conversations
list |
|---|
[
{
"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[{\"97323\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-27 20:43:44.000000+00:00\", \"2019-08-20 02:05:19.000000+00:00\"], \"session_ids\": [\"6650b5b9-db35-4c89-be52-60ad2daa40a2\", \"e8bc3da1-c03d-4ca8-8c3c-15dfec1c781e\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.336}}, {\"44484\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-03 19:05:34.000000+00:00\", \"2021-11-03 18:15:59.000000+00:00\"], \"session_ids\": [\"310ed157-ffd7-4d3e-8faf-eda062b560e6\", \"430a0012-618a-453e-90aa-8f98c347faf4\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 2.046}}, {\"23153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-08-30 15:19:34.000000+00:00\", \"2023-02-26 22:09:58.000000+00:00\"], \"session_ids\": [\"8aa2449a-e57f-43c4-8e29-5e7c820316f8\", \"3de93af9-ed38-40c4-a006-28f63d512adc\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 2.623}}, {\"61613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-20 05:31:44.000000+00:00\", \"2021-07-15 07:15:44.000000+00:00\"], \"session_ids\": [\"94dd2216-c483-42bf-9f55-e82b635173f3\", \"153d03fe-dbc0-405a-97df-bdfba2516d69\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 2.741}}]\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[{\"97323\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-27 20:43:44.000000+00:00\", \"2019-08-20 02:05:19.000000+00:00\"], \"session_ids\": [\"6650b5b9-db35-4c89-be52-60ad2daa40a2\", \"e8bc3da1-c03d-4ca8-8c3c-15dfec1c781e\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.336}}, {\"44484\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-03 19:05:34.000000+00:00\", \"2021-11-03 18:15:59.000000+00:00\"], \"session_ids\": [\"310ed157-ffd7-4d3e-8faf-eda062b560e6\", \"430a0012-618a-453e-90aa-8f98c347faf4\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 2.046}}, {\"23153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-08-30 15:19:34.000000+00:00\", \"2023-02-26 22:09:58.000000+00:00\"], \"session_ids\": [\"8aa2449a-e57f-43c4-8e29-5e7c820316f8\", \"3de93af9-ed38-40c4-a006-28f63d512adc\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 2.623}}, {\"61613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-20 05:31:44.000000+00:00\", \"2021-07-15 07:15:44.000000+00:00\"], \"session_ids\": [\"94dd2216-c483-42bf-9f55-e82b635173f3\", \"153d03fe-dbc0-405a-97df-bdfba2516d69\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 2.741}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about user with a sessions summation that is 5 also apply sorting by total sessions risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-08-17 16:21:52.000000+00:00\", \"2019-04-23 12:46:26.000000+00:00\"], \"session_ids\": [\"57681695-e009-46cd-8cb0-385c8e8860ae\", \"cf9fcbcb-8ede-4aec-b673-ef9247bd79de\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.304}, \"31075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-04-20 02:58:34.000000+00:00\", \"2021-05-19 02:24:00.000000+00:00\"], \"session_ids\": [\"8745fa82-1f90-4471-9c37-8b9e6fca09fc\", \"797724b9-62f3-44aa-bc0d-41b0be1da889\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}, \"84451\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-10 04:22:33.000000+00:00\", \"2021-05-20 18:50:36.000000+00:00\", \"2019-06-02 17:33:32.000000+00:00\", \"2019-08-20 09:20:37.000000+00:00\", \"2021-03-12 00:40:59.000000+00:00\", \"2022-09-03 04:06:15.000000+00:00\", \"2022-11-27 23:36:22.000000+00:00\", \"2020-05-19 05:50:42.000000+00:00\", \"2020-07-29 10:02:20.000000+00:00\", \"2023-03-07 07:38:45.000000+00:00\"], \"session_ids\": [\"950d779d-991c-41a9-b1ff-8aa33df0e57e\", \"9f7e4e9e-c359-43d7-929e-a6a72e4e1691\", \"861b1a70-81bd-4195-a3f5-f9f33c38aabd\", \"5c789094-f5cd-4742-8691-8848350bba46\", \"3221c94e-fe22-4bc4-8532-c8868741f543\", \"3cf3b568-6bd9-49b8-8e5d-4be280574398\", \"d69abe61-f1d3-48b0-9554-78113a328559\", \"fe1fe069-5fdf-4449-adc1-de118a8fb937\", \"0d7bbe97-5ee3-4270-bfb8-59f388f49a6b\", \"c735a08a-4b5a-4ef8-93f8-be4e36c0ff70\"], \"total_duration\": 16993.0, \"total_sessions\": 10, \"mean_week_duration\": 79.779}, \"5190\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-04-18 14:14:30.000000+00:00\", \"2023-04-18 05:14:58.000000+00:00\"], \"session_ids\": [\"17d5aa88-58d6-4df4-86d9-f42df77e4dad\", \"7009b8dc-67f8-44b1-9a2c-61b18025d697\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.827}, \"99453\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-10 08:04:29.000000+00:00\", \"2023-03-17 05:46:57.000000+00:00\"], \"session_ids\": [\"c37a5e96-b368-4262-b758-ebfc73a528a7\", \"a9f85866-b9b8-4ab1-8b17-72dd87020413\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 5.14}, \"12546\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-10 19:34:04.000000+00:00\", \"2020-12-09 09:01:39.000000+00:00\"], \"session_ids\": [\"cb76822d-f9fb-41d4-b0bb-69ba7c06b41a\", \"cb856a8c-5f99-4e19-825d-fe565749fe65\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 3.35}, \"7232\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-01 14:58:01.000000+00:00\", \"2022-09-27 02:05:06.000000+00:00\"], \"session_ids\": [\"a41c628b-96a8-42ea-bc18-6a32f8feffbc\", \"be9bd3ff-0f2c-4e1e-9a21-db44536393a4\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 1.674}, \"31324\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-19 04:57:48.000000+00:00\", \"2021-01-20 02:11:22.000000+00:00\"], \"session_ids\": [\"649090f8-634c-4d90-bae5-36cd0bd458c0\", \"dcdfc760-221b-4618-888f-4874c4f16992\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.981}, \"41031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-14 02:39:48.000000+00:00\", \"2022-04-10 16:33:27.000000+00:00\"], \"session_ids\": [\"66e9ce76-8771-4097-ab1f-a513455957c3\", \"b3746971-54de-400d-95ef-04d83995def3\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"1159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-16 04:34:43.000000+00:00\", \"2022-09-22 11:32:37.000000+00:00\"], \"session_ids\": [\"90af9e94-01f6-42be-9f9e-20e849be9220\", \"1f2e466c-9981-4e2e-b0d1-00ed8624fdc5\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 1.912}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 4 users who have time spent on the site less than 484 ( not including) , moreover do sorting by mean week duration descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-09-28 07:23:05.000000+00:00\", \"2023-02-15 00:09:01.000000+00:00\"], \"session_ids\": [\"e3834059-399b-4a6e-b198-7d4d7c21cf15\", \"68198a71-e2c2-4a41-87d9-7059789e54b2\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}, \"82432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-28 19:05:36.000000+00:00\", \"2019-03-22 21:14:34.000000+00:00\"], \"session_ids\": [\"c2f6bf27-deab-4602-b570-08de6535e5a8\", \"6ca5c311-463e-456b-b7f7-30e77944a7d5\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.191}, \"21162\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-02 13:06:22.000000+00:00\", \"2019-07-17 02:37:22.000000+00:00\"], \"session_ids\": [\"bc843c3f-9bd5-41c6-951a-ee9adce23424\", \"d0b79bfa-8622-4a5c-baaa-2a6483155c56\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.931}, \"62429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-28 01:47:41.000000+00:00\", \"2019-04-05 23:29:41.000000+00:00\"], \"session_ids\": [\"894617e1-1050-49f3-9cf0-bfab022ae95c\", \"f6e9db82-d093-4311-b41e-4c1c770c169e\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.823}, \"35081\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-04-20 18:11:17.000000+00:00\", \"2019-11-26 03:03:13.000000+00:00\", \"2021-06-26 21:41:36.000000+00:00\", \"2022-08-15 22:38:30.000000+00:00\"], \"session_ids\": [\"9c3c8ab2-de16-41a3-9fd5-2b15f2dbafbe\", \"23c61da5-1079-486e-bcee-373cb6afe644\", \"1928555c-cbed-49c7-8107-7dc4b5a290f8\", \"23ca5a52-8385-4a1b-86f7-eeb45a57bde3\"], \"total_duration\": 342.0, \"total_sessions\": 4, \"mean_week_duration\": 2.408}, \"33383\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-08 19:19:33.000000+00:00\", \"2022-11-08 20:18:16.000000+00:00\", \"2019-09-03 17:51:19.000000+00:00\"], \"session_ids\": [\"1fca9407-b267-4ca0-8634-c3de18583a93\", \"ae4f47ea-ae5d-4380-b3e3-4073698f24f5\", \"bbf71e1f-5ffe-48d0-ad56-12ea53c10fbb\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.194}, \"40498\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-26 05:47:10.000000+00:00\", \"2019-09-18 20:52:05.000000+00:00\"], \"session_ids\": [\"76de0045-cc8b-41cd-b4fb-acc69191b554\", \"3fabb3bd-e0e4-4683-a28a-8a6bc23e20a7\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 3.091}, \"44204\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-18 02:45:26.000000+00:00\", \"2019-05-11 20:39:21.000000+00:00\"], \"session_ids\": [\"8d1b5bf1-cbf1-4b20-b0ae-334edbeefd30\", \"cfea8947-5199-48c7-adbd-c996fa017840\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}, \"97033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-29 04:30:24.000000+00:00\", \"2023-06-26 18:08:08.000000+00:00\"], \"session_ids\": [\"dc19b0c1-e7c3-48db-a743-8db951edd832\", \"0fdf5103-ecc9-48d1-bc63-746f2cfc0467\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 4.149}, \"43144\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-04-20 22:15:22.000000+00:00\", \"2023-05-02 14:05:28.000000+00:00\", \"2019-04-29 11:32:48.000000+00:00\", \"2021-07-06 07:21:56.000000+00:00\", \"2023-03-04 08:20:35.000000+00:00\"], \"session_ids\": [\"9d14df54-825d-4ff9-a0e6-028ffc0888fa\", \"c9f062e7-8398-4641-a8d0-85b9c2f6aab3\", \"4dcce91b-844f-4d67-9898-1cba195f061f\", \"68f6669d-768a-4e1d-8651-546cee7268eb\", \"e118ffaa-f0e3-43fc-bce8-420649161834\"], \"total_duration\": 535.0, \"total_sessions\": 5, \"mean_week_duration\": 2.536}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 484"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[484, 4283]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-09-28 07:23:05.000000+00:00\", \"2023-02-15 00:09:01.000000+00:00\"], \"session_ids\": [\"e3834059-399b-4a6e-b198-7d4d7c21cf15\", \"68198a71-e2c2-4a41-87d9-7059789e54b2\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}, \"82432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-28 19:05:36.000000+00:00\", \"2019-03-22 21:14:34.000000+00:00\"], \"session_ids\": [\"c2f6bf27-deab-4602-b570-08de6535e5a8\", \"6ca5c311-463e-456b-b7f7-30e77944a7d5\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.191}, \"21162\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-02 13:06:22.000000+00:00\", \"2019-07-17 02:37:22.000000+00:00\"], \"session_ids\": [\"bc843c3f-9bd5-41c6-951a-ee9adce23424\", \"d0b79bfa-8622-4a5c-baaa-2a6483155c56\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.931}, \"62429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-28 01:47:41.000000+00:00\", \"2019-04-05 23:29:41.000000+00:00\"], \"session_ids\": [\"894617e1-1050-49f3-9cf0-bfab022ae95c\", \"f6e9db82-d093-4311-b41e-4c1c770c169e\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.823}, \"35081\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-04-20 18:11:17.000000+00:00\", \"2019-11-26 03:03:13.000000+00:00\", \"2021-06-26 21:41:36.000000+00:00\", \"2022-08-15 22:38:30.000000+00:00\"], \"session_ids\": [\"9c3c8ab2-de16-41a3-9fd5-2b15f2dbafbe\", \"23c61da5-1079-486e-bcee-373cb6afe644\", \"1928555c-cbed-49c7-8107-7dc4b5a290f8\", \"23ca5a52-8385-4a1b-86f7-eeb45a57bde3\"], \"total_duration\": 342.0, \"total_sessions\": 4, \"mean_week_duration\": 2.408}, \"33383\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-08 19:19:33.000000+00:00\", \"2022-11-08 20:18:16.000000+00:00\", \"2019-09-03 17:51:19.000000+00:00\"], \"session_ids\": [\"1fca9407-b267-4ca0-8634-c3de18583a93\", \"ae4f47ea-ae5d-4380-b3e3-4073698f24f5\", \"bbf71e1f-5ffe-48d0-ad56-12ea53c10fbb\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.194}, \"40498\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-26 05:47:10.000000+00:00\", \"2019-09-18 20:52:05.000000+00:00\"], \"session_ids\": [\"76de0045-cc8b-41cd-b4fb-acc69191b554\", \"3fabb3bd-e0e4-4683-a28a-8a6bc23e20a7\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 3.091}, \"44204\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-18 02:45:26.000000+00:00\", \"2019-05-11 20:39:21.000000+00:00\"], \"session_ids\": [\"8d1b5bf1-cbf1-4b20-b0ae-334edbeefd30\", \"cfea8947-5199-48c7-adbd-c996fa017840\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}, \"97033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-29 04:30:24.000000+00:00\", \"2023-06-26 18:08:08.000000+00:00\"], \"session_ids\": [\"dc19b0c1-e7c3-48db-a743-8db951edd832\", \"0fdf5103-ecc9-48d1-bc63-746f2cfc0467\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 4.149}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-29 04:30:24.000000+00:00\", \"2023-06-26 18:08:08.000000+00:00\"], \"session_ids\": [\"dc19b0c1-e7c3-48db-a743-8db951edd832\", \"0fdf5103-ecc9-48d1-bc63-746f2cfc0467\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 4.149}}, {\"40498\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-26 05:47:10.000000+00:00\", \"2019-09-18 20:52:05.000000+00:00\"], \"session_ids\": [\"76de0045-cc8b-41cd-b4fb-acc69191b554\", \"3fabb3bd-e0e4-4683-a28a-8a6bc23e20a7\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 3.091}}, {\"21162\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-02 13:06:22.000000+00:00\", \"2019-07-17 02:37:22.000000+00:00\"], \"session_ids\": [\"bc843c3f-9bd5-41c6-951a-ee9adce23424\", \"d0b79bfa-8622-4a5c-baaa-2a6483155c56\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.931}}, {\"88428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-09-28 07:23:05.000000+00:00\", \"2023-02-15 00:09:01.000000+00:00\"], \"session_ids\": [\"e3834059-399b-4a6e-b198-7d4d7c21cf15\", \"68198a71-e2c2-4a41-87d9-7059789e54b2\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}}, {\"35081\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-04-20 18:11:17.000000+00:00\", \"2019-11-26 03:03:13.000000+00:00\", \"2021-06-26 21:41:36.000000+00:00\", \"2022-08-15 22:38:30.000000+00:00\"], \"session_ids\": [\"9c3c8ab2-de16-41a3-9fd5-2b15f2dbafbe\", \"23c61da5-1079-486e-bcee-373cb6afe644\", \"1928555c-cbed-49c7-8107-7dc4b5a290f8\", \"23ca5a52-8385-4a1b-86f7-eeb45a57bde3\"], \"total_duration\": 342.0, \"total_sessions\": 4, \"mean_week_duration\": 2.408}}, {\"82432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-28 19:05:36.000000+00:00\", \"2019-03-22 21:14:34.000000+00:00\"], \"session_ids\": [\"c2f6bf27-deab-4602-b570-08de6535e5a8\", \"6ca5c311-463e-456b-b7f7-30e77944a7d5\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.191}}, {\"62429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-28 01:47:41.000000+00:00\", \"2019-04-05 23:29:41.000000+00:00\"], \"session_ids\": [\"894617e1-1050-49f3-9cf0-bfab022ae95c\", \"f6e9db82-d093-4311-b41e-4c1c770c169e\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.823}}, {\"44204\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-18 02:45:26.000000+00:00\", \"2019-05-11 20:39:21.000000+00:00\"], \"session_ids\": [\"8d1b5bf1-cbf1-4b20-b0ae-334edbeefd30\", \"cfea8947-5199-48c7-adbd-c996fa017840\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}}, {\"33383\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-08 19:19:33.000000+00:00\", \"2022-11-08 20:18:16.000000+00:00\", \"2019-09-03 17:51:19.000000+00:00\"], \"session_ids\": [\"1fca9407-b267-4ca0-8634-c3de18583a93\", \"ae4f47ea-ae5d-4380-b3e3-4073698f24f5\", \"bbf71e1f-5ffe-48d0-ad56-12ea53c10fbb\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.194}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-29 04:30:24.000000+00:00\", \"2023-06-26 18:08:08.000000+00:00\"], \"session_ids\": [\"dc19b0c1-e7c3-48db-a743-8db951edd832\", \"0fdf5103-ecc9-48d1-bc63-746f2cfc0467\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 4.149}}, {\"40498\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-26 05:47:10.000000+00:00\", \"2019-09-18 20:52:05.000000+00:00\"], \"session_ids\": [\"76de0045-cc8b-41cd-b4fb-acc69191b554\", \"3fabb3bd-e0e4-4683-a28a-8a6bc23e20a7\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 3.091}}, {\"21162\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-02 13:06:22.000000+00:00\", \"2019-07-17 02:37:22.000000+00:00\"], \"session_ids\": [\"bc843c3f-9bd5-41c6-951a-ee9adce23424\", \"d0b79bfa-8622-4a5c-baaa-2a6483155c56\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.931}}, {\"88428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-09-28 07:23:05.000000+00:00\", \"2023-02-15 00:09:01.000000+00:00\"], \"session_ids\": [\"e3834059-399b-4a6e-b198-7d4d7c21cf15\", \"68198a71-e2c2-4a41-87d9-7059789e54b2\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}}]\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[{\"97033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-29 04:30:24.000000+00:00\", \"2023-06-26 18:08:08.000000+00:00\"], \"session_ids\": [\"dc19b0c1-e7c3-48db-a743-8db951edd832\", \"0fdf5103-ecc9-48d1-bc63-746f2cfc0467\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 4.149}}, {\"40498\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-26 05:47:10.000000+00:00\", \"2019-09-18 20:52:05.000000+00:00\"], \"session_ids\": [\"76de0045-cc8b-41cd-b4fb-acc69191b554\", \"3fabb3bd-e0e4-4683-a28a-8a6bc23e20a7\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 3.091}}, {\"21162\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-02 13:06:22.000000+00:00\", \"2019-07-17 02:37:22.000000+00:00\"], \"session_ids\": [\"bc843c3f-9bd5-41c6-951a-ee9adce23424\", \"d0b79bfa-8622-4a5c-baaa-2a6483155c56\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.931}}, {\"88428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-09-28 07:23:05.000000+00:00\", \"2023-02-15 00:09:01.000000+00:00\"], \"session_ids\": [\"e3834059-399b-4a6e-b198-7d4d7c21cf15\", \"68198a71-e2c2-4a41-87d9-7059789e54b2\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about user who has time in app less than 2014 (not including) and greater than 2552 additionaly implement sorting by name of the city 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{\"88052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-30 04:56:34.000000+00:00\", \"2021-01-24 15:28:44.000000+00:00\"], \"session_ids\": [\"3be05728-d8c6-4a2f-a196-f0f3bbfe25b2\", \"7d317b6b-9db6-4e39-9c48-d785806da7b3\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 1.959}, \"28294\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-19 13:52:24.000000+00:00\", \"2020-07-13 07:11:28.000000+00:00\", \"2020-01-12 02:58:28.000000+00:00\"], \"session_ids\": [\"881bc21c-90cb-4c4a-b20f-3ee98114a37a\", \"910b5943-6283-49c9-b2a4-6eb784d970bd\", \"464289c7-10a6-4088-853d-c7324944d370\"], \"total_duration\": 433.0, \"total_sessions\": 3, \"mean_week_duration\": 6.463}, \"45329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-18 23:34:13.000000+00:00\", \"2023-04-20 02:34:14.000000+00:00\", \"2019-04-02 06:04:51.000000+00:00\", \"2021-08-23 15:35:19.000000+00:00\", \"2019-01-12 09:40:50.000000+00:00\"], \"session_ids\": [\"476cfd26-12b6-459b-bb06-8dc225091758\", \"71eac470-a9f0-4948-bd44-3c90615fda7f\", \"0247a9dd-53fb-4311-966b-c8ce31c16da6\", \"7cfa132b-b6c2-4bd9-82c4-badd14d95527\", \"29a99c30-f4b6-4484-9c03-ae7571534e69\"], \"total_duration\": 226.0, \"total_sessions\": 5, \"mean_week_duration\": 1.013}, \"1382\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-17 22:43:08.000000+00:00\", \"2021-09-05 19:48:07.000000+00:00\", \"2022-04-22 23:59:06.000000+00:00\"], \"session_ids\": [\"e37921ed-5fe2-4afe-9032-0089d5fa3c51\", \"ec254c25-c150-4751-af1b-0aeac84b0a16\", \"6948fd42-28d6-430c-ac50-cf7c401a2ae7\"], \"total_duration\": 275.0, \"total_sessions\": 3, \"mean_week_duration\": 8.333}, \"23068\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-12-23 17:48:21.000000+00:00\", \"2019-06-14 20:27:31.000000+00:00\", \"2022-07-17 02:36:59.000000+00:00\", \"2022-07-02 08:53:05.000000+00:00\"], \"session_ids\": [\"7b1a61e6-cfdb-4b62-9b4e-d2f08600b946\", \"8786e8cc-e877-48ee-a96b-d4b4b7f96ffd\", \"5a6a96b5-b859-43b5-ae82-5fda989a831e\", \"cdb302b4-91e4-4994-a08c-658c6f760e6f\"], \"total_duration\": 113.0, \"total_sessions\": 4, \"mean_week_duration\": 0.614}, \"74985\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-22 20:23:24.000000+00:00\", \"2021-12-30 12:43:20.000000+00:00\", \"2020-02-16 15:04:00.000000+00:00\", \"2022-04-05 10:02:48.000000+00:00\"], \"session_ids\": [\"342a981e-5056-4dfa-8434-50a95958e4e1\", \"b5e51cb1-e87d-4e3f-90dc-ac9c609a3734\", \"ad59a358-395c-4b6c-84fb-a6242fed019e\", \"8f4302af-eeca-42fd-a954-7830133ec795\"], \"total_duration\": 1305.0, \"total_sessions\": 4, \"mean_week_duration\": 11.348}, \"49672\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-15 00:35:25.000000+00:00\", \"2021-06-30 11:52:52.000000+00:00\"], \"session_ids\": [\"c798e8b1-d267-4f89-a049-1b76466245d7\", \"f6b59e85-5bc8-49c6-a476-6e43c0032fe9\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.617}, \"81002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-02-04 10:30:04.000000+00:00\", \"2020-09-14 08:21:11.000000+00:00\", \"2020-06-25 09:49:56.000000+00:00\", \"2020-03-18 18:21:58.000000+00:00\", \"2020-05-21 16:48:30.000000+00:00\"], \"session_ids\": [\"41645d71-38ad-4e66-a4b8-bcf5197e4e4b\", \"8bee7ee2-2ca0-4c4c-9feb-104a6148bbea\", \"c0993b92-e306-47f1-be19-e7726b3f9cf7\", \"acb45f1c-576c-40bd-b9b0-83045294bac4\", \"5f25cd84-b8fe-4bc8-881f-044b281cfa11\"], \"total_duration\": 258.0, \"total_sessions\": 5, \"mean_week_duration\": 2.606}, \"12897\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-03-16 05:50:40.000000+00:00\", \"2023-02-07 16:11:11.000000+00:00\", \"2019-08-19 05:16:15.000000+00:00\", \"2020-06-07 21:23:09.000000+00:00\", \"2019-02-21 20:18:30.000000+00:00\"], \"session_ids\": [\"9e79e6e9-7b47-431d-aa96-c021e9d800b4\", \"ece12aa7-7839-4828-b5b8-b3ecd0e85168\", \"9b9873b5-fa41-4022-9de6-bc64f1d95757\", \"e79853c8-c04c-4d2b-95ff-54682220f378\", \"b1bd5ab1-b89c-4d66-b4ad-64958ad79e4b\"], \"total_duration\": 3405.0, \"total_sessions\": 5, \"mean_week_duration\": 16.061}, \"47387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-21 05:04:43.000000+00:00\", \"2021-12-07 09:34:17.000000+00:00\", \"2020-05-10 23:29:38.000000+00:00\"], \"session_ids\": [\"54ac678e-c832-43c6-82a4-f6ef2131adb6\", \"8155fc4e-5823-47e8-81e4-4ec5c84e2f37\", \"71fff5fa-1a36-4e76-ba9f-2d9e41c277ed\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 6.252}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 2014 and are equal or greater than 2552"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[2014, 2552]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-30 04:56:34.000000+00:00\", \"2021-01-24 15:28:44.000000+00:00\"], \"session_ids\": [\"3be05728-d8c6-4a2f-a196-f0f3bbfe25b2\", \"7d317b6b-9db6-4e39-9c48-d785806da7b3\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 1.959}, \"28294\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-19 13:52:24.000000+00:00\", \"2020-07-13 07:11:28.000000+00:00\", \"2020-01-12 02:58:28.000000+00:00\"], \"session_ids\": [\"881bc21c-90cb-4c4a-b20f-3ee98114a37a\", \"910b5943-6283-49c9-b2a4-6eb784d970bd\", \"464289c7-10a6-4088-853d-c7324944d370\"], \"total_duration\": 433.0, \"total_sessions\": 3, \"mean_week_duration\": 6.463}, \"45329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-18 23:34:13.000000+00:00\", \"2023-04-20 02:34:14.000000+00:00\", \"2019-04-02 06:04:51.000000+00:00\", \"2021-08-23 15:35:19.000000+00:00\", \"2019-01-12 09:40:50.000000+00:00\"], \"session_ids\": [\"476cfd26-12b6-459b-bb06-8dc225091758\", \"71eac470-a9f0-4948-bd44-3c90615fda7f\", \"0247a9dd-53fb-4311-966b-c8ce31c16da6\", \"7cfa132b-b6c2-4bd9-82c4-badd14d95527\", \"29a99c30-f4b6-4484-9c03-ae7571534e69\"], \"total_duration\": 