conversations
list |
|---|
[
{
"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{\"72088\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-11 10:23:34.000000+00:00\", \"2020-06-15 12:57:00.000000+00:00\"], \"session_ids\": [\"7ad28d60-778c-4b91-8e51-b9567d0c4c66\", \"67f30787-714a-4b70-8307-0b899e14898f\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.537}, \"46838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-10 15:11:17.000000+00:00\", \"2020-12-16 22:30:53.000000+00:00\", \"2019-08-26 15:11:48.000000+00:00\"], \"session_ids\": [\"0a743513-d4bc-4892-be7b-6942bfef7798\", \"9819d91a-60e7-4c47-aec8-02bd43ab2501\", \"f29bec86-38d3-46dd-8d6e-5ea573b25337\"], \"total_duration\": 160.0, \"total_sessions\": 3, \"mean_week_duration\": 1.379}, \"68208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-24 23:16:49.000000+00:00\", \"2021-05-04 22:41:24.000000+00:00\", \"2022-01-17 21:11:34.000000+00:00\"], \"session_ids\": [\"d3914679-584b-4b03-8e63-17be585f5df1\", \"bfa09bac-bfcf-4f25-a38c-df24b0dd8813\", \"713a19b6-952d-4e6b-869d-c5b4f1e4f6ee\"], \"total_duration\": 667.0, \"total_sessions\": 3, \"mean_week_duration\": 9.137}, \"20441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-16 04:02:34.000000+00:00\", \"2020-03-07 20:21:41.000000+00:00\", \"2021-10-10 13:58:11.000000+00:00\", \"2020-12-21 07:43:52.000000+00:00\", \"2020-07-31 21:38:39.000000+00:00\", \"2021-03-22 20:17:43.000000+00:00\", \"2022-08-02 00:03:49.000000+00:00\"], \"session_ids\": [\"1d92cb17-469d-439d-ab95-100faf416c7e\", \"8bc43364-bd22-446b-a40b-fbfa8b634790\", \"bbfc78bb-12ca-49dd-8f2a-981e6516e0d4\", \"f81c9a60-d5ed-4d88-84c5-41528fe23941\", \"00696204-c04d-4a72-9f2f-517515b35afd\", \"2081db15-6e8f-4091-afdd-93590e3b7e7e\", \"e2a38d7b-b168-4380-baca-04cfaea5efa4\"], \"total_duration\": 9433.0, \"total_sessions\": 7, \"mean_week_duration\": 74.865}, \"62356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-12 13:56:47.000000+00:00\", \"2023-01-24 04:24:11.000000+00:00\", \"2021-05-06 22:23:40.000000+00:00\", \"2022-03-21 02:13:03.000000+00:00\", \"2020-12-01 10:21:50.000000+00:00\", \"2022-05-28 02:31:32.000000+00:00\", \"2023-05-29 23:27:24.000000+00:00\", \"2022-01-15 22:54:27.000000+00:00\", \"2020-07-04 14:38:29.000000+00:00\"], \"session_ids\": [\"308be43b-a8b0-43d5-91bf-8bf82ae9b07d\", \"054d7be9-4f39-4741-a639-2a0f4eb66b6a\", \"ee6eefa6-29cc-4443-92e3-7af6b3667a5e\", \"c3d26dc0-4072-4826-ab31-50ae455ec16b\", \"694b7f4f-798e-4182-8c51-ce91d4318824\", \"30c220c6-f27b-48f7-b047-2790175273a1\", \"ab63d994-bb88-4893-9dca-7e0ae0231fc5\", \"b35e1be5-4fc1-4c94-931a-8f9f18f5c715\", \"e0b9c841-f84c-45be-9a4d-0d0a1907a411\"], \"total_duration\": 10883.0, \"total_sessions\": 9, \"mean_week_duration\": 71.599}, \"48110\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-08 21:01:59.000000+00:00\", \"2022-09-05 03:35:17.000000+00:00\"], \"session_ids\": [\"1f4fc976-9e7e-4d6e-a779-91a22cde67f3\", \"61c03718-47da-4194-849f-ca07fa46f282\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 1.115}, \"27649\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-08 21:27:03.000000+00:00\", \"2019-12-18 09:22:13.000000+00:00\"], \"session_ids\": [\"a4da93d4-d636-4bfa-88d6-b13ccc02f4ed\", \"740a2d58-d279-4b1c-8325-079225314ee3\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}, \"30986\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-31 04:40:48.000000+00:00\", \"2019-07-24 16:34:22.000000+00:00\"], \"session_ids\": [\"70ed439a-7276-4f74-b03a-e83d1baffaa4\", \"934dc507-c11f-4218-ad12-4360b4effee5\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 2.672}, \"19388\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-22 22:59:26.000000+00:00\", \"2021-11-14 09:56:57.000000+00:00\"], \"session_ids\": [\"92452c40-e120-4cd2-9083-52e31ea8c504\", \"5eb8657c-d797-4b4b-8031-75a103e029b8\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.289}, \"68464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-21 15:05:21.000000+00:00\", \"2023-04-16 10:16:32.000000+00:00\", \"2023-02-11 06:18:40.000000+00:00\"], \"session_ids\": [\"1c929b17-21d6-4fcd-974b-ace0f7cab1f0\", \"4afa6d45-e47a-4c79-a535-266d771124f4\", \"c67b1f69-ab32-4279-a7e4-2a81ba944215\"], \"total_duration\": 267.0, \"total_sessions\": 3, \"mean_week_duration\": 1.543}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Santo Domingo, San Salvador, Sydney, Amsterdam, Parare"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Santo Domingo\", \"San Salvador\", \"Sydney\", \"Amsterdam\", \"Paris\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-12 13:56:47.000000+00:00\", \"2023-01-24 04:24:11.000000+00:00\", \"2021-05-06 22:23:40.000000+00:00\", \"2022-03-21 02:13:03.000000+00:00\", \"2020-12-01 10:21:50.000000+00:00\", \"2022-05-28 02:31:32.000000+00:00\", \"2023-05-29 23:27:24.000000+00:00\", \"2022-01-15 22:54:27.000000+00:00\", \"2020-07-04 14:38:29.000000+00:00\"], \"session_ids\": [\"308be43b-a8b0-43d5-91bf-8bf82ae9b07d\", \"054d7be9-4f39-4741-a639-2a0f4eb66b6a\", \"ee6eefa6-29cc-4443-92e3-7af6b3667a5e\", \"c3d26dc0-4072-4826-ab31-50ae455ec16b\", \"694b7f4f-798e-4182-8c51-ce91d4318824\", \"30c220c6-f27b-48f7-b047-2790175273a1\", \"ab63d994-bb88-4893-9dca-7e0ae0231fc5\", \"b35e1be5-4fc1-4c94-931a-8f9f18f5c715\", \"e0b9c841-f84c-45be-9a4d-0d0a1907a411\"], \"total_duration\": 10883.0, \"total_sessions\": 9, \"mean_week_duration\": 71.599}, \"68464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-21 15:05:21.000000+00:00\", \"2023-04-16 10:16:32.000000+00:00\", \"2023-02-11 06:18:40.000000+00:00\"], \"session_ids\": [\"1c929b17-21d6-4fcd-974b-ace0f7cab1f0\", \"4afa6d45-e47a-4c79-a535-266d771124f4\", \"c67b1f69-ab32-4279-a7e4-2a81ba944215\"], \"total_duration\": 267.0, \"total_sessions\": 3, \"mean_week_duration\": 1.543}}\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[{\"68464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-21 15:05:21.000000+00:00\", \"2023-04-16 10:16:32.000000+00:00\", \"2023-02-11 06:18:40.000000+00:00\"], \"session_ids\": [\"1c929b17-21d6-4fcd-974b-ace0f7cab1f0\", \"4afa6d45-e47a-4c79-a535-266d771124f4\", \"c67b1f69-ab32-4279-a7e4-2a81ba944215\"], \"total_duration\": 267.0, \"total_sessions\": 3, \"mean_week_duration\": 1.543}}, {\"62356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-12 13:56:47.000000+00:00\", \"2023-01-24 04:24:11.000000+00:00\", \"2021-05-06 22:23:40.000000+00:00\", \"2022-03-21 02:13:03.000000+00:00\", \"2020-12-01 10:21:50.000000+00:00\", \"2022-05-28 02:31:32.000000+00:00\", \"2023-05-29 23:27:24.000000+00:00\", \"2022-01-15 22:54:27.000000+00:00\", \"2020-07-04 14:38:29.000000+00:00\"], \"session_ids\": [\"308be43b-a8b0-43d5-91bf-8bf82ae9b07d\", \"054d7be9-4f39-4741-a639-2a0f4eb66b6a\", \"ee6eefa6-29cc-4443-92e3-7af6b3667a5e\", \"c3d26dc0-4072-4826-ab31-50ae455ec16b\", \"694b7f4f-798e-4182-8c51-ce91d4318824\", \"30c220c6-f27b-48f7-b047-2790175273a1\", \"ab63d994-bb88-4893-9dca-7e0ae0231fc5\", \"b35e1be5-4fc1-4c94-931a-8f9f18f5c715\", \"e0b9c841-f84c-45be-9a4d-0d0a1907a411\"], \"total_duration\": 10883.0, \"total_sessions\": 9, \"mean_week_duration\": 71.599}}]\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[{\"68464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-21 15:05:21.000000+00:00\", \"2023-04-16 10:16:32.000000+00:00\", \"2023-02-11 06:18:40.000000+00:00\"], \"session_ids\": [\"1c929b17-21d6-4fcd-974b-ace0f7cab1f0\", \"4afa6d45-e47a-4c79-a535-266d771124f4\", \"c67b1f69-ab32-4279-a7e4-2a81ba944215\"], \"total_duration\": 267.0, \"total_sessions\": 3, \"mean_week_duration\": 1.543}}]\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[{\"68464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-21 15:05:21.000000+00:00\", \"2023-04-16 10:16:32.000000+00:00\", \"2023-02-11 06:18:40.000000+00:00\"], \"session_ids\": [\"1c929b17-21d6-4fcd-974b-ace0f7cab1f0\", \"4afa6d45-e47a-4c79-a535-266d771124f4\", \"c67b1f69-ab32-4279-a7e4-2a81ba944215\"], \"total_duration\": 267.0, \"total_sessions\": 3, \"mean_week_duration\": 1.543}}]\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 4 users with a sessions summation that is higher than 5 and lower than 10 as well as perform sorting by app usage time asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82424\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-11 14:57:55.000000+00:00\", \"2023-01-07 07:22:35.000000+00:00\"], \"session_ids\": [\"eee0fc1e-8941-486a-9b91-8d1c601a5b40\", \"36af3b3b-ed35-4e2e-b5dd-cafbd6dd400d\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.504}, \"77620\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-10-31 21:22:41.000000+00:00\", \"2020-03-26 04:01:26.000000+00:00\"], \"session_ids\": [\"6007545c-e916-4609-84eb-2a8992177308\", \"741c0c29-ee45-4708-9b40-0accaf845504\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.199}, \"84507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-19 18:33:02.000000+00:00\", \"2021-07-06 22:35:43.000000+00:00\", \"2021-02-07 05:10:19.000000+00:00\", \"2021-02-12 04:18:45.000000+00:00\"], \"session_ids\": [\"a9be0fbf-b476-43ab-a582-e986a10ad508\", \"8e13bee9-8fdc-42ea-a0be-2fe4ab59372b\", \"dcaad38f-3e8a-4298-a597-848842490682\", \"6a6e1b8b-3fe6-43bf-8a27-e2241d96ffdb\"], \"total_duration\": 1496.0, \"total_sessions\": 4, \"mean_week_duration\": 20.778}, \"85639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-07 10:30:21.000000+00:00\", \"2021-12-16 10:24:30.000000+00:00\"], \"session_ids\": [\"1568ea51-521a-4868-b1bb-fe0e97a2dea8\", \"8e7b245f-3591-4ef5-abad-cfd0789ecc70\"], \"total_duration\": 309.0, \"total_sessions\": 2, \"mean_week_duration\": 12.36}, \"9043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-11-26 17:48:21.000000+00:00\", \"2021-06-30 17:02:58.000000+00:00\", \"2022-01-26 03:53:02.000000+00:00\", \"2021-12-26 07:03:54.000000+00:00\", \"2022-05-24 15:44:33.000000+00:00\", \"2021-01-30 02:03:06.000000+00:00\"], \"session_ids\": [\"a4ffe7f1-2efb-4895-8650-204792c187cc\", \"d67b2501-4408-46fa-bf1a-5aec014725bc\", \"201dcda5-99db-4d10-8f0b-610001ad93bd\", \"036bbef5-778f-49ca-86d2-d64a1e75a704\", \"54dca2b6-78d9-4181-9737-14a30d80a572\", \"9f41fe1a-37d6-4de2-ac80-6104aa6dc20a\"], \"total_duration\": 4384.0, \"total_sessions\": 6, \"mean_week_duration\": 33.723}, \"98031\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-24 23:50:26.000000+00:00\", \"2020-09-29 01:03:16.000000+00:00\"], \"session_ids\": [\"400327d9-749c-4cfd-bf01-e38835f62b67\", \"61d6ea10-9cbb-4387-b995-8bf67f679479\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 4.24}, \"64303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-23 04:03:15.000000+00:00\", \"2019-06-09 18:05:13.000000+00:00\", \"2019-11-02 11:07:50.000000+00:00\", \"2019-10-22 14:55:02.000000+00:00\", \"2020-09-10 14:26:57.000000+00:00\"], \"session_ids\": [\"a05ed51b-66ee-4a78-bd8f-26a6680e5b17\", \"fda317d3-5f78-4859-9685-6e43471bb3e0\", \"6e23143a-cfbd-4d9a-b33f-07abf8bf0a47\", \"8f0a5466-da1d-458f-9b75-b831f9bd9136\", \"954343bf-4adb-4c1e-84cd-5b68bb4c9250\"], \"total_duration\": 701.0, \"total_sessions\": 5, \"mean_week_duration\": 10.621}, \"42127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-26 09:37:30.000000+00:00\", \"2022-08-04 11:45:30.000000+00:00\"], \"session_ids\": [\"ff2cffa1-58f6-49b6-861c-7ff61628ebfb\", \"bc0ef66c-83a7-42a5-9bbb-dece2ea3fc0a\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"60534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-11 19:15:53.000000+00:00\", \"2021-07-16 16:49:53.000000+00:00\", \"2021-08-15 01:05:37.000000+00:00\", \"2021-04-07 15:50:30.000000+00:00\"], \"session_ids\": [\"2a134eb7-e756-4599-ba97-a4afb0b82a4a\", \"91a421d9-203b-42b0-8228-0092f285d72f\", \"3b8e32ea-df2f-4224-8eca-cf7821dbdbc3\", \"6e289f28-3fdc-4efb-938c-d3c1098c2192\"], \"total_duration\": 58.0, \"total_sessions\": 4, \"mean_week_duration\": 0.659}, \"13917\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-08-12 12:05:39.000000+00:00\", \"2022-01-20 10:32:24.000000+00:00\"], \"session_ids\": [\"2f02d9db-fbf1-45d1-ad03-076fc919ee1f\", \"0ae41722-bcd6-4a53-a469-ed2c9b21b570\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 5 and are equal or less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-11-26 17:48:21.000000+00:00\", \"2021-06-30 17:02:58.000000+00:00\", \"2022-01-26 03:53:02.000000+00:00\", \"2021-12-26 07:03:54.000000+00:00\", \"2022-05-24 15:44:33.000000+00:00\", \"2021-01-30 02:03:06.000000+00:00\"], \"session_ids\": [\"a4ffe7f1-2efb-4895-8650-204792c187cc\", \"d67b2501-4408-46fa-bf1a-5aec014725bc\", \"201dcda5-99db-4d10-8f0b-610001ad93bd\", \"036bbef5-778f-49ca-86d2-d64a1e75a704\", \"54dca2b6-78d9-4181-9737-14a30d80a572\", \"9f41fe1a-37d6-4de2-ac80-6104aa6dc20a\"], \"total_duration\": 4384.0, \"total_sessions\": 6, \"mean_week_duration\": 33.723}, \"64303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-23 04:03:15.000000+00:00\", \"2019-06-09 18:05:13.000000+00:00\", \"2019-11-02 11:07:50.000000+00:00\", \"2019-10-22 14:55:02.000000+00:00\", \"2020-09-10 14:26:57.000000+00:00\"], \"session_ids\": [\"a05ed51b-66ee-4a78-bd8f-26a6680e5b17\", \"fda317d3-5f78-4859-9685-6e43471bb3e0\", \"6e23143a-cfbd-4d9a-b33f-07abf8bf0a47\", \"8f0a5466-da1d-458f-9b75-b831f9bd9136\", \"954343bf-4adb-4c1e-84cd-5b68bb4c9250\"], \"total_duration\": 701.0, \"total_sessions\": 5, \"mean_week_duration\": 10.621}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-23 04:03:15.000000+00:00\", \"2019-06-09 18:05:13.000000+00:00\", \"2019-11-02 11:07:50.000000+00:00\", \"2019-10-22 14:55:02.000000+00:00\", \"2020-09-10 14:26:57.000000+00:00\"], \"session_ids\": [\"a05ed51b-66ee-4a78-bd8f-26a6680e5b17\", \"fda317d3-5f78-4859-9685-6e43471bb3e0\", \"6e23143a-cfbd-4d9a-b33f-07abf8bf0a47\", \"8f0a5466-da1d-458f-9b75-b831f9bd9136\", \"954343bf-4adb-4c1e-84cd-5b68bb4c9250\"], \"total_duration\": 701.0, \"total_sessions\": 5, \"mean_week_duration\": 10.621}}, {\"9043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-11-26 17:48:21.000000+00:00\", \"2021-06-30 17:02:58.000000+00:00\", \"2022-01-26 03:53:02.000000+00:00\", \"2021-12-26 07:03:54.000000+00:00\", \"2022-05-24 15:44:33.000000+00:00\", \"2021-01-30 02:03:06.000000+00:00\"], \"session_ids\": [\"a4ffe7f1-2efb-4895-8650-204792c187cc\", \"d67b2501-4408-46fa-bf1a-5aec014725bc\", \"201dcda5-99db-4d10-8f0b-610001ad93bd\", \"036bbef5-778f-49ca-86d2-d64a1e75a704\", \"54dca2b6-78d9-4181-9737-14a30d80a572\", \"9f41fe1a-37d6-4de2-ac80-6104aa6dc20a\"], \"total_duration\": 4384.0, \"total_sessions\": 6, \"mean_week_duration\": 33.723}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-23 04:03:15.000000+00:00\", \"2019-06-09 18:05:13.000000+00:00\", \"2019-11-02 11:07:50.000000+00:00\", \"2019-10-22 14:55:02.000000+00:00\", \"2020-09-10 14:26:57.000000+00:00\"], \"session_ids\": [\"a05ed51b-66ee-4a78-bd8f-26a6680e5b17\", \"fda317d3-5f78-4859-9685-6e43471bb3e0\", \"6e23143a-cfbd-4d9a-b33f-07abf8bf0a47\", \"8f0a5466-da1d-458f-9b75-b831f9bd9136\", \"954343bf-4adb-4c1e-84cd-5b68bb4c9250\"], \"total_duration\": 701.0, \"total_sessions\": 5, \"mean_week_duration\": 10.621}}, {\"9043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-11-26 17:48:21.000000+00:00\", \"2021-06-30 17:02:58.000000+00:00\", \"2022-01-26 03:53:02.000000+00:00\", \"2021-12-26 07:03:54.000000+00:00\", \"2022-05-24 15:44:33.000000+00:00\", \"2021-01-30 02:03:06.000000+00:00\"], \"session_ids\": [\"a4ffe7f1-2efb-4895-8650-204792c187cc\", \"d67b2501-4408-46fa-bf1a-5aec014725bc\", \"201dcda5-99db-4d10-8f0b-610001ad93bd\", \"036bbef5-778f-49ca-86d2-d64a1e75a704\", \"54dca2b6-78d9-4181-9737-14a30d80a572\", \"9f41fe1a-37d6-4de2-ac80-6104aa6dc20a\"], \"total_duration\": 4384.0, \"total_sessions\": 6, \"mean_week_duration\": 33.723}}]\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[{\"64303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-23 04:03:15.000000+00:00\", \"2019-06-09 18:05:13.000000+00:00\", \"2019-11-02 11:07:50.000000+00:00\", \"2019-10-22 14:55:02.000000+00:00\", \"2020-09-10 14:26:57.000000+00:00\"], \"session_ids\": [\"a05ed51b-66ee-4a78-bd8f-26a6680e5b17\", \"fda317d3-5f78-4859-9685-6e43471bb3e0\", \"6e23143a-cfbd-4d9a-b33f-07abf8bf0a47\", \"8f0a5466-da1d-458f-9b75-b831f9bd9136\", \"954343bf-4adb-4c1e-84cd-5b68bb4c9250\"], \"total_duration\": 701.0, \"total_sessions\": 5, \"mean_week_duration\": 10.621}}, {\"9043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-11-26 17:48:21.000000+00:00\", \"2021-06-30 17:02:58.000000+00:00\", \"2022-01-26 03:53:02.000000+00:00\", \"2021-12-26 07:03:54.000000+00:00\", \"2022-05-24 15:44:33.000000+00:00\", \"2021-01-30 02:03:06.000000+00:00\"], \"session_ids\": [\"a4ffe7f1-2efb-4895-8650-204792c187cc\", \"d67b2501-4408-46fa-bf1a-5aec014725bc\", \"201dcda5-99db-4d10-8f0b-610001ad93bd\", \"036bbef5-778f-49ca-86d2-d64a1e75a704\", \"54dca2b6-78d9-4181-9737-14a30d80a572\", \"9f41fe1a-37d6-4de2-ac80-6104aa6dc20a\"], \"total_duration\": 4384.0, \"total_sessions\": 6, \"mean_week_duration\": 33.723}}]\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 7 users with a time spent on the site per week that is above 29 and below 12, exclusive 12 as well as perform sorting by overall total duration form the lowest to the highest."
}
] |
[
{
"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{\"13764\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-16 19:55:03.000000+00:00\", \"2022-02-07 12:31:35.000000+00:00\", \"2021-05-17 03:18:34.000000+00:00\", \"2021-03-05 10:02:55.000000+00:00\", \"2020-07-29 22:58:04.000000+00:00\"], \"session_ids\": [\"c974a0f6-7c2f-4cf5-91b1-0ee25e9bb714\", \"02d6fc6c-7776-44ec-883d-f1dab2321b09\", \"46317f9f-d6cc-4f0d-a7e9-7fda1e89a50d\", \"c483a38c-cdbf-4c0f-8d7c-398609784340\", \"bfb3816f-0581-4a3e-ae78-c32670369ff0\"], \"total_duration\": 2807.0, \"total_sessions\": 5, \"mean_week_duration\": 25.991}, \"49341\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-04 12:22:01.000000+00:00\", \"2020-09-11 11:04:28.000000+00:00\", \"2020-07-24 04:40:50.000000+00:00\"], \"session_ids\": [\"c2fde4e3-7042-4248-afc9-6b130302cbb5\", \"0d390533-59e1-465a-a48c-1e7ebb65fa13\", \"e2ca68f5-08b7-4f9c-afae-b7f3c1b6d12e\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 2.79}, \"10897\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-25 06:27:46.000000+00:00\", \"2022-01-28 09:44:13.000000+00:00\"], \"session_ids\": [\"569cd2c5-9a11-4eb5-a1bd-e642a3d7bd5f\", \"90fb1930-de56-41e4-a744-0a2400165b1c\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 5.667}, \"3736\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-26 06:05:34.000000+00:00\", \"2021-05-05 05:02:29.000000+00:00\"], \"session_ids\": [\"9304712f-c525-4cca-97c6-128b28c0edbc\", \"942c8422-00b1-4c54-9254-5653baf3161b\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.964}, \"18463\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-22 13:20:50.000000+00:00\", \"2020-03-06 14:20:26.000000+00:00\"], \"session_ids\": [\"91b86b70-f2f4-4e58-9381-726330a432bd\", \"7f6502b0-addc-422f-8f7b-60e996df2d5e\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}, \"98475\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-18 12:01:32.000000+00:00\", \"2021-08-15 16:19:02.000000+00:00\"], \"session_ids\": [\"f6b649c5-caca-4eb9-8596-83a53c3ebafb\", \"af931899-7736-40bc-830a-a5a91a42ffde\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 1.924}, \"6742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-19 02:06:48.000000+00:00\", \"2022-08-21 13:25:42.000000+00:00\", \"2022-05-20 03:28:58.000000+00:00\"], \"session_ids\": [\"b9e7c639-3f86-4aad-ae3c-230f07fe73b4\", \"05b9ea32-2690-4f2a-ac88-c0b7738d6d7b\", \"9c4f42df-c891-442f-a506-84b8c8153070\"], \"total_duration\": 360.0, \"total_sessions\": 3, \"mean_week_duration\": 10.286}, \"90408\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-03-14 00:22:15.000000+00:00\", \"2022-04-19 18:10:21.000000+00:00\"], \"session_ids\": [\"ed3bb7c8-9c2c-4eab-8426-9677883f9339\", \"bf8385d1-78a0-44b3-9dc7-904ffaaf3b5a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 4.667}, \"74001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-02 07:30:35.000000+00:00\", \"2019-10-01 05:11:56.000000+00:00\"], \"session_ids\": [\"974c1685-c752-4325-82fe-ef7ce79becfa\", \"ba339b78-16a9-4587-9a4a-e66567961b24\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.797}, \"63120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-06 09:05:32.000000+00:00\", \"2021-11-18 05:01:07.000000+00:00\"], \"session_ids\": [\"55177010-e899-44f0-b204-90560f8ebc48\", \"4022389d-994d-4120-b6b6-01d4b45b0190\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 2.898}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 12 and are equal or greater than 29"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 29]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49341\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-04 12:22:01.000000+00:00\", \"2020-09-11 11:04:28.000000+00:00\", \"2020-07-24 04:40:50.000000+00:00\"], \"session_ids\": [\"c2fde4e3-7042-4248-afc9-6b130302cbb5\", \"0d390533-59e1-465a-a48c-1e7ebb65fa13\", \"e2ca68f5-08b7-4f9c-afae-b7f3c1b6d12e\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 2.79}, \"10897\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-25 06:27:46.000000+00:00\", \"2022-01-28 09:44:13.000000+00:00\"], \"session_ids\": [\"569cd2c5-9a11-4eb5-a1bd-e642a3d7bd5f\", \"90fb1930-de56-41e4-a744-0a2400165b1c\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 5.667}, \"3736\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-26 06:05:34.000000+00:00\", \"2021-05-05 05:02:29.000000+00:00\"], \"session_ids\": [\"9304712f-c525-4cca-97c6-128b28c0edbc\", \"942c8422-00b1-4c54-9254-5653baf3161b\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.964}, \"18463\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-22 13:20:50.000000+00:00\", \"2020-03-06 14:20:26.000000+00:00\"], \"session_ids\": [\"91b86b70-f2f4-4e58-9381-726330a432bd\", \"7f6502b0-addc-422f-8f7b-60e996df2d5e\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}, \"98475\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-18 12:01:32.000000+00:00\", \"2021-08-15 16:19:02.000000+00:00\"], \"session_ids\": [\"f6b649c5-caca-4eb9-8596-83a53c3ebafb\", \"af931899-7736-40bc-830a-a5a91a42ffde\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 1.924}, \"6742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-19 02:06:48.000000+00:00\", \"2022-08-21 13:25:42.000000+00:00\", \"2022-05-20 03:28:58.000000+00:00\"], \"session_ids\": [\"b9e7c639-3f86-4aad-ae3c-230f07fe73b4\", \"05b9ea32-2690-4f2a-ac88-c0b7738d6d7b\", \"9c4f42df-c891-442f-a506-84b8c8153070\"], \"total_duration\": 360.0, \"total_sessions\": 3, \"mean_week_duration\": 10.286}, \"90408\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-03-14 00:22:15.000000+00:00\", \"2022-04-19 18:10:21.000000+00:00\"], \"session_ids\": [\"ed3bb7c8-9c2c-4eab-8426-9677883f9339\", \"bf8385d1-78a0-44b3-9dc7-904ffaaf3b5a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 4.667}, \"74001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-02 07:30:35.000000+00:00\", \"2019-10-01 05:11:56.000000+00:00\"], \"session_ids\": [\"974c1685-c752-4325-82fe-ef7ce79becfa\", \"ba339b78-16a9-4587-9a4a-e66567961b24\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.797}, \"63120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-06 09:05:32.000000+00:00\", \"2021-11-18 05:01:07.000000+00:00\"], \"session_ids\": [\"55177010-e899-44f0-b204-90560f8ebc48\", \"4022389d-994d-4120-b6b6-01d4b45b0190\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 2.898}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90408\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-03-14 00:22:15.000000+00:00\", \"2022-04-19 18:10:21.000000+00:00\"], \"session_ids\": [\"ed3bb7c8-9c2c-4eab-8426-9677883f9339\", \"bf8385d1-78a0-44b3-9dc7-904ffaaf3b5a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 4.667}}, {\"3736\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-26 06:05:34.000000+00:00\", \"2021-05-05 05:02:29.000000+00:00\"], \"session_ids\": [\"9304712f-c525-4cca-97c6-128b28c0edbc\", \"942c8422-00b1-4c54-9254-5653baf3161b\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.964}}, {\"98475\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-18 12:01:32.000000+00:00\", \"2021-08-15 16:19:02.000000+00:00\"], \"session_ids\": [\"f6b649c5-caca-4eb9-8596-83a53c3ebafb\", \"af931899-7736-40bc-830a-a5a91a42ffde\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 1.924}}, {\"74001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-02 07:30:35.000000+00:00\", \"2019-10-01 05:11:56.000000+00:00\"], \"session_ids\": [\"974c1685-c752-4325-82fe-ef7ce79becfa\", \"ba339b78-16a9-4587-9a4a-e66567961b24\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.797}}, {\"18463\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-22 13:20:50.000000+00:00\", \"2020-03-06 14:20:26.000000+00:00\"], \"session_ids\": [\"91b86b70-f2f4-4e58-9381-726330a432bd\", \"7f6502b0-addc-422f-8f7b-60e996df2d5e\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}, {\"63120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-06 09:05:32.000000+00:00\", \"2021-11-18 05:01:07.000000+00:00\"], \"session_ids\": [\"55177010-e899-44f0-b204-90560f8ebc48\", \"4022389d-994d-4120-b6b6-01d4b45b0190\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 2.898}}, {\"49341\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-04 12:22:01.000000+00:00\", \"2020-09-11 11:04:28.000000+00:00\", \"2020-07-24 04:40:50.000000+00:00\"], \"session_ids\": [\"c2fde4e3-7042-4248-afc9-6b130302cbb5\", \"0d390533-59e1-465a-a48c-1e7ebb65fa13\", \"e2ca68f5-08b7-4f9c-afae-b7f3c1b6d12e\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 2.79}}, {\"6742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-19 02:06:48.000000+00:00\", \"2022-08-21 13:25:42.000000+00:00\", \"2022-05-20 03:28:58.000000+00:00\"], \"session_ids\": [\"b9e7c639-3f86-4aad-ae3c-230f07fe73b4\", \"05b9ea32-2690-4f2a-ac88-c0b7738d6d7b\", \"9c4f42df-c891-442f-a506-84b8c8153070\"], \"total_duration\": 360.0, \"total_sessions\": 3, \"mean_week_duration\": 10.286}}, {\"10897\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-25 06:27:46.000000+00:00\", \"2022-01-28 09:44:13.000000+00:00\"], \"session_ids\": [\"569cd2c5-9a11-4eb5-a1bd-e642a3d7bd5f\", \"90fb1930-de56-41e4-a744-0a2400165b1c\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 5.667}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding 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[{\"90408\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-03-14 00:22:15.000000+00:00\", \"2022-04-19 18:10:21.000000+00:00\"], \"session_ids\": [\"ed3bb7c8-9c2c-4eab-8426-9677883f9339\", \"bf8385d1-78a0-44b3-9dc7-904ffaaf3b5a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 4.667}}, {\"3736\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-26 06:05:34.000000+00:00\", \"2021-05-05 05:02:29.000000+00:00\"], \"session_ids\": [\"9304712f-c525-4cca-97c6-128b28c0edbc\", \"942c8422-00b1-4c54-9254-5653baf3161b\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.964}}, {\"98475\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-18 12:01:32.000000+00:00\", \"2021-08-15 16:19:02.000000+00:00\"], \"session_ids\": [\"f6b649c5-caca-4eb9-8596-83a53c3ebafb\", \"af931899-7736-40bc-830a-a5a91a42ffde\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 1.924}}, {\"74001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-02 07:30:35.000000+00:00\", \"2019-10-01 05:11:56.000000+00:00\"], \"session_ids\": [\"974c1685-c752-4325-82fe-ef7ce79becfa\", \"ba339b78-16a9-4587-9a4a-e66567961b24\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.797}}, {\"18463\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-22 13:20:50.000000+00:00\", \"2020-03-06 14:20:26.000000+00:00\"], \"session_ids\": [\"91b86b70-f2f4-4e58-9381-726330a432bd\", \"7f6502b0-addc-422f-8f7b-60e996df2d5e\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}, {\"63120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-06 09:05:32.000000+00:00\", \"2021-11-18 05:01:07.000000+00:00\"], \"session_ids\": [\"55177010-e899-44f0-b204-90560f8ebc48\", \"4022389d-994d-4120-b6b6-01d4b45b0190\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 2.898}}, {\"49341\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-04 12:22:01.000000+00:00\", \"2020-09-11 11:04:28.000000+00:00\", \"2020-07-24 04:40:50.000000+00:00\"], \"session_ids\": [\"c2fde4e3-7042-4248-afc9-6b130302cbb5\", \"0d390533-59e1-465a-a48c-1e7ebb65fa13\", \"e2ca68f5-08b7-4f9c-afae-b7f3c1b6d12e\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 2.79}}]\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[{\"90408\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-03-14 00:22:15.000000+00:00\", \"2022-04-19 18:10:21.000000+00:00\"], \"session_ids\": [\"ed3bb7c8-9c2c-4eab-8426-9677883f9339\", \"bf8385d1-78a0-44b3-9dc7-904ffaaf3b5a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 4.667}}, {\"3736\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-26 06:05:34.000000+00:00\", \"2021-05-05 05:02:29.000000+00:00\"], \"session_ids\": [\"9304712f-c525-4cca-97c6-128b28c0edbc\", \"942c8422-00b1-4c54-9254-5653baf3161b\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.964}}, {\"98475\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-18 12:01:32.000000+00:00\", \"2021-08-15 16:19:02.000000+00:00\"], \"session_ids\": [\"f6b649c5-caca-4eb9-8596-83a53c3ebafb\", \"af931899-7736-40bc-830a-a5a91a42ffde\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 1.924}}, {\"74001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-02 07:30:35.000000+00:00\", \"2019-10-01 05:11:56.000000+00:00\"], \"session_ids\": [\"974c1685-c752-4325-82fe-ef7ce79becfa\", \"ba339b78-16a9-4587-9a4a-e66567961b24\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.797}}, {\"18463\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-22 13:20:50.000000+00:00\", \"2020-03-06 14:20:26.000000+00:00\"], \"session_ids\": [\"91b86b70-f2f4-4e58-9381-726330a432bd\", \"7f6502b0-addc-422f-8f7b-60e996df2d5e\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}, {\"63120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-06 09:05:32.000000+00:00\", \"2021-11-18 05:01:07.000000+00:00\"], \"session_ids\": [\"55177010-e899-44f0-b204-90560f8ebc48\", \"4022389d-994d-4120-b6b6-01d4b45b0190\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 2.898}}, {\"49341\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-04 12:22:01.000000+00:00\", \"2020-09-11 11:04:28.000000+00:00\", \"2020-07-24 04:40:50.000000+00:00\"], \"session_ids\": [\"c2fde4e3-7042-4248-afc9-6b130302cbb5\", \"0d390533-59e1-465a-a48c-1e7ebb65fa13\", \"e2ca68f5-08b7-4f9c-afae-b7f3c1b6d12e\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 2.79}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me users pieces of information who are currently living in cities Rio de Janeiro, Kingston, Lima, Karachi, London, Vienna and perform sorting by duration summation decliningly."
