef5d6194-4e8d-4019-b113-55528816af2d\", \"c1e56bcc-736e-4d84-943f-cd5fe929f887\", \"530253ca-ec5f-4bbc-a547-d84b8ee837f0\", \"5781f780-0e8a-49a6-88d2-ad76b3f7d616\", \"9be89b4d-90e2-4132-8635-df8e5ee2701e\", \"89f0e80d-f61c-4139-ad98-c9a08fb66498\"], \"total_duration\": 4411.0, \"total_sessions\": 7, \"mean_week_duration\": 19.013}, \"8771\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-04 22:29:53.000000+00:00\", \"2020-03-24 11:25:57.000000+00:00\", \"2022-09-13 09:53:31.000000+00:00\", \"2023-03-04 22:53:14.000000+00:00\"], \"session_ids\": [\"6d76cd3e-aef8-4e76-a6e3-71906117a48f\", \"81200bab-6095-4c27-a954-9ba2ad6cca28\", \"e9e29808-06c5-46e0-a568-ba20226b33e2\", \"66feeac7-0907-4d44-b810-9f65727a07b4\"], \"total_duration\": 463.0, \"total_sessions\": 4, \"mean_week_duration\": 3.006}, \"45840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-03-29 01:07:07.000000+00:00\", \"2021-12-16 11:57:00.000000+00:00\", \"2022-10-08 07:49:35.000000+00:00\", \"2021-07-01 01:57:50.000000+00:00\"], \"session_ids\": [\"442cbc94-5725-4b2e-9977-81327c7037a6\", \"9da87689-1a67-4921-9fa6-301d9e0097dc\", \"0ca262f4-33c4-4647-8e16-3f79ef70fa95\", \"f41bff2a-3696-461d-9429-55cb5a5c4687\"], \"total_duration\": 644.0, \"total_sessions\": 4, \"mean_week_duration\": 8.05}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 886"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[886, 2641]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93002\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-03-05 05:50:52.000000+00:00\", \"2023-03-19 16:09:36.000000+00:00\", \"2020-01-17 15:47:24.000000+00:00\"], \"session_ids\": [\"4d981cf9-ad10-4197-b0d0-0e80dacb3861\", \"a8b8852f-dd7e-434a-93b9-f79bac603083\", \"9f28a6a6-3ecd-4e4d-95cb-de779882a7f0\"], \"total_duration\": 459.0, \"total_sessions\": 3, \"mean_week_duration\": 2.175}, \"28750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-06-11 17:49:02.000000+00:00\", \"2023-03-12 13:01:21.000000+00:00\", \"2023-02-16 16:10:06.000000+00:00\"], \"session_ids\": [\"a57a4762-486b-47b6-bdff-6a60c176462d\", \"e7340207-e925-4c8f-83cc-135d67af0d46\", \"ef396b05-2e03-415b-add5-72e6208445d3\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.158}, \"78884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-16 07:19:25.000000+00:00\", \"2022-10-27 18:31:42.000000+00:00\"], \"session_ids\": [\"c66b1ca6-2e54-437f-97cc-823c71ec3fea\", \"34ead1dd-c043-43a7-9ef7-3505265f9414\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 1.575}, \"25579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-27 01:36:09.000000+00:00\", \"2019-04-06 15:28:49.000000+00:00\"], \"session_ids\": [\"ad433834-b2f1-4d3e-bb1a-26b68851a4ba\", \"c78e11ff-2fa5-4b9f-9a10-f8f8b0130246\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 2.1}, \"53857\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-02 13:28:36.000000+00:00\", \"2022-08-19 02:21:21.000000+00:00\", \"2019-01-15 04:20:13.000000+00:00\"], \"session_ids\": [\"5a0bb5ba-75c1-4943-8417-b66fccbe9615\", \"1f1069e4-4f49-476b-b1e2-7f90cd61831b\", \"bc879bf6-3b77-4383-aa3e-9f2154e74f57\"], \"total_duration\": 270.0, \"total_sessions\": 3, \"mean_week_duration\": 1.421}, \"82378\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-20 23:15:26.000000+00:00\", \"2020-12-16 10:04:34.000000+00:00\"], \"session_ids\": [\"01567d29-2788-4711-885b-3006ca22f243\", \"2fb55833-3a0f-4caa-975f-06f37ed5be23\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}, \"38542\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-07-07 15:47:33.000000+00:00\", \"2021-05-01 13:15:20.000000+00:00\"], \"session_ids\": [\"46fa7000-88dc-4995-9a84-5ca76c533941\", \"df2b5531-461e-45e2-8a64-d3a163000fca\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"8771\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-04 22:29:53.000000+00:00\", \"2020-03-24 11:25:57.000000+00:00\", \"2022-09-13 09:53:31.000000+00:00\", \"2023-03-04 22:53:14.000000+00:00\"], \"session_ids\": [\"6d76cd3e-aef8-4e76-a6e3-71906117a48f\", \"81200bab-6095-4c27-a954-9ba2ad6cca28\", \"e9e29808-06c5-46e0-a568-ba20226b33e2\", \"66feeac7-0907-4d44-b810-9f65727a07b4\"], \"total_duration\": 463.0, \"total_sessions\": 4, \"mean_week_duration\": 3.006}, \"45840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-03-29 01:07:07.000000+00:00\", \"2021-12-16 11:57:00.000000+00:00\", \"2022-10-08 07:49:35.000000+00:00\", \"2021-07-01 01:57:50.000000+00:00\"], \"session_ids\": [\"442cbc94-5725-4b2e-9977-81327c7037a6\", \"9da87689-1a67-4921-9fa6-301d9e0097dc\", \"0ca262f4-33c4-4647-8e16-3f79ef70fa95\", \"f41bff2a-3696-461d-9429-55cb5a5c4687\"], \"total_duration\": 644.0, \"total_sessions\": 4, \"mean_week_duration\": 8.05}}\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[{\"82378\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-20 23:15:26.000000+00:00\", \"2020-12-16 10:04:34.000000+00:00\"], \"session_ids\": [\"01567d29-2788-4711-885b-3006ca22f243\", \"2fb55833-3a0f-4caa-975f-06f37ed5be23\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}}, {\"25579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-27 01:36:09.000000+00:00\", \"2019-04-06 15:28:49.000000+00:00\"], \"session_ids\": [\"ad433834-b2f1-4d3e-bb1a-26b68851a4ba\", \"c78e11ff-2fa5-4b9f-9a10-f8f8b0130246\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 2.1}}, {\"28750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-06-11 17:49:02.000000+00:00\", \"2023-03-12 13:01:21.000000+00:00\", \"2023-02-16 16:10:06.000000+00:00\"], \"session_ids\": [\"a57a4762-486b-47b6-bdff-6a60c176462d\", \"e7340207-e925-4c8f-83cc-135d67af0d46\", \"ef396b05-2e03-415b-add5-72e6208445d3\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.158}}, {\"38542\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-07-07 15:47:33.000000+00:00\", \"2021-05-01 13:15:20.000000+00:00\"], \"session_ids\": [\"46fa7000-88dc-4995-9a84-5ca76c533941\", \"df2b5531-461e-45e2-8a64-d3a163000fca\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"78884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-16 07:19:25.000000+00:00\", \"2022-10-27 18:31:42.000000+00:00\"], \"session_ids\": [\"c66b1ca6-2e54-437f-97cc-823c71ec3fea\", \"34ead1dd-c043-43a7-9ef7-3505265f9414\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 1.575}}, {\"53857\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-02 13:28:36.000000+00:00\", \"2022-08-19 02:21:21.000000+00:00\", \"2019-01-15 04:20:13.000000+00:00\"], \"session_ids\": [\"5a0bb5ba-75c1-4943-8417-b66fccbe9615\", \"1f1069e4-4f49-476b-b1e2-7f90cd61831b\", \"bc879bf6-3b77-4383-aa3e-9f2154e74f57\"], \"total_duration\": 270.0, \"total_sessions\": 3, \"mean_week_duration\": 1.421}}, {\"93002\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-03-05 05:50:52.000000+00:00\", \"2023-03-19 16:09:36.000000+00:00\", \"2020-01-17 15:47:24.000000+00:00\"], \"session_ids\": [\"4d981cf9-ad10-4197-b0d0-0e80dacb3861\", \"a8b8852f-dd7e-434a-93b9-f79bac603083\", \"9f28a6a6-3ecd-4e4d-95cb-de779882a7f0\"], \"total_duration\": 459.0, \"total_sessions\": 3, \"mean_week_duration\": 2.175}}, {\"8771\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-04 22:29:53.000000+00:00\", \"2020-03-24 11:25:57.000000+00:00\", \"2022-09-13 09:53:31.000000+00:00\", \"2023-03-04 22:53:14.000000+00:00\"], \"session_ids\": [\"6d76cd3e-aef8-4e76-a6e3-71906117a48f\", \"81200bab-6095-4c27-a954-9ba2ad6cca28\", \"e9e29808-06c5-46e0-a568-ba20226b33e2\", \"66feeac7-0907-4d44-b810-9f65727a07b4\"], \"total_duration\": 463.0, \"total_sessions\": 4, \"mean_week_duration\": 3.006}}, {\"45840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-03-29 01:07:07.000000+00:00\", \"2021-12-16 11:57:00.000000+00:00\", \"2022-10-08 07:49:35.000000+00:00\", \"2021-07-01 01:57:50.000000+00:00\"], \"session_ids\": [\"442cbc94-5725-4b2e-9977-81327c7037a6\", \"9da87689-1a67-4921-9fa6-301d9e0097dc\", \"0ca262f4-33c4-4647-8e16-3f79ef70fa95\", \"f41bff2a-3696-461d-9429-55cb5a5c4687\"], \"total_duration\": 644.0, \"total_sessions\": 4, \"mean_week_duration\": 8.05}}]\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[{\"82378\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-20 23:15:26.000000+00:00\", \"2020-12-16 10:04:34.000000+00:00\"], \"session_ids\": [\"01567d29-2788-4711-885b-3006ca22f243\", \"2fb55833-3a0f-4caa-975f-06f37ed5be23\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}}, {\"25579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-27 01:36:09.000000+00:00\", \"2019-04-06 15:28:49.000000+00:00\"], \"session_ids\": [\"ad433834-b2f1-4d3e-bb1a-26b68851a4ba\", \"c78e11ff-2fa5-4b9f-9a10-f8f8b0130246\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 2.1}}, {\"28750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-06-11 17:49:02.000000+00:00\", \"2023-03-12 13:01:21.000000+00:00\", \"2023-02-16 16:10:06.000000+00:00\"], \"session_ids\": [\"a57a4762-486b-47b6-bdff-6a60c176462d\", \"e7340207-e925-4c8f-83cc-135d67af0d46\", \"ef396b05-2e03-415b-add5-72e6208445d3\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.158}}, {\"38542\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-07-07 15:47:33.000000+00:00\", \"2021-05-01 13:15:20.000000+00:00\"], \"session_ids\": [\"46fa7000-88dc-4995-9a84-5ca76c533941\", \"df2b5531-461e-45e2-8a64-d3a163000fca\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"78884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-16 07:19:25.000000+00:00\", \"2022-10-27 18:31:42.000000+00:00\"], \"session_ids\": [\"c66b1ca6-2e54-437f-97cc-823c71ec3fea\", \"34ead1dd-c043-43a7-9ef7-3505265f9414\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 1.575}}, {\"53857\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-02 13:28:36.000000+00:00\", \"2022-08-19 02:21:21.000000+00:00\", \"2019-01-15 04:20:13.000000+00:00\"], \"session_ids\": [\"5a0bb5ba-75c1-4943-8417-b66fccbe9615\", \"1f1069e4-4f49-476b-b1e2-7f90cd61831b\", \"bc879bf6-3b77-4383-aa3e-9f2154e74f57\"], \"total_duration\": 270.0, \"total_sessions\": 3, \"mean_week_duration\": 1.421}}, {\"93002\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-03-05 05:50:52.000000+00:00\", \"2023-03-19 16:09:36.000000+00:00\", \"2020-01-17 15:47:24.000000+00:00\"], \"session_ids\": [\"4d981cf9-ad10-4197-b0d0-0e80dacb3861\", \"a8b8852f-dd7e-434a-93b9-f79bac603083\", \"9f28a6a6-3ecd-4e4d-95cb-de779882a7f0\"], \"total_duration\": 459.0, \"total_sessions\": 3, \"mean_week_duration\": 2.175}}, {\"8771\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-04 22:29:53.000000+00:00\", \"2020-03-24 