226.0, \"total_sessions\": 5, \"mean_week_duration\": 1.013}, \"1382\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-17 22:43:08.000000+00:00\", \"2021-09-05 19:48:07.000000+00:00\", \"2022-04-22 23:59:06.000000+00:00\"], \"session_ids\": [\"e37921ed-5fe2-4afe-9032-0089d5fa3c51\", \"ec254c25-c150-4751-af1b-0aeac84b0a16\", \"6948fd42-28d6-430c-ac50-cf7c401a2ae7\"], \"total_duration\": 275.0, \"total_sessions\": 3, \"mean_week_duration\": 8.333}, \"23068\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-12-23 17:48:21.000000+00:00\", \"2019-06-14 20:27:31.000000+00:00\", \"2022-07-17 02:36:59.000000+00:00\", \"2022-07-02 08:53:05.000000+00:00\"], \"session_ids\": [\"7b1a61e6-cfdb-4b62-9b4e-d2f08600b946\", \"8786e8cc-e877-48ee-a96b-d4b4b7f96ffd\", \"5a6a96b5-b859-43b5-ae82-5fda989a831e\", \"cdb302b4-91e4-4994-a08c-658c6f760e6f\"], \"total_duration\": 113.0, \"total_sessions\": 4, \"mean_week_duration\": 0.614}, \"74985\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-22 20:23:24.000000+00:00\", \"2021-12-30 12:43:20.000000+00:00\", \"2020-02-16 15:04:00.000000+00:00\", \"2022-04-05 10:02:48.000000+00:00\"], \"session_ids\": [\"342a981e-5056-4dfa-8434-50a95958e4e1\", \"b5e51cb1-e87d-4e3f-90dc-ac9c609a3734\", \"ad59a358-395c-4b6c-84fb-a6242fed019e\", \"8f4302af-eeca-42fd-a954-7830133ec795\"], \"total_duration\": 1305.0, \"total_sessions\": 4, \"mean_week_duration\": 11.348}, \"49672\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-15 00:35:25.000000+00:00\", \"2021-06-30 11:52:52.000000+00:00\"], \"session_ids\": [\"c798e8b1-d267-4f89-a049-1b76466245d7\", \"f6b59e85-5bc8-49c6-a476-6e43c0032fe9\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.617}, \"81002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-02-04 10:30:04.000000+00:00\", \"2020-09-14 08:21:11.000000+00:00\", \"2020-06-25 09:49:56.000000+00:00\", \"2020-03-18 18:21:58.000000+00:00\", \"2020-05-21 16:48:30.000000+00:00\"], \"session_ids\": [\"41645d71-38ad-4e66-a4b8-bcf5197e4e4b\", \"8bee7ee2-2ca0-4c4c-9feb-104a6148bbea\", \"c0993b92-e306-47f1-be19-e7726b3f9cf7\", \"acb45f1c-576c-40bd-b9b0-83045294bac4\", \"5f25cd84-b8fe-4bc8-881f-044b281cfa11\"], \"total_duration\": 258.0, \"total_sessions\": 5, \"mean_week_duration\": 2.606}, \"47387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-21 05:04:43.000000+00:00\", \"2021-12-07 09:34:17.000000+00:00\", \"2020-05-10 23:29:38.000000+00:00\"], \"session_ids\": [\"54ac678e-c832-43c6-82a4-f6ef2131adb6\", \"8155fc4e-5823-47e8-81e4-4ec5c84e2f37\", \"71fff5fa-1a36-4e76-ba9f-2d9e41c277ed\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 6.252}, \"12897\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-03-16 05:50:40.000000+00:00\", \"2023-02-07 16:11:11.000000+00:00\", \"2019-08-19 05:16:15.000000+00:00\", \"2020-06-07 21:23:09.000000+00:00\", \"2019-02-21 20:18:30.000000+00:00\"], \"session_ids\": [\"9e79e6e9-7b47-431d-aa96-c021e9d800b4\", \"ece12aa7-7839-4828-b5b8-b3ecd0e85168\", \"9b9873b5-fa41-4022-9de6-bc64f1d95757\", \"e79853c8-c04c-4d2b-95ff-54682220f378\", \"b1bd5ab1-b89c-4d66-b4ad-64958ad79e4b\"], \"total_duration\": 3405.0, \"total_sessions\": 5, \"mean_week_duration\": 16.061}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-30 04:56:34.000000+00:00\", \"2021-01-24 15:28:44.000000+00:00\"], \"session_ids\": [\"3be05728-d8c6-4a2f-a196-f0f3bbfe25b2\", \"7d317b6b-9db6-4e39-9c48-d785806da7b3\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 1.959}}, {\"28294\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-19 13:52:24.000000+00:00\", \"2020-07-13 07:11:28.000000+00:00\", \"2020-01-12 02:58:28.000000+00:00\"], \"session_ids\": [\"881bc21c-90cb-4c4a-b20f-3ee98114a37a\", \"910b5943-6283-49c9-b2a4-6eb784d970bd\", \"464289c7-10a6-4088-853d-c7324944d370\"], \"total_duration\": 433.0, \"total_sessions\": 3, \"mean_week_duration\": 6.463}}, {\"1382\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-17 22:43:08.000000+00:00\", \"2021-09-05 19:48:07.000000+00:00\", \"2022-04-22 23:59:06.000000+00:00\"], \"session_ids\": [\"e37921ed-5fe2-4afe-9032-0089d5fa3c51\", \"ec254c25-c150-4751-af1b-0aeac84b0a16\", \"6948fd42-28d6-430c-ac50-cf7c401a2ae7\"], \"total_duration\": 275.0, \"total_sessions\": 3, \"mean_week_duration\": 8.333}}, {\"23068\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-12-23 17:48:21.000000+00:00\", \"2019-06-14 20:27:31.000000+00:00\", \"2022-07-17 02:36:59.000000+00:00\", \"2022-07-02 08:53:05.000000+00:00\"], \"session_ids\": [\"7b1a61e6-cfdb-4b62-9b4e-d2f08600b946\", \"8786e8cc-e877-48ee-a96b-d4b4b7f96ffd\", \"5a6a96b5-b859-43b5-ae82-5fda989a831e\", \"cdb302b4-91e4-4994-a08c-658c6f760e6f\"], \"total_duration\": 113.0, \"total_sessions\": 4, \"mean_week_duration\": 0.614}}, {\"47387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-21 05:04:43.000000+00:00\", \"2021-12-07 09:34:17.000000+00:00\", \"2020-05-10 23:29:38.000000+00:00\"], \"session_ids\": [\"54ac678e-c832-43c6-82a4-f6ef2131adb6\", \"8155fc4e-5823-47e8-81e4-4ec5c84e2f37\", \"71fff5fa-1a36-4e76-ba9f-2d9e41c277ed\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 6.252}}, {\"45329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-18 23:34:13.000000+00:00\", \"2023-04-20 02:34:14.000000+00:00\", \"2019-04-02 06:04:51.000000+00:00\", \"2021-08-23 15:35:19.000000+00:00\", \"2019-01-12 09:40:50.000000+00:00\"], \"session_ids\": [\"476cfd26-12b6-459b-bb06-8dc225091758\", \"71eac470-a9f0-4948-bd44-3c90615fda7f\", \"0247a9dd-53fb-4311-966b-c8ce31c16da6\", \"7cfa132b-b6c2-4bd9-82c4-badd14d95527\", \"29a99c30-f4b6-4484-9c03-ae7571534e69\"], \"total_duration\": 226.0, \"total_sessions\": 5, \"mean_week_duration\": 1.013}}, {\"81002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-02-04 10:30:04.000000+00:00\", \"2020-09-14 08:21:11.000000+00:00\", \"2020-06-25 09:49:56.000000+00:00\", \"2020-03-18 18:21:58.000000+00:00\", \"2020-05-21 16:48:30.000000+00:00\"], \"session_ids\": [\"41645d71-38ad-4e66-a4b8-bcf5197e4e4b\", \"8bee7ee2-2ca0-4c4c-9feb-104a6148bbea\", \"c0993b92-e306-47f1-be19-e7726b3f9cf7\", \"acb45f1c-576c-40bd-b9b0-83045294bac4\", \"5f25cd84-b8fe-4bc8-881f-044b281cfa11\"], \"total_duration\": 258.0, \"total_sessions\": 5, \"mean_week_duration\": 2.606}}, {\"74985\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-22 20:23:24.000000+00:00\", \"2021-12-30 12:43:20.000000+00:00\", \"2020-02-16 15:04:00.000000+00:00\", \"2022-04-05 10:02:48.000000+00:00\"], \"session_ids\": [\"342a981e-5056-4dfa-8434-50a95958e4e1\", \"b5e51cb1-e87d-4e3f-90dc-ac9c609a3734\", \"ad59a358-395c-4b6c-84fb-a6242fed019e\", \"8f4302af-eeca-42fd-a954-7830133ec795\"], \"total_duration\": 1305.0, \"total_sessions\": 4, \"mean_week_duration\": 11.348}}, {\"49672\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-15 00:35:25.000000+00:00\", \"2021-06-30 11:52:52.000000+00:00\"], \"session_ids\": [\"c798e8b1-d267-4f89-a049-1b76466245d7\", \"f6b59e85-5bc8-49c6-a476-6e43c0032fe9\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.617}}, {\"12897\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-03-16 05:50:40.000000+00:00\", \"2023-02-07 16:11:11.000000+00:00\", \"2019-08-19 05:16:15.000000+00:00\", \"2020-06-07 21:23:09.000000+00:00\", \"2019-02-21 20:18:30.000000+00:00\"], \"session_ids\": [\"9e79e6e9-7b47-431d-aa96-c021e9d800b4\", \"ece12aa7-7839-4828-b5b8-b3ecd0e85168\", \"9b9873b5-fa41-4022-9de6-bc64f1d95757\", \"e79853c8-c04c-4d2b-95ff-54682220f378\", \"b1bd5ab1-b89c-4d66-b4ad-64958ad79e4b\"], \"total_duration\": 3405.0, \"total_sessions\": 5, \"mean_week_duration\": 16.061}}]\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[{\"88052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-30 04:56:34.000000+00:00\", \"2021-01-24 15:28:44.000000+00:00\"], \"session_ids\": [\"3be05728-d8c6-4a2f-a196-f0f3bbfe25b2\", \"7d317b6b-9db6-4e39-9c48-d785806da7b3\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 1.959}}]\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[{\"88052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-30 04:56:34.000000+00:00\", \"2021-01-24 15:28:44.000000+00:00\"], \"session_ids\": [\"3be05728-d8c6-4a2f-a196-f0f3bbfe25b2\", \"7d317b6b-9db6-4e39-9c48-d785806da7b3\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 1.959}}]\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 who is user with highest sessions summation plus perform sorting by average week duration 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{\"80501\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-12 23:55:50.000000+00:00\", \"2020-12-29 19:09:56.000000+00:00\", \"2022-10-27 03:15:34.000000+00:00\", \"2022-03-22 14:20:20.000000+00:00\"], \"session_ids\": [\"39854a50-5414-44b1-84de-751a50ed16d4\", \"1808e57e-3766-4a4d-9e99-46de8d545145\", \"9b036e89-89a2-4ad6-852f-485b6a616e11\", \"14f623df-9491-438a-9718-eef890f79096\"], \"total_duration\": 52.0, \"total_sessions\": 4, \"mean_week_duration\": 0.542}, \"45928\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-26 15:31:42.000000+00:00\", \"2020-02-05 06:17:07.000000+00:00\", \"2019-12-23 06:42:42.000000+00:00\", \"2021-11-30 16:13:16.000000+00:00\"], \"session_ids\": [\"07e0f303-b68c-432d-bb0a-c4252df1647c\", \"6534e344-204f-44dd-8fb7-7519096c03a8\", \"7c7685f2-2652-415f-9c62-5e754d8e0a65\", \"c5650f3c-7cc9-44dd-aa05-cdea4e8376c0\"], \"total_duration\": 162.0, \"total_sessions\": 4, \"mean_week_duration\": 1.373}, \"16785\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-15 03:30:38.000000+00:00\", \"2019-05-27 08:18:20.000000+00:00\", \"2023-04-03 09:13:11.000000+00:00\", \"2023-03-27 04:08:11.000000+00:00\"], \"session_ids\": [\"da60fe55-967c-422a-aa45-62958d6202ae\", \"72ffe319-9873-4759-b61a-1427ca8519d1\", \"0eb9b4ff-1ec7-487b-9825-b35b59b81ba5\", \"3bbc1b8c-97c1-411b-ac7a-57e721abf5a5\"], \"total_duration\": 919.0, \"total_sessions\": 4, \"mean_week_duration\": 4.572}, \"56107\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-05 13:25:42.000000+00:00\", \"2023-01-23 19:56:42.000000+00:00\", \"2022-09-11 19:26:16.000000+00:00\", \"2020-08-12 01:08:55.000000+00:00\", \"2023-02-07 04:25:59.000000+00:00\"], \"session_ids\": [\"8615d4f7-1bbf-41fc-b468-649028765667\", \"dc07d570-1a43-4fdf-9437-8773ca411dc7\", \"ee579e61-c74d-474f-8ab6-e34e5cae5c20\", \"88932562-e6b2-4415-8314-30374870be54\", \"bc95d57f-082d-4459-99ec-98a2177f21c6\"], \"total_duration\": 2624.0, \"total_sessions\": 5, \"mean_week_duration\": 12.8}, \"81989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-06 00:31:11.000000+00:00\", \"2020-01-01 16:14:27.000000+00:00\", \"2020-01-06 07:38:00.000000+00:00\", \"2019-11-07 01:19:47.000000+00:00\", \"2020-07-11 10:55:56.000000+00:00\", \"2019-05-15 03:53:44.000000+00:00\", \"2022-10-12 09:44:47.000000+00:00\"], \"session_ids\": [\"74c4f3f5-1fe5-4df1-9942-bf347620c7af\", \"b03090bf-8b7f-49b8-b2b7-8cb6b3aa9426\", \"2a15f4c3-a6a0-4b91-8eca-3aaf035e430d\", \"d4aec4b8-38b0-440e-83bc-501559e31658\", \"cbc62f29-cd93-4f3f-87d7-0a56a28d7f2d\", \"38f26806-03b8-4b16-b5d3-3f36aabdbd18\", \"6f1a7514-e245-4060-bb9b-2dd9bc5f9179\"], \"total_duration\": 708.0, \"total_sessions\": 7, \"mean_week_duration\": 3.978}, \"36647\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-19 10:49:22.000000+00:00\", \"2019-05-20 22:24:58.000000+00:00\"], \"session_ids\": [\"fa0864c3-2120-4fa4-8115-1d81cfb24313\", \"b03261a5-85a1-4bfc-a1c6-cd5a96f578a1\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 35.556}, \"55651\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-03 08:48:12.000000+00:00\", \"2022-01-06 04:30:22.000000+00:00\", \"2019-10-27 06:48:19.000000+00:00\", \"2021-07-27 11:53:40.000000+00:00\", \"2020-06-10 20:17:51.000000+00:00\", \"2023-05-26 06:15:01.000000+00:00\"], \"session_ids\": [\"487afac9-dbb6-44e7-a6f3-db5224a062d7\", \"24e5eb58-5a6c-4047-973e-b08fe889d0de\", \"b6321c0d-9b4b-4995-b59d-5023b827c67c\", \"81055833-3cf3-4735-99b0-d46d66a3a0ac\", \"3605ecfa-7f25-47c4-9677-0717d4701b03\", \"54ee8000-42fd-41b4-bafc-73740a05e0f1\"], \"total_duration\": 2097.0, \"total_sessions\": 6, \"mean_week_duration\": 9.157}, \"99217\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-10 08:00:46.000000+00:00\", \"2020-06-06 23:00:36.000000+00:00\", \"2019-03-19 12:36:55.000000+00:00\", \"2021-03-04 02:16:22.000000+00:00\", \"2023-04-09 11:06:53.000000+00:00\"], \"session_ids\": [\"e96c07d8-99ce-4645-b2c8-fbff604e07c4\", \"897c2fb5-7c6c-477f-9518-28241f3ed054\", \"f8490217-6ab5-4d54-99c9-0e513ac38f3e\", \"bf5d1f66-4a72-4635-a3ea-813828e77674\", \"bfa94a41-61a8-46ed-9d79-be726e6d9970\"], \"total_duration\": 2481.0, \"total_sessions\": 5, \"mean_week_duration\": 11.703}, \"58392\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-23 23:33:11.000000+00:00\", \"2022-05-30 06:44:25.000000+00:00\", \"2023-06-25 12:55:49.000000+00:00\", \"2023-05-18 05:32:06.000000+00:00\", \"2022-05-12 05:21:18.000000+00:00\"], \"session_ids\": [\"fb3ae137-90b6-49cb-9750-98154ed5b79d\", \"ea7f6441-d9c0-46b0-82e8-83e9e1a32e04\", \"3ac90ece-5b4f-44fd-a261-8898bf179cf4\", \"e7bca255-c332-4995-8146-0b38e8eb5c39\", \"54ff2c4d-3e3d-4d94-8b8f-b39973797ee7\"], \"total_duration\": 2687.0, \"total_sessions\": 5, \"mean_week_duration\": 12.556}, \"81921\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-12-21 12:30:35.000000+00:00\", \"2023-06-06 00:45:05.000000+00:00\", \"2021-10-09 03:42:56.000000+00:00\", \"2020-01-05 09:03:44.000000+00:00\", \"2019-05-24 18:06:16.000000+00:00\", \"2019-08-03 11:14:35.000000+00:00\", \"2022-04-10 18:39:29.000000+00:00\"], \"session_ids\": [\"a29d7307-8d3c-4bc7-b1f9-0f4ee8eb2047\", \"4711b94c-69ee-4ed1-b132-725eeb70da63\", \"b6b96109-6e86-4ce5-aad5-b450c7938fcf\", \"76fa2f49-10e1-4875-9029-3ab2a1b9e9ba\", \"43fa3613-6dfb-472d-90ab-95e34123e0a7\", \"0ba18ae5-f544-4290-bec3-c5d8d84b9ab5\", \"880ba8b3-f125-44d4-9d88-8d58a69775a8\"], \"total_duration\": 517.0, \"total_sessions\": 7, \"mean_week_duration\": 2.45}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 1 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-06 00:31:11.000000+00:00\", \"2020-01-01 16:14:27.000000+00:00\", \"2020-01-06 07:38:00.000000+00:00\", \"2019-11-07 01:19:47.000000+00:00\", \"2020-07-11 10:55:56.000000+00:00\", \"2019-05-15 03:53:44.000000+00:00\", \"2022-10-12 09:44:47.000000+00:00\"], \"session_ids\": [\"74c4f3f5-1fe5-4df1-9942-bf347620c7af\", \"b03090bf-8b7f-49b8-b2b7-8cb6b3aa9426\", \"2a15f4c3-a6a0-4b91-8eca-3aaf035e430d\", \"d4aec4b8-38b0-440e-83bc-501559e31658\", \"cbc62f29-cd93-4f3f-87d7-0a56a28d7f2d\", \"38f26806-03b8-4b16-b5d3-3f36aabdbd18\", \"6f1a7514-e245-4060-bb9b-2dd9bc5f9179\"], \"total_duration\": 708.0, \"total_sessions\": 7, \"mean_week_duration\": 3.978}}, {\"81921\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-12-21 12:30:35.000000+00:00\", \"2023-06-06 00:45:05.000000+00:00\", \"2021-10-09 03:42:56.000000+00:00\", \"2020-01-05 09:03:44.000000+00:00\", \"2019-05-24 18:06:16.000000+00:00\", \"2019-08-03 11:14:35.000000+00:00\", \"2022-04-10 18:39:29.000000+00:00\"], \"session_ids\": [\"a29d7307-8d3c-4bc7-b1f9-0f4ee8eb2047\", \"4711b94c-69ee-4ed1-b132-725eeb70da63\", \"b6b96109-6e86-4ce5-aad5-b450c7938fcf\", \"76fa2f49-10e1-4875-9029-3ab2a1b9e9ba\", \"43fa3613-6dfb-472d-90ab-95e34123e0a7\", \"0ba18ae5-f544-4290-bec3-c5d8d84b9ab5\", \"880ba8b3-f125-44d4-9d88-8d58a69775a8\"], \"total_duration\": 517.0, \"total_sessions\": 7, \"mean_week_duration\": 2.45}}, {\"55651\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-03 08:48:12.000000+00:00\", \"2022-01-06 04:30:22.000000+00:00\", \"2019-10-27 06:48:19.000000+00:00\", \"2021-07-27 11:53:40.000000+00:00\", \"2020-06-10 20:17:51.000000+00:00\", \"2023-05-26 06:15:01.000000+00:00\"], \"session_ids\": [\"487afac9-dbb6-44e7-a6f3-db5224a062d7\", \"24e5eb58-5a6c-4047-973e-b08fe889d0de\", \"b6321c0d-9b4b-4995-b59d-5023b827c67c\", \"81055833-3cf3-4735-99b0-d46d66a3a0ac\", \"3605ecfa-7f25-47c4-9677-0717d4701b03\", \"54ee8000-42fd-41b4-bafc-73740a05e0f1\"], \"total_duration\": 2097.0, \"total_sessions\": 6, \"mean_week_duration\": 9.157}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55651\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-03 08:48:12.000000+00:00\", \"2022-01-06 04:30:22.000000+00:00\", \"2019-10-27 06:48:19.000000+00:00\", \"2021-07-27 11:53:40.000000+00:00\", \"2020-06-10 20:17:51.000000+00:00\", \"2023-05-26 06:15:01.000000+00:00\"], \"session_ids\": [\"487afac9-dbb6-44e7-a6f3-db5224a062d7\", \"24e5eb58-5a6c-4047-973e-b08fe889d0de\", \"b6321c0d-9b4b-4995-b59d-5023b827c67c\", \"81055833-3cf3-4735-99b0-d46d66a3a0ac\", \"3605ecfa-7f25-47c4-9677-0717d4701b03\", \"54ee8000-42fd-41b4-bafc-73740a05e0f1\"], \"total_duration\": 2097.0, \"total_sessions\": 6, \"mean_week_duration\": 9.157}}, {\"81989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-06 00:31:11.000000+00:00\", \"2020-01-01 16:14:27.000000+00:00\", \"2020-01-06 07:38:00.000000+00:00\", \"2019-11-07 01:19:47.000000+00:00\", \"2020-07-11 10:55:56.000000+00:00\", \"2019-05-15 03:53:44.000000+00:00\", \"2022-10-12 09:44:47.000000+00:00\"], \"session_ids\": [\"74c4f3f5-1fe5-4df1-9942-bf347620c7af\", \"b03090bf-8b7f-49b8-b2b7-8cb6b3aa9426\", \"2a15f4c3-a6a0-4b91-8eca-3aaf035e430d\", \"d4aec4b8-38b0-440e-83bc-501559e31658\", \"cbc62f29-cd93-4f3f-87d7-0a56a28d7f2d\", \"38f26806-03b8-4b16-b5d3-3f36aabdbd18\", \"6f1a7514-e245-4060-bb9b-2dd9bc5f9179\"], \"total_duration\": 708.0, \"total_sessions\": 7, \"mean_week_duration\": 3.978}}, {\"81921\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-12-21 12:30:35.000000+00:00\", \"2023-06-06 00:45:05.000000+00:00\", \"2021-10-09 03:42:56.000000+00:00\", \"2020-01-05 09:03:44.000000+00:00\", \"2019-05-24 18:06:16.000000+00:00\", \"2019-08-03 11:14:35.000000+00:00\", \"2022-04-10 18:39:29.000000+00:00\"], \"session_ids\": [\"a29d7307-8d3c-4bc7-b1f9-0f4ee8eb2047\", \"4711b94c-69ee-4ed1-b132-725eeb70da63\", \"b6b96109-6e86-4ce5-aad5-b450c7938fcf\", \"76fa2f49-10e1-4875-9029-3ab2a1b9e9ba\", \"43fa3613-6dfb-472d-90ab-95e34123e0a7\", \"0ba18ae5-f544-4290-bec3-c5d8d84b9ab5\", \"880ba8b3-f125-44d4-9d88-8d58a69775a8\"], \"total_duration\": 517.0, \"total_sessions\": 7, \"mean_week_duration\": 2.45}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55651\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-03 08:48:12.000000+00:00\", \"2022-01-06 04:30:22.000000+00:00\", \"2019-10-27 06:48:19.000000+00:00\", \"2021-07-27 11:53:40.000000+00:00\", \"2020-06-10 20:17:51.000000+00:00\", \"2023-05-26 06:15:01.000000+00:00\"], \"session_ids\": [\"487afac9-dbb6-44e7-a6f3-db5224a062d7\", \"24e5eb58-5a6c-4047-973e-b08fe889d0de\", \"b6321c0d-9b4b-4995-b59d-5023b827c67c\", \"81055833-3cf3-4735-99b0-d46d66a3a0ac\", \"3605ecfa-7f25-47c4-9677-0717d4701b03\", \"54ee8000-42fd-41b4-bafc-73740a05e0f1\"], \"total_duration\": 2097.0, \"total_sessions\": 6, \"mean_week_duration\": 9.157}}]\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[{\"55651\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-03 08:48:12.000000+00:00\", \"2022-01-06 04:30:22.000000+00:00\", \"2019-10-27 06:48:19.000000+00:00\", \"2021-07-27 11:53:40.000000+00:00\", \"2020-06-10 20:17:51.000000+00:00\", \"2023-05-26 06:15:01.000000+00:00\"], \"session_ids\": [\"487afac9-dbb6-44e7-a6f3-db5224a062d7\", \"24e5eb58-5a6c-4047-973e-b08fe889d0de\", \"b6321c0d-9b4b-4995-b59d-5023b827c67c\", \"81055833-3cf3-4735-99b0-d46d66a3a0ac\", \"3605ecfa-7f25-47c4-9677-0717d4701b03\", \"54ee8000-42fd-41b4-bafc-73740a05e0f1\"], \"total_duration\": 2097.0, \"total_sessions\": 6, \"mean_week_duration\": 9.157}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding user whose number of sessions is smaller than 5 (not including) plus perform sorting by time spent on the site per week in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-30 19:46:32.000000+00:00\", \"2020-08-10 13:11:41.000000+00:00\"], \"session_ids\": [\"8d051fca-7b57-43f5-8160-b467cddaf467\", \"94e615d9-223a-4a58-9453-2b806dc11cb4\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 2.431}, \"99635\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-29 09:12:10.000000+00:00\", \"2023-02-14 09:19:11.000000+00:00\"], \"session_ids\": [\"aa4c9a96-101a-40d0-8f4f-57e8d02ef3b6\", \"cf051b69-ef0a-492c-80f5-e35d0a77b05f\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.39}, \"72773\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-24 07:31:01.000000+00:00\", \"2019-04-13 17:35:15.000000+00:00\", \"2021-01-20 09:18:46.000000+00:00\"], \"session_ids\": [\"b6fdb880-47c9-4c5f-b1b1-efee926d5df8\", \"719cc32e-c830-403b-b4df-3ff97fb7c59a\", \"140fa7f3-be9c-46d5-b951-3255917d8e89\"], \"total_duration\": 472.0, \"total_sessions\": 3, \"mean_week_duration\": 3.348}, \"4171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-05-12 13:31:14.000000+00:00\", \"2019-05-24 23:58:47.000000+00:00\", \"2019-01-15 21:17:43.000000+00:00\"], \"session_ids\": [\"580bf83a-4c77-4401-83bb-1bafd4e28148\", \"bf6e6aac-50b7-4be0-b936-ee2816ee6ad8\", \"8db5fd2d-9091-4b07-9e1b-d95028cbff0c\"], \"total_duration\": 1086.0, \"total_sessions\": 3, \"mean_week_duration\": 57.158}, \"15447\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-24 00:28:59.000000+00:00\", \"2022-06-24 20:30:32.000000+00:00\"], \"session_ids\": [\"52258c3f-1b46-4126-97ca-6990a6559ca1\", \"285509cf-a516-4ca1-ae0a-875f5c8e213c\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.62}, \"78337\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-12 14:31:42.000000+00:00\", \"2021-03-11 04:21:16.000000+00:00\", \"2019-01-15 22:06:14.000000+00:00\", \"2022-01-09 03:17:42.000000+00:00\"], \"session_ids\": [\"ec20774e-760e-4696-aa47-e0a8a6636512\", \"a489abe4-6850-4171-86db-5a9d9eb5d9cb\", \"f25c22e0-a254-460b-b50d-725134bd5a5d\", \"ab3c6a1a-5107-49af-979c-e933e37dea98\"], \"total_duration\": 439.0, \"total_sessions\": 4, \"mean_week_duration\": 2.814}, \"60834\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-10 00:02:14.000000+00:00\", \"2019-05-04 04:46:21.000000+00:00\"], \"session_ids\": [\"30b84a6b-debd-4143-a962-314b27ab7f83\", \"ebabdac8-09e8-4245-b363-3f7b1ccdcad7\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}, \"98341\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-18 19:41:59.000000+00:00\", \"2020-08-12 23:09:54.000000+00:00\"], \"session_ids\": [\"db4efd47-4c22-4a96-9184-dcffec83b25c\", \"26740d25-8b7d-49e0-9037-7f81c5f54e50\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}, \"78006\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-05-24 18:06:42.000000+00:00\", \"2021-09-28 12:53:15.000000+00:00\"], \"session_ids\": [\"4b081791-4b36-4df4-bae4-90b2e8581db5\", \"ad5b6e77-c8cb-4795-96a1-ed3a6b589f40\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 1.537}, \"57968\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-12-31 12:10:41.000000+00:00\", \"2022-01-13 14:58:25.000000+00:00\", \"2023-01-15 23:32:07.000000+00:00\"], \"session_ids\": [\"75abd718-6c2f-422d-8dd2-0e03553e7ae7\", \"92acec3b-ccff-4f86-815e-755a1fa9eca4\", \"1d3d8768-0efe-46bc-bf9e-04fd16b98b56\"], \"total_duration\": 205.0, \"total_sessions\": 3, \"mean_week_duration\": 3.868}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[5, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-30 19:46:32.000000+00:00\", \"2020-08-10 13:11:41.000000+00:00\"], \"session_ids\": [\"8d051fca-7b57-43f5-8160-b467cddaf467\", \"94e615d9-223a-4a58-9453-2b806dc11cb4\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 2.431}, \"99635\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-29 09:12:10.000000+00:00\", \"2023-02-14 09:19:11.000000+00:00\"], \"session_ids\": [\"aa4c9a96-101a-40d0-8f4f-57e8d02ef3b6\", \"cf051b69-ef0a-492c-80f5-e35d0a77b05f\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.39}, \"72773\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-24 