}
] |
[
{
"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{\"69028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-01-06 11:02:14.000000+00:00\", \"2022-06-15 01:20:38.000000+00:00\", \"2023-06-02 20:43:41.000000+00:00\", \"2019-03-28 21:31:08.000000+00:00\", \"2021-06-07 17:54:11.000000+00:00\"], \"session_ids\": [\"26532270-eccd-4533-a844-dc13427e09f3\", \"107a4f77-d21c-4a70-a34a-d20c19b7e945\", \"5faf9eb5-7e79-41ad-b690-05b110a8faa0\", \"67733fd1-5f69-40b0-b68d-1edeb18536e5\", \"951e4d0e-ff94-4cb8-be9f-09b2437e3f56\"], \"total_duration\": 1012.0, \"total_sessions\": 5, \"mean_week_duration\": 4.642}, \"33362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-28 20:25:43.000000+00:00\", \"2022-05-23 22:04:34.000000+00:00\"], \"session_ids\": [\"f7a37420-6265-48b2-8517-0e4168179ce4\", \"6ef127f8-494f-4a03-81f5-c1800d10c144\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}, \"59719\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-02-23 07:28:15.000000+00:00\", \"2020-03-22 21:34:27.000000+00:00\", \"2020-03-05 02:51:42.000000+00:00\", \"2022-03-10 21:51:27.000000+00:00\", \"2021-06-23 18:08:02.000000+00:00\", \"2020-12-01 14:28:34.000000+00:00\", \"2022-01-26 01:14:03.000000+00:00\", \"2021-11-01 13:23:24.000000+00:00\", \"2021-12-20 23:41:22.000000+00:00\", \"2020-08-29 09:53:16.000000+00:00\", \"2023-06-10 00:21:32.000000+00:00\"], \"session_ids\": [\"edbdc8c6-4a7a-43d6-90ce-37d1f513d3b8\", \"eb892a8c-4ae8-4a80-92b8-727eb394d344\", \"56ab58a5-0f3e-4e5b-8e7a-697e099a9727\", \"fb3ab04a-aec8-4044-982d-fad989bb6872\", \"4daca4fb-0f84-4a9d-b44f-fe3caa2a6571\", \"d3592adc-84fc-4be2-9980-a5d036a5a9d2\", \"c93dd277-d6cb-4963-8f7e-8d85671c2ae9\", \"9ff4b451-9c91-48a1-b85a-9292ff129c79\", \"26ea05df-b240-4f13-a251-24da4b91f8aa\", \"99c03da0-4cb4-42d0-a1af-ebecc06f87ac\", \"92602e27-53db-48cb-920d-6e0b2eaa3e24\"], \"total_duration\": 13335.0, \"total_sessions\": 11, \"mean_week_duration\": 77.982}, \"12183\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-16 13:22:03.000000+00:00\", \"2019-10-08 13:01:03.000000+00:00\"], \"session_ids\": [\"5ca7aa93-4875-4ef7-983a-806616fc359c\", \"208ade9f-4a2e-4288-aa8d-b680ef8b5274\"], \"total_duration\": 453.0, \"total_sessions\": 2, \"mean_week_duration\": 6.38}, \"40605\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-05-06 14:41:12.000000+00:00\", \"2021-03-17 22:54:43.000000+00:00\"], \"session_ids\": [\"9f1a547f-2c1f-4b15-a7cd-b32a6e5e75dd\", \"1d532fdf-f145-4c62-ae3b-5f6971a33ced\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 5.117}, \"3551\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-08 05:19:09.000000+00:00\", \"2023-03-28 04:55:50.000000+00:00\", \"2021-04-06 16:07:49.000000+00:00\"], \"session_ids\": [\"934ca597-8f70-4fd7-8607-c959888b3124\", \"513cec72-6b3e-459a-b5fa-5c14b917a69e\", \"7cafcc52-5716-4764-92c8-43326e284835\"], \"total_duration\": 283.0, \"total_sessions\": 3, \"mean_week_duration\": 2.748}, \"7563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-24 13:12:46.000000+00:00\", \"2020-12-12 14:03:47.000000+00:00\"], \"session_ids\": [\"79722296-8473-4e89-bacf-3fc2a31be9f3\", \"4d7201e4-d290-4472-9284-7187b69d7ebc\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}, \"90652\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-04 13:11:49.000000+00:00\", \"2020-03-10 07:58:34.000000+00:00\", \"2022-12-20 07:38:42.000000+00:00\"], \"session_ids\": [\"96b54a8c-c933-4462-a8bc-65567ecbc52c\", \"0a5b573f-1de7-4a5d-98d5-178721b7f231\", \"eb9c1bda-1c93-4eb3-82ef-7abdef9d2c4b\"], \"total_duration\": 745.0, \"total_sessions\": 3, \"mean_week_duration\": 3.763}, \"30884\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-04 20:18:23.000000+00:00\", \"2020-07-29 14:33:01.000000+00:00\"], \"session_ids\": [\"9eb8b7b6-53f8-42a6-a030-2f703a47997d\", \"aad95b58-f69b-4099-9f6b-c9ff9b953122\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.345}, \"7369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-16 07:05:56.000000+00:00\", \"2022-01-24 03:45:55.000000+00:00\"], \"session_ids\": [\"a896fd0f-9cd7-48a1-b115-9321a200c27b\", \"6148155c-5870-40ff-b091-49a2d56dc92e\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 3.579}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Rio de Janeiro, Kingston, Lima, Karachi, London, Vienna"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Rio de Janeiro\", \"Kingston\", \"Lima\", \"Karachi\", \"London\", \"Vienna\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-24 13:12:46.000000+00:00\", \"2020-12-12 14:03:47.000000+00:00\"], \"session_ids\": [\"79722296-8473-4e89-bacf-3fc2a31be9f3\", \"4d7201e4-d290-4472-9284-7187b69d7ebc\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}, \"90652\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-04 13:11:49.000000+00:00\", \"2020-03-10 07:58:34.000000+00:00\", \"2022-12-20 07:38:42.000000+00:00\"], \"session_ids\": [\"96b54a8c-c933-4462-a8bc-65567ecbc52c\", \"0a5b573f-1de7-4a5d-98d5-178721b7f231\", \"eb9c1bda-1c93-4eb3-82ef-7abdef9d2c4b\"], \"total_duration\": 745.0, \"total_sessions\": 3, \"mean_week_duration\": 3.763}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90652\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-04 13:11:49.000000+00:00\", \"2020-03-10 07:58:34.000000+00:00\", \"2022-12-20 07:38:42.000000+00:00\"], \"session_ids\": [\"96b54a8c-c933-4462-a8bc-65567ecbc52c\", \"0a5b573f-1de7-4a5d-98d5-178721b7f231\", \"eb9c1bda-1c93-4eb3-82ef-7abdef9d2c4b\"], \"total_duration\": 745.0, \"total_sessions\": 3, \"mean_week_duration\": 3.763}}, {\"7563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-24 13:12:46.000000+00:00\", \"2020-12-12 14:03:47.000000+00:00\"], \"session_ids\": [\"79722296-8473-4e89-bacf-3fc2a31be9f3\", \"4d7201e4-d290-4472-9284-7187b69d7ebc\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}}]\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[{\"90652\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-04 13:11:49.000000+00:00\", \"2020-03-10 07:58:34.000000+00:00\", \"2022-12-20 07:38:42.000000+00:00\"], \"session_ids\": [\"96b54a8c-c933-4462-a8bc-65567ecbc52c\", \"0a5b573f-1de7-4a5d-98d5-178721b7f231\", \"eb9c1bda-1c93-4eb3-82ef-7abdef9d2c4b\"], \"total_duration\": 745.0, \"total_sessions\": 3, \"mean_week_duration\": 3.763}}, {\"7563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-24 13:12:46.000000+00:00\", \"2020-12-12 14:03:47.000000+00:00\"], \"session_ids\": [\"79722296-8473-4e89-bacf-3fc2a31be9f3\", \"4d7201e4-d290-4472-9284-7187b69d7ebc\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user who isn't currently living in city Amsterdam as well as perform sorting by total_sessions descendingly."
}
] |
[
{
"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{\"25695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-04 06:24:36.000000+00:00\", \"2019-12-09 20:30:13.000000+00:00\", \"2021-11-02 01:42:00.000000+00:00\", \"2020-10-30 00:16:10.000000+00:00\", \"2022-09-19 01:15:13.000000+00:00\", \"2022-02-21 05:49:34.000000+00:00\", \"2023-03-13 23:29:10.000000+00:00\", \"2022-11-12 18:33:54.000000+00:00\", \"2023-06-06 11:55:07.000000+00:00\", \"2020-06-19 18:31:07.000000+00:00\", \"2021-07-25 16:46:03.000000+00:00\"], \"session_ids\": [\"d8dc1d3a-1761-48cf-a487-2164d103cddf\", \"c20fec66-0efa-4762-baf7-62c28f4c437a\", \"b97e2f1f-0c27-4b43-b05a-1694d188f7e5\", \"bb35b5b2-0c25-4ddc-a68f-a321780554ce\", \"84be7f01-2eff-4ec3-91ab-c58cce92d524\", \"c37a0dc5-1647-42af-bcc5-b9d0e3eaf8a8\", \"1e7c8428-389a-4f06-8610-399c78a933c2\", \"a5108320-98b8-4ce4-8ce6-fb4e260bb777\", \"d2e8ef7c-0139-479f-a84a-c37db9f57ad3\", \"da47f63d-7c49-4643-9518-d6f669ad9db0\", \"6fe663e3-9e1e-43e7-a10c-bcf4dd9f3355\"], \"total_duration\": 1271.0, \"total_sessions\": 11, \"mean_week_duration\": 6.984}, \"49740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-20 15:50:37.000000+00:00\", \"2022-06-05 01:26:01.000000+00:00\", \"2020-02-18 13:30:34.000000+00:00\", \"2022-07-01 11:43:02.000000+00:00\", \"2020-04-17 16:34:43.000000+00:00\", \"2023-03-30 21:32:41.000000+00:00\"], \"session_ids\": [\"cd71235b-23ab-4574-90dd-43fe3b3de9af\", \"73d1db19-e7c6-4e31-be47-d8bb80062e01\", \"86a19013-67b9-433a-b7c6-2f12f745fc4f\", \"17ad539f-71e3-4749-ba34-0546922f09a2\", \"9960a5de-bf0b-4577-8b7f-9244c0855c25\", \"4c32b39d-59a5-4e6e-a7ca-761796b451c6\"], \"total_duration\": 1559.0, \"total_sessions\": 6, \"mean_week_duration\": 9.564}, \"90161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-03-07 22:08:41.000000+00:00\", \"2021-08-17 18:24:17.000000+00:00\", \"2021-12-11 07:51:30.000000+00:00\"], \"session_ids\": [\"04d85efc-ab48-46dd-8b6e-b6c3f1c91b21\", \"a0e9e9a9-da44-48d1-8b40-2ddc964962a1\", \"b0fd191e-a95f-483f-8b84-50d89e50a7c7\"], \"total_duration\": 335.0, \"total_sessions\": 3, \"mean_week_duration\": 3.641}, \"51992\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-09-01 17:42:50.000000+00:00\", \"2020-10-17 13:17:09.000000+00:00\", \"2019-11-17 17:12:55.000000+00:00\", \"2019-02-02 08:20:32.000000+00:00\", \"2020-05-08 18:48:13.000000+00:00\", \"2022-02-03 20:41:52.000000+00:00\", \"2021-10-20 13:00:51.000000+00:00\"], \"session_ids\": [\"dd0d7189-e025-4d59-9a71-41340686cea5\", \"0916b777-ea06-4824-87cf-4fac75e739b7\", \"34df4484-141d-4dfc-9f33-fc8b2a4e7309\", \"de5ad835-cf50-4252-9adc-219a7a691554\", \"b5ae4369-3a34-42fc-9631-f679be0f780b\", \"08b32854-8cd4-4f65-ba11-f5e2ac1e4121\", \"1230b93c-bc02-4d3c-83e0-aaa19beb3800\"], \"total_duration\": 487.0, \"total_sessions\": 7, \"mean_week_duration\": 3.102}, \"86248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-25 15:46:57.000000+00:00\", \"2022-05-04 01:41:08.000000+00:00\", \"2022-08-03 17:33:10.000000+00:00\"], \"session_ids\": [\"3b6afccb-9cc5-47de-899d-8da473c44c14\", \"667b4ff1-47ae-4956-a69a-e892d599ad25\", \"32a19523-1b66-4c4d-8eda-f1570c8663ac\"], \"total_duration\": 52.0, \"total_sessions\": 3, \"mean_week_duration\": 1.209}, \"41512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-03-06 19:57:09.000000+00:00\", \"2021-11-30 11:32:38.000000+00:00\"], \"session_ids\": [\"e7592a47-8d5d-45ed-adf5-c9f4b6505169\", \"faf00aad-e799-4f56-b63f-725541411c82\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}, \"3942\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-11-06 09:21:58.000000+00:00\", \"2023-05-08 21:08:33.000000+00:00\"], \"session_ids\": [\"b349cbe3-77b3-4ed9-9bb6-54178e67484e\", \"c26fe625-0cbe-404f-a4f1-6b3b29df3f9a\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.213}, \"13080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-08 22:41:37.000000+00:00\", \"2022-12-03 11:59:53.000000+00:00\", \"2019-05-02 14:16:31.000000+00:00\"], \"session_ids\": [\"4748218d-3de2-4e22-a2ab-0dc838dfced2\", \"e8ff635e-1e29-4b15-a252-1220cb1f3d0e\", \"a4f70ea1-6c57-4d64-aa77-2bdbaea649fe\"], \"total_duration\": 99.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}, \"36805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-18 16:18:11.000000+00:00\", \"2020-11-25 13:42:08.000000+00:00\"], \"session_ids\": [\"71646a0a-38c1-40cb-9d6d-9ef29f9745ff\", \"9973df6f-35b2-4d59-9de6-a1172c7d8289\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.268}, \"23994\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-16 05:47:32.000000+00:00\", \"2019-10-20 01:41:13.000000+00:00\", \"2019-02-24 11:23:30.000000+00:00\", \"2019-07-19 18:25:01.000000+00:00\", \"2022-07-11 22:50:57.000000+00:00\", \"2019-06-13 21:59:09.000000+00:00\"], \"session_ids\": [\"47ee6681-1528-4b1b-ac44-ed2b088d3ad7\", \"ece67c22-7af7-4d54-b05c-81d69653cc23\", \"8df15674-e946-4543-a374-9918a1fa4ff2\", \"68fc2128-5fd8-40d4-9261-4005990ad74f\", \"897dbf97-743e-4585-b2b4-1fc770c52284\", \"02a6af47-bf07-4290-a9eb-968cda6f0557\"], \"total_duration\": 5699.0, \"total_sessions\": 6, \"mean_week_duration\": 32.198}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Amsterdam"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Amsterdam\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-04 06:24:36.000000+00:00\", \"2019-12-09 20:30:13.000000+00:00\", \"2021-11-02 01:42:00.000000+00:00\", \"2020-10-30 00:16:10.000000+00:00\", \"2022-09-19 01:15:13.000000+00:00\", \"2022-02-21 05:49:34.000000+00:00\", \"2023-03-13 23:29:10.000000+00:00\", \"2022-11-12 18:33:54.000000+00:00\", \"2023-06-06 11:55:07.000000+00:00\", \"2020-06-19 18:31:07.000000+00:00\", \"2021-07-25 16:46:03.000000+00:00\"], \"session_ids\": [\"d8dc1d3a-1761-48cf-a487-2164d103cddf\", \"c20fec66-0efa-4762-baf7-62c28f4c437a\", \"b97e2f1f-0c27-4b43-b05a-1694d188f7e5\", \"bb35b5b2-0c25-4ddc-a68f-a321780554ce\", \"84be7f01-2eff-4ec3-91ab-c58cce92d524\", \"c37a0dc5-1647-42af-bcc5-b9d0e3eaf8a8\", \"1e7c8428-389a-4f06-8610-399c78a933c2\", \"a5108320-98b8-4ce4-8ce6-fb4e260bb777\", \"d2e8ef7c-0139-479f-a84a-c37db9f57ad3\", \"da47f63d-7c49-4643-9518-d6f669ad9db0\", \"6fe663e3-9e1e-43e7-a10c-bcf4dd9f3355\"], \"total_duration\": 1271.0, \"total_sessions\": 11, \"mean_week_duration\": 6.984}, \"49740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-20 15:50:37.000000+00:00\", \"2022-06-05 01:26:01.000000+00:00\", \"2020-02-18 13:30:34.000000+00:00\", \"2022-07-01 11:43:02.000000+00:00\", \"2020-04-17 16:34:43.000000+00:00\", \"2023-03-30 21:32:41.000000+00:00\"], \"session_ids\": [\"cd71235b-23ab-4574-90dd-43fe3b3de9af\", \"73d1db19-e7c6-4e31-be47-d8bb80062e01\", \"86a19013-67b9-433a-b7c6-2f12f745fc4f\", \"17ad539f-71e3-4749-ba34-0546922f09a2\", \"9960a5de-bf0b-4577-8b7f-9244c0855c25\", \"4c32b39d-59a5-4e6e-a7ca-761796b451c6\"], \"total_duration\": 1559.0, \"total_sessions\": 6, \"mean_week_duration\": 9.564}, \"90161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-03-07 22:08:41.000000+00:00\", \"2021-08-17 18:24:17.000000+00:00\", \"2021-12-11 07:51:30.000000+00:00\"], \"session_ids\": [\"04d85efc-ab48-46dd-8b6e-b6c3f1c91b21\", \"a0e9e9a9-da44-48d1-8b40-2ddc964962a1\", \"b0fd191e-a95f-483f-8b84-50d89e50a7c7\"], \"total_duration\": 335.0, \"total_sessions\": 3, \"mean_week_duration\": 3.641}, \"51992\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-09-01 17:42:50.000000+00:00\", \"2020-10-17 13:17:09.000000+00:00\", \"2019-11-17 17:12:55.000000+00:00\", \"2019-02-02 08:20:32.000000+00:00\", \"2020-05-08 18:48:13.000000+00:00\", \"2022-02-03 20:41:52.000000+00:00\", \"2021-10-20 13:00:51.000000+00:00\"], \"session_ids\": [\"dd0d7189-e025-4d59-9a71-41340686cea5\", \"0916b777-ea06-4824-87cf-4fac75e739b7\", \"34df4484-141d-4dfc-9f33-fc8b2a4e7309\", \"de5ad835-cf50-4252-9adc-219a7a691554\", \"b5ae4369-3a34-42fc-9631-f679be0f780b\", \"08b32854-8cd4-4f65-ba11-f5e2ac1e4121\", \"1230b93c-bc02-4d3c-83e0-aaa19beb3800\"], \"total_duration\": 487.0, \"total_sessions\": 7, \"mean_week_duration\": 3.102}, \"86248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-25 15:46:57.000000+00:00\", \"2022-05-04 01:41:08.000000+00:00\", \"2022-08-03 17:33:10.000000+00:00\"], \"session_ids\": [\"3b6afccb-9cc5-47de-899d-8da473c44c14\", \"667b4ff1-47ae-4956-a69a-e892d599ad25\", \"32a19523-1b66-4c4d-8eda-f1570c8663ac\"], \"total_duration\": 52.0, \"total_sessions\": 3, \"mean_week_duration\": 1.209}, \"41512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-03-06 19:57:09.000000+00:00\", \"2021-11-30 11:32:38.000000+00:00\"], \"session_ids\": [\"e7592a47-8d5d-45ed-adf5-c9f4b6505169\", \"faf00aad-e799-4f56-b63f-725541411c82\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}, \"3942\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-11-06 09:21:58.000000+00:00\", \"2023-05-08 21:08:33.000000+00:00\"], \"session_ids\": [\"b349cbe3-77b3-4ed9-9bb6-54178e67484e\", \"c26fe625-0cbe-404f-a4f1-6b3b29df3f9a\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.213}, \"13080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-08 22:41:37.000000+00:00\", \"2022-12-03 11:59:53.000000+00:00\", \"2019-05-02 14:16:31.000000+00:00\"], \"session_ids\": [\"4748218d-3de2-4e22-a2ab-0dc838dfced2\", \"e8ff635e-1e29-4b15-a252-1220cb1f3d0e\", \"a4f70ea1-6c57-4d64-aa77-2bdbaea649fe\"], \"total_duration\": 99.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}, \"36805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-18 16:18:11.000000+00:00\", \"2020-11-25 13:42:08.000000+00:00\"], \"session_ids\": [\"71646a0a-38c1-40cb-9d6d-9ef29f9745ff\", \"9973df6f-35b2-4d59-9de6-a1172c7d8289\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.268}, \"23994\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-16 05:47:32.000000+00:00\", \"2019-10-20 01:41:13.000000+00:00\", \"2019-02-24 11:23:30.000000+00:00\", \"2019-07-19 18:25:01.000000+00:00\", \"2022-07-11 22:50:57.000000+00:00\", \"2019-06-13 21:59:09.000000+00:00\"], \"session_ids\": [\"47ee6681-1528-4b1b-ac44-ed2b088d3ad7\", \"ece67c22-7af7-4d54-b05c-81d69653cc23\", \"8df15674-e946-4543-a374-9918a1fa4ff2\", \"68fc2128-5fd8-40d4-9261-4005990ad74f\", \"897dbf97-743e-4585-b2b4-1fc770c52284\", \"02a6af47-bf07-4290-a9eb-968cda6f0557\"], \"total_duration\": 5699.0, \"total_sessions\": 6, \"mean_week_duration\": 32.198}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-04 06:24:36.000000+00:00\", \"2019-12-09 20:30:13.000000+00:00\", \"2021-11-02 01:42:00.000000+00:00\", \"2020-10-30 00:16:10.000000+00:00\", \"2022-09-19 01:15:13.000000+00:00\", \"2022-02-21 05:49:34.000000+00:00\", \"2023-03-13 23:29:10.000000+00:00\", \"2022-11-12 18:33:54.000000+00:00\", \"2023-06-06 11:55:07.000000+00:00\", \"2020-06-19 18:31:07.000000+00:00\", \"2021-07-25 16:46:03.000000+00:00\"], \"session_ids\": [\"d8dc1d3a-1761-48cf-a487-2164d103cddf\", \"c20fec66-0efa-4762-baf7-62c28f4c437a\", \"b97e2f1f-0c27-4b43-b05a-1694d188f7e5\", \"bb35b5b2-0c25-4ddc-a68f-a321780554ce\", \"84be7f01-2eff-4ec3-91ab-c58cce92d524\", \"c37a0dc5-1647-42af-bcc5-b9d0e3eaf8a8\", \"1e7c8428-389a-4f06-8610-399c78a933c2\", \"a5108320-98b8-4ce4-8ce6-fb4e260bb777\", \"d2e8ef7c-0139-479f-a84a-c37db9f57ad3\", \"da47f63d-7c49-4643-9518-d6f669ad9db0\", \"6fe663e3-9e1e-43e7-a10c-bcf4dd9f3355\"], \"total_duration\": 1271.0, \"total_sessions\": 11, \"mean_week_duration\": 6.984}}, {\"51992\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-09-01 17:42:50.000000+00:00\", \"2020-10-17 13:17:09.000000+00:00\", \"2019-11-17 17:12:55.000000+00:00\", \"2019-02-02 08:20:32.000000+00:00\", \"2020-05-08 18:48:13.000000+00:00\", \"2022-02-03 20:41:52.000000+00:00\", \"2021-10-20 13:00:51.000000+00:00\"], \"session_ids\": [\"dd0d7189-e025-4d59-9a71-41340686cea5\", \"0916b777-ea06-4824-87cf-4fac75e739b7\", \"34df4484-141d-4dfc-9f33-fc8b2a4e7309\", \"de5ad835-cf50-4252-9adc-219a7a691554\", \"b5ae4369-3a34-42fc-9631-f679be0f780b\", \"08b32854-8cd4-4f65-ba11-f5e2ac1e4121\", \"1230b93c-bc02-4d3c-83e0-aaa19beb3800\"], \"total_duration\": 487.0, \"total_sessions\": 7, \"mean_week_duration\": 3.102}}, {\"49740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-20 15:50:37.000000+00:00\", \"2022-06-05 01:26:01.000000+00:00\", \"2020-02-18 13:30:34.000000+00:00\", \"2022-07-01 11:43:02.000000+00:00\", \"2020-04-17 16:34:43.000000+00:00\", \"2023-03-30 21:32:41.000000+00:00\"], \"session_ids\": [\"cd71235b-23ab-4574-90dd-43fe3b3de9af\", \"73d1db19-e7c6-4e31-be47-d8bb80062e01\", \"86a19013-67b9-433a-b7c6-2f12f745fc4f\", \"17ad539f-71e3-4749-ba34-0546922f09a2\", \"9960a5de-bf0b-4577-8b7f-9244c0855c25\", \"4c32b39d-59a5-4e6e-a7ca-761796b451c6\"], \"total_duration\": 1559.0, \"total_sessions\": 6, \"mean_week_duration\": 9.564}}, {\"23994\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-16 05:47:32.000000+00:00\", \"2019-10-20 01:41:13.000000+00:00\", \"2019-02-24 11:23:30.000000+00:00\", \"2019-07-19 18:25:01.000000+00:00\", \"2022-07-11 22:50:57.000000+00:00\", \"2019-06-13 21:59:09.000000+00:00\"], \"session_ids\": [\"47ee6681-1528-4b1b-ac44-ed2b088d3ad7\", \"ece67c22-7af7-4d54-b05c-81d69653cc23\", \"8df15674-e946-4543-a374-9918a1fa4ff2\", \"68fc2128-5fd8-40d4-9261-4005990ad74f\", \"897dbf97-743e-4585-b2b4-1fc770c52284\", \"02a6af47-bf07-4290-a9eb-968cda6f0557\"], \"total_duration\": 5699.0, \"total_sessions\": 6, \"mean_week_duration\": 32.198}}, {\"90161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-03-07 22:08:41.000000+00:00\", \"2021-08-17 18:24:17.000000+00:00\", \"2021-12-11 07:51:30.000000+00:00\"], \"session_ids\": [\"04d85efc-ab48-46dd-8b6e-b6c3f1c91b21\", \"a0e9e9a9-da44-48d1-8b40-2ddc964962a1\", \"b0fd191e-a95f-483f-8b84-50d89e50a7c7\"], \"total_duration\": 335.0, \"total_sessions\": 3, \"mean_week_duration\": 3.641}}, {\"86248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-25 15:46:57.000000+00:00\", \"2022-05-04 01:41:08.000000+00:00\", \"2022-08-03 17:33:10.000000+00:00\"], \"session_ids\": [\"3b6afccb-9cc5-47de-899d-8da473c44c14\", \"667b4ff1-47ae-4956-a69a-e892d599ad25\", \"32a19523-1b66-4c4d-8eda-f1570c8663ac\"], \"total_duration\": 52.0, \"total_sessions\": 3, \"mean_week_duration\": 1.209}}, {\"13080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-08 22:41:37.000000+00:00\", \"2022-12-03 11:59:53.000000+00:00\", \"2019-05-02 14:16:31.000000+00:00\"], \"session_ids\": [\"4748218d-3de2-4e22-a2ab-0dc838dfced2\", \"e8ff635e-1e29-4b15-a252-1220cb1f3d0e\", \"a4f70ea1-6c57-4d64-aa77-2bdbaea649fe\"], \"total_duration\": 99.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}}, {\"41512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-03-06 19:57:09.000000+00:00\", \"2021-11-30 11:32:38.000000+00:00\"], \"session_ids\": [\"e7592a47-8d5d-45ed-adf5-c9f4b6505169\", \"faf00aad-e799-4f56-b63f-725541411c82\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}}, {\"3942\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-11-06 09:21:58.000000+00:00\", \"2023-05-08 21:08:33.000000+00:00\"], \"session_ids\": [\"b349cbe3-77b3-4ed9-9bb6-54178e67484e\", \"c26fe625-0cbe-404f-a4f1-6b3b29df3f9a\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.213}}, {\"36805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-18 16:18:11.000000+00:00\", \"2020-11-25 13:42:08.000000+00:00\"], \"session_ids\": [\"71646a0a-38c1-40cb-9d6d-9ef29f9745ff\", \"9973df6f-35b2-4d59-9de6-a1172c7d8289\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.268}}]\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[{\"25695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-04 06:24:36.000000+00:00\", \"2019-12-09 20:30:13.000000+00:00\", \"2021-11-02 01:42:00.000000+00:00\", \"2020-10-30 00:16:10.000000+00:00\", \"2022-09-19 01:15:13.000000+00:00\", \"2022-02-21 05:49:34.000000+00:00\", \"2023-03-13 23:29:10.000000+00:00\", \"2022-11-12 18:33:54.000000+00:00\", \"2023-06-06 11:55:07.000000+00:00\", \"2020-06-19 18:31:07.000000+00:00\", \"2021-07-25 16:46:03.000000+00:00\"], \"session_ids\": [\"d8dc1d3a-1761-48cf-a487-2164d103cddf\", \"c20fec66-0efa-4762-baf7-62c28f4c437a\", \"b97e2f1f-0c27-4b43-b05a-1694d188f7e5\", \"bb35b5b2-0c25-4ddc-a68f-a321780554ce\", \"84be7f01-2eff-4ec3-91ab-c58cce92d524\", \"c37a0dc5-1647-42af-bcc5-b9d0e3eaf8a8\", \"1e7c8428-389a-4f06-8610-399c78a933c2\", \"a5108320-98b8-4ce4-8ce6-fb4e260bb777\", \"d2e8ef7c-0139-479f-a84a-c37db9f57ad3\", \"da47f63d-7c49-4643-9518-d6f669ad9db0\", \"6fe663e3-9e1e-43e7-a10c-bcf4dd9f3355\"], \"total_duration\": 1271.0, \"total_sessions\": 11, \"mean_week_duration\": 6.984}}]\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[{\"25695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-04 06:24:36.000000+00:00\", \"2019-12-09 20:30:13.000000+00:00\", \"2021-11-02 01:42:00.000000+00:00\", \"2020-10-30 00:16:10.000000+00:00\", \"2022-09-19 01:15:13.000000+00:00\", \"2022-02-21 05:49:34.000000+00:00\", \"2023-03-13 23:29:10.000000+00:00\", \"2022-11-12 18:33:54.000000+00:00\", \"2023-06-06 11:55:07.000000+00:00\", \"2020-06-19 18:31:07.000000+00:00\", \"2021-07-25 16:46:03.000000+00:00\"], \"session_ids\": [\"d8dc1d3a-1761-48cf-a487-2164d103cddf\", \"c20fec66-0efa-4762-baf7-62c28f4c437a\", \"b97e2f1f-0c27-4b43-b05a-1694d188f7e5\", \"bb35b5b2-0c25-4ddc-a68f-a321780554ce\", \"84be7f01-2eff-4ec3-91ab-c58cce92d524\", \"c37a0dc5-1647-42af-bcc5-b9d0e3eaf8a8\", \"1e7c8428-389a-4f06-8610-399c78a933c2\", \"a5108320-98b8-4ce4-8ce6-fb4e260bb777\", \"d2e8ef7c-0139-479f-a84a-c37db9f57ad3\", \"da47f63d-7c49-4643-9518-d6f669ad9db0\", \"6fe663e3-9e1e-43e7-a10c-bcf4dd9f3355\"], \"total_duration\": 1271.0, \"total_sessions\": 11, \"mean_week_duration\": 6.984}}]\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 6 users pieces of information whose total_duration is strictly bigger than 1414 , moreover carry out sorting by overall quantity of sessions descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83834\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-05 06:31:09.000000+00:00\", \"2022-12-15 02:38:49.000000+00:00\", \"2020-06-25 12:00:49.000000+00:00\"], \"session_ids\": [\"718d7987-3d4e-4f36-8fed-d69865775387\", \"08ddc0b9-a2d2-40fd-8f65-698fa738fb83\", \"12077208-c126-45ee-96d8-f6317d65670a\"], \"total_duration\": 193.0, \"total_sessions\": 3, \"mean_week_duration\": 1.496}, \"70896\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-31 08:27:56.000000+00:00\", \"2022-08-18 00:10:42.000000+00:00\"], \"session_ids\": [\"75197406-30d9-4828-9bf7-1910c5b95c81\", \"a52b41fc-f0be-4af6-86b8-c6e75e4cf6b1\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 1.35}, \"51169\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-07 12:34:54.000000+00:00\", \"2023-06-12 15:39:58.000000+00:00\", \"2023-06-22 16:25:16.000000+00:00\"], \"session_ids\": [\"6d190251-2d0e-4d5f-bbfc-b26089202b47\", \"a009a0da-e177-49ef-9a85-054db3abf5e8\", \"eb854c0a-9e86-4fdd-a90f-6ff80dacd544\"], \"total_duration\": 382.0, \"total_sessions\": 3, \"mean_week_duration\": 3.293}, \"83322\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-24 23:31:21.000000+00:00\", \"2021-04-13 12:41:48.000000+00:00\"], \"session_ids\": [\"4a3c2871-b05e-4981-96a9-9d31f74821bd\", \"c58869af-128f-4fcf-9be1-7176e0dad769\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 2.203}, \"67509\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-07 22:59:30.000000+00:00\", \"2019-06-23 00:01:38.000000+00:00\", \"2021-12-27 12:48:33.000000+00:00\", \"2019-12-14 01:07:44.000000+00:00\", \"2020-07-15 10:32:19.000000+00:00\", \"2021-08-02 14:03:41.000000+00:00\", \"2022-09-02 21:43:44.000000+00:00\", \"2019-06-23 12:56:29.000000+00:00\", \"2022-05-23 15:23:42.000000+00:00\"], \"session_ids\": [\"7f6e2402-153b-4400-9e77-bb92fe30799e\", \"cf6681d1-8739-40a5-b179-d4d84e801daf\", \"7597af9a-22e9-4515-98db-f985e2dd5364\", \"648a94f9-ef62-4412-a0bd-b73adbd48dc6\", \"aa4eb317-ea71-4814-a8e6-ca9c5c6ad494\", \"ef52f475-86e5-4357-a2a4-13c05cf965ee\", \"0610caff-a25e-4fb1-b6b5-338452f76e12\", \"6bd570b9-8554-4b5b-9a56-b02fee338778\", \"7b4710d6-ff31-4625-b42b-19559213492c\"], \"total_duration\": 2910.0, \"total_sessions\": 9, \"mean_week_duration\": 17.425}, \"36064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-28 12:43:30.000000+00:00\", \"2022-12-23 03:19:14.000000+00:00\", \"2020-01-25 15:51:51.000000+00:00\", \"2021-07-25 11:40:45.000000+00:00\", \"2019-05-19 16:29:53.000000+00:00\", \"2020-07-06 17:55:13.000000+00:00\"], \"session_ids\": [\"97b401d4-2300-4c7e-ad80-f2a22896c936\", \"4c079673-21d1-4db6-bbe4-ba1d808c9b13\", \"0b04a34f-043d-4bc6-addf-abcf89ae9a5f\", \"2f066839-aa3a-4ed9-bf13-768e0b5f8374\", \"1f980e4f-d8bc-413c-bb2d-bd1f1b020448\", \"7657bc9e-2d34-4848-8d16-750acd8c6306\"], \"total_duration\": 1915.0, \"total_sessions\": 6, \"mean_week_duration\": 10.186}, \"38448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-04-17 18:40:17.000000+00:00\", \"2020-05-28 16:39:51.000000+00:00\", \"2020-06-12 02:06:06.000000+00:00\", \"2022-12-15 08:34:58.000000+00:00\"], \"session_ids\": [\"33f67ed9-15a3-4a0e-8bfb-cb95057b717e\", \"4d44c497-5757-4d5a-ae8c-e466f86b69e6\", \"36adc661-dbde-4e2e-90ed-d20efe84b7cb\", \"f6e25695-c820-43f5-a0c7-97838ef7d5d9\"], \"total_duration\": 984.0, \"total_sessions\": 4, \"mean_week_duration\": 7.398}, \"8061\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-02-11 18:39:53.000000+00:00\", \"2019-03-27 13:52:49.000000+00:00\"], \"session_ids\": [\"f12e82e8-2a06-4fe4-a9ef-c555d01a81fc\", \"ac233efd-065e-4cc9-bb63-b63d91b33ff2\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 4.109}, \"25963\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-05 22:48:11.000000+00:00\", \"2022-04-29 06:04:15.000000+00:00\"], \"session_ids\": [\"9c2f9cc8-2d3f-4408-904f-64613f16467d\", \"6919c3fa-46f8-4fd3-b0fe-3f0b89a6a8d1\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.647}, \"35381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-08 16:04:40.000000+00:00\", \"2023-05-26 13:22:00.000000+00:00\", \"2022-03-16 12:12:06.000000+00:00\", \"2019-03-21 15:51:17.000000+00:00\", \"2019-08-06 13:50:47.000000+00:00\", \"2020-08-05 02:40:24.000000+00:00\", \"2022-05-11 10:14:18.000000+00:00\", \"2021-05-24 09:40:08.000000+00:00\", \"2021-07-14 03:03:58.000000+00:00\", \"2020-08-02 13:44:53.000000+00:00\"], \"session_ids\": [\"eb004d90-df5e-4a84-bc6c-57f0a4e23587\", \"6a4101a4-e616-474e-9387-919482b1f473\", \"7c15a3ee-1282-4598-b422-b5d30162c268\", \"3f65c8c2-b74d-4ca5-893a-51dc4b8f738f\", \"656c776a-cede-40cd-b6ff-739d0a0bcf56\", \"1e12cfb9-3651-4366-a264-0c779a12912c\", \"0de64edf-8334-4ee8-b960-aa882351c854\", \"29864ac6-2146-4ac7-a8bf-a33e2df0b645\", \"a52b5faf-2651-4118-8d1d-927fc5116422\", \"c4b0771d-c591-4ea5-9ce1-f02ee7eca1ab\"], \"total_duration\": 