11:25:57.000000+00:00\", \"2022-09-13 09:53:31.000000+00:00\", \"2023-03-04 22:53:14.000000+00:00\"], \"session_ids\": [\"6d76cd3e-aef8-4e76-a6e3-71906117a48f\", \"81200bab-6095-4c27-a954-9ba2ad6cca28\", \"e9e29808-06c5-46e0-a568-ba20226b33e2\", \"66feeac7-0907-4d44-b810-9f65727a07b4\"], \"total_duration\": 463.0, \"total_sessions\": 4, \"mean_week_duration\": 3.006}}, {\"45840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-03-29 01:07:07.000000+00:00\", \"2021-12-16 11:57:00.000000+00:00\", \"2022-10-08 07:49:35.000000+00:00\", \"2021-07-01 01:57:50.000000+00:00\"], \"session_ids\": [\"442cbc94-5725-4b2e-9977-81327c7037a6\", \"9da87689-1a67-4921-9fa6-301d9e0097dc\", \"0ca262f4-33c4-4647-8e16-3f79ef70fa95\", \"f41bff2a-3696-461d-9429-55cb5a5c4687\"], \"total_duration\": 644.0, \"total_sessions\": 4, \"mean_week_duration\": 8.05}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users who have sum of duration greater than 2367 and less than 4687 (not including) and carry out sorting by average week duration in descending order and 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{\"37554\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-19 09:33:26.000000+00:00\", \"2020-02-08 14:50:36.000000+00:00\", \"2021-09-03 15:12:26.000000+00:00\", \"2022-07-26 13:26:02.000000+00:00\", \"2022-05-24 17:17:28.000000+00:00\", \"2020-03-10 20:57:55.000000+00:00\", \"2023-04-28 02:58:55.000000+00:00\", \"2022-07-28 14:48:38.000000+00:00\", \"2022-07-23 03:58:33.000000+00:00\"], \"session_ids\": [\"f88e11fc-fcff-4143-b250-38e23692eb41\", \"1d2b7066-0754-4df5-b703-33df729f8e48\", \"1ffde39d-d3ef-4527-85d1-4d6281d7b7a2\", \"ca1e541d-19aa-4bd4-a1f8-6abe6a087a5a\", \"99aa44c2-7e2a-414c-8c42-3ea01daa64a5\", \"85c3512d-e51b-4940-a6c5-f10c4ee8b6d9\", \"7c353509-82c9-4100-8d5a-c449498792f7\", \"fd1aa83f-7ef5-42be-9cde-7de0eceff877\", \"45875d6b-784f-4ae2-ad10-6ba2c58d7a07\"], \"total_duration\": 18892.0, \"total_sessions\": 9, \"mean_week_duration\": 97.886}, \"29574\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-06 10:04:20.000000+00:00\", \"2021-07-24 02:03:48.000000+00:00\"], \"session_ids\": [\"d1248ac0-8e80-4197-b7f1-96c0ea6c20aa\", \"fc9c3362-c66b-402b-9d07-10b1649f5b26\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 3.752}, \"54754\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-03-12 17:55:38.000000+00:00\", \"2021-06-11 07:50:32.000000+00:00\"], \"session_ids\": [\"1e61bb09-eec5-4df7-8aff-6f6262489341\", \"006d656b-05d7-4e0b-8371-0aa85c93d5dd\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 3.7}, \"35452\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-02 00:45:30.000000+00:00\", \"2019-11-25 11:46:17.000000+00:00\", \"2020-08-26 14:41:18.000000+00:00\", \"2023-05-05 01:18:48.000000+00:00\"], \"session_ids\": [\"d41d6ecb-8790-4791-8663-054785b535ae\", \"c4bd28f1-6356-49bd-aa62-ae2bc90ba63a\", \"549472be-1eb7-4346-99ff-cbf22702f8a9\", \"b48eb0c9-ec34-419f-8635-f8ee09f47082\"], \"total_duration\": 1890.0, \"total_sessions\": 4, \"mean_week_duration\": 10.5}, \"6368\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-09 20:32:20.000000+00:00\", \"2019-06-11 00:13:10.000000+00:00\", \"2022-03-15 09:16:57.000000+00:00\", \"2022-06-01 06:57:50.000000+00:00\", \"2019-03-24 01:40:46.000000+00:00\"], \"session_ids\": [\"be1ae272-4e90-4078-b644-1cc40306b550\", \"98aeb22e-4515-416a-af67-7a07d158c88a\", \"0a1df148-2d13-42dc-9bdc-1459a921797f\", \"6dd2ee77-c4a2-41b1-83e7-71d460580b85\", \"e2a144c9-841a-48b7-b8ce-7b916c75e41a\"], \"total_duration\": 3927.0, \"total_sessions\": 5, \"mean_week_duration\": 23.515}, \"29628\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-21 19:26:23.000000+00:00\", \"2021-03-17 00:59:16.000000+00:00\", \"2022-09-28 08:54:02.000000+00:00\"], \"session_ids\": [\"608e9af6-cdb3-438a-a53a-8d6ab28d553e\", \"4f929125-871c-41ac-85af-ebf927facdfd\", \"1c6d9d22-8e4c-4f2c-b215-46d27dbb7591\"], \"total_duration\": 457.0, \"total_sessions\": 3, \"mean_week_duration\": 5.713}, \"45627\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-17 08:09:17.000000+00:00\", \"2020-09-17 00:29:45.000000+00:00\"], \"session_ids\": [\"2b2aed6e-fa37-4649-b157-7862e0757ce2\", \"1602fe1a-7bef-433a-b81e-c06f34b91332\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 6.115}, \"51706\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-04-24 14:32:44.000000+00:00\", \"2021-08-07 19:40:38.000000+00:00\"], \"session_ids\": [\"befafee0-4993-4c55-9a6d-435d5c8e9772\", \"6bdd03ae-5cac-4b41-aa94-621a028c9abd\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 32.333}, \"39456\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-04 23:35:20.000000+00:00\", \"2021-11-03 01:02:40.000000+00:00\", \"2019-09-18 11:39:33.000000+00:00\", \"2020-03-14 09:07:12.000000+00:00\", \"2019-03-30 04:40:11.000000+00:00\", \"2021-07-08 18:08:49.000000+00:00\", \"2022-08-01 21:51:39.000000+00:00\", \"2021-11-21 10:11:52.000000+00:00\", \"2023-03-02 06:27:49.000000+00:00\"], \"session_ids\": [\"f217bb9f-9be9-435d-899a-da7f034237ad\", \"bb9b0c3d-c29d-4494-8bfc-12b1739b88e1\", \"b6e97a45-9f5c-4a25-9de5-77a917501b8a\", \"4f343cb3-e869-4f3f-b265-46a0a726e5c7\", \"94c0b4c2-8b0a-4b39-a227-d1060a146e6b\", \"2ffa1686-538c-4b87-8a07-7b641704b1c3\", \"3a1d6dbb-1806-48df-a15d-9b80417b88a7\", \"3569fa5d-1670-4c34-ac85-df7b695944d1\", \"1a418d95-9e40-449e-a922-470633a050c2\"], \"total_duration\": 2562.0, \"total_sessions\": 9, \"mean_week_duration\": 12.498}, \"16285\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-17 20:42:15.000000+00:00\", \"2021-09-10 23:03:54.000000+00:00\", \"2020-07-27 18:18:11.000000+00:00\", \"2023-01-15 08:34:47.000000+00:00\", \"2020-07-04 12:25:50.000000+00:00\", \"2020-02-02 09:56:07.000000+00:00\", \"2020-12-02 18:55:37.000000+00:00\", \"2020-10-15 01:05:17.000000+00:00\", \"2021-12-27 20:06:13.000000+00:00\", \"2021-07-15 05:45:12.000000+00:00\", \"2021-02-11 05:21:22.000000+00:00\"], \"session_ids\": [\"f45639d0-2cd5-496e-8a6e-a5ff7aa65151\", \"ee500a02-7b4a-4005-902f-0e9698cbe24b\", \"a07c1f41-fbed-40fd-8c55-a13a359c663d\", \"1cbab076-6ca7-4835-a14f-f9794a3537de\", \"36c033c2-27e8-4b65-b5a2-02a6dfd3dace\", \"9fd8f8da-d3be-4583-a793-c04441b758dd\", \"dbeb7d1d-0e0a-4081-a305-449cc240ab33\", \"63b5ab7b-1ccc-4713-9638-6596a488e0f3\", \"6b044933-0afb-4b5a-836a-dc3ac59ec75a\", \"a349f040-c4f7-410a-8cce-fef41883f7a5\", \"32e1dfea-0526-4330-afff-b5b4a6259816\"], \"total_duration\": 1011.0, \"total_sessions\": 11, \"mean_week_duration\": 6.565}}\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 2367 and are less than 4687"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[2367, 4687]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6368\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-09 20:32:20.000000+00:00\", \"2019-06-11 00:13:10.000000+00:00\", \"2022-03-15 09:16:57.000000+00:00\", \"2022-06-01 06:57:50.000000+00:00\", \"2019-03-24 01:40:46.000000+00:00\"], \"session_ids\": [\"be1ae272-4e90-4078-b644-1cc40306b550\", \"98aeb22e-4515-416a-af67-7a07d158c88a\", \"0a1df148-2d13-42dc-9bdc-1459a921797f\", \"6dd2ee77-c4a2-41b1-83e7-71d460580b85\", \"e2a144c9-841a-48b7-b8ce-7b916c75e41a\"], \"total_duration\": 3927.0, \"total_sessions\": 5, \"mean_week_duration\": 23.515}, \"39456\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-04 23:35:20.000000+00:00\", \"2021-11-03 01:02:40.000000+00:00\", \"2019-09-18 11:39:33.000000+00:00\", \"2020-03-14 09:07:12.000000+00:00\", \"2019-03-30 04:40:11.000000+00:00\", \"2021-07-08 18:08:49.000000+00:00\", \"2022-08-01 21:51:39.000000+00:00\", \"2021-11-21 10:11:52.000000+00:00\", \"2023-03-02 06:27:49.000000+00:00\"], \"session_ids\": [\"f217bb9f-9be9-435d-899a-da7f034237ad\", \"bb9b0c3d-c29d-4494-8bfc-12b1739b88e1\", \"b6e97a45-9f5c-4a25-9de5-77a917501b8a\", \"4f343cb3-e869-4f3f-b265-46a0a726e5c7\", \"94c0b4c2-8b0a-4b39-a227-d1060a146e6b\", \"2ffa1686-538c-4b87-8a07-7b641704b1c3\", \"3a1d6dbb-1806-48df-a15d-9b80417b88a7\", \"3569fa5d-1670-4c34-ac85-df7b695944d1\", \"1a418d95-9e40-449e-a922-470633a050c2\"], \"total_duration\": 2562.0, \"total_sessions\": 9, \"mean_week_duration\": 12.498}}\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[{\"6368\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-09 20:32:20.000000+00:00\", \"2019-06-11 00:13:10.000000+00:00\", \"2022-03-15 09:16:57.000000+00:00\", \"2022-06-01 06:57:50.000000+00:00\", \"2019-03-24 01:40:46.000000+00:00\"], \"session_ids\": [\"be1ae272-4e90-4078-b644-1cc40306b550\", \"98aeb22e-4515-416a-af67-7a07d158c88a\", \"0a1df148-2d13-42dc-9bdc-1459a921797f\", \"6dd2ee77-c4a2-41b1-83e7-71d460580b85\", \"e2a144c9-841a-48b7-b8ce-7b916c75e41a\"], \"total_duration\": 3927.0, \"total_sessions\": 5, \"mean_week_duration\": 23.515}}, {\"39456\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-04 23:35:20.000000+00:00\", \"2021-11-03 01:02:40.000000+00:00\", \"2019-09-18 11:39:33.000000+00:00\", \"2020-03-14 09:07:12.000000+00:00\", \"2019-03-30 04:40:11.000000+00:00\", \"2021-07-08 18:08:49.000000+00:00\", \"2022-08-01 21:51:39.000000+00:00\", \"2021-11-21 10:11:52.000000+00:00\", \"2023-03-02 06:27:49.000000+00:00\"], \"session_ids\": [\"f217bb9f-9be9-435d-899a-da7f034237ad\", \"bb9b0c3d-c29d-4494-8bfc-12b1739b88e1\", \"b6e97a45-9f5c-4a25-9de5-77a917501b8a\", \"4f343cb3-e869-4f3f-b265-46a0a726e5c7\", \"94c0b4c2-8b0a-4b39-a227-d1060a146e6b\", \"2ffa1686-538c-4b87-8a07-7b641704b1c3\", \"3a1d6dbb-1806-48df-a15d-9b80417b88a7\", \"3569fa5d-1670-4c34-ac85-df7b695944d1\", \"1a418d95-9e40-449e-a922-470633a050c2\"], \"total_duration\": 2562.0, \"total_sessions\": 9, \"mean_week_duration\": 12.498}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"6368\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-09 20:32:20.000000+00:00\", \"2019-06-11 00:13:10.000000+00:00\", \"2022-03-15 09:16:57.000000+00:00\", \"2022-06-01 06:57:50.000000+00:00\", \"2019-03-24 01:40:46.000000+00:00\"], \"session_ids\": [\"be1ae272-4e90-4078-b644-1cc40306b550\", \"98aeb22e-4515-416a-af67-7a07d158c88a\", \"0a1df148-2d13-42dc-9bdc-1459a921797f\", \"6dd2ee77-c4a2-41b1-83e7-71d460580b85\", \"e2a144c9-841a-48b7-b8ce-7b916c75e41a\"], \"total_duration\": 3927.0, \"total_sessions\": 5, \"mean_week_duration\": 23.515}}, {\"39456\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-04 23:35:20.000000+00:00\", \"2021-11-03 01:02:40.000000+00:00\", \"2019-09-18 11:39:33.000000+00:00\", \"2020-03-14 09:07:12.000000+00:00\", \"2019-03-30 04:40:11.000000+00:00\", \"2021-07-08 