07:31:01.000000+00:00\", \"2019-04-13 17:35:15.000000+00:00\", \"2021-01-20 09:18:46.000000+00:00\"], \"session_ids\": [\"b6fdb880-47c9-4c5f-b1b1-efee926d5df8\", \"719cc32e-c830-403b-b4df-3ff97fb7c59a\", \"140fa7f3-be9c-46d5-b951-3255917d8e89\"], \"total_duration\": 472.0, \"total_sessions\": 3, \"mean_week_duration\": 3.348}, \"4171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-05-12 13:31:14.000000+00:00\", \"2019-05-24 23:58:47.000000+00:00\", \"2019-01-15 21:17:43.000000+00:00\"], \"session_ids\": [\"580bf83a-4c77-4401-83bb-1bafd4e28148\", \"bf6e6aac-50b7-4be0-b936-ee2816ee6ad8\", \"8db5fd2d-9091-4b07-9e1b-d95028cbff0c\"], \"total_duration\": 1086.0, \"total_sessions\": 3, \"mean_week_duration\": 57.158}, \"15447\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-24 00:28:59.000000+00:00\", \"2022-06-24 20:30:32.000000+00:00\"], \"session_ids\": [\"52258c3f-1b46-4126-97ca-6990a6559ca1\", \"285509cf-a516-4ca1-ae0a-875f5c8e213c\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.62}, \"78337\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-12 14:31:42.000000+00:00\", \"2021-03-11 04:21:16.000000+00:00\", \"2019-01-15 22:06:14.000000+00:00\", \"2022-01-09 03:17:42.000000+00:00\"], \"session_ids\": [\"ec20774e-760e-4696-aa47-e0a8a6636512\", \"a489abe4-6850-4171-86db-5a9d9eb5d9cb\", \"f25c22e0-a254-460b-b50d-725134bd5a5d\", \"ab3c6a1a-5107-49af-979c-e933e37dea98\"], \"total_duration\": 439.0, \"total_sessions\": 4, \"mean_week_duration\": 2.814}, \"60834\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-10 00:02:14.000000+00:00\", \"2019-05-04 04:46:21.000000+00:00\"], \"session_ids\": [\"30b84a6b-debd-4143-a962-314b27ab7f83\", \"ebabdac8-09e8-4245-b363-3f7b1ccdcad7\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}, \"98341\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-18 19:41:59.000000+00:00\", \"2020-08-12 23:09:54.000000+00:00\"], \"session_ids\": [\"db4efd47-4c22-4a96-9184-dcffec83b25c\", \"26740d25-8b7d-49e0-9037-7f81c5f54e50\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}, \"78006\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-05-24 18:06:42.000000+00:00\", \"2021-09-28 12:53:15.000000+00:00\"], \"session_ids\": [\"4b081791-4b36-4df4-bae4-90b2e8581db5\", \"ad5b6e77-c8cb-4795-96a1-ed3a6b589f40\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 1.537}, \"57968\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-12-31 12:10:41.000000+00:00\", \"2022-01-13 14:58:25.000000+00:00\", \"2023-01-15 23:32:07.000000+00:00\"], \"session_ids\": [\"75abd718-6c2f-422d-8dd2-0e03553e7ae7\", \"92acec3b-ccff-4f86-815e-755a1fa9eca4\", \"1d3d8768-0efe-46bc-bf9e-04fd16b98b56\"], \"total_duration\": 205.0, \"total_sessions\": 3, \"mean_week_duration\": 3.868}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-05-12 13:31:14.000000+00:00\", \"2019-05-24 23:58:47.000000+00:00\", \"2019-01-15 21:17:43.000000+00:00\"], \"session_ids\": [\"580bf83a-4c77-4401-83bb-1bafd4e28148\", \"bf6e6aac-50b7-4be0-b936-ee2816ee6ad8\", \"8db5fd2d-9091-4b07-9e1b-d95028cbff0c\"], \"total_duration\": 1086.0, \"total_sessions\": 3, \"mean_week_duration\": 57.158}}, {\"57968\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-12-31 12:10:41.000000+00:00\", \"2022-01-13 14:58:25.000000+00:00\", \"2023-01-15 23:32:07.000000+00:00\"], \"session_ids\": [\"75abd718-6c2f-422d-8dd2-0e03553e7ae7\", \"92acec3b-ccff-4f86-815e-755a1fa9eca4\", \"1d3d8768-0efe-46bc-bf9e-04fd16b98b56\"], \"total_duration\": 205.0, \"total_sessions\": 3, \"mean_week_duration\": 3.868}}, {\"72773\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-24 07:31:01.000000+00:00\", \"2019-04-13 17:35:15.000000+00:00\", \"2021-01-20 09:18:46.000000+00:00\"], \"session_ids\": [\"b6fdb880-47c9-4c5f-b1b1-efee926d5df8\", \"719cc32e-c830-403b-b4df-3ff97fb7c59a\", \"140fa7f3-be9c-46d5-b951-3255917d8e89\"], \"total_duration\": 472.0, \"total_sessions\": 3, \"mean_week_duration\": 3.348}}, {\"78337\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-12 14:31:42.000000+00:00\", \"2021-03-11 04:21:16.000000+00:00\", \"2019-01-15 22:06:14.000000+00:00\", \"2022-01-09 03:17:42.000000+00:00\"], \"session_ids\": [\"ec20774e-760e-4696-aa47-e0a8a6636512\", \"a489abe4-6850-4171-86db-5a9d9eb5d9cb\", \"f25c22e0-a254-460b-b50d-725134bd5a5d\", \"ab3c6a1a-5107-49af-979c-e933e37dea98\"], \"total_duration\": 439.0, \"total_sessions\": 4, \"mean_week_duration\": 2.814}}, {\"98341\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-18 19:41:59.000000+00:00\", \"2020-08-12 23:09:54.000000+00:00\"], \"session_ids\": [\"db4efd47-4c22-4a96-9184-dcffec83b25c\", \"26740d25-8b7d-49e0-9037-7f81c5f54e50\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}}, {\"70542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-30 19:46:32.000000+00:00\", \"2020-08-10 13:11:41.000000+00:00\"], \"session_ids\": [\"8d051fca-7b57-43f5-8160-b467cddaf467\", \"94e615d9-223a-4a58-9453-2b806dc11cb4\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 2.431}}, {\"78006\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-05-24 18:06:42.000000+00:00\", \"2021-09-28 12:53:15.000000+00:00\"], \"session_ids\": [\"4b081791-4b36-4df4-bae4-90b2e8581db5\", \"ad5b6e77-c8cb-4795-96a1-ed3a6b589f40\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 1.537}}, {\"60834\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-10 00:02:14.000000+00:00\", \"2019-05-04 04:46:21.000000+00:00\"], \"session_ids\": [\"30b84a6b-debd-4143-a962-314b27ab7f83\", \"ebabdac8-09e8-4245-b363-3f7b1ccdcad7\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}}, {\"15447\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-24 00:28:59.000000+00:00\", \"2022-06-24 20:30:32.000000+00:00\"], \"session_ids\": [\"52258c3f-1b46-4126-97ca-6990a6559ca1\", \"285509cf-a516-4ca1-ae0a-875f5c8e213c\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.62}}, {\"99635\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-29 09:12:10.000000+00:00\", \"2023-02-14 09:19:11.000000+00:00\"], \"session_ids\": [\"aa4c9a96-101a-40d0-8f4f-57e8d02ef3b6\", \"cf051b69-ef0a-492c-80f5-e35d0a77b05f\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.39}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-05-12 13:31:14.000000+00:00\", \"2019-05-24 23:58:47.000000+00:00\", \"2019-01-15 21:17:43.000000+00:00\"], \"session_ids\": [\"580bf83a-4c77-4401-83bb-1bafd4e28148\", \"bf6e6aac-50b7-4be0-b936-ee2816ee6ad8\", \"8db5fd2d-9091-4b07-9e1b-d95028cbff0c\"], \"total_duration\": 1086.0, \"total_sessions\": 3, \"mean_week_duration\": 57.158}}]\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[{\"4171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-05-12 13:31:14.000000+00:00\", \"2019-05-24 23:58:47.000000+00:00\", \"2019-01-15 21:17:43.000000+00:00\"], \"session_ids\": [\"580bf83a-4c77-4401-83bb-1bafd4e28148\", \"bf6e6aac-50b7-4be0-b936-ee2816ee6ad8\", \"8db5fd2d-9091-4b07-9e1b-d95028cbff0c\"], \"total_duration\": 1086.0, \"total_sessions\": 3, \"mean_week_duration\": 57.158}}]\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 3 users who are users with highest overall duration of sessions per week + apply 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{\"6795\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-28 06:27:08.000000+00:00\", \"2022-06-02 02:46:11.000000+00:00\", \"2022-11-11 11:14:17.000000+00:00\", \"2022-09-27 15:06:46.000000+00:00\", \"2020-09-13 02:41:26.000000+00:00\"], \"session_ids\": [\"dd82f039-e74c-46a6-b2cc-5035d9945a77\", \"0912fb9a-ba4c-4342-8fab-f2ef8b70c70c\", \"b5ed58b7-d5a2-4cb9-ade5-731653e98f0d\", \"a9d0af48-77e4-43a8-b775-0d4b35fd72d4\", \"7dd0dfbd-8b32-4392-b836-609bccd45ca3\"], \"total_duration\": 1166.0, \"total_sessions\": 5, \"mean_week_duration\": 10.319}, \"93684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-21 08:21:53.000000+00:00\", \"2021-01-29 18:52:36.000000+00:00\", \"2022-07-21 04:02:04.000000+00:00\", \"2022-08-09 22:57:16.000000+00:00\", \"2019-03-11 12:38:43.000000+00:00\", \"2021-01-31 04:38:28.000000+00:00\", \"2021-12-18 20:45:13.000000+00:00\"], \"session_ids\": [\"9070fef3-b585-4f65-94e4-e7f8707518fd\", \"745a79f4-9961-4c7e-89bb-3cb19542946b\", \"3821ce14-185e-40b0-96df-2cb454d6b90b\", \"72073f0a-5db0-49e4-b681-8d82a396782f\", \"2104cbd2-1c54-41b6-ae84-8700dd7056a1\", \"558433f6-b237-4fcd-9e47-586a2c057e56\", \"236171fa-900b-4a87-bb67-458c686ca9bd\"], \"total_duration\": 7170.0, \"total_sessions\": 7, \"mean_week_duration\": 37.937}, \"46277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-05-21 17:23:39.000000+00:00\", \"2019-03-14 05:58:09.000000+00:00\", \"2022-02-11 17:57:02.000000+00:00\"], \"session_ids\": [\"b8c75e16-2c51-4b62-b479-9b2306bf1bbb\", \"c231db30-21f6-4c77-a229-4bfd31927c68\", \"4ed15c3b-56e3-4ba0-9e6c-a5fcc2bae163\"], \"total_duration\": 718.0, \"total_sessions\": 3, \"mean_week_duration\": 4.693}, \"44791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-02 09:19:07.000000+00:00\", \"2020-11-16 20:05:56.000000+00:00\"], \"session_ids\": [\"9c305ac6-d9b2-4ef3-891f-ec32eb24acd5\", \"b5be3dd6-931f-4978-95df-7efec29f5608\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 1.364}, \"52389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-23 13:22:55.000000+00:00\", \"2020-12-04 19:23:52.000000+00:00\"], \"session_ids\": [\"f102c0c6-a70f-4793-9b91-68bb3484d2ae\", \"fa2578a4-06fa-48db-ba96-d1abfe64cdce\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 2.491}, \"28112\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-22 00:43:45.000000+00:00\", \"2019-12-08 13:36:32.000000+00:00\"], \"session_ids\": [\"8e3297b0-7c2d-40c9-b944-b7590c857eec\", \"b8e14582-261c-439b-a0a6-fc2d04f9c68f\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.595}, \"54069\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-19 04:31:23.000000+00:00\", \"2019-05-07 20:22:01.000000+00:00\", \"2019-06-21 13:07:14.000000+00:00\"], \"session_ids\": [\"ec841ef3-bedf-461e-830b-d9bc09203da9\", \"c2dcc909-6979-419a-b13c-3ffd7f1e8c3b\", \"461a713a-2158-42d8-935c-2964c5b19a0e\"], \"total_duration\": 222.0, \"total_sessions\": 3, \"mean_week_duration\": 2.741}, \"19570\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-25 09:14:15.000000+00:00\", \"2019-07-17 13:03:19.000000+00:00\"], \"session_ids\": [\"9eb3945f-ec4b-4a89-af97-4029c2ee3d74\", \"4ec323bf-dd5b-4dd5-9cc0-9aba2f7bd2d4\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 18.76}, \"93731\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-09 13:14:36.000000+00:00\", \"2021-08-21 20:09:17.000000+00:00\"], \"session_ids\": [\"adc3407c-1a86-465e-a522-f63af99162b8\", \"bff25f50-a210-4c63-a674-f0978c7eb63b\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 2.2}, \"32268\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-23 03:18:58.000000+00:00\", \"2019-09-01 01:55:41.000000+00:00\"], \"session_ids\": [\"98f0ec44-12ac-405b-a889-48c40720f640\", \"211b466a-8fd2-4dea-8da5-5d7c62251cf9\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 1.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 3 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 3}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-21 08:21:53.000000+00:00\", \"2021-01-29 18:52:36.000000+00:00\", \"2022-07-21 04:02:04.000000+00:00\", \"2022-08-09 22:57:16.000000+00:00\", \"2019-03-11 12:38:43.000000+00:00\", \"2021-01-31 04:38:28.000000+00:00\", \"2021-12-18 20:45:13.000000+00:00\"], \"session_ids\": [\"9070fef3-b585-4f65-94e4-e7f8707518fd\", \"745a79f4-9961-4c7e-89bb-3cb19542946b\", \"3821ce14-185e-40b0-96df-2cb454d6b90b\", \"72073f0a-5db0-49e4-b681-8d82a396782f\", \"2104cbd2-1c54-41b6-ae84-8700dd7056a1\", \"558433f6-b237-4fcd-9e47-586a2c057e56\", \"236171fa-900b-4a87-bb67-458c686ca9bd\"], \"total_duration\": 7170.0, \"total_sessions\": 7, \"mean_week_duration\": 37.937}}, {\"19570\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-25 09:14:15.000000+00:00\", \"2019-07-17 13:03:19.000000+00:00\"], \"session_ids\": [\"9eb3945f-ec4b-4a89-af97-4029c2ee3d74\", \"4ec323bf-dd5b-4dd5-9cc0-9aba2f7bd2d4\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 18.76}}, {\"6795\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-28 06:27:08.000000+00:00\", \"2022-06-02 02:46:11.000000+00:00\", \"2022-11-11 11:14:17.000000+00:00\", \"2022-09-27 15:06:46.000000+00:00\", \"2020-09-13 02:41:26.000000+00:00\"], \"session_ids\": [\"dd82f039-e74c-46a6-b2cc-5035d9945a77\", \"0912fb9a-ba4c-4342-8fab-f2ef8b70c70c\", \"b5ed58b7-d5a2-4cb9-ade5-731653e98f0d\", \"a9d0af48-77e4-43a8-b775-0d4b35fd72d4\", \"7dd0dfbd-8b32-4392-b836-609bccd45ca3\"], \"total_duration\": 1166.0, \"total_sessions\": 5, \"mean_week_duration\": 10.319}}]\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[{\"93684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-21 08:21:53.000000+00:00\", \"2021-01-29 18:52:36.000000+00:00\", \"2022-07-21 04:02:04.000000+00:00\", \"2022-08-09 22:57:16.000000+00:00\", \"2019-03-11 12:38:43.000000+00:00\", \"2021-01-31 04:38:28.000000+00:00\", \"2021-12-18 20:45:13.000000+00:00\"], \"session_ids\": [\"9070fef3-b585-4f65-94e4-e7f8707518fd\", \"745a79f4-9961-4c7e-89bb-3cb19542946b\", \"3821ce14-185e-40b0-96df-2cb454d6b90b\", \"72073f0a-5db0-49e4-b681-8d82a396782f\", \"2104cbd2-1c54-41b6-ae84-8700dd7056a1\", \"558433f6-b237-4fcd-9e47-586a2c057e56\", \"236171fa-900b-4a87-bb67-458c686ca9bd\"], \"total_duration\": 7170.0, \"total_sessions\": 7, \"mean_week_duration\": 37.937}}, {\"6795\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-28 06:27:08.000000+00:00\", \"2022-06-02 02:46:11.000000+00:00\", \"2022-11-11 11:14:17.000000+00:00\", \"2022-09-27 15:06:46.000000+00:00\", \"2020-09-13 02:41:26.000000+00:00\"], \"session_ids\": [\"dd82f039-e74c-46a6-b2cc-5035d9945a77\", \"0912fb9a-ba4c-4342-8fab-f2ef8b70c70c\", \"b5ed58b7-d5a2-4cb9-ade5-731653e98f0d\", \"a9d0af48-77e4-43a8-b775-0d4b35fd72d4\", \"7dd0dfbd-8b32-4392-b836-609bccd45ca3\"], \"total_duration\": 1166.0, \"total_sessions\": 5, \"mean_week_duration\": 10.319}}, {\"19570\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-25 09:14:15.000000+00:00\", \"2019-07-17 13:03:19.000000+00:00\"], \"session_ids\": [\"9eb3945f-ec4b-4a89-af97-4029c2ee3d74\", \"4ec323bf-dd5b-4dd5-9cc0-9aba2f7bd2d4\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 18.76}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-21 08:21:53.000000+00:00\", \"2021-01-29 18:52:36.000000+00:00\", \"2022-07-21 04:02:04.000000+00:00\", \"2022-08-09 22:57:16.000000+00:00\", \"2019-03-11 12:38:43.000000+00:00\", \"2021-01-31 04:38:28.000000+00:00\", \"2021-12-18 20:45:13.000000+00:00\"], \"session_ids\": [\"9070fef3-b585-4f65-94e4-e7f8707518fd\", \"745a79f4-9961-4c7e-89bb-3cb19542946b\", \"3821ce14-185e-40b0-96df-2cb454d6b90b\", \"72073f0a-5db0-49e4-b681-8d82a396782f\", \"2104cbd2-1c54-41b6-ae84-8700dd7056a1\", \"558433f6-b237-4fcd-9e47-586a2c057e56\", \"236171fa-900b-4a87-bb67-458c686ca9bd\"], \"total_duration\": 7170.0, \"total_sessions\": 7, \"mean_week_duration\": 37.937}}, {\"6795\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-28 06:27:08.000000+00:00\", \"2022-06-02 02:46:11.000000+00:00\", \"2022-11-11 11:14:17.000000+00:00\", \"2022-09-27 15:06:46.000000+00:00\", \"2020-09-13 02:41:26.000000+00:00\"], \"session_ids\": [\"dd82f039-e74c-46a6-b2cc-5035d9945a77\", \"0912fb9a-ba4c-4342-8fab-f2ef8b70c70c\", \"b5ed58b7-d5a2-4cb9-ade5-731653e98f0d\", \"a9d0af48-77e4-43a8-b775-0d4b35fd72d4\", \"7dd0dfbd-8b32-4392-b836-609bccd45ca3\"], \"total_duration\": 1166.0, \"total_sessions\": 5, \"mean_week_duration\": 10.319}}, {\"19570\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-25 09:14:15.000000+00:00\", \"2019-07-17 13:03:19.000000+00:00\"], \"session_ids\": [\"9eb3945f-ec4b-4a89-af97-4029c2ee3d74\", \"4ec323bf-dd5b-4dd5-9cc0-9aba2f7bd2d4\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 18.76}}]\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[{\"93684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-21 08:21:53.000000+00:00\", \"2021-01-29 18:52:36.000000+00:00\", \"2022-07-21 04:02:04.000000+00:00\", \"2022-08-09 22:57:16.000000+00:00\", \"2019-03-11 12:38:43.000000+00:00\", \"2021-01-31 04:38:28.000000+00:00\", \"2021-12-18 20:45:13.000000+00:00\"], \"session_ids\": [\"9070fef3-b585-4f65-94e4-e7f8707518fd\", \"745a79f4-9961-4c7e-89bb-3cb19542946b\", \"3821ce14-185e-40b0-96df-2cb454d6b90b\", \"72073f0a-5db0-49e4-b681-8d82a396782f\", \"2104cbd2-1c54-41b6-ae84-8700dd7056a1\", \"558433f6-b237-4fcd-9e47-586a2c057e56\", \"236171fa-900b-4a87-bb67-458c686ca9bd\"], \"total_duration\": 7170.0, \"total_sessions\": 7, \"mean_week_duration\": 37.937}}, {\"6795\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-28 06:27:08.000000+00:00\", \"2022-06-02 02:46:11.000000+00:00\", \"2022-11-11 11:14:17.000000+00:00\", \"2022-09-27 15:06:46.000000+00:00\", \"2020-09-13 02:41:26.000000+00:00\"], \"session_ids\": [\"dd82f039-e74c-46a6-b2cc-5035d9945a77\", \"0912fb9a-ba4c-4342-8fab-f2ef8b70c70c\", \"b5ed58b7-d5a2-4cb9-ade5-731653e98f0d\", \"a9d0af48-77e4-43a8-b775-0d4b35fd72d4\", \"7dd0dfbd-8b32-4392-b836-609bccd45ca3\"], \"total_duration\": 1166.0, \"total_sessions\": 5, \"mean_week_duration\": 10.319}}, {\"19570\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-25 09:14:15.000000+00:00\", \"2019-07-17 13:03:19.000000+00:00\"], \"session_ids\": [\"9eb3945f-ec4b-4a89-af97-4029c2ee3d74\", \"4ec323bf-dd5b-4dd5-9cc0-9aba2f7bd2d4\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 18.76}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 4 users with a average_week_duration that is higher than 22 and lower than 31, exclusive 31 as well as sort by total duration in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-20 12:18:35.000000+00:00\", \"2022-04-14 06:16:44.000000+00:00\"], \"session_ids\": [\"9d9a9e10-bdc0-4602-81bf-441a66e353c7\", \"1fb70a66-7747-44b0-92e5-dd9c2787d264\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 1.207}, \"75005\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-01 20:08:44.000000+00:00\", \"2022-08-24 20:07:07.000000+00:00\", \"2019-09-03 05:22:23.000000+00:00\", \"2022-11-20 05:21:29.000000+00:00\", \"2021-09-29 14:42:31.000000+00:00\", \"2021-11-07 13:27:56.000000+00:00\", \"2019-05-30 05:51:19.000000+00:00\", \"2022-06-17 13:00:58.000000+00:00\", \"2023-03-21 10:55:48.000000+00:00\"], \"session_ids\": [\"24cb7559-1ca8-4a1f-98cf-dfe589be6a18\", \"8f71ad8c-50fa-4837-bbf0-dffd9aecb655\", \"a7b1def3-f26f-4567-a4e9-e1535f8eb9d1\", \"0994c05b-a100-4981-bb11-8807e2d91703\", \"1e482e7d-f536-4632-9e8a-0903de578ef9\", \"7408311f-cd32-4f2a-93e3-5ac274e12776\", \"17a5a48d-b476-477b-b8e9-a3728ebe864c\", \"450d5477-8dea-40b2-b49b-e68bf5e9f641\", \"c8bfaf6d-b77b-4f45-8937-8ea28891f0fb\"], \"total_duration\": 3599.0, \"total_sessions\": 9, \"mean_week_duration\": 18.085}, \"68842\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-07-30 13:33:00.000000+00:00\", \"2021-03-27 09:24:44.000000+00:00\"], \"session_ids\": [\"54c144e5-986e-444d-b9c3-cbd2891c20ba\", \"71c9f169-8f0d-4791-8d93-eff2bf1d0968\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 1.218}, \"55246\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-28 08:58:00.000000+00:00\", \"2020-07-15 20:36:15.000000+00:00\"], \"session_ids\": [\"3f25b7d5-1736-4dcd-b97f-231ae7e19d62\", \"7455dc92-dd79-4f39-95d9-17c0f12697cf\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.226}, \"6236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-10 02:55:16.000000+00:00\", \"2022-11-01 07:23:52.000000+00:00\", \"2020-11-11 20:40:52.000000+00:00\"], \"session_ids\": [\"f2fe6aef-8547-4fef-9c26-0e7f6846398c\", \"e80f63bb-12ee-42a3-a782-0f14f27c2a2a\", \"1b55d48f-cd8e-4f0f-9cc4-0cc0bb1f688e\"], \"total_duration\": 220.0, \"total_sessions\": 3, \"mean_week_duration\": 1.41}, \"28723\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-20 10:14:47.000000+00:00\", \"2022-01-18 16:29:25.000000+00:00\", \"2022-09-12 11:39:40.000000+00:00\"], \"session_ids\": [\"e11a1477-2f39-4fd3-a5d5-a7680f8c678b\", \"df830c0c-1034-4059-a219-40718cd3ab74\", \"92d9d315-78b2-4848-9ee4-c3c71248eb9a\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 0.794}, \"36553\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-07-19 10:17:56.000000+00:00\", \"2020-02-10 03:55:45.000000+00:00\"], \"session_ids\": [\"4e132904-69ce-480f-93fd-1415c547ced6\", \"fd321d97-9aae-4959-a854-a663ee6a2df8\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 9.233}, \"40713\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-16 18:25:01.000000+00:00\", \"2021-10-19 13:37:33.000000+00:00\", \"2020-07-02 09:12:01.000000+00:00\"], \"session_ids\": [\"353a2cf5-3181-43da-b00b-dea951d11c2e\", \"bc79092d-850d-4d69-8654-a15acb9471ac\", \"b69d3595-bd9f-4a86-8597-c05c7035efae\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.382}, \"22778\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-05-01 04:46:38.000000+00:00\", \"2023-01-11 07:06:44.000000+00:00\", \"2021-09-24 05:35:57.000000+00:00\"], \"session_ids\": [\"53c4c526-9c83-4edb-9265-b554fa1bba9e\", \"0bd783d5-b885-4f5d-8c90-afa9a1dce349\", \"85d7ef04-bf80-4e1e-9d5a-0460a5cc908b\"], \"total_duration\": 269.0, \"total_sessions\": 3, \"mean_week_duration\": 1.908}, \"24595\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-25 17:59:36.000000+00:00\", \"2019-11-20 19:20:32.000000+00:00\", \"2021-01-14 20:02:32.000000+00:00\", \"2019-08-05 11:55:22.000000+00:00\"], \"session_ids\": [\"d29aa0da-c081-41a0-bd1f-c82ff0a1b91b\", \"3ce47aa6-ec02-4d4f-979b-95d065ffb84e\", \"4629b071-45ce-4cac-b906-5a3e8975c2dd\", \"44547417-ad97-4ba7-9424-139f13bbc9f7\"], \"total_duration\": 1269.0, \"total_sessions\": 4, \"mean_week_duration\": 14.1}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 22 and are less than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[22, 31]]}}}\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 users whose site usage time is smaller than 4075 (not including) and bigger than 157 (not including) + execute sorting by app usage time per week form the lowest value to the highest value , 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{\"74660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-25 22:09:09.000000+00:00\", \"2019-03-07 00:52:58.000000+00:00\", \"2019-06-15 06:36:03.000000+00:00\", \"2021-01-08 10:57:19.000000+00:00\", \"2019-09-12 07:39:16.000000+00:00\", \"2020-09-15 13:49:27.000000+00:00\", \"2022-06-17 09:02:34.000000+00:00\"], \"session_ids\": [\"c4c29a16-ec0b-457b-bbe5-1156eb1f18e2\", \"94993b64-ec61-41ed-9142-4bdab7984e78\", \"f3b666ed-f53a-4a9c-a8ca-7ed11a98c7f8\", \"ce3f04db-a45f-45b8-b143-622f7f39444c\", \"0ea21229-71f7-49aa-bee9-73f42de806e7\", \"fe8cad61-0d98-4d7d-89f5-8add9b732e4e\", \"bee54743-1ca1-45ec-add6-d626b6ff3c3a\"], \"total_duration\": 1467.0, \"total_sessions\": 7, \"mean_week_duration\": 8.529}, \"11742\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-20 14:56:50.000000+00:00\", \"2020-12-21 21:52:40.000000+00:00\"], \"session_ids\": [\"fe34ca88-6d78-42e6-b892-cdb7ada37c05\", \"480c6231-91ea-4420-afa4-0c8e3989f67f\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 2.136}, \"61832\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-03-23 20:35:12.000000+00:00\", \"2021-09-23 18:57:55.000000+00:00\", \"2021-01-20 07:11:23.000000+00:00\"], \"session_ids\": [\"48e67083-a72b-4d6c-9f1a-18866061b2e3\", \"2075459f-05a0-42df-a86e-0ff1314b35e9\", \"e20e12dd-0f6c-4a59-9cb4-baca0307dd80\"], \"total_duration\": 233.0, \"total_sessions\": 3, \"mean_week_duration\": 2.044}, \"53085\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-03-01 15:17:08.000000+00:00\", \"2021-02-23 