2839.0, \"total_sessions\": 10, \"mean_week_duration\": 13.023}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1414"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[1414, 3808]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67509\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-07 22:59:30.000000+00:00\", \"2019-06-23 00:01:38.000000+00:00\", \"2021-12-27 12:48:33.000000+00:00\", \"2019-12-14 01:07:44.000000+00:00\", \"2020-07-15 10:32:19.000000+00:00\", \"2021-08-02 14:03:41.000000+00:00\", \"2022-09-02 21:43:44.000000+00:00\", \"2019-06-23 12:56:29.000000+00:00\", \"2022-05-23 15:23:42.000000+00:00\"], \"session_ids\": [\"7f6e2402-153b-4400-9e77-bb92fe30799e\", \"cf6681d1-8739-40a5-b179-d4d84e801daf\", \"7597af9a-22e9-4515-98db-f985e2dd5364\", \"648a94f9-ef62-4412-a0bd-b73adbd48dc6\", \"aa4eb317-ea71-4814-a8e6-ca9c5c6ad494\", \"ef52f475-86e5-4357-a2a4-13c05cf965ee\", \"0610caff-a25e-4fb1-b6b5-338452f76e12\", \"6bd570b9-8554-4b5b-9a56-b02fee338778\", \"7b4710d6-ff31-4625-b42b-19559213492c\"], \"total_duration\": 2910.0, \"total_sessions\": 9, \"mean_week_duration\": 17.425}, \"36064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-28 12:43:30.000000+00:00\", \"2022-12-23 03:19:14.000000+00:00\", \"2020-01-25 15:51:51.000000+00:00\", \"2021-07-25 11:40:45.000000+00:00\", \"2019-05-19 16:29:53.000000+00:00\", \"2020-07-06 17:55:13.000000+00:00\"], \"session_ids\": [\"97b401d4-2300-4c7e-ad80-f2a22896c936\", \"4c079673-21d1-4db6-bbe4-ba1d808c9b13\", \"0b04a34f-043d-4bc6-addf-abcf89ae9a5f\", \"2f066839-aa3a-4ed9-bf13-768e0b5f8374\", \"1f980e4f-d8bc-413c-bb2d-bd1f1b020448\", \"7657bc9e-2d34-4848-8d16-750acd8c6306\"], \"total_duration\": 1915.0, \"total_sessions\": 6, \"mean_week_duration\": 10.186}, \"35381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-08 16:04:40.000000+00:00\", \"2023-05-26 13:22:00.000000+00:00\", \"2022-03-16 12:12:06.000000+00:00\", \"2019-03-21 15:51:17.000000+00:00\", \"2019-08-06 13:50:47.000000+00:00\", \"2020-08-05 02:40:24.000000+00:00\", \"2022-05-11 10:14:18.000000+00:00\", \"2021-05-24 09:40:08.000000+00:00\", \"2021-07-14 03:03:58.000000+00:00\", \"2020-08-02 13:44:53.000000+00:00\"], \"session_ids\": [\"eb004d90-df5e-4a84-bc6c-57f0a4e23587\", \"6a4101a4-e616-474e-9387-919482b1f473\", \"7c15a3ee-1282-4598-b422-b5d30162c268\", \"3f65c8c2-b74d-4ca5-893a-51dc4b8f738f\", \"656c776a-cede-40cd-b6ff-739d0a0bcf56\", \"1e12cfb9-3651-4366-a264-0c779a12912c\", \"0de64edf-8334-4ee8-b960-aa882351c854\", \"29864ac6-2146-4ac7-a8bf-a33e2df0b645\", \"a52b5faf-2651-4118-8d1d-927fc5116422\", \"c4b0771d-c591-4ea5-9ce1-f02ee7eca1ab\"], \"total_duration\": 2839.0, \"total_sessions\": 10, \"mean_week_duration\": 13.023}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"35381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-08 16:04:40.000000+00:00\", \"2023-05-26 13:22:00.000000+00:00\", \"2022-03-16 12:12:06.000000+00:00\", \"2019-03-21 15:51:17.000000+00:00\", \"2019-08-06 13:50:47.000000+00:00\", \"2020-08-05 02:40:24.000000+00:00\", \"2022-05-11 10:14:18.000000+00:00\", \"2021-05-24 09:40:08.000000+00:00\", \"2021-07-14 03:03:58.000000+00:00\", \"2020-08-02 13:44:53.000000+00:00\"], \"session_ids\": [\"eb004d90-df5e-4a84-bc6c-57f0a4e23587\", \"6a4101a4-e616-474e-9387-919482b1f473\", \"7c15a3ee-1282-4598-b422-b5d30162c268\", \"3f65c8c2-b74d-4ca5-893a-51dc4b8f738f\", \"656c776a-cede-40cd-b6ff-739d0a0bcf56\", \"1e12cfb9-3651-4366-a264-0c779a12912c\", \"0de64edf-8334-4ee8-b960-aa882351c854\", \"29864ac6-2146-4ac7-a8bf-a33e2df0b645\", \"a52b5faf-2651-4118-8d1d-927fc5116422\", \"c4b0771d-c591-4ea5-9ce1-f02ee7eca1ab\"], \"total_duration\": 2839.0, \"total_sessions\": 10, \"mean_week_duration\": 13.023}}, {\"67509\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-07 22:59:30.000000+00:00\", \"2019-06-23 00:01:38.000000+00:00\", \"2021-12-27 12:48:33.000000+00:00\", \"2019-12-14 01:07:44.000000+00:00\", \"2020-07-15 10:32:19.000000+00:00\", \"2021-08-02 14:03:41.000000+00:00\", \"2022-09-02 21:43:44.000000+00:00\", \"2019-06-23 12:56:29.000000+00:00\", \"2022-05-23 15:23:42.000000+00:00\"], \"session_ids\": [\"7f6e2402-153b-4400-9e77-bb92fe30799e\", \"cf6681d1-8739-40a5-b179-d4d84e801daf\", \"7597af9a-22e9-4515-98db-f985e2dd5364\", \"648a94f9-ef62-4412-a0bd-b73adbd48dc6\", \"aa4eb317-ea71-4814-a8e6-ca9c5c6ad494\", \"ef52f475-86e5-4357-a2a4-13c05cf965ee\", \"0610caff-a25e-4fb1-b6b5-338452f76e12\", \"6bd570b9-8554-4b5b-9a56-b02fee338778\", \"7b4710d6-ff31-4625-b42b-19559213492c\"], \"total_duration\": 2910.0, \"total_sessions\": 9, \"mean_week_duration\": 17.425}}, {\"36064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-28 12:43:30.000000+00:00\", \"2022-12-23 03:19:14.000000+00:00\", \"2020-01-25 15:51:51.000000+00:00\", \"2021-07-25 11:40:45.000000+00:00\", \"2019-05-19 16:29:53.000000+00:00\", \"2020-07-06 17:55:13.000000+00:00\"], \"session_ids\": [\"97b401d4-2300-4c7e-ad80-f2a22896c936\", \"4c079673-21d1-4db6-bbe4-ba1d808c9b13\", \"0b04a34f-043d-4bc6-addf-abcf89ae9a5f\", \"2f066839-aa3a-4ed9-bf13-768e0b5f8374\", \"1f980e4f-d8bc-413c-bb2d-bd1f1b020448\", \"7657bc9e-2d34-4848-8d16-750acd8c6306\"], \"total_duration\": 1915.0, \"total_sessions\": 6, \"mean_week_duration\": 10.186}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"35381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-08 16:04:40.000000+00:00\", \"2023-05-26 13:22:00.000000+00:00\", \"2022-03-16 12:12:06.000000+00:00\", \"2019-03-21 15:51:17.000000+00:00\", \"2019-08-06 13:50:47.000000+00:00\", \"2020-08-05 02:40:24.000000+00:00\", \"2022-05-11 10:14:18.000000+00:00\", \"2021-05-24 09:40:08.000000+00:00\", \"2021-07-14 03:03:58.000000+00:00\", \"2020-08-02 13:44:53.000000+00:00\"], \"session_ids\": [\"eb004d90-df5e-4a84-bc6c-57f0a4e23587\", \"6a4101a4-e616-474e-9387-919482b1f473\", \"7c15a3ee-1282-4598-b422-b5d30162c268\", \"3f65c8c2-b74d-4ca5-893a-51dc4b8f738f\", \"656c776a-cede-40cd-b6ff-739d0a0bcf56\", \"1e12cfb9-3651-4366-a264-0c779a12912c\", \"0de64edf-8334-4ee8-b960-aa882351c854\", \"29864ac6-2146-4ac7-a8bf-a33e2df0b645\", \"a52b5faf-2651-4118-8d1d-927fc5116422\", \"c4b0771d-c591-4ea5-9ce1-f02ee7eca1ab\"], \"total_duration\": 2839.0, \"total_sessions\": 10, \"mean_week_duration\": 13.023}}, {\"67509\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-07 22:59:30.000000+00:00\", \"2019-06-23 00:01:38.000000+00:00\", \"2021-12-27 12:48:33.000000+00:00\", \"2019-12-14 01:07:44.000000+00:00\", \"2020-07-15 10:32:19.000000+00:00\", \"2021-08-02 14:03:41.000000+00:00\", \"2022-09-02 21:43:44.000000+00:00\", \"2019-06-23 12:56:29.000000+00:00\", \"2022-05-23 15:23:42.000000+00:00\"], \"session_ids\": [\"7f6e2402-153b-4400-9e77-bb92fe30799e\", \"cf6681d1-8739-40a5-b179-d4d84e801daf\", \"7597af9a-22e9-4515-98db-f985e2dd5364\", \"648a94f9-ef62-4412-a0bd-b73adbd48dc6\", \"aa4eb317-ea71-4814-a8e6-ca9c5c6ad494\", \"ef52f475-86e5-4357-a2a4-13c05cf965ee\", \"0610caff-a25e-4fb1-b6b5-338452f76e12\", \"6bd570b9-8554-4b5b-9a56-b02fee338778\", \"7b4710d6-ff31-4625-b42b-19559213492c\"], \"total_duration\": 2910.0, \"total_sessions\": 9, \"mean_week_duration\": 17.425}}, {\"36064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-28 12:43:30.000000+00:00\", \"2022-12-23 03:19:14.000000+00:00\", \"2020-01-25 15:51:51.000000+00:00\", \"2021-07-25 11:40:45.000000+00:00\", \"2019-05-19 16:29:53.000000+00:00\", \"2020-07-06 17:55:13.000000+00:00\"], \"session_ids\": [\"97b401d4-2300-4c7e-ad80-f2a22896c936\", \"4c079673-21d1-4db6-bbe4-ba1d808c9b13\", \"0b04a34f-043d-4bc6-addf-abcf89ae9a5f\", \"2f066839-aa3a-4ed9-bf13-768e0b5f8374\", \"1f980e4f-d8bc-413c-bb2d-bd1f1b020448\", \"7657bc9e-2d34-4848-8d16-750acd8c6306\"], \"total_duration\": 1915.0, \"total_sessions\": 6, \"mean_week_duration\": 10.186}}]\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[{\"35381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-08 16:04:40.000000+00:00\", \"2023-05-26 13:22:00.000000+00:00\", \"2022-03-16 12:12:06.000000+00:00\", \"2019-03-21 15:51:17.000000+00:00\", \"2019-08-06 13:50:47.000000+00:00\", \"2020-08-05 02:40:24.000000+00:00\", \"2022-05-11 10:14:18.000000+00:00\", \"2021-05-24 09:40:08.000000+00:00\", \"2021-07-14 03:03:58.000000+00:00\", \"2020-08-02 13:44:53.000000+00:00\"], \"session_ids\": [\"eb004d90-df5e-4a84-bc6c-57f0a4e23587\", \"6a4101a4-e616-474e-9387-919482b1f473\", \"7c15a3ee-1282-4598-b422-b5d30162c268\", \"3f65c8c2-b74d-4ca5-893a-51dc4b8f738f\", \"656c776a-cede-40cd-b6ff-739d0a0bcf56\", \"1e12cfb9-3651-4366-a264-0c779a12912c\", \"0de64edf-8334-4ee8-b960-aa882351c854\", \"29864ac6-2146-4ac7-a8bf-a33e2df0b645\", \"a52b5faf-2651-4118-8d1d-927fc5116422\", \"c4b0771d-c591-4ea5-9ce1-f02ee7eca1ab\"], \"total_duration\": 2839.0, \"total_sessions\": 10, \"mean_week_duration\": 13.023}}, {\"67509\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-07 22:59:30.000000+00:00\", \"2019-06-23 00:01:38.000000+00:00\", \"2021-12-27 12:48:33.000000+00:00\", \"2019-12-14 01:07:44.000000+00:00\", \"2020-07-15 10:32:19.000000+00:00\", \"2021-08-02 14:03:41.000000+00:00\", \"2022-09-02 21:43:44.000000+00:00\", \"2019-06-23 12:56:29.000000+00:00\", \"2022-05-23 15:23:42.000000+00:00\"], \"session_ids\": [\"7f6e2402-153b-4400-9e77-bb92fe30799e\", \"cf6681d1-8739-40a5-b179-d4d84e801daf\", \"7597af9a-22e9-4515-98db-f985e2dd5364\", \"648a94f9-ef62-4412-a0bd-b73adbd48dc6\", \"aa4eb317-ea71-4814-a8e6-ca9c5c6ad494\", \"ef52f475-86e5-4357-a2a4-13c05cf965ee\", \"0610caff-a25e-4fb1-b6b5-338452f76e12\", \"6bd570b9-8554-4b5b-9a56-b02fee338778\", \"7b4710d6-ff31-4625-b42b-19559213492c\"], \"total_duration\": 2910.0, \"total_sessions\": 9, \"mean_week_duration\": 17.425}}, {\"36064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-28 12:43:30.000000+00:00\", \"2022-12-23 03:19:14.000000+00:00\", \"2020-01-25 15:51:51.000000+00:00\", \"2021-07-25 11:40:45.000000+00:00\", \"2019-05-19 16:29:53.000000+00:00\", \"2020-07-06 17:55:13.000000+00:00\"], \"session_ids\": [\"97b401d4-2300-4c7e-ad80-f2a22896c936\", \"4c079673-21d1-4db6-bbe4-ba1d808c9b13\", \"0b04a34f-043d-4bc6-addf-abcf89ae9a5f\", \"2f066839-aa3a-4ed9-bf13-768e0b5f8374\", \"1f980e4f-d8bc-413c-bb2d-bd1f1b020448\", \"7657bc9e-2d34-4848-8d16-750acd8c6306\"], \"total_duration\": 1915.0, \"total_sessions\": 6, \"mean_week_duration\": 10.186}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about user whose site usage time per week is equal to than 11 , and apply sorting by time in app per week form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-03-26 06:44:09.000000+00:00\", \"2020-11-24 10:21:09.000000+00:00\", \"2021-02-10 11:25:09.000000+00:00\", \"2022-01-09 20:38:59.000000+00:00\", \"2022-02-05 10:00:03.000000+00:00\", \"2022-03-09 06:51:22.000000+00:00\", \"2023-02-14 10:18:00.000000+00:00\", \"2019-01-09 06:09:39.000000+00:00\"], \"session_ids\": [\"f45e5e9d-326b-445a-84a2-3dbd36e6798a\", \"b3bb5624-033b-4b3d-b905-a019163f330d\", \"6ae0e15f-c218-4c76-93a8-14f2cf3e819c\", \"ca64bd00-b86d-441f-ba8d-964a8896ea0d\", \"9ef68de2-b2bb-49f2-8689-0b1bd170c5e2\", \"f9baa333-612f-4bf4-84e3-84c324642207\", \"a55bdc50-cd3d-4086-9097-3d246f2a3dd6\", \"517fb2e0-51a0-4f47-88b7-2897218b93e8\"], \"total_duration\": 587.0, \"total_sessions\": 8, \"mean_week_duration\": 2.743}, \"51675\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-16 20:14:19.000000+00:00\", \"2021-05-06 21:48:27.000000+00:00\"], \"session_ids\": [\"17072f7a-8413-41b3-8b9e-620e02a24d06\", \"fe4ca4a2-7852-417f-9433-62d6568d9939\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 3.833}, \"6695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-29 13:32:50.000000+00:00\", \"2021-06-12 14:57:17.000000+00:00\", \"2022-03-18 18:25:52.000000+00:00\", \"2021-05-23 23:58:45.000000+00:00\", \"2019-08-16 10:39:04.000000+00:00\"], \"session_ids\": [\"9a5de98a-12a7-453b-a53c-9a0162a3443c\", \"b3d96d51-9603-4f43-8a2f-42381db863b6\", \"fdb6eb74-106e-4ec6-b992-265cdb30e51a\", \"f21f88c8-d81b-4b7e-98f9-bd44505decd0\", \"b07cdba9-9a8e-4cb6-9382-03a401f9c41f\"], \"total_duration\": 67.0, \"total_sessions\": 5, \"mean_week_duration\": 0.332}, \"48784\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-09 02:41:49.000000+00:00\", \"2022-06-13 21:04:40.000000+00:00\"], \"session_ids\": [\"7f7f6d36-1507-4d70-b852-284491b1f75d\", \"9dada7eb-f8ca-45ad-ac79-43eaf0589ab0\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}, \"3257\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-06-12 09:09:45.000000+00:00\", \"2023-05-14 16:05:42.000000+00:00\", \"2020-11-23 19:07:33.000000+00:00\", \"2022-04-17 09:23:40.000000+00:00\", \"2019-09-01 10:20:36.000000+00:00\"], \"session_ids\": [\"dc334029-15a9-413c-ad44-cafbbc935172\", \"067a22a7-3146-47fe-b969-808a6367b373\", \"49da1848-0d5b-4269-96fa-05e75fb06e1d\", \"c6da0f0b-8b8d-4a8f-98ce-96d73ab79fdc\", \"fd63e9f5-2329-4004-808a-689b94d30646\"], \"total_duration\": 3012.0, \"total_sessions\": 5, \"mean_week_duration\": 14.693}, \"14421\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2020-01-11 05:05:03.000000+00:00\", \"2021-07-31 13:19:52.000000+00:00\", \"2023-03-23 10:53:59.000000+00:00\", \"2019-05-15 14:54:24.000000+00:00\", \"2022-12-28 00:23:49.000000+00:00\"], \"session_ids\": [\"3ecaba30-e296-463f-8296-5cbee5e2ada8\", \"491d52af-966a-4df2-aa61-ddcc1e765aac\", \"de89bdbf-06a8-4fc3-9581-23ba39a9714d\", \"5788e7fe-8631-4c72-9ad1-0dc1942634d0\", \"ebe4cf18-45db-4d8e-9fa3-e62b3fa0bafe\"], \"total_duration\": 3204.0, \"total_sessions\": 5, \"mean_week_duration\": 15.94}, \"25509\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-17 09:23:48.000000+00:00\", \"2021-01-19 12:40:06.000000+00:00\", \"2022-01-06 15:00:00.000000+00:00\", \"2019-09-29 03:17:11.000000+00:00\", \"2023-04-23 00:44:10.000000+00:00\", \"2019-07-13 01:57:54.000000+00:00\", \"2020-05-01 03:22:02.000000+00:00\"], \"session_ids\": [\"f8978b94-a977-4e00-87b5-ecd75b440b9e\", \"3830c342-f9dd-4058-97f5-47e38ae67d5f\", \"338e2dbe-9a69-470e-a080-41581bd1f069\", \"7c97643b-e15f-490e-9cd4-d9426ab380ce\", \"337b4f74-3e3b-4709-974f-a0943d32bc73\", \"7a390679-603c-4118-bc43-3ba4b035a62e\", \"70bb111f-03c0-49f5-9056-8ec291b710a2\"], \"total_duration\": 2204.0, \"total_sessions\": 7, \"mean_week_duration\": 11.188}, \"65101\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-05 17:44:35.000000+00:00\", \"2022-04-28 10:52:54.000000+00:00\"], \"session_ids\": [\"979e25da-f4e7-4317-9cee-684afbf7c943\", \"15f02492-0f05-4125-8987-e76793384c15\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 60.0}, \"92321\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-04-15 16:57:09.000000+00:00\", \"2021-09-11 13:55:30.000000+00:00\", \"2022-11-17 21:45:49.000000+00:00\"], \"session_ids\": [\"399614d5-dba9-4de4-ab73-bc3c2018d5f2\", \"2230186d-8089-467e-a7b4-e27ef4058976\", \"4d88204a-0c6c-4530-980c-ab4635348c2c\"], \"total_duration\": 224.0, \"total_sessions\": 3, \"mean_week_duration\": 1.647}, \"54659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-09-12 06:37:35.000000+00:00\", \"2020-01-06 22:34:48.000000+00:00\"], \"session_ids\": [\"4bf98199-acf7-44ce-8612-e76c0456aac2\", \"de04e8d6-8d07-4684-8187-4f9ae128e75e\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 9.529}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 11"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about users whose time spent on the site per week is strictly bigger than 48 and strictly smaller than 23 , moreover implement sorting by quantity of sessions 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{\"26221\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-24 14:27:51.000000+00:00\", \"2021-04-12 23:02:45.000000+00:00\", \"2019-08-16 09:09:23.000000+00:00\", \"2019-08-30 08:09:25.000000+00:00\", \"2022-03-11 02:38:30.000000+00:00\"], \"session_ids\": [\"87fb5a80-07c3-4fe6-8e2c-ff898dcffc46\", \"eb8e0e54-114b-4375-8485-4ceb36470ed2\", \"49acf897-a644-4015-a93a-2b60ae42f5f2\", \"505f500c-8102-4936-836c-cc5600c7b0ff\", \"a6995d43-e0e2-4d44-8b86-a9596251b905\"], \"total_duration\": 137.0, \"total_sessions\": 5, \"mean_week_duration\": 0.695}, \"61752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-05-25 23:11:20.000000+00:00\", \"2023-04-17 15:55:33.000000+00:00\"], \"session_ids\": [\"92b9b0ed-066e-473f-9380-d4718477b4c5\", \"20731cc1-8fa4-42d5-8747-0cd8e9637a46\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.503}, \"83695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-01 12:17:06.000000+00:00\", \"2019-03-09 14:39:50.000000+00:00\", \"2019-01-08 16:44:44.000000+00:00\", \"2020-08-30 08:31:39.000000+00:00\"], \"session_ids\": [\"2ec125b3-9b89-4f21-9cc9-4f157f46831b\", \"296c03cb-312a-4ff6-84f0-39c367390710\", \"b5692511-e8a5-48c7-8027-287ed612e08a\", \"c632fb45-2a89-4664-bf73-739b9ee29ffa\"], \"total_duration\": 1570.0, \"total_sessions\": 4, \"mean_week_duration\": 18.256}, \"38600\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-20 19:15:34.000000+00:00\", \"2022-08-30 04:20:58.000000+00:00\", \"2022-02-02 02:29:40.000000+00:00\", \"2023-03-26 19:43:24.000000+00:00\", \"2021-10-20 00:01:39.000000+00:00\", \"2021-05-24 14:29:35.000000+00:00\", \"2021-07-01 16:16:54.000000+00:00\", \"2022-07-07 21:40:37.000000+00:00\", \"2022-07-29 21:51:26.000000+00:00\"], \"session_ids\": [\"e5e8d206-f6a5-4100-9d18-53fecd8c57bc\", \"d2bdd929-6f4f-46a9-aba7-45d79868a737\", \"7381353a-5dc5-47b3-86ff-53ebefa0d447\", \"f27a9229-e178-4b7e-8d03-84006b887b2f\", \"1cb7814c-ae35-4fe8-a95c-f1ffb07fff11\", \"c84f29ec-2316-4e03-9735-b1fc1d2d2aa4\", \"99bc350c-4b2e-44ff-99b8-030962ec5a31\", \"7ea8d8ee-5b0f-42e0-85b3-b1eb1b5c3be1\", \"9ff61a4b-7150-48ee-b730-3d4b2d545511\"], \"total_duration\": 2658.0, \"total_sessions\": 9, \"mean_week_duration\": 27.688}, \"57103\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-03 12:21:23.000000+00:00\", \"2022-10-18 10:09:23.000000+00:00\", \"2019-06-09 00:52:49.000000+00:00\", \"2022-07-21 15:12:51.000000+00:00\"], \"session_ids\": [\"78a31cce-1cfa-4c21-af41-c7f8e94ea769\", \"e7681b22-03bd-403e-974c-2e978a140132\", \"bd606793-133a-469c-926f-38ec49dcfc84\", \"2e303998-891b-4872-9200-8f8a6d45af9c\"], \"total_duration\": 178.0, \"total_sessions\": 4, \"mean_week_duration\": 0.978}, \"57507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-08 19:38:03.000000+00:00\", \"2020-07-17 05:02:51.000000+00:00\"], \"session_ids\": [\"da5e8efb-2a3f-48c4-a599-25405de8861d\", \"d1bc8a72-431a-4fa7-bc2e-13253a2898cc\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.04}, \"58778\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-02-02 04:08:09.000000+00:00\", \"2019-09-12 15:37:16.000000+00:00\", \"2022-09-10 10:43:51.000000+00:00\", \"2022-01-18 15:27:26.000000+00:00\"], \"session_ids\": [\"177713d4-d420-46c8-b8d2-d9e735ad03db\", \"e389baea-9b8c-4d22-9f01-38d179b4b177\", \"e3f77d80-5e81-4949-87b5-7c277ecce5f5\", \"4d6dcb6f-4f8b-4af7-9fc3-cbc304eb1b66\"], \"total_duration\": 322.0, \"total_sessions\": 4, \"mean_week_duration\": 1.819}, \"5406\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-24 12:23:12.000000+00:00\", \"2019-11-09 09:02:12.000000+00:00\", \"2021-08-03 03:45:15.000000+00:00\"], \"session_ids\": [\"4ada0348-5756-4d1a-88d6-74c05d3cf21c\", \"fdd0ffed-7c05-456d-a0f4-1097b33f0429\", \"36be3bb2-c153-4f6b-b2bf-94bbbe6447d0\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 4.744}, \"32431\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-14 15:00:46.000000+00:00\", \"2020-06-28 18:06:40.000000+00:00\"], \"session_ids\": [\"56780133-0c78-4d5a-a740-3ee17c4eccbc\", \"b25cd7d8-5da8-4205-b2a5-5c85ec044d3c\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 9.674}, \"66215\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-20 00:40:49.000000+00:00\", \"2022-05-01 18:48:00.000000+00:00\", \"2019-10-14 02:46:12.000000+00:00\", \"2023-01-12 15:41:55.000000+00:00\", \"2022-08-08 06:13:59.000000+00:00\", \"2019-08-21 17:10:55.000000+00:00\", \"2023-06-16 18:50:56.000000+00:00\", \"2021-09-21 13:28:20.000000+00:00\", \"2019-05-08 08:09:55.000000+00:00\"], \"session_ids\": [\"649dc489-5a83-4d84-8783-41c24261c83e\", \"dbf0863b-6536-45cd-a1ec-27545eca93bd\", \"6c928a7b-60d1-4319-8aa2-efe2ed77be41\", \"c7e67806-5273-4c5e-a134-98c6af48d268\", \"a2693c01-9f2d-4582-8dab-5dbe45fbb9d6\", \"ade414e2-9ec6-43c1-b392-ac3eac123438\", \"52d10e2f-e546-44ba-9948-e4bab6ae4391\", \"c92793b4-9293-4237-a52c-6a4881d267e4\", \"21069f71-1d4d-433d-9290-f9e0c209bde0\"], \"total_duration\": 1728.0, \"total_sessions\": 9, \"mean_week_duration\": 8.037}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 23 and are greater than 48"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 48]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26221\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-24 14:27:51.000000+00:00\", \"2021-04-12 23:02:45.000000+00:00\", \"2019-08-16 09:09:23.000000+00:00\", \"2019-08-30 08:09:25.000000+00:00\", \"2022-03-11 02:38:30.000000+00:00\"], \"session_ids\": [\"87fb5a80-07c3-4fe6-8e2c-ff898dcffc46\", \"eb8e0e54-114b-4375-8485-4ceb36470ed2\", \"49acf897-a644-4015-a93a-2b60ae42f5f2\", \"505f500c-8102-4936-836c-cc5600c7b0ff\", \"a6995d43-e0e2-4d44-8b86-a9596251b905\"], \"total_duration\": 137.0, \"total_sessions\": 5, \"mean_week_duration\": 0.695}, \"61752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-05-25 23:11:20.000000+00:00\", \"2023-04-17 15:55:33.000000+00:00\"], \"session_ids\": [\"92b9b0ed-066e-473f-9380-d4718477b4c5\", \"20731cc1-8fa4-42d5-8747-0cd8e9637a46\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.503}, \"83695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-01 12:17:06.000000+00:00\", \"2019-03-09 14:39:50.000000+00:00\", \"2019-01-08 16:44:44.000000+00:00\", \"2020-08-30 08:31:39.000000+00:00\"], \"session_ids\": [\"2ec125b3-9b89-4f21-9cc9-4f157f46831b\", \"296c03cb-312a-4ff6-84f0-39c367390710\", \"b5692511-e8a5-48c7-8027-287ed612e08a\", \"c632fb45-2a89-4664-bf73-739b9ee29ffa\"], \"total_duration\": 1570.0, \"total_sessions\": 4, \"mean_week_duration\": 18.256}, \"57103\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-03 12:21:23.000000+00:00\", \"2022-10-18 10:09:23.000000+00:00\", \"2019-06-09 00:52:49.000000+00:00\", \"2022-07-21 15:12:51.000000+00:00\"], \"session_ids\": [\"78a31cce-1cfa-4c21-af41-c7f8e94ea769\", \"e7681b22-03bd-403e-974c-2e978a140132\", \"bd606793-133a-469c-926f-38ec49dcfc84\", \"2e303998-891b-4872-9200-8f8a6d45af9c\"], \"total_duration\": 178.0, \"total_sessions\": 4, \"mean_week_duration\": 0.978}, \"57507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-08 19:38:03.000000+00:00\", \"2020-07-17 05:02:51.000000+00:00\"], \"session_ids\": [\"da5e8efb-2a3f-48c4-a599-25405de8861d\", \"d1bc8a72-431a-4fa7-bc2e-13253a2898cc\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.04}, \"58778\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-02-02 04:08:09.000000+00:00\", \"2019-09-12 15:37:16.000000+00:00\", \"2022-09-10 10:43:51.000000+00:00\", \"2022-01-18 15:27:26.000000+00:00\"], \"session_ids\": [\"177713d4-d420-46c8-b8d2-d9e735ad03db\", \"e389baea-9b8c-4d22-9f01-38d179b4b177\", \"e3f77d80-5e81-4949-87b5-7c277ecce5f5\", \"4d6dcb6f-4f8b-4af7-9fc3-cbc304eb1b66\"], \"total_duration\": 322.0, \"total_sessions\": 4, \"mean_week_duration\": 1.819}, \"5406\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-24 12:23:12.000000+00:00\", \"2019-11-09 09:02:12.000000+00:00\", \"2021-08-03 03:45:15.000000+00:00\"], \"session_ids\": [\"4ada0348-5756-4d1a-88d6-74c05d3cf21c\", \"fdd0ffed-7c05-456d-a0f4-1097b33f0429\", \"36be3bb2-c153-4f6b-b2bf-94bbbe6447d0\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 4.744}, \"32431\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-14 15:00:46.000000+00:00\", \"2020-06-28 18:06:40.000000+00:00\"], \"session_ids\": [\"56780133-0c78-4d5a-a740-3ee17c4eccbc\", \"b25cd7d8-5da8-4205-b2a5-5c85ec044d3c\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 9.674}, \"66215\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-20 00:40:49.000000+00:00\", \"2022-05-01 18:48:00.000000+00:00\", \"2019-10-14 02:46:12.000000+00:00\", \"2023-01-12 15:41:55.000000+00:00\", \"2022-08-08 06:13:59.000000+00:00\", \"2019-08-21 17:10:55.000000+00:00\", \"2023-06-16 18:50:56.000000+00:00\", \"2021-09-21 13:28:20.000000+00:00\", \"2019-05-08 08:09:55.000000+00:00\"], \"session_ids\": [\"649dc489-5a83-4d84-8783-41c24261c83e\", \"dbf0863b-6536-45cd-a1ec-27545eca93bd\", \"6c928a7b-60d1-4319-8aa2-efe2ed77be41\", \"c7e67806-5273-4c5e-a134-98c6af48d268\", \"a2693c01-9f2d-4582-8dab-5dbe45fbb9d6\", \"ade414e2-9ec6-43c1-b392-ac3eac123438\", \"52d10e2f-e546-44ba-9948-e4bab6ae4391\", \"c92793b4-9293-4237-a52c-6a4881d267e4\", \"21069f71-1d4d-433d-9290-f9e0c209bde0\"], \"total_duration\": 1728.0, \"total_sessions\": 9, \"mean_week_duration\": 8.037}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-05-25 23:11:20.000000+00:00\", \"2023-04-17 15:55:33.000000+00:00\"], \"session_ids\": [\"92b9b0ed-066e-473f-9380-d4718477b4c5\", \"20731cc1-8fa4-42d5-8747-0cd8e9637a46\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.503}}, {\"57507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-08 19:38:03.000000+00:00\", \"2020-07-17 05:02:51.000000+00:00\"], \"session_ids\": [\"da5e8efb-2a3f-48c4-a599-25405de8861d\", \"d1bc8a72-431a-4fa7-bc2e-13253a2898cc\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.04}}, {\"32431\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-14 15:00:46.000000+00:00\", \"2020-06-28 18:06:40.000000+00:00\"], \"session_ids\": [\"56780133-0c78-4d5a-a740-3ee17c4eccbc\", \"b25cd7d8-5da8-4205-b2a5-5c85ec044d3c\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 9.674}}, {\"5406\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-24 12:23:12.000000+00:00\", \"2019-11-09 09:02:12.000000+00:00\", \"2021-08-03 03:45:15.000000+00:00\"], \"session_ids\": [\"4ada0348-5756-4d1a-88d6-74c05d3cf21c\", \"fdd0ffed-7c05-456d-a0f4-1097b33f0429\", \"36be3bb2-c153-4f6b-b2bf-94bbbe6447d0\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 4.744}}, {\"83695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-01 12:17:06.000000+00:00\", \"2019-03-09 14:39:50.000000+00:00\", \"2019-01-08 16:44:44.000000+00:00\", \"2020-08-30 08:31:39.000000+00:00\"], \"session_ids\": [\"2ec125b3-9b89-4f21-9cc9-4f157f46831b\", \"296c03cb-312a-4ff6-84f0-39c367390710\", \"b5692511-e8a5-48c7-8027-287ed612e08a\", \"c632fb45-2a89-4664-bf73-739b9ee29ffa\"], \"total_duration\": 1570.0, \"total_sessions\": 4, \"mean_week_duration\": 18.256}}, {\"57103\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-03 12:21:23.000000+00:00\", \"2022-10-18 10:09:23.000000+00:00\", \"2019-06-09 00:52:49.000000+00:00\", \"2022-07-21 15:12:51.000000+00:00\"], \"session_ids\": [\"78a31cce-1cfa-4c21-af41-c7f8e94ea769\", \"e7681b22-03bd-403e-974c-2e978a140132\", \"bd606793-133a-469c-926f-38ec49dcfc84\", \"2e303998-891b-4872-9200-8f8a6d45af9c\"], \"total_duration\": 178.0, \"total_sessions\": 4, \"mean_week_duration\": 0.978}}, {\"58778\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-02-02 04:08:09.000000+00:00\", \"2019-09-12 15:37:16.000000+00:00\", \"2022-09-10 10:43:51.000000+00:00\", \"2022-01-18 15:27:26.000000+00:00\"], \"session_ids\": [\"177713d4-d420-46c8-b8d2-d9e735ad03db\", \"e389baea-9b8c-4d22-9f01-38d179b4b177\", \"e3f77d80-5e81-4949-87b5-7c277ecce5f5\", \"4d6dcb6f-4f8b-4af7-9fc3-cbc304eb1b66\"], \"total_duration\": 322.0, \"total_sessions\": 4, \"mean_week_duration\": 1.819}}, {\"26221\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-24 14:27:51.000000+00:00\", \"2021-04-12 23:02:45.000000+00:00\", \"2019-08-16 09:09:23.000000+00:00\", \"2019-08-30 08:09:25.000000+00:00\", \"2022-03-11 02:38:30.000000+00:00\"], \"session_ids\": [\"87fb5a80-07c3-4fe6-8e2c-ff898dcffc46\", \"eb8e0e54-114b-4375-8485-4ceb36470ed2\", \"49acf897-a644-4015-a93a-2b60ae42f5f2\", \"505f500c-8102-4936-836c-cc5600c7b0ff\", \"a6995d43-e0e2-4d44-8b86-a9596251b905\"], \"total_duration\": 137.0, \"total_sessions\": 5, \"mean_week_duration\": 0.695}}, {\"66215\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-20 00:40:49.000000+00:00\", \"2022-05-01 18:48:00.000000+00:00\", \"2019-10-14 02:46:12.000000+00:00\", \"2023-01-12 15:41:55.000000+00:00\", \"2022-08-08 06:13:59.000000+00:00\", \"2019-08-21 17:10:55.000000+00:00\", \"2023-06-16 18:50:56.000000+00:00\", \"2021-09-21 13:28:20.000000+00:00\", \"2019-05-08 08:09:55.000000+00:00\"], \"session_ids\": [\"649dc489-5a83-4d84-8783-41c24261c83e\", \"dbf0863b-6536-45cd-a1ec-27545eca93bd\", \"6c928a7b-60d1-4319-8aa2-efe2ed77be41\", \"c7e67806-5273-4c5e-a134-98c6af48d268\", \"a2693c01-9f2d-4582-8dab-5dbe45fbb9d6\", \"ade414e2-9ec6-43c1-b392-ac3eac123438\", \"52d10e2f-e546-44ba-9948-e4bab6ae4391\", \"c92793b4-9293-4237-a52c-6a4881d267e4\", \"21069f71-1d4d-433d-9290-f9e0c209bde0\"], \"total_duration\": 1728.0, \"total_sessions\": 9, \"mean_week_duration\": 8.037}}]\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[{\"61752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-05-25 23:11:20.000000+00:00\", \"2023-04-17 