18:08:49.000000+00:00\", \"2022-08-01 21:51:39.000000+00:00\", \"2021-11-21 10:11:52.000000+00:00\", \"2023-03-02 06:27:49.000000+00:00\"], \"session_ids\": [\"f217bb9f-9be9-435d-899a-da7f034237ad\", \"bb9b0c3d-c29d-4494-8bfc-12b1739b88e1\", \"b6e97a45-9f5c-4a25-9de5-77a917501b8a\", \"4f343cb3-e869-4f3f-b265-46a0a726e5c7\", \"94c0b4c2-8b0a-4b39-a227-d1060a146e6b\", \"2ffa1686-538c-4b87-8a07-7b641704b1c3\", \"3a1d6dbb-1806-48df-a15d-9b80417b88a7\", \"3569fa5d-1670-4c34-ac85-df7b695944d1\", \"1a418d95-9e40-449e-a922-470633a050c2\"], \"total_duration\": 2562.0, \"total_sessions\": 9, \"mean_week_duration\": 12.498}}]\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[{\"6368\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-09 20:32:20.000000+00:00\", \"2019-06-11 00:13:10.000000+00:00\", \"2022-03-15 09:16:57.000000+00:00\", \"2022-06-01 06:57:50.000000+00:00\", \"2019-03-24 01:40:46.000000+00:00\"], \"session_ids\": [\"be1ae272-4e90-4078-b644-1cc40306b550\", \"98aeb22e-4515-416a-af67-7a07d158c88a\", \"0a1df148-2d13-42dc-9bdc-1459a921797f\", \"6dd2ee77-c4a2-41b1-83e7-71d460580b85\", \"e2a144c9-841a-48b7-b8ce-7b916c75e41a\"], \"total_duration\": 3927.0, \"total_sessions\": 5, \"mean_week_duration\": 23.515}}, {\"39456\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-04 23:35:20.000000+00:00\", \"2021-11-03 01:02:40.000000+00:00\", \"2019-09-18 11:39:33.000000+00:00\", \"2020-03-14 09:07:12.000000+00:00\", \"2019-03-30 04:40:11.000000+00:00\", \"2021-07-08 18:08:49.000000+00:00\", \"2022-08-01 21:51:39.000000+00:00\", \"2021-11-21 10:11:52.000000+00:00\", \"2023-03-02 06:27:49.000000+00:00\"], \"session_ids\": [\"f217bb9f-9be9-435d-899a-da7f034237ad\", \"bb9b0c3d-c29d-4494-8bfc-12b1739b88e1\", \"b6e97a45-9f5c-4a25-9de5-77a917501b8a\", \"4f343cb3-e869-4f3f-b265-46a0a726e5c7\", \"94c0b4c2-8b0a-4b39-a227-d1060a146e6b\", \"2ffa1686-538c-4b87-8a07-7b641704b1c3\", \"3a1d6dbb-1806-48df-a15d-9b80417b88a7\", \"3569fa5d-1670-4c34-ac85-df7b695944d1\", \"1a418d95-9e40-449e-a922-470633a050c2\"], \"total_duration\": 2562.0, \"total_sessions\": 9, \"mean_week_duration\": 12.498}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 3 users with a total sessoins count that is higher than 5, inclusive num 5 , and put to use sorting by site usage time 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{\"16119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-10 02:46:26.000000+00:00\", \"2020-08-28 21:34:40.000000+00:00\"], \"session_ids\": [\"cca46746-7c69-4696-8b92-07a0ce66be18\", \"04ac7b15-b764-43ce-9902-091a8366ae64\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.812}, \"22491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-24 02:35:52.000000+00:00\", \"2019-10-22 06:17:29.000000+00:00\", \"2020-07-15 14:31:52.000000+00:00\"], \"session_ids\": [\"fa53e832-c199-4ca7-bf3b-61231dcce4bc\", \"8432ff65-1df0-40e2-bb3f-85b2b67680ce\", \"76e27ca3-f2e8-47ab-9c86-a89c8a120678\"], \"total_duration\": 590.0, \"total_sessions\": 3, \"mean_week_duration\": 3.554}, \"26702\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-10-02 17:05:00.000000+00:00\", \"2019-04-10 20:06:30.000000+00:00\"], \"session_ids\": [\"105ad805-ff64-435b-8e57-bf2bd28ec55d\", \"038e9cdd-811d-4cf2-9f3a-5cc12fe14dd6\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 2.631}, \"57632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-12-20 07:17:47.000000+00:00\", \"2019-10-07 00:30:12.000000+00:00\", \"2022-08-24 17:47:48.000000+00:00\"], \"session_ids\": [\"e78a7aba-8193-4276-b0f0-54be9c6f1114\", \"870e29c2-5763-4052-b770-aeb86ded5223\", \"916d76ce-d9a5-4e0f-87ab-a194e6bdd35f\"], \"total_duration\": 758.0, \"total_sessions\": 3, \"mean_week_duration\": 4.512}, \"9330\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-05-12 11:22:08.000000+00:00\", \"2021-06-26 22:07:25.000000+00:00\"], \"session_ids\": [\"fd12e5e2-2d30-4b4e-ba2b-2ededb281303\", \"07c22429-af31-4cc5-9d11-2b8ec1f74dab\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}, \"60835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-09-09 15:29:28.000000+00:00\", \"2021-03-08 01:17:44.000000+00:00\"], \"session_ids\": [\"faa268cb-1014-4324-b06a-6db93e10bc8e\", \"d1dbe48a-90cd-41a4-982e-04146a28503d\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}, \"79670\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-03-20 05:35:36.000000+00:00\", \"2023-03-03 08:11:29.000000+00:00\", \"2023-03-02 09:13:32.000000+00:00\"], \"session_ids\": [\"04b09983-0fc7-4d62-9d9d-8240ede3a7ce\", \"c94f94a9-facd-4aac-9556-407bca62069a\", \"ce5d67e0-3d48-4c7c-b47b-113697a001a9\"], \"total_duration\": 581.0, \"total_sessions\": 3, \"mean_week_duration\": 3.773}, \"26106\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-18 00:37:43.000000+00:00\", \"2023-06-24 15:10:55.000000+00:00\"], \"session_ids\": [\"20712dc5-2646-4fc9-ba0b-404b0f271f50\", \"53a1f424-e4de-4870-a5f8-bb6f8663a661\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.186}, \"52169\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-23 07:26:58.000000+00:00\", \"2019-12-24 02:09:49.000000+00:00\"], \"session_ids\": [\"9af8d45b-48ce-4924-9a18-cefd7352ebe4\", \"7d5d2a43-521b-4284-9fe4-6fcf14ae8e22\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 0.672}, \"37809\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-17 13:08:05.000000+00:00\", \"2021-02-20 18:09:18.000000+00:00\"], \"session_ids\": [\"847d397b-5b95-45af-8427-6393930aa4c0\", \"b4e27854-992a-4491-8236-d95dcac14ca9\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 2.407}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[5, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 5 users with a overall sessions count that is above 9 and below 5, exclusively 5 and in addition do sorting by overall quantity of sessions in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-10 01:24:12.000000+00:00\", \"2020-11-26 14:55:42.000000+00:00\"], \"session_ids\": [\"f6e40cd9-519d-488c-ae49-7fe80086e816\", \"3c29d325-9ceb-4fd0-bb1c-50098184b926\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 5.797}, \"64319\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-02 02:32:00.000000+00:00\", \"2021-06-15 20:16:16.000000+00:00\", \"2020-11-08 19:52:05.000000+00:00\"], \"session_ids\": [\"0c356ceb-b964-47d3-896e-666a1698e6e9\", \"e1f613b2-e08e-4c16-bcbf-ef7cdb617807\", \"63cbfb26-dc5c-47e0-b890-c9aa762cbbfe\"], \"total_duration\": 464.0, \"total_sessions\": 3, \"mean_week_duration\": 6.356}, \"45121\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-31 23:57:04.000000+00:00\", \"2019-02-04 17:45:30.000000+00:00\"], \"session_ids\": [\"cc40929a-46f8-47da-8b22-91eef07e85a0\", \"5155c576-4ec6-414f-abe1-3a11d05b6bed\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 7.833}, \"3473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 20:26:40.000000+00:00\", \"2021-01-15 05:11:08.000000+00:00\", \"2019-02-09 13:05:42.000000+00:00\", \"2019-02-19 14:36:02.000000+00:00\"], \"session_ids\": [\"fd550b4e-6f8a-43fd-b236-9364e744d35f\", \"6ce0e75b-a17d-4959-8663-8665ab5fbdc1\", \"30d00bc3-3be3-47a3-a185-9a6a9eccd9b0\", \"b3dc15d9-f1e7-4cec-b659-4bd55e6bf651\"], \"total_duration\": 750.0, \"total_sessions\": 4, \"mean_week_duration\": 7.426}, \"27008\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": \"San Jose\", \"datetimes\": [\"2019-11-11 11:09:21.000000+00:00\", \"2021-10-23 06:24:03.000000+00:00\", \"2021-06-18 02:57:52.000000+00:00\"], \"session_ids\": [\"e0ffcfe6-bde2-44fc-8661-aad1aabcf496\", \"d3bee3ea-2ca4-4286-93d8-8aa2b828ad30\", \"0e214ff1-123f-4fbb-92e4-aeb3113fa4ba\"], \"total_duration\": 977.0, \"total_sessions\": 3, \"mean_week_duration\": 9.578}, \"3608\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-19 01:57:51.000000+00:00\", \"2021-11-16 14:18:57.000000+00:00\"], \"session_ids\": [\"0c04a776-2193-47f5-9eb7-5f28932a9ebe\", \"50c061c0-1c37-4da3-9218-15bf28bb359b\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 374.0}, \"66634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-03 20:38:36.000000+00:00\", \"2022-05-03 09:18:01.000000+00:00\"], \"session_ids\": [\"486856f0-99de-41d6-8854-564f4f19fc79\", \"8cc5eb64-c0e3-4f8b-be8a-fc670add8f90\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}, \"19447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-07-25 21:21:17.000000+00:00\", \"2020-09-05 04:15:35.000000+00:00\", \"2021-08-04 01:20:38.000000+00:00\", \"2021-05-13 16:22:24.000000+00:00\"], \"session_ids\": [\"b419c225-5c27-4648-9b6c-9a1d443cae07\", \"b2170367-d949-4ed7-bd4b-bb3f9888dfc1\", \"a635dbe5-2812-45e1-a800-905235db921f\", \"801e66a4-97ca-42a0-9945-2b80234b6cff\"], \"total_duration\": 327.0, \"total_sessions\": 4, \"mean_week_duration\": 6.056}, \"83669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-01-07 22:45:59.000000+00:00\", \"2021-07-19 23:42:11.000000+00:00\", \"2021-06-28 20:38:50.000000+00:00\"], \"session_ids\": [\"09bf782f-b73e-48e6-99af-e37392e9d7a8\", \"3f1e8e7b-3ad4-443b-b2b8-cc97a921d875\", \"bb01d34c-c819-4822-bf5f-ac00acd6f01d\"], \"total_duration\": 637.0, \"total_sessions\": 3, \"mean_week_duration\": 7.963}, \"90587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-14 17:20:24.000000+00:00\", \"2019-08-25 05:35:20.000000+00:00\"], \"session_ids\": [\"bbcd4a87-c4fa-407b-b400-3374729e997c\", \"6f8b97ba-2ea6-4d20-86a5-01ab6f178d7b\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 5 and are equal or greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[5, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-10 01:24:12.000000+00:00\", \"2020-11-26 14:55:42.000000+00:00\"], \"session_ids\": [\"f6e40cd9-519d-488c-ae49-7fe80086e816\", \"3c29d325-9ceb-4fd0-bb1c-50098184b926\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 5.797}, \"64319\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-02 02:32:00.000000+00:00\", \"2021-06-15 20:16:16.000000+00:00\", \"2020-11-08 19:52:05.000000+00:00\"], \"session_ids\": [\"0c356ceb-b964-47d3-896e-666a1698e6e9\", \"e1f613b2-e08e-4c16-bcbf-ef7cdb617807\", \"63cbfb26-dc5c-47e0-b890-c9aa762cbbfe\"], \"total_duration\": 464.0, \"total_sessions\": 3, \"mean_week_duration\": 6.356}, \"45121\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-31 23:57:04.000000+00:00\", \"2019-02-04 17:45:30.000000+00:00\"], \"session_ids\": [\"cc40929a-46f8-47da-8b22-91eef07e85a0\", \"5155c576-4ec6-414f-abe1-3a11d05b6bed\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 7.833}, \"3473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 