03:11:08.000000+00:00\"], \"session_ids\": [\"dda0391b-ff4e-4888-afff-fe88eb9f09f6\", \"5592b622-a3cb-4d4e-92e2-bab41f11153a\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.34}, \"53469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-17 04:56:24.000000+00:00\", \"2019-09-11 20:33:03.000000+00:00\"], \"session_ids\": [\"2636c268-50ab-4acb-9ee2-c3fc73afa4d8\", \"a0deaca5-2a42-47d2-9545-f4e4315aab31\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.223}, \"97824\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-05-11 05:55:26.000000+00:00\", \"2020-08-12 21:13:36.000000+00:00\", \"2022-07-20 08:02:45.000000+00:00\"], \"session_ids\": [\"63192b82-9781-460d-b6bd-f315e46d80a3\", \"f40f3e5d-f1ad-40eb-aa61-3504bd61ae10\", \"fe7eb006-e95a-4958-b2cf-8202563ef027\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.383}, \"41308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-20 17:16:38.000000+00:00\", \"2022-06-03 06:30:48.000000+00:00\"], \"session_ids\": [\"7b6a59f0-5433-4ba4-8593-b2e8f6b5ae40\", \"4b68e490-c9b6-407b-bf92-8daacb17b961\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 11.667}, \"44784\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-31 23:43:33.000000+00:00\", \"2019-11-05 10:21:18.000000+00:00\", \"2019-03-12 22:41:54.000000+00:00\", \"2019-08-21 06:17:21.000000+00:00\"], \"session_ids\": [\"d5d6d498-a11b-4b7d-b1ac-461106ed04f6\", \"9d9abfc4-b519-4454-b9ae-c4578cf11521\", \"299e5c08-50a6-460f-97a8-48b220abd02e\", \"fca0d2bd-4bd8-4343-9b3c-7695d2f75ca0\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 24.971}, \"21573\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-10-24 06:53:16.000000+00:00\", \"2022-02-12 07:29:24.000000+00:00\"], \"session_ids\": [\"bb084ddb-5576-47f7-a62b-68a1c8d059bc\", \"eeb33b96-b56e-4140-b2fb-7dde43a7f3e5\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.694}, \"21178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-16 07:07:24.000000+00:00\", \"2021-02-02 23:58:37.000000+00:00\"], \"session_ids\": [\"c6ea3e3c-5f9f-4c78-ba69-b794e85c42cf\", \"f691d4b6-36d9-4fcf-86de-f6f02a49208b\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 157 and are less than 4075"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[157, 4075]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-25 22:09:09.000000+00:00\", \"2019-03-07 00:52:58.000000+00:00\", \"2019-06-15 06:36:03.000000+00:00\", \"2021-01-08 10:57:19.000000+00:00\", \"2019-09-12 07:39:16.000000+00:00\", \"2020-09-15 13:49:27.000000+00:00\", \"2022-06-17 09:02:34.000000+00:00\"], \"session_ids\": [\"c4c29a16-ec0b-457b-bbe5-1156eb1f18e2\", \"94993b64-ec61-41ed-9142-4bdab7984e78\", \"f3b666ed-f53a-4a9c-a8ca-7ed11a98c7f8\", \"ce3f04db-a45f-45b8-b143-622f7f39444c\", \"0ea21229-71f7-49aa-bee9-73f42de806e7\", \"fe8cad61-0d98-4d7d-89f5-8add9b732e4e\", \"bee54743-1ca1-45ec-add6-d626b6ff3c3a\"], \"total_duration\": 1467.0, \"total_sessions\": 7, \"mean_week_duration\": 8.529}, \"61832\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-03-23 20:35:12.000000+00:00\", \"2021-09-23 18:57:55.000000+00:00\", \"2021-01-20 07:11:23.000000+00:00\"], \"session_ids\": [\"48e67083-a72b-4d6c-9f1a-18866061b2e3\", \"2075459f-05a0-42df-a86e-0ff1314b35e9\", \"e20e12dd-0f6c-4a59-9cb4-baca0307dd80\"], \"total_duration\": 233.0, \"total_sessions\": 3, \"mean_week_duration\": 2.044}, \"53469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-17 04:56:24.000000+00:00\", \"2019-09-11 20:33:03.000000+00:00\"], \"session_ids\": [\"2636c268-50ab-4acb-9ee2-c3fc73afa4d8\", \"a0deaca5-2a42-47d2-9545-f4e4315aab31\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.223}, \"97824\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-05-11 05:55:26.000000+00:00\", \"2020-08-12 21:13:36.000000+00:00\", \"2022-07-20 08:02:45.000000+00:00\"], \"session_ids\": [\"63192b82-9781-460d-b6bd-f315e46d80a3\", \"f40f3e5d-f1ad-40eb-aa61-3504bd61ae10\", \"fe7eb006-e95a-4958-b2cf-8202563ef027\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.383}, \"44784\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-31 23:43:33.000000+00:00\", \"2019-11-05 10:21:18.000000+00:00\", \"2019-03-12 22:41:54.000000+00:00\", \"2019-08-21 06:17:21.000000+00:00\"], \"session_ids\": [\"d5d6d498-a11b-4b7d-b1ac-461106ed04f6\", \"9d9abfc4-b519-4454-b9ae-c4578cf11521\", \"299e5c08-50a6-460f-97a8-48b220abd02e\", \"fca0d2bd-4bd8-4343-9b3c-7695d2f75ca0\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 24.971}, \"21573\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-10-24 06:53:16.000000+00:00\", \"2022-02-12 07:29:24.000000+00:00\"], \"session_ids\": [\"bb084ddb-5576-47f7-a62b-68a1c8d059bc\", \"eeb33b96-b56e-4140-b2fb-7dde43a7f3e5\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.694}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-17 04:56:24.000000+00:00\", \"2019-09-11 20:33:03.000000+00:00\"], \"session_ids\": [\"2636c268-50ab-4acb-9ee2-c3fc73afa4d8\", \"a0deaca5-2a42-47d2-9545-f4e4315aab31\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.223}}, {\"97824\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-05-11 05:55:26.000000+00:00\", \"2020-08-12 21:13:36.000000+00:00\", \"2022-07-20 08:02:45.000000+00:00\"], \"session_ids\": [\"63192b82-9781-460d-b6bd-f315e46d80a3\", \"f40f3e5d-f1ad-40eb-aa61-3504bd61ae10\", \"fe7eb006-e95a-4958-b2cf-8202563ef027\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.383}}, {\"21573\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-10-24 06:53:16.000000+00:00\", \"2022-02-12 07:29:24.000000+00:00\"], \"session_ids\": [\"bb084ddb-5576-47f7-a62b-68a1c8d059bc\", \"eeb33b96-b56e-4140-b2fb-7dde43a7f3e5\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.694}}, {\"61832\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-03-23 20:35:12.000000+00:00\", \"2021-09-23 18:57:55.000000+00:00\", \"2021-01-20 07:11:23.000000+00:00\"], \"session_ids\": [\"48e67083-a72b-4d6c-9f1a-18866061b2e3\", \"2075459f-05a0-42df-a86e-0ff1314b35e9\", \"e20e12dd-0f6c-4a59-9cb4-baca0307dd80\"], \"total_duration\": 233.0, \"total_sessions\": 3, \"mean_week_duration\": 2.044}}, {\"74660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-25 22:09:09.000000+00:00\", \"2019-03-07 00:52:58.000000+00:00\", \"2019-06-15 06:36:03.000000+00:00\", \"2021-01-08 10:57:19.000000+00:00\", \"2019-09-12 07:39:16.000000+00:00\", \"2020-09-15 13:49:27.000000+00:00\", \"2022-06-17 09:02:34.000000+00:00\"], \"session_ids\": [\"c4c29a16-ec0b-457b-bbe5-1156eb1f18e2\", \"94993b64-ec61-41ed-9142-4bdab7984e78\", \"f3b666ed-f53a-4a9c-a8ca-7ed11a98c7f8\", \"ce3f04db-a45f-45b8-b143-622f7f39444c\", \"0ea21229-71f7-49aa-bee9-73f42de806e7\", \"fe8cad61-0d98-4d7d-89f5-8add9b732e4e\", \"bee54743-1ca1-45ec-add6-d626b6ff3c3a\"], \"total_duration\": 1467.0, \"total_sessions\": 7, \"mean_week_duration\": 8.529}}, {\"44784\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-31 23:43:33.000000+00:00\", \"2019-11-05 10:21:18.000000+00:00\", \"2019-03-12 22:41:54.000000+00:00\", \"2019-08-21 06:17:21.000000+00:00\"], \"session_ids\": [\"d5d6d498-a11b-4b7d-b1ac-461106ed04f6\", \"9d9abfc4-b519-4454-b9ae-c4578cf11521\", \"299e5c08-50a6-460f-97a8-48b220abd02e\", \"fca0d2bd-4bd8-4343-9b3c-7695d2f75ca0\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 24.971}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-17 04:56:24.000000+00:00\", \"2019-09-11 20:33:03.000000+00:00\"], \"session_ids\": [\"2636c268-50ab-4acb-9ee2-c3fc73afa4d8\", \"a0deaca5-2a42-47d2-9545-f4e4315aab31\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.223}}, {\"97824\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-05-11 05:55:26.000000+00:00\", \"2020-08-12 21:13:36.000000+00:00\", \"2022-07-20 08:02:45.000000+00:00\"], \"session_ids\": [\"63192b82-9781-460d-b6bd-f315e46d80a3\", \"f40f3e5d-f1ad-40eb-aa61-3504bd61ae10\", \"fe7eb006-e95a-4958-b2cf-8202563ef027\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.383}}, {\"21573\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-10-24 06:53:16.000000+00:00\", \"2022-02-12 07:29:24.000000+00:00\"], \"session_ids\": [\"bb084ddb-5576-47f7-a62b-68a1c8d059bc\", \"eeb33b96-b56e-4140-b2fb-7dde43a7f3e5\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.694}}]\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[{\"53469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-17 04:56:24.000000+00:00\", \"2019-09-11 20:33:03.000000+00:00\"], \"session_ids\": [\"2636c268-50ab-4acb-9ee2-c3fc73afa4d8\", \"a0deaca5-2a42-47d2-9545-f4e4315aab31\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.223}}, {\"97824\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-05-11 05:55:26.000000+00:00\", \"2020-08-12 21:13:36.000000+00:00\", \"2022-07-20 08:02:45.000000+00:00\"], \"session_ids\": [\"63192b82-9781-460d-b6bd-f315e46d80a3\", \"f40f3e5d-f1ad-40eb-aa61-3504bd61ae10\", \"fe7eb006-e95a-4958-b2cf-8202563ef027\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.383}}, {\"21573\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-10-24 06:53:16.000000+00:00\", \"2022-02-12 07:29:24.000000+00:00\"], \"session_ids\": [\"bb084ddb-5576-47f7-a62b-68a1c8d059bc\", \"eeb33b96-b56e-4140-b2fb-7dde43a7f3e5\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.694}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the user who is inhabitant of the city Mexico City as well as do sorting by town_name in 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{\"86874\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-21 19:38:28.000000+00:00\", \"2019-02-12 12:53:50.000000+00:00\"], \"session_ids\": [\"7d4930bd-7a6c-4d3b-a626-2347c14d29fc\", \"ceb41130-398f-4fdf-9ba5-8279eabda755\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 6.13}, \"40526\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-12 03:52:58.000000+00:00\", \"2023-06-12 11:08:26.000000+00:00\", \"2019-03-04 09:28:22.000000+00:00\", \"2021-12-16 14:16:46.000000+00:00\"], \"session_ids\": [\"c4446347-0e14-4e61-a67d-f3c8aeef6720\", \"d23d6a3b-227f-455b-8be5-7b7f7526402a\", \"5e78c8a5-a018-4bd9-9321-7d22eed85a2e\", \"4ab1f4fb-c7b8-4628-ac16-e18bbe1b4d10\"], \"total_duration\": 55.0, \"total_sessions\": 4, \"mean_week_duration\": 0.247}, \"56243\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-01-16 10:13:09.000000+00:00\", \"2023-05-25 13:05:06.000000+00:00\", \"2019-10-12 23:24:04.000000+00:00\", \"2022-03-02 03:00:24.000000+00:00\", \"2021-06-22 15:57:08.000000+00:00\", \"2020-07-29 21:56:15.000000+00:00\", \"2019-02-26 08:11:03.000000+00:00\", \"2022-02-04 23:01:43.000000+00:00\"], \"session_ids\": [\"c7a0b6a3-d5b9-4a48-9403-ef1767dccb2f\", \"2f84587e-971d-4933-8a24-be76a727f672\", \"55441fd4-d104-448a-bb4e-41b9ad8701d7\", \"3f3806e6-367f-4888-a317-2237c5544f8a\", \"7ef00ca3-3541-45e8-9394-7227dbc1278a\", \"2241880e-70e2-4f85-b1d6-b01532c72ec3\", \"fd2e24b3-d23f-4620-b36a-058dda939e05\", \"30c3b580-6392-49e9-bddd-9cd04402648f\"], \"total_duration\": 6482.0, \"total_sessions\": 8, \"mean_week_duration\": 28.43}, \"58914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-03 15:19:17.000000+00:00\", \"2020-07-30 02:58:16.000000+00:00\"], \"session_ids\": [\"37c76f0e-a974-4d93-a50f-8b527b266afb\", \"44fc6d7c-1d9c-4f83-86f3-7d4b3bb34549\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.164}, \"34379\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-15 20:47:58.000000+00:00\", \"2021-08-08 12:51:22.000000+00:00\", \"2020-07-23 19:32:53.000000+00:00\", \"2022-07-12 16:07:29.000000+00:00\", \"2020-08-03 08:43:21.000000+00:00\"], \"session_ids\": [\"cec46230-c44d-4454-a4b2-348c96c27e5a\", \"b0024830-7aa4-4a1f-b607-1bac6134bd6e\", \"7d6af415-e9f6-4b1d-b014-7ea95d5cd16e\", \"dfbfe738-5eca-4e62-96f9-31a1c26e851c\", \"faad4901-b130-4714-8b11-4e286249938d\"], \"total_duration\": 2530.0, \"total_sessions\": 5, \"mean_week_duration\": 24.563}, \"6870\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-03-27 16:04:55.000000+00:00\", \"2021-06-10 17:31:04.000000+00:00\", \"2020-12-11 03:44:13.000000+00:00\"], \"session_ids\": [\"ea780f1f-564e-44ff-af44-1759d67f1fce\", \"74a05765-0b78-4250-9248-873cd9362631\", \"0cf6d948-c11f-4818-866b-4fae98de5928\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.336}, \"69919\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-04 11:41:25.000000+00:00\", \"2023-01-05 03:45:55.000000+00:00\", \"2021-06-21 05:33:55.000000+00:00\", \"2021-09-07 07:07:49.000000+00:00\"], \"session_ids\": [\"69ea140c-4c3f-4acd-aa4b-a702bc3fe267\", \"74814e0f-fddd-4806-b9b7-73cea2a07eba\", \"74a432bd-518e-494d-9ffb-4ca1bf8cce37\", \"9b02097a-41e3-4be3-8488-3750205b7fc5\"], \"total_duration\": 438.0, \"total_sessions\": 4, \"mean_week_duration\": 4.38}, \"87688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-26 19:16:55.000000+00:00\", \"2019-12-15 10:08:32.000000+00:00\", \"2019-09-03 08:28:25.000000+00:00\", \"2022-04-13 14:55:05.000000+00:00\", \"2021-09-20 06:50:41.000000+00:00\", \"2020-11-29 20:49:49.000000+00:00\", \"2023-04-13 04:15:59.000000+00:00\", \"2021-08-30 02:35:15.000000+00:00\"], \"session_ids\": [\"5110a52f-e27f-41f5-a010-ddc66d46898f\", \"b0e8cf4e-aee8-4433-8684-08a6c1111259\", \"eb3bca86-fb27-4ced-b1c7-f4e0685a3dc4\", \"ee2590bf-1d5d-4f10-bdfd-36000eec94b3\", \"12024a48-7c05-4ac0-be4f-81ae561e7d7b\", \"ad69ae67-d8c9-4ad2-9908-109381e03aa9\", \"40cd0c8d-79d0-4d96-8fff-82deb4c77f24\", \"06c2f4b8-5170-4226-9e32-3944e04dc1f1\"], \"total_duration\": 1517.0, \"total_sessions\": 8, \"mean_week_duration\": 8.026}, \"36334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-31 21:10:44.000000+00:00\", \"2021-12-09 22:30:24.000000+00:00\", \"2022-02-15 16:12:25.000000+00:00\", \"2023-04-16 12:11:41.000000+00:00\", \"2019-03-15 10:59:28.000000+00:00\", \"2020-09-17 15:16:08.000000+00:00\", \"2022-06-16 19:57:43.000000+00:00\", \"2023-01-24 15:42:22.000000+00:00\", \"2021-04-17 16:04:45.000000+00:00\"], \"session_ids\": [\"a1f5c0f4-3423-4d83-88f7-fc12d9a999ab\", \"f1a93760-68e7-46c1-8c5e-04c38fc1326f\", \"fdc87a50-602b-4a0e-9c67-c93546ec1338\", \"bfc8c581-25df-4a8c-8d37-6a4fde926f29\", \"0583b4a7-ab73-4d1f-b583-53236385bcd8\", \"c2411f0e-b9f7-44b6-8ea8-b5098c043bbf\", \"edfa4298-7164-4b43-8ee2-925a6b2ed356\", \"804b42c2-d838-4f96-b8b3-b24d5fc8469e\", \"8a5ad1bd-5422-4aae-873d-2c284ea11ca7\"], \"total_duration\": 6353.0, \"total_sessions\": 9, \"mean_week_duration\": 29.687}, \"74941\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-03-25 02:14:30.000000+00:00\", \"2022-05-05 07:08:50.000000+00:00\", \"2021-05-23 18:15:38.000000+00:00\", \"2020-11-16 04:46:58.000000+00:00\", \"2020-10-19 15:45:01.000000+00:00\", \"2020-09-24 21:56:38.000000+00:00\"], \"session_ids\": [\"02f21ada-35ba-4842-a584-e7f9fadb5632\", \"ee59b277-39e6-4035-869d-f8d92db2db87\", \"bbb66a9e-ea10-4c8b-8f44-11432080651f\", \"d3b80180-7b8a-4c7c-8b24-c9ffaff30106\", \"8b59f964-d138-408f-be79-8ab4df893660\", \"8584ca11-04fa-4f05-9de3-00dbc392daac\"], \"total_duration\": 3412.0, \"total_sessions\": 6, \"mean_week_duration\": 40.619}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Mexico City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Mexico City\"]]}}}\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": "Tell me about users whose count of sessions is smaller than 5 (not including) and bigger than 3 , moreover apply sorting by count of sessions form the highest to the lowest additionaly show me only 2 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{\"8250\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-12-23 16:15:06.000000+00:00\", \"2019-01-25 20:34:41.000000+00:00\"], \"session_ids\": [\"b062225a-1ba4-4a89-ae81-86afa2774a4f\", \"9b20bff7-5fb9-4ffa-815d-a8324b6ccd0c\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 2.098}, \"45181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-03 16:20:25.000000+00:00\", \"2021-06-18 19:40:14.000000+00:00\", \"2021-08-11 12:41:46.000000+00:00\", \"2019-04-29 06:24:06.000000+00:00\", \"2023-04-25 21:29:46.000000+00:00\", \"2022-03-30 13:02:37.000000+00:00\"], \"session_ids\": [\"120fdf00-15c6-4058-a0a3-6690b3b80148\", \"5b2b6eb3-74bd-4786-b3ac-bc9ac98b700f\", \"dabdc9d1-2e57-4423-bba1-e98414b56784\", \"ac2479b0-01f6-4f00-bc8a-0092f799ba35\", \"3851899e-8125-48f8-be85-ba05daa0fef1\", \"f0567c8a-50c4-4f29-9a4f-2b410ec46a90\"], \"total_duration\": 1709.0, \"total_sessions\": 6, \"mean_week_duration\": 8.177}, \"22188\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-24 14:45:45.000000+00:00\", \"2022-09-26 04:51:04.000000+00:00\"], \"session_ids\": [\"eb0e1233-bc1a-41d2-8c93-c0ddea1fb9e5\", \"dccee750-68b3-41ec-95c2-3e0ef99601bc\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 2.023}, \"44812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-31 10:34:57.000000+00:00\", \"2022-08-26 12:22:21.000000+00:00\"], \"session_ids\": [\"93769504-8721-415d-9ff7-4366c9e04443\", \"8dbd0125-e63c-45ac-8d39-0f4fa8973877\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.425}, \"46324\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-12 19:10:33.000000+00:00\", \"2022-10-21 10:15:42.000000+00:00\", \"2020-10-11 01:19:32.000000+00:00\", \"2020-02-24 12:56:28.000000+00:00\"], \"session_ids\": [\"b33b5a34-5d74-4382-b50b-3993ab85071d\", \"9110ef9f-57d2-48c1-87ad-e626f56e7a6f\", \"30a74047-c0a9-4824-9a77-f55c22f836f2\", \"4c028345-88cc-4921-a44b-21a55484f62d\"], \"total_duration\": 766.0, \"total_sessions\": 4, \"mean_week_duration\": 5.511}, \"20508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-28 06:15:46.000000+00:00\", \"2020-04-13 11:29:47.000000+00:00\"], \"session_ids\": [\"53e4a0e8-8aa8-4cf0-b017-f1c813a8afa0\", \"6ee26f1b-338d-4f29-974a-17b1d96739a4\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.225}, \"32122\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-28 06:37:31.000000+00:00\", \"2019-05-14 03:59:04.000000+00:00\", \"2020-01-25 01:38:10.000000+00:00\", \"2021-06-26 18:54:33.000000+00:00\", \"2022-12-13 11:31:04.000000+00:00\", \"2019-12-07 15:37:15.000000+00:00\", \"2020-08-20 11:05:43.000000+00:00\", \"2019-02-11 08:50:50.000000+00:00\", \"2021-06-22 05:08:59.000000+00:00\", \"2022-10-08 23:19:26.000000+00:00\"], \"session_ids\": [\"f007e3e1-102e-4ed6-8768-1e521ad3174e\", \"9b651333-f3b7-4a89-83e3-5ebed01aa5c7\", \"8a5db780-9f13-42e0-9c6e-c29d472bed58\", \"76428f23-79a6-4b66-9e95-e0a1246d9987\", \"a8a410da-792b-4290-b7ba-ce9186d16361\", \"d3b8ef69-c898-4ba1-ac18-e709f11449f9\", \"7f4710c3-09c1-4725-bdda-352fbb321bd1\", \"105d2714-7df6-4381-a5ff-fb931e56727e\", \"484947f3-f279-47bb-8a69-35ca8b5ecf71\", \"5658d6db-8cf0-4245-929a-7c8ddeb6d107\"], \"total_duration\": 2413.0, \"total_sessions\": 10, \"mean_week_duration\": 12.005}, \"31133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-04-30 07:31:13.000000+00:00\", \"2022-04-29 17:19:04.000000+00:00\", \"2021-04-03 21:38:37.000000+00:00\", \"2021-11-12 10:05:11.000000+00:00\", \"2019-01-07 08:45:52.000000+00:00\"], \"session_ids\": [\"bf388aa9-f2a9-43c2-a669-700899695523\", \"1439d95e-0dc7-47f5-b6b4-b257e76cba67\", \"5bfe5a61-82ac-4213-a85d-68e304832202\", \"3136a402-7d78-4b1a-b012-8555f4cff624\", \"0279f564-f6b1-40fe-905c-f914223ca2b1\"], \"total_duration\": 2643.0, \"total_sessions\": 5, \"mean_week_duration\": 11.747}, \"79094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-10 16:07:58.000000+00:00\", \"2021-10-24 04:32:52.000000+00:00\"], \"session_ids\": [\"65ccae1d-9eef-4fb3-979d-b34fe05dde48\", \"c53aac32-7597-4edc-912c-487dc5147a3d\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 3.397}, \"40067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-14 08:47:21.000000+00:00\", \"2020-05-26 15:13:15.000000+00:00\"], \"session_ids\": [\"c33da9cc-5db5-4e9e-90c7-362dfd7e4576\", \"1a17f830-d3aa-466a-ab66-d1630a45d396\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 3 and are less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46324\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-12 19:10:33.000000+00:00\", \"2022-10-21 10:15:42.000000+00:00\", \"2020-10-11 01:19:32.000000+00:00\", \"2020-02-24 12:56:28.000000+00:00\"], \"session_ids\": [\"b33b5a34-5d74-4382-b50b-3993ab85071d\", \"9110ef9f-57d2-48c1-87ad-e626f56e7a6f\", \"30a74047-c0a9-4824-9a77-f55c22f836f2\", \"4c028345-88cc-4921-a44b-21a55484f62d\"], \"total_duration\": 766.0, \"total_sessions\": 4, \"mean_week_duration\": 5.511}}\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[{\"46324\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-12 19:10:33.000000+00:00\", \"2022-10-21 10:15:42.000000+00:00\", \"2020-10-11 01:19:32.000000+00:00\", \"2020-02-24 12:56:28.000000+00:00\"], \"session_ids\": [\"b33b5a34-5d74-4382-b50b-3993ab85071d\", \"9110ef9f-57d2-48c1-87ad-e626f56e7a6f\", \"30a74047-c0a9-4824-9a77-f55c22f836f2\", \"4c028345-88cc-4921-a44b-21a55484f62d\"], \"total_duration\": 766.0, \"total_sessions\": 4, \"mean_week_duration\": 5.511}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46324\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-12 19:10:33.000000+00:00\", \"2022-10-21 10:15:42.000000+00:00\", \"2020-10-11 01:19:32.000000+00:00\", \"2020-02-24 12:56:28.000000+00:00\"], \"session_ids\": [\"b33b5a34-5d74-4382-b50b-3993ab85071d\", \"9110ef9f-57d2-48c1-87ad-e626f56e7a6f\", \"30a74047-c0a9-4824-9a77-f55c22f836f2\", \"4c028345-88cc-4921-a44b-21a55484f62d\"], \"total_duration\": 766.0, \"total_sessions\": 4, \"mean_week_duration\": 5.511}}]\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[{\"46324\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-12 19:10:33.000000+00:00\", \"2022-10-21 10:15:42.000000+00:00\", \"2020-10-11 01:19:32.000000+00:00\", \"2020-02-24 12:56:28.000000+00:00\"], \"session_ids\": [\"b33b5a34-5d74-4382-b50b-3993ab85071d\", \"9110ef9f-57d2-48c1-87ad-e626f56e7a6f\", \"30a74047-c0a9-4824-9a77-f55c22f836f2\", \"4c028345-88cc-4921-a44b-21a55484f62d\"], \"total_duration\": 766.0, \"total_sessions\": 4, \"mean_week_duration\": 5.511}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 3 users who have aver of time using the app per week strictly smaller than 15 additionaly carry out sorting by name of the city in asc order and in addition 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{\"36094\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-13 20:11:33.000000+00:00\", \"2022-06-02 07:05:25.000000+00:00\", \"2023-02-10 21:12:48.000000+00:00\", \"2022-12-16 22:29:00.000000+00:00\", \"2023-01-04 09:25:19.000000+00:00\", \"2020-08-20 23:48:55.000000+00:00\", \"2023-04-03 02:52:09.000000+00:00\"], \"session_ids\": [\"03498233-dfd0-47ae-964b-cc2f6011d606\", \"ccf557e3-1133-41d0-94b9-3102b3522084\", \"12df8ff9-7492-41ee-a655-55869773936c\", \"c0b1d095-1023-4102-91f2-9c8cc6cd0b49\", \"2d81a83d-43b7-4f62-b33c-18b1a6b5aa22\", \"4f3c6c46-eccc-47da-b511-e8992542accd\", \"cda622dd-7296-4741-b019-131b1743572b\"], \"total_duration\": 8909.0, \"total_sessions\": 7, \"mean_week_duration\": 57.477}, \"79110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-10-04 16:13:15.000000+00:00\", \"2021-11-02 15:29:14.000000+00:00\", \"2022-09-20 21:33:37.000000+00:00\", \"2022-03-06 09:28:59.000000+00:00\", \"2021-08-12 09:13:03.000000+00:00\"], \"session_ids\": [\"6f7fa8de-f0ae-492a-a779-929ed2f4c983\", \"f5ab659a-c0b7-4879-98ac-278c5ed2f57c\", \"1c9b1894-2cc4-4c93-a98b-9ff95c4de779\", \"3feb6427-0d7f-483d-a1a5-2001f03e1348\", \"e6b8881f-5443-4c02-bc23-1621f69c18a3\"], \"total_duration\": 2945.0, \"total_sessions\": 5, \"mean_week_duration\": 49.083}, \"86499\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-09 06:48:41.000000+00:00\", \"2020-07-27 16:55:33.000000+00:00\", \"2020-12-21 19:23:07.000000+00:00\", \"2021-10-13 17:24:52.000000+00:00\"], \"session_ids\": [\"24bc3b86-41a3-4b2d-bf77-cd310bbdcc16\", \"f6189903-23dd-412d-a9f2-1b950eff29d8\", \"49f062c4-d542-432b-94aa-68cf4e792015\", \"63873934-33b8-4d98-a5a4-d235c5e08fc3\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.283}, \"62451\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-24 