15:55:33.000000+00:00\"], \"session_ids\": [\"92b9b0ed-066e-473f-9380-d4718477b4c5\", \"20731cc1-8fa4-42d5-8747-0cd8e9637a46\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.503}}, {\"57507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-08 19:38:03.000000+00:00\", \"2020-07-17 05:02:51.000000+00:00\"], \"session_ids\": [\"da5e8efb-2a3f-48c4-a599-25405de8861d\", \"d1bc8a72-431a-4fa7-bc2e-13253a2898cc\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.04}}, {\"32431\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-14 15:00:46.000000+00:00\", \"2020-06-28 18:06:40.000000+00:00\"], \"session_ids\": [\"56780133-0c78-4d5a-a740-3ee17c4eccbc\", \"b25cd7d8-5da8-4205-b2a5-5c85ec044d3c\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 9.674}}, {\"5406\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-24 12:23:12.000000+00:00\", \"2019-11-09 09:02:12.000000+00:00\", \"2021-08-03 03:45:15.000000+00:00\"], \"session_ids\": [\"4ada0348-5756-4d1a-88d6-74c05d3cf21c\", \"fdd0ffed-7c05-456d-a0f4-1097b33f0429\", \"36be3bb2-c153-4f6b-b2bf-94bbbe6447d0\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 4.744}}, {\"83695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-01 12:17:06.000000+00:00\", \"2019-03-09 14:39:50.000000+00:00\", \"2019-01-08 16:44:44.000000+00:00\", \"2020-08-30 08:31:39.000000+00:00\"], \"session_ids\": [\"2ec125b3-9b89-4f21-9cc9-4f157f46831b\", \"296c03cb-312a-4ff6-84f0-39c367390710\", \"b5692511-e8a5-48c7-8027-287ed612e08a\", \"c632fb45-2a89-4664-bf73-739b9ee29ffa\"], \"total_duration\": 1570.0, \"total_sessions\": 4, \"mean_week_duration\": 18.256}}, {\"57103\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-03 12:21:23.000000+00:00\", \"2022-10-18 10:09:23.000000+00:00\", \"2019-06-09 00:52:49.000000+00:00\", \"2022-07-21 15:12:51.000000+00:00\"], \"session_ids\": [\"78a31cce-1cfa-4c21-af41-c7f8e94ea769\", \"e7681b22-03bd-403e-974c-2e978a140132\", \"bd606793-133a-469c-926f-38ec49dcfc84\", \"2e303998-891b-4872-9200-8f8a6d45af9c\"], \"total_duration\": 178.0, \"total_sessions\": 4, \"mean_week_duration\": 0.978}}, {\"58778\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-02-02 04:08:09.000000+00:00\", \"2019-09-12 15:37:16.000000+00:00\", \"2022-09-10 10:43:51.000000+00:00\", \"2022-01-18 15:27:26.000000+00:00\"], \"session_ids\": [\"177713d4-d420-46c8-b8d2-d9e735ad03db\", \"e389baea-9b8c-4d22-9f01-38d179b4b177\", \"e3f77d80-5e81-4949-87b5-7c277ecce5f5\", \"4d6dcb6f-4f8b-4af7-9fc3-cbc304eb1b66\"], \"total_duration\": 322.0, \"total_sessions\": 4, \"mean_week_duration\": 1.819}}, {\"26221\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-24 14:27:51.000000+00:00\", \"2021-04-12 23:02:45.000000+00:00\", \"2019-08-16 09:09:23.000000+00:00\", \"2019-08-30 08:09:25.000000+00:00\", \"2022-03-11 02:38:30.000000+00:00\"], \"session_ids\": [\"87fb5a80-07c3-4fe6-8e2c-ff898dcffc46\", \"eb8e0e54-114b-4375-8485-4ceb36470ed2\", \"49acf897-a644-4015-a93a-2b60ae42f5f2\", \"505f500c-8102-4936-836c-cc5600c7b0ff\", \"a6995d43-e0e2-4d44-8b86-a9596251b905\"], \"total_duration\": 137.0, \"total_sessions\": 5, \"mean_week_duration\": 0.695}}, {\"66215\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-20 00:40:49.000000+00:00\", \"2022-05-01 18:48:00.000000+00:00\", \"2019-10-14 02:46:12.000000+00:00\", \"2023-01-12 15:41:55.000000+00:00\", \"2022-08-08 06:13:59.000000+00:00\", \"2019-08-21 17:10:55.000000+00:00\", \"2023-06-16 18:50:56.000000+00:00\", \"2021-09-21 13:28:20.000000+00:00\", \"2019-05-08 08:09:55.000000+00:00\"], \"session_ids\": [\"649dc489-5a83-4d84-8783-41c24261c83e\", \"dbf0863b-6536-45cd-a1ec-27545eca93bd\", \"6c928a7b-60d1-4319-8aa2-efe2ed77be41\", \"c7e67806-5273-4c5e-a134-98c6af48d268\", \"a2693c01-9f2d-4582-8dab-5dbe45fbb9d6\", \"ade414e2-9ec6-43c1-b392-ac3eac123438\", \"52d10e2f-e546-44ba-9948-e4bab6ae4391\", \"c92793b4-9293-4237-a52c-6a4881d267e4\", \"21069f71-1d4d-433d-9290-f9e0c209bde0\"], \"total_duration\": 1728.0, \"total_sessions\": 9, \"mean_week_duration\": 8.037}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 7 users with a time spent on the site that is above 2064 and below 3489 and in addition implement sorting by sum of duration 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{\"20024\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-08-07 09:34:46.000000+00:00\", \"2021-04-26 22:01:48.000000+00:00\", \"2021-07-12 04:50:03.000000+00:00\", \"2020-07-06 01:17:46.000000+00:00\", \"2021-06-12 16:21:36.000000+00:00\", \"2020-08-18 19:15:19.000000+00:00\", \"2021-03-12 17:03:50.000000+00:00\", \"2023-03-23 00:03:40.000000+00:00\"], \"session_ids\": [\"74739a32-f2af-4cf5-8006-cb84eebea234\", \"d441f9a8-b406-4aa8-ae60-b296c57dffb5\", \"3d167f8a-6508-4205-8b26-7b430f7c544e\", \"80e6032c-cea9-4e6b-b000-6215c4b4fb0b\", \"b25f6e7b-d5ea-4c98-9d38-f73d96f40233\", \"8afb5f89-c6e2-4be7-b75d-d4774f281787\", \"2a070c24-b844-491b-9702-e645bdb9abf8\", \"a903b154-18e3-4910-9200-0775c1e1236f\"], \"total_duration\": 14707.0, \"total_sessions\": 8, \"mean_week_duration\": 77.815}, \"47892\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-17 18:34:12.000000+00:00\", \"2019-05-19 08:47:03.000000+00:00\", \"2019-01-07 08:35:00.000000+00:00\", \"2022-07-16 07:00:59.000000+00:00\"], \"session_ids\": [\"0cd96353-b3d1-49aa-bddd-18bdf87eeb7d\", \"bfd7ef38-cb86-411a-83d9-c2f348749d2a\", \"293544a3-0f1c-4243-b5b1-284831aded1e\", \"b485f8d3-73e1-4339-9f95-9bb7d5f1d731\"], \"total_duration\": 141.0, \"total_sessions\": 4, \"mean_week_duration\": 0.766}, \"77863\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-05-25 16:26:22.000000+00:00\", \"2023-01-15 12:03:11.000000+00:00\"], \"session_ids\": [\"1b7d3031-79cf-489d-b447-4488b8f07cf0\", \"76d7296e-b13c-49c3-b470-62d0c7761347\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 2.059}, \"22681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-02-10 07:40:06.000000+00:00\", \"2023-01-18 17:54:35.000000+00:00\", \"2023-04-14 03:27:18.000000+00:00\", \"2020-02-20 20:17:21.000000+00:00\"], \"session_ids\": [\"31d0a7f0-d923-41ec-8c3e-34a81d602066\", \"d18cfe0c-454d-418f-8fa9-7b198b6cd98d\", \"41248e84-aa6b-4621-95db-09f045da0bb3\", \"dcdaa82f-b7d1-4f0c-8df4-685c47ecf58d\"], \"total_duration\": 316.0, \"total_sessions\": 4, \"mean_week_duration\": 1.927}, \"99398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-25 11:53:58.000000+00:00\", \"2020-01-22 20:26:39.000000+00:00\"], \"session_ids\": [\"ec61f2ac-c719-42a4-b604-4439c393ef29\", \"57de5c31-b7cc-48f1-987b-a917c7d20354\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.1}, \"42720\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-09-09 23:56:20.000000+00:00\", \"2022-10-03 09:38:43.000000+00:00\"], \"session_ids\": [\"0444685f-6917-4426-8c15-f2e7ec6ce9c8\", \"da1b04e1-0986-4957-bfa0-35a5ecd3cdeb\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 7.804}, \"57712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-30 14:14:09.000000+00:00\", \"2023-06-21 20:49:24.000000+00:00\", \"2022-07-20 18:51:43.000000+00:00\", \"2020-11-20 21:31:19.000000+00:00\"], \"session_ids\": [\"abc35d16-8db2-45f9-b102-422749478f49\", \"68567dba-e363-4902-a133-2f892b187d71\", \"16aaa4ca-79ea-4199-8599-24c53ef4b310\", \"6d741fa4-da4c-4dde-94b9-b9682054d1f6\"], \"total_duration\": 324.0, \"total_sessions\": 4, \"mean_week_duration\": 2.4}, \"59649\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-05-07 23:49:07.000000+00:00\", \"2022-01-13 14:30:59.000000+00:00\"], \"session_ids\": [\"757b30e0-09e4-401a-a0e9-6aa9ff05537f\", \"0e2f8359-f9aa-4fab-9e2b-1e2a73441543\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.444}, \"26324\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-06-14 03:24:39.000000+00:00\", \"2020-10-30 01:01:12.000000+00:00\"], \"session_ids\": [\"c20cfb7b-b640-4f69-959c-cdb6c98f0561\", \"d170fb74-9bb7-433c-85c0-140204805926\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 4.071}, \"66234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-04 03:21:29.000000+00:00\", \"2022-05-17 19:48:58.000000+00:00\"], \"session_ids\": [\"fc334b7f-0d6d-4f23-8856-5385962316ca\", \"178a386b-816d-4152-974e-74b7c8aad3ea\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 3.88}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 2064 and are equal or less than 3489"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[2064, 3489]]}}}\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": "Show 3 users to me whose duration summation is staying below 481, exclusively 481 plus carry out sorting by quantity of sessions in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67611\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-06 21:25:36.000000+00:00\", \"2020-10-09 04:55:34.000000+00:00\"], \"session_ids\": [\"24d0e5ad-9890-4d69-a49a-ea9c2b83bd1d\", \"2c81c08a-9935-4a35-9c5e-e81565a40d50\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 51.8}, \"10243\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-06 13:53:18.000000+00:00\", \"2023-05-10 00:43:45.000000+00:00\", \"2022-10-16 19:17:44.000000+00:00\", \"2020-09-23 20:29:38.000000+00:00\"], \"session_ids\": [\"1fae8a8c-dd99-410f-82a2-07229a3c6d10\", \"a3573ebe-0601-454e-98dc-422e8110d104\", \"53682b09-993a-43ff-9997-47b07e0c45df\", \"2ad6ca78-34d0-4cce-976b-170a41c59ccd\"], \"total_duration\": 266.0, \"total_sessions\": 4, \"mean_week_duration\": 1.942}, \"35883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-02-06 02:00:49.000000+00:00\", \"2020-10-30 10:12:30.000000+00:00\", \"2022-12-20 23:02:30.000000+00:00\", \"2021-11-28 21:44:42.000000+00:00\", \"2020-04-24 06:39:52.000000+00:00\", \"2019-10-07 17:05:22.000000+00:00\", \"2022-11-06 09:49:07.000000+00:00\", \"2022-04-15 21:29:21.000000+00:00\", \"2020-04-07 08:01:14.000000+00:00\", \"2020-08-09 23:46:46.000000+00:00\", \"2021-11-30 23:06:11.000000+00:00\"], \"session_ids\": [\"48139f26-7ae1-43a1-a26d-66ca0bbc8a64\", \"17d67f3b-6a0f-42c8-b279-4fb37fd689c3\", \"e98c4063-545c-4c28-8b4c-ead2a7d93a2b\", \"71987591-d43b-4944-9f2e-04ec1d4e0339\", \"3540d224-8a60-4af1-bc13-72f2612d609b\", \"0cd7044a-53cb-4c28-af3e-9f2038a3788e\", \"066eb2f1-9657-40ea-8476-a3be96246b8e\", \"08c05793-6729-4713-808c-63c5791bdcb1\", \"423b94fd-8bad-4b15-94d6-eae070efb550\", \"d6aa6c25-289b-47af-92bc-c68aec06b4be\", \"2732695e-9eae-4ee6-b3e4-e89b7d2ee6f9\"], \"total_duration\": 19535.0, \"total_sessions\": 11, \"mean_week_duration\": 116.28}, \"38530\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-25 09:45:29.000000+00:00\", \"2023-06-11 18:16:13.000000+00:00\", \"2022-11-05 15:30:21.000000+00:00\"], \"session_ids\": [\"7feb7ced-072c-4f19-93ea-325727d94937\", \"e8614d07-721e-4ed5-86e8-b71375b12ff0\", \"aac856aa-fee4-47ed-83ee-bbabae2f4e12\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.307}, \"21085\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-10 21:10:52.000000+00:00\", \"2020-12-29 15:09:52.000000+00:00\"], \"session_ids\": [\"6c1e70c2-8073-4154-b006-be2e29847922\", \"80ecb103-a029-426d-9d90-e10e2cf475fa\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.907}, \"58146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-28 03:11:06.000000+00:00\", \"2021-07-27 13:43:02.000000+00:00\", \"2021-12-23 23:32:25.000000+00:00\"], \"session_ids\": [\"7ef68484-305d-4c4d-b04a-33767c16c42d\", \"469393bf-180e-4c2a-bff7-bfc3114c850f\", \"1d048189-b75a-46c8-9dd7-0452b54cc0c5\"], \"total_duration\": 209.0, \"total_sessions\": 3, \"mean_week_duration\": 2.01}, \"50431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-07 16:35:39.000000+00:00\", \"2020-03-13 11:11:59.000000+00:00\", \"2022-06-11 14:14:18.000000+00:00\"], \"session_ids\": [\"664d5c2d-ecfd-4fb4-915d-552f6ac334e3\", \"ffc6a604-e1ea-4b0d-87c1-ade2cf2a2ec7\", \"e40618f5-9c88-4a34-92cd-e16357c6876b\"], \"total_duration\": 450.0, \"total_sessions\": 3, \"mean_week_duration\": 3.814}, \"88332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-06 09:14:46.000000+00:00\", \"2022-06-29 02:44:49.000000+00:00\", \"2022-02-24 19:11:35.000000+00:00\", \"2021-04-02 03:34:34.000000+00:00\", \"2022-06-21 17:34:30.000000+00:00\", \"2021-02-12 06:43:53.000000+00:00\", \"2022-10-02 10:05:39.000000+00:00\", \"2022-05-31 16:40:49.000000+00:00\", \"2019-12-14 05:16:42.000000+00:00\", \"2019-07-07 00:37:54.000000+00:00\"], \"session_ids\": [\"fb966588-4401-4b98-99ee-c25a2ae9b922\", \"68a5439e-56f0-4361-a802-8dd69464ea57\", \"73f7e9bc-f10f-4084-9e16-fffe689e41d5\", \"35ba61e1-0246-4e07-a172-8d920d7a1869\", \"8cd18b6e-a97f-4a00-b3e0-4d566f27738d\", \"d8409231-5b2c-4952-8fc6-3aac78c62f90\", \"2d7a1aee-8e61-4774-bae6-b9caa75aaa6c\", \"258e85dd-eb85-45d7-a0cb-9d47c39c1f2e\", \"ba90679b-7124-4451-98b6-e99d3f0c44ed\", \"f4abb0c0-651d-4d29-810b-b09f3f5d91aa\"], \"total_duration\": 14816.0, \"total_sessions\": 10, \"mean_week_duration\": 85.149}, \"48902\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-25 08:24:34.000000+00:00\", \"2020-08-25 00:54:08.000000+00:00\", \"2023-06-08 14:10:07.000000+00:00\", \"2019-01-15 19:10:08.000000+00:00\", \"2021-07-01 19:53:09.000000+00:00\"], \"session_ids\": [\"e650bed9-3849-465c-9a26-402c0c39fe70\", \"dd1fbbc1-0b58-47dd-8f4c-3e1cad8d2a8b\", \"ec1b4e02-da3e-4e51-a092-8c63ab055157\", \"6401c2c5-c220-49b4-b86d-c9844b55135e\", \"6c206a02-33a2-4570-8719-2d38ffa01337\"], \"total_duration\": 601.0, \"total_sessions\": 5, \"mean_week_duration\": 2.613}, \"18325\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-10 01:35:55.000000+00:00\", \"2022-05-19 10:02:48.000000+00:00\"], \"session_ids\": [\"a194ed1c-0899-449c-97c5-0e08d104d5cd\", \"7df2cd5f-35bf-4085-8f9a-2a9ecc884827\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 481"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[481, 4342]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67611\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-06 21:25:36.000000+00:00\", \"2020-10-09 04:55:34.000000+00:00\"], \"session_ids\": [\"24d0e5ad-9890-4d69-a49a-ea9c2b83bd1d\", \"2c81c08a-9935-4a35-9c5e-e81565a40d50\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 51.8}, \"10243\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-06 13:53:18.000000+00:00\", \"2023-05-10 00:43:45.000000+00:00\", \"2022-10-16 19:17:44.000000+00:00\", \"2020-09-23 20:29:38.000000+00:00\"], \"session_ids\": [\"1fae8a8c-dd99-410f-82a2-07229a3c6d10\", \"a3573ebe-0601-454e-98dc-422e8110d104\", \"53682b09-993a-43ff-9997-47b07e0c45df\", \"2ad6ca78-34d0-4cce-976b-170a41c59ccd\"], \"total_duration\": 266.0, \"total_sessions\": 4, \"mean_week_duration\": 1.942}, \"38530\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-25 09:45:29.000000+00:00\", \"2023-06-11 18:16:13.000000+00:00\", \"2022-11-05 15:30:21.000000+00:00\"], \"session_ids\": [\"7feb7ced-072c-4f19-93ea-325727d94937\", \"e8614d07-721e-4ed5-86e8-b71375b12ff0\", \"aac856aa-fee4-47ed-83ee-bbabae2f4e12\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.307}, \"21085\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-10 21:10:52.000000+00:00\", \"2020-12-29 15:09:52.000000+00:00\"], \"session_ids\": [\"6c1e70c2-8073-4154-b006-be2e29847922\", \"80ecb103-a029-426d-9d90-e10e2cf475fa\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.907}, \"58146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-28 03:11:06.000000+00:00\", \"2021-07-27 13:43:02.000000+00:00\", \"2021-12-23 23:32:25.000000+00:00\"], \"session_ids\": [\"7ef68484-305d-4c4d-b04a-33767c16c42d\", \"469393bf-180e-4c2a-bff7-bfc3114c850f\", \"1d048189-b75a-46c8-9dd7-0452b54cc0c5\"], \"total_duration\": 209.0, \"total_sessions\": 3, \"mean_week_duration\": 2.01}, \"50431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-07 16:35:39.000000+00:00\", \"2020-03-13 11:11:59.000000+00:00\", \"2022-06-11 14:14:18.000000+00:00\"], \"session_ids\": [\"664d5c2d-ecfd-4fb4-915d-552f6ac334e3\", \"ffc6a604-e1ea-4b0d-87c1-ade2cf2a2ec7\", \"e40618f5-9c88-4a34-92cd-e16357c6876b\"], \"total_duration\": 450.0, \"total_sessions\": 3, \"mean_week_duration\": 3.814}, \"18325\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-10 01:35:55.000000+00:00\", \"2022-05-19 10:02:48.000000+00:00\"], \"session_ids\": [\"a194ed1c-0899-449c-97c5-0e08d104d5cd\", \"7df2cd5f-35bf-4085-8f9a-2a9ecc884827\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10243\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-06 13:53:18.000000+00:00\", \"2023-05-10 00:43:45.000000+00:00\", \"2022-10-16 19:17:44.000000+00:00\", \"2020-09-23 20:29:38.000000+00:00\"], \"session_ids\": [\"1fae8a8c-dd99-410f-82a2-07229a3c6d10\", \"a3573ebe-0601-454e-98dc-422e8110d104\", \"53682b09-993a-43ff-9997-47b07e0c45df\", \"2ad6ca78-34d0-4cce-976b-170a41c59ccd\"], \"total_duration\": 266.0, \"total_sessions\": 4, \"mean_week_duration\": 1.942}}, {\"38530\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-25 09:45:29.000000+00:00\", \"2023-06-11 18:16:13.000000+00:00\", \"2022-11-05 15:30:21.000000+00:00\"], \"session_ids\": [\"7feb7ced-072c-4f19-93ea-325727d94937\", \"e8614d07-721e-4ed5-86e8-b71375b12ff0\", \"aac856aa-fee4-47ed-83ee-bbabae2f4e12\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.307}}, {\"58146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-28 03:11:06.000000+00:00\", \"2021-07-27 13:43:02.000000+00:00\", \"2021-12-23 23:32:25.000000+00:00\"], \"session_ids\": [\"7ef68484-305d-4c4d-b04a-33767c16c42d\", \"469393bf-180e-4c2a-bff7-bfc3114c850f\", \"1d048189-b75a-46c8-9dd7-0452b54cc0c5\"], \"total_duration\": 209.0, \"total_sessions\": 3, \"mean_week_duration\": 2.01}}, {\"50431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-07 16:35:39.000000+00:00\", \"2020-03-13 11:11:59.000000+00:00\", \"2022-06-11 14:14:18.000000+00:00\"], \"session_ids\": [\"664d5c2d-ecfd-4fb4-915d-552f6ac334e3\", \"ffc6a604-e1ea-4b0d-87c1-ade2cf2a2ec7\", \"e40618f5-9c88-4a34-92cd-e16357c6876b\"], \"total_duration\": 450.0, \"total_sessions\": 3, \"mean_week_duration\": 3.814}}, {\"67611\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-06 21:25:36.000000+00:00\", \"2020-10-09 04:55:34.000000+00:00\"], \"session_ids\": [\"24d0e5ad-9890-4d69-a49a-ea9c2b83bd1d\", \"2c81c08a-9935-4a35-9c5e-e81565a40d50\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 51.8}}, {\"21085\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-10 21:10:52.000000+00:00\", \"2020-12-29 15:09:52.000000+00:00\"], \"session_ids\": [\"6c1e70c2-8073-4154-b006-be2e29847922\", \"80ecb103-a029-426d-9d90-e10e2cf475fa\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.907}}, {\"18325\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-10 01:35:55.000000+00:00\", \"2022-05-19 10:02:48.000000+00:00\"], \"session_ids\": [\"a194ed1c-0899-449c-97c5-0e08d104d5cd\", \"7df2cd5f-35bf-4085-8f9a-2a9ecc884827\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10243\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-06 13:53:18.000000+00:00\", \"2023-05-10 00:43:45.000000+00:00\", \"2022-10-16 19:17:44.000000+00:00\", \"2020-09-23 20:29:38.000000+00:00\"], \"session_ids\": [\"1fae8a8c-dd99-410f-82a2-07229a3c6d10\", \"a3573ebe-0601-454e-98dc-422e8110d104\", \"53682b09-993a-43ff-9997-47b07e0c45df\", \"2ad6ca78-34d0-4cce-976b-170a41c59ccd\"], \"total_duration\": 266.0, \"total_sessions\": 4, \"mean_week_duration\": 1.942}}, {\"38530\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-25 09:45:29.000000+00:00\", \"2023-06-11 18:16:13.000000+00:00\", \"2022-11-05 15:30:21.000000+00:00\"], \"session_ids\": [\"7feb7ced-072c-4f19-93ea-325727d94937\", \"e8614d07-721e-4ed5-86e8-b71375b12ff0\", \"aac856aa-fee4-47ed-83ee-bbabae2f4e12\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.307}}, {\"58146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-28 03:11:06.000000+00:00\", \"2021-07-27 13:43:02.000000+00:00\", \"2021-12-23 23:32:25.000000+00:00\"], \"session_ids\": [\"7ef68484-305d-4c4d-b04a-33767c16c42d\", \"469393bf-180e-4c2a-bff7-bfc3114c850f\", \"1d048189-b75a-46c8-9dd7-0452b54cc0c5\"], \"total_duration\": 209.0, \"total_sessions\": 3, \"mean_week_duration\": 2.01}}]\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[{\"10243\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-06 13:53:18.000000+00:00\", \"2023-05-10 00:43:45.000000+00:00\", \"2022-10-16 19:17:44.000000+00:00\", \"2020-09-23 20:29:38.000000+00:00\"], \"session_ids\": [\"1fae8a8c-dd99-410f-82a2-07229a3c6d10\", \"a3573ebe-0601-454e-98dc-422e8110d104\", \"53682b09-993a-43ff-9997-47b07e0c45df\", \"2ad6ca78-34d0-4cce-976b-170a41c59ccd\"], \"total_duration\": 266.0, \"total_sessions\": 4, \"mean_week_duration\": 1.942}}, {\"38530\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-25 09:45:29.000000+00:00\", \"2023-06-11 18:16:13.000000+00:00\", \"2022-11-05 15:30:21.000000+00:00\"], \"session_ids\": [\"7feb7ced-072c-4f19-93ea-325727d94937\", \"e8614d07-721e-4ed5-86e8-b71375b12ff0\", \"aac856aa-fee4-47ed-83ee-bbabae2f4e12\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.307}}, {\"58146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-28 03:11:06.000000+00:00\", \"2021-07-27 13:43:02.000000+00:00\", \"2021-12-23 23:32:25.000000+00:00\"], \"session_ids\": [\"7ef68484-305d-4c4d-b04a-33767c16c42d\", \"469393bf-180e-4c2a-bff7-bfc3114c850f\", \"1d048189-b75a-46c8-9dd7-0452b54cc0c5\"], \"total_duration\": 209.0, \"total_sessions\": 3, \"mean_week_duration\": 2.01}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 5 users who aren't residing in city Buenos Aires as well as execute sorting by town title in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58555\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-02 22:38:21.000000+00:00\", \"2019-07-19 02:11:24.000000+00:00\", \"2022-07-10 14:26:23.000000+00:00\"], \"session_ids\": [\"6b31bcc4-c3e3-4871-8005-5243ba48f351\", \"3bfaa8ed-a1f8-45d1-b879-43ba48cccdf3\", \"0b97c228-1d64-4709-a573-96763fcdbf67\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 0.564}, \"18967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-08 09:16:35.000000+00:00\", \"2022-07-24 18:56:04.000000+00:00\", \"2019-08-16 00:06:40.000000+00:00\"], \"session_ids\": [\"0d6a67e7-c781-4521-a878-3173d86026d3\", \"e9b923f9-ef14-4d3d-b7ff-7c16e22fa284\", \"4ee651dd-db8a-4a4a-aa0f-f0e6068f103f\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 1.545}, \"87560\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-10 18:08:49.000000+00:00\", \"2021-12-23 10:20:15.000000+00:00\", \"2023-04-22 20:22:08.000000+00:00\", \"2022-10-29 03:22:17.000000+00:00\", \"2023-04-17 21:21:09.000000+00:00\", \"2019-10-03 03:05:10.000000+00:00\", \"2022-10-04 14:08:59.000000+00:00\", \"2023-06-12 02:11:33.000000+00:00\"], \"session_ids\": [\"2e6953c5-cdfe-4845-ae92-8094a1a0c3f7\", \"cb3cdb36-b531-485b-a6f0-fa7bb1439682\", \"bbb76181-ac23-43ef-9e7f-a09e3df830af\", \"2a10c16b-b938-459e-8e99-f078ffae75a8\", \"53781b27-97d2-4c30-b597-c98ec0393bd1\", \"d78b0ea8-c889-4a9f-bf14-a840d3bc1bd8\", \"430fa141-8553-4653-b2f7-3c4fe8ccdba6\", \"a96b9314-252e-435b-a6f9-242560e93242\"], \"total_duration\": 340.0, \"total_sessions\": 8, \"mean_week_duration\": 1.762}, \"99742\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-06 19:33:18.000000+00:00\", \"2019-02-10 11:33:00.000000+00:00\", \"2019-02-28 11:57:56.000000+00:00\"], \"session_ids\": [\"8555ca36-689d-436c-8a7c-71ed4a141aa5\", \"88a84831-a9c2-4d5a-aca0-9b776c9ee034\", \"4cda0851-aabf-43e2-99ee-c4de00d9bf95\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 4.077}, \"82825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-30 00:27:48.000000+00:00\", \"2020-02-14 17:09:20.000000+00:00\"], \"session_ids\": [\"1df96dc3-e893-4aba-bed7-0bec1b267cdc\", \"3045e0a4-7e01-4f16-9ed1-1d2c7c6090a5\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.552}, \"65135\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-13 03:08:22.000000+00:00\", \"2022-12-20 12:43:17.000000+00:00\", \"2020-04-06 08:31:18.000000+00:00\"], \"session_ids\": [\"b09c5a1f-a664-4b72-b45a-1c67ec7b412d\", \"ba560f02-35f9-4512-90a8-ff7887593398\", \"2c368697-ea28-4f38-8b7b-44c601476246\"], \"total_duration\": 644.0, \"total_sessions\": 3, \"mean_week_duration\": 4.535}, \"25108\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-31 02:56:09.000000+00:00\", \"2023-04-11 02:23:01.000000+00:00\", \"2021-09-28 18:16:57.000000+00:00\"], \"session_ids\": [\"6b29eb9f-b110-4856-a84b-07fabf31b359\", \"6e8000e6-0df8-49fe-96b0-9ba337206811\", \"de82758e-2476-4a11-a71c-0021170d345e\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.438}, \"37693\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-03 16:58:32.000000+00:00\", \"2019-06-13 15:47:50.000000+00:00\", \"2023-05-04 06:41:53.000000+00:00\"], \"session_ids\": [\"8403e226-4346-4990-bfd2-f3cddbd9277f\", \"ddaa25aa-ad81-4303-837c-6d9b0c5e1288\", \"92b7b28a-606c-43c5-8ba2-4d3c51ed1e4f\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 3.419}, \"34942\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-11 13:37:47.000000+00:00\", \"2022-09-17 10:23:22.000000+00:00\"], \"session_ids\": [\"e40b5342-d039-4378-a076-81582baad998\", \"a28bc03f-3464-4bc0-a60e-3194f4b1d083\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}, \"1890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-13 21:30:50.000000+00:00\", \"2023-05-21 22:48:00.000000+00:00\"], \"session_ids\": [\"bf89b332-f1cc-42b9-9783-d169da242c2e\", \"bfd9debe-f783-468e-82c6-a13d3413db14\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.191}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Buenos Aires"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Buenos Aires\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58555\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-02 22:38:21.000000+00:00\", \"2019-07-19 02:11:24.000000+00:00\", \"2022-07-10 14:26:23.000000+00:00\"], \"session_ids\": [\"6b31bcc4-c3e3-4871-8005-5243ba48f351\", \"3bfaa8ed-a1f8-45d1-b879-43ba48cccdf3\", \"0b97c228-1d64-4709-a573-96763fcdbf67\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 0.564}, \"18967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-08 09:16:35.000000+00:00\", \"2022-07-24 18:56:04.000000+00:00\", \"2019-08-16 00:06:40.000000+00:00\"], \"session_ids\": [\"0d6a67e7-c781-4521-a878-3173d86026d3\", \"e9b923f9-ef14-4d3d-b7ff-7c16e22fa284\", \"4ee651dd-db8a-4a4a-aa0f-f0e6068f103f\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 1.545}, \"87560\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-10 18:08:49.000000+00:00\", \"2021-12-23 10:20:15.000000+00:00\", \"2023-04-22 20:22:08.000000+00:00\", \"2022-10-29 03:22:17.000000+00:00\", \"2023-04-17 21:21:09.000000+00:00\", \"2019-10-03 03:05:10.000000+00:00\", \"2022-10-04 14:08:59.000000+00:00\", \"2023-06-12 02:11:33.000000+00:00\"], \"session_ids\": [\"2e6953c5-cdfe-4845-ae92-8094a1a0c3f7\", \"cb3cdb36-b531-485b-a6f0-fa7bb1439682\", \"bbb76181-ac23-43ef-9e7f-a09e3df830af\", \"2a10c16b-b938-459e-8e99-f078ffae75a8\", \"53781b27-97d2-4c30-b597-c98ec0393bd1\", \"d78b0ea8-c889-4a9f-bf14-a840d3bc1bd8\", \"430fa141-8553-4653-b2f7-3c4fe8ccdba6\", \"a96b9314-252e-435b-a6f9-242560e93242\"], \"total_duration\": 340.0, \"total_sessions\": 8, \"mean_week_duration\": 1.762}, \"99742\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-06 19:33:18.000000+00:00\", \"2019-02-10 11:33:00.000000+00:00\", \"2019-02-28 11:57:56.000000+00:00\"], \"session_ids\": [\"8555ca36-689d-436c-8a7c-71ed4a141aa5\", \"88a84831-a9c2-4d5a-aca0-9b776c9ee034\", \"4cda0851-aabf-43e2-99ee-c4de00d9bf95\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 4.077}, \"82825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-30 00:27:48.000000+00:00\", \"2020-02-14 17:09:20.000000+00:00\"], \"session_ids\": [\"1df96dc3-e893-4aba-bed7-0bec1b267cdc\", \"3045e0a4-7e01-4f16-9ed1-1d2c7c6090a5\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.552}, \"65135\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-13 03:08:22.000000+00:00\", \"2022-12-20 12:43:17.000000+00:00\", \"2020-04-06 08:31:18.000000+00:00\"], \"session_ids\": [\"b09c5a1f-a664-4b72-b45a-1c67ec7b412d\", \"ba560f02-35f9-4512-90a8-ff7887593398\", \"2c368697-ea28-4f38-8b7b-44c601476246\"], \"total_duration\": 644.0, \"total_sessions\": 3, \"mean_week_duration\": 4.535}, \"25108\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-31 02:56:09.000000+00:00\", \"2023-04-11 02:23:01.000000+00:00\", \"2021-09-28 18:16:57.000000+00:00\"], \"session_ids\": [\"6b29eb9f-b110-4856-a84b-07fabf31b359\", \"6e8000e6-0df8-49fe-96b0-9ba337206811\", \"de82758e-2476-4a11-a71c-0021170d345e\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.438}, \"37693\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-03 16:58:32.000000+00:00\", \"2019-06-13 15:47:50.000000+00:00\", \"2023-05-04 06:41:53.000000+00:00\"], \"session_ids\": [\"8403e226-4346-4990-bfd2-f3cddbd9277f\", \"ddaa25aa-ad81-4303-837c-6d9b0c5e1288\", \"92b7b28a-606c-43c5-8ba2-4d3c51ed1e4f\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 3.419}, \"34942\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-11 13:37:47.000000+00:00\", \"2022-09-17 10:23:22.000000+00:00\"], \"session_ids\": [\"e40b5342-d039-4378-a076-81582baad998\", \"a28bc03f-3464-4bc0-a60e-3194f4b1d083\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}, \"1890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-13 21:30:50.000000+00:00\", \"2023-05-21 