20:26:40.000000+00:00\", \"2021-01-15 05:11:08.000000+00:00\", \"2019-02-09 13:05:42.000000+00:00\", \"2019-02-19 14:36:02.000000+00:00\"], \"session_ids\": [\"fd550b4e-6f8a-43fd-b236-9364e744d35f\", \"6ce0e75b-a17d-4959-8663-8665ab5fbdc1\", \"30d00bc3-3be3-47a3-a185-9a6a9eccd9b0\", \"b3dc15d9-f1e7-4cec-b659-4bd55e6bf651\"], \"total_duration\": 750.0, \"total_sessions\": 4, \"mean_week_duration\": 7.426}, \"27008\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": \"San Jose\", \"datetimes\": [\"2019-11-11 11:09:21.000000+00:00\", \"2021-10-23 06:24:03.000000+00:00\", \"2021-06-18 02:57:52.000000+00:00\"], \"session_ids\": [\"e0ffcfe6-bde2-44fc-8661-aad1aabcf496\", \"d3bee3ea-2ca4-4286-93d8-8aa2b828ad30\", \"0e214ff1-123f-4fbb-92e4-aeb3113fa4ba\"], \"total_duration\": 977.0, \"total_sessions\": 3, \"mean_week_duration\": 9.578}, \"3608\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-19 01:57:51.000000+00:00\", \"2021-11-16 14:18:57.000000+00:00\"], \"session_ids\": [\"0c04a776-2193-47f5-9eb7-5f28932a9ebe\", \"50c061c0-1c37-4da3-9218-15bf28bb359b\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 374.0}, \"66634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-03 20:38:36.000000+00:00\", \"2022-05-03 09:18:01.000000+00:00\"], \"session_ids\": [\"486856f0-99de-41d6-8854-564f4f19fc79\", \"8cc5eb64-c0e3-4f8b-be8a-fc670add8f90\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}, \"19447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-07-25 21:21:17.000000+00:00\", \"2020-09-05 04:15:35.000000+00:00\", \"2021-08-04 01:20:38.000000+00:00\", \"2021-05-13 16:22:24.000000+00:00\"], \"session_ids\": [\"b419c225-5c27-4648-9b6c-9a1d443cae07\", \"b2170367-d949-4ed7-bd4b-bb3f9888dfc1\", \"a635dbe5-2812-45e1-a800-905235db921f\", \"801e66a4-97ca-42a0-9945-2b80234b6cff\"], \"total_duration\": 327.0, \"total_sessions\": 4, \"mean_week_duration\": 6.056}, \"83669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-01-07 22:45:59.000000+00:00\", \"2021-07-19 23:42:11.000000+00:00\", \"2021-06-28 20:38:50.000000+00:00\"], \"session_ids\": [\"09bf782f-b73e-48e6-99af-e37392e9d7a8\", \"3f1e8e7b-3ad4-443b-b2b8-cc97a921d875\", \"bb01d34c-c819-4822-bf5f-ac00acd6f01d\"], \"total_duration\": 637.0, \"total_sessions\": 3, \"mean_week_duration\": 7.963}, \"90587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-14 17:20:24.000000+00:00\", \"2019-08-25 05:35:20.000000+00:00\"], \"session_ids\": [\"bbcd4a87-c4fa-407b-b400-3374729e997c\", \"6f8b97ba-2ea6-4d20-86a5-01ab6f178d7b\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 20:26:40.000000+00:00\", \"2021-01-15 05:11:08.000000+00:00\", \"2019-02-09 13:05:42.000000+00:00\", \"2019-02-19 14:36:02.000000+00:00\"], \"session_ids\": [\"fd550b4e-6f8a-43fd-b236-9364e744d35f\", \"6ce0e75b-a17d-4959-8663-8665ab5fbdc1\", \"30d00bc3-3be3-47a3-a185-9a6a9eccd9b0\", \"b3dc15d9-f1e7-4cec-b659-4bd55e6bf651\"], \"total_duration\": 750.0, \"total_sessions\": 4, \"mean_week_duration\": 7.426}}, {\"19447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-07-25 21:21:17.000000+00:00\", \"2020-09-05 04:15:35.000000+00:00\", \"2021-08-04 01:20:38.000000+00:00\", \"2021-05-13 16:22:24.000000+00:00\"], \"session_ids\": [\"b419c225-5c27-4648-9b6c-9a1d443cae07\", \"b2170367-d949-4ed7-bd4b-bb3f9888dfc1\", \"a635dbe5-2812-45e1-a800-905235db921f\", \"801e66a4-97ca-42a0-9945-2b80234b6cff\"], \"total_duration\": 327.0, \"total_sessions\": 4, \"mean_week_duration\": 6.056}}, {\"64319\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-02 02:32:00.000000+00:00\", \"2021-06-15 20:16:16.000000+00:00\", \"2020-11-08 19:52:05.000000+00:00\"], \"session_ids\": [\"0c356ceb-b964-47d3-896e-666a1698e6e9\", \"e1f613b2-e08e-4c16-bcbf-ef7cdb617807\", \"63cbfb26-dc5c-47e0-b890-c9aa762cbbfe\"], \"total_duration\": 464.0, \"total_sessions\": 3, \"mean_week_duration\": 6.356}}, {\"27008\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": \"San Jose\", \"datetimes\": [\"2019-11-11 11:09:21.000000+00:00\", \"2021-10-23 06:24:03.000000+00:00\", \"2021-06-18 02:57:52.000000+00:00\"], \"session_ids\": [\"e0ffcfe6-bde2-44fc-8661-aad1aabcf496\", \"d3bee3ea-2ca4-4286-93d8-8aa2b828ad30\", \"0e214ff1-123f-4fbb-92e4-aeb3113fa4ba\"], \"total_duration\": 977.0, \"total_sessions\": 3, \"mean_week_duration\": 9.578}}, {\"83669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-01-07 22:45:59.000000+00:00\", \"2021-07-19 23:42:11.000000+00:00\", \"2021-06-28 20:38:50.000000+00:00\"], \"session_ids\": [\"09bf782f-b73e-48e6-99af-e37392e9d7a8\", \"3f1e8e7b-3ad4-443b-b2b8-cc97a921d875\", \"bb01d34c-c819-4822-bf5f-ac00acd6f01d\"], \"total_duration\": 637.0, \"total_sessions\": 3, \"mean_week_duration\": 7.963}}, {\"34549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-10 01:24:12.000000+00:00\", \"2020-11-26 14:55:42.000000+00:00\"], \"session_ids\": [\"f6e40cd9-519d-488c-ae49-7fe80086e816\", \"3c29d325-9ceb-4fd0-bb1c-50098184b926\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 5.797}}, {\"45121\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-31 23:57:04.000000+00:00\", \"2019-02-04 17:45:30.000000+00:00\"], \"session_ids\": [\"cc40929a-46f8-47da-8b22-91eef07e85a0\", \"5155c576-4ec6-414f-abe1-3a11d05b6bed\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 7.833}}, {\"3608\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-19 01:57:51.000000+00:00\", \"2021-11-16 14:18:57.000000+00:00\"], \"session_ids\": [\"0c04a776-2193-47f5-9eb7-5f28932a9ebe\", \"50c061c0-1c37-4da3-9218-15bf28bb359b\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 374.0}}, {\"66634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-03 20:38:36.000000+00:00\", \"2022-05-03 09:18:01.000000+00:00\"], \"session_ids\": [\"486856f0-99de-41d6-8854-564f4f19fc79\", \"8cc5eb64-c0e3-4f8b-be8a-fc670add8f90\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}}, {\"90587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-14 17:20:24.000000+00:00\", \"2019-08-25 05:35:20.000000+00:00\"], \"session_ids\": [\"bbcd4a87-c4fa-407b-b400-3374729e997c\", \"6f8b97ba-2ea6-4d20-86a5-01ab6f178d7b\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}}]\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[{\"3473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 20:26:40.000000+00:00\", \"2021-01-15 05:11:08.000000+00:00\", \"2019-02-09 13:05:42.000000+00:00\", \"2019-02-19 14:36:02.000000+00:00\"], \"session_ids\": [\"fd550b4e-6f8a-43fd-b236-9364e744d35f\", \"6ce0e75b-a17d-4959-8663-8665ab5fbdc1\", \"30d00bc3-3be3-47a3-a185-9a6a9eccd9b0\", \"b3dc15d9-f1e7-4cec-b659-4bd55e6bf651\"], \"total_duration\": 750.0, \"total_sessions\": 4, \"mean_week_duration\": 7.426}}, {\"19447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-07-25 21:21:17.000000+00:00\", \"2020-09-05 04:15:35.000000+00:00\", \"2021-08-04 01:20:38.000000+00:00\", \"2021-05-13 16:22:24.000000+00:00\"], \"session_ids\": [\"b419c225-5c27-4648-9b6c-9a1d443cae07\", \"b2170367-d949-4ed7-bd4b-bb3f9888dfc1\", \"a635dbe5-2812-45e1-a800-905235db921f\", \"801e66a4-97ca-42a0-9945-2b80234b6cff\"], \"total_duration\": 327.0, \"total_sessions\": 4, \"mean_week_duration\": 6.056}}, {\"64319\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-02 02:32:00.000000+00:00\", \"2021-06-15 20:16:16.000000+00:00\", \"2020-11-08 19:52:05.000000+00:00\"], \"session_ids\": [\"0c356ceb-b964-47d3-896e-666a1698e6e9\", \"e1f613b2-e08e-4c16-bcbf-ef7cdb617807\", \"63cbfb26-dc5c-47e0-b890-c9aa762cbbfe\"], \"total_duration\": 464.0, \"total_sessions\": 3, \"mean_week_duration\": 6.356}}, {\"27008\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": \"San Jose\", \"datetimes\": [\"2019-11-11 11:09:21.000000+00:00\", \"2021-10-23 06:24:03.000000+00:00\", \"2021-06-18 02:57:52.000000+00:00\"], \"session_ids\": [\"e0ffcfe6-bde2-44fc-8661-aad1aabcf496\", \"d3bee3ea-2ca4-4286-93d8-8aa2b828ad30\", \"0e214ff1-123f-4fbb-92e4-aeb3113fa4ba\"], \"total_duration\": 977.0, \"total_sessions\": 3, \"mean_week_duration\": 9.578}}, {\"83669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-01-07 22:45:59.000000+00:00\", \"2021-07-19 23:42:11.000000+00:00\", \"2021-06-28 20:38:50.000000+00:00\"], \"session_ids\": [\"09bf782f-b73e-48e6-99af-e37392e9d7a8\", \"3f1e8e7b-3ad4-443b-b2b8-cc97a921d875\", \"bb01d34c-c819-4822-bf5f-ac00acd6f01d\"], \"total_duration\": 637.0, \"total_sessions\": 3, \"mean_week_duration\": 7.963}}]\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[{\"3473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 20:26:40.000000+00:00\", \"2021-01-15 05:11:08.000000+00:00\", \"2019-02-09 13:05:42.000000+00:00\", \"2019-02-19 14:36:02.000000+00:00\"], \"session_ids\": [\"fd550b4e-6f8a-43fd-b236-9364e744d35f\", \"6ce0e75b-a17d-4959-8663-8665ab5fbdc1\", \"30d00bc3-3be3-47a3-a185-9a6a9eccd9b0\", \"b3dc15d9-f1e7-4cec-b659-4bd55e6bf651\"], \"total_duration\": 750.0, \"total_sessions\": 4, \"mean_week_duration\": 7.426}}, {\"19447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-07-25 21:21:17.000000+00:00\", \"2020-09-05 04:15:35.000000+00:00\", \"2021-08-04 01:20:38.000000+00:00\", \"2021-05-13 16:22:24.000000+00:00\"], \"session_ids\": [\"b419c225-5c27-4648-9b6c-9a1d443cae07\", \"b2170367-d949-4ed7-bd4b-bb3f9888dfc1\", \"a635dbe5-2812-45e1-a800-905235db921f\", \"801e66a4-97ca-42a0-9945-2b80234b6cff\"], \"total_duration\": 327.0, \"total_sessions\": 4, \"mean_week_duration\": 6.056}}, {\"64319\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-02 02:32:00.000000+00:00\", \"2021-06-15 20:16:16.000000+00:00\", \"2020-11-08 19:52:05.000000+00:00\"], \"session_ids\": [\"0c356ceb-b964-47d3-896e-666a1698e6e9\", \"e1f613b2-e08e-4c16-bcbf-ef7cdb617807\", \"63cbfb26-dc5c-47e0-b890-c9aa762cbbfe\"], \"total_duration\": 464.0, \"total_sessions\": 3, \"mean_week_duration\": 6.356}}, {\"27008\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": \"San Jose\", \"datetimes\": [\"2019-11-11 11:09:21.000000+00:00\", \"2021-10-23 06:24:03.000000+00:00\", \"2021-06-18 02:57:52.000000+00:00\"], \"session_ids\": [\"e0ffcfe6-bde2-44fc-8661-aad1aabcf496\", \"d3bee3ea-2ca4-4286-93d8-8aa2b828ad30\", \"0e214ff1-123f-4fbb-92e4-aeb3113fa4ba\"], \"total_duration\": 977.0, \"total_sessions\": 3, \"mean_week_duration\": 9.578}}, {\"83669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-01-07 22:45:59.000000+00:00\", \"2021-07-19 23:42:11.000000+00:00\", \"2021-06-28 20:38:50.000000+00:00\"], \"session_ids\": [\"09bf782f-b73e-48e6-99af-e37392e9d7a8\", \"3f1e8e7b-3ad4-443b-b2b8-cc97a921d875\", \"bb01d34c-c819-4822-bf5f-ac00acd6f01d\"], \"total_duration\": 