19:31:23.000000+00:00\", \"2022-11-04 21:01:02.000000+00:00\", \"2022-06-19 00:30:21.000000+00:00\", \"2019-04-19 01:28:20.000000+00:00\", \"2020-12-25 05:05:40.000000+00:00\"], \"session_ids\": [\"db7f1217-b963-49bb-ae57-8bdbbd7fcc87\", \"4b092334-6603-40d2-82b7-574f6be1f4e9\", \"e77a2911-6e0c-4a7a-8d1e-a1acc730026d\", \"319c6544-8af4-4ce7-bdf6-5933f49dd2a8\", \"8b98f3fa-4e27-47ee-bf00-789d9a3ee11a\"], \"total_duration\": 1370.0, \"total_sessions\": 5, \"mean_week_duration\": 7.098}, \"96728\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-30 01:29:55.000000+00:00\", \"2019-09-28 00:08:10.000000+00:00\", \"2021-05-29 00:01:22.000000+00:00\", \"2021-10-09 18:58:08.000000+00:00\"], \"session_ids\": [\"5545ce66-60d1-4108-9407-1645907b0aa5\", \"f8cde0bb-f353-4317-bb0e-b681985e7a76\", \"7a525226-2a98-4635-b7ab-c738c161d500\", \"51f3f534-19fd-4ee6-816e-46f52b0ec238\"], \"total_duration\": 1623.0, \"total_sessions\": 4, \"mean_week_duration\": 12.68}, \"26275\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-02-13 18:24:03.000000+00:00\", \"2023-06-13 07:38:54.000000+00:00\"], \"session_ids\": [\"7c013130-06ee-48e4-a597-a74f601955ed\", \"f75440c7-4563-4fb6-83d7-2f0707530dc0\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 4.129}, \"61479\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-04-22 22:46:06.000000+00:00\", \"2022-10-25 20:08:21.000000+00:00\", \"2019-10-17 19:44:12.000000+00:00\", \"2019-05-02 12:57:06.000000+00:00\", \"2019-08-11 16:35:43.000000+00:00\", \"2021-01-29 00:16:03.000000+00:00\", \"2022-09-11 12:19:07.000000+00:00\", \"2020-11-11 17:39:40.000000+00:00\", \"2020-12-26 15:29:26.000000+00:00\"], \"session_ids\": [\"34b672a0-26ef-42fe-81c3-ff2cb39439b0\", \"6632375d-494b-4058-9158-f70916dcd66e\", \"920c4eb0-7d14-4152-9c1f-33aaf04995e6\", \"a823dc6c-0d70-4bb4-b027-534ebbce6ab7\", \"aaab82ea-4b8e-404b-90db-01b907ad6325\", \"b3e8cfd2-db94-41dd-88b5-5cb1b3861f2b\", \"43e48922-3cf8-45e9-9b10-f9d73742c4c0\", \"3e508a43-abc4-4624-94af-cbcb38f6f507\", \"f7e5a4b1-5921-4ebc-b75e-a3b5e0fffbb2\"], \"total_duration\": 25418.0, \"total_sessions\": 9, \"mean_week_duration\": 122.202}, \"2716\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-17 09:49:12.000000+00:00\", \"2022-11-05 02:26:59.000000+00:00\", \"2020-01-30 10:42:52.000000+00:00\", \"2023-05-05 22:30:54.000000+00:00\", \"2020-04-15 10:21:41.000000+00:00\", \"2023-05-21 11:39:01.000000+00:00\", \"2019-09-05 19:56:30.000000+00:00\", \"2021-12-24 16:35:36.000000+00:00\", \"2022-06-16 16:06:55.000000+00:00\"], \"session_ids\": [\"ce618386-eb46-497d-a016-2b43055be7d6\", \"85043501-bf90-42dd-bb8f-74fb26fe609c\", \"b2c59164-fb79-4fe3-bfba-545dbebe9a88\", \"4370c299-2953-4b4e-8284-be65e2c489e7\", \"7e13cb4a-a6f0-4ab7-887c-a4dc876e5f37\", \"6c06ad08-094b-4463-87e9-7997ea9a4c5a\", \"1609c9e1-bc9c-4a2c-8640-63b7ef7cb785\", \"824b30b1-fe11-4487-8fdf-996fb17ef703\", \"053ea33e-b518-45a6-942a-56ea5e5e638e\"], \"total_duration\": 2154.0, \"total_sessions\": 9, \"mean_week_duration\": 11.103}, \"19375\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-28 05:24:09.000000+00:00\", \"2020-06-23 16:14:47.000000+00:00\", \"2020-04-28 21:01:49.000000+00:00\"], \"session_ids\": [\"2ea6d86d-bc0c-41f5-baed-3053ae1d0936\", \"99e1a6bb-adfe-4950-a8ca-2a1b4a7387ee\", \"59c67995-b7af-4379-bbd3-8fa6eb0a0148\"], \"total_duration\": 953.0, \"total_sessions\": 3, \"mean_week_duration\": 5.776}, \"72475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-30 21:49:21.000000+00:00\", \"2019-08-06 20:59:03.000000+00:00\"], \"session_ids\": [\"00e74b00-dd3e-40f3-bd85-5472ef762768\", \"c107bcc9-24c5-4426-8e16-28c09c5ba3d7\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 3.388}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 15"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 39]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"86499\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-09 06:48:41.000000+00:00\", \"2020-07-27 16:55:33.000000+00:00\", \"2020-12-21 19:23:07.000000+00:00\", \"2021-10-13 17:24:52.000000+00:00\"], \"session_ids\": [\"24bc3b86-41a3-4b2d-bf77-cd310bbdcc16\", \"f6189903-23dd-412d-a9f2-1b950eff29d8\", \"49f062c4-d542-432b-94aa-68cf4e792015\", \"63873934-33b8-4d98-a5a4-d235c5e08fc3\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.283}, \"62451\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-24 19:31:23.000000+00:00\", \"2022-11-04 21:01:02.000000+00:00\", \"2022-06-19 00:30:21.000000+00:00\", \"2019-04-19 01:28:20.000000+00:00\", \"2020-12-25 05:05:40.000000+00:00\"], \"session_ids\": [\"db7f1217-b963-49bb-ae57-8bdbbd7fcc87\", \"4b092334-6603-40d2-82b7-574f6be1f4e9\", \"e77a2911-6e0c-4a7a-8d1e-a1acc730026d\", \"319c6544-8af4-4ce7-bdf6-5933f49dd2a8\", \"8b98f3fa-4e27-47ee-bf00-789d9a3ee11a\"], \"total_duration\": 1370.0, \"total_sessions\": 5, \"mean_week_duration\": 7.098}, \"96728\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-30 01:29:55.000000+00:00\", \"2019-09-28 00:08:10.000000+00:00\", \"2021-05-29 00:01:22.000000+00:00\", \"2021-10-09 18:58:08.000000+00:00\"], \"session_ids\": [\"5545ce66-60d1-4108-9407-1645907b0aa5\", \"f8cde0bb-f353-4317-bb0e-b681985e7a76\", \"7a525226-2a98-4635-b7ab-c738c161d500\", \"51f3f534-19fd-4ee6-816e-46f52b0ec238\"], \"total_duration\": 1623.0, \"total_sessions\": 4, \"mean_week_duration\": 12.68}, \"26275\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-02-13 18:24:03.000000+00:00\", \"2023-06-13 07:38:54.000000+00:00\"], \"session_ids\": [\"7c013130-06ee-48e4-a597-a74f601955ed\", \"f75440c7-4563-4fb6-83d7-2f0707530dc0\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 4.129}, \"2716\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-17 09:49:12.000000+00:00\", \"2022-11-05 02:26:59.000000+00:00\", \"2020-01-30 10:42:52.000000+00:00\", \"2023-05-05 22:30:54.000000+00:00\", \"2020-04-15 10:21:41.000000+00:00\", \"2023-05-21 11:39:01.000000+00:00\", \"2019-09-05 19:56:30.000000+00:00\", \"2021-12-24 16:35:36.000000+00:00\", \"2022-06-16 16:06:55.000000+00:00\"], \"session_ids\": [\"ce618386-eb46-497d-a016-2b43055be7d6\", \"85043501-bf90-42dd-bb8f-74fb26fe609c\", \"b2c59164-fb79-4fe3-bfba-545dbebe9a88\", \"4370c299-2953-4b4e-8284-be65e2c489e7\", \"7e13cb4a-a6f0-4ab7-887c-a4dc876e5f37\", \"6c06ad08-094b-4463-87e9-7997ea9a4c5a\", \"1609c9e1-bc9c-4a2c-8640-63b7ef7cb785\", \"824b30b1-fe11-4487-8fdf-996fb17ef703\", \"053ea33e-b518-45a6-942a-56ea5e5e638e\"], \"total_duration\": 2154.0, \"total_sessions\": 9, \"mean_week_duration\": 11.103}, \"19375\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-28 05:24:09.000000+00:00\", \"2020-06-23 16:14:47.000000+00:00\", \"2020-04-28 21:01:49.000000+00:00\"], \"session_ids\": [\"2ea6d86d-bc0c-41f5-baed-3053ae1d0936\", \"99e1a6bb-adfe-4950-a8ca-2a1b4a7387ee\", \"59c67995-b7af-4379-bbd3-8fa6eb0a0148\"], \"total_duration\": 953.0, \"total_sessions\": 3, \"mean_week_duration\": 5.776}, \"72475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-30 21:49:21.000000+00:00\", \"2019-08-06 20:59:03.000000+00:00\"], \"session_ids\": [\"00e74b00-dd3e-40f3-bd85-5472ef762768\", \"c107bcc9-24c5-4426-8e16-28c09c5ba3d7\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 3.388}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"26275\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-02-13 18:24:03.000000+00:00\", \"2023-06-13 07:38:54.000000+00:00\"], \"session_ids\": [\"7c013130-06ee-48e4-a597-a74f601955ed\", \"f75440c7-4563-4fb6-83d7-2f0707530dc0\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 4.129}}, {\"62451\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-24 19:31:23.000000+00:00\", \"2022-11-04 21:01:02.000000+00:00\", \"2022-06-19 00:30:21.000000+00:00\", \"2019-04-19 01:28:20.000000+00:00\", \"2020-12-25 05:05:40.000000+00:00\"], \"session_ids\": [\"db7f1217-b963-49bb-ae57-8bdbbd7fcc87\", \"4b092334-6603-40d2-82b7-574f6be1f4e9\", \"e77a2911-6e0c-4a7a-8d1e-a1acc730026d\", \"319c6544-8af4-4ce7-bdf6-5933f49dd2a8\", \"8b98f3fa-4e27-47ee-bf00-789d9a3ee11a\"], \"total_duration\": 1370.0, \"total_sessions\": 5, \"mean_week_duration\": 7.098}}, {\"86499\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-09 06:48:41.000000+00:00\", \"2020-07-27 16:55:33.000000+00:00\", \"2020-12-21 19:23:07.000000+00:00\", \"2021-10-13 17:24:52.000000+00:00\"], \"session_ids\": [\"24bc3b86-41a3-4b2d-bf77-cd310bbdcc16\", \"f6189903-23dd-412d-a9f2-1b950eff29d8\", \"49f062c4-d542-432b-94aa-68cf4e792015\", \"63873934-33b8-4d98-a5a4-d235c5e08fc3\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.283}}, {\"96728\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-30 01:29:55.000000+00:00\", \"2019-09-28 00:08:10.000000+00:00\", \"2021-05-29 00:01:22.000000+00:00\", \"2021-10-09 18:58:08.000000+00:00\"], \"session_ids\": [\"5545ce66-60d1-4108-9407-1645907b0aa5\", \"f8cde0bb-f353-4317-bb0e-b681985e7a76\", \"7a525226-2a98-4635-b7ab-c738c161d500\", \"51f3f534-19fd-4ee6-816e-46f52b0ec238\"], \"total_duration\": 1623.0, \"total_sessions\": 4, \"mean_week_duration\": 12.68}}, {\"2716\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-17 09:49:12.000000+00:00\", \"2022-11-05 02:26:59.000000+00:00\", \"2020-01-30 10:42:52.000000+00:00\", \"2023-05-05 22:30:54.000000+00:00\", \"2020-04-15 10:21:41.000000+00:00\", \"2023-05-21 11:39:01.000000+00:00\", \"2019-09-05 19:56:30.000000+00:00\", \"2021-12-24 16:35:36.000000+00:00\", \"2022-06-16 16:06:55.000000+00:00\"], \"session_ids\": [\"ce618386-eb46-497d-a016-2b43055be7d6\", \"85043501-bf90-42dd-bb8f-74fb26fe609c\", \"b2c59164-fb79-4fe3-bfba-545dbebe9a88\", \"4370c299-2953-4b4e-8284-be65e2c489e7\", \"7e13cb4a-a6f0-4ab7-887c-a4dc876e5f37\", \"6c06ad08-094b-4463-87e9-7997ea9a4c5a\", \"1609c9e1-bc9c-4a2c-8640-63b7ef7cb785\", \"824b30b1-fe11-4487-8fdf-996fb17ef703\", \"053ea33e-b518-45a6-942a-56ea5e5e638e\"], \"total_duration\": 2154.0, \"total_sessions\": 9, \"mean_week_duration\": 11.103}}, {\"19375\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-28 05:24:09.000000+00:00\", \"2020-06-23 16:14:47.000000+00:00\", \"2020-04-28 21:01:49.000000+00:00\"], \"session_ids\": [\"2ea6d86d-bc0c-41f5-baed-3053ae1d0936\", \"99e1a6bb-adfe-4950-a8ca-2a1b4a7387ee\", \"59c67995-b7af-4379-bbd3-8fa6eb0a0148\"], \"total_duration\": 953.0, \"total_sessions\": 3, \"mean_week_duration\": 5.776}}, {\"72475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-30 21:49:21.000000+00:00\", \"2019-08-06 20:59:03.000000+00:00\"], \"session_ids\": [\"00e74b00-dd3e-40f3-bd85-5472ef762768\", \"c107bcc9-24c5-4426-8e16-28c09c5ba3d7\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 3.388}}]\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[{\"26275\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-02-13 18:24:03.000000+00:00\", \"2023-06-13 07:38:54.000000+00:00\"], \"session_ids\": [\"7c013130-06ee-48e4-a597-a74f601955ed\", \"f75440c7-4563-4fb6-83d7-2f0707530dc0\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 4.129}}, {\"62451\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-24 19:31:23.000000+00:00\", \"2022-11-04 21:01:02.000000+00:00\", \"2022-06-19 00:30:21.000000+00:00\", \"2019-04-19 01:28:20.000000+00:00\", \"2020-12-25 05:05:40.000000+00:00\"], \"session_ids\": [\"db7f1217-b963-49bb-ae57-8bdbbd7fcc87\", \"4b092334-6603-40d2-82b7-574f6be1f4e9\", \"e77a2911-6e0c-4a7a-8d1e-a1acc730026d\", \"319c6544-8af4-4ce7-bdf6-5933f49dd2a8\", \"8b98f3fa-4e27-47ee-bf00-789d9a3ee11a\"], \"total_duration\": 1370.0, \"total_sessions\": 5, \"mean_week_duration\": 7.098}}, {\"86499\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-09 06:48:41.000000+00:00\", \"2020-07-27 16:55:33.000000+00:00\", \"2020-12-21 19:23:07.000000+00:00\", \"2021-10-13 17:24:52.000000+00:00\"], \"session_ids\": [\"24bc3b86-41a3-4b2d-bf77-cd310bbdcc16\", \"f6189903-23dd-412d-a9f2-1b950eff29d8\", \"49f062c4-d542-432b-94aa-68cf4e792015\", \"63873934-33b8-4d98-a5a4-d235c5e08fc3\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.283}}]\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[{\"26275\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-02-13 18:24:03.000000+00:00\", \"2023-06-13 07:38:54.000000+00:00\"], \"session_ids\": [\"7c013130-06ee-48e4-a597-a74f601955ed\", \"f75440c7-4563-4fb6-83d7-2f0707530dc0\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 4.129}}, {\"62451\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-24 19:31:23.000000+00:00\", \"2022-11-04 21:01:02.000000+00:00\", \"2022-06-19 00:30:21.000000+00:00\", \"2019-04-19 01:28:20.000000+00:00\", \"2020-12-25 05:05:40.000000+00:00\"], \"session_ids\": [\"db7f1217-b963-49bb-ae57-8bdbbd7fcc87\", \"4b092334-6603-40d2-82b7-574f6be1f4e9\", \"e77a2911-6e0c-4a7a-8d1e-a1acc730026d\", \"319c6544-8af4-4ce7-bdf6-5933f49dd2a8\", \"8b98f3fa-4e27-47ee-bf00-789d9a3ee11a\"], \"total_duration\": 1370.0, \"total_sessions\": 5, \"mean_week_duration\": 7.098}}, {\"86499\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-09 06:48:41.000000+00:00\", \"2020-07-27 16:55:33.000000+00:00\", \"2020-12-21 19:23:07.000000+00:00\", \"2021-10-13 17:24:52.000000+00:00\"], \"session_ids\": [\"24bc3b86-41a3-4b2d-bf77-cd310bbdcc16\", \"f6189903-23dd-412d-a9f2-1b950eff29d8\", \"49f062c4-d542-432b-94aa-68cf4e792015\", \"63873934-33b8-4d98-a5a4-d235c5e08fc3\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.283}}]\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 with a overall quantity of sessions that is higher than 8 and lower than 3, exclusively 3 and 8 also implement sorting by aver of time using the app per week in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54550\": {\"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\": \"Jakarta\", \"datetimes\": [\"2023-01-19 11:50:49.000000+00:00\", \"2019-07-16 14:49:40.000000+00:00\"], \"session_ids\": [\"bfdd327e-67ac-4c36-9cca-64018104b774\", \"ff7ce06f-2a8c-4ba2-8175-33a4eeb492dd\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 1.924}, \"10686\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-12 07:48:17.000000+00:00\", \"2021-03-05 04:26:51.000000+00:00\"], \"session_ids\": [\"4923c45f-7a59-4ecd-995b-2938f63d194b\", \"06f31c4b-483b-4c1f-abca-f580472e1e47\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 5.362}, \"71017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-03-31 19:23:08.000000+00:00\", \"2019-07-27 08:43:50.000000+00:00\", \"2022-08-09 09:55:51.000000+00:00\"], \"session_ids\": [\"f7e2f9a1-8c47-45b8-ae68-b549670da6d5\", \"758059cf-7f7a-4bff-ba1d-f0584f03285d\", \"68167863-f210-4ebf-9199-7091b507b990\"], \"total_duration\": 663.0, \"total_sessions\": 3, \"mean_week_duration\": 4.17}, \"10968\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-30 01:56:49.000000+00:00\", \"2019-06-06 00:55:14.000000+00:00\"], \"session_ids\": [\"b64370da-f829-4bb9-8a5d-a55429826878\", \"f78d966d-252f-4cdc-af18-aaff6bcf89b6\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}, \"88906\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-09-13 11:35:41.000000+00:00\", \"2021-03-14 03:59:09.000000+00:00\", \"2023-02-12 01:57:32.000000+00:00\", \"2023-04-09 11:09:05.000000+00:00\", \"2019-05-17 13:05:28.000000+00:00\", \"2019-10-17 13:55:46.000000+00:00\", \"2023-01-29 16:19:11.000000+00:00\"], \"session_ids\": [\"a4f3b4c8-3712-4f57-bc78-78ae7376de24\", \"5476a936-5d8b-4b5a-ad93-2abbabfc7276\", \"34ea0b10-db11-436b-bdcb-274ab9d77288\", \"5fce88da-9e6a-4393-bf4a-27359f6ca9c0\", \"34d8f597-34b5-4bf2-a6db-d668d4c66f9b\", \"a578577f-a0d6-41ae-a3d8-10466ae15f76\", \"271c052a-385d-44df-873a-4a6ae9d29799\"], \"total_duration\": 3169.0, \"total_sessions\": 7, \"mean_week_duration\": 15.534}, \"2853\": {\"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\": \"Tokyo\", \"datetimes\": [\"2022-06-15 07:41:34.000000+00:00\", \"2019-09-11 07:10:14.000000+00:00\", \"2022-08-26 17:25:55.000000+00:00\", \"2019-08-15 09:13:41.000000+00:00\", \"2019-09-01 23:53:49.000000+00:00\", \"2022-01-24 21:56:54.000000+00:00\"], \"session_ids\": [\"726ef8d9-3c8e-42a6-b052-26f62eaf1c8a\", \"dceb381c-6dd8-43e8-a105-87342deb5967\", \"f6aecc1b-92ab-475d-a1e5-8e755cb1af6b\", \"f8348099-f8fd-407c-8925-404a874c9df4\", \"a7446fbe-2699-4492-ae91-9fc314e73a7d\", \"11d09f8f-6dd6-47bc-8b65-2372b4d062e6\"], \"total_duration\": 643.0, \"total_sessions\": 6, \"mean_week_duration\": 4.044}, \"50308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-08-26 19:17:31.000000+00:00\", \"2022-09-10 21:15:03.000000+00:00\"], \"session_ids\": [\"c1e68a94-c353-48bb-be18-86814eeb5f69\", \"fd49b502-06b3-4f61-baa4-68a42306fbe1\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.589}, \"28452\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-02-15 16:23:47.000000+00:00\", \"2022-04-01 06:15:37.000000+00:00\"], \"session_ids\": [\"00fcb758-2c96-4ce6-ab10-e6787ac3c881\", \"72521b5d-659d-48f8-835e-c154cfaf137e\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 25.429}, \"45372\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-05-03 21:57:56.000000+00:00\", \"2022-04-12 18:48:35.000000+00:00\"], \"session_ids\": [\"09ffefd9-8248-4a51-a3e3-518ae2874607\", \"8491d334-5d4d-4b4b-9758-3c4781c46a1a\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 2.939}, \"76002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-09-12 02:08:14.000000+00:00\", \"2022-02-21 23:24:10.000000+00:00\", \"2019-06-17 18:58:54.000000+00:00\", \"2022-07-09 01:43:59.000000+00:00\", \"2022-04-28 15:05:03.000000+00:00\", \"2019-09-29 00:17:45.000000+00:00\"], \"session_ids\": [\"eda5e58f-33ab-415a-822e-683eebc826c4\", \"ca25729f-bfe5-4e3a-bb37-e335475ccb16\", \"b853591c-1bfe-4a2d-8d09-11c1e3f44bd7\", \"de75a82c-0d0f-4a03-a811-7981e9342bf1\", \"42298cde-1059-4220-8e20-bf0909747154\", \"a0ed76f2-c244-4cad-ae3f-7d8517f745f9\"], \"total_duration\": 440.0, \"total_sessions\": 6, \"mean_week_duration\": 2.604}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 3 and are greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[3, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54550\": {\"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\": \"Jakarta\", \"datetimes\": [\"2023-01-19 11:50:49.000000+00:00\", \"2019-07-16 14:49:40.000000+00:00\"], \"session_ids\": [\"bfdd327e-67ac-4c36-9cca-64018104b774\", \"ff7ce06f-2a8c-4ba2-8175-33a4eeb492dd\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 1.924}, \"10686\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-12 07:48:17.000000+00:00\", \"2021-03-05 04:26:51.000000+00:00\"], \"session_ids\": [\"4923c45f-7a59-4ecd-995b-2938f63d194b\", \"06f31c4b-483b-4c1f-abca-f580472e1e47\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 5.362}, \"10968\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-30 01:56:49.000000+00:00\", \"2019-06-06 00:55:14.000000+00:00\"], \"session_ids\": [\"b64370da-f829-4bb9-8a5d-a55429826878\", \"f78d966d-252f-4cdc-af18-aaff6bcf89b6\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}, \"50308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-08-26 19:17:31.000000+00:00\", \"2022-09-10 21:15:03.000000+00:00\"], \"session_ids\": [\"c1e68a94-c353-48bb-be18-86814eeb5f69\", \"fd49b502-06b3-4f61-baa4-68a42306fbe1\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.589}, \"28452\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-02-15 16:23:47.000000+00:00\", \"2022-04-01 06:15:37.000000+00:00\"], \"session_ids\": [\"00fcb758-2c96-4ce6-ab10-e6787ac3c881\", \"72521b5d-659d-48f8-835e-c154cfaf137e\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 25.429}, \"45372\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-05-03 21:57:56.000000+00:00\", \"2022-04-12 18:48:35.000000+00:00\"], \"session_ids\": [\"09ffefd9-8248-4a51-a3e3-518ae2874607\", \"8491d334-5d4d-4b4b-9758-3c4781c46a1a\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 2.939}}\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[{\"50308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-08-26 19:17:31.000000+00:00\", \"2022-09-10 21:15:03.000000+00:00\"], \"session_ids\": [\"c1e68a94-c353-48bb-be18-86814eeb5f69\", \"fd49b502-06b3-4f61-baa4-68a42306fbe1\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.589}}, {\"54550\": {\"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\": \"Jakarta\", \"datetimes\": [\"2023-01-19 11:50:49.000000+00:00\", \"2019-07-16 14:49:40.000000+00:00\"], \"session_ids\": [\"bfdd327e-67ac-4c36-9cca-64018104b774\", \"ff7ce06f-2a8c-4ba2-8175-33a4eeb492dd\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 1.924}}, {\"45372\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-05-03 21:57:56.000000+00:00\", \"2022-04-12 18:48:35.000000+00:00\"], \"session_ids\": [\"09ffefd9-8248-4a51-a3e3-518ae2874607\", \"8491d334-5d4d-4b4b-9758-3c4781c46a1a\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 2.939}}, {\"10968\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-30 01:56:49.000000+00:00\", \"2019-06-06 00:55:14.000000+00:00\"], \"session_ids\": [\"b64370da-f829-4bb9-8a5d-a55429826878\", \"f78d966d-252f-4cdc-af18-aaff6bcf89b6\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}}, {\"10686\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-12 07:48:17.000000+00:00\", \"2021-03-05 04:26:51.000000+00:00\"], \"session_ids\": [\"4923c45f-7a59-4ecd-995b-2938f63d194b\", \"06f31c4b-483b-4c1f-abca-f580472e1e47\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 5.362}}, {\"28452\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-02-15 16:23:47.000000+00:00\", \"2022-04-01 06:15:37.000000+00:00\"], \"session_ids\": [\"00fcb758-2c96-4ce6-ab10-e6787ac3c881\", \"72521b5d-659d-48f8-835e-c154cfaf137e\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 25.429}}]\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[{\"50308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-08-26 19:17:31.000000+00:00\", \"2022-09-10 21:15:03.000000+00:00\"], \"session_ids\": [\"c1e68a94-c353-48bb-be18-86814eeb5f69\", \"fd49b502-06b3-4f61-baa4-68a42306fbe1\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.589}}, {\"54550\": {\"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\": \"Jakarta\", \"datetimes\": [\"2023-01-19 11:50:49.000000+00:00\", \"2019-07-16 14:49:40.000000+00:00\"], \"session_ids\": [\"bfdd327e-67ac-4c36-9cca-64018104b774\", \"ff7ce06f-2a8c-4ba2-8175-33a4eeb492dd\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 1.924}}, {\"45372\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-05-03 21:57:56.000000+00:00\", \"2022-04-12 18:48:35.000000+00:00\"], \"session_ids\": [\"09ffefd9-8248-4a51-a3e3-518ae2874607\", \"8491d334-5d4d-4b4b-9758-3c4781c46a1a\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 2.939}}, {\"10968\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-30 01:56:49.000000+00:00\", \"2019-06-06 00:55:14.000000+00:00\"], \"session_ids\": [\"b64370da-f829-4bb9-8a5d-a55429826878\", \"f78d966d-252f-4cdc-af18-aaff6bcf89b6\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}}, {\"10686\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-12 07:48:17.000000+00:00\", \"2021-03-05 04:26:51.000000+00:00\"], \"session_ids\": [\"4923c45f-7a59-4ecd-995b-2938f63d194b\", \"06f31c4b-483b-4c1f-abca-f580472e1e47\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 5.362}}, {\"28452\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-02-15 16:23:47.000000+00:00\", \"2022-04-01 06:15:37.000000+00:00\"], \"session_ids\": [\"00fcb758-2c96-4ce6-ab10-e6787ac3c881\", \"72521b5d-659d-48f8-835e-c154cfaf137e\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 25.429}}]\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 whose time using the app is smaller than 3370 and bigger than 1809 (not including) also sort by name of the town descending , moreover get rid of all records, except 4."