22:48:00.000000+00:00\"], \"session_ids\": [\"bf89b332-f1cc-42b9-9783-d169da242c2e\", \"bfd9debe-f783-468e-82c6-a13d3413db14\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.191}}\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[{\"25108\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-31 02:56:09.000000+00:00\", \"2023-04-11 02:23:01.000000+00:00\", \"2021-09-28 18:16:57.000000+00:00\"], \"session_ids\": [\"6b29eb9f-b110-4856-a84b-07fabf31b359\", \"6e8000e6-0df8-49fe-96b0-9ba337206811\", \"de82758e-2476-4a11-a71c-0021170d345e\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.438}}, {\"58555\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-02 22:38:21.000000+00:00\", \"2019-07-19 02:11:24.000000+00:00\", \"2022-07-10 14:26:23.000000+00:00\"], \"session_ids\": [\"6b31bcc4-c3e3-4871-8005-5243ba48f351\", \"3bfaa8ed-a1f8-45d1-b879-43ba48cccdf3\", \"0b97c228-1d64-4709-a573-96763fcdbf67\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 0.564}}, {\"37693\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-03 16:58:32.000000+00:00\", \"2019-06-13 15:47:50.000000+00:00\", \"2023-05-04 06:41:53.000000+00:00\"], \"session_ids\": [\"8403e226-4346-4990-bfd2-f3cddbd9277f\", \"ddaa25aa-ad81-4303-837c-6d9b0c5e1288\", \"92b7b28a-606c-43c5-8ba2-4d3c51ed1e4f\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 3.419}}, {\"65135\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-13 03:08:22.000000+00:00\", \"2022-12-20 12:43:17.000000+00:00\", \"2020-04-06 08:31:18.000000+00:00\"], \"session_ids\": [\"b09c5a1f-a664-4b72-b45a-1c67ec7b412d\", \"ba560f02-35f9-4512-90a8-ff7887593398\", \"2c368697-ea28-4f38-8b7b-44c601476246\"], \"total_duration\": 644.0, \"total_sessions\": 3, \"mean_week_duration\": 4.535}}, {\"87560\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-10 18:08:49.000000+00:00\", \"2021-12-23 10:20:15.000000+00:00\", \"2023-04-22 20:22:08.000000+00:00\", \"2022-10-29 03:22:17.000000+00:00\", \"2023-04-17 21:21:09.000000+00:00\", \"2019-10-03 03:05:10.000000+00:00\", \"2022-10-04 14:08:59.000000+00:00\", \"2023-06-12 02:11:33.000000+00:00\"], \"session_ids\": [\"2e6953c5-cdfe-4845-ae92-8094a1a0c3f7\", \"cb3cdb36-b531-485b-a6f0-fa7bb1439682\", \"bbb76181-ac23-43ef-9e7f-a09e3df830af\", \"2a10c16b-b938-459e-8e99-f078ffae75a8\", \"53781b27-97d2-4c30-b597-c98ec0393bd1\", \"d78b0ea8-c889-4a9f-bf14-a840d3bc1bd8\", \"430fa141-8553-4653-b2f7-3c4fe8ccdba6\", \"a96b9314-252e-435b-a6f9-242560e93242\"], \"total_duration\": 340.0, \"total_sessions\": 8, \"mean_week_duration\": 1.762}}, {\"99742\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-06 19:33:18.000000+00:00\", \"2019-02-10 11:33:00.000000+00:00\", \"2019-02-28 11:57:56.000000+00:00\"], \"session_ids\": [\"8555ca36-689d-436c-8a7c-71ed4a141aa5\", \"88a84831-a9c2-4d5a-aca0-9b776c9ee034\", \"4cda0851-aabf-43e2-99ee-c4de00d9bf95\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 4.077}}, {\"34942\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-11 13:37:47.000000+00:00\", \"2022-09-17 10:23:22.000000+00:00\"], \"session_ids\": [\"e40b5342-d039-4378-a076-81582baad998\", \"a28bc03f-3464-4bc0-a60e-3194f4b1d083\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}}, {\"18967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-08 09:16:35.000000+00:00\", \"2022-07-24 18:56:04.000000+00:00\", \"2019-08-16 00:06:40.000000+00:00\"], \"session_ids\": [\"0d6a67e7-c781-4521-a878-3173d86026d3\", \"e9b923f9-ef14-4d3d-b7ff-7c16e22fa284\", \"4ee651dd-db8a-4a4a-aa0f-f0e6068f103f\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 1.545}}, {\"82825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-30 00:27:48.000000+00:00\", \"2020-02-14 17:09:20.000000+00:00\"], \"session_ids\": [\"1df96dc3-e893-4aba-bed7-0bec1b267cdc\", \"3045e0a4-7e01-4f16-9ed1-1d2c7c6090a5\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.552}}, {\"1890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-13 21:30:50.000000+00:00\", \"2023-05-21 22:48:00.000000+00:00\"], \"session_ids\": [\"bf89b332-f1cc-42b9-9783-d169da242c2e\", \"bfd9debe-f783-468e-82c6-a13d3413db14\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.191}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25108\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-31 02:56:09.000000+00:00\", \"2023-04-11 02:23:01.000000+00:00\", \"2021-09-28 18:16:57.000000+00:00\"], \"session_ids\": [\"6b29eb9f-b110-4856-a84b-07fabf31b359\", \"6e8000e6-0df8-49fe-96b0-9ba337206811\", \"de82758e-2476-4a11-a71c-0021170d345e\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.438}}, {\"58555\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-02 22:38:21.000000+00:00\", \"2019-07-19 02:11:24.000000+00:00\", \"2022-07-10 14:26:23.000000+00:00\"], \"session_ids\": [\"6b31bcc4-c3e3-4871-8005-5243ba48f351\", \"3bfaa8ed-a1f8-45d1-b879-43ba48cccdf3\", \"0b97c228-1d64-4709-a573-96763fcdbf67\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 0.564}}, {\"37693\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-03 16:58:32.000000+00:00\", \"2019-06-13 15:47:50.000000+00:00\", \"2023-05-04 06:41:53.000000+00:00\"], \"session_ids\": [\"8403e226-4346-4990-bfd2-f3cddbd9277f\", \"ddaa25aa-ad81-4303-837c-6d9b0c5e1288\", \"92b7b28a-606c-43c5-8ba2-4d3c51ed1e4f\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 3.419}}, {\"65135\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-13 03:08:22.000000+00:00\", \"2022-12-20 12:43:17.000000+00:00\", \"2020-04-06 08:31:18.000000+00:00\"], \"session_ids\": [\"b09c5a1f-a664-4b72-b45a-1c67ec7b412d\", \"ba560f02-35f9-4512-90a8-ff7887593398\", \"2c368697-ea28-4f38-8b7b-44c601476246\"], \"total_duration\": 644.0, \"total_sessions\": 3, \"mean_week_duration\": 4.535}}, {\"87560\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-10 18:08:49.000000+00:00\", \"2021-12-23 10:20:15.000000+00:00\", \"2023-04-22 20:22:08.000000+00:00\", \"2022-10-29 03:22:17.000000+00:00\", \"2023-04-17 21:21:09.000000+00:00\", \"2019-10-03 03:05:10.000000+00:00\", \"2022-10-04 14:08:59.000000+00:00\", \"2023-06-12 02:11:33.000000+00:00\"], \"session_ids\": [\"2e6953c5-cdfe-4845-ae92-8094a1a0c3f7\", \"cb3cdb36-b531-485b-a6f0-fa7bb1439682\", \"bbb76181-ac23-43ef-9e7f-a09e3df830af\", \"2a10c16b-b938-459e-8e99-f078ffae75a8\", \"53781b27-97d2-4c30-b597-c98ec0393bd1\", \"d78b0ea8-c889-4a9f-bf14-a840d3bc1bd8\", \"430fa141-8553-4653-b2f7-3c4fe8ccdba6\", \"a96b9314-252e-435b-a6f9-242560e93242\"], \"total_duration\": 340.0, \"total_sessions\": 8, \"mean_week_duration\": 1.762}}]\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[{\"25108\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-31 02:56:09.000000+00:00\", \"2023-04-11 02:23:01.000000+00:00\", \"2021-09-28 18:16:57.000000+00:00\"], \"session_ids\": [\"6b29eb9f-b110-4856-a84b-07fabf31b359\", \"6e8000e6-0df8-49fe-96b0-9ba337206811\", \"de82758e-2476-4a11-a71c-0021170d345e\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.438}}, {\"58555\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-02 22:38:21.000000+00:00\", \"2019-07-19 02:11:24.000000+00:00\", \"2022-07-10 14:26:23.000000+00:00\"], \"session_ids\": [\"6b31bcc4-c3e3-4871-8005-5243ba48f351\", \"3bfaa8ed-a1f8-45d1-b879-43ba48cccdf3\", \"0b97c228-1d64-4709-a573-96763fcdbf67\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 0.564}}, {\"37693\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-03 16:58:32.000000+00:00\", \"2019-06-13 15:47:50.000000+00:00\", \"2023-05-04 06:41:53.000000+00:00\"], \"session_ids\": [\"8403e226-4346-4990-bfd2-f3cddbd9277f\", \"ddaa25aa-ad81-4303-837c-6d9b0c5e1288\", \"92b7b28a-606c-43c5-8ba2-4d3c51ed1e4f\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 3.419}}, {\"65135\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-13 03:08:22.000000+00:00\", \"2022-12-20 12:43:17.000000+00:00\", \"2020-04-06 08:31:18.000000+00:00\"], \"session_ids\": [\"b09c5a1f-a664-4b72-b45a-1c67ec7b412d\", \"ba560f02-35f9-4512-90a8-ff7887593398\", \"2c368697-ea28-4f38-8b7b-44c601476246\"], \"total_duration\": 644.0, \"total_sessions\": 3, \"mean_week_duration\": 4.535}}, {\"87560\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-10 18:08:49.000000+00:00\", \"2021-12-23 10:20:15.000000+00:00\", \"2023-04-22 20:22:08.000000+00:00\", \"2022-10-29 03:22:17.000000+00:00\", \"2023-04-17 21:21:09.000000+00:00\", \"2019-10-03 03:05:10.000000+00:00\", \"2022-10-04 14:08:59.000000+00:00\", \"2023-06-12 02:11:33.000000+00:00\"], \"session_ids\": [\"2e6953c5-cdfe-4845-ae92-8094a1a0c3f7\", \"cb3cdb36-b531-485b-a6f0-fa7bb1439682\", \"bbb76181-ac23-43ef-9e7f-a09e3df830af\", \"2a10c16b-b938-459e-8e99-f078ffae75a8\", \"53781b27-97d2-4c30-b597-c98ec0393bd1\", \"d78b0ea8-c889-4a9f-bf14-a840d3bc1bd8\", \"430fa141-8553-4653-b2f7-3c4fe8ccdba6\", \"a96b9314-252e-435b-a6f9-242560e93242\"], \"total_duration\": 340.0, \"total_sessions\": 8, \"mean_week_duration\": 1.762}}]\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 user who isn't folk of the city Caracas plus put to use sorting by aver of time using the app per week form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89770\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-12-08 02:36:40.000000+00:00\", \"2021-09-07 13:56:53.000000+00:00\", \"2019-07-28 05:40:45.000000+00:00\", \"2019-04-18 23:32:44.000000+00:00\"], \"session_ids\": [\"6d1f4a30-ae25-4dd1-b606-078a2c20ad85\", \"7b863bf0-9690-47fd-9090-63bcc1fd4572\", \"20ac18db-b144-43ba-88da-1d8747550c24\", \"f47802c7-2e9b-4cf2-b3a9-0c8b30c8fc85\"], \"total_duration\": 664.0, \"total_sessions\": 4, \"mean_week_duration\": 3.495}, \"67167\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-09-06 02:36:32.000000+00:00\", \"2023-06-13 12:29:16.000000+00:00\", \"2019-05-01 07:29:32.000000+00:00\", \"2020-09-11 16:34:29.000000+00:00\", \"2021-04-19 19:48:02.000000+00:00\"], \"session_ids\": [\"fa7e9906-96f5-4bf2-99c5-918c61c01b04\", \"c59e593a-edfe-4887-a53b-07d609cd8cf8\", \"3b9b5518-9d0d-451e-b800-601b6e413062\", \"56aa0227-c09b-47b2-aa5f-d57c44dce8d0\", \"3f277d50-7ed4-4040-80ac-e3a5be1d080b\"], \"total_duration\": 2996.0, \"total_sessions\": 5, \"mean_week_duration\": 13.935}, \"22453\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-04 02:08:04.000000+00:00\", \"2021-02-09 21:40:02.000000+00:00\"], \"session_ids\": [\"3ca43e00-2d00-40e0-af87-7bed9f2f7fdd\", \"8df17e3a-765d-48d6-868d-a11c48667b2a\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.026}, \"92636\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2019-08-07 04:02:12.000000+00:00\", \"2020-07-26 22:16:50.000000+00:00\"], \"session_ids\": [\"353cbd71-63ca-46d7-909b-419a85cae2a9\", \"f4cbcba7-f639-4a75-86e9-6f92423af454\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 7.98}, \"17626\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-31 07:21:17.000000+00:00\", \"2020-12-06 12:58:06.000000+00:00\"], \"session_ids\": [\"5ebfacc3-ddf0-41ab-9783-285c025301c1\", \"91893312-e379-467f-b0ae-c9c1191e7a60\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.07}, \"57648\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-08 16:48:22.000000+00:00\", \"2019-05-29 01:22:35.000000+00:00\", \"2022-11-15 14:27:03.000000+00:00\", \"2019-06-29 13:21:41.000000+00:00\", \"2020-10-12 14:20:26.000000+00:00\", \"2023-02-12 10:33:32.000000+00:00\"], \"session_ids\": [\"cf8c4170-0f12-4f14-9824-568c65c4de33\", \"a805aac0-a25c-47e0-ab57-088586de2b99\", \"5e79ffc3-3e76-41cd-af97-023d9060448d\", \"b592ea43-bf9c-46ca-b0db-b250f1ef8652\", \"dde8574c-891e-4e64-95ff-aa7a915a2279\", \"c5e31fda-6c1f-4628-9aae-aa3929d199e4\"], \"total_duration\": 3429.0, \"total_sessions\": 6, \"mean_week_duration\": 16.251}, \"25195\": {\"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\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-27 14:19:26.000000+00:00\", \"2022-01-02 04:58:24.000000+00:00\"], \"session_ids\": [\"41416ee5-bc06-47ef-95f5-673434221403\", \"6c373eac-bb60-4f8c-bcaa-5558390c7eed\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"29501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-04-15 08:20:41.000000+00:00\", \"2021-07-11 10:39:24.000000+00:00\", \"2022-02-13 08:02:37.000000+00:00\", \"2022-11-21 19:04:03.000000+00:00\"], \"session_ids\": [\"3b4e344f-0437-4776-b682-242164b914ed\", \"bf25b6a8-cc79-459b-88d5-0b6f00bf3d07\", \"d018b907-dcd2-42fc-9e2c-d36ab776e33e\", \"c775eecb-381d-4428-a761-eb3d10d4933b\"], \"total_duration\": 1594.0, \"total_sessions\": 4, \"mean_week_duration\": 17.326}, \"76400\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-06 08:14:13.000000+00:00\", \"2021-11-08 04:49:18.000000+00:00\", \"2019-09-28 20:07:11.000000+00:00\"], \"session_ids\": [\"60d6c29e-4191-47d0-9258-d09dab0aecec\", \"fbd84f4e-59a6-415a-ab0c-f6bd078b4aa2\", \"1181e79a-e198-476b-a09e-72e550bd32fa\"], \"total_duration\": 157.0, \"total_sessions\": 3, \"mean_week_duration\": 0.994}, \"9264\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-02 10:55:10.000000+00:00\", \"2019-12-24 17:23:36.000000+00:00\", \"2019-06-19 04:23:19.000000+00:00\", \"2021-09-18 19:37:07.000000+00:00\", \"2019-01-29 20:05:54.000000+00:00\", \"2021-06-28 21:58:23.000000+00:00\", \"2022-12-21 14:16:16.000000+00:00\"], \"session_ids\": [\"92fcd91e-b415-4533-8974-92da413415cf\", \"520e309d-62c2-4741-9201-9f6672642572\", \"481e852c-6d66-4089-be34-b60cb2f6212b\", \"fd2f31b3-fa8a-4539-8c00-b722f0e053cb\", \"5ac500e8-335f-4a42-83fd-669be9c0c23f\", \"233091af-e726-4a87-88a7-f03eadd07089\", \"449a376c-1145-4ce6-b718-55d5725add27\"], \"total_duration\": 71.0, \"total_sessions\": 7, \"mean_week_duration\": 0.35}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Caracas"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Caracas\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89770\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-12-08 02:36:40.000000+00:00\", \"2021-09-07 13:56:53.000000+00:00\", \"2019-07-28 05:40:45.000000+00:00\", \"2019-04-18 23:32:44.000000+00:00\"], \"session_ids\": [\"6d1f4a30-ae25-4dd1-b606-078a2c20ad85\", \"7b863bf0-9690-47fd-9090-63bcc1fd4572\", \"20ac18db-b144-43ba-88da-1d8747550c24\", \"f47802c7-2e9b-4cf2-b3a9-0c8b30c8fc85\"], \"total_duration\": 664.0, \"total_sessions\": 4, \"mean_week_duration\": 3.495}, \"67167\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-09-06 02:36:32.000000+00:00\", \"2023-06-13 12:29:16.000000+00:00\", \"2019-05-01 07:29:32.000000+00:00\", \"2020-09-11 16:34:29.000000+00:00\", \"2021-04-19 19:48:02.000000+00:00\"], \"session_ids\": [\"fa7e9906-96f5-4bf2-99c5-918c61c01b04\", \"c59e593a-edfe-4887-a53b-07d609cd8cf8\", \"3b9b5518-9d0d-451e-b800-601b6e413062\", \"56aa0227-c09b-47b2-aa5f-d57c44dce8d0\", \"3f277d50-7ed4-4040-80ac-e3a5be1d080b\"], \"total_duration\": 2996.0, \"total_sessions\": 5, \"mean_week_duration\": 13.935}, \"22453\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-04 02:08:04.000000+00:00\", \"2021-02-09 21:40:02.000000+00:00\"], \"session_ids\": [\"3ca43e00-2d00-40e0-af87-7bed9f2f7fdd\", \"8df17e3a-765d-48d6-868d-a11c48667b2a\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.026}, \"92636\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2019-08-07 04:02:12.000000+00:00\", \"2020-07-26 22:16:50.000000+00:00\"], \"session_ids\": [\"353cbd71-63ca-46d7-909b-419a85cae2a9\", \"f4cbcba7-f639-4a75-86e9-6f92423af454\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 7.98}, \"17626\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-31 07:21:17.000000+00:00\", \"2020-12-06 12:58:06.000000+00:00\"], \"session_ids\": [\"5ebfacc3-ddf0-41ab-9783-285c025301c1\", \"91893312-e379-467f-b0ae-c9c1191e7a60\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.07}, \"57648\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-08 16:48:22.000000+00:00\", \"2019-05-29 01:22:35.000000+00:00\", \"2022-11-15 14:27:03.000000+00:00\", \"2019-06-29 13:21:41.000000+00:00\", \"2020-10-12 14:20:26.000000+00:00\", \"2023-02-12 10:33:32.000000+00:00\"], \"session_ids\": [\"cf8c4170-0f12-4f14-9824-568c65c4de33\", \"a805aac0-a25c-47e0-ab57-088586de2b99\", \"5e79ffc3-3e76-41cd-af97-023d9060448d\", \"b592ea43-bf9c-46ca-b0db-b250f1ef8652\", \"dde8574c-891e-4e64-95ff-aa7a915a2279\", \"c5e31fda-6c1f-4628-9aae-aa3929d199e4\"], \"total_duration\": 3429.0, \"total_sessions\": 6, \"mean_week_duration\": 16.251}, \"25195\": {\"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\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-27 14:19:26.000000+00:00\", \"2022-01-02 04:58:24.000000+00:00\"], \"session_ids\": [\"41416ee5-bc06-47ef-95f5-673434221403\", \"6c373eac-bb60-4f8c-bcaa-5558390c7eed\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"29501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-04-15 08:20:41.000000+00:00\", \"2021-07-11 10:39:24.000000+00:00\", \"2022-02-13 08:02:37.000000+00:00\", \"2022-11-21 19:04:03.000000+00:00\"], \"session_ids\": [\"3b4e344f-0437-4776-b682-242164b914ed\", \"bf25b6a8-cc79-459b-88d5-0b6f00bf3d07\", \"d018b907-dcd2-42fc-9e2c-d36ab776e33e\", \"c775eecb-381d-4428-a761-eb3d10d4933b\"], \"total_duration\": 1594.0, \"total_sessions\": 4, \"mean_week_duration\": 17.326}, \"76400\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-06 08:14:13.000000+00:00\", \"2021-11-08 04:49:18.000000+00:00\", \"2019-09-28 20:07:11.000000+00:00\"], \"session_ids\": [\"60d6c29e-4191-47d0-9258-d09dab0aecec\", \"fbd84f4e-59a6-415a-ab0c-f6bd078b4aa2\", \"1181e79a-e198-476b-a09e-72e550bd32fa\"], \"total_duration\": 157.0, \"total_sessions\": 3, \"mean_week_duration\": 0.994}, \"9264\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-02 10:55:10.000000+00:00\", \"2019-12-24 17:23:36.000000+00:00\", \"2019-06-19 04:23:19.000000+00:00\", \"2021-09-18 19:37:07.000000+00:00\", \"2019-01-29 20:05:54.000000+00:00\", \"2021-06-28 21:58:23.000000+00:00\", \"2022-12-21 14:16:16.000000+00:00\"], \"session_ids\": [\"92fcd91e-b415-4533-8974-92da413415cf\", \"520e309d-62c2-4741-9201-9f6672642572\", \"481e852c-6d66-4089-be34-b60cb2f6212b\", \"fd2f31b3-fa8a-4539-8c00-b722f0e053cb\", \"5ac500e8-335f-4a42-83fd-669be9c0c23f\", \"233091af-e726-4a87-88a7-f03eadd07089\", \"449a376c-1145-4ce6-b718-55d5725add27\"], \"total_duration\": 71.0, \"total_sessions\": 7, \"mean_week_duration\": 0.35}}\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[{\"29501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-04-15 08:20:41.000000+00:00\", \"2021-07-11 10:39:24.000000+00:00\", \"2022-02-13 08:02:37.000000+00:00\", \"2022-11-21 19:04:03.000000+00:00\"], \"session_ids\": [\"3b4e344f-0437-4776-b682-242164b914ed\", \"bf25b6a8-cc79-459b-88d5-0b6f00bf3d07\", \"d018b907-dcd2-42fc-9e2c-d36ab776e33e\", \"c775eecb-381d-4428-a761-eb3d10d4933b\"], \"total_duration\": 1594.0, \"total_sessions\": 4, \"mean_week_duration\": 17.326}}, {\"57648\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-08 16:48:22.000000+00:00\", \"2019-05-29 01:22:35.000000+00:00\", \"2022-11-15 14:27:03.000000+00:00\", \"2019-06-29 13:21:41.000000+00:00\", \"2020-10-12 14:20:26.000000+00:00\", \"2023-02-12 10:33:32.000000+00:00\"], \"session_ids\": [\"cf8c4170-0f12-4f14-9824-568c65c4de33\", \"a805aac0-a25c-47e0-ab57-088586de2b99\", \"5e79ffc3-3e76-41cd-af97-023d9060448d\", \"b592ea43-bf9c-46ca-b0db-b250f1ef8652\", \"dde8574c-891e-4e64-95ff-aa7a915a2279\", \"c5e31fda-6c1f-4628-9aae-aa3929d199e4\"], \"total_duration\": 3429.0, \"total_sessions\": 6, \"mean_week_duration\": 16.251}}, {\"67167\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-09-06 02:36:32.000000+00:00\", \"2023-06-13 12:29:16.000000+00:00\", \"2019-05-01 07:29:32.000000+00:00\", \"2020-09-11 16:34:29.000000+00:00\", \"2021-04-19 19:48:02.000000+00:00\"], \"session_ids\": [\"fa7e9906-96f5-4bf2-99c5-918c61c01b04\", \"c59e593a-edfe-4887-a53b-07d609cd8cf8\", \"3b9b5518-9d0d-451e-b800-601b6e413062\", \"56aa0227-c09b-47b2-aa5f-d57c44dce8d0\", \"3f277d50-7ed4-4040-80ac-e3a5be1d080b\"], \"total_duration\": 2996.0, \"total_sessions\": 5, \"mean_week_duration\": 13.935}}, {\"92636\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2019-08-07 04:02:12.000000+00:00\", \"2020-07-26 22:16:50.000000+00:00\"], \"session_ids\": [\"353cbd71-63ca-46d7-909b-419a85cae2a9\", \"f4cbcba7-f639-4a75-86e9-6f92423af454\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 7.98}}, {\"25195\": {\"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\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-27 14:19:26.000000+00:00\", \"2022-01-02 04:58:24.000000+00:00\"], \"session_ids\": [\"41416ee5-bc06-47ef-95f5-673434221403\", \"6c373eac-bb60-4f8c-bcaa-5558390c7eed\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"89770\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-12-08 02:36:40.000000+00:00\", \"2021-09-07 13:56:53.000000+00:00\", \"2019-07-28 05:40:45.000000+00:00\", \"2019-04-18 23:32:44.000000+00:00\"], \"session_ids\": [\"6d1f4a30-ae25-4dd1-b606-078a2c20ad85\", \"7b863bf0-9690-47fd-9090-63bcc1fd4572\", \"20ac18db-b144-43ba-88da-1d8747550c24\", \"f47802c7-2e9b-4cf2-b3a9-0c8b30c8fc85\"], \"total_duration\": 664.0, \"total_sessions\": 4, \"mean_week_duration\": 3.495}}, {\"17626\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-31 07:21:17.000000+00:00\", \"2020-12-06 12:58:06.000000+00:00\"], \"session_ids\": [\"5ebfacc3-ddf0-41ab-9783-285c025301c1\", \"91893312-e379-467f-b0ae-c9c1191e7a60\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.07}}, {\"22453\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-04 02:08:04.000000+00:00\", \"2021-02-09 21:40:02.000000+00:00\"], \"session_ids\": [\"3ca43e00-2d00-40e0-af87-7bed9f2f7fdd\", \"8df17e3a-765d-48d6-868d-a11c48667b2a\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.026}}, {\"76400\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-06 08:14:13.000000+00:00\", \"2021-11-08 04:49:18.000000+00:00\", \"2019-09-28 20:07:11.000000+00:00\"], \"session_ids\": [\"60d6c29e-4191-47d0-9258-d09dab0aecec\", \"fbd84f4e-59a6-415a-ab0c-f6bd078b4aa2\", \"1181e79a-e198-476b-a09e-72e550bd32fa\"], \"total_duration\": 157.0, \"total_sessions\": 3, \"mean_week_duration\": 0.994}}, {\"9264\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-02 10:55:10.000000+00:00\", \"2019-12-24 17:23:36.000000+00:00\", \"2019-06-19 04:23:19.000000+00:00\", \"2021-09-18 19:37:07.000000+00:00\", \"2019-01-29 20:05:54.000000+00:00\", \"2021-06-28 21:58:23.000000+00:00\", \"2022-12-21 14:16:16.000000+00:00\"], \"session_ids\": [\"92fcd91e-b415-4533-8974-92da413415cf\", \"520e309d-62c2-4741-9201-9f6672642572\", \"481e852c-6d66-4089-be34-b60cb2f6212b\", \"fd2f31b3-fa8a-4539-8c00-b722f0e053cb\", \"5ac500e8-335f-4a42-83fd-669be9c0c23f\", \"233091af-e726-4a87-88a7-f03eadd07089\", \"449a376c-1145-4ce6-b718-55d5725add27\"], \"total_duration\": 71.0, \"total_sessions\": 7, \"mean_week_duration\": 0.35}}]\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[{\"29501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-04-15 08:20:41.000000+00:00\", \"2021-07-11 10:39:24.000000+00:00\", \"2022-02-13 08:02:37.000000+00:00\", \"2022-11-21 19:04:03.000000+00:00\"], \"session_ids\": [\"3b4e344f-0437-4776-b682-242164b914ed\", \"bf25b6a8-cc79-459b-88d5-0b6f00bf3d07\", \"d018b907-dcd2-42fc-9e2c-d36ab776e33e\", \"c775eecb-381d-4428-a761-eb3d10d4933b\"], \"total_duration\": 1594.0, \"total_sessions\": 4, \"mean_week_duration\": 17.326}}]\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[{\"29501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-04-15 08:20:41.000000+00:00\", \"2021-07-11 10:39:24.000000+00:00\", \"2022-02-13 08:02:37.000000+00:00\", \"2022-11-21 19:04:03.000000+00:00\"], \"session_ids\": [\"3b4e344f-0437-4776-b682-242164b914ed\", \"bf25b6a8-cc79-459b-88d5-0b6f00bf3d07\", \"d018b907-dcd2-42fc-9e2c-d36ab776e33e\", \"c775eecb-381d-4428-a761-eb3d10d4933b\"], \"total_duration\": 1594.0, \"total_sessions\": 4, \"mean_week_duration\": 17.326}}]\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 5 users with a total duration amount is precisely 1449 , moreover execute sorting by total duration from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-07 01:29:27.000000+00:00\", \"2021-04-04 10:21:31.000000+00:00\", \"2021-10-02 15:29:03.000000+00:00\", \"2019-11-27 05:38:23.000000+00:00\", \"2022-04-10 19:32:18.000000+00:00\"], \"session_ids\": [\"140d1b39-243b-450e-a76b-312adb88f917\", \"262f5d60-c11d-4ad6-b2c8-dc4f62f12ca0\", \"f7c564cd-73da-4022-95ba-af0e5499ab11\", \"7a7b96e7-30c0-4ae2-ac6f-6720cdeabe5d\", \"0c17db69-50e7-49e3-b684-be7b9c1a1d4e\"], \"total_duration\": 1084.0, \"total_sessions\": 5, \"mean_week_duration\": 6.861}, \"97956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-30 05:13:54.000000+00:00\", \"2020-12-25 20:28:43.000000+00:00\", \"2020-07-31 18:53:06.000000+00:00\"], \"session_ids\": [\"876850a4-85be-405f-92de-a82dadec8b63\", \"5fd91a03-2071-45bb-a59c-7ea3eabc0d0b\", \"6dab952e-8888-469b-8205-e2ad4c17ad70\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.914}, \"84384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-12 10:59:52.000000+00:00\", \"2022-05-22 20:48:23.000000+00:00\", \"2020-11-16 05:06:08.000000+00:00\"], \"session_ids\": [\"0c3ab0db-1726-43c8-95b6-ce708971395b\", \"6cc658c5-072b-4416-b5ad-2a32e9db571c\", \"6d3aab95-137c-40f0-8841-b46b575da87f\"], \"total_duration\": 671.0, \"total_sessions\": 3, \"mean_week_duration\": 8.494}, \"56957\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-02 15:57:40.000000+00:00\", \"2019-09-13 09:34:46.000000+00:00\", \"2021-08-10 05:44:59.000000+00:00\", \"2022-11-19 20:02:59.000000+00:00\", \"2021-04-19 21:36:31.000000+00:00\"], \"session_ids\": [\"0359eaee-b71b-42fa-b815-408aa5dce60d\", \"1f33d180-b827-42d8-aa43-965ce0f35e70\", \"e736c83e-2f36-4774-a32b-347692bfb352\", \"581ccd99-36e3-4727-a953-d6e75fd9da49\", \"399fbc45-0f97-4388-8498-b42e11ceab3a\"], \"total_duration\": 70.0, \"total_sessions\": 5, \"mean_week_duration\": 0.419}, \"57152\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-06 13:11:55.000000+00:00\", \"2021-08-17 04:44:57.000000+00:00\"], \"session_ids\": [\"c70973cf-276f-46c6-9fef-2f1c9c76268d\", \"1cbfcd79-6f12-43bb-a6bf-b7f70f766c33\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 2.44}, \"19518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-18 09:31:56.000000+00:00\", \"2020-03-23 11:50:20.000000+00:00\"], \"session_ids\": [\"5016fd44-81e3-4db6-9a0e-622a1998cea2\", \"ba97e96c-a22b-4640-8050-6ac99ef247dd\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 1.885}, \"76354\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-11 02:01:54.000000+00:00\", \"2020-10-21 20:49:40.000000+00:00\"], \"session_ids\": [\"4c6464e6-afce-4221-ab7f-075db6bcc09c\", \"97a5f2f2-0ee2-45af-b4c4-0ca443989f11\"], \"total_duration\": 255.0, \"total_sessions\": 2, \"mean_week_duration\": 3.493}, \"31648\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-14 16:42:41.000000+00:00\", \"2021-11-24 18:11:51.000000+00:00\", \"2021-07-20 07:31:24.000000+00:00\"], \"session_ids\": [\"1fd19a17-8f21-4e22-83cf-016185b7dc79\", \"ce61dee6-624e-48ec-9879-d717d4384378\", \"70644dd2-dee1-4825-b7e7-5c2ce45a806a\"], \"total_duration\": 617.0, \"total_sessions\": 3, \"mean_week_duration\": 32.474}, \"47402\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-23 19:35:04.000000+00:00\", \"2020-03-02 15:48:13.000000+00:00\", \"2022-12-06 16:42:28.000000+00:00\", \"2020-01-22 12:32:22.000000+00:00\", \"2021-06-28 16:50:24.000000+00:00\", \"2022-01-13 09:33:29.000000+00:00\", \"2021-03-25 07:04:27.000000+00:00\", \"2023-05-21 21:38:25.000000+00:00\", \"2022-10-13 09:55:43.000000+00:00\", \"2021-03-22 16:30:35.000000+00:00\"], \"session_ids\": [\"2aa72061-bfe7-4b1c-989f-edd050ffa7f4\", \"6529db5c-679d-40dd-93f9-f677e63600e4\", \"2839d2a7-ea46-4a36-af66-2a140f90d18d\", \"5e36bb4b-bb5c-418a-9245-174642e4ae70\", \"13a96614-8b39-465c-b7fd-8aac5c9f20e9\", \"e826797f-1a12-47cd-b0ca-5cd85d74ef18\", \"5809ee79-5564-4672-8f4c-a669ebc032bc\", \"cde24ed9-caad-468d-946c-2c1e9f7b30ed\", \"8fdfa9eb-0d95-4002-b1a0-a78426ebbd70\", \"40cecf97-ee3f-4cc8-ab58-d44adb0b27b1\"], \"total_duration\": 4762.0, \"total_sessions\": 10, \"mean_week_duration\": 27.368}, \"36268\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-01 19:51:11.000000+00:00\", \"2022-12-01 02:06:41.000000+00:00\", \"2020-07-16 21:44:39.000000+00:00\", \"2023-01-08 06:59:30.000000+00:00\", \"2021-06-22 04:09:28.000000+00:00\"], \"session_ids\": [\"450cc183-6c19-4070-abe1-bb74048bf0b9\", \"62b6d6c9-c67f-426f-86ec-dee8526a8e1c\", \"33c89847-c4bf-4623-8477-aac3608cff00\", \"2df737b5-e196-4abe-abfb-d670b0f9d60b\", \"0342cc82-39ab-4cfc-9a50-58365776531c\"], \"total_duration\": 2081.0, \"total_sessions\": 5, \"mean_week_duration\": 15.765}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are 1449"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1449, 2509]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 7 users to me who are not folks of city Mexico City in addition do sorting by city title 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{\"36395\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-11 22:29:28.000000+00:00\", \"2019-05-18 02:59:31.000000+00:00\", \"2021-09-14 01:36:20.000000+00:00\", \"2022-03-27 06:03:04.000000+00:00\", \"2021-05-23 12:07:13.000000+00:00\", \"2021-09-23 