637.0, \"total_sessions\": 3, \"mean_week_duration\": 7.963}}]\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 whose site usage time is strictly less than 2920 and strictly greater than 383 additionaly put to use sorting by count of sessions from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16001\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-19 02:54:04.000000+00:00\", \"2023-05-17 09:37:28.000000+00:00\", \"2020-09-03 10:44:05.000000+00:00\", \"2023-05-31 03:50:52.000000+00:00\"], \"session_ids\": [\"0693d786-89e1-45a5-a5e8-fe8c7c87090f\", \"edd44151-c842-47df-a711-886329610c13\", \"8db74cb6-b743-46d9-9937-96710e455b61\", \"3d866cf5-40fc-40ed-a989-9e36c4e77b77\"], \"total_duration\": 198.0, \"total_sessions\": 4, \"mean_week_duration\": 1.385}, \"78063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-18 16:03:54.000000+00:00\", \"2020-07-31 21:25:40.000000+00:00\", \"2019-09-27 21:03:53.000000+00:00\", \"2020-02-01 23:47:27.000000+00:00\", \"2020-03-02 23:55:46.000000+00:00\", \"2020-04-18 22:23:05.000000+00:00\", \"2021-05-25 04:07:07.000000+00:00\", \"2020-07-01 08:43:55.000000+00:00\"], \"session_ids\": [\"d5678891-de6e-4f88-83d9-10f904a24453\", \"43437388-ca6b-4d0e-b146-abc71fa8e926\", \"0ed127ea-211e-4886-86f8-7fcfe4f2d4c1\", \"e995b5e8-e196-405f-aa45-162f7ca2b5a6\", \"a7c936b3-b65b-4b69-8555-439dbe920b10\", \"891bdcbd-7b6d-4c43-b5dd-62a2c279deb7\", \"94d0563a-0640-4c89-9570-7b1e4d783c97\", \"5785b62a-01b9-45a2-ae47-e111eb24462c\"], \"total_duration\": 578.0, \"total_sessions\": 8, \"mean_week_duration\": 4.188}, \"51631\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-24 11:37:10.000000+00:00\", \"2020-02-12 20:39:05.000000+00:00\"], \"session_ids\": [\"28826586-a634-470b-a8a4-c56d57f47734\", \"c0b1a230-55fa-490c-a7d4-4926c68986d7\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}, \"93003\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-04 10:22:23.000000+00:00\", \"2019-08-30 22:11:53.000000+00:00\", \"2021-02-22 23:12:48.000000+00:00\", \"2020-07-04 05:15:38.000000+00:00\", \"2021-03-09 17:34:20.000000+00:00\", \"2021-10-19 22:08:23.000000+00:00\", \"2020-09-28 09:06:05.000000+00:00\", \"2021-02-23 08:27:41.000000+00:00\", \"2021-03-23 00:20:55.000000+00:00\"], \"session_ids\": [\"2d810711-dab5-459e-94ac-c5f0fdc049ed\", \"d87272ea-5fea-41cf-ad20-dafd239cfcde\", \"e1f1ad38-273e-451a-8b31-3be3a4ce4942\", \"4258c1a2-8a73-4d2c-9f62-130699abdc2a\", \"f740562c-2df3-4ba6-8609-9d5b01e076c0\", \"501153e9-156c-43d6-9472-be32a410e0f4\", \"a1cad589-b5ca-4920-984b-6bc7b53385ad\", \"d48316fa-8501-42e2-9c95-b9f32a4d3a8a\", \"39aabe32-5600-48ec-a9d2-71e39a83dcc7\"], \"total_duration\": 6536.0, \"total_sessions\": 9, \"mean_week_duration\": 48.059}, \"16709\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-15 07:00:59.000000+00:00\", \"2019-03-30 16:22:45.000000+00:00\"], \"session_ids\": [\"27b914b3-3cb9-4312-b203-d0b57107353d\", \"a0920b65-1b35-42fc-ac62-0e3dbd2a3c1b\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}, \"16982\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-07 21:16:41.000000+00:00\", \"2022-12-14 19:29:29.000000+00:00\"], \"session_ids\": [\"b82e85c4-049a-448d-914d-170747528f6d\", \"f999af28-0df5-4085-b124-f89096edcd90\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.132}, \"40215\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-03 08:52:46.000000+00:00\", \"2021-12-11 11:07:08.000000+00:00\", \"2020-02-11 08:50:02.000000+00:00\", \"2021-09-02 15:51:32.000000+00:00\", \"2023-03-17 12:41:51.000000+00:00\", \"2022-04-29 11:25:21.000000+00:00\", \"2021-07-20 03:22:00.000000+00:00\", \"2022-12-13 12:29:17.000000+00:00\", \"2020-11-16 12:29:04.000000+00:00\", \"2021-02-17 05:53:52.000000+00:00\", \"2022-11-04 08:43:45.000000+00:00\"], \"session_ids\": [\"c5494302-d76d-4512-91bb-6b2e29c6eacb\", \"3cce7f96-d801-4e08-a0a9-e274fcf0e0e9\", \"0ac1957f-d13b-4231-b0dc-517034e51e05\", \"6eb11b72-00de-4005-b72a-f03209ac82de\", \"ce894695-8ce0-4c3a-b696-13bb2442f84e\", \"f0d47f16-577c-4a3e-a2d6-2c6a47bd77b1\", \"77a5518e-3eb2-4407-9719-ccf6a10c43ac\", \"dc692bf6-aa05-4a40-b910-ef8d02067548\", \"02a0f531-9097-47eb-b87a-c9c8be17f953\", \"9c4eaf1b-2c3f-4ea8-befe-a4caa743fe78\", \"5501fe52-0175-48f8-b68e-ab6f996165c4\"], \"total_duration\": 39430.0, \"total_sessions\": 11, \"mean_week_duration\": 236.108}, \"62941\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-21 08:57:05.000000+00:00\", \"2020-12-19 05:40:34.000000+00:00\", \"2021-06-06 15:00:30.000000+00:00\"], \"session_ids\": [\"2055f68b-b18e-4c4c-b133-f42ec5e43a3c\", \"49624d80-72ce-44ad-a691-84208c38e53d\", \"ab856598-48b2-4ac1-aa89-77ceae5b6b69\"], \"total_duration\": 228.0, \"total_sessions\": 3, \"mean_week_duration\": 3.677}, \"55337\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-24 16:12:30.000000+00:00\", \"2022-06-14 23:37:06.000000+00:00\", \"2019-07-19 17:18:54.000000+00:00\", \"2023-03-06 15:39:49.000000+00:00\"], \"session_ids\": [\"6e9d44d8-f38b-441d-b274-feff4abd9928\", \"17299cca-19f3-40d8-9e85-20cc0fe7334c\", \"e0229f85-ade7-4f02-a94a-268f5b78d3e5\", \"94f45b5b-89e8-4766-a9ae-17f1e048043d\"], \"total_duration\": 395.0, \"total_sessions\": 4, \"mean_week_duration\": 2.079}, \"12109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-05 06:21:50.000000+00:00\", \"2020-07-11 04:53:48.000000+00:00\", \"2023-05-19 06:31:19.000000+00:00\", \"2019-06-29 10:13:24.000000+00:00\", \"2020-01-16 18:57:04.000000+00:00\", \"2021-11-20 09:15:05.000000+00:00\"], \"session_ids\": [\"46efd61f-ee52-461d-bc33-43010fc546c4\", \"93a76742-6fc3-4c12-bac9-44ba666879ec\", \"1b21e0f1-98d9-40fb-8a2d-a78a53985cbd\", \"dbf76ff8-3982-48f4-b20a-d469355243aa\", \"a7ca064d-75b2-4495-895b-28e1c71df893\", \"5135b5ef-a59d-4008-9076-72ee3f73089e\"], \"total_duration\": 6699.0, \"total_sessions\": 6, \"mean_week_duration\": 33.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 383 and are less than 2920"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[383, 2920]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-18 16:03:54.000000+00:00\", \"2020-07-31 21:25:40.000000+00:00\", \"2019-09-27 21:03:53.000000+00:00\", \"2020-02-01 23:47:27.000000+00:00\", \"2020-03-02 23:55:46.000000+00:00\", \"2020-04-18 22:23:05.000000+00:00\", \"2021-05-25 04:07:07.000000+00:00\", \"2020-07-01 08:43:55.000000+00:00\"], \"session_ids\": [\"d5678891-de6e-4f88-83d9-10f904a24453\", \"43437388-ca6b-4d0e-b146-abc71fa8e926\", \"0ed127ea-211e-4886-86f8-7fcfe4f2d4c1\", \"e995b5e8-e196-405f-aa45-162f7ca2b5a6\", \"a7c936b3-b65b-4b69-8555-439dbe920b10\", \"891bdcbd-7b6d-4c43-b5dd-62a2c279deb7\", \"94d0563a-0640-4c89-9570-7b1e4d783c97\", \"5785b62a-01b9-45a2-ae47-e111eb24462c\"], \"total_duration\": 578.0, \"total_sessions\": 8, \"mean_week_duration\": 4.188}, \"55337\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-24 16:12:30.000000+00:00\", \"2022-06-14 23:37:06.000000+00:00\", \"2019-07-19 17:18:54.000000+00:00\", \"2023-03-06 15:39:49.000000+00:00\"], \"session_ids\": [\"6e9d44d8-f38b-441d-b274-feff4abd9928\", \"17299cca-19f3-40d8-9e85-20cc0fe7334c\", \"e0229f85-ade7-4f02-a94a-268f5b78d3e5\", \"94f45b5b-89e8-4766-a9ae-17f1e048043d\"], \"total_duration\": 395.0, \"total_sessions\": 4, \"mean_week_duration\": 2.079}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-18 16:03:54.000000+00:00\", \"2020-07-31 21:25:40.000000+00:00\", \"2019-09-27 21:03:53.000000+00:00\", \"2020-02-01 23:47:27.000000+00:00\", \"2020-03-02 23:55:46.000000+00:00\", \"2020-04-18 22:23:05.000000+00:00\", \"2021-05-25 04:07:07.000000+00:00\", \"2020-07-01 08:43:55.000000+00:00\"], \"session_ids\": [\"d5678891-de6e-4f88-83d9-10f904a24453\", \"43437388-ca6b-4d0e-b146-abc71fa8e926\", \"0ed127ea-211e-4886-86f8-7fcfe4f2d4c1\", \"e995b5e8-e196-405f-aa45-162f7ca2b5a6\", \"a7c936b3-b65b-4b69-8555-439dbe920b10\", \"891bdcbd-7b6d-4c43-b5dd-62a2c279deb7\", \"94d0563a-0640-4c89-9570-7b1e4d783c97\", \"5785b62a-01b9-45a2-ae47-e111eb24462c\"], \"total_duration\": 578.0, \"total_sessions\": 8, \"mean_week_duration\": 4.188}}, {\"55337\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-24 16:12:30.000000+00:00\", \"2022-06-14 23:37:06.000000+00:00\", \"2019-07-19 17:18:54.000000+00:00\", \"2023-03-06 15:39:49.000000+00:00\"], \"session_ids\": [\"6e9d44d8-f38b-441d-b274-feff4abd9928\", \"17299cca-19f3-40d8-9e85-20cc0fe7334c\", \"e0229f85-ade7-4f02-a94a-268f5b78d3e5\", \"94f45b5b-89e8-4766-a9ae-17f1e048043d\"], \"total_duration\": 395.0, \"total_sessions\": 4, \"mean_week_duration\": 2.079}}]\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[{\"78063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-18 16:03:54.000000+00:00\", \"2020-07-31 21:25:40.000000+00:00\", \"2019-09-27 21:03:53.000000+00:00\", \"2020-02-01 23:47:27.000000+00:00\", \"2020-03-02 23:55:46.000000+00:00\", \"2020-04-18 22:23:05.000000+00:00\", \"2021-05-25 04:07:07.000000+00:00\", \"2020-07-01 08:43:55.000000+00:00\"], \"session_ids\": [\"d5678891-de6e-4f88-83d9-10f904a24453\", \"43437388-ca6b-4d0e-b146-abc71fa8e926\", \"0ed127ea-211e-4886-86f8-7fcfe4f2d4c1\", \"e995b5e8-e196-405f-aa45-162f7ca2b5a6\", \"a7c936b3-b65b-4b69-8555-439dbe920b10\", \"891bdcbd-7b6d-4c43-b5dd-62a2c279deb7\", \"94d0563a-0640-4c89-9570-7b1e4d783c97\", \"5785b62a-01b9-45a2-ae47-e111eb24462c\"], \"total_duration\": 578.0, \"total_sessions\": 8, \"mean_week_duration\": 4.188}}]\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[{\"78063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-18 16:03:54.000000+00:00\", \"2020-07-31 21:25:40.000000+00:00\", \"2019-09-27 21:03:53.000000+00:00\", \"2020-02-01 23:47:27.000000+00:00\", \"2020-03-02 23:55:46.000000+00:00\", \"2020-04-18 22:23:05.000000+00:00\", \"2021-05-25 04:07:07.000000+00:00\", \"2020-07-01 08:43:55.000000+00:00\"], \"session_ids\": [\"d5678891-de6e-4f88-83d9-10f904a24453\", \"43437388-ca6b-4d0e-b146-abc71fa8e926\", \"0ed127ea-211e-4886-86f8-7fcfe4f2d4c1\", \"e995b5e8-e196-405f-aa45-162f7ca2b5a6\", \"a7c936b3-b65b-4b69-8555-439dbe920b10\", \"891bdcbd-7b6d-4c43-b5dd-62a2c279deb7\", \"94d0563a-0640-4c89-9570-7b1e4d783c97\", \"5785b62a-01b9-45a2-ae47-e111eb24462c\"], \"total_duration\": 578.0, \"total_sessions\": 8, \"mean_week_duration\": 4.188}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display users pieces of information who don't currently live in city New Delhi also execute sorting by duration of sessions per week desc plus show me only 4 entries."