}
] |
[
{
"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{\"5269\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-12-10 04:43:11.000000+00:00\", \"2022-08-13 19:55:04.000000+00:00\", \"2021-08-12 11:07:24.000000+00:00\"], \"session_ids\": [\"56e0e0a4-162e-4ff8-96b3-53ef37835102\", \"328cf17b-47a7-4373-a5af-536698347aa5\", \"ebddbf1a-8fd7-43e9-aa21-aef0c9095e29\"], \"total_duration\": 939.0, \"total_sessions\": 3, \"mean_week_duration\": 6.707}, \"19151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-26 21:59:27.000000+00:00\", \"2022-02-18 02:54:57.000000+00:00\"], \"session_ids\": [\"8bce0d25-8ec9-4bf7-a086-d7d2ff5cec0b\", \"9f7bd566-3d78-475b-b3d4-c4ff865712fd\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 2.429}, \"66733\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-31 09:10:28.000000+00:00\", \"2020-07-03 02:23:16.000000+00:00\", \"2019-07-02 18:28:58.000000+00:00\", \"2020-08-30 14:49:14.000000+00:00\"], \"session_ids\": [\"116b23de-b88a-4f2a-a873-9635d04c1bb2\", \"9b89ce25-07a1-4ef0-9c03-8a23f23bdaae\", \"b9819741-bac3-4324-9055-3fde07881f47\", \"f2398d7b-0639-4f43-ab7b-2bc46ad42a60\"], \"total_duration\": 1047.0, \"total_sessions\": 4, \"mean_week_duration\": 17.164}, \"54831\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-29 01:15:06.000000+00:00\", \"2020-05-19 20:23:31.000000+00:00\", \"2020-02-13 10:12:34.000000+00:00\"], \"session_ids\": [\"6e42287a-b889-4ce0-a973-84c29db53842\", \"c5adc49c-b954-427a-82e8-6539a06b4c79\", \"f68aab4c-b6df-4a9b-a0a8-f3d3ae09d791\"], \"total_duration\": 162.0, \"total_sessions\": 3, \"mean_week_duration\": 3.767}, \"34623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-18 15:13:50.000000+00:00\", \"2019-04-12 19:31:31.000000+00:00\", \"2022-10-30 16:13:03.000000+00:00\", \"2023-02-22 21:56:27.000000+00:00\", \"2019-02-27 19:40:11.000000+00:00\", \"2021-06-13 15:45:42.000000+00:00\", \"2022-10-07 01:08:08.000000+00:00\"], \"session_ids\": [\"28433d46-4160-468e-bc5b-c855bbac0125\", \"1391b6cb-8cdb-4c3e-b59d-e6d77c371738\", \"e324b7d1-d6fe-408d-86f8-2505cb6c2a92\", \"0920ac06-b6e4-407e-a1c7-daa758703e73\", \"665a7fb0-6183-4a4e-93ba-8cc1b1ddab05\", \"7f294836-96ea-491f-8277-fa0b796203a6\", \"0ded14bb-7a86-40c8-b37a-f62888fabf53\"], \"total_duration\": 623.0, \"total_sessions\": 7, \"mean_week_duration\": 2.995}, \"27815\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-12 18:09:28.000000+00:00\", \"2019-05-22 22:46:59.000000+00:00\"], \"session_ids\": [\"3bbce06e-e458-4ee0-bc52-41a2c7802b88\", \"db5be820-0156-4e65-ae45-38aeabbebc70\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 4.125}, \"87751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-01-21 15:07:40.000000+00:00\", \"2020-01-08 04:36:27.000000+00:00\"], \"session_ids\": [\"097ff4d9-7d2d-48e5-a461-061882c39c7c\", \"dfe6e614-5164-4cbf-953f-c4a0da920d63\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 4.431}, \"74737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-25 08:55:26.000000+00:00\", \"2023-01-22 09:42:58.000000+00:00\", \"2021-11-29 05:00:46.000000+00:00\", \"2021-10-03 03:31:35.000000+00:00\"], \"session_ids\": [\"f3e63c69-4e15-4ea5-94fa-b3a82952e86f\", \"f79272f4-24f1-4125-9f20-2b190f33e09b\", \"a849bdc1-e2b0-492d-ba54-e285397f06d5\", \"f6c7f547-b16b-42b3-8680-88bf8d3e4c0c\"], \"total_duration\": 938.0, \"total_sessions\": 4, \"mean_week_duration\": 5.975}, \"78691\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-10-24 17:37:35.000000+00:00\", \"2019-01-13 07:55:02.000000+00:00\"], \"session_ids\": [\"e3fb7e55-c1c1-47a6-b03f-1a36e0a973a0\", \"0c6648bf-6f1e-4214-97ee-ea6b38ec89a2\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}, \"68165\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-22 17:53:05.000000+00:00\", \"2019-09-28 05:02:53.000000+00:00\"], \"session_ids\": [\"cdc466b1-ad05-49dd-be84-7af82d7fc09e\", \"908fdb54-56c0-4ab4-a94d-bec3b51206a4\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.218}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1809 and are equal or less than 3370"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1809, 3370]]}}}\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": "Provide me with information about user whose site usage time is smaller than 2058 (not including) and carry out sorting by time using the app per week 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{\"5924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-21 08:42:33.000000+00:00\", \"2020-10-29 03:20:08.000000+00:00\"], \"session_ids\": [\"da3b575e-dee1-4ce1-b6a7-8ef2268865c1\", \"78ea07f0-fa3e-4c4c-9b56-daeaad99164d\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 2.627}, \"8125\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-01-06 17:24:04.000000+00:00\", \"2023-04-28 10:55:30.000000+00:00\"], \"session_ids\": [\"b65ae209-f6f3-4c52-a396-14c35aacb6e9\", \"34036057-cdcb-4aa4-8772-3e0bec107efa\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.347}, \"19587\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-06-05 21:44:19.000000+00:00\", \"2022-02-18 23:32:05.000000+00:00\", \"2023-02-04 20:32:31.000000+00:00\", \"2023-02-05 13:10:08.000000+00:00\"], \"session_ids\": [\"ac213b0a-8889-4ac9-9eb3-ce6e7045ee13\", \"9e827449-f9e4-480b-b228-b2550410dbac\", \"c092f6c2-51c1-4a7e-9eee-61139fe5f3fe\", \"4f025dd3-212f-4f69-9ef3-74fc8c3538db\"], \"total_duration\": 540.0, \"total_sessions\": 4, \"mean_week_duration\": 6.207}, \"11187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-29 19:07:29.000000+00:00\", \"2022-03-11 12:42:54.000000+00:00\"], \"session_ids\": [\"d7d5301e-2585-4837-8640-57cd5893acbf\", \"a2306c2d-b27f-4ed9-8a49-1d12d8ae9858\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 6.733}, \"8428\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-18 21:07:22.000000+00:00\", \"2021-11-15 00:47:34.000000+00:00\"], \"session_ids\": [\"df01ce04-1e84-4f34-bf86-998e3efc998b\", \"32b3df78-ce60-4ee3-9e8a-37c03018c716\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 5.962}, \"34454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-25 10:35:56.000000+00:00\", \"2021-05-31 16:38:29.000000+00:00\", \"2021-04-20 04:52:49.000000+00:00\"], \"session_ids\": [\"bcb939ca-8af5-4c9e-91af-7b1c47e4222c\", \"d598bc7f-1430-45ad-a647-d7c855573445\", \"176b14d0-9222-48f4-a672-99d288b7fce0\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 2.536}, \"6321\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-22 01:54:40.000000+00:00\", \"2022-05-08 18:56:41.000000+00:00\", \"2023-03-29 00:10:28.000000+00:00\", \"2023-03-29 15:26:47.000000+00:00\", \"2022-05-20 05:53:18.000000+00:00\", \"2022-07-29 16:33:21.000000+00:00\", \"2021-10-09 19:05:38.000000+00:00\", \"2023-04-04 05:28:09.000000+00:00\", \"2020-10-10 04:49:26.000000+00:00\"], \"session_ids\": [\"8cfa4a01-ec97-4b36-9e6f-9dd7f5e62eb2\", \"c28e3d4d-339f-441b-87b7-dcf2d76771a9\", \"d77230ab-85e3-4973-b41b-3d03611924de\", \"c948a23c-7883-4878-8de6-54856ce61468\", \"6c2038f2-f678-4c45-9c21-323a66a69b4b\", \"ce98f342-fd53-4236-8dd0-6886131c2b5d\", \"b170fa1e-062c-46d6-9462-6dc0a49feb75\", \"34f7e1a7-b2fd-4783-a3c3-14ca45753834\", \"cd765366-3df6-45a8-8e36-c2c609b2faf4\"], \"total_duration\": 3046.0, \"total_sessions\": 9, \"mean_week_duration\": 23.431}, \"30261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-17 00:50:29.000000+00:00\", \"2023-03-21 09:54:41.000000+00:00\", \"2021-12-24 13:48:25.000000+00:00\", \"2022-08-12 06:44:32.000000+00:00\", \"2021-02-15 04:54:32.000000+00:00\"], \"session_ids\": [\"affb7741-2766-4860-b7f9-e11ef4dcea62\", \"2ad3c580-5c87-41ff-88c5-220cf8687b0f\", \"d0ab29d8-8999-4c0d-98c3-15b13952b9dd\", \"a5464b19-91fd-450b-8ed0-8833e6e7828c\", \"15324537-d64f-4700-abcb-cf1b27546985\"], \"total_duration\": 928.0, \"total_sessions\": 5, \"mean_week_duration\": 4.833}, \"57038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-30 00:27:16.000000+00:00\", \"2023-01-12 11:47:09.000000+00:00\"], \"session_ids\": [\"6670a261-6417-4a20-9a8e-d21355c6cb68\", \"e6f46d50-f76d-4786-8806-3e0f47667c28\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 1.455}, \"60388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-11-23 10:05:20.000000+00:00\", \"2021-11-21 00:44:41.000000+00:00\", \"2020-07-05 09:34:09.000000+00:00\"], \"session_ids\": [\"0faf412e-859e-4830-b912-e8579c88ed4c\", \"c5763395-47e4-4f34-b134-c69f33ce7c13\", \"84d02282-732f-4206-9397-b9e6a2216632\"], \"total_duration\": 563.0, \"total_sessions\": 3, \"mean_week_duration\": 5.413}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 2058"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[2058, 3357]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-21 08:42:33.000000+00:00\", \"2020-10-29 03:20:08.000000+00:00\"], \"session_ids\": [\"da3b575e-dee1-4ce1-b6a7-8ef2268865c1\", \"78ea07f0-fa3e-4c4c-9b56-daeaad99164d\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 2.627}, \"8125\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-01-06 17:24:04.000000+00:00\", \"2023-04-28 10:55:30.000000+00:00\"], \"session_ids\": [\"b65ae209-f6f3-4c52-a396-14c35aacb6e9\", \"34036057-cdcb-4aa4-8772-3e0bec107efa\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.347}, \"19587\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-06-05 21:44:19.000000+00:00\", \"2022-02-18 23:32:05.000000+00:00\", \"2023-02-04 20:32:31.000000+00:00\", \"2023-02-05 13:10:08.000000+00:00\"], \"session_ids\": [\"ac213b0a-8889-4ac9-9eb3-ce6e7045ee13\", \"9e827449-f9e4-480b-b228-b2550410dbac\", \"c092f6c2-51c1-4a7e-9eee-61139fe5f3fe\", \"4f025dd3-212f-4f69-9ef3-74fc8c3538db\"], \"total_duration\": 540.0, \"total_sessions\": 4, \"mean_week_duration\": 6.207}, \"11187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-29 19:07:29.000000+00:00\", \"2022-03-11 12:42:54.000000+00:00\"], \"session_ids\": [\"d7d5301e-2585-4837-8640-57cd5893acbf\", \"a2306c2d-b27f-4ed9-8a49-1d12d8ae9858\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 6.733}, \"8428\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-18 21:07:22.000000+00:00\", \"2021-11-15 00:47:34.000000+00:00\"], \"session_ids\": [\"df01ce04-1e84-4f34-bf86-998e3efc998b\", \"32b3df78-ce60-4ee3-9e8a-37c03018c716\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 5.962}, \"34454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-25 10:35:56.000000+00:00\", \"2021-05-31 16:38:29.000000+00:00\", \"2021-04-20 04:52:49.000000+00:00\"], \"session_ids\": [\"bcb939ca-8af5-4c9e-91af-7b1c47e4222c\", \"d598bc7f-1430-45ad-a647-d7c855573445\", \"176b14d0-9222-48f4-a672-99d288b7fce0\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 2.536}, \"30261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-17 00:50:29.000000+00:00\", \"2023-03-21 09:54:41.000000+00:00\", \"2021-12-24 13:48:25.000000+00:00\", \"2022-08-12 06:44:32.000000+00:00\", \"2021-02-15 04:54:32.000000+00:00\"], \"session_ids\": [\"affb7741-2766-4860-b7f9-e11ef4dcea62\", \"2ad3c580-5c87-41ff-88c5-220cf8687b0f\", \"d0ab29d8-8999-4c0d-98c3-15b13952b9dd\", \"a5464b19-91fd-450b-8ed0-8833e6e7828c\", \"15324537-d64f-4700-abcb-cf1b27546985\"], \"total_duration\": 928.0, \"total_sessions\": 5, \"mean_week_duration\": 4.833}, \"57038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-30 00:27:16.000000+00:00\", \"2023-01-12 11:47:09.000000+00:00\"], \"session_ids\": [\"6670a261-6417-4a20-9a8e-d21355c6cb68\", \"e6f46d50-f76d-4786-8806-3e0f47667c28\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 1.455}, \"60388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-11-23 10:05:20.000000+00:00\", \"2021-11-21 00:44:41.000000+00:00\", \"2020-07-05 09:34:09.000000+00:00\"], \"session_ids\": [\"0faf412e-859e-4830-b912-e8579c88ed4c\", \"c5763395-47e4-4f34-b134-c69f33ce7c13\", \"84d02282-732f-4206-9397-b9e6a2216632\"], \"total_duration\": 563.0, \"total_sessions\": 3, \"mean_week_duration\": 5.413}}\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[{\"11187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-29 19:07:29.000000+00:00\", \"2022-03-11 12:42:54.000000+00:00\"], \"session_ids\": [\"d7d5301e-2585-4837-8640-57cd5893acbf\", \"a2306c2d-b27f-4ed9-8a49-1d12d8ae9858\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 6.733}}, {\"19587\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-06-05 21:44:19.000000+00:00\", \"2022-02-18 23:32:05.000000+00:00\", \"2023-02-04 20:32:31.000000+00:00\", \"2023-02-05 13:10:08.000000+00:00\"], \"session_ids\": [\"ac213b0a-8889-4ac9-9eb3-ce6e7045ee13\", \"9e827449-f9e4-480b-b228-b2550410dbac\", \"c092f6c2-51c1-4a7e-9eee-61139fe5f3fe\", \"4f025dd3-212f-4f69-9ef3-74fc8c3538db\"], \"total_duration\": 540.0, \"total_sessions\": 4, \"mean_week_duration\": 6.207}}, {\"8428\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-18 21:07:22.000000+00:00\", \"2021-11-15 00:47:34.000000+00:00\"], \"session_ids\": [\"df01ce04-1e84-4f34-bf86-998e3efc998b\", \"32b3df78-ce60-4ee3-9e8a-37c03018c716\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 5.962}}, {\"60388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-11-23 10:05:20.000000+00:00\", \"2021-11-21 00:44:41.000000+00:00\", \"2020-07-05 09:34:09.000000+00:00\"], \"session_ids\": [\"0faf412e-859e-4830-b912-e8579c88ed4c\", \"c5763395-47e4-4f34-b134-c69f33ce7c13\", \"84d02282-732f-4206-9397-b9e6a2216632\"], \"total_duration\": 563.0, \"total_sessions\": 3, \"mean_week_duration\": 5.413}}, {\"30261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-17 00:50:29.000000+00:00\", \"2023-03-21 09:54:41.000000+00:00\", \"2021-12-24 13:48:25.000000+00:00\", \"2022-08-12 06:44:32.000000+00:00\", \"2021-02-15 04:54:32.000000+00:00\"], \"session_ids\": [\"affb7741-2766-4860-b7f9-e11ef4dcea62\", \"2ad3c580-5c87-41ff-88c5-220cf8687b0f\", \"d0ab29d8-8999-4c0d-98c3-15b13952b9dd\", \"a5464b19-91fd-450b-8ed0-8833e6e7828c\", \"15324537-d64f-4700-abcb-cf1b27546985\"], \"total_duration\": 928.0, \"total_sessions\": 5, \"mean_week_duration\": 4.833}}, {\"5924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-21 08:42:33.000000+00:00\", \"2020-10-29 03:20:08.000000+00:00\"], \"session_ids\": [\"da3b575e-dee1-4ce1-b6a7-8ef2268865c1\", \"78ea07f0-fa3e-4c4c-9b56-daeaad99164d\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 2.627}}, {\"34454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-25 10:35:56.000000+00:00\", \"2021-05-31 16:38:29.000000+00:00\", \"2021-04-20 04:52:49.000000+00:00\"], \"session_ids\": [\"bcb939ca-8af5-4c9e-91af-7b1c47e4222c\", \"d598bc7f-1430-45ad-a647-d7c855573445\", \"176b14d0-9222-48f4-a672-99d288b7fce0\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 2.536}}, {\"8125\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-01-06 17:24:04.000000+00:00\", \"2023-04-28 10:55:30.000000+00:00\"], \"session_ids\": [\"b65ae209-f6f3-4c52-a396-14c35aacb6e9\", \"34036057-cdcb-4aa4-8772-3e0bec107efa\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.347}}, {\"57038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-30 00:27:16.000000+00:00\", \"2023-01-12 11:47:09.000000+00:00\"], \"session_ids\": [\"6670a261-6417-4a20-9a8e-d21355c6cb68\", \"e6f46d50-f76d-4786-8806-3e0f47667c28\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 1.455}}]\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[{\"11187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-29 19:07:29.000000+00:00\", \"2022-03-11 12:42:54.000000+00:00\"], \"session_ids\": [\"d7d5301e-2585-4837-8640-57cd5893acbf\", \"a2306c2d-b27f-4ed9-8a49-1d12d8ae9858\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 6.733}}]\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[{\"11187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-29 19:07:29.000000+00:00\", \"2022-03-11 12:42:54.000000+00:00\"], \"session_ids\": [\"d7d5301e-2585-4837-8640-57cd5893acbf\", \"a2306c2d-b27f-4ed9-8a49-1d12d8ae9858\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 6.733}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users with a number of sessions that is higher than 2 and lower than 5 , moreover carry out sorting by total_sessions from the smallest to the largest."
