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{\"26560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-17 07:50:01.000000+00:00\", \"2023-05-02 19:43:05.000000+00:00\", \"2022-02-23 07:02:30.000000+00:00\", \"2021-09-17 05:01:38.000000+00:00\"], \"session_ids\": [\"283b11c4-2444-4181-a2e1-a0d9ee0fd313\", \"0dca110e-bd86-4783-801e-f2a447ee3f41\", \"d4190010-fa7a-4a96-af38-2394e1d398d3\", \"1e31b8b4-ffef-4d68-8c00-093828de2dc4\"], \"total_duration\": 1872.0, \"total_sessions\": 4, \"mean_week_duration\": 22.024}, \"21346\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-06 09:33:11.000000+00:00\", \"2022-12-17 12:32:24.000000+00:00\"], \"session_ids\": [\"eac46154-b2a1-4d4b-a520-5e4d6b870cb9\", \"3cb15ddc-ef4c-4223-a525-053307d7d2bc\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 10.333}, \"74694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-23 17:28:30.000000+00:00\", \"2019-05-11 11:03:09.000000+00:00\"], \"session_ids\": [\"86e60775-07ca-4f12-b080-77d923d78cf9\", \"9127a043-0376-46a4-a70f-cc6bc0b2510b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.387}, \"93687\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-11 07:36:32.000000+00:00\", \"2021-10-26 22:43:42.000000+00:00\"], \"session_ids\": [\"03cca637-a2d5-4df4-bbd4-0ae8adef5829\", \"e803cf1a-7503-45d8-b0c5-ee3b1212c48a\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.655}, \"26617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-12 07:30:54.000000+00:00\", \"2019-09-28 19:46:10.000000+00:00\"], \"session_ids\": [\"b6af7a72-6034-43f8-8139-5d4198fb8da1\", \"e2f5d68b-4bf5-4de5-a9de-e5b0493f163b\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 71.0}, \"58030\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-02 02:30:50.000000+00:00\", \"2019-04-19 17:35:51.000000+00:00\", \"2023-06-28 17:28:37.000000+00:00\", \"2021-04-08 14:02:10.000000+00:00\"], \"session_ids\": [\"6014198d-c3b9-4288-ba33-4eb72008077b\", \"33a79636-b8e2-4c3e-89b4-8f222d7667b0\", \"1a15a045-527e-4a98-896f-35fbd87227d0\", \"1608f5c7-f34d-4635-acb6-7548b8f1f867\"], \"total_duration\": 992.0, \"total_sessions\": 4, \"mean_week_duration\": 4.53}, \"38675\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-01-04 07:27:42.000000+00:00\", \"2021-03-13 08:36:10.000000+00:00\"], \"session_ids\": [\"4af90170-aa99-4f10-856d-b0d2cb33a87b\", \"8e11de34-f1e5-42b3-a33a-d13c581af1d4\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"17568\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-27 17:59:26.000000+00:00\", \"2019-01-07 21:46:17.000000+00:00\", \"2019-03-29 09:31:09.000000+00:00\", \"2019-10-29 17:33:07.000000+00:00\", \"2021-06-22 14:30:53.000000+00:00\", \"2019-04-18 07:53:49.000000+00:00\", \"2022-01-05 04:34:44.000000+00:00\", \"2019-04-17 15:40:39.000000+00:00\", \"2021-12-02 12:40:43.000000+00:00\", \"2022-10-02 22:10:31.000000+00:00\", \"2021-07-12 08:07:11.000000+00:00\"], \"session_ids\": [\"f6c34f86-d97c-45d2-8c2b-9ba8ebb0025b\", \"05487caf-5fe1-429b-8afe-aff684b16524\", \"7109f105-773a-49f6-91b9-03fd2c6e862d\", \"a33048d2-2e4e-4d7a-b83f-76963e030f5c\", \"e12bd88d-edbe-4349-a459-9f0f28b63f20\", \"8336ecd9-81a0-4a7a-b38a-ad21f43c64d9\", \"637abecc-0096-4f09-88c6-8ce11d3b6ac3\", \"ce201c2b-3f38-48d9-bad4-ec187ce79763\", \"235ce867-5d1c-4fc4-bf2c-69a7bca68838\", \"97e74957-0e0d-406e-8bf9-4800a834e136\", \"c969d702-94d0-4b1b-8c9e-566d31228f7f\"], \"total_duration\": 12840.0, \"total_sessions\": 11, \"mean_week_duration\": 65.846}, \"14569\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-03 17:08:54.000000+00:00\", \"2023-03-04 00:07:56.000000+00:00\", \"2022-03-29 17:16:06.000000+00:00\"], \"session_ids\": [\"a718c2d8-5e2b-411a-8bc2-ab32130d7b63\", \"a4cca030-5f85-40f5-9ef5-27509b443497\", \"0afc7992-fbde-4f4f-bd17-3a50df7ecfd4\"], \"total_duration\": 774.0, \"total_sessions\": 3, \"mean_week_duration\": 4.553}, \"97581\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-06 19:00:17.000000+00:00\", \"2020-11-02 13:10:42.000000+00:00\", \"2021-10-14 22:36:34.000000+00:00\"], \"session_ids\": [\"35edf593-9b28-4829-af3f-0d4d708eda47\", \"6d5fead8-1274-49ff-973d-4631c1254d90\", \"086c1432-b723-496a-abe0-ee662e59921e\"], \"total_duration\": 966.0, \"total_sessions\": 3, \"mean_week_duration\": 11.639}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Belize City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Belize City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-17 07:50:01.000000+00:00\", \"2023-05-02 19:43:05.000000+00:00\", \"2022-02-23 07:02:30.000000+00:00\", \"2021-09-17 05:01:38.000000+00:00\"], \"session_ids\": [\"283b11c4-2444-4181-a2e1-a0d9ee0fd313\", \"0dca110e-bd86-4783-801e-f2a447ee3f41\", \"d4190010-fa7a-4a96-af38-2394e1d398d3\", \"1e31b8b4-ffef-4d68-8c00-093828de2dc4\"], \"total_duration\": 1872.0, \"total_sessions\": 4, \"mean_week_duration\": 22.024}, \"21346\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-06 09:33:11.000000+00:00\", \"2022-12-17 12:32:24.000000+00:00\"], \"session_ids\": [\"eac46154-b2a1-4d4b-a520-5e4d6b870cb9\", \"3cb15ddc-ef4c-4223