}
] |
[
{
"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{\"93037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-09 22:52:46.000000+00:00\", \"2023-06-20 13:18:44.000000+00:00\", \"2020-02-11 15:39:16.000000+00:00\", \"2022-09-11 15:12:51.000000+00:00\", \"2023-06-22 14:09:48.000000+00:00\", \"2019-12-20 09:27:34.000000+00:00\", \"2021-11-06 22:53:29.000000+00:00\", \"2022-04-09 23:12:57.000000+00:00\", \"2022-05-21 19:41:21.000000+00:00\", \"2020-05-27 23:45:48.000000+00:00\"], \"session_ids\": [\"0d3465d3-b7e5-4941-9525-cd17e7e7c63d\", \"46f0696e-70e4-41fb-9538-f25e19c9218a\", \"af5f852c-903b-487d-9f71-d339856b58e6\", \"456dda07-8965-452f-a7be-2aeab37eef20\", \"ca2f8992-82c6-4a76-8856-fe9b2f134996\", \"5e976c9b-623a-41d5-ba0c-af57ee29e691\", \"d7b35531-8291-449c-a82b-286257f70d15\", \"696f042f-2198-4c13-bdf6-5de39516e502\", \"b9df21af-36a2-4daf-a0c9-2d822bba8338\", \"d91cb6f4-0f85-45e9-8078-5f76c1357497\"], \"total_duration\": 9265.0, \"total_sessions\": 10, \"mean_week_duration\": 50.081}, \"46692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-26 02:30:22.000000+00:00\", \"2022-06-15 05:05:30.000000+00:00\"], \"session_ids\": [\"a2f11554-7cf0-4a4a-9f08-6558ded93220\", \"699d23bc-a09f-440b-9d54-414a2ea01514\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.198}, \"70617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-25 20:21:37.000000+00:00\", \"2020-08-11 08:08:07.000000+00:00\"], \"session_ids\": [\"b7f4a14b-e029-40be-b093-7168d5bedede\", \"8c061aec-dc3f-4bb5-b1f4-9a203fc90e83\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.026}, \"28280\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-05 05:24:42.000000+00:00\", \"2020-11-08 00:36:13.000000+00:00\"], \"session_ids\": [\"3da38a72-bbbd-4204-82bc-bf64f3ce6b07\", \"fceaf912-9f40-410f-805b-e4a77b9b4c29\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 2.369}, \"95483\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-10 23:01:19.000000+00:00\", \"2020-06-09 19:40:10.000000+00:00\", \"2021-06-21 20:28:58.000000+00:00\", \"2019-11-20 09:06:20.000000+00:00\"], \"session_ids\": [\"d753504a-9705-4980-ae2d-c0cf4393e33a\", \"e0509572-cfc7-4448-b207-eee4a0cf2237\", \"33f7fd39-b784-47fa-8eb7-98a96204b4e7\", \"0b29a51b-1699-4758-9d88-17c501660794\"], \"total_duration\": 68.0, \"total_sessions\": 4, \"mean_week_duration\": 0.642}, \"61159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-09 05:11:25.000000+00:00\", \"2019-08-24 12:18:32.000000+00:00\"], \"session_ids\": [\"0a887e57-9807-4d9f-8595-d0dd981d6205\", \"3a4085cc-28e9-40b8-92dc-91a7f2016abb\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.586}, \"24758\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-09 12:18:49.000000+00:00\", \"2020-10-02 16:23:11.000000+00:00\", \"2019-01-08 21:32:51.000000+00:00\", \"2020-04-20 15:36:01.000000+00:00\", \"2023-02-06 14:50:19.000000+00:00\", \"2022-04-30 14:40:34.000000+00:00\", \"2021-05-27 06:13:13.000000+00:00\", \"2022-04-23 05:15:49.000000+00:00\", \"2021-02-17 18:29:39.000000+00:00\", \"2021-10-15 10:16:28.000000+00:00\", \"2022-10-20 18:21:06.000000+00:00\"], \"session_ids\": [\"b9282066-ddf2-48b5-a66b-6f4e0e9bba4f\", \"99c5456a-e793-41fd-b887-bf33b41a21f3\", \"0b001f9d-2cc7-445f-8a00-f9fc6f7c5f8c\", \"368e391e-c3cb-42bf-a3bd-bc89ba355720\", \"7185a61e-d60e-43b1-bc1a-415c8802dc28\", \"96cd6181-cbdd-4631-8d86-428213329a35\", \"383239f5-9a5d-417e-b1d3-fdb2ff792844\", \"65deceba-cd7b-4851-98a0-d521984cdba1\", \"3aab3e6d-7faf-48bd-ad15-dc3b6108683a\", \"435ef9f8-9fae-46f4-8e94-665f44304631\", \"7a96106f-1fa9-48b7-ab94-774cf8144024\"], \"total_duration\": 9186.0, \"total_sessions\": 11, \"mean_week_duration\": 43.127}, \"49894\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-22 12:43:38.000000+00:00\", \"2020-04-19 16:57:36.000000+00:00\", \"2020-10-17 22:27:27.000000+00:00\"], \"session_ids\": [\"55789d26-8558-405e-b497-d99086bbb52d\", \"8c5bf301-d3ae-4eaa-8aa0-12584f59b7f9\", \"e4dc5067-38b1-4458-a3b4-15c8f275ce20\"], \"total_duration\": 355.0, \"total_sessions\": 3, \"mean_week_duration\": 2.795}, \"28559\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-21 18:43:47.000000+00:00\", \"2020-04-29 02:25:59.000000+00:00\"], \"session_ids\": [\"be5174ea-9cfd-46e7-b902-1e673656a550\", \"ded86bb2-0a2e-407c-845f-1fc9c5c8cd44\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 4.787}, \"33851\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-06-12 11:44:52.000000+00:00\", \"2020-12-13 17:05:59.000000+00:00\"], \"session_ids\": [\"88f813a9-4978-43dc-9719-46b2c4d095dc\", \"ee05a5b5-002d-4bcf-b983-85f87c6fd357\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not New Delhi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"New Delhi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-09 22:52:46.000000+00:00\", \"2023-06-20 13:18:44.000000+00:00\", \"2020-02-11 15:39:16.000000+00:00\", \"2022-09-11 15:12:51.000000+00:00\", \"2023-06-22 14:09:48.000000+00:00\", \"2019-12-20 09:27:34.000000+00:00\", \"2021-11-06 22:53:29.000000+00:00\", \"2022-04-09 23:12:57.000000+00:00\", \"2022-05-21 19:41:21.000000+00:00\", \"2020-05-27 23:45:48.000000+00:00\"], \"session_ids\": [\"0d3465d3-b7e5-4941-9525-cd17e7e7c63d\", \"46f0696e-70e4-41fb-9538-f25e19c9218a\", \"af5f852c-903b-487d-9f71-d339856b58e6\", \"456dda07-8965-452f-a7be-2aeab37eef20\", \"ca2f8992-82c6-4a76-8856-fe9b2f134996\", \"5e976c9b-623a-41d5-ba0c-af57ee29e691\", \"d7b35531-8291-449c-a82b-286257f70d15\", \"696f042f-2198-4c13-bdf6-5de39516e502\", \"b9df21af-36a2-4daf-a0c9-2d822bba8338\", \"d91cb6f4-0f85-45e9-8078-5f76c1357497\"], \"total_duration\": 9265.0, \"total_sessions\": 10, \"mean_week_duration\": 50.081}, \"46692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-26 02:30:22.000000+00:00\", \"2022-06-15 05:05:30.000000+00:00\"], \"session_ids\": [\"a2f11554-7cf0-4a4a-9f08-6558ded93220\", \"699d23bc-a09f-440b-9d54-414a2ea01514\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.198}, \"70617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-25 20:21:37.000000+00:00\", \"2020-08-11 08:08:07.000000+00:00\"], \"session_ids\": [\"b7f4a14b-e029-40be-b093-7168d5bedede\", \"8c061aec-dc3f-4bb5-b1f4-9a203fc90e83\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.026}, \"28280\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-05 05:24:42.000000+00:00\", \"2020-11-08 00:36:13.000000+00:00\"], \"session_ids\": [\"3da38a72-bbbd-4204-82bc-bf64f3ce6b07\", \"fceaf912-9f40-410f-805b-e4a77b9b4c29\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 2.369}, \"95483\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-10 23:01:19.000000+00:00\", \"2020-06-09 19:40:10.000000+00:00\", \"2021-06-21 20:28:58.000000+00:00\", \"2019-11-20 09:06:20.000000+00:00\"], \"session_ids\": [\"d753504a-9705-4980-ae2d-c0cf4393e33a\", \"e0509572-cfc7-4448-b207-eee4a0cf2237\", \"33f7fd39-b784-47fa-8eb7-98a96204b4e7\", \"0b29a51b-1699-4758-9d88-17c501660794\"], \"total_duration\": 68.0, \"total_sessions\": 4, \"mean_week_duration\": 0.642}, \"61159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-09 05:11:25.000000+00:00\", \"2019-08-24 12:18:32.000000+00:00\"], \"session_ids\": [\"0a887e57-9807-4d9f-8595-d0dd981d6205\", \"3a4085cc-28e9-40b8-92dc-91a7f2016abb\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.586}, \"24758\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-09 12:18:49.000000+00:00\", \"2020-10-02 16:23:11.000000+00:00\", \"2019-01-08 21:32:51.000000+00:00\", \"2020-04-20 15:36:01.000000+00:00\", \"2023-02-06 14:50:19.000000+00:00\", \"2022-04-30 14:40:34.000000+00:00\", \"2021-05-27 06:13:13.000000+00:00\", \"2022-04-23 05:15:49.000000+00:00\", \"2021-02-17 18:29:39.000000+00:00\", \"2021-10-15 10:16:28.000000+00:00\", \"2022-10-20 18:21:06.000000+00:00\"], \"session_ids\": [\"b9282066-ddf2-48b5-a66b-6f4e0e9bba4f\", \"99c5456a-e793-41fd-b887-bf33b41a21f3\", \"0b001f9d-2cc7-445f-8a00-f9fc6f7c5f8c\", \"368e391e-c3cb-42bf-a3bd-bc89ba355720\", \"7185a61e-d60e-43b1-bc1a-415c8802dc28\", \"96cd6181-cbdd-4631-8d86-428213329a35\", \"383239f5-9a5d-417e-b1d3-fdb2ff792844\", \"65deceba-cd7b-4851-98a0-d521984cdba1\", \"3aab3e6d-7faf-48bd-ad15-dc3b6108683a\", \"435ef9f8-9fae-46f4-8e94-665f44304631\", \"7a96106f-1fa9-48b7-ab94-774cf8144024\"], \"total_duration\": 9186.0, \"total_sessions\": 11, \"mean_week_duration\": 43.127}, \"49894\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-22 12:43:38.000000+00:00\", \"2020-04-19 16:57:36.000000+00:00\", \"2020-10-17 22:27:27.000000+00:00\"], \"session_ids\": [\"55789d26-8558-405e-b497-d99086bbb52d\", \"8c5bf301-d3ae-4eaa-8aa0-12584f59b7f9\", \"e4dc5067-38b1-4458-a3b4-15c8f275ce20\"], \"total_duration\": 355.0, \"total_sessions\": 3, \"mean_week_duration\": 2.795}, \"28559\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-21 18:43:47.000000+00:00\", \"2020-04-29 02:25:59.000000+00:00\"], \"session_ids\": [\"be5174ea-9cfd-46e7-b902-1e673656a550\", \"ded86bb2-0a2e-407c-845f-1fc9c5c8cd44\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 4.787}, \"33851\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-06-12 11:44:52.000000+00:00\", \"2020-12-13 17:05:59.000000+00:00\"], \"session_ids\": [\"88f813a9-4978-43dc-9719-46b2c4d095dc\", \"ee05a5b5-002d-4bcf-b983-85f87c6fd357\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}}\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[{\"93037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-09 22:52:46.000000+00:00\", \"2023-06-20 13:18:44.000000+00:00\", \"2020-02-11 15:39:16.000000+00:00\", \"2022-09-11 15:12:51.000000+00:00\", \"2023-06-22 14:09:48.000000+00:00\", \"2019-12-20 09:27:34.000000+00:00\", \"2021-11-06 22:53:29.000000+00:00\", \"2022-04-09 23:12:57.000000+00:00\", \"2022-05-21 19:41:21.000000+00:00\", \"2020-05-27 23:45:48.000000+00:00\"], \"session_ids\": [\"0d3465d3-b7e5-4941-9525-cd17e7e7c63d\", \"46f0696e-70e4-41fb-9538-f25e19c9218a\", \"af5f852c-903b-487d-9f71-d339856b58e6\", \"456dda07-8965-452f-a7be-2aeab37eef20\", \"ca2f8992-82c6-4a76-8856-fe9b2f134996\", \"5e976c9b-623a-41d5-ba0c-af57ee29e691\", \"d7b35531-8291-449c-a82b-286257f70d15\", \"696f042f-2198-4c13-bdf6-5de39516e502\", \"b9df21af-36a2-4daf-a0c9-2d822bba8338\", \"d91cb6f4-0f85-45e9-8078-5f76c1357497\"], \"total_duration\": 9265.0, \"total_sessions\": 10, \"mean_week_duration\": 50.081}}, {\"24758\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-09 12:18:49.000000+00:00\", \"2020-10-02 16:23:11.000000+00:00\", \"2019-01-08 21:32:51.000000+00:00\", \"2020-04-20 15:36:01.000000+00:00\", \"2023-02-06 14:50:19.000000+00:00\", \"2022-04-30 14:40:34.000000+00:00\", \"2021-05-27 06:13:13.000000+00:00\", \"2022-04-23 05:15:49.000000+00:00\", \"2021-02-17 18:29:39.000000+00:00\", \"2021-10-15 10:16:28.000000+00:00\", \"2022-10-20 18:21:06.000000+00:00\"], \"session_ids\": [\"b9282066-ddf2-48b5-a66b-6f4e0e9bba4f\", \"99c5456a-e793-41fd-b887-bf33b41a21f3\", \"0b001f9d-2cc7-445f-8a00-f9fc6f7c5f8c\", \"368e391e-c3cb-42bf-a3bd-bc89ba355720\", \"7185a61e-d60e-43b1-bc1a-415c8802dc28\", \"96cd6181-cbdd-4631-8d86-428213329a35\", \"383239f5-9a5d-417e-b1d3-fdb2ff792844\", \"65deceba-cd7b-4851-98a0-d521984cdba1\", \"3aab3e6d-7faf-48bd-ad15-dc3b6108683a\", \"435ef9f8-9fae-46f4-8e94-665f44304631\", \"7a96106f-1fa9-48b7-ab94-774cf8144024\"], \"total_duration\": 9186.0, \"total_sessions\": 11, \"mean_week_duration\": 