}
] |
[
{
"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{\"2739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-08-15 11:10:46.000000+00:00\", \"2023-03-08 02:21:53.000000+00:00\", \"2020-04-22 03:12:04.000000+00:00\"], \"session_ids\": [\"b4532d06-1192-4609-a798-abf26dc086f8\", \"82e8bcc1-f377-4c01-8454-30f4869ff9d4\", \"b01e6848-a4dc-4d8f-95f0-611c834c08e9\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 1.147}, \"20096\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-15 23:30:40.000000+00:00\", \"2020-12-05 12:35:10.000000+00:00\", \"2021-05-13 09:08:33.000000+00:00\", \"2022-05-28 16:32:29.000000+00:00\", \"2023-02-07 22:41:21.000000+00:00\", \"2019-03-20 08:06:23.000000+00:00\", \"2019-02-05 18:12:36.000000+00:00\", \"2019-06-05 22:43:46.000000+00:00\", \"2020-11-05 14:30:54.000000+00:00\"], \"session_ids\": [\"d991a0de-474f-4906-ac71-99ba0bb412b2\", \"bad0836d-ae46-472e-83d2-524eb820c3c8\", \"1f704bde-31cb-4099-ad1e-636de79bfef4\", \"7db83255-7f92-4586-8df7-7bf55e1af702\", \"5fad2bf1-a193-4cad-9e13-0b2c5b962e5c\", \"15f1abf2-e770-4e90-b712-33dc29f49381\", \"ca64a9a3-7b0c-4c2f-ad8c-062b88403f09\", \"89a8c318-3bcb-4102-8953-8cabf93dc251\", \"3e435660-1c07-4671-841d-12266634ab4c\"], \"total_duration\": 25498.0, \"total_sessions\": 9, \"mean_week_duration\": 122.0}, \"69624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-03 13:26:01.000000+00:00\", \"2020-12-15 16:07:40.000000+00:00\", \"2021-03-23 03:59:10.000000+00:00\", \"2021-07-24 23:57:02.000000+00:00\", \"2019-03-21 08:44:42.000000+00:00\", \"2019-09-12 00:49:51.000000+00:00\"], \"session_ids\": [\"2bfbe579-bb21-46f9-9329-cfdbb89c3460\", \"e7707d96-8a90-4d0d-8396-0cef4fb8a6b9\", \"c77645a3-a7d2-4648-a8c3-79e72631add6\", \"0d7811ec-59db-4192-bc7f-7ad47e6f3b50\", \"d7576d62-4967-45bc-bfe7-573579aa97ef\", \"472ab0b0-5230-470d-94af-f41104fac6c5\"], \"total_duration\": 194.0, \"total_sessions\": 6, \"mean_week_duration\": 1.577}, \"22061\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-05-11 18:11:56.000000+00:00\", \"2020-05-26 14:09:49.000000+00:00\", \"2021-03-18 10:41:48.000000+00:00\", \"2020-10-24 18:42:23.000000+00:00\", \"2021-04-03 11:24:27.000000+00:00\"], \"session_ids\": [\"7556d7ef-191d-4e92-acdf-d53ae6e986dd\", \"d4440463-da69-4457-a965-70ef6236036e\", \"142245b1-644e-4da1-8e4a-37fdb12d68a0\", \"23d8eef5-9bf6-4f10-9c77-b5785fe77253\", \"f2e158d3-9178-4b47-983b-690fca5ce319\"], \"total_duration\": 1803.0, \"total_sessions\": 5, \"mean_week_duration\": 18.212}, \"40851\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-03-15 14:19:11.000000+00:00\", \"2022-06-25 07:58:00.000000+00:00\"], \"session_ids\": [\"f877de67-0f4e-47e4-bbcc-c3f7bb380a86\", \"fb90230a-aa3f-4973-b535-e0300575f02a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 1.133}, \"63065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-18 19:45:15.000000+00:00\", \"2019-06-11 04:52:06.000000+00:00\"], \"session_ids\": [\"40f89403-9a3f-4808-82b0-751bbef62377\", \"986d9186-37d0-4b00-bae0-4845e874180a\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.992}, \"28847\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-17 08:47:07.000000+00:00\", \"2019-08-19 21:14:29.000000+00:00\"], \"session_ids\": [\"d77dcdd0-a78c-4836-8fc4-a5cc94b3d052\", \"8a88a072-0a52-4162-9672-013794b60d97\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 5.069}, \"38453\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-05 23:26:29.000000+00:00\", \"2021-07-31 16:46:09.000000+00:00\"], \"session_ids\": [\"35cb25da-c896-444e-9ff5-9dbb65216a46\", \"d6ab1dd2-cb28-4dbd-9e01-93df971425fa\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 3.889}, \"89188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-20 07:57:46.000000+00:00\", \"2020-03-23 23:30:09.000000+00:00\"], \"session_ids\": [\"40450a57-6033-4d9d-afc5-c9c365a58751\", \"ef8d9f39-24cb-496d-98fd-73c6350514ae\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.264}, \"24955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-07-07 22:00:38.000000+00:00\", \"2021-09-12 14:05:35.000000+00:00\", \"2019-02-06 16:06:30.000000+00:00\"], \"session_ids\": [\"17a8dfcf-783b-407c-8f16-5b84b2ee8c2f\", \"0820dec8-4f11-4096-81be-641df38d3c37\", \"a5ca7998-e4a8-4861-b91a-d20e82c9bca0\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.151}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 2 and are equal or less 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{\"2739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-08-15 11:10:46.000000+00:00\", \"2023-03-08 02:21:53.000000+00:00\", \"2020-04-22 03:12:04.000000+00:00\"], \"session_ids\": [\"b4532d06-1192-4609-a798-abf26dc086f8\", \"82e8bcc1-f377-4c01-8454-30f4869ff9d4\", \"b01e6848-a4dc-4d8f-95f0-611c834c08e9\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 1.147}, \"22061\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-05-11 18:11:56.000000+00:00\", \"2020-05-26 14:09:49.000000+00:00\", \"2021-03-18 10:41:48.000000+00:00\", \"2020-10-24 18:42:23.000000+00:00\", \"2021-04-03 11:24:27.000000+00:00\"], \"session_ids\": [\"7556d7ef-191d-4e92-acdf-d53ae6e986dd\", \"d4440463-da69-4457-a965-70ef6236036e\", \"142245b1-644e-4da1-8e4a-37fdb12d68a0\", \"23d8eef5-9bf6-4f10-9c77-b5785fe77253\", \"f2e158d3-9178-4b47-983b-690fca5ce319\"], \"total_duration\": 1803.0, \"total_sessions\": 5, \"mean_week_duration\": 18.212}, \"40851\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-03-15 14:19:11.000000+00:00\", \"2022-06-25 07:58:00.000000+00:00\"], \"session_ids\": [\"f877de67-0f4e-47e4-bbcc-c3f7bb380a86\", \"fb90230a-aa3f-4973-b535-e0300575f02a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 1.133}, \"63065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-18 19:45:15.000000+00:00\", \"2019-06-11 04:52:06.000000+00:00\"], \"session_ids\": [\"40f89403-9a3f-4808-82b0-751bbef62377\", \"986d9186-37d0-4b00-bae0-4845e874180a\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.992}, \"28847\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-17 08:47:07.000000+00:00\", \"2019-08-19 21:14:29.000000+00:00\"], \"session_ids\": [\"d77dcdd0-a78c-4836-8fc4-a5cc94b3d052\", \"8a88a072-0a52-4162-9672-013794b60d97\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 5.069}, \"38453\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-05 23:26:29.000000+00:00\", \"2021-07-31 16:46:09.000000+00:00\"], \"session_ids\": [\"35cb25da-c896-444e-9ff5-9dbb65216a46\", \"d6ab1dd2-cb28-4dbd-9e01-93df971425fa\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 3.889}, \"89188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-20 07:57:46.000000+00:00\", \"2020-03-23 23:30:09.000000+00:00\"], \"session_ids\": [\"40450a57-6033-4d9d-afc5-c9c365a58751\", \"ef8d9f39-24cb-496d-98fd-73c6350514ae\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.264}, \"24955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-07-07 22:00:38.000000+00:00\", \"2021-09-12 14:05:35.000000+00:00\", \"2019-02-06 16:06:30.000000+00:00\"], \"session_ids\": [\"17a8dfcf-783b-407c-8f16-5b84b2ee8c2f\", \"0820dec8-4f11-4096-81be-641df38d3c37\", \"a5ca7998-e4a8-4861-b91a-d20e82c9bca0\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.151}}\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[{\"40851\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-03-15 14:19:11.000000+00:00\", \"2022-06-25 07:58:00.000000+00:00\"], \"session_ids\": [\"f877de67-0f4e-47e4-bbcc-c3f7bb380a86\", \"fb90230a-aa3f-4973-b535-e0300575f02a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 1.133}}, {\"63065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-18 19:45:15.000000+00:00\", \"2019-06-11 04:52:06.000000+00:00\"], \"session_ids\": [\"40f89403-9a3f-4808-82b0-751bbef62377\", \"986d9186-37d0-4b00-bae0-4845e874180a\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.992}}, {\"28847\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-17 08:47:07.000000+00:00\", \"2019-08-19 21:14:29.000000+00:00\"], \"session_ids\": [\"d77dcdd0-a78c-4836-8fc4-a5cc94b3d052\", \"8a88a072-0a52-4162-9672-013794b60d97\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 5.069}}, {\"38453\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-05 23:26:29.000000+00:00\", \"2021-07-31 16:46:09.000000+00:00\"], \"session_ids\": [\"35cb25da-c896-444e-9ff5-9dbb65216a46\", \"d6ab1dd2-cb28-4dbd-9e01-93df971425fa\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 3.889}}, {\"89188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-20 07:57:46.000000+00:00\", \"2020-03-23 23:30:09.000000+00:00\"], \"session_ids\": [\"40450a57-6033-4d9d-afc5-c9c365a58751\", \"ef8d9f39-24cb-496d-98fd-73c6350514ae\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.264}}, {\"2739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-08-15 11:10:46.000000+00:00\", \"2023-03-08 02:21:53.000000+00:00\", \"2020-04-22 03:12:04.000000+00:00\"], \"session_ids\": [\"b4532d06-1192-4609-a798-abf26dc086f8\", \"82e8bcc1-f377-4c01-8454-30f4869ff9d4\", \"b01e6848-a4dc-4d8f-95f0-611c834c08e9\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 1.147}}, {\"24955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-07-07 22:00:38.000000+00:00\", \"2021-09-12 14:05:35.000000+00:00\", \"2019-02-06 16:06:30.000000+00:00\"], \"session_ids\": [\"17a8dfcf-783b-407c-8f16-5b84b2ee8c2f\", \"0820dec8-4f11-4096-81be-641df38d3c37\", \"a5ca7998-e4a8-4861-b91a-d20e82c9bca0\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.151}}, {\"22061\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-05-11 18:11:56.000000+00:00\", \"2020-05-26 14:09:49.000000+00:00\", \"2021-03-18 10:41:48.000000+00:00\", \"2020-10-24 18:42:23.000000+00:00\", \"2021-04-03 11:24:27.000000+00:00\"], \"session_ids\": [\"7556d7ef-191d-4e92-acdf-d53ae6e986dd\", \"d4440463-da69-4457-a965-70ef6236036e\", \"142245b1-644e-4da1-8e4a-37fdb12d68a0\", \"23d8eef5-9bf6-4f10-9c77-b5785fe77253\", \"f2e158d3-9178-4b47-983b-690fca5ce319\"], \"total_duration\": 1803.0, \"total_sessions\": 5, \"mean_week_duration\": 18.212}}]\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[{\"40851\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-03-15 14:19:11.000000+00:00\", \"2022-06-25 07:58:00.000000+00:00\"], \"session_ids\": [\"f877de67-0f4e-47e4-bbcc-c3f7bb380a86\", \"fb90230a-aa3f-4973-b535-e0300575f02a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 1.133}}, {\"63065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-18 19:45:15.000000+00:00\", \"2019-06-11 04:52:06.000000+00:00\"], \"session_ids\": [\"40f89403-9a3f-4808-82b0-751bbef62377\", \"986d9186-37d0-4b00-bae0-4845e874180a\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.992}}, {\"28847\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-17 08:47:07.000000+00:00\", \"2019-08-19 21:14:29.000000+00:00\"], \"session_ids\": [\"d77dcdd0-a78c-4836-8fc4-a5cc94b3d052\", \"8a88a072-0a52-4162-9672-013794b60d97\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 5.069}}, {\"38453\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-05 23:26:29.000000+00:00\", \"2021-07-31 16:46:09.000000+00:00\"], \"session_ids\": [\"35cb25da-c896-444e-9ff5-9dbb65216a46\", \"d6ab1dd2-cb28-4dbd-9e01-93df971425fa\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 3.889}}, {\"89188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-20 07:57:46.000000+00:00\", \"2020-03-23 23:30:09.000000+00:00\"], \"session_ids\": [\"40450a57-6033-4d9d-afc5-c9c365a58751\", \"ef8d9f39-24cb-496d-98fd-73c6350514ae\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.264}}, {\"2739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-08-15 11:10:46.000000+00:00\", \"2023-03-08 02:21:53.000000+00:00\", \"2020-04-22 03:12:04.000000+00:00\"], \"session_ids\": [\"b4532d06-1192-4609-a798-abf26dc086f8\", \"82e8bcc1-f377-4c01-8454-30f4869ff9d4\", \"b01e6848-a4dc-4d8f-95f0-611c834c08e9\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 1.147}}, {\"24955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-07-07 22:00:38.000000+00:00\", \"2021-09-12 14:05:35.000000+00:00\", \"2019-02-06 16:06:30.000000+00:00\"], \"session_ids\": [\"17a8dfcf-783b-407c-8f16-5b84b2ee8c2f\", \"0820dec8-4f11-4096-81be-641df38d3c37\", \"a5ca7998-e4a8-4861-b91a-d20e82c9bca0\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.151}}, {\"22061\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-05-11 18:11:56.000000+00:00\", \"2020-05-26 14:09:49.000000+00:00\", \"2021-03-18 10:41:48.000000+00:00\", \"2020-10-24 18:42:23.000000+00:00\", \"2021-04-03 11:24:27.000000+00:00\"], \"session_ids\": [\"7556d7ef-191d-4e92-acdf-d53ae6e986dd\", \"d4440463-da69-4457-a965-70ef6236036e\", \"142245b1-644e-4da1-8e4a-37fdb12d68a0\", \"23d8eef5-9bf6-4f10-9c77-b5785fe77253\", \"f2e158d3-9178-4b47-983b-690fca5ce319\"], \"total_duration\": 1803.0, \"total_sessions\": 5, \"mean_week_duration\": 18.212}}]\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 user whose time in app is greater than 4867 and less than 1361 (not including) additionaly implement sorting by median of duration of sessions per week 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{\"1828\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-01 06:47:10.000000+00:00\", \"2020-10-18 03:36:38.000000+00:00\"], \"session_ids\": [\"c68e29d4-fc46-4a18-a316-22c8708fb8b4\", \"6925f3a7-004c-4d01-b609-3322b4620692\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 9.568}, \"50136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-04-23 20:09:13.000000+00:00\", \"2019-05-10 22:49:30.000000+00:00\", \"2019-12-20 01:17:45.000000+00:00\"], \"session_ids\": [\"22963f55-b116-4fb8-b750-d0e96ad15c20\", \"c5b5c0c7-366d-4ea0-9aed-b3c83fb69bfe\", \"3f193cb5-1eb0-4d61-acbd-4d64460a5d2c\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 3.657}, \"62418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-03-17 05:14:36.000000+00:00\", \"2019-03-29 05:51:37.000000+00:00\", \"2022-08-20 01:30:50.000000+00:00\"], \"session_ids\": [\"b7403742-cf3f-430f-b104-b349f2c90d37\", \"bbb52788-f65d-46f2-adfb-9877d8d98964\", \"63586447-94c8-4461-be90-d0afe2b5aaac\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.169}, \"53330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-08 02:04:56.000000+00:00\", \"2019-05-18 10:46:30.000000+00:00\", \"2023-05-27 22:40:41.000000+00:00\", \"2020-12-28 06:07:14.000000+00:00\", \"2023-05-02 10:43:43.000000+00:00\", \"2021-12-17 18:47:36.000000+00:00\", \"2022-10-23 12:40:12.000000+00:00\", \"2022-05-23 01:24:18.000000+00:00\", \"2021-07-26 20:08:58.000000+00:00\", \"2022-05-24 04:33:22.000000+00:00\", \"2020-07-16 17:30:34.000000+00:00\"], \"session_ids\": [\"dc0e41c7-972b-46d0-9498-50a4c31c82a4\", \"fbcea01b-6850-45af-83c7-ca0f6bc0702d\", \"49ecb369-f89f-4910-ade2-37f9b77cbd8d\", \"86ed2ce1-9b67-4e57-8dcb-f0e583714537\", \"45ed3ac8-856f-43af-a9a9-b66631c6ea39\", \"2967fec7-b545-47a5-a29b-93f2516c3d3d\", \"5c143247-95a1-48f6-b5c4-b8743881bae0\", \"1b11bea7-b74a-4bbf-9e15-d6058c714aac\", \"cd181e42-2a1e-4587-9ace-81ea387ba200\", \"2597f973-51a1-4d3f-8480-0b4e01e2a60c\", \"00f51fcd-55d2-43f0-9cb6-6351aae55632\"], \"total_duration\": 150.0, \"total_sessions\": 11, \"mean_week_duration\": 0.714}, \"13413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-19 20:36:45.000000+00:00\", \"2020-05-24 16:28:55.000000+00:00\", \"2022-05-29 04:27:53.000000+00:00\", \"2019-12-09 11:05:16.000000+00:00\", \"2021-08-18 21:21:25.000000+00:00\", \"2022-09-06 12:52:39.000000+00:00\", \"2023-02-16 07:03:58.000000+00:00\", \"2022-04-26 21:24:03.000000+00:00\", \"2022-10-06 03:37:28.000000+00:00\"], \"session_ids\": [\"b4c19107-2ce6-4962-8f51-2c9cc9c9abac\", \"7c91b4c6-ecab-4d4b-9d97-273c0709f605\", \"fd6f8ab4-a040-4e4a-b3b7-f59a3288d6c1\", \"c0d90adb-0959-4e1c-be71-f7bb4deb2c41\", \"9c41bf42-dc59-4150-9838-7d690e11aa7d\", \"27ff3061-488c-4340-be8a-1c7a9481f836\", \"b7a5a127-6c9f-4395-be3b-59fe7e569431\", \"9d9741dc-a67b-4b3e-9ce6-533d586659f1\", \"2d75d960-3506-4a51-9a53-c4ba78e77b10\"], \"total_duration\": 323.0, \"total_sessions\": 9, \"mean_week_duration\": 1.9}, \"50505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-23 04:07:59.000000+00:00\", \"2020-08-02 07:46:24.000000+00:00\"], \"session_ids\": [\"b4628a89-bfa6-497b-af41-f00d58d613df\", \"c981f651-1dc4-44df-9d4f-83455ef3c120\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.188}, \"98533\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-10 09:15:49.000000+00:00\", \"2019-05-06 23:33:59.000000+00:00\"], \"session_ids\": [\"91844939-b7df-4c48-989e-d9a47a2a3215\", \"413cb214-9874-4c3b-9b77-fef10a382783\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}, \"53883\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-18 02:18:33.000000+00:00\", \"2022-10-28 16:56:15.000000+00:00\"], \"session_ids\": [\"56ddeead-bf72-46cf-b1b9-96b3a87d7341\", \"c28b3512-7127-46e6-99f2-6da2eda13eeb\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 4.127}, \"84279\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-07-06 12:02:27.000000+00:00\", \"2022-07-23 15:13:35.000000+00:00\"], \"session_ids\": [\"d46621d5-8a22-4ca2-a551-26f135e0af85\", \"5af5bb0a-da85-4a6d-ace6-99c16d473344\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 13.333}, \"70445\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-26 21:55:46.000000+00:00\", \"2022-05-24 06:11:29.000000+00:00\", \"2023-03-08 05:49:33.000000+00:00\"], \"session_ids\": [\"63e3c74c-d98a-47d0-ae0c-32cdf626c51b\", \"f6d4f877-1713-490b-bc5f-ac30de5896a9\", \"94834612-5cdd-4a8a-9bfc-543ee8c45667\"], \"total_duration\": 740.0, \"total_sessions\": 3, \"mean_week_duration\": 4.205}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 1361 and are equal or greater than 4867"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1361, 4867]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1828\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-01 06:47:10.000000+00:00\", \"2020-10-18 03:36:38.000000+00:00\"], \"session_ids\": [\"c68e29d4-fc46-4a18-a316-22c8708fb8b4\", \"6925f3a7-004c-4d01-b609-3322b4620692\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 9.568}, \"50136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-04-23 20:09:13.000000+00:00\", \"2019-05-10 22:49:30.000000+00:00\", \"2019-12-20 01:17:45.000000+00:00\"], \"session_ids\": [\"22963f55-b116-4fb8-b750-d0e96ad15c20\", \"c5b5c0c7-366d-4ea0-9aed-b3c83fb69bfe\", \"3f193cb5-1eb0-4d61-acbd-4d64460a5d2c\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 3.657}, \"62418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-03-17 05:14:36.000000+00:00\", \"2019-03-29 05:51:37.000000+00:00\", \"2022-08-20 01:30:50.000000+00:00\"], \"session_ids\": [\"b7403742-cf3f-430f-b104-b349f2c90d37\", \"bbb52788-f65d-46f2-adfb-9877d8d98964\", \"63586447-94c8-4461-be90-d0afe2b5aaac\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.169}, \"53330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-08 02:04:56.000000+00:00\", \"2019-05-18 10:46:30.000000+00:00\", \"2023-05-27 22:40:41.000000+00:00\", \"2020-12-28 06:07:14.000000+00:00\", \"2023-05-02 10:43:43.000000+00:00\", \"2021-12-17 18:47:36.000000+00:00\", \"2022-10-23 12:40:12.000000+00:00\", \"2022-05-23 01:24:18.000000+00:00\", \"2021-07-26 20:08:58.000000+00:00\", \"2022-05-24 04:33:22.000000+00:00\", \"2020-07-16 17:30:34.000000+00:00\"], \"session_ids\": [\"dc0e41c7-972b-46d0-9498-50a4c31c82a4\", \"fbcea01b-6850-45af-83c7-ca0f6bc0702d\", \"49ecb369-f89f-4910-ade2-37f9b77cbd8d\", \"86ed2ce1-9b67-4e57-8dcb-f0e583714537\", \"45ed3ac8-856f-43af-a9a9-b66631c6ea39\", \"2967fec7-b545-47a5-a29b-93f2516c3d3d\", \"5c143247-95a1-48f6-b5c4-b8743881bae0\", \"1b11bea7-b74a-4bbf-9e15-d6058c714aac\", \"cd181e42-2a1e-4587-9ace-81ea387ba200\", \"2597f973-51a1-4d3f-8480-0b4e01e2a60c\", \"00f51fcd-55d2-43f0-9cb6-6351aae55632\"], \"total_duration\": 150.0, \"total_sessions\": 11, \"mean_week_duration\": 0.714}, \"13413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-19 20:36:45.000000+00:00\", \"2020-05-24 16:28:55.000000+00:00\", \"2022-05-29 04:27:53.000000+00:00\", \"2019-12-09 11:05:16.000000+00:00\", \"2021-08-18 21:21:25.000000+00:00\", \"2022-09-06 12:52:39.000000+00:00\", \"2023-02-16 07:03:58.000000+00:00\", \"2022-04-26 21:24:03.000000+00:00\", \"2022-10-06 03:37:28.000000+00:00\"], \"session_ids\": [\"b4c19107-2ce6-4962-8f51-2c9cc9c9abac\", \"7c91b4c6-ecab-4d4b-9d97-273c0709f605\", \"fd6f8ab4-a040-4e4a-b3b7-f59a3288d6c1\", \"c0d90adb-0959-4e1c-be71-f7bb4deb2c41\", \"9c41bf42-dc59-4150-9838-7d690e11aa7d\", \"27ff3061-488c-4340-be8a-1c7a9481f836\", \"b7a5a127-6c9f-4395-be3b-59fe7e569431\", \"9d9741dc-a67b-4b3e-9ce6-533d586659f1\", \"2d75d960-3506-4a51-9a53-c4ba78e77b10\"], \"total_duration\": 323.0, \"total_sessions\": 9, \"mean_week_duration\": 1.9}, \"50505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-23 04:07:59.000000+00:00\", \"2020-08-02 07:46:24.000000+00:00\"], \"session_ids\": [\"b4628a89-bfa6-497b-af41-f00d58d613df\", \"c981f651-1dc4-44df-9d4f-83455ef3c120\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.188}, \"98533\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-10 09:15:49.000000+00:00\", \"2019-05-06 23:33:59.000000+00:00\"], \"session_ids\": [\"91844939-b7df-4c48-989e-d9a47a2a3215\", \"413cb214-9874-4c3b-9b77-fef10a382783\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}, \"53883\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-18 02:18:33.000000+00:00\", \"2022-10-28 16:56:15.000000+00:00\"], \"session_ids\": [\"56ddeead-bf72-46cf-b1b9-96b3a87d7341\", \"c28b3512-7127-46e6-99f2-6da2eda13eeb\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 4.127}, \"84279\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-07-06 12:02:27.000000+00:00\", \"2022-07-23 15:13:35.000000+00:00\"], \"session_ids\": [\"d46621d5-8a22-4ca2-a551-26f135e0af85\", \"5af5bb0a-da85-4a6d-ace6-99c16d473344\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 13.333}, \"70445\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-26 21:55:46.000000+00:00\", \"2022-05-24 06:11:29.000000+00:00\", \"2023-03-08 05:49:33.000000+00:00\"], \"session_ids\": [\"63e3c74c-d98a-47d0-ae0c-32cdf626c51b\", \"f6d4f877-1713-490b-bc5f-ac30de5896a9\", \"94834612-5cdd-4a8a-9bfc-543ee8c45667\"], \"total_duration\": 740.0, \"total_sessions\": 3, \"mean_week_duration\": 4.205}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84279\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-07-06 12:02:27.000000+00:00\", \"2022-07-23 15:13:35.000000+00:00\"], \"session_ids\": [\"d46621d5-8a22-4ca2-a551-26f135e0af85\", \"5af5bb0a-da85-4a6d-ace6-99c16d473344\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 13.333}}, {\"1828\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-01 06:47:10.000000+00:00\", \"2020-10-18 03:36:38.000000+00:00\"], \"session_ids\": [\"c68e29d4-fc46-4a18-a316-22c8708fb8b4\", \"6925f3a7-004c-4d01-b609-3322b4620692\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 9.568}}, {\"70445\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-26 21:55:46.000000+00:00\", \"2022-05-24 06:11:29.000000+00:00\", \"2023-03-08 05:49:33.000000+00:00\"], \"session_ids\": [\"63e3c74c-d98a-47d0-ae0c-32cdf626c51b\", \"f6d4f877-1713-490b-bc5f-ac30de5896a9\", \"94834612-5cdd-4a8a-9bfc-543ee8c45667\"], \"total_duration\": 740.0, \"total_sessions\": 3, \"mean_week_duration\": 4.205}}, {\"53883\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-18 02:18:33.000000+00:00\", \"2022-10-28 16:56:15.000000+00:00\"], \"session_ids\": [\"56ddeead-bf72-46cf-b1b9-96b3a87d7341\", \"c28b3512-7127-46e6-99f2-6da2eda13eeb\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 4.127}}, {\"50136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-04-23 20:09:13.000000+00:00\", \"2019-05-10 22:49:30.000000+00:00\", \"2019-12-20 01:17:45.000000+00:00\"], \"session_ids\": [\"22963f55-b116-4fb8-b750-d0e96ad15c20\", \"c5b5c0c7-366d-4ea0-9aed-b3c83fb69bfe\", \"3f193cb5-1eb0-4d61-acbd-4d64460a5d2c\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 3.657}}, {\"13413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-19 20:36:45.000000+00:00\", \"2020-05-24 16:28:55.000000+00:00\", \"2022-05-29 04:27:53.000000+00:00\", \"2019-12-09 11:05:16.000000+00:00\", \"2021-08-18 21:21:25.000000+00:00\", \"2022-09-06 12:52:39.000000+00:00\", \"2023-02-16 07:03:58.000000+00:00\", \"2022-04-26 21:24:03.000000+00:00\", \"2022-10-06 03:37:28.000000+00:00\"], \"session_ids\": [\"b4c19107-2ce6-4962-8f51-2c9cc9c9abac\", \"7c91b4c6-ecab-4d4b-9d97-273c0709f605\", \"fd6f8ab4-a040-4e4a-b3b7-f59a3288d6c1\", \"c0d90adb-0959-4e1c-be71-f7bb4deb2c41\", \"9c41bf42-dc59-4150-9838-7d690e11aa7d\", \"27ff3061-488c-4340-be8a-1c7a9481f836\", \"b7a5a127-6c9f-4395-be3b-59fe7e569431\", \"9d9741dc-a67b-4b3e-9ce6-533d586659f1\", \"2d75d960-3506-4a51-9a53-c4ba78e77b10\"], \"total_duration\": 323.0, \"total_sessions\": 9, \"mean_week_duration\": 1.9}}, {\"98533\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-10 09:15:49.000000+00:00\", \"2019-05-06 23:33:59.000000+00:00\"], \"session_ids\": [\"91844939-b7df-4c48-989e-d9a47a2a3215\", \"413cb214-9874-4c3b-9b77-fef10a382783\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}}, {\"53330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-08 02:04:56.000000+00:00\", \"2019-05-18 10:46:30.000000+00:00\", \"2023-05-27 22:40:41.000000+00:00\", \"2020-12-28 06:07:14.000000+00:00\", \"2023-05-02 10:43:43.000000+00:00\", \"2021-12-17 18:47:36.000000+00:00\", \"2022-10-23 12:40:12.000000+00:00\", \"2022-05-23 01:24:18.000000+00:00\", \"2021-07-26 20:08:58.000000+00:00\", \"2022-05-24 04:33:22.000000+00:00\", \"2020-07-16 17:30:34.000000+00:00\"], \"session_ids\": [\"dc0e41c7-972b-46d0-9498-50a4c31c82a4\", \"fbcea01b-6850-45af-83c7-ca0f6bc0702d\", \"49ecb369-f89f-4910-ade2-37f9b77cbd8d\", \"86ed2ce1-9b67-4e57-8dcb-f0e583714537\", \"45ed3ac8-856f-43af-a9a9-b66631c6ea39\", \"2967fec7-b545-47a5-a29b-93f2516c3d3d\", \"5c143247-95a1-48f6-b5c4-b8743881bae0\", \"1b11bea7-b74a-4bbf-9e15-d6058c714aac\", \"cd181e42-2a1e-4587-9ace-81ea387ba200\", \"2597f973-51a1-4d3f-8480-0b4e01e2a60c\", \"00f51fcd-55d2-43f0-9cb6-6351aae55632\"], \"total_duration\": 150.0, \"total_sessions\": 11, \"mean_week_duration\": 0.714}}, {\"50505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-23 04:07:59.000000+00:00\", \"2020-08-02 07:46:24.000000+00:00\"], \"session_ids\": [\"b4628a89-bfa6-497b-af41-f00d58d613df\", \"c981f651-1dc4-44df-9d4f-83455ef3c120\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.188}}, {\"62418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-03-17 05:14:36.000000+00:00\", \"2019-03-29 05:51:37.000000+00:00\", \"2022-08-20 01:30:50.000000+00:00\"], \"session_ids\": [\"b7403742-cf3f-430f-b104-b349f2c90d37\", \"bbb52788-f65d-46f2-adfb-9877d8d98964\", \"63586447-94c8-4461-be90-d0afe2b5aaac\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.169}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84279\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-07-06 12:02:27.000000+00:00\", \"2022-07-23 15:13:35.000000+00:00\"], \"session_ids\": [\"d46621d5-8a22-4ca2-a551-26f135e0af85\", \"5af5bb0a-da85-4a6d-ace6-99c16d473344\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 