18:44:31.000000+00:00\", \"2020-03-06 14:36:16.000000+00:00\", \"2019-10-07 02:06:05.000000+00:00\", \"2021-04-18 11:25:36.000000+00:00\", \"2019-10-13 13:34:45.000000+00:00\", \"2019-05-25 22:06:51.000000+00:00\"], \"session_ids\": [\"0ba46fc0-db07-46cb-a9a6-16c5ab821d34\", \"51113dd0-31e3-4b8f-914f-ae1c717d4fdc\", \"b49e94fe-6a2e-4c25-bba9-372a24beedb0\", \"c0991658-8e44-46dd-b65f-e12ee5f69768\", \"65a79ed2-16f7-407c-a631-4b793bc76be0\", \"b5a0c5af-168b-4d95-b45e-0bf20c9c2ebd\", \"72c331db-ffb0-40ef-8b78-4d3d963d48ac\", \"28ad1c32-5b1e-4fd4-8087-72f32f26c258\", \"1eba2262-f97a-4944-a7df-8f383a0fd9d9\", \"ad522082-9e40-4db5-9462-2dd005831db2\", \"3512d361-b4aa-480b-a1f4-6d353c788395\"], \"total_duration\": 22454.0, \"total_sessions\": 11, \"mean_week_duration\": 149.693}, \"72899\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-16 16:55:38.000000+00:00\", \"2023-03-17 10:29:29.000000+00:00\"], \"session_ids\": [\"9b5ccfbf-3b2c-48b3-9bff-b2f3ff8c57a1\", \"d711c8ba-5966-43b3-a8e1-3d9aa6a85880\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 2.557}, \"51062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-26 01:58:05.000000+00:00\", \"2019-05-06 18:49:52.000000+00:00\", \"2022-12-10 04:31:52.000000+00:00\"], \"session_ids\": [\"388e87fb-04af-46cc-ae28-9b43cd102ca9\", \"e126c3a1-50bd-4845-8b34-2bb2a1ec2f93\", \"ec96f2f0-66c1-43e0-8d8e-dbafa470261a\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}, \"67698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 10, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-23 22:20:40.000000+00:00\", \"2021-01-22 17:28:26.000000+00:00\"], \"session_ids\": [\"ccd95b9d-cc58-46aa-8082-f2884cf358cd\", \"285a5300-ba0e-4763-821a-ea6beb56b059\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.982}, \"91381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-08 01:41:42.000000+00:00\", \"2020-07-08 12:27:46.000000+00:00\"], \"session_ids\": [\"ed2c3cc0-f3cb-4a09-b3fb-038b6f1fae6c\", \"797eb756-888b-4685-bb98-4aabe77d339b\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 3.614}, \"97388\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-07 18:32:25.000000+00:00\", \"2022-07-24 03:07:59.000000+00:00\", \"2021-07-23 19:08:05.000000+00:00\", \"2019-01-05 20:29:03.000000+00:00\"], \"session_ids\": [\"915453c9-ee6e-46bb-842c-8e9622d0a248\", \"4b244447-c042-498c-9478-eb2bb631104e\", \"ae51914b-0393-4837-a060-b0f82c4667f7\", \"4a9a58b2-7dcc-417f-8d2a-ba15dee9ace3\"], \"total_duration\": 671.0, \"total_sessions\": 4, \"mean_week_duration\": 3.627}, \"95052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-03 03:10:56.000000+00:00\", \"2019-11-30 18:35:15.000000+00:00\", \"2020-10-21 11:27:01.000000+00:00\", \"2021-12-05 03:17:33.000000+00:00\"], \"session_ids\": [\"f5f8c4b1-77d7-463f-a064-b3ccbe3feb85\", \"c043fbba-48a2-4131-b6d8-320c9a8bf8c0\", \"60a4bc49-a6b3-484a-9668-abd2df802119\", \"3ea3a3de-2727-4f0f-9b8b-e0f348b4fb00\"], \"total_duration\": 1510.0, \"total_sessions\": 4, \"mean_week_duration\": 12.797}, \"24359\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-23 00:42:21.000000+00:00\", \"2019-06-18 17:19:19.000000+00:00\"], \"session_ids\": [\"31a9593b-363c-4ac6-a438-2bf31ee62bb5\", \"dc0d13e5-0b54-472a-877c-ad65a2093fd0\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.536}, \"97329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-28 08:53:58.000000+00:00\", \"2021-12-07 14:55:51.000000+00:00\", \"2019-06-26 18:45:49.000000+00:00\", \"2020-01-04 05:03:06.000000+00:00\", \"2021-01-10 07:24:07.000000+00:00\", \"2019-11-28 17:05:49.000000+00:00\", \"2019-09-10 11:43:59.000000+00:00\", \"2019-02-07 05:03:34.000000+00:00\"], \"session_ids\": [\"b76c33b1-c9cf-462d-91fa-c62abf4e6fc6\", \"2e66a39c-8a7b-4b06-a1bf-2d1703a34ca0\", \"1abba008-4e80-486b-9dce-abbe1944225e\", \"71d6527b-7447-4c4d-98ef-9ca038d68bf2\", \"12bc0230-71c2-4e26-a199-86225346d85b\", \"e234587b-b099-4e1c-b7de-6c4389a804a7\", \"80f9195f-1744-4d11-a7c2-d82a3a176c17\", \"b68068bf-ab08-4d42-a707-93d1a9c11abe\"], \"total_duration\": 2859.0, \"total_sessions\": 8, \"mean_week_duration\": 16.526}, \"50101\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-09-05 18:51:53.000000+00:00\", \"2021-01-12 13:28:34.000000+00:00\", \"2020-02-19 20:30:00.000000+00:00\"], \"session_ids\": [\"3939fc12-8e92-4752-b251-008f63ffa62a\", \"45f95da6-92d3-4025-9691-8970633d6e29\", \"56eaea9a-94b3-4842-993c-364255ea249c\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 1.58}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not 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{\"36395\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-11 22:29:28.000000+00:00\", \"2019-05-18 02:59:31.000000+00:00\", \"2021-09-14 01:36:20.000000+00:00\", \"2022-03-27 06:03:04.000000+00:00\", \"2021-05-23 12:07:13.000000+00:00\", \"2021-09-23 18:44:31.000000+00:00\", \"2020-03-06 14:36:16.000000+00:00\", \"2019-10-07 02:06:05.000000+00:00\", \"2021-04-18 11:25:36.000000+00:00\", \"2019-10-13 13:34:45.000000+00:00\", \"2019-05-25 22:06:51.000000+00:00\"], \"session_ids\": [\"0ba46fc0-db07-46cb-a9a6-16c5ab821d34\", \"51113dd0-31e3-4b8f-914f-ae1c717d4fdc\", \"b49e94fe-6a2e-4c25-bba9-372a24beedb0\", \"c0991658-8e44-46dd-b65f-e12ee5f69768\", \"65a79ed2-16f7-407c-a631-4b793bc76be0\", \"b5a0c5af-168b-4d95-b45e-0bf20c9c2ebd\", \"72c331db-ffb0-40ef-8b78-4d3d963d48ac\", \"28ad1c32-5b1e-4fd4-8087-72f32f26c258\", \"1eba2262-f97a-4944-a7df-8f383a0fd9d9\", \"ad522082-9e40-4db5-9462-2dd005831db2\", \"3512d361-b4aa-480b-a1f4-6d353c788395\"], \"total_duration\": 22454.0, \"total_sessions\": 11, \"mean_week_duration\": 149.693}, \"72899\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-16 16:55:38.000000+00:00\", \"2023-03-17 10:29:29.000000+00:00\"], \"session_ids\": [\"9b5ccfbf-3b2c-48b3-9bff-b2f3ff8c57a1\", \"d711c8ba-5966-43b3-a8e1-3d9aa6a85880\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 2.557}, \"51062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-26 01:58:05.000000+00:00\", \"2019-05-06 18:49:52.000000+00:00\", \"2022-12-10 04:31:52.000000+00:00\"], \"session_ids\": [\"388e87fb-04af-46cc-ae28-9b43cd102ca9\", \"e126c3a1-50bd-4845-8b34-2bb2a1ec2f93\", \"ec96f2f0-66c1-43e0-8d8e-dbafa470261a\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}, \"67698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 10, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-23 22:20:40.000000+00:00\", \"2021-01-22 17:28:26.000000+00:00\"], \"session_ids\": [\"ccd95b9d-cc58-46aa-8082-f2884cf358cd\", \"285a5300-ba0e-4763-821a-ea6beb56b059\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.982}, \"91381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-08 01:41:42.000000+00:00\", \"2020-07-08 12:27:46.000000+00:00\"], \"session_ids\": [\"ed2c3cc0-f3cb-4a09-b3fb-038b6f1fae6c\", \"797eb756-888b-4685-bb98-4aabe77d339b\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 3.614}, \"97388\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-07 18:32:25.000000+00:00\", \"2022-07-24 03:07:59.000000+00:00\", \"2021-07-23 19:08:05.000000+00:00\", \"2019-01-05 20:29:03.000000+00:00\"], \"session_ids\": [\"915453c9-ee6e-46bb-842c-8e9622d0a248\", \"4b244447-c042-498c-9478-eb2bb631104e\", \"ae51914b-0393-4837-a060-b0f82c4667f7\", \"4a9a58b2-7dcc-417f-8d2a-ba15dee9ace3\"], \"total_duration\": 671.0, \"total_sessions\": 4, \"mean_week_duration\": 3.627}, \"95052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-03 03:10:56.000000+00:00\", \"2019-11-30 18:35:15.000000+00:00\", \"2020-10-21 11:27:01.000000+00:00\", \"2021-12-05 03:17:33.000000+00:00\"], \"session_ids\": [\"f5f8c4b1-77d7-463f-a064-b3ccbe3feb85\", \"c043fbba-48a2-4131-b6d8-320c9a8bf8c0\", \"60a4bc49-a6b3-484a-9668-abd2df802119\", \"3ea3a3de-2727-4f0f-9b8b-e0f348b4fb00\"], \"total_duration\": 1510.0, \"total_sessions\": 4, \"mean_week_duration\": 12.797}, \"24359\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-23 00:42:21.000000+00:00\", \"2019-06-18 17:19:19.000000+00:00\"], \"session_ids\": [\"31a9593b-363c-4ac6-a438-2bf31ee62bb5\", \"dc0d13e5-0b54-472a-877c-ad65a2093fd0\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.536}, \"97329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-28 08:53:58.000000+00:00\", \"2021-12-07 14:55:51.000000+00:00\", \"2019-06-26 18:45:49.000000+00:00\", \"2020-01-04 05:03:06.000000+00:00\", \"2021-01-10 07:24:07.000000+00:00\", \"2019-11-28 17:05:49.000000+00:00\", \"2019-09-10 11:43:59.000000+00:00\", \"2019-02-07 05:03:34.000000+00:00\"], \"session_ids\": [\"b76c33b1-c9cf-462d-91fa-c62abf4e6fc6\", \"2e66a39c-8a7b-4b06-a1bf-2d1703a34ca0\", \"1abba008-4e80-486b-9dce-abbe1944225e\", \"71d6527b-7447-4c4d-98ef-9ca038d68bf2\", \"12bc0230-71c2-4e26-a199-86225346d85b\", \"e234587b-b099-4e1c-b7de-6c4389a804a7\", \"80f9195f-1744-4d11-a7c2-d82a3a176c17\", \"b68068bf-ab08-4d42-a707-93d1a9c11abe\"], \"total_duration\": 2859.0, \"total_sessions\": 8, \"mean_week_duration\": 16.526}, \"50101\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-09-05 18:51:53.000000+00:00\", \"2021-01-12 13:28:34.000000+00:00\", \"2020-02-19 20:30:00.000000+00:00\"], \"session_ids\": [\"3939fc12-8e92-4752-b251-008f63ffa62a\", \"45f95da6-92d3-4025-9691-8970633d6e29\", \"56eaea9a-94b3-4842-993c-364255ea249c\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 1.58}}\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[{\"97329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-28 08:53:58.000000+00:00\", \"2021-12-07 14:55:51.000000+00:00\", \"2019-06-26 18:45:49.000000+00:00\", \"2020-01-04 05:03:06.000000+00:00\", \"2021-01-10 07:24:07.000000+00:00\", \"2019-11-28 17:05:49.000000+00:00\", \"2019-09-10 11:43:59.000000+00:00\", \"2019-02-07 05:03:34.000000+00:00\"], \"session_ids\": [\"b76c33b1-c9cf-462d-91fa-c62abf4e6fc6\", \"2e66a39c-8a7b-4b06-a1bf-2d1703a34ca0\", \"1abba008-4e80-486b-9dce-abbe1944225e\", \"71d6527b-7447-4c4d-98ef-9ca038d68bf2\", \"12bc0230-71c2-4e26-a199-86225346d85b\", \"e234587b-b099-4e1c-b7de-6c4389a804a7\", \"80f9195f-1744-4d11-a7c2-d82a3a176c17\", \"b68068bf-ab08-4d42-a707-93d1a9c11abe\"], \"total_duration\": 2859.0, \"total_sessions\": 8, \"mean_week_duration\": 16.526}}, {\"50101\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-09-05 18:51:53.000000+00:00\", \"2021-01-12 13:28:34.000000+00:00\", \"2020-02-19 20:30:00.000000+00:00\"], \"session_ids\": [\"3939fc12-8e92-4752-b251-008f63ffa62a\", \"45f95da6-92d3-4025-9691-8970633d6e29\", \"56eaea9a-94b3-4842-993c-364255ea249c\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 1.58}}, {\"67698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 10, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-23 22:20:40.000000+00:00\", \"2021-01-22 17:28:26.000000+00:00\"], \"session_ids\": [\"ccd95b9d-cc58-46aa-8082-f2884cf358cd\", \"285a5300-ba0e-4763-821a-ea6beb56b059\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.982}}, {\"72899\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-16 16:55:38.000000+00:00\", \"2023-03-17 10:29:29.000000+00:00\"], \"session_ids\": [\"9b5ccfbf-3b2c-48b3-9bff-b2f3ff8c57a1\", \"d711c8ba-5966-43b3-a8e1-3d9aa6a85880\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 2.557}}, {\"95052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-03 03:10:56.000000+00:00\", \"2019-11-30 18:35:15.000000+00:00\", \"2020-10-21 11:27:01.000000+00:00\", \"2021-12-05 03:17:33.000000+00:00\"], \"session_ids\": [\"f5f8c4b1-77d7-463f-a064-b3ccbe3feb85\", \"c043fbba-48a2-4131-b6d8-320c9a8bf8c0\", \"60a4bc49-a6b3-484a-9668-abd2df802119\", \"3ea3a3de-2727-4f0f-9b8b-e0f348b4fb00\"], \"total_duration\": 1510.0, \"total_sessions\": 4, \"mean_week_duration\": 12.797}}, {\"51062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-26 01:58:05.000000+00:00\", \"2019-05-06 18:49:52.000000+00:00\", \"2022-12-10 04:31:52.000000+00:00\"], \"session_ids\": [\"388e87fb-04af-46cc-ae28-9b43cd102ca9\", \"e126c3a1-50bd-4845-8b34-2bb2a1ec2f93\", \"ec96f2f0-66c1-43e0-8d8e-dbafa470261a\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}}, {\"24359\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-23 00:42:21.000000+00:00\", \"2019-06-18 17:19:19.000000+00:00\"], \"session_ids\": [\"31a9593b-363c-4ac6-a438-2bf31ee62bb5\", \"dc0d13e5-0b54-472a-877c-ad65a2093fd0\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.536}}, {\"97388\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-07 18:32:25.000000+00:00\", \"2022-07-24 03:07:59.000000+00:00\", \"2021-07-23 19:08:05.000000+00:00\", \"2019-01-05 20:29:03.000000+00:00\"], \"session_ids\": [\"915453c9-ee6e-46bb-842c-8e9622d0a248\", \"4b244447-c042-498c-9478-eb2bb631104e\", \"ae51914b-0393-4837-a060-b0f82c4667f7\", \"4a9a58b2-7dcc-417f-8d2a-ba15dee9ace3\"], \"total_duration\": 671.0, \"total_sessions\": 4, \"mean_week_duration\": 3.627}}, {\"36395\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-11 22:29:28.000000+00:00\", \"2019-05-18 02:59:31.000000+00:00\", \"2021-09-14 01:36:20.000000+00:00\", \"2022-03-27 06:03:04.000000+00:00\", \"2021-05-23 12:07:13.000000+00:00\", \"2021-09-23 18:44:31.000000+00:00\", \"2020-03-06 14:36:16.000000+00:00\", \"2019-10-07 02:06:05.000000+00:00\", \"2021-04-18 11:25:36.000000+00:00\", \"2019-10-13 13:34:45.000000+00:00\", \"2019-05-25 22:06:51.000000+00:00\"], \"session_ids\": [\"0ba46fc0-db07-46cb-a9a6-16c5ab821d34\", \"51113dd0-31e3-4b8f-914f-ae1c717d4fdc\", \"b49e94fe-6a2e-4c25-bba9-372a24beedb0\", \"c0991658-8e44-46dd-b65f-e12ee5f69768\", \"65a79ed2-16f7-407c-a631-4b793bc76be0\", \"b5a0c5af-168b-4d95-b45e-0bf20c9c2ebd\", \"72c331db-ffb0-40ef-8b78-4d3d963d48ac\", \"28ad1c32-5b1e-4fd4-8087-72f32f26c258\", \"1eba2262-f97a-4944-a7df-8f383a0fd9d9\", \"ad522082-9e40-4db5-9462-2dd005831db2\", \"3512d361-b4aa-480b-a1f4-6d353c788395\"], \"total_duration\": 22454.0, \"total_sessions\": 11, \"mean_week_duration\": 149.693}}, {\"91381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-08 01:41:42.000000+00:00\", \"2020-07-08 12:27:46.000000+00:00\"], \"session_ids\": [\"ed2c3cc0-f3cb-4a09-b3fb-038b6f1fae6c\", \"797eb756-888b-4685-bb98-4aabe77d339b\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 3.614}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding 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[{\"97329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-28 08:53:58.000000+00:00\", \"2021-12-07 14:55:51.000000+00:00\", \"2019-06-26 18:45:49.000000+00:00\", \"2020-01-04 05:03:06.000000+00:00\", \"2021-01-10 07:24:07.000000+00:00\", \"2019-11-28 17:05:49.000000+00:00\", \"2019-09-10 11:43:59.000000+00:00\", \"2019-02-07 05:03:34.000000+00:00\"], \"session_ids\": [\"b76c33b1-c9cf-462d-91fa-c62abf4e6fc6\", \"2e66a39c-8a7b-4b06-a1bf-2d1703a34ca0\", \"1abba008-4e80-486b-9dce-abbe1944225e\", \"71d6527b-7447-4c4d-98ef-9ca038d68bf2\", \"12bc0230-71c2-4e26-a199-86225346d85b\", \"e234587b-b099-4e1c-b7de-6c4389a804a7\", \"80f9195f-1744-4d11-a7c2-d82a3a176c17\", \"b68068bf-ab08-4d42-a707-93d1a9c11abe\"], \"total_duration\": 2859.0, \"total_sessions\": 8, \"mean_week_duration\": 16.526}}, {\"50101\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-09-05 18:51:53.000000+00:00\", \"2021-01-12 13:28:34.000000+00:00\", \"2020-02-19 20:30:00.000000+00:00\"], \"session_ids\": [\"3939fc12-8e92-4752-b251-008f63ffa62a\", \"45f95da6-92d3-4025-9691-8970633d6e29\", \"56eaea9a-94b3-4842-993c-364255ea249c\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 1.58}}, {\"67698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 10, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-23 22:20:40.000000+00:00\", \"2021-01-22 17:28:26.000000+00:00\"], \"session_ids\": [\"ccd95b9d-cc58-46aa-8082-f2884cf358cd\", \"285a5300-ba0e-4763-821a-ea6beb56b059\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.982}}, {\"72899\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-16 16:55:38.000000+00:00\", \"2023-03-17 10:29:29.000000+00:00\"], \"session_ids\": [\"9b5ccfbf-3b2c-48b3-9bff-b2f3ff8c57a1\", \"d711c8ba-5966-43b3-a8e1-3d9aa6a85880\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 2.557}}, {\"95052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-03 03:10:56.000000+00:00\", \"2019-11-30 18:35:15.000000+00:00\", \"2020-10-21 11:27:01.000000+00:00\", \"2021-12-05 03:17:33.000000+00:00\"], \"session_ids\": [\"f5f8c4b1-77d7-463f-a064-b3ccbe3feb85\", \"c043fbba-48a2-4131-b6d8-320c9a8bf8c0\", \"60a4bc49-a6b3-484a-9668-abd2df802119\", \"3ea3a3de-2727-4f0f-9b8b-e0f348b4fb00\"], \"total_duration\": 1510.0, \"total_sessions\": 4, \"mean_week_duration\": 12.797}}, {\"51062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-26 01:58:05.000000+00:00\", \"2019-05-06 18:49:52.000000+00:00\", \"2022-12-10 04:31:52.000000+00:00\"], \"session_ids\": [\"388e87fb-04af-46cc-ae28-9b43cd102ca9\", \"e126c3a1-50bd-4845-8b34-2bb2a1ec2f93\", \"ec96f2f0-66c1-43e0-8d8e-dbafa470261a\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}}, {\"24359\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-23 00:42:21.000000+00:00\", \"2019-06-18 17:19:19.000000+00:00\"], \"session_ids\": [\"31a9593b-363c-4ac6-a438-2bf31ee62bb5\", \"dc0d13e5-0b54-472a-877c-ad65a2093fd0\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.536}}]\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[{\"97329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-28 08:53:58.000000+00:00\", \"2021-12-07 14:55:51.000000+00:00\", \"2019-06-26 18:45:49.000000+00:00\", \"2020-01-04 05:03:06.000000+00:00\", \"2021-01-10 07:24:07.000000+00:00\", \"2019-11-28 17:05:49.000000+00:00\", \"2019-09-10 11:43:59.000000+00:00\", \"2019-02-07 05:03:34.000000+00:00\"], \"session_ids\": [\"b76c33b1-c9cf-462d-91fa-c62abf4e6fc6\", \"2e66a39c-8a7b-4b06-a1bf-2d1703a34ca0\", \"1abba008-4e80-486b-9dce-abbe1944225e\", \"71d6527b-7447-4c4d-98ef-9ca038d68bf2\", \"12bc0230-71c2-4e26-a199-86225346d85b\", \"e234587b-b099-4e1c-b7de-6c4389a804a7\", \"80f9195f-1744-4d11-a7c2-d82a3a176c17\", \"b68068bf-ab08-4d42-a707-93d1a9c11abe\"], \"total_duration\": 2859.0, \"total_sessions\": 8, \"mean_week_duration\": 16.526}}, {\"50101\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-09-05 18:51:53.000000+00:00\", \"2021-01-12 13:28:34.000000+00:00\", \"2020-02-19 20:30:00.000000+00:00\"], \"session_ids\": [\"3939fc12-8e92-4752-b251-008f63ffa62a\", \"45f95da6-92d3-4025-9691-8970633d6e29\", \"56eaea9a-94b3-4842-993c-364255ea249c\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 1.58}}, {\"67698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 10, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-23 22:20:40.000000+00:00\", \"2021-01-22 17:28:26.000000+00:00\"], \"session_ids\": [\"ccd95b9d-cc58-46aa-8082-f2884cf358cd\", \"285a5300-ba0e-4763-821a-ea6beb56b059\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.982}}, {\"72899\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-16 16:55:38.000000+00:00\", \"2023-03-17 10:29:29.000000+00:00\"], \"session_ids\": [\"9b5ccfbf-3b2c-48b3-9bff-b2f3ff8c57a1\", \"d711c8ba-5966-43b3-a8e1-3d9aa6a85880\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 2.557}}, {\"95052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-03 03:10:56.000000+00:00\", \"2019-11-30 18:35:15.000000+00:00\", \"2020-10-21 11:27:01.000000+00:00\", \"2021-12-05 03:17:33.000000+00:00\"], \"session_ids\": [\"f5f8c4b1-77d7-463f-a064-b3ccbe3feb85\", \"c043fbba-48a2-4131-b6d8-320c9a8bf8c0\", \"60a4bc49-a6b3-484a-9668-abd2df802119\", \"3ea3a3de-2727-4f0f-9b8b-e0f348b4fb00\"], \"total_duration\": 1510.0, \"total_sessions\": 4, \"mean_week_duration\": 12.797}}, {\"51062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-26 01:58:05.000000+00:00\", \"2019-05-06 18:49:52.000000+00:00\", \"2022-12-10 04:31:52.000000+00:00\"], \"session_ids\": [\"388e87fb-04af-46cc-ae28-9b43cd102ca9\", \"e126c3a1-50bd-4845-8b34-2bb2a1ec2f93\", \"ec96f2f0-66c1-43e0-8d8e-dbafa470261a\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}}, {\"24359\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-23 00:42:21.000000+00:00\", \"2019-06-18 17:19:19.000000+00:00\"], \"session_ids\": [\"31a9593b-363c-4ac6-a438-2bf31ee62bb5\", \"dc0d13e5-0b54-472a-877c-ad65a2093fd0\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.536}}]\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 4 users who have overall total duration strictly less than 498 and greater than 4777 (not including) in addition put to use sorting by duration summation of sessions per week in 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{\"84344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-03-03 02:27:30.000000+00:00\", \"2022-11-01 06:43:35.000000+00:00\"], \"session_ids\": [\"2ea76919-e862-48ad-ab86-8807d3277ed4\", \"f4bb41ff-b883-4407-8db9-5b1f9f883891\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.966}, \"44639\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-20 04:47:13.000000+00:00\", \"2019-11-29 00:40:19.000000+00:00\", \"2020-05-17 10:35:32.000000+00:00\", \"2021-03-21 05:01:19.000000+00:00\"], \"session_ids\": [\"aa616aa9-339e-492a-b6ea-6f4238b821c6\", \"77b7ae0d-a210-4a6e-a61a-6929afc214b9\", \"aad013a0-4aa6-4323-93a3-7498847e885a\", \"268d0cfa-f71e-49da-9977-e4a772b833fa\"], \"total_duration\": 355.0, \"total_sessions\": 4, \"mean_week_duration\": 2.276}, \"54746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-04-05 15:22:37.000000+00:00\", \"2021-02-26 19:19:25.000000+00:00\"], \"session_ids\": [\"21d0fe66-de24-4746-a3b3-2010f72bcbe2\", \"8551e0a4-dc92-48d8-9074-e07d355fb744\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 3.515}, \"65578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-18 19:55:23.000000+00:00\", \"2020-11-06 07:47:42.000000+00:00\", \"2020-07-08 11:36:40.000000+00:00\", \"2019-01-02 20:39:31.000000+00:00\", \"2021-04-11 23:48:34.000000+00:00\", \"2019-12-24 00:47:02.000000+00:00\", \"2020-03-31 16:33:10.000000+00:00\", \"2021-10-07 10:10:40.000000+00:00\", \"2022-06-30 07:23:41.000000+00:00\", \"2021-08-21 13:09:43.000000+00:00\"], \"session_ids\": [\"563931bd-62b3-4211-9bfe-1cd77a29a4d3\", \"b272ceac-8eed-426f-95c3-a2e94fbef42e\", \"de93cc5d-8c6d-455e-b5c9-17a1aa0082db\", \"50e3be4b-5d40-4d9e-9754-b8656526aef1\", \"73e89d35-1f77-4069-94bb-a97ea1c7d5d0\", \"2db5decf-bb80-40c8-95f0-1c4bd6044e53\", \"cda7ce70-7e2f-4336-b02d-40d61c904f1b\", \"1b9e8100-0f68-4614-9105-0fa6076be0e6\", \"4eb22c41-cdd6-44cc-97da-9f4d33dcc43c\", \"8d760427-b31c-4164-8998-1e6aaf576199\"], \"total_duration\": 36965.0, \"total_sessions\": 10, \"mean_week_duration\": 203.104}, \"16539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-29 16:39:59.000000+00:00\", \"2020-10-25 03:25:03.000000+00:00\", \"2023-03-13 12:17:53.000000+00:00\", \"2020-02-10 15:14:19.000000+00:00\", \"2020-05-24 18:53:37.000000+00:00\"], \"session_ids\": [\"7b7046ea-b2bf-4dd2-92a1-4552850fbe07\", \"c6fbc39b-53bf-40fd-ad6a-d1b8845d9a46\", \"20d87bd5-7944-4a25-a8a2-88714e2f49b1\", \"da79a332-1e88-42ad-85d0-159d57c1d215\", \"2a9c70b5-7b9c-4d53-903d-c4aaacbe073c\"], \"total_duration\": 216.0, \"total_sessions\": 5, \"mean_week_duration\": 1.342}, \"99941\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-27 21:55:36.000000+00:00\", \"2019-02-17 08:36:24.000000+00:00\", \"2020-07-30 07:37:44.000000+00:00\", \"2021-03-02 23:02:04.000000+00:00\"], \"session_ids\": [\"c6c28466-10cf-40ac-8985-f64adabf6b3a\", \"2ec50024-500c-4035-a8c2-66b192fd869f\", \"2a26ea21-1769-4d66-8810-2d3b19472842\", \"67f40e9b-6038-4339-a2d6-5dfcf35e76c8\"], \"total_duration\": 232.0, \"total_sessions\": 4, \"mean_week_duration\": 1.018}, \"78712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-21 08:35:01.000000+00:00\", \"2020-10-09 10:16:53.000000+00:00\", \"2023-03-16 09:16:46.000000+00:00\"], \"session_ids\": [\"85b1efc0-4d6c-4e9c-b5f1-6471f8f65367\", \"ecdc8296-6fef-4834-8fbc-36800e7c5a23\", \"3eb442c2-a48a-4ecc-9aa9-9bc792de59cc\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 0.935}, \"64109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-03-19 10:48:48.000000+00:00\", \"2022-06-30 01:12:08.000000+00:00\"], \"session_ids\": [\"954a9b6b-5efe-4b02-b02f-369ee2cd6daa\", \"2245b43c-dc79-4657-b58c-fd10dfda937f\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.448}, \"54343\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-17 18:58:33.000000+00:00\", \"2023-04-03 07:57:05.000000+00:00\", \"2021-08-31 14:38:27.000000+00:00\", \"2023-01-07 01:53:59.000000+00:00\"], \"session_ids\": [\"ce9555c2-db2a-4b87-a4fd-65e1696ea7de\", \"32503e0d-5e94-4328-8c1f-b4bfaaebf6bf\", \"2fa48701-0d3b-44ab-8bd9-1d5e348ec8d1\", \"53429d2c-9cd7-4492-97d9-984fbbdc45fa\"], \"total_duration\": 132.0, \"total_sessions\": 4, \"mean_week_duration\": 0.68}, \"78784\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-29 05:45:48.000000+00:00\", \"2021-08-25 04:18:50.000000+00:00\"], \"session_ids\": [\"f5dc9244-5c72-45da-bc25-46bab2ed7a60\", \"138568d2-5dbb-4fb5-9127-5756c2d9254a\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.876}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 498 and are greater than 4777"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[498, 4777]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-03-03 02:27:30.000000+00:00\", \"2022-11-01 06:43:35.000000+00:00\"], \"session_ids\": [\"2ea76919-e862-48ad-ab86-8807d3277ed4\", \"f4bb41ff-b883-4407-8db9-5b1f9f883891\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.966}, \"44639\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-20 04:47:13.000000+00:00\", \"2019-11-29 00:40:19.000000+00:00\", \"2020-05-17 10:35:32.000000+00:00\", \"2021-03-21 05:01:19.000000+00:00\"], \"session_ids\": [\"aa616aa9-339e-492a-b6ea-6f4238b821c6\", \"77b7ae0d-a210-4a6e-a61a-6929afc214b9\", \"aad013a0-4aa6-4323-93a3-7498847e885a\", \"268d0cfa-f71e-49da-9977-e4a772b833fa\"], \"total_duration\": 355.0, \"total_sessions\": 4, \"mean_week_duration\": 2.276}, \"54746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-04-05 15:22:37.000000+00:00\", \"2021-02-26 19:19:25.000000+00:00\"], \"session_ids\": [\"21d0fe66-de24-4746-a3b3-2010f72bcbe2\", \"8551e0a4-dc92-48d8-9074-e07d355fb744\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 3.515}, \"16539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-29 16:39:59.000000+00:00\", \"2020-10-25 03:25:03.000000+00:00\", \"2023-03-13 12:17:53.000000+00:00\", \"2020-02-10 15:14:19.000000+00:00\", \"2020-05-24 18:53:37.000000+00:00\"], \"session_ids\": [\"7b7046ea-b2bf-4dd2-92a1-4552850fbe07\", \"c6fbc39b-53bf-40fd-ad6a-d1b8845d9a46\", \"20d87bd5-7944-4a25-a8a2-88714e2f49b1\", \"da79a332-1e88-42ad-85d0-159d57c1d215\", \"2a9c70b5-7b9c-4d53-903d-c4aaacbe073c\"], \"total_duration\": 216.0, \"total_sessions\": 5, \"mean_week_duration\": 1.342}, \"99941\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-27 21:55:36.000000+00:00\", \"2019-02-17 08:36:24.000000+00:00\", \"2020-07-30 07:37:44.000000+00:00\", \"2021-03-02 23:02:04.000000+00:00\"], \"session_ids\": [\"c6c28466-10cf-40ac-8985-f64adabf6b3a\", \"2ec50024-500c-4035-a8c2-66b192fd869f\", \"2a26ea21-1769-4d66-8810-2d3b19472842\", \"67f40e9b-6038-4339-a2d6-5dfcf35e76c8\"], \"total_duration\": 232.0, \"total_sessions\": 4, \"mean_week_duration\": 1.018}, \"78712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-21 08:35:01.000000+00:00\", \"2020-10-09 10:16:53.000000+00:00\", \"2023-03-16 09:16:46.000000+00:00\"], \"session_ids\": [\"85b1efc0-4d6c-4e9c-b5f1-6471f8f65367\", \"ecdc8296-6fef-4834-8fbc-36800e7c5a23\", \"3eb442c2-a48a-4ecc-9aa9-9bc792de59cc\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 0.935}, \"64109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-03-19 10:48:48.000000+00:00\", \"2022-06-30 01:12:08.000000+00:00\"], \"session_ids\": [\"954a9b6b-5efe-4b02-b02f-369ee2cd6daa\", \"2245b43c-dc79-4657-b58c-fd10dfda937f\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.448}, \"54343\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-17 18:58:33.000000+00:00\", \"2023-04-03 07:57:05.000000+00:00\", \"2021-08-31 14:38:27.000000+00:00\", \"2023-01-07 01:53:59.000000+00:00\"], \"session_ids\": [\"ce9555c2-db2a-4b87-a4fd-65e1696ea7de\", \"32503e0d-5e94-4328-8c1f-b4bfaaebf6bf\", \"2fa48701-0d3b-44ab-8bd9-1d5e348ec8d1\", \"53429d2c-9cd7-4492-97d9-984fbbdc45fa\"], \"total_duration\": 132.0, \"total_sessions\": 4, \"mean_week_duration\": 0.68}, \"78784\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-29 05:45:48.000000+00:00\", \"2021-08-25 04:18:50.000000+00:00\"], \"session_ids\": [\"f5dc9244-5c72-45da-bc25-46bab2ed7a60\", \"138568d2-5dbb-4fb5-9127-5756c2d9254a\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.876}, \"65578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-18 19:55:23.000000+00:00\", \"2020-11-06 07:47:42.000000+00:00\", \"2020-07-08 11:36:40.000000+00:00\", \"2019-01-02 20:39:31.000000+00:00\", \"2021-04-11 23:48:34.000000+00:00\", \"2019-12-24 00:47:02.000000+00:00\", \"2020-03-31 16:33:10.000000+00:00\", \"2021-10-07 10:10:40.000000+00:00\", \"2022-06-30 07:23:41.000000+00:00\", \"2021-08-21 13:09:43.000000+00:00\"], \"session_ids\": [\"563931bd-62b3-4211-9bfe-1cd77a29a4d3\", \"b272ceac-8eed-426f-95c3-a2e94fbef42e\", \"de93cc5d-8c6d-455e-b5c9-17a1aa0082db\", \"50e3be4b-5d40-4d9e-9754-b8656526aef1\", \"73e89d35-1f77-4069-94bb-a97ea1c7d5d0\", \"2db5decf-bb80-40c8-95f0-1c4bd6044e53\", \"cda7ce70-7e2f-4336-b02d-40d61c904f1b\", \"1b9e8100-0f68-4614-9105-0fa6076be0e6\", \"4eb22c41-cdd6-44cc-97da-9f4d33dcc43c\", \"8d760427-b31c-4164-8998-1e6aaf576199\"], \"total_duration\": 36965.0, \"total_sessions\": 10, \"mean_week_duration\": 203.104}}\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[{\"65578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-18 19:55:23.000000+00:00\", \"2020-11-06 07:47:42.000000+00:00\", \"2020-07-08 11:36:40.000000+00:00\", \"2019-01-02 20:39:31.000000+00:00\", \"2021-04-11 23:48:34.000000+00:00\", \"2019-12-24 00:47:02.000000+00:00\", \"2020-03-31 16:33:10.000000+00:00\", \"2021-10-07 10:10:40.000000+00:00\", \"2022-06-30 07:23:41.000000+00:00\", \"2021-08-21 13:09:43.000000+00:00\"], \"session_ids\": [\"563931bd-62b3-4211-9bfe-1cd77a29a4d3\", \"b272ceac-8eed-426f-95c3-a2e94fbef42e\", \"de93cc5d-8c6d-455e-b5c9-17a1aa0082db\", \"50e3be4b-5d40-4d9e-9754-b8656526aef1\", \"73e89d35-1f77-4069-94bb-a97ea1c7d5d0\", \"2db5decf-bb80-40c8-95f0-1c4bd6044e53\", \"cda7ce70-7e2f-4336-b02d-40d61c904f1b\", \"1b9e8100-0f68-4614-9105-0fa6076be0e6\", \"4eb22c41-cdd6-44cc-97da-9f4d33dcc43c\", \"8d760427-b31c-4164-8998-1e6aaf576199\"], \"total_duration\": 36965.0, \"total_sessions\": 10, \"mean_week_duration\": 203.104}}, {\"54746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-04-05 15:22:37.000000+00:00\", \"2021-02-26 19:19:25.000000+00:00\"], \"session_ids\": [\"21d0fe66-de24-4746-a3b3-2010f72bcbe2\", \"8551e0a4-dc92-48d8-9074-e07d355fb744\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 3.515}}, {\"44639\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-20 04:47:13.000000+00:00\", \"2019-11-29 00:40:19.000000+00:00\", \"2020-05-17 10:35:32.000000+00:00\", \"2021-03-21 05:01:19.000000+00:00\"], \"session_ids\": [\"aa616aa9-339e-492a-b6ea-6f4238b821c6\", \"77b7ae0d-a210-4a6e-a61a-6929afc214b9\", \"aad013a0-4aa6-4323-93a3-7498847e885a\", \"268d0cfa-f71e-49da-9977-e4a772b833fa\"], \"total_duration\": 355.0, \"total_sessions\": 4, \"mean_week_duration\": 2.276}}, {\"16539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-29 16:39:59.000000+00:00\", \"2020-10-25 03:25:03.000000+00:00\", \"2023-03-13 12:17:53.000000+00:00\", \"2020-02-10 15:14:19.000000+00:00\", \"2020-05-24 18:53:37.000000+00:00\"], \"session_ids\": [\"7b7046ea-b2bf-4dd2-92a1-4552850fbe07\", \"c6fbc39b-53bf-40fd-ad6a-d1b8845d9a46\", \"20d87bd5-7944-4a25-a8a2-88714e2f49b1\", \"da79a332-1e88-42ad-85d0-159d57c1d215\", \"2a9c70b5-7b9c-4d53-903d-c4aaacbe073c\"], \"total_duration\": 216.0, \"total_sessions\": 5, \"mean_week_duration\": 1.342}}, {\"99941\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-27 21:55:36.000000+00:00\", \"2019-02-17 08:36:24.000000+00:00\", \"2020-07-30 07:37:44.000000+00:00\", \"2021-03-02 23:02:04.000000+00:00\"], \"session_ids\": [\"c6c28466-10cf-40ac-8985-f64adabf6b3a\", \"2ec50024-500c-4035-a8c2-66b192fd869f\", \"2a26ea21-1769-4d66-8810-2d3b19472842\", \"67f40e9b-6038-4339-a2d6-5dfcf35e76c8\"], \"total_duration\": 232.0, \"total_sessions\": 4, \"mean_week_duration\": 1.018}}, {\"84344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-03-03 02:27:30.000000+00:00\", \"2022-11-01 06:43:35.000000+00:00\"], \"session_ids\": [\"2ea76919-e862-48ad-ab86-8807d3277ed4\", \"f4bb41ff-b883-4407-8db9-5b1f9f883891\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.966}}, {\"78712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-21 08:35:01.000000+00:00\", \"2020-10-09 10:16:53.000000+00:00\", \"2023-03-16 09:16:46.000000+00:00\"], \"session_ids\": [\"85b1efc0-4d6c-4e9c-b5f1-6471f8f65367\", \"ecdc8296-6fef-4834-8fbc-36800e7c5a23\", \"3eb442c2-a48a-4ecc-9aa9-9bc792de59cc\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 0.935}}, {\"78784\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-29 05:45:48.000000+00:00\", \"2021-08-25 04:18:50.000000+00:00\"], \"session_ids\": [\"f5dc9244-5c72-45da-bc25-46bab2ed7a60\", \"138568d2-5dbb-4fb5-9127-5756c2d9254a\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.876}}, {\"54343\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-17 18:58:33.000000+00:00\", \"2023-04-03 07:57:05.000000+00:00\", \"2021-08-31 14:38:27.000000+00:00\", \"2023-01-07 01:53:59.000000+00:00\"], \"session_ids\": [\"ce9555c2-db2a-4b87-a4fd-65e1696ea7de\", \"32503e0d-5e94-4328-8c1f-b4bfaaebf6bf\", \"2fa48701-0d3b-44ab-8bd9-1d5e348ec8d1\", \"53429d2c-9cd7-4492-97d9-984fbbdc45fa\"], \"total_duration\": 132.0, \"total_sessions\": 4, \"mean_week_duration\": 0.68}}, {\"64109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-03-19 10:48:48.000000+00:00\", \"2022-06-30 01:12:08.000000+00:00\"], \"session_ids\": [\"954a9b6b-5efe-4b02-b02f-369ee2cd6daa\", \"2245b43c-dc79-4657-b58c-fd10dfda937f\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.448}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-18 19:55:23.000000+00:00\", \"2020-11-06 07:47:42.000000+00:00\", \"2020-07-08 11:36:40.000000+00:00\", \"2019-01-02 20:39:31.000000+00:00\", \"2021-04-11 23:48:34.000000+00:00\", \"2019-12-24 00:47:02.000000+00:00\", \"2020-03-31 16:33:10.000000+00:00\", \"2021-10-07 10:10:40.000000+00:00\", \"2022-06-30 07:23:41.000000+00:00\", \"2021-08-21 13:09:43.000000+00:00\"], \"session_ids\": [\"563931bd-62b3-4211-9bfe-1cd77a29a4d3\", \"b272ceac-8eed-426f-95c3-a2e94fbef42e\", \"de93cc5d-8c6d-455e-b5c9-17a1aa0082db\", \"50e3be4b-5d40-4d9e-9754-b8656526aef1\", \"73e89d35-1f77-4069-94bb-a97ea1c7d5d0\", \"2db5decf-bb80-40c8-95f0-1c4bd6044e53\", \"cda7ce70-7e2f-4336-b02d-40d61c904f1b\", \"1b9e8100-0f68-4614-9105-0fa6076be0e6\", \"4eb22c41-cdd6-44cc-97da-9f4d33dcc43c\", \"8d760427-b31c-4164-8998-1e6aaf576199\"], \"total_duration\": 36965.0, \"total_sessions\": 10, \"mean_week_duration\": 203.104}}, {\"54746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-04-05 15:22:37.000000+00:00\", \"2021-02-26 19:19:25.000000+00:00\"], \"session_ids\": [\"21d0fe66-de24-4746-a3b3-2010f72bcbe2\", \"8551e0a4-dc92-48d8-9074-e07d355fb744\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 3.515}}, {\"44639\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-20 04:47:13.000000+00:00\", \"2019-11-29 00:40:19.000000+00:00\", \"2020-05-17 10:35:32.000000+00:00\", \"2021-03-21 05:01:19.000000+00:00\"], \"session_ids\": [\"aa616aa9-339e-492a-b6ea-6f4238b821c6\", \"77b7ae0d-a210-4a6e-a61a-6929afc214b9\", \"aad013a0-4aa6-4323-93a3-7498847e885a\", \"268d0cfa-f71e-49da-9977-e4a772b833fa\"], \"total_duration\": 355.0, \"total_sessions\": 4, \"mean_week_duration\": 2.276}}, {\"16539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-29 16:39:59.000000+00:00\", \"2020-10-25 03:25:03.000000+00:00\", \"2023-03-13 12:17:53.000000+00:00\", \"2020-02-10 15:14:19.000000+00:00\", \"2020-05-24 18:53:37.000000+00:00\"], \"session_ids\": [\"7b7046ea-b2bf-4dd2-92a1-4552850fbe07\", \"c6fbc39b-53bf-40fd-ad6a-d1b8845d9a46\", \"20d87bd5-7944-4a25-a8a2-88714e2f49b1\", \"da79a332-1e88-42ad-85d0-159d57c1d215\", \"2a9c70b5-7b9c-4d53-903d-c4aaacbe073c\"], \"total_duration\": 216.0, \"total_sessions\": 5, \"mean_week_duration\": 1.342}}]\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[{\"65578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-18 19:55:23.000000+00:00\", \"2020-11-06 07:47:42.000000+00:00\", \"2020-07-08 11:36:40.000000+00:00\", \"2019-01-02 20:39:31.000000+00:00\", \"2021-04-11 23:48:34.000000+00:00\", \"2019-12-24 00:47:02.000000+00:00\", \"2020-03-31 16:33:10.000000+00:00\", \"2021-10-07 10:10:40.000000+00:00\", \"2022-06-30 07:23:41.000000+00:00\", \"2021-08-21 13:09:43.000000+00:00\"], \"session_ids\": [\"563931bd-62b3-4211-9bfe-1cd77a29a4d3\", \"b272ceac-8eed-426f-95c3-a2e94fbef42e\", \"de93cc5d-8c6d-455e-b5c9-17a1aa0082db\", \"50e3be4b-5d40-4d9e-9754-b8656526aef1\", \"73e89d35-1f77-4069-94bb-a97ea1c7d5d0\", \"2db5decf-bb80-40c8-95f0-1c4bd6044e53\", \"cda7ce70-7e2f-4336-b02d-40d61c904f1b\", \"1b9e8100-0f68-4614-9105-0fa6076be0e6\", \"4eb22c41-cdd6-44cc-97da-9f4d33dcc43c\", \"8d760427-b31c-4164-8998-1e6aaf576199\"], \"total_duration\": 36965.0, \"total_sessions\": 10, \"mean_week_duration\": 203.104}}, {\"54746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-04-05 15:22:37.000000+00:00\", \"2021-02-26 19:19:25.000000+00:00\"], \"session_ids\": [\"21d0fe66-de24-4746-a3b3-2010f72bcbe2\", \"8551e0a4-dc92-48d8-9074-e07d355fb744\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 3.515}}, {\"44639\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-20 04:47:13.000000+00:00\", \"2019-11-29 00:40:19.000000+00:00\", \"2020-05-17 10:35:32.000000+00:00\", \"2021-03-21 05:01:19.000000+00:00\"], \"session_ids\": [\"aa616aa9-339e-492a-b6ea-6f4238b821c6\", \"77b7ae0d-a210-4a6e-a61a-6929afc214b9\", \"aad013a0-4aa6-4323-93a3-7498847e885a\", \"268d0cfa-f71e-49da-9977-e4a772b833fa\"], \"total_duration\": 355.0, \"total_sessions\": 4, \"mean_week_duration\": 2.276}}, {\"16539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-29 16:39:59.000000+00:00\", \"2020-10-25 03:25:03.000000+00:00\", \"2023-03-13 12:17:53.000000+00:00\", \"2020-02-10 15:14:19.000000+00:00\", \"2020-05-24 18:53:37.000000+00:00\"], \"session_ids\": [\"7b7046ea-b2bf-4dd2-92a1-4552850fbe07\", \"c6fbc39b-53bf-40fd-ad6a-d1b8845d9a46\", \"20d87bd5-7944-4a25-a8a2-88714e2f49b1\", \"da79a332-1e88-42ad-85d0-159d57c1d215\", \"2a9c70b5-7b9c-4d53-903d-c4aaacbe073c\"], \"total_duration\": 216.0, \"total_sessions\": 5, \"mean_week_duration\": 1.342}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about users who have time using the app per week less than 7 + sort by total time using the app in ascending , and show me only 4 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{\"94275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-04-01 09:06:14.000000+00:00\", \"2021-07-09 11:58:19.000000+00:00\", \"2020-11-01 05:21:10.000000+00:00\", \"2019-09-10 07:49:53.000000+00:00\", \"2019-08-08 12:27:11.000000+00:00\", \"2022-10-30 00:23:18.000000+00:00\", \"2021-11-01 02:54:32.000000+00:00\", \"2020-12-20 19:35:12.000000+00:00\", \"2019-07-05 07:15:17.000000+00:00\", \"2022-12-01 17:35:26.000000+00:00\", \"2019-04-15 06:10:44.000000+00:00\"], \"session_ids\": [\"18dc2b1a-b348-4611-9868-735324abddda\", \"ebae5d96-8dbc-4a24-81e3-27a8d66e72e5\", \"ad9b4844-cef4-492f-9cd5-2fda7c6845ea\", \"20de808a-0d6f-44d7-9803-d9fa4dec33c3\", \"425c0ce7-bb7f-4358-8166-1424efabf063\", \"9cfbe733-35db-46a6-b681-fd5d35fdfe12\", \"5087c0d9-dc0c-40a9-9772-0f3e8957d835\", \"772592cc-802c-4d5d-8a16-aa05ce028d67\", \"67d62a76-a552-4768-ad0a-53384feaa062\", \"cab286c5-57b1-46cb-a4c5-e668cfd0d7ab\", \"e5ab4a46-43b4-465a-92f9-a82767cff8ee\"], \"total_duration\": 8386.0, \"total_sessions\": 11, \"mean_week_duration\": 44.137}, \"16104\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-04-28 08:58:26.000000+00:00\", \"2019-03-09 00:07:09.000000+00:00\"], \"session_ids\": [\"9796f33d-e31a-4a28-bfa6-4cf23f0d2083\", \"e117988f-51f5-4d31-b3f4-8f0c7337576c\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 0.644}, \"22062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-10 05:46:49.000000+00:00\", \"2020-02-01 10:13:04.000000+00:00\"], \"session_ids\": [\"65a01f7b-feb0-47ed-9b63-c49682d0d4b6\", \"a31ed0cd-2353-4d8f-a981-a06d1aabb01c\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 7.357}, \"50383\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-09 11:26:22.000000+00:00\", \"2021-12-31 07:28:05.000000+00:00\", \"2019-11-25 03:45:33.000000+00:00\", \"2019-03-29 20:16:52.000000+00:00\", \"2019-03-03 08:47:55.000000+00:00\"], \"session_ids\": [\"63469afb-8c4f-4479-9f26-38728b5ac9db\", \"a7c6f9ce-98ae-4899-a95c-53e1e8532b75\", \"5f67b3e2-7174-4964-9cde-a21f1ef7a7b7\", \"055e01d0-6698-4774-9118-325005b6cbdd\", \"d56391ed-314f-4bf0-9e15-464eeeb33f82\"], \"total_duration\": 3068.0, \"total_sessions\": 5, \"mean_week_duration\": 20.73}, \"98092\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-09 16:45:31.000000+00:00\", \"2021-12-13 20:07:54.000000+00:00\"], \"session_ids\": [\"021e3f9e-629a-4056-9b73-cdc074457815\", \"9f788fe3-46dd-4f1d-bf1a-a993439fc975\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 19.4}, \"44315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-05-14 23:18:11.000000+00:00\", \"2021-07-21 21:09:31.000000+00:00\", \"2019-02-25 06:49:16.000000+00:00\", \"2019-01-10 19:51:58.000000+00:00\", \"2020-01-27 14:33:33.000000+00:00\", \"2023-04-24 04:46:50.000000+00:00\", \"2020-01-22 18:02:05.000000+00:00\", \"2022-12-31 03:22:34.000000+00:00\"], \"session_ids\": [\"cc8c280b-c8da-4694-9fa2-8ff19ad9fdb0\", \"6620f77c-6f1c-42d3-b8b3-7e893e6ec6d5\", \"b358d52e-0b3d-43b0-8100-82685d79d441\", \"86cf4358-3221-4ccb-9a16-29e4e8c95164\", \"77f7827f-8654-40fb-94b3-a4d71df2ef21\", \"1ea74966-199a-4edb-9a17-4298d0a93eea\", \"98493691-a609-4e4d-a0ad-4de7eea20e1a\", \"266cf977-685e-41cc-8801-535675652678\"], \"total_duration\": 652.0, \"total_sessions\": 8, \"mean_week_duration\": 2.911}, \"31338\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-28 17:46:12.000000+00:00\", \"2023-04-30 23:21:17.000000+00:00\"], \"session_ids\": [\"14dd11b9-a32f-43e4-926e-496cc4373e9e\", \"9a887fff-d983-46f9-8039-0beaf2de3709\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 3.74}, \"46051\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-24 03:42:05.000000+00:00\", \"2022-06-11 16:33:30.000000+00:00\", \"2022-09-06 15:22:01.000000+00:00\"], \"session_ids\": [\"f673340c-b507-4b1d-a71a-61ba194fa220\", \"23835c63-09ce-45ef-a7fa-6f53edb06875\", \"2f0cdadf-6a96-4324-94fc-5dbe1706e320\"], \"total_duration\": 654.0, \"total_sessions\": 3, \"mean_week_duration\": 5.45}, \"37229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2021-01-04 22:38:20.000000+00:00\", \"2019-08-22 10:15:42.000000+00:00\", \"2021-04-13 23:56:57.000000+00:00\", \"2021-03-28 06:52:42.000000+00:00\", \"2021-01-23 00:22:12.000000+00:00\", \"2020-11-06 18:30:22.000000+00:00\", \"2021-12-07 16:53:41.000000+00:00\", \"2019-07-18 00:44:50.000000+00:00\", \"2021-10-15 19:07:50.000000+00:00\", \"2022-05-19 14:54:38.000000+00:00\", \"2019-01-21 20:52:06.000000+00:00\"], \"session_ids\": [\"b3e3eab5-bd6e-4d9e-a86f-81683b5f132f\", \"3d2c5a4e-8e75-45d5-b3ec-58266ff5f46d\", \"a05c0500-c724-4cde-8897-63dc646de7f9\", \"8c6294bf-66ed-48d1-bb2e-ce926b8b9620\", \"ee47d432-0284-4015-a29e-e2fe029af068\", \"3c842300-ab92-4a08-a25d-2738d884ff03\", \"00b7aa97-71c0-4cbb-868b-02ac3dd36cca\", \"e08addb6-0286-481a-8f50-1bbe1f7f13b0\", \"cbb66732-bfe3-41c6-b76b-4793208cd818\", \"fc298a3f-7603-43c8-a452-aba1e1223630\", \"dedda31f-82ac-4bda-a5a1-220eb8f8a5f2\"], \"total_duration\": 1275.0, \"total_sessions\": 11, \"mean_week_duration\": 7.328}, \"6353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-21 22:24:16.000000+00:00\", \"2021-03-26 19:09:23.000000+00:00\"], \"session_ids\": [\"eee4e7ec-5aed-4c64-aea7-f1f294827079\", \"190ce997-b1e7-4139-8277-866638812fab\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 4.393}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 26]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16104\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-04-28 08:58:26.000000+00:00\", \"2019-03-09 00:07:09.000000+00:00\"], \"session_ids\": [\"9796f33d-e31a-4a28-bfa6-4cf23f0d2083\", \"e117988f-51f5-4d31-b3f4-8f0c7337576c\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 0.644}, \"44315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-05-14 23:18:11.000000+00:00\", \"2021-07-21 21:09:31.000000+00:00\", \"2019-02-25 06:49:16.000000+00:00\", \"2019-01-10 19:51:58.000000+00:00\", \"2020-01-27 14:33:33.000000+00:00\", \"2023-04-24 04:46:50.000000+00:00\", \"2020-01-22 18:02:05.000000+00:00\", \"2022-12-31 03:22:34.000000+00:00\"], \"session_ids\": [\"cc8c280b-c8da-4694-9fa2-8ff19ad9fdb0\", \"6620f77c-6f1c-42d3-b8b3-7e893e6ec6d5\", \"b358d52e-0b3d-43b0-8100-82685d79d441\", \"86cf4358-3221-4ccb-9a16-29e4e8c95164\", \"77f7827f-8654-40fb-94b3-a4d71df2ef21\", \"1ea74966-199a-4edb-9a17-4298d0a93eea\", \"98493691-a609-4e4d-a0ad-4de7eea20e1a\", \"266cf977-685e-41cc-8801-535675652678\"], \"total_duration\": 652.0, \"total_sessions\": 8, \"mean_week_duration\": 2.911}, \"31338\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-28 17:46:12.000000+00:00\", \"2023-04-30 23:21:17.000000+00:00\"], \"session_ids\": [\"14dd11b9-a32f-43e4-926e-496cc4373e9e\", \"9a887fff-d983-46f9-8039-0beaf2de3709\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 3.74}, \"46051\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-24 03:42:05.000000+00:00\", \"2022-06-11 16:33:30.000000+00:00\", \"2022-09-06 15:22:01.000000+00:00\"], \"session_ids\": [\"f673340c-b507-4b1d-a71a-61ba194fa220\", \"23835c63-09ce-45ef-a7fa-6f53edb06875\", \"2f0cdadf-6a96-4324-94fc-5dbe1706e320\"], \"total_duration\": 654.0, \"total_sessions\": 3, \"mean_week_duration\": 5.45}, \"6353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-21 22:24:16.000000+00:00\", \"2021-03-26 19:09:23.000000+00:00\"], \"session_ids\": [\"eee4e7ec-5aed-4c64-aea7-f1f294827079\", \"190ce997-b1e7-4139-8277-866638812fab\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 4.393}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16104\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-04-28 08:58:26.000000+00:00\", \"2019-03-09 00:07:09.000000+00:00\"], \"session_ids\": [\"9796f33d-e31a-4a28-bfa6-4cf23f0d2083\", \"e117988f-51f5-4d31-b3f4-8f0c7337576c\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 0.644}}, {\"6353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-21 22:24:16.000000+00:00\", \"2021-03-26 19:09:23.000000+00:00\"], \"session_ids\": [\"eee4e7ec-5aed-4c64-aea7-f1f294827079\", \"190ce997-b1e7-4139-8277-866638812fab\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 4.393}}, {\"31338\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-28 17:46:12.000000+00:00\", \"2023-04-30 23:21:17.000000+00:00\"], \"session_ids\": [\"14dd11b9-a32f-43e4-926e-496cc4373e9e\", \"9a887fff-d983-46f9-8039-0beaf2de3709\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 3.74}}, {\"44315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-05-14 23:18:11.000000+00:00\", \"2021-07-21 21:09:31.000000+00:00\", \"2019-02-25 06:49:16.000000+00:00\", \"2019-01-10 19:51:58.000000+00:00\", \"2020-01-27 14:33:33.000000+00:00\", \"2023-04-24 04:46:50.000000+00:00\", \"2020-01-22 18:02:05.000000+00:00\", \"2022-12-31 03:22:34.000000+00:00\"], \"session_ids\": [\"cc8c280b-c8da-4694-9fa2-8ff19ad9fdb0\", \"6620f77c-6f1c-42d3-b8b3-7e893e6ec6d5\", \"b358d52e-0b3d-43b0-8100-82685d79d441\", \"86cf4358-3221-4ccb-9a16-29e4e8c95164\", \"77f7827f-8654-40fb-94b3-a4d71df2ef21\", \"1ea74966-199a-4edb-9a17-4298d0a93eea\", \"98493691-a609-4e4d-a0ad-4de7eea20e1a\", \"266cf977-685e-41cc-8801-535675652678\"], \"total_duration\": 652.0, \"total_sessions\": 8, \"mean_week_duration\": 2.911}}, {\"46051\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-24 03:42:05.000000+00:00\", \"2022-06-11 16:33:30.000000+00:00\", \"2022-09-06 15:22:01.000000+00:00\"], \"session_ids\": [\"f673340c-b507-4b1d-a71a-61ba194fa220\", \"23835c63-09ce-45ef-a7fa-6f53edb06875\", \"2f0cdadf-6a96-4324-94fc-5dbe1706e320\"], \"total_duration\": 654.0, \"total_sessions\": 3, \"mean_week_duration\": 5.45}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16104\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-04-28 08:58:26.000000+00:00\", \"2019-03-09 00:07:09.000000+00:00\"], \"session_ids\": [\"9796f33d-e31a-4a28-bfa6-4cf23f0d2083\", \"e117988f-51f5-4d31-b3f4-8f0c7337576c\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 0.644}}, {\"6353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-21 22:24:16.000000+00:00\", \"2021-03-26 19:09:23.000000+00:00\"], \"session_ids\": [\"eee4e7ec-5aed-4c64-aea7-f1f294827079\", \"190ce997-b1e7-4139-8277-866638812fab\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 4.393}}, {\"31338\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-28 17:46:12.000000+00:00\", \"2023-04-30 23:21:17.000000+00:00\"], \"session_ids\": [\"14dd11b9-a32f-43e4-926e-496cc4373e9e\", \"9a887fff-d983-46f9-8039-0beaf2de3709\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 3.74}}, {\"44315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-05-14 23:18:11.000000+00:00\", \"2021-07-21 21:09:31.000000+00:00\", \"2019-02-25 06:49:16.000000+00:00\", \"2019-01-10 19:51:58.000000+00:00\", \"2020-01-27 14:33:33.000000+00:00\", \"2023-04-24 04:46:50.000000+00:00\", \"2020-01-22 18:02:05.000000+00:00\", \"2022-12-31 03:22:34.000000+00:00\"], \"session_ids\": [\"cc8c280b-c8da-4694-9fa2-8ff19ad9fdb0\", \"6620f77c-6f1c-42d3-b8b3-7e893e6ec6d5\", \"b358d52e-0b3d-43b0-8100-82685d79d441\", \"86cf4358-3221-4ccb-9a16-29e4e8c95164\", \"77f7827f-8654-40fb-94b3-a4d71df2ef21\", \"1ea74966-199a-4edb-9a17-4298d0a93eea\", \"98493691-a609-4e4d-a0ad-4de7eea20e1a\", \"266cf977-685e-41cc-8801-535675652678\"], \"total_duration\": 652.0, \"total_sessions\": 8, \"mean_week_duration\": 2.911}}]\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[{\"16104\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-04-28 08:58:26.000000+00:00\", \"2019-03-09 00:07:09.000000+00:00\"], \"session_ids\": [\"9796f33d-e31a-4a28-bfa6-4cf23f0d2083\", \"e117988f-51f5-4d31-b3f4-8f0c7337576c\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 0.644}}, {\"6353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-21 22:24:16.000000+00:00\", \"2021-03-26 19:09:23.000000+00:00\"], \"session_ids\": [\"eee4e7ec-5aed-4c64-aea7-f1f294827079\", \"190ce997-b1e7-4139-8277-866638812fab\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 4.393}}, {\"31338\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-28 17:46:12.000000+00:00\", \"2023-04-30 23:21:17.000000+00:00\"], \"session_ids\": [\"14dd11b9-a32f-43e4-926e-496cc4373e9e\", \"9a887fff-d983-46f9-8039-0beaf2de3709\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 3.74}}, {\"44315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-05-14 23:18:11.000000+00:00\", \"2021-07-21 21:09:31.000000+00:00\", \"2019-02-25 06:49:16.000000+00:00\", \"2019-01-10 19:51:58.000000+00:00\", \"2020-01-27 14:33:33.000000+00:00\", \"2023-04-24 04:46:50.000000+00:00\", \"2020-01-22 18:02:05.000000+00:00\", \"2022-12-31 03:22:34.000000+00:00\"], \"session_ids\": [\"cc8c280b-c8da-4694-9fa2-8ff19ad9fdb0\", \"6620f77c-6f1c-42d3-b8b3-7e893e6ec6d5\", \"b358d52e-0b3d-43b0-8100-82685d79d441\", \"86cf4358-3221-4ccb-9a16-29e4e8c95164\", \"77f7827f-8654-40fb-94b3-a4d71df2ef21\", \"1ea74966-199a-4edb-9a17-4298d0a93eea\", \"98493691-a609-4e4d-a0ad-4de7eea20e1a\", \"266cf977-685e-41cc-8801-535675652678\"], \"total_duration\": 652.0, \"total_sessions\": 8, \"mean_week_duration\": 2.911}}]\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 2 users whose city isn't Helsinki and in addition sort by time in app per week in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83481\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-16 21:15:02.000000+00:00\", \"2023-01-22 02:09:45.000000+00:00\"], \"session_ids\": [\"27c40113-0556-4119-90d8-1f58d7b27aa6\", \"329e2b74-4867-4067-a8ae-50743683ba52\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 14.688}, \"59506\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-05 17:59:28.000000+00:00\", \"2023-02-04 21:26:04.000000+00:00\"], \"session_ids\": [\"64cd35b8-ec28-415b-a4f4-88709235d677\", \"27bc678a-af31-48fc-a731-6ca5b8b35f04\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 8.889}, \"22807\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-04-10 16:58:33.000000+00:00\", \"2021-01-20 10:27:57.000000+00:00\"], \"session_ids\": [\"9e92e606-b029-4f54-a56e-98d761153dde\", \"95b7c848-0964-4d24-b16d-e3e3dccf943f\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.448}, \"84930\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-23 01:11:54.000000+00:00\", \"2020-10-05 14:13:23.000000+00:00\", \"2021-01-13 11:14:05.000000+00:00\"], \"session_ids\": [\"6bfa356d-5a61-45df-b12a-622e4a15e6ff\", \"2f4cea0b-b411-4d82-8d9d-6c65570fec0e\", \"9ceb1e35-cec2-407d-be7f-086287334982\"], \"total_duration\": 889.0, \"total_sessions\": 3, \"mean_week_duration\": 15.068}, \"73171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-02 08:29:44.000000+00:00\", \"2020-09-06 08:11:46.000000+00:00\", \"2019-09-06 12:18:45.000000+00:00\", \"2021-01-27 21:58:36.000000+00:00\", \"2023-01-23 09:37:54.000000+00:00\"], \"session_ids\": [\"b7d7530a-457c-4c5c-9e92-16b0af0df016\", \"30b3fe57-bd92-4ac5-9abb-2ed7db884e6b\", \"9c3b0b70-72d4-4ccb-93eb-31cde431361b\", \"722dfdc9-ddf7-447b-80f4-516e497b7d7f\", \"a62ba0f6-40a6-4718-93f2-4577ce9fd173\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.282}, \"59804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-03 12:48:45.000000+00:00\", \"2019-06-02 15:00:03.000000+00:00\", \"2021-04-02 19:12:11.000000+00:00\", \"2022-12-10 17:40:13.000000+00:00\", \"2020-08-19 09:37:35.000000+00:00\", \"2019-01-11 12:32:35.000000+00:00\"], \"session_ids\": [\"0d4425af-8a94-4b6d-90c7-6162aad776b6\", \"1b3ba8c6-67fc-48c9-ba61-92110123ea99\", \"c62ac7a1-c01f-43ce-ac3c-8213e49ce7d0\", \"1aa1e11a-fd6d-466e-ab19-e986252aac20\", \"7935aeea-583a-46c8-b765-97340a964a4e\", \"941b1752-0428-4c2b-90b0-1780c62b901e\"], \"total_duration\": 2954.0, \"total_sessions\": 6, \"mean_week_duration\": 14.41}, \"20572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-10-11 01:09:16.000000+00:00\", \"2019-07-06 16:08:57.000000+00:00\", \"2019-08-10 01:28:15.000000+00:00\", \"2021-12-14 16:53:18.000000+00:00\", \"2022-10-10 18:05:05.000000+00:00\", \"2020-08-25 20:41:29.000000+00:00\", \"2021-11-23 09:14:57.000000+00:00\", \"2019-07-28 18:07:47.000000+00:00\", \"2023-06-15 10:14:14.000000+00:00\", \"2020-11-28 10:24:22.000000+00:00\", \"2021-12-09 23:00:06.000000+00:00\"], \"session_ids\": [\"5dce23f6-76a2-42f1-bcfd-dcc4c40ca74c\", \"2664c594-ece2-4728-a49a-870bd9ba0e3d\", \"34e8ed05-07b8-45ee-8546-1024726bb420\", \"d1166415-cd53-4830-b52c-dc8dbfee9d06\", \"57468ccb-91cc-4e31-97e7-2f9c53ec3092\", \"efd9d852-b09f-48eb-8270-704802d0fc72\", \"7ea6bb76-627c-4cbd-af3e-2ffe18606226\", \"d6028a66-86c6-43fe-a86a-32220aa3a1e0\", \"6858fedd-596e-45a7-b84c-c578cb7efd2b\", \"dca6fdb8-e95e-40cb-b6d5-b63281396f0a\", \"02d97121-752f-4a70-b228-7a0dcddfa5a3\"], \"total_duration\": 8126.0, \"total_sessions\": 11, \"mean_week_duration\": 39.447}, \"1159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-26 19:27:11.000000+00:00\", \"2020-09-06 02:27:23.000000+00:00\"], \"session_ids\": [\"d622c0ec-e756-457c-91dc-6ceeb77a3ae2\", \"56dc9469-3472-4e76-a4a3-8dc8c0fc6b98\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.553}, \"64693\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-05-18 22:44:16.000000+00:00\", \"2019-03-11 12:18:23.000000+00:00\", \"2020-01-03 04:17:52.000000+00:00\", \"2021-08-22 17:11:27.000000+00:00\"], \"session_ids\": [\"dfa107ed-39f3-4132-9df4-3be458fb6966\", \"2590ffc9-fc12-4c6e-94df-8fdfee83b21a\", \"4bcfc538-72f5-4f8b-b784-b7f72afa4d24\", \"81868167-06ba-48a9-ad8b-f759dab2f2c0\"], \"total_duration\": 93.0, \"total_sessions\": 4, \"mean_week_duration\": 0.425}, \"27390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-28 04:00:09.000000+00:00\", \"2023-03-27 01:01:18.000000+00:00\", \"2022-06-30 12:31:42.000000+00:00\", \"2023-05-31 19:07:49.000000+00:00\"], \"session_ids\": [\"31935beb-0e10-4e7c-96ea-489f529ab4ba\", \"3746d634-eda4-4dcd-b67f-06066da72438\", \"f03b393d-209f-4908-a713-fd9cef10f2ce\", \"fa74a0cc-87fa-490a-a6e8-05b5c574b5f5\"], \"total_duration\": 144.0, \"total_sessions\": 4, \"mean_week_duration\": 0.716}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Helsinki"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Helsinki\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83481\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-16 21:15:02.000000+00:00\", \"2023-01-22 02:09:45.000000+00:00\"], \"session_ids\": [\"27c40113-0556-4119-90d8-1f58d7b27aa6\", \"329e2b74-4867-4067-a8ae-50743683ba52\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 14.688}, \"59506\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-05 17:59:28.000000+00:00\", \"2023-02-04 21:26:04.000000+00:00\"], \"session_ids\": [\"64cd35b8-ec28-415b-a4f4-88709235d677\", \"27bc678a-af31-48fc-a731-6ca5b8b35f04\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 8.889}, \"22807\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-04-10 16:58:33.000000+00:00\", \"2021-01-20 10:27:57.000000+00:00\"], \"session_ids\": [\"9e92e606-b029-4f54-a56e-98d761153dde\", \"95b7c848-0964-4d24-b16d-e3e3dccf943f\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.448}, \"84930\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-23 01:11:54.000000+00:00\", \"2020-10-05 14:13:23.000000+00:00\", \"2021-01-13 11:14:05.000000+00:00\"], \"session_ids\": [\"6bfa356d-5a61-45df-b12a-622e4a15e6ff\", \"2f4cea0b-b411-4d82-8d9d-6c65570fec0e\", \"9ceb1e35-cec2-407d-be7f-086287334982\"], \"total_duration\": 889.0, \"total_sessions\": 3, \"mean_week_duration\": 15.068}, \"73171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-02 08:29:44.000000+00:00\", \"2020-09-06 08:11:46.000000+00:00\", \"2019-09-06 12:18:45.000000+00:00\", \"2021-01-27 21:58:36.000000+00:00\", \"2023-01-23 09:37:54.000000+00:00\"], \"session_ids\": [\"b7d7530a-457c-4c5c-9e92-16b0af0df016\", \"30b3fe57-bd92-4ac5-9abb-2ed7db884e6b\", \"9c3b0b70-72d4-4ccb-93eb-31cde431361b\", \"722dfdc9-ddf7-447b-80f4-516e497b7d7f\", \"a62ba0f6-40a6-4718-93f2-4577ce9fd173\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.282}, \"59804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-03 12:48:45.000000+00:00\", \"2019-06-02 15:00:03.000000+00:00\", \"2021-04-02 19:12:11.000000+00:00\", \"2022-12-10 17:40:13.000000+00:00\", \"2020-08-19 09:37:35.000000+00:00\", \"2019-01-11 12:32:35.000000+00:00\"], \"session_ids\": [\"0d4425af-8a94-4b6d-90c7-6162aad776b6\", \"1b3ba8c6-67fc-48c9-ba61-92110123ea99\", \"c62ac7a1-c01f-43ce-ac3c-8213e49ce7d0\", \"1aa1e11a-fd6d-466e-ab19-e986252aac20\", \"7935aeea-583a-46c8-b765-97340a964a4e\", \"941b1752-0428-4c2b-90b0-1780c62b901e\"], \"total_duration\": 2954.0, \"total_sessions\": 6, \"mean_week_duration\": 14.41}, \"20572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-10-11 01:09:16.000000+00:00\", \"2019-07-06 16:08:57.000000+00:00\", \"2019-08-10 01:28:15.000000+00:00\", \"2021-12-14 16:53:18.000000+00:00\", \"2022-10-10 18:05:05.000000+00:00\", \"2020-08-25 20:41:29.000000+00:00\", \"2021-11-23 09:14:57.000000+00:00\", \"2019-07-28 18:07:47.000000+00:00\", \"2023-06-15 10:14:14.000000+00:00\", \"2020-11-28 10:24:22.000000+00:00\", \"2021-12-09 23:00:06.000000+00:00\"], \"session_ids\": [\"5dce23f6-76a2-42f1-bcfd-dcc4c40ca74c\", \"2664c594-ece2-4728-a49a-870bd9ba0e3d\", \"34e8ed05-07b8-45ee-8546-1024726bb420\", \"d1166415-cd53-4830-b52c-dc8dbfee9d06\", \"57468ccb-91cc-4e31-97e7-2f9c53ec3092\", \"efd9d852-b09f-48eb-8270-704802d0fc72\", \"7ea6bb76-627c-4cbd-af3e-2ffe18606226\", \"d6028a66-86c6-43fe-a86a-32220aa3a1e0\", \"6858fedd-596e-45a7-b84c-c578cb7efd2b\", \"dca6fdb8-e95e-40cb-b6d5-b63281396f0a\", \"02d97121-752f-4a70-b228-7a0dcddfa5a3\"], \"total_duration\": 8126.0, \"total_sessions\": 11, \"mean_week_duration\": 39.447}, \"1159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-26 19:27:11.000000+00:00\", \"2020-09-06 02:27:23.000000+00:00\"], \"session_ids\": [\"d622c0ec-e756-457c-91dc-6ceeb77a3ae2\", \"56dc9469-3472-4e76-a4a3-8dc8c0fc6b98\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.553}, \"64693\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-05-18 22:44:16.000000+00:00\", \"2019-03-11 12:18:23.000000+00:00\", \"2020-01-03 04:17:52.000000+00:00\", \"2021-08-22 17:11:27.000000+00:00\"], \"session_ids\": [\"dfa107ed-39f3-4132-9df4-3be458fb6966\", \"2590ffc9-fc12-4c6e-94df-8fdfee83b21a\", \"4bcfc538-72f5-4f8b-b784-b7f72afa4d24\", \"81868167-06ba-48a9-ad8b-f759dab2f2c0\"], \"total_duration\": 93.0, \"total_sessions\": 4, \"mean_week_duration\": 0.425}, \"27390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-28 04:00:09.000000+00:00\", \"2023-03-27 01:01:18.000000+00:00\", \"2022-06-30 12:31:42.000000+00:00\", \"2023-05-31 19:07:49.000000+00:00\"], \"session_ids\": [\"31935beb-0e10-4e7c-96ea-489f529ab4ba\", \"3746d634-eda4-4dcd-b67f-06066da72438\", \"f03b393d-209f-4908-a713-fd9cef10f2ce\", \"fa74a0cc-87fa-490a-a6e8-05b5c574b5f5\"], \"total_duration\": 144.0, \"total_sessions\": 4, \"mean_week_duration\": 0.716}}\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[{\"73171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-02 08:29:44.000000+00:00\", \"2020-09-06 08:11:46.000000+00:00\", \"2019-09-06 12:18:45.000000+00:00\", \"2021-01-27 21:58:36.000000+00:00\", \"2023-01-23 09:37:54.000000+00:00\"], \"session_ids\": [\"b7d7530a-457c-4c5c-9e92-16b0af0df016\", \"30b3fe57-bd92-4ac5-9abb-2ed7db884e6b\", \"9c3b0b70-72d4-4ccb-93eb-31cde431361b\", \"722dfdc9-ddf7-447b-80f4-516e497b7d7f\", \"a62ba0f6-40a6-4718-93f2-4577ce9fd173\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.282}}, {\"64693\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-05-18 22:44:16.000000+00:00\", \"2019-03-11 12:18:23.000000+00:00\", \"2020-01-03 04:17:52.000000+00:00\", \"2021-08-22 17:11:27.000000+00:00\"], \"session_ids\": [\"dfa107ed-39f3-4132-9df4-3be458fb6966\", \"2590ffc9-fc12-4c6e-94df-8fdfee83b21a\", \"4bcfc538-72f5-4f8b-b784-b7f72afa4d24\", \"81868167-06ba-48a9-ad8b-f759dab2f2c0\"], \"total_duration\": 93.0, \"total_sessions\": 4, \"mean_week_duration\": 0.425}}, {\"27390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-28 04:00:09.000000+00:00\", \"2023-03-27 01:01:18.000000+00:00\", \"2022-06-30 12:31:42.000000+00:00\", \"2023-05-31 19:07:49.000000+00:00\"], \"session_ids\": [\"31935beb-0e10-4e7c-96ea-489f529ab4ba\", \"3746d634-eda4-4dcd-b67f-06066da72438\", \"f03b393d-209f-4908-a713-fd9cef10f2ce\", \"fa74a0cc-87fa-490a-a6e8-05b5c574b5f5\"], \"total_duration\": 144.0, \"total_sessions\": 4, \"mean_week_duration\": 0.716}}, {\"22807\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-04-10 16:58:33.000000+00:00\", \"2021-01-20 10:27:57.000000+00:00\"], \"session_ids\": [\"9e92e606-b029-4f54-a56e-98d761153dde\", \"95b7c848-0964-4d24-b16d-e3e3dccf943f\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.448}}, {\"1159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-26 19:27:11.000000+00:00\", \"2020-09-06 02:27:23.000000+00:00\"], \"session_ids\": [\"d622c0ec-e756-457c-91dc-6ceeb77a3ae2\", \"56dc9469-3472-4e76-a4a3-8dc8c0fc6b98\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.553}}, {\"59506\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-05 17:59:28.000000+00:00\", \"2023-02-04 21:26:04.000000+00:00\"], \"session_ids\": [\"64cd35b8-ec28-415b-a4f4-88709235d677\", \"27bc678a-af31-48fc-a731-6ca5b8b35f04\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 8.889}}, {\"59804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-03 12:48:45.000000+00:00\", \"2019-06-02 15:00:03.000000+00:00\", \"2021-04-02 19:12:11.000000+00:00\", \"2022-12-10 17:40:13.000000+00:00\", \"2020-08-19 09:37:35.000000+00:00\", \"2019-01-11 12:32:35.000000+00:00\"], \"session_ids\": [\"0d4425af-8a94-4b6d-90c7-6162aad776b6\", \"1b3ba8c6-67fc-48c9-ba61-92110123ea99\", \"c62ac7a1-c01f-43ce-ac3c-8213e49ce7d0\", \"1aa1e11a-fd6d-466e-ab19-e986252aac20\", \"7935aeea-583a-46c8-b765-97340a964a4e\", \"941b1752-0428-4c2b-90b0-1780c62b901e\"], \"total_duration\": 2954.0, \"total_sessions\": 6, \"mean_week_duration\": 14.41}}, {\"83481\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-16 21:15:02.000000+00:00\", \"2023-01-22 02:09:45.000000+00:00\"], \"session_ids\": [\"27c40113-0556-4119-90d8-1f58d7b27aa6\", \"329e2b74-4867-4067-a8ae-50743683ba52\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 14.688}}, {\"84930\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-23 01:11:54.000000+00:00\", \"2020-10-05 14:13:23.000000+00:00\", \"2021-01-13 11:14:05.000000+00:00\"], \"session_ids\": [\"6bfa356d-5a61-45df-b12a-622e4a15e6ff\", \"2f4cea0b-b411-4d82-8d9d-6c65570fec0e\", \"9ceb1e35-cec2-407d-be7f-086287334982\"], \"total_duration\": 889.0, \"total_sessions\": 3, \"mean_week_duration\": 15.068}}, {\"20572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-10-11 01:09:16.000000+00:00\", \"2019-07-06 16:08:57.000000+00:00\", \"2019-08-10 01:28:15.000000+00:00\", \"2021-12-14 16:53:18.000000+00:00\", \"2022-10-10 18:05:05.000000+00:00\", \"2020-08-25 20:41:29.000000+00:00\", \"2021-11-23 09:14:57.000000+00:00\", \"2019-07-28 18:07:47.000000+00:00\", \"2023-06-15 10:14:14.000000+00:00\", \"2020-11-28 10:24:22.000000+00:00\", \"2021-12-09 23:00:06.000000+00:00\"], \"session_ids\": [\"5dce23f6-76a2-42f1-bcfd-dcc4c40ca74c\", \"2664c594-ece2-4728-a49a-870bd9ba0e3d\", \"34e8ed05-07b8-45ee-8546-1024726bb420\", \"d1166415-cd53-4830-b52c-dc8dbfee9d06\", \"57468ccb-91cc-4e31-97e7-2f9c53ec3092\", \"efd9d852-b09f-48eb-8270-704802d0fc72\", \"7ea6bb76-627c-4cbd-af3e-2ffe18606226\", \"d6028a66-86c6-43fe-a86a-32220aa3a1e0\", \"6858fedd-596e-45a7-b84c-c578cb7efd2b\", \"dca6fdb8-e95e-40cb-b6d5-b63281396f0a\", \"02d97121-752f-4a70-b228-7a0dcddfa5a3\"], \"total_duration\": 8126.0, \"total_sessions\": 11, \"mean_week_duration\": 39.447}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"73171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-02 08:29:44.000000+00:00\", \"2020-09-06 08:11:46.000000+00:00\", \"2019-09-06 12:18:45.000000+00:00\", \"2021-01-27 21:58:36.000000+00:00\", \"2023-01-23 09:37:54.000000+00:00\"], \"session_ids\": [\"b7d7530a-457c-4c5c-9e92-16b0af0df016\", \"30b3fe57-bd92-4ac5-9abb-2ed7db884e6b\", \"9c3b0b70-72d4-4ccb-93eb-31cde431361b\", \"722dfdc9-ddf7-447b-80f4-516e497b7d7f\", \"a62ba0f6-40a6-4718-93f2-4577ce9fd173\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.282}}, {\"64693\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-05-18 22:44:16.000000+00:00\", \"2019-03-11 12:18:23.000000+00:00\", \"2020-01-03 04:17:52.000000+00:00\", \"2021-08-22 17:11:27.000000+00:00\"], \"session_ids\": [\"dfa107ed-39f3-4132-9df4-3be458fb6966\", \"2590ffc9-fc12-4c6e-94df-8fdfee83b21a\", \"4bcfc538-72f5-4f8b-b784-b7f72afa4d24\", \"81868167-06ba-48a9-ad8b-f759dab2f2c0\"], \"total_duration\": 93.0, \"total_sessions\": 4, \"mean_week_duration\": 0.425}}]\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[{\"73171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-02 08:29:44.000000+00:00\", \"2020-09-06 08:11:46.000000+00:00\", \"2019-09-06 12:18:45.000000+00:00\", \"2021-01-27 21:58:36.000000+00:00\", \"2023-01-23 09:37:54.000000+00:00\"], \"session_ids\": [\"b7d7530a-457c-4c5c-9e92-16b0af0df016\", \"30b3fe57-bd92-4ac5-9abb-2ed7db884e6b\", \"9c3b0b70-72d4-4ccb-93eb-31cde431361b\", \"722dfdc9-ddf7-447b-80f4-516e497b7d7f\", \"a62ba0f6-40a6-4718-93f2-4577ce9fd173\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.282}}, {\"64693\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-05-18 22:44:16.000000+00:00\", \"2019-03-11 12:18:23.000000+00:00\", \"2020-01-03 04:17:52.000000+00:00\", \"2021-08-22 17:11:27.000000+00:00\"], \"session_ids\": [\"dfa107ed-39f3-4132-9df4-3be458fb6966\", \"2590ffc9-fc12-4c6e-94df-8fdfee83b21a\", \"4bcfc538-72f5-4f8b-b784-b7f72afa4d24\", \"81868167-06ba-48a9-ad8b-f759dab2f2c0\"], \"total_duration\": 93.0, \"total_sessions\": 4, \"mean_week_duration\": 0.425}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 8 users whose cities are not Santiago, Cape Town in addition perform sorting by app usage time per week form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54780\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-24 07:34:57.000000+00:00\", \"2022-08-11 10:52:09.000000+00:00\"], \"session_ids\": [\"8f975f5d-333c-4d39-a566-00b7bcd8b80c\", \"84311c48-0739-4a7d-a802-295e8e3ad050\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.688}, \"69927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-01-14 00:28:21.000000+00:00\", \"2022-05-31 18:06:36.000000+00:00\", \"2022-04-07 10:08:38.000000+00:00\", \"2020-12-11 17:44:42.000000+00:00\", \"2020-05-14 01:45:18.000000+00:00\"], \"session_ids\": [\"a2444264-ea41-405f-80a2-81eda51a3311\", \"4249506f-6d0f-408c-aa2b-8a85e58c4856\", \"846a35b8-07bd-47a3-bb18-0a9f4b708a5a\", \"851117b0-0c36-4167-9234-7f83744eee28\", \"78e01412-9a2e-47e1-8045-73f6321a8672\"], \"total_duration\": 296.0, \"total_sessions\": 5, \"mean_week_duration\": 2.114}, \"19576\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-04 17:50:46.000000+00:00\", \"2021-10-21 22:14:00.000000+00:00\", \"2021-12-02 13:56:12.000000+00:00\"], \"session_ids\": [\"2c4982d1-6525-4d94-a404-c7e06e99ce7f\", \"1e16e7b4-8963-48cc-ad1b-68fbf7e611e8\", \"ef136070-29dd-43a4-a7e0-d2bb9143f6cb\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 14.343}, \"31852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-25 05:42:02.000000+00:00\", \"2020-11-15 19:26:07.000000+00:00\", \"2022-12-22 10:25:14.000000+00:00\", \"2020-07-17 19:52:58.000000+00:00\"], \"session_ids\": [\"f7d7ac07-5140-4ae2-9e19-6d8c234ae2af\", \"b73d54d8-55c7-477d-8616-b1b465227a13\", \"777a3908-ed2f-4ed7-84f2-0f60306b5c83\", \"70cd242f-3ee6-4fc8-8216-2dca0e604124\"], \"total_duration\": 1616.0, \"total_sessions\": 4, \"mean_week_duration\": 12.242}, \"50580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-15 10:50:39.000000+00:00\", \"2022-05-26 12:05:01.000000+00:00\"], \"session_ids\": [\"1174193b-fdee-435e-80d0-f9b6d11d9214\", \"64a0364b-33ba-458d-9abb-cfbba3cb7de0\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.176}, \"86285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-20 15:00:03.000000+00:00\", \"2020-09-14 17:42:03.000000+00:00\", \"2021-04-14 15:52:25.000000+00:00\", \"2020-02-28 14:45:19.000000+00:00\", \"2020-05-22 10:24:59.000000+00:00\", \"2023-05-20 07:49:01.000000+00:00\"], \"session_ids\": [\"f0c21a54-a9d9-4d2c-ba42-25384de74f19\", \"e9e38eb2-a397-4a6b-8138-9d455f490075\", \"e50c01e4-8812-4856-b555-dd1498099d44\", \"5a696f88-d1b3-4c00-9edf-08b93320a55f\", \"d098aa2b-3b4e-44fc-8017-866776e88320\", \"858dd8e6-b37b-48fd-8b7a-b320a779aad0\"], \"total_duration\": 4888.0, \"total_sessions\": 6, \"mean_week_duration\": 29.095}, \"43949\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-11 14:25:37.000000+00:00\", \"2022-10-24 23:41:44.000000+00:00\"], \"session_ids\": [\"0363380a-f0c6-47e4-b708-6740041deae1\", \"c5a0bb78-f460-4ea9-96a9-1684eba30c16\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 2.161}, \"39480\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-26 22:56:00.000000+00:00\", \"2020-10-18 23:56:04.000000+00:00\"], \"session_ids\": [\"1ddbad97-a6a7-403f-b60a-537ebd44b391\", \"8dbe64df-e0bd-4bae-8a92-22f37e93da96\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 271.0}, \"63938\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-16 10:59:27.000000+00:00\", \"2020-06-26 23:51:28.000000+00:00\"], \"session_ids\": [\"c98c8c67-69a8-49b4-adfc-0a727092d7ca\", \"fa8ec9a8-590d-4819-ba35-d58a68d90902\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}, \"16007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-26 21:57:59.000000+00:00\", \"2022-07-23 23:36:43.000000+00:00\", \"2019-07-19 17:30:26.000000+00:00\"], \"session_ids\": [\"8aa90251-d199-4f38-90bd-e0e1c330d93e\", \"a23b5fa1-3cd9-46a9-9174-972096bbe2c1\", \"78bc6896-7fff-4d14-a52f-7ad288bde0fc\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 0.977}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Santiago, Cape Town"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Santiago\", \"Cape Town\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54780\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-24 07:34:57.000000+00:00\", \"2022-08-11 10:52:09.000000+00:00\"], \"session_ids\": [\"8f975f5d-333c-4d39-a566-00b7bcd8b80c\", \"84311c48-0739-4a7d-a802-295e8e3ad050\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.688}, \"69927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-01-14 00:28:21.000000+00:00\", \"2022-05-31 18:06:36.000000+00:00\", \"2022-04-07 10:08:38.000000+00:00\", \"2020-12-11 17:44:42.000000+00:00\", \"2020-05-14 01:45:18.000000+00:00\"], \"session_ids\": [\"a2444264-ea41-405f-80a2-81eda51a3311\", \"4249506f-6d0f-408c-aa2b-8a85e58c4856\", \"846a35b8-07bd-47a3-bb18-0a9f4b708a5a\", \"851117b0-0c36-4167-9234-7f83744eee28\", \"78e01412-9a2e-47e1-8045-73f6321a8672\"], \"total_duration\": 296.0, \"total_sessions\": 5, \"mean_week_duration\": 2.114}, \"19576\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-04 17:50:46.000000+00:00\", \"2021-10-21 22:14:00.000000+00:00\", \"2021-12-02 13:56:12.000000+00:00\"], \"session_ids\": [\"2c4982d1-6525-4d94-a404-c7e06e99ce7f\", \"1e16e7b4-8963-48cc-ad1b-68fbf7e611e8\", \"ef136070-29dd-43a4-a7e0-d2bb9143f6cb\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 14.343}, \"31852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-25 05:42:02.000000+00:00\", \"2020-11-15 19:26:07.000000+00:00\", \"2022-12-22 10:25:14.000000+00:00\", \"2020-07-17 19:52:58.000000+00:00\"], \"session_ids\": [\"f7d7ac07-5140-4ae2-9e19-6d8c234ae2af\", \"b73d54d8-55c7-477d-8616-b1b465227a13\", \"777a3908-ed2f-4ed7-84f2-0f60306b5c83\", \"70cd242f-3ee6-4fc8-8216-2dca0e604124\"], \"total_duration\": 1616.0, \"total_sessions\": 4, \"mean_week_duration\": 12.242}, \"50580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-15 10:50:39.000000+00:00\", \"2022-05-26 12:05:01.000000+00:00\"], \"session_ids\": [\"1174193b-fdee-435e-80d0-f9b6d11d9214\", \"64a0364b-33ba-458d-9abb-cfbba3cb7de0\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.176}, \"86285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-20 15:00:03.000000+00:00\", \"2020-09-14 17:42:03.000000+00:00\", \"2021-04-14 15:52:25.000000+00:00\", \"2020-02-28 14:45:19.000000+00:00\", \"2020-05-22 10:24:59.000000+00:00\", \"2023-05-20 07:49:01.000000+00:00\"], \"session_ids\": [\"f0c21a54-a9d9-4d2c-ba42-25384de74f19\", \"e9e38eb2-a397-4a6b-8138-9d455f490075\", \"e50c01e4-8812-4856-b555-dd1498099d44\", \"5a696f88-d1b3-4c00-9edf-08b93320a55f\", \"d098aa2b-3b4e-44fc-8017-866776e88320\", \"858dd8e6-b37b-48fd-8b7a-b320a779aad0\"], \"total_duration\": 4888.0, \"total_sessions\": 6, \"mean_week_duration\": 29.095}, \"43949\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-11 14:25:37.000000+00:00\", \"2022-10-24 23:41:44.000000+00:00\"], \"session_ids\": [\"0363380a-f0c6-47e4-b708-6740041deae1\", \"c5a0bb78-f460-4ea9-96a9-1684eba30c16\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 2.161}, \"39480\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-26 22:56:00.000000+00:00\", \"2020-10-18 23:56:04.000000+00:00\"], \"session_ids\": [\"1ddbad97-a6a7-403f-b60a-537ebd44b391\", \"8dbe64df-e0bd-4bae-8a92-22f37e93da96\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 271.0}, \"63938\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-16 10:59:27.000000+00:00\", \"2020-06-26 23:51:28.000000+00:00\"], \"session_ids\": [\"c98c8c67-69a8-49b4-adfc-0a727092d7ca\", \"fa8ec9a8-590d-4819-ba35-d58a68d90902\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}, \"16007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-26 21:57:59.000000+00:00\", \"2022-07-23 23:36:43.000000+00:00\", \"2019-07-19 17:30:26.000000+00:00\"], \"session_ids\": [\"8aa90251-d199-4f38-90bd-e0e1c330d93e\", \"a23b5fa1-3cd9-46a9-9174-972096bbe2c1\", \"78bc6896-7fff-4d14-a52f-7ad288bde0fc\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 0.977}}\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[{\"39480\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-26 22:56:00.000000+00:00\", \"2020-10-18 23:56:04.000000+00:00\"], \"session_ids\": [\"1ddbad97-a6a7-403f-b60a-537ebd44b391\", \"8dbe64df-e0bd-4bae-8a92-22f37e93da96\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 271.0}}, {\"86285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-20 15:00:03.000000+00:00\", \"2020-09-14 17:42:03.000000+00:00\", \"2021-04-14 15:52:25.000000+00:00\", \"2020-02-28 14:45:19.000000+00:00\", \"2020-05-22 10:24:59.000000+00:00\", \"2023-05-20 07:49:01.000000+00:00\"], \"session_ids\": [\"f0c21a54-a9d9-4d2c-ba42-25384de74f19\", \"e9e38eb2-a397-4a6b-8138-9d455f490075\", \"e50c01e4-8812-4856-b555-dd1498099d44\", \"5a696f88-d1b3-4c00-9edf-08b93320a55f\", \"d098aa2b-3b4e-44fc-8017-866776e88320\", \"858dd8e6-b37b-48fd-8b7a-b320a779aad0\"], \"total_duration\": 4888.0, \"total_sessions\": 6, \"mean_week_duration\": 29.095}}, {\"19576\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-04 17:50:46.000000+00:00\", \"2021-10-21 22:14:00.000000+00:00\", \"2021-12-02 13:56:12.000000+00:00\"], \"session_ids\": [\"2c4982d1-6525-4d94-a404-c7e06e99ce7f\", \"1e16e7b4-8963-48cc-ad1b-68fbf7e611e8\", \"ef136070-29dd-43a4-a7e0-d2bb9143f6cb\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 14.343}}, {\"31852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-25 05:42:02.000000+00:00\", \"2020-11-15 19:26:07.000000+00:00\", \"2022-12-22 10:25:14.000000+00:00\", \"2020-07-17 19:52:58.000000+00:00\"], \"session_ids\": [\"f7d7ac07-5140-4ae2-9e19-6d8c234ae2af\", \"b73d54d8-55c7-477d-8616-b1b465227a13\", \"777a3908-ed2f-4ed7-84f2-0f60306b5c83\", \"70cd242f-3ee6-4fc8-8216-2dca0e604124\"], \"total_duration\": 1616.0, \"total_sessions\": 4, \"mean_week_duration\": 12.242}}, {\"54780\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-24 07:34:57.000000+00:00\", \"2022-08-11 10:52:09.000000+00:00\"], \"session_ids\": [\"8f975f5d-333c-4d39-a566-00b7bcd8b80c\", \"84311c48-0739-4a7d-a802-295e8e3ad050\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.688}}, {\"43949\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-11 14:25:37.000000+00:00\", \"2022-10-24 23:41:44.000000+00:00\"], \"session_ids\": [\"0363380a-f0c6-47e4-b708-6740041deae1\", \"c5a0bb78-f460-4ea9-96a9-1684eba30c16\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 2.161}}, {\"69927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-01-14 00:28:21.000000+00:00\", \"2022-05-31 18:06:36.000000+00:00\", \"2022-04-07 10:08:38.000000+00:00\", \"2020-12-11 17:44:42.000000+00:00\", \"2020-05-14 01:45:18.000000+00:00\"], \"session_ids\": [\"a2444264-ea41-405f-80a2-81eda51a3311\", \"4249506f-6d0f-408c-aa2b-8a85e58c4856\", \"846a35b8-07bd-47a3-bb18-0a9f4b708a5a\", \"851117b0-0c36-4167-9234-7f83744eee28\", \"78e01412-9a2e-47e1-8045-73f6321a8672\"], \"total_duration\": 296.0, \"total_sessions\": 5, \"mean_week_duration\": 2.114}}, {\"16007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-26 21:57:59.000000+00:00\", \"2022-07-23 23:36:43.000000+00:00\", \"2019-07-19 17:30:26.000000+00:00\"], \"session_ids\": [\"8aa90251-d199-4f38-90bd-e0e1c330d93e\", \"a23b5fa1-3cd9-46a9-9174-972096bbe2c1\", \"78bc6896-7fff-4d14-a52f-7ad288bde0fc\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 0.977}}, {\"63938\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-16 10:59:27.000000+00:00\", \"2020-06-26 23:51:28.000000+00:00\"], \"session_ids\": [\"c98c8c67-69a8-49b4-adfc-0a727092d7ca\", \"fa8ec9a8-590d-4819-ba35-d58a68d90902\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}}, {\"50580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-15 10:50:39.000000+00:00\", \"2022-05-26 12:05:01.000000+00:00\"], \"session_ids\": [\"1174193b-fdee-435e-80d0-f9b6d11d9214\", \"64a0364b-33ba-458d-9abb-cfbba3cb7de0\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.176}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39480\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-26 22:56:00.000000+00:00\", \"2020-10-18 23:56:04.000000+00:00\"], \"session_ids\": [\"1ddbad97-a6a7-403f-b60a-537ebd44b391\", \"8dbe64df-e0bd-4bae-8a92-22f37e93da96\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 271.0}}, {\"86285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-20 15:00:03.000000+00:00\", \"2020-09-14 17:42:03.000000+00:00\", \"2021-04-14 15:52:25.000000+00:00\", \"2020-02-28 14:45:19.000000+00:00\", \"2020-05-22 10:24:59.000000+00:00\", \"2023-05-20 07:49:01.000000+00:00\"], \"session_ids\": [\"f0c21a54-a9d9-4d2c-ba42-25384de74f19\", \"e9e38eb2-a397-4a6b-8138-9d455f490075\", \"e50c01e4-8812-4856-b555-dd1498099d44\", \"5a696f88-d1b3-4c00-9edf-08b93320a55f\", \"d098aa2b-3b4e-44fc-8017-866776e88320\", \"858dd8e6-b37b-48fd-8b7a-b320a779aad0\"], \"total_duration\": 4888.0, \"total_sessions\": 6, \"mean_week_duration\": 29.095}}, {\"19576\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-04 17:50:46.000000+00:00\", \"2021-10-21 22:14:00.000000+00:00\", \"2021-12-02 13:56:12.000000+00:00\"], \"session_ids\": [\"2c4982d1-6525-4d94-a404-c7e06e99ce7f\", \"1e16e7b4-8963-48cc-ad1b-68fbf7e611e8\", \"ef136070-29dd-43a4-a7e0-d2bb9143f6cb\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 14.343}}, {\"31852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-25 05:42:02.000000+00:00\", \"2020-11-15 19:26:07.000000+00:00\", \"2022-12-22 10:25:14.000000+00:00\", \"2020-07-17 19:52:58.000000+00:00\"], \"session_ids\": [\"f7d7ac07-5140-4ae2-9e19-6d8c234ae2af\", \"b73d54d8-55c7-477d-8616-b1b465227a13\", \"777a3908-ed2f-4ed7-84f2-0f60306b5c83\", \"70cd242f-3ee6-4fc8-8216-2dca0e604124\"], \"total_duration\": 1616.0, \"total_sessions\": 4, \"mean_week_duration\": 12.242}}, {\"54780\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-24 07:34:57.000000+00:00\", \"2022-08-11 10:52:09.000000+00:00\"], \"session_ids\": [\"8f975f5d-333c-4d39-a566-00b7bcd8b80c\", \"84311c48-0739-4a7d-a802-295e8e3ad050\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.688}}, {\"43949\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-11 14:25:37.000000+00:00\", \"2022-10-24 23:41:44.000000+00:00\"], \"session_ids\": [\"0363380a-f0c6-47e4-b708-6740041deae1\", \"c5a0bb78-f460-4ea9-96a9-1684eba30c16\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 2.161}}, {\"69927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-01-14 00:28:21.000000+00:00\", \"2022-05-31 18:06:36.000000+00:00\", \"2022-04-07 10:08:38.000000+00:00\", \"2020-12-11 17:44:42.000000+00:00\", \"2020-05-14 01:45:18.000000+00:00\"], \"session_ids\": [\"a2444264-ea41-405f-80a2-81eda51a3311\", \"4249506f-6d0f-408c-aa2b-8a85e58c4856\", \"846a35b8-07bd-47a3-bb18-0a9f4b708a5a\", \"851117b0-0c36-4167-9234-7f83744eee28\", \"78e01412-9a2e-47e1-8045-73f6321a8672\"], \"total_duration\": 296.0, \"total_sessions\": 5, \"mean_week_duration\": 2.114}}, {\"16007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-26 21:57:59.000000+00:00\", \"2022-07-23 23:36:43.000000+00:00\", \"2019-07-19 17:30:26.000000+00:00\"], \"session_ids\": [\"8aa90251-d199-4f38-90bd-e0e1c330d93e\", \"a23b5fa1-3cd9-46a9-9174-972096bbe2c1\", \"78bc6896-7fff-4d14-a52f-7ad288bde0fc\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 0.977}}]\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[{\"39480\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-26 22:56:00.000000+00:00\", \"2020-10-18 23:56:04.000000+00:00\"], \"session_ids\": [\"1ddbad97-a6a7-403f-b60a-537ebd44b391\", \"8dbe64df-e0bd-4bae-8a92-22f37e93da96\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 271.0}}, {\"86285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-20 15:00:03.000000+00:00\", \"2020-09-14 17:42:03.000000+00:00\", \"2021-04-14 15:52:25.000000+00:00\", \"2020-02-28 14:45:19.000000+00:00\", \"2020-05-22 10:24:59.000000+00:00\", \"2023-05-20 07:49:01.000000+00:00\"], \"session_ids\": [\"f0c21a54-a9d9-4d2c-ba42-25384de74f19\", \"e9e38eb2-a397-4a6b-8138-9d455f490075\", \"e50c01e4-8812-4856-b555-dd1498099d44\", \"5a696f88-d1b3-4c00-9edf-08b93320a55f\", \"d098aa2b-3b4e-44fc-8017-866776e88320\", \"858dd8e6-b37b-48fd-8b7a-b320a779aad0\"], \"total_duration\": 4888.0, \"total_sessions\": 6, \"mean_week_duration\": 29.095}}, {\"19576\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-04 17:50:46.000000+00:00\", \"2021-10-21 22:14:00.000000+00:00\", \"2021-12-02 13:56:12.000000+00:00\"], \"session_ids\": [\"2c4982d1-6525-4d94-a404-c7e06e99ce7f\", \"1e16e7b4-8963-48cc-ad1b-68fbf7e611e8\", \"ef136070-29dd-43a4-a7e0-d2bb9143f6cb\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 14.343}}, {\"31852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-25 05:42:02.000000+00:00\", \"2020-11-15 19:26:07.000000+00:00\", \"2022-12-22 10:25:14.000000+00:00\", \"2020-07-17 19:52:58.000000+00:00\"], \"session_ids\": [\"f7d7ac07-5140-4ae2-9e19-6d8c234ae2af\", \"b73d54d8-55c7-477d-8616-b1b465227a13\", \"777a3908-ed2f-4ed7-84f2-0f60306b5c83\", \"70cd242f-3ee6-4fc8-8216-2dca0e604124\"], \"total_duration\": 1616.0, \"total_sessions\": 4, \"mean_week_duration\": 12.242}}, {\"54780\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-24 07:34:57.000000+00:00\", \"2022-08-11 10:52:09.000000+00:00\"], \"session_ids\": [\"8f975f5d-333c-4d39-a566-00b7bcd8b80c\", \"84311c48-0739-4a7d-a802-295e8e3ad050\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.688}}, {\"43949\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-11 14:25:37.000000+00:00\", \"2022-10-24 23:41:44.000000+00:00\"], \"session_ids\": [\"0363380a-f0c6-47e4-b708-6740041deae1\", \"c5a0bb78-f460-4ea9-96a9-1684eba30c16\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 2.161}}, {\"69927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-01-14 00:28:21.000000+00:00\", \"2022-05-31 18:06:36.000000+00:00\", \"2022-04-07 10:08:38.000000+00:00\", \"2020-12-11 17:44:42.000000+00:00\", \"2020-05-14 01:45:18.000000+00:00\"], \"session_ids\": [\"a2444264-ea41-405f-80a2-81eda51a3311\", \"4249506f-6d0f-408c-aa2b-8a85e58c4856\", \"846a35b8-07bd-47a3-bb18-0a9f4b708a5a\", \"851117b0-0c36-4167-9234-7f83744eee28\", \"78e01412-9a2e-47e1-8045-73f6321a8672\"], \"total_duration\": 296.0, \"total_sessions\": 5, \"mean_week_duration\": 2.114}}, {\"16007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-26 21:57:59.000000+00:00\", \"2022-07-23 23:36:43.000000+00:00\", \"2019-07-19 17:30:26.000000+00:00\"], \"session_ids\": [\"8aa90251-d199-4f38-90bd-e0e1c330d93e\", \"a23b5fa1-3cd9-46a9-9174-972096bbe2c1\", \"78bc6896-7fff-4d14-a52f-7ad288bde0fc\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 0.977}}]\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 3 users with a total_duration that is higher than 1920 and lower than 2751 , moreover sort by city naming in descending order , moreover save only 4 entries."
}
] |
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