43.127}}, {\"28559\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-21 18:43:47.000000+00:00\", \"2020-04-29 02:25:59.000000+00:00\"], \"session_ids\": [\"be5174ea-9cfd-46e7-b902-1e673656a550\", \"ded86bb2-0a2e-407c-845f-1fc9c5c8cd44\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 4.787}}, {\"49894\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-22 12:43:38.000000+00:00\", \"2020-04-19 16:57:36.000000+00:00\", \"2020-10-17 22:27:27.000000+00:00\"], \"session_ids\": [\"55789d26-8558-405e-b497-d99086bbb52d\", \"8c5bf301-d3ae-4eaa-8aa0-12584f59b7f9\", \"e4dc5067-38b1-4458-a3b4-15c8f275ce20\"], \"total_duration\": 355.0, \"total_sessions\": 3, \"mean_week_duration\": 2.795}}, {\"28280\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-05 05:24:42.000000+00:00\", \"2020-11-08 00:36:13.000000+00:00\"], \"session_ids\": [\"3da38a72-bbbd-4204-82bc-bf64f3ce6b07\", \"fceaf912-9f40-410f-805b-e4a77b9b4c29\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 2.369}}, {\"61159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-09 05:11:25.000000+00:00\", \"2019-08-24 12:18:32.000000+00:00\"], \"session_ids\": [\"0a887e57-9807-4d9f-8595-d0dd981d6205\", \"3a4085cc-28e9-40b8-92dc-91a7f2016abb\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.586}}, {\"46692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-26 02:30:22.000000+00:00\", \"2022-06-15 05:05:30.000000+00:00\"], \"session_ids\": [\"a2f11554-7cf0-4a4a-9f08-6558ded93220\", \"699d23bc-a09f-440b-9d54-414a2ea01514\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.198}}, {\"70617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-25 20:21:37.000000+00:00\", \"2020-08-11 08:08:07.000000+00:00\"], \"session_ids\": [\"b7f4a14b-e029-40be-b093-7168d5bedede\", \"8c061aec-dc3f-4bb5-b1f4-9a203fc90e83\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.026}}, {\"95483\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-10 23:01:19.000000+00:00\", \"2020-06-09 19:40:10.000000+00:00\", \"2021-06-21 20:28:58.000000+00:00\", \"2019-11-20 09:06:20.000000+00:00\"], \"session_ids\": [\"d753504a-9705-4980-ae2d-c0cf4393e33a\", \"e0509572-cfc7-4448-b207-eee4a0cf2237\", \"33f7fd39-b784-47fa-8eb7-98a96204b4e7\", \"0b29a51b-1699-4758-9d88-17c501660794\"], \"total_duration\": 68.0, \"total_sessions\": 4, \"mean_week_duration\": 0.642}}, {\"33851\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-06-12 11:44:52.000000+00:00\", \"2020-12-13 17:05:59.000000+00:00\"], \"session_ids\": [\"88f813a9-4978-43dc-9719-46b2c4d095dc\", \"ee05a5b5-002d-4bcf-b983-85f87c6fd357\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}}]\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[{\"93037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-09 22:52:46.000000+00:00\", \"2023-06-20 13:18:44.000000+00:00\", \"2020-02-11 15:39:16.000000+00:00\", \"2022-09-11 15:12:51.000000+00:00\", \"2023-06-22 14:09:48.000000+00:00\", \"2019-12-20 09:27:34.000000+00:00\", \"2021-11-06 22:53:29.000000+00:00\", \"2022-04-09 23:12:57.000000+00:00\", \"2022-05-21 19:41:21.000000+00:00\", \"2020-05-27 23:45:48.000000+00:00\"], \"session_ids\": [\"0d3465d3-b7e5-4941-9525-cd17e7e7c63d\", \"46f0696e-70e4-41fb-9538-f25e19c9218a\", \"af5f852c-903b-487d-9f71-d339856b58e6\", \"456dda07-8965-452f-a7be-2aeab37eef20\", \"ca2f8992-82c6-4a76-8856-fe9b2f134996\", \"5e976c9b-623a-41d5-ba0c-af57ee29e691\", \"d7b35531-8291-449c-a82b-286257f70d15\", \"696f042f-2198-4c13-bdf6-5de39516e502\", \"b9df21af-36a2-4daf-a0c9-2d822bba8338\", \"d91cb6f4-0f85-45e9-8078-5f76c1357497\"], \"total_duration\": 9265.0, \"total_sessions\": 10, \"mean_week_duration\": 50.081}}, {\"24758\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-09 12:18:49.000000+00:00\", \"2020-10-02 16:23:11.000000+00:00\", \"2019-01-08 21:32:51.000000+00:00\", \"2020-04-20 15:36:01.000000+00:00\", \"2023-02-06 14:50:19.000000+00:00\", \"2022-04-30 14:40:34.000000+00:00\", \"2021-05-27 06:13:13.000000+00:00\", \"2022-04-23 05:15:49.000000+00:00\", \"2021-02-17 18:29:39.000000+00:00\", \"2021-10-15 10:16:28.000000+00:00\", \"2022-10-20 18:21:06.000000+00:00\"], \"session_ids\": [\"b9282066-ddf2-48b5-a66b-6f4e0e9bba4f\", \"99c5456a-e793-41fd-b887-bf33b41a21f3\", \"0b001f9d-2cc7-445f-8a00-f9fc6f7c5f8c\", \"368e391e-c3cb-42bf-a3bd-bc89ba355720\", \"7185a61e-d60e-43b1-bc1a-415c8802dc28\", \"96cd6181-cbdd-4631-8d86-428213329a35\", \"383239f5-9a5d-417e-b1d3-fdb2ff792844\", \"65deceba-cd7b-4851-98a0-d521984cdba1\", \"3aab3e6d-7faf-48bd-ad15-dc3b6108683a\", \"435ef9f8-9fae-46f4-8e94-665f44304631\", \"7a96106f-1fa9-48b7-ab94-774cf8144024\"], \"total_duration\": 9186.0, \"total_sessions\": 11, \"mean_week_duration\": 43.127}}, {\"28559\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-21 18:43:47.000000+00:00\", \"2020-04-29 02:25:59.000000+00:00\"], \"session_ids\": [\"be5174ea-9cfd-46e7-b902-1e673656a550\", \"ded86bb2-0a2e-407c-845f-1fc9c5c8cd44\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 4.787}}, {\"49894\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-22 12:43:38.000000+00:00\", \"2020-04-19 16:57:36.000000+00:00\", \"2020-10-17 22:27:27.000000+00:00\"], \"session_ids\": [\"55789d26-8558-405e-b497-d99086bbb52d\", \"8c5bf301-d3ae-4eaa-8aa0-12584f59b7f9\", \"e4dc5067-38b1-4458-a3b4-15c8f275ce20\"], \"total_duration\": 355.0, \"total_sessions\": 3, \"mean_week_duration\": 2.795}}]\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[{\"93037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-09 22:52:46.000000+00:00\", \"2023-06-20 13:18:44.000000+00:00\", \"2020-02-11 15:39:16.000000+00:00\", \"2022-09-11 15:12:51.000000+00:00\", \"2023-06-22 14:09:48.000000+00:00\", \"2019-12-20 09:27:34.000000+00:00\", \"2021-11-06 22:53:29.000000+00:00\", \"2022-04-09 23:12:57.000000+00:00\", \"2022-05-21 19:41:21.000000+00:00\", \"2020-05-27 23:45:48.000000+00:00\"], \"session_ids\": [\"0d3465d3-b7e5-4941-9525-cd17e7e7c63d\", \"46f0696e-70e4-41fb-9538-f25e19c9218a\", \"af5f852c-903b-487d-9f71-d339856b58e6\", \"456dda07-8965-452f-a7be-2aeab37eef20\", \"ca2f8992-82c6-4a76-8856-fe9b2f134996\", \"5e976c9b-623a-41d5-ba0c-af57ee29e691\", \"d7b35531-8291-449c-a82b-286257f70d15\", \"696f042f-2198-4c13-bdf6-5de39516e502\", \"b9df21af-36a2-4daf-a0c9-2d822bba8338\", \"d91cb6f4-0f85-45e9-8078-5f76c1357497\"], \"total_duration\": 9265.0, \"total_sessions\": 10, \"mean_week_duration\": 50.081}}, {\"24758\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-09 12:18:49.000000+00:00\", \"2020-10-02 16:23:11.000000+00:00\", \"2019-01-08 21:32:51.000000+00:00\", \"2020-04-20 15:36:01.000000+00:00\", \"2023-02-06 14:50:19.000000+00:00\", \"2022-04-30 14:40:34.000000+00:00\", \"2021-05-27 06:13:13.000000+00:00\", \"2022-04-23 05:15:49.000000+00:00\", \"2021-02-17 18:29:39.000000+00:00\", \"2021-10-15 10:16:28.000000+00:00\", \"2022-10-20 18:21:06.000000+00:00\"], \"session_ids\": [\"b9282066-ddf2-48b5-a66b-6f4e0e9bba4f\", \"99c5456a-e793-41fd-b887-bf33b41a21f3\", \"0b001f9d-2cc7-445f-8a00-f9fc6f7c5f8c\", \"368e391e-c3cb-42bf-a3bd-bc89ba355720\", \"7185a61e-d60e-43b1-bc1a-415c8802dc28\", \"96cd6181-cbdd-4631-8d86-428213329a35\", \"383239f5-9a5d-417e-b1d3-fdb2ff792844\", \"65deceba-cd7b-4851-98a0-d521984cdba1\", \"3aab3e6d-7faf-48bd-ad15-dc3b6108683a\", \"435ef9f8-9fae-46f4-8e94-665f44304631\", \"7a96106f-1fa9-48b7-ab94-774cf8144024\"], \"total_duration\": 9186.0, \"total_sessions\": 11, \"mean_week_duration\": 43.127}}, {\"28559\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-21 18:43:47.000000+00:00\", \"2020-04-29 02:25:59.000000+00:00\"], \"session_ids\": [\"be5174ea-9cfd-46e7-b902-1e673656a550\", \"ded86bb2-0a2e-407c-845f-1fc9c5c8cd44\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 4.787}}, {\"49894\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-22 12:43:38.000000+00:00\", \"2020-04-19 16:57:36.000000+00:00\", \"2020-10-17 22:27:27.000000+00:00\"], \"session_ids\": [\"55789d26-8558-405e-b497-d99086bbb52d\", \"8c5bf301-d3ae-4eaa-8aa0-12584f59b7f9\", \"e4dc5067-38b1-4458-a3b4-15c8f275ce20\"], \"total_duration\": 355.0, \"total_sessions\": 3, \"mean_week_duration\": 2.795}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 4 users with a total duration that is above 4349 and below 1327, exclusively 1327 and 4349 as well as sort by name of the town from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-21 13:06:09.000000+00:00\", \"2021-06-03 22:40:06.000000+00:00\", \"2019-08-14 22:53:10.000000+00:00\", \"2019-08-20 10:36:18.000000+00:00\", \"2020-08-30 07:00:18.000000+00:00\"], \"session_ids\": [\"75fafe6f-11a3-44eb-a587-d56e296817a9\", \"bc37df96-e32c-485d-ba8d-f80ea1339d89\", \"54310a49-f0c6-41e9-b086-6cf139d526c9\", \"82f73075-4934-4884-942c-0d63e9919874\", \"b2c4a821-56fd-4190-8946-f042c08cb41b\"], \"total_duration\": 1206.0, \"total_sessions\": 5, \"mean_week_duration\": 9.805}, \"44955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-02 09:08:59.000000+00:00\", \"2022-09-26 01:40:10.000000+00:00\"], \"session_ids\": [\"8e861afe-a183-4d3a-9e42-e4e0a204bf17\", \"39571935-0fb8-4b50-9db1-bea9782641fb\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 271.0}, \"13316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-03 20:52:32.000000+00:00\", \"2023-01-18 14:18:10.000000+00:00\", \"2020-06-22 04:35:23.000000+00:00\", \"2020-09-01 23:48:34.000000+00:00\", \"2019-05-06 04:18:39.000000+00:00\", \"2020-05-18 16:46:27.000000+00:00\"], \"session_ids\": [\"050d9b7f-51b8-4b0d-afbd-35e4e0d17dba\", \"ec3a4e74-2814-4975-89f9-a3dd6f9d77ce\", \"489bbb40-fee4-4eb3-80a8-34cb34fd853d\", \"e04a56ae-bd2e-4ae5-b1a3-f88524569a5e\", \"b49714b7-16be-446b-b167-224e5eef32ef\", \"140dd372-4a7d-43e5-adfd-7e22e1cdf783\"], \"total_duration\": 5160.0, \"total_sessions\": 6, \"mean_week_duration\": 24.225}, \"58761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-28 02:47:42.000000+00:00\", \"2023-05-08 07:53:05.000000+00:00\"], \"session_ids\": [\"6e5ff0dd-e1d2-4f15-988f-4cfc49282c19\", \"640c5637-cc95-4771-b848-7491f0eb355a\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 1.471}, \"78038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-02 15:46:59.000000+00:00\", \"2019-04-05 11:10:41.000000+00:00\"], \"session_ids\": [\"249669a8-8633-46f8-a1a4-b9934175a4ce\", \"d365183f-75d2-4847-89c7-c81d2bb2e37b\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}, \"32268\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-19 07:08:36.000000+00:00\", \"2019-06-01 04:36:03.000000+00:00\", \"2022-08-05 12:18:05.000000+00:00\", \"2023-05-28 13:00:54.000000+00:00\", \"2023-04-29 18:47:26.000000+00:00\", \"2021-01-16 01:58:53.000000+00:00\", \"2022-08-23 08:20:28.000000+00:00\", \"2020-05-05 18:07:25.000000+00:00\", \"2019-12-31 04:41:58.000000+00:00\"], \"session_ids\": [\"68e68e7d-3f82-4409-a7b8-dcc5db0a69a1\", \"0f5e61d0-e9cb-472f-a953-1a90a0fb7285\", \"674db5d7-82b9-4cdc-b8f4-308514626f08\", \"ea6e2624-ac76-481a-afb8-359fce2b6ad2\", \"b6794ab1-c919-4c05-a526-daec3d9f61a9\", \"02c2300e-8b0b-46b8-8331-e860fc2ddbf7\", \"20183ca7-550a-41bd-9ffe-5af4a2e829fd\", \"df46616e-428c-4a6a-a78c-f548751d0100\", \"0def8754-1431-468c-bac9-52fc44aafebf\"], \"total_duration\": 25870.0, \"total_sessions\": 9, \"mean_week_duration\": 123.78}, \"67792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-03-30 22:00:04.000000+00:00\", \"2022-12-13 10:53:20.000000+00:00\", \"2022-10-04 