13.333}}]\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[{\"84279\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-07-06 12:02:27.000000+00:00\", \"2022-07-23 15:13:35.000000+00:00\"], \"session_ids\": [\"d46621d5-8a22-4ca2-a551-26f135e0af85\", \"5af5bb0a-da85-4a6d-ace6-99c16d473344\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 13.333}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 7 users with a total duration amount that is above 2250 and below 4107, exclusive 4107 , moreover implement sorting by all sessions quantity in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38333\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-03-06 20:26:15.000000+00:00\", \"2019-03-01 20:51:54.000000+00:00\", \"2022-06-20 01:35:59.000000+00:00\", \"2019-07-16 21:07:56.000000+00:00\", \"2019-10-10 12:55:29.000000+00:00\", \"2020-09-12 18:43:02.000000+00:00\", \"2023-03-02 16:49:20.000000+00:00\", \"2021-07-19 17:23:31.000000+00:00\"], \"session_ids\": [\"a8244496-0ffb-4ff2-befc-bf2d884b8ede\", \"0fb2e74d-cfd2-4bb9-8077-6402404adc16\", \"773ae2b5-67a7-467f-8133-14cebd5a3a5d\", \"c54268ce-59c4-4341-a3ca-45110231f313\", \"26f2ce69-6a4d-455e-80ca-41c5b0c0085a\", \"8e2e9dfb-baa2-409e-b9bb-95cc0ac6e99b\", \"e0797f88-d947-436a-9ec0-1dc3d9411eea\", \"c9e1cb43-7ba6-4b7f-916a-fffd138579fb\"], \"total_duration\": 109.0, \"total_sessions\": 8, \"mean_week_duration\": 0.522}, \"86536\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-05-27 22:27:54.000000+00:00\", \"2020-03-14 01:27:46.000000+00:00\"], \"session_ids\": [\"773f32b9-eb8d-44f3-a359-4140048a71a2\", \"8ef7f858-2403-4d3f-b480-1c309598aeaf\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 6.302}, \"25159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-19 17:33:26.000000+00:00\", \"2020-03-26 04:57:57.000000+00:00\"], \"session_ids\": [\"34d784f4-328a-4be5-9636-9d1b510cdf46\", \"079a5edc-eba2-4e9b-aef5-ca1c8123f685\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 2.014}, \"22567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-24 17:38:00.000000+00:00\", \"2021-06-20 04:59:12.000000+00:00\"], \"session_ids\": [\"723bd9f8-543f-4ce2-9ab6-65b710aacffd\", \"1c32a706-62d6-41be-9288-32dde28320d3\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 2.471}, \"38988\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-09-13 16:05:33.000000+00:00\", \"2022-01-25 00:53:39.000000+00:00\"], \"session_ids\": [\"965e9132-7a72-40a0-9f6c-60167f80cbf5\", \"44765141-73e1-4880-9a4a-8c675d44ddaa\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 3.091}, \"15762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-01 12:44:04.000000+00:00\", \"2019-08-09 23:20:17.000000+00:00\", \"2022-06-06 00:24:14.000000+00:00\", \"2020-12-03 20:44:10.000000+00:00\", \"2021-03-02 07:47:50.000000+00:00\", \"2020-02-13 15:33:58.000000+00:00\", \"2020-11-03 20:43:05.000000+00:00\", \"2021-01-18 22:31:28.000000+00:00\", \"2021-06-02 02:17:35.000000+00:00\", \"2022-07-05 09:30:39.000000+00:00\", \"2019-11-25 08:36:53.000000+00:00\"], \"session_ids\": [\"66ab9a06-fc5d-4a34-91d9-274ff40ec773\", \"baadb41c-8f3c-462a-84e0-ebe6a61ddba8\", \"c4cd4f79-3d15-464d-9916-fdfa91f56a1a\", \"d0872afb-d4db-4a4d-83bf-848368c3351b\", \"d7f08a65-d8c8-44bf-b869-3fac29bde7cc\", \"8ad56d8d-397c-43b2-b080-34b3e04bb3fc\", \"9daa752d-0df1-4ad6-8bf9-a0b4cef1a6ae\", \"898bb253-1fc5-4684-a905-3a543f816c41\", \"7e9ef123-d95b-4339-86a0-8977e2aabb8c\", \"bf56f428-96f5-443e-a71c-4f39641b62c2\", \"243936af-f28c-4d5f-b0c1-b903df86c1d3\"], \"total_duration\": 49139.0, \"total_sessions\": 11, \"mean_week_duration\": 264.188}, \"80313\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-26 06:00:19.000000+00:00\", \"2021-09-09 19:52:29.000000+00:00\", \"2020-12-17 07:39:13.000000+00:00\", \"2023-05-12 00:07:19.000000+00:00\", \"2022-11-26 06:29:43.000000+00:00\", \"2020-02-08 02:23:49.000000+00:00\"], \"session_ids\": [\"fc427c07-8cb0-4727-a0ac-c708fece44b4\", \"ff66fc5c-151d-4517-b299-9a3d08339a75\", \"aa7b6ee0-0cbb-4439-a598-56f94281309f\", \"09dee27d-ca4e-4efc-9c9d-c83ef67b5ec9\", \"8cc3b6b2-7d19-4bae-8a23-befd73af0c3a\", \"467990ab-8729-420a-bcb5-64f516918a14\"], \"total_duration\": 1036.0, \"total_sessions\": 6, \"mean_week_duration\": 6.094}, \"15492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-19 22:32:51.000000+00:00\", \"2020-06-28 04:53:20.000000+00:00\"], \"session_ids\": [\"e56dfe2a-049f-4ac9-b368-024315f99eb1\", \"f9900fd0-c359-4669-8607-25c85997f7eb\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.698}, \"6907\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-08-11 16:26:18.000000+00:00\", \"2023-02-20 23:51:46.000000+00:00\", \"2020-10-25 21:33:35.000000+00:00\"], \"session_ids\": [\"dda32d1a-c9f0-49c1-b2d5-786e66f21e2e\", \"c0e60c3d-7ae4-437b-b984-df16f4dab955\", \"5081d1d8-3bdb-44da-b9bf-0aef55628f90\"], \"total_duration\": 313.0, \"total_sessions\": 3, \"mean_week_duration\": 2.566}, \"20185\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-06 19:01:35.000000+00:00\", \"2021-07-03 23:48:15.000000+00:00\", \"2021-05-29 11:21:14.000000+00:00\", \"2020-01-02 09:51:49.000000+00:00\", \"2020-09-28 05:32:48.000000+00:00\"], \"session_ids\": [\"459fdec1-5913-492b-a0ff-984eb3e72f70\", \"31851404-445f-4298-bbd5-90df7e6a0646\", \"8b4bd357-6bf1-49cc-a9d3-14b3cecab0c1\", \"ea396f89-d55f-44b9-ae5b-1577c46dcf78\", \"3fc39044-3332-4304-9a81-ee84748b99d5\"], \"total_duration\": 310.0, \"total_sessions\": 5, \"mean_week_duration\": 3.37}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 2250 and are less than 4107"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[2250, 4107]]}}}\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": "Tell me about 7 users who aren't living in cities Hanoi, Bridgetown, Dublin, Dubai, Oslo, Mexico City and implement sorting by sum of duration of sessions per week in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2320\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-18 06:58:51.000000+00:00\", \"2019-01-03 15:36:41.000000+00:00\"], \"session_ids\": [\"4c461130-a0b3-4a95-bb75-7bd58cbcf74c\", \"e23c4fcc-e0c4-462d-871d-7296a0fc73fa\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 114.0}, \"49206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-04-13 07:48:24.000000+00:00\", \"2020-12-05 19:19:19.000000+00:00\"], \"session_ids\": [\"79987901-aa85-432f-a073-2b8f6224d8fd\", \"e65a4639-d761-49f5-a2b5-eaa272552dec\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 3.648}, \"45815\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-18 17:29:25.000000+00:00\", \"2019-06-11 23:20:50.000000+00:00\"], \"session_ids\": [\"93032ddb-7cc7-46ac-ad3b-2cfd7d6e4d47\", \"ada9daeb-0982-4ad2-9c98-f2ddfabbfcdc\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 18.4}, \"88675\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-13 12:51:48.000000+00:00\", \"2019-03-20 08:07:22.000000+00:00\"], \"session_ids\": [\"ea0a662d-aed8-410d-84ff-31e7efd8c31b\", \"0c3369ea-3ca6-439b-81fa-517d1851b90b\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 3.207}, \"54248\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-11-28 06:39:19.000000+00:00\", \"2022-03-14 10:27:31.000000+00:00\"], \"session_ids\": [\"4e04103a-8afa-47e5-a28f-52df1ca59a81\", \"3fcf3ed5-a9d3-4fb2-a33f-b9f200a238e8\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}, \"5630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-31 19:42:15.000000+00:00\", \"2020-10-18 17:30:32.000000+00:00\"], \"session_ids\": [\"fcb563be-3f5a-4284-9841-1eb358294914\", \"3c4a3a32-a551-4d83-bff5-a3d270f000c8\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.852}, \"43729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-05-21 18:35:55.000000+00:00\", \"2021-02-24 05:30:08.000000+00:00\", \"2022-09-29 10:07:20.000000+00:00\"], \"session_ids\": [\"839f4211-dab9-4b51-8fe8-fdda1a3ed07c\", \"b96dc0c0-eaac-4521-9f90-b1508463e27c\", \"d21890f8-68af-40e7-9d01-a8d8799c0b46\"], \"total_duration\": 389.0, \"total_sessions\": 3, \"mean_week_duration\": 3.325}, \"66615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-27 07:50:31.000000+00:00\", \"2019-03-29 12:01:46.000000+00:00\"], \"session_ids\": [\"d9316955-eb70-41d8-bd62-db3eaafc8a74\", \"2eec1ad3-ae9b-4125-b923-7e2d15768729\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.265}, \"4811\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-21 23:42:25.000000+00:00\", \"2021-10-22 06:10:59.000000+00:00\", \"2022-09-24 13:00:03.000000+00:00\", \"2021-05-14 06:38:54.000000+00:00\", \"2021-11-12 22:12:32.000000+00:00\", \"2019-11-27 02:54:45.000000+00:00\", \"2022-02-08 15:49:48.000000+00:00\"], \"session_ids\": [\"33c4e984-1253-43c3-a06a-39bf22c695a5\", \"9229255f-0098-4188-923d-283b9f2057d8\", \"d427a8f3-191f-4a90-86a7-310a3f095544\", \"f277ed36-0a4e-495d-ba84-073760034c63\", \"b12971e0-f469-425c-ba17-faab621416ea\", \"d30be7f7-86a7-4d05-9a96-f682ec9638ca\", \"d9794b2f-aad1-4c9e-a894-45770ec94aaa\"], \"total_duration\": 5017.0, \"total_sessions\": 7, \"mean_week_duration\": 33.899}, \"22768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-01-07 19:57:00.000000+00:00\", \"2019-12-16 09:39:00.000000+00:00\"], \"session_ids\": [\"3e5d1b1e-2506-4ca9-9467-e2f7a9c28f9c\", \"a500b5bb-6eea-4e28-a054-87ef3942d5ce\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Hanoi, Bridgetown, Dublin, Dubai, Oslo, Mexico City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Hanoi\", \"Bridgetown\", \"Dublin\", \"Dubai\", \"Oslo\", \"Mexico City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2320\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-18 06:58:51.000000+00:00\", \"2019-01-03 15:36:41.000000+00:00\"], \"session_ids\": [\"4c461130-a0b3-4a95-bb75-7bd58cbcf74c\", \"e23c4fcc-e0c4-462d-871d-7296a0fc73fa\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 114.0}, \"49206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-04-13 07:48:24.000000+00:00\", \"2020-12-05 19:19:19.000000+00:00\"], \"session_ids\": [\"79987901-aa85-432f-a073-2b8f6224d8fd\", \"e65a4639-d761-49f5-a2b5-eaa272552dec\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 3.648}, \"45815\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-18 17:29:25.000000+00:00\", \"2019-06-11 23:20:50.000000+00:00\"], \"session_ids\": [\"93032ddb-7cc7-46ac-ad3b-2cfd7d6e4d47\", \"ada9daeb-0982-4ad2-9c98-f2ddfabbfcdc\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 18.4}, \"88675\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-13 12:51:48.000000+00:00\", \"2019-03-20 08:07:22.000000+00:00\"], \"session_ids\": [\"ea0a662d-aed8-410d-84ff-31e7efd8c31b\", \"0c3369ea-3ca6-439b-81fa-517d1851b90b\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 3.207}, \"54248\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-11-28 06:39:19.000000+00:00\", \"2022-03-14 10:27:31.000000+00:00\"], \"session_ids\": [\"4e04103a-8afa-47e5-a28f-52df1ca59a81\", \"3fcf3ed5-a9d3-4fb2-a33f-b9f200a238e8\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}, \"5630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-31 19:42:15.000000+00:00\", \"2020-10-18 17:30:32.000000+00:00\"], \"session_ids\": [\"fcb563be-3f5a-4284-9841-1eb358294914\", \"3c4a3a32-a551-4d83-bff5-a3d270f000c8\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.852}, \"43729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-05-21 18:35:55.000000+00:00\", \"2021-02-24 05:30:08.000000+00:00\", \"2022-09-29 10:07:20.000000+00:00\"], \"session_ids\": [\"839f4211-dab9-4b51-8fe8-fdda1a3ed07c\", \"b96dc0c0-eaac-4521-9f90-b1508463e27c\", \"d21890f8-68af-40e7-9d01-a8d8799c0b46\"], \"total_duration\": 389.0, \"total_sessions\": 3, \"mean_week_duration\": 3.325}, \"66615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-27 07:50:31.000000+00:00\", \"2019-03-29 12:01:46.000000+00:00\"], \"session_ids\": [\"d9316955-eb70-41d8-bd62-db3eaafc8a74\", \"2eec1ad3-ae9b-4125-b923-7e2d15768729\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.265}, \"4811\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-21 23:42:25.000000+00:00\", \"2021-10-22 06:10:59.000000+00:00\", \"2022-09-24 13:00:03.000000+00:00\", \"2021-05-14 06:38:54.000000+00:00\", \"2021-11-12 22:12:32.000000+00:00\", \"2019-11-27 02:54:45.000000+00:00\", \"2022-02-08 15:49:48.000000+00:00\"], \"session_ids\": [\"33c4e984-1253-43c3-a06a-39bf22c695a5\", \"9229255f-0098-4188-923d-283b9f2057d8\", \"d427a8f3-191f-4a90-86a7-310a3f095544\", \"f277ed36-0a4e-495d-ba84-073760034c63\", \"b12971e0-f469-425c-ba17-faab621416ea\", \"d30be7f7-86a7-4d05-9a96-f682ec9638ca\", \"d9794b2f-aad1-4c9e-a894-45770ec94aaa\"], \"total_duration\": 5017.0, \"total_sessions\": 7, \"mean_week_duration\": 33.899}, \"22768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-01-07 19:57:00.000000+00:00\", \"2019-12-16 09:39:00.000000+00:00\"], \"session_ids\": [\"3e5d1b1e-2506-4ca9-9467-e2f7a9c28f9c\", \"a500b5bb-6eea-4e28-a054-87ef3942d5ce\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"2320\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-18 06:58:51.000000+00:00\", \"2019-01-03 15:36:41.000000+00:00\"], \"session_ids\": [\"4c461130-a0b3-4a95-bb75-7bd58cbcf74c\", \"e23c4fcc-e0c4-462d-871d-7296a0fc73fa\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 114.0}}, {\"4811\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-21 23:42:25.000000+00:00\", \"2021-10-22 06:10:59.000000+00:00\", \"2022-09-24 13:00:03.000000+00:00\", \"2021-05-14 06:38:54.000000+00:00\", \"2021-11-12 22:12:32.000000+00:00\", \"2019-11-27 02:54:45.000000+00:00\", \"2022-02-08 15:49:48.000000+00:00\"], \"session_ids\": [\"33c4e984-1253-43c3-a06a-39bf22c695a5\", \"9229255f-0098-4188-923d-283b9f2057d8\", \"d427a8f3-191f-4a90-86a7-310a3f095544\", \"f277ed36-0a4e-495d-ba84-073760034c63\", \"b12971e0-f469-425c-ba17-faab621416ea\", \"d30be7f7-86a7-4d05-9a96-f682ec9638ca\", \"d9794b2f-aad1-4c9e-a894-45770ec94aaa\"], \"total_duration\": 5017.0, \"total_sessions\": 7, \"mean_week_duration\": 33.899}}, {\"45815\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-18 17:29:25.000000+00:00\", \"2019-06-11 23:20:50.000000+00:00\"], \"session_ids\": [\"93032ddb-7cc7-46ac-ad3b-2cfd7d6e4d47\", \"ada9daeb-0982-4ad2-9c98-f2ddfabbfcdc\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 18.4}}, {\"22768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-01-07 19:57:00.000000+00:00\", \"2019-12-16 09:39:00.000000+00:00\"], \"session_ids\": [\"3e5d1b1e-2506-4ca9-9467-e2f7a9c28f9c\", \"a500b5bb-6eea-4e28-a054-87ef3942d5ce\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}}, {\"5630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-31 19:42:15.000000+00:00\", \"2020-10-18 17:30:32.000000+00:00\"], \"session_ids\": [\"fcb563be-3f5a-4284-9841-1eb358294914\", \"3c4a3a32-a551-4d83-bff5-a3d270f000c8\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.852}}, {\"49206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-04-13 07:48:24.000000+00:00\", \"2020-12-05 19:19:19.000000+00:00\"], \"session_ids\": [\"79987901-aa85-432f-a073-2b8f6224d8fd\", \"e65a4639-d761-49f5-a2b5-eaa272552dec\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 3.648}}, {\"43729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-05-21 18:35:55.000000+00:00\", \"2021-02-24 05:30:08.000000+00:00\", \"2022-09-29 10:07:20.000000+00:00\"], \"session_ids\": [\"839f4211-dab9-4b51-8fe8-fdda1a3ed07c\", \"b96dc0c0-eaac-4521-9f90-b1508463e27c\", \"d21890f8-68af-40e7-9d01-a8d8799c0b46\"], \"total_duration\": 389.0, \"total_sessions\": 3, \"mean_week_duration\": 3.325}}, {\"54248\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-11-28 06:39:19.000000+00:00\", \"2022-03-14 10:27:31.000000+00:00\"], \"session_ids\": [\"4e04103a-8afa-47e5-a28f-52df1ca59a81\", \"3fcf3ed5-a9d3-4fb2-a33f-b9f200a238e8\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"88675\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-13 12:51:48.000000+00:00\", \"2019-03-20 08:07:22.000000+00:00\"], \"session_ids\": [\"ea0a662d-aed8-410d-84ff-31e7efd8c31b\", \"0c3369ea-3ca6-439b-81fa-517d1851b90b\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 3.207}}, {\"66615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-27 07:50:31.000000+00:00\", \"2019-03-29 12:01:46.000000+00:00\"], \"session_ids\": [\"d9316955-eb70-41d8-bd62-db3eaafc8a74\", \"2eec1ad3-ae9b-4125-b923-7e2d15768729\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.265}}]\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[{\"2320\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-18 06:58:51.000000+00:00\", \"2019-01-03 15:36:41.000000+00:00\"], \"session_ids\": [\"4c461130-a0b3-4a95-bb75-7bd58cbcf74c\", \"e23c4fcc-e0c4-462d-871d-7296a0fc73fa\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 114.0}}, {\"4811\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-21 23:42:25.000000+00:00\", \"2021-10-22 06:10:59.000000+00:00\", \"2022-09-24 13:00:03.000000+00:00\", \"2021-05-14 06:38:54.000000+00:00\", \"2021-11-12 22:12:32.000000+00:00\", \"2019-11-27 02:54:45.000000+00:00\", \"2022-02-08 15:49:48.000000+00:00\"], \"session_ids\": [\"33c4e984-1253-43c3-a06a-39bf22c695a5\", \"9229255f-0098-4188-923d-283b9f2057d8\", \"d427a8f3-191f-4a90-86a7-310a3f095544\", \"f277ed36-0a4e-495d-ba84-073760034c63\", \"b12971e0-f469-425c-ba17-faab621416ea\", \"d30be7f7-86a7-4d05-9a96-f682ec9638ca\", \"d9794b2f-aad1-4c9e-a894-45770ec94aaa\"], \"total_duration\": 5017.0, \"total_sessions\": 7, \"mean_week_duration\": 33.899}}, {\"45815\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-18 17:29:25.000000+00:00\", \"2019-06-11 23:20:50.000000+00:00\"], \"session_ids\": [\"93032ddb-7cc7-46ac-ad3b-2cfd7d6e4d47\", \"ada9daeb-0982-4ad2-9c98-f2ddfabbfcdc\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 18.4}}, {\"22768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-01-07 19:57:00.000000+00:00\", \"2019-12-16 09:39:00.000000+00:00\"], \"session_ids\": [\"3e5d1b1e-2506-4ca9-9467-e2f7a9c28f9c\", \"a500b5bb-6eea-4e28-a054-87ef3942d5ce\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}}, {\"5630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-31 19:42:15.000000+00:00\", \"2020-10-18 17:30:32.000000+00:00\"], \"session_ids\": [\"fcb563be-3f5a-4284-9841-1eb358294914\", \"3c4a3a32-a551-4d83-bff5-a3d270f000c8\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.852}}, {\"49206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-04-13 07:48:24.000000+00:00\", \"2020-12-05 19:19:19.000000+00:00\"], \"session_ids\": [\"79987901-aa85-432f-a073-2b8f6224d8fd\", \"e65a4639-d761-49f5-a2b5-eaa272552dec\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 3.648}}, {\"43729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-05-21 18:35:55.000000+00:00\", \"2021-02-24 05:30:08.000000+00:00\", \"2022-09-29 10:07:20.000000+00:00\"], \"session_ids\": [\"839f4211-dab9-4b51-8fe8-fdda1a3ed07c\", \"b96dc0c0-eaac-4521-9f90-b1508463e27c\", \"d21890f8-68af-40e7-9d01-a8d8799c0b46\"], \"total_duration\": 389.0, \"total_sessions\": 3, \"mean_week_duration\": 3.325}}]\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[{\"2320\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-18 06:58:51.000000+00:00\", \"2019-01-03 15:36:41.000000+00:00\"], \"session_ids\": [\"4c461130-a0b3-4a95-bb75-7bd58cbcf74c\", \"e23c4fcc-e0c4-462d-871d-7296a0fc73fa\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 114.0}}, {\"4811\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-21 23:42:25.000000+00:00\", \"2021-10-22 06:10:59.000000+00:00\", \"2022-09-24 13:00:03.000000+00:00\", \"2021-05-14 06:38:54.000000+00:00\", \"2021-11-12 22:12:32.000000+00:00\", \"2019-11-27 02:54:45.000000+00:00\", \"2022-02-08 15:49:48.000000+00:00\"], \"session_ids\": [\"33c4e984-1253-43c3-a06a-39bf22c695a5\", \"9229255f-0098-4188-923d-283b9f2057d8\", \"d427a8f3-191f-4a90-86a7-310a3f095544\", \"f277ed36-0a4e-495d-ba84-073760034c63\", \"b12971e0-f469-425c-ba17-faab621416ea\", \"d30be7f7-86a7-4d05-9a96-f682ec9638ca\", \"d9794b2f-aad1-4c9e-a894-45770ec94aaa\"], \"total_duration\": 5017.0, \"total_sessions\": 7, \"mean_week_duration\": 33.899}}, {\"45815\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-18 17:29:25.000000+00:00\", \"2019-06-11 23:20:50.000000+00:00\"], \"session_ids\": [\"93032ddb-7cc7-46ac-ad3b-2cfd7d6e4d47\", \"ada9daeb-0982-4ad2-9c98-f2ddfabbfcdc\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 18.4}}, {\"22768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-01-07 19:57:00.000000+00:00\", \"2019-12-16 09:39:00.000000+00:00\"], \"session_ids\": [\"3e5d1b1e-2506-4ca9-9467-e2f7a9c28f9c\", \"a500b5bb-6eea-4e28-a054-87ef3942d5ce\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}}, {\"5630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-31 19:42:15.000000+00:00\", \"2020-10-18 17:30:32.000000+00:00\"], \"session_ids\": [\"fcb563be-3f5a-4284-9841-1eb358294914\", \"3c4a3a32-a551-4d83-bff5-a3d270f000c8\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.852}}, {\"49206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-04-13 07:48:24.000000+00:00\", \"2020-12-05 19:19:19.000000+00:00\"], \"session_ids\": [\"79987901-aa85-432f-a073-2b8f6224d8fd\", \"e65a4639-d761-49f5-a2b5-eaa272552dec\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 3.648}}, {\"43729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-05-21 18:35:55.000000+00:00\", \"2021-02-24 05:30:08.000000+00:00\", \"2022-09-29 10:07:20.000000+00:00\"], \"session_ids\": [\"839f4211-dab9-4b51-8fe8-fdda1a3ed07c\", \"b96dc0c0-eaac-4521-9f90-b1508463e27c\", \"d21890f8-68af-40e7-9d01-a8d8799c0b46\"], \"total_duration\": 389.0, \"total_sessions\": 3, \"mean_week_duration\": 3.325}}]\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 7 users who have sum of sessions less than 3 (not including) and greater than 9 plus carry out sorting by town_name from the smallest to the largest."
}
] |
[
{
"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{\"5978\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-23 04:33:51.000000+00:00\", \"2022-10-29 00:36:35.000000+00:00\", \"2022-11-17 18:32:03.000000+00:00\"], \"session_ids\": [\"cfce8a00-d35f-479a-a0e8-4475d2fb4850\", \"546d3be9-3211-4280-b287-7fb365cbe903\", \"1cc0d0c8-e981-4d89-ba91-b3bb54e852a4\"], \"total_duration\": 51.0, \"total_sessions\": 3, \"mean_week_duration\": 0.654}, \"50222\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-15 03:40:07.000000+00:00\", \"2023-04-28 14:34:20.000000+00:00\", \"2021-08-28 05:50:56.000000+00:00\", \"2022-10-27 14:19:35.000000+00:00\", \"2021-12-05 11:01:34.000000+00:00\", \"2022-05-16 23:50:31.000000+00:00\", \"2020-02-27 04:13:00.000000+00:00\", \"2021-10-28 21:32:40.000000+00:00\", \"2020-06-28 20:57:46.000000+00:00\"], \"session_ids\": [\"9f34a6d6-fa55-45f6-80d2-e5e87af35890\", \"38769675-2637-4c5a-90d9-15b0a936de3d\", \"6f736d17-7c32-4dc7-ae8a-b62fdaab2379\", \"e215bdba-825b-4a68-93e4-e77d1f01ec8e\", \"706c67b8-d0bd-4f38-a6ea-d4fdf9bb6db8\", \"aa87b1c4-bcdb-4db0-9c72-067559dc72e5\", \"375aa6d1-b1ec-4671-bd72-f1e8a08813c5\", \"4569da8c-ea93-4bde-9bc5-e844c292c77a\", \"e0181311-1cb9-4851-93e3-47a76630c4a8\"], \"total_duration\": 2814.0, \"total_sessions\": 9, \"mean_week_duration\": 16.952}, \"50979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-07-11 03:18:38.000000+00:00\", \"2019-03-28 23:18:42.000000+00:00\"], \"session_ids\": [\"d80a2010-eb36-4ba6-b83e-a7b870d62243\", \"cd171fcb-fa89-464a-ba84-6c37c05670a0\"], \"total_duration\": 442.0, \"total_sessions\": 2, \"mean_week_duration\": 2.57}, \"59794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-11 20:16:24.000000+00:00\", \"2019-02-13 22:56:37.000000+00:00\"], \"session_ids\": [\"4b6d9fb8-2995-476e-95f2-af242b15dabe\", \"99e70ea9-5630-458c-b299-9e667891f637\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}, \"6827\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-15 09:40:47.000000+00:00\", \"2022-01-11 13:51:46.000000+00:00\", \"2022-12-08 03:59:14.000000+00:00\", \"2022-05-25 05:18:51.000000+00:00\", \"2021-01-12 12:42:52.000000+00:00\", \"2019-04-08 19:34:45.000000+00:00\", \"2021-06-03 07:39:42.000000+00:00\"], \"session_ids\": [\"5b56522c-2cad-4a6c-8119-93f406b01dd2\", \"f8911111-9c1e-4cfa-8787-26cff59b07b4\", \"a95ed6fa-b1ef-4de1-872a-5e036e491532\", \"89a4f75a-d7a0-479b-a5b5-5ae6fc930362\", \"0141d6f0-05a7-4d71-b7b6-ac0180e1b397\", \"bf9b488d-fca9-4227-927e-6ec78be3766e\", \"dcbe122b-da25-4a17-86b5-2f285f6b57d9\"], \"total_duration\": 72.0, \"total_sessions\": 7, \"mean_week_duration\": 0.356}, \"30888\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-15 13:35:35.000000+00:00\", \"2019-04-10 09:03:17.000000+00:00\", \"2022-07-18 08:59:20.000000+00:00\", \"2019-05-05 05:19:21.000000+00:00\", \"2022-03-27 07:35:19.000000+00:00\", \"2021-11-07 14:48:47.000000+00:00\", \"2021-10-11 01:14:23.000000+00:00\", \"2020-07-22 21:18:34.000000+00:00\"], \"session_ids\": [\"b830ffcd-0e30-4513-88de-20945fa35b35\", \"e568f47c-a198-449b-9fd8-a217bfc38dbf\", \"8ffce2d3-5df6-4e04-a38d-a2c96b393175\", \"b0a15e4a-9d43-419d-8119-fcfda969af8c\", \"f6c54d4a-13da-4791-aa0d-6abb57fc44a2\", \"4343f481-e124-47b7-9000-3b0f41429b16\", \"ffbc8b15-5bb7-4700-b337-1acda7bcfec4\", \"71119e7c-d019-4258-bf8b-d9c2ca7a8e12\"], \"total_duration\": 3156.0, \"total_sessions\": 8, \"mean_week_duration\": 18.456}, \"78319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-08 11:22:48.000000+00:00\", \"2022-05-12 07:02:59.000000+00:00\", \"2019-05-23 11:27:27.000000+00:00\"], \"session_ids\": [\"dc884a06-7196-4777-81f2-55044b5e3601\", \"063544ea-e4ba-44f4-9c3e-fd8fd36547f2\", \"8d6fdbd5-9441-44a1-aeec-88aa2328b121\"], \"total_duration\": 708.0, \"total_sessions\": 3, \"mean_week_duration\": 4.568}, \"21214\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-06-26 09:59:56.000000+00:00\", \"2019-08-02 08:04:02.000000+00:00\", \"2021-01-01 03:42:10.000000+00:00\"], \"session_ids\": [\"f36ae3a0-5c4c-435e-a393-4aae01bf7bad\", \"8bc5ac5d-9e69-4d75-ad5f-1e2be9607959\", \"5a39de1d-7b95-4f58-83c7-bfb52577deda\"], \"total_duration\": 397.0, \"total_sessions\": 3, \"mean_week_duration\": 3.97}, \"50237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-08 21:20:49.000000+00:00\", \"2021-06-23 14:05:52.000000+00:00\"], \"session_ids\": [\"ce36b433-2e06-4d55-ac75-383bcf8a330e\", \"e95be718-53ec-4355-a206-976dd17c868e\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 4.517}, \"21031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-10-09 19:07:48.000000+00:00\", \"2020-08-21 02:17:35.000000+00:00\", \"2022-04-24 12:23:03.000000+00:00\", \"2022-07-05 06:38:00.000000+00:00\", \"2023-02-08 08:34:56.000000+00:00\", \"2020-07-23 13:16:00.000000+00:00\"], \"session_ids\": [\"e19b0618-fa07-4f80-a4a2-2e5828c15920\", \"03fa42e5-0d4d-44a9-b941-bc771c0a1c0b\", \"e81986bf-7e36-4afa-aa77-88d44e996eaa\", \"7135f093-bb67-4f4c-975b-bb0ad1376109\", \"d548bd03-d2c9-4ee0-a5a8-241dd0487f64\", \"ba40fd18-65ab-4d74-a85f-3afa45b55d78\"], \"total_duration\": 518.0, \"total_sessions\": 6, \"mean_week_duration\": 2.977}}\n```\n"
}
] |
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