03:18:10.000000+00:00\", \"2021-10-01 00:53:10.000000+00:00\", \"2022-11-11 08:44:28.000000+00:00\"], \"session_ids\": [\"3da88642-14f6-43b5-b4aa-b883c455dc6e\", \"93a5503a-3ea2-4243-8d2c-227a6f13d9ae\", \"d9ddd28a-f0f0-4b7f-bc07-0f64feffc35b\", \"2d906121-e438-49df-b82b-e2200e3f8263\", \"7849629e-747e-4910-906c-b526f265f7e4\"], \"total_duration\": 538.0, \"total_sessions\": 5, \"mean_week_duration\": 6.897}, \"60653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-07-13 16:15:40.000000+00:00\", \"2022-10-25 12:37:41.000000+00:00\"], \"session_ids\": [\"6ae2a872-5805-4909-aa13-46769a0e6c4f\", \"6117431c-cffd-428c-b494-b55473e539f8\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.587}, \"92211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-26 20:42:29.000000+00:00\", \"2022-01-06 08:54:49.000000+00:00\", \"2021-06-23 14:35:01.000000+00:00\", \"2019-10-18 20:23:31.000000+00:00\", \"2020-03-14 18:47:13.000000+00:00\", \"2022-08-01 21:52:13.000000+00:00\", \"2022-02-04 02:31:41.000000+00:00\"], \"session_ids\": [\"df71a563-18db-43f4-8952-f7ac9840643b\", \"94e31c95-80a9-4629-bfc9-0407bf8675f0\", \"187b0235-62ce-4dc3-a0df-582e546e7859\", \"dd73aa50-4e7a-44c4-98e4-bbf12858e65d\", \"2a4e4aaa-a54a-4407-826d-d867744611d0\", \"5e19f400-a865-4b25-8638-a8c5f0f62a6c\", \"7e595d8b-279c-4693-96e3-80ba9433a9a9\"], \"total_duration\": 4488.0, \"total_sessions\": 7, \"mean_week_duration\": 30.74}, \"30772\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-04-16 12:54:37.000000+00:00\", \"2020-01-23 21:37:01.000000+00:00\", \"2020-05-27 01:37:49.000000+00:00\", \"2023-01-28 00:27:58.000000+00:00\", \"2023-03-12 04:08:02.000000+00:00\", \"2021-05-01 15:43:19.000000+00:00\", \"2021-04-15 19:05:13.000000+00:00\"], \"session_ids\": [\"df0643ce-889c-4e03-9ea9-a4a8a23fc392\", \"9c4bec90-11d4-424a-8ab2-a450f93f8289\", \"0148c679-00a2-4d8f-ad3a-187c9411ab1b\", \"00ebfdde-e4fe-4607-a7d8-95f0b4ff07af\", \"291a815f-bbe9-448d-9f00-ab9a722711bc\", \"aa6cb444-cd4e-45bf-a63a-181d43cff372\", \"9ebbd3b9-e98a-48be-84da-c80ba9628430\"], \"total_duration\": 3842.0, \"total_sessions\": 7, \"mean_week_duration\": 23.427}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 1327 and are greater than 4349"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[1327, 4349]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-21 13:06:09.000000+00:00\", \"2021-06-03 22:40:06.000000+00:00\", \"2019-08-14 22:53:10.000000+00:00\", \"2019-08-20 10:36:18.000000+00:00\", \"2020-08-30 07:00:18.000000+00:00\"], \"session_ids\": [\"75fafe6f-11a3-44eb-a587-d56e296817a9\", \"bc37df96-e32c-485d-ba8d-f80ea1339d89\", \"54310a49-f0c6-41e9-b086-6cf139d526c9\", \"82f73075-4934-4884-942c-0d63e9919874\", \"b2c4a821-56fd-4190-8946-f042c08cb41b\"], \"total_duration\": 1206.0, \"total_sessions\": 5, \"mean_week_duration\": 9.805}, \"44955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-02 09:08:59.000000+00:00\", \"2022-09-26 01:40:10.000000+00:00\"], \"session_ids\": [\"8e861afe-a183-4d3a-9e42-e4e0a204bf17\", \"39571935-0fb8-4b50-9db1-bea9782641fb\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 271.0}, \"58761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-28 02:47:42.000000+00:00\", \"2023-05-08 07:53:05.000000+00:00\"], \"session_ids\": [\"6e5ff0dd-e1d2-4f15-988f-4cfc49282c19\", \"640c5637-cc95-4771-b848-7491f0eb355a\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 1.471}, \"78038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-02 15:46:59.000000+00:00\", \"2019-04-05 11:10:41.000000+00:00\"], \"session_ids\": [\"249669a8-8633-46f8-a1a4-b9934175a4ce\", \"d365183f-75d2-4847-89c7-c81d2bb2e37b\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}, \"67792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-03-30 22:00:04.000000+00:00\", \"2022-12-13 10:53:20.000000+00:00\", \"2022-10-04 03:18:10.000000+00:00\", \"2021-10-01 00:53:10.000000+00:00\", \"2022-11-11 08:44:28.000000+00:00\"], \"session_ids\": [\"3da88642-14f6-43b5-b4aa-b883c455dc6e\", \"93a5503a-3ea2-4243-8d2c-227a6f13d9ae\", \"d9ddd28a-f0f0-4b7f-bc07-0f64feffc35b\", \"2d906121-e438-49df-b82b-e2200e3f8263\", \"7849629e-747e-4910-906c-b526f265f7e4\"], \"total_duration\": 538.0, \"total_sessions\": 5, \"mean_week_duration\": 6.897}, \"60653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-07-13 16:15:40.000000+00:00\", \"2022-10-25 12:37:41.000000+00:00\"], \"session_ids\": [\"6ae2a872-5805-4909-aa13-46769a0e6c4f\", \"6117431c-cffd-428c-b494-b55473e539f8\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.587}, \"13316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-03 20:52:32.000000+00:00\", \"2023-01-18 14:18:10.000000+00:00\", \"2020-06-22 04:35:23.000000+00:00\", \"2020-09-01 23:48:34.000000+00:00\", \"2019-05-06 04:18:39.000000+00:00\", \"2020-05-18 16:46:27.000000+00:00\"], \"session_ids\": [\"050d9b7f-51b8-4b0d-afbd-35e4e0d17dba\", \"ec3a4e74-2814-4975-89f9-a3dd6f9d77ce\", \"489bbb40-fee4-4eb3-80a8-34cb34fd853d\", \"e04a56ae-bd2e-4ae5-b1a3-f88524569a5e\", \"b49714b7-16be-446b-b167-224e5eef32ef\", \"140dd372-4a7d-43e5-adfd-7e22e1cdf783\"], \"total_duration\": 5160.0, \"total_sessions\": 6, \"mean_week_duration\": 24.225}, \"32268\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-19 07:08:36.000000+00:00\", \"2019-06-01 04:36:03.000000+00:00\", \"2022-08-05 12:18:05.000000+00:00\", \"2023-05-28 13:00:54.000000+00:00\", \"2023-04-29 18:47:26.000000+00:00\", \"2021-01-16 01:58:53.000000+00:00\", \"2022-08-23 08:20:28.000000+00:00\", \"2020-05-05 18:07:25.000000+00:00\", \"2019-12-31 04:41:58.000000+00:00\"], \"session_ids\": [\"68e68e7d-3f82-4409-a7b8-dcc5db0a69a1\", \"0f5e61d0-e9cb-472f-a953-1a90a0fb7285\", \"674db5d7-82b9-4cdc-b8f4-308514626f08\", \"ea6e2624-ac76-481a-afb8-359fce2b6ad2\", \"b6794ab1-c919-4c05-a526-daec3d9f61a9\", \"02c2300e-8b0b-46b8-8331-e860fc2ddbf7\", \"20183ca7-550a-41bd-9ffe-5af4a2e829fd\", \"df46616e-428c-4a6a-a78c-f548751d0100\", \"0def8754-1431-468c-bac9-52fc44aafebf\"], \"total_duration\": 25870.0, \"total_sessions\": 9, \"mean_week_duration\": 123.78}, \"92211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-26 20:42:29.000000+00:00\", \"2022-01-06 08:54:49.000000+00:00\", \"2021-06-23 14:35:01.000000+00:00\", \"2019-10-18 20:23:31.000000+00:00\", \"2020-03-14 18:47:13.000000+00:00\", \"2022-08-01 21:52:13.000000+00:00\", \"2022-02-04 02:31:41.000000+00:00\"], \"session_ids\": [\"df71a563-18db-43f4-8952-f7ac9840643b\", \"94e31c95-80a9-4629-bfc9-0407bf8675f0\", \"187b0235-62ce-4dc3-a0df-582e546e7859\", \"dd73aa50-4e7a-44c4-98e4-bbf12858e65d\", \"2a4e4aaa-a54a-4407-826d-d867744611d0\", \"5e19f400-a865-4b25-8638-a8c5f0f62a6c\", \"7e595d8b-279c-4693-96e3-80ba9433a9a9\"], \"total_duration\": 4488.0, \"total_sessions\": 7, \"mean_week_duration\": 30.74}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-07-13 16:15:40.000000+00:00\", \"2022-10-25 12:37:41.000000+00:00\"], \"session_ids\": [\"6ae2a872-5805-4909-aa13-46769a0e6c4f\", \"6117431c-cffd-428c-b494-b55473e539f8\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.587}}, {\"92211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-26 20:42:29.000000+00:00\", \"2022-01-06 08:54:49.000000+00:00\", \"2021-06-23 14:35:01.000000+00:00\", \"2019-10-18 20:23:31.000000+00:00\", \"2020-03-14 18:47:13.000000+00:00\", \"2022-08-01 21:52:13.000000+00:00\", \"2022-02-04 02:31:41.000000+00:00\"], \"session_ids\": [\"df71a563-18db-43f4-8952-f7ac9840643b\", \"94e31c95-80a9-4629-bfc9-0407bf8675f0\", \"187b0235-62ce-4dc3-a0df-582e546e7859\", \"dd73aa50-4e7a-44c4-98e4-bbf12858e65d\", \"2a4e4aaa-a54a-4407-826d-d867744611d0\", \"5e19f400-a865-4b25-8638-a8c5f0f62a6c\", \"7e595d8b-279c-4693-96e3-80ba9433a9a9\"], \"total_duration\": 4488.0, \"total_sessions\": 7, \"mean_week_duration\": 30.74}}, {\"3030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-21 13:06:09.000000+00:00\", \"2021-06-03 22:40:06.000000+00:00\", \"2019-08-14 22:53:10.000000+00:00\", \"2019-08-20 10:36:18.000000+00:00\", \"2020-08-30 07:00:18.000000+00:00\"], \"session_ids\": [\"75fafe6f-11a3-44eb-a587-d56e296817a9\", \"bc37df96-e32c-485d-ba8d-f80ea1339d89\", \"54310a49-f0c6-41e9-b086-6cf139d526c9\", \"82f73075-4934-4884-942c-0d63e9919874\", \"b2c4a821-56fd-4190-8946-f042c08cb41b\"], \"total_duration\": 1206.0, \"total_sessions\": 5, \"mean_week_duration\": 9.805}}, {\"32268\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-19 07:08:36.000000+00:00\", \"2019-06-01 04:36:03.000000+00:00\", \"2022-08-05 12:18:05.000000+00:00\", \"2023-05-28 13:00:54.000000+00:00\", \"2023-04-29 18:47:26.000000+00:00\", \"2021-01-16 01:58:53.000000+00:00\", \"2022-08-23 08:20:28.000000+00:00\", \"2020-05-05 18:07:25.000000+00:00\", \"2019-12-31 04:41:58.000000+00:00\"], \"session_ids\": [\"68e68e7d-3f82-4409-a7b8-dcc5db0a69a1\", \"0f5e61d0-e9cb-472f-a953-1a90a0fb7285\", \"674db5d7-82b9-4cdc-b8f4-308514626f08\", \"ea6e2624-ac76-481a-afb8-359fce2b6ad2\", \"b6794ab1-c919-4c05-a526-daec3d9f61a9\", \"02c2300e-8b0b-46b8-8331-e860fc2ddbf7\", \"20183ca7-550a-41bd-9ffe-5af4a2e829fd\", \"df46616e-428c-4a6a-a78c-f548751d0100\", \"0def8754-1431-468c-bac9-52fc44aafebf\"], \"total_duration\": 25870.0, \"total_sessions\": 9, \"mean_week_duration\": 123.78}}, {\"78038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-02 15:46:59.000000+00:00\", \"2019-04-05 11:10:41.000000+00:00\"], \"session_ids\": [\"249669a8-8633-46f8-a1a4-b9934175a4ce\", \"d365183f-75d2-4847-89c7-c81d2bb2e37b\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}}, {\"58761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-28 02:47:42.000000+00:00\", \"2023-05-08 07:53:05.000000+00:00\"], \"session_ids\": [\"6e5ff0dd-e1d2-4f15-988f-4cfc49282c19\", \"640c5637-cc95-4771-b848-7491f0eb355a\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 1.471}}, {\"44955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-02 09:08:59.000000+00:00\", \"2022-09-26 01:40:10.000000+00:00\"], \"session_ids\": [\"8e861afe-a183-4d3a-9e42-e4e0a204bf17\", \"39571935-0fb8-4b50-9db1-bea9782641fb\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 271.0}}, {\"13316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-03 20:52:32.000000+00:00\", \"2023-01-18 14:18:10.000000+00:00\", \"2020-06-22 04:35:23.000000+00:00\", \"2020-09-01 23:48:34.000000+00:00\", \"2019-05-06 04:18:39.000000+00:00\", \"2020-05-18 16:46:27.000000+00:00\"], \"session_ids\": [\"050d9b7f-51b8-4b0d-afbd-35e4e0d17dba\", \"ec3a4e74-2814-4975-89f9-a3dd6f9d77ce\", \"489bbb40-fee4-4eb3-80a8-34cb34fd853d\", \"e04a56ae-bd2e-4ae5-b1a3-f88524569a5e\", \"b49714b7-16be-446b-b167-224e5eef32ef\", \"140dd372-4a7d-43e5-adfd-7e22e1cdf783\"], \"total_duration\": 5160.0, \"total_sessions\": 6, \"mean_week_duration\": 24.225}}, {\"67792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-03-30 22:00:04.000000+00:00\", \"2022-12-13 10:53:20.000000+00:00\", \"2022-10-04 03:18:10.000000+00:00\", \"2021-10-01 00:53:10.000000+00:00\", \"2022-11-11 08:44:28.000000+00:00\"], \"session_ids\": [\"3da88642-14f6-43b5-b4aa-b883c455dc6e\", \"93a5503a-3ea2-4243-8d2c-227a6f13d9ae\", \"d9ddd28a-f0f0-4b7f-bc07-0f64feffc35b\", \"2d906121-e438-49df-b82b-e2200e3f8263\", \"7849629e-747e-4910-906c-b526f265f7e4\"], \"total_duration\": 538.0, \"total_sessions\": 5, \"mean_week_duration\": 6.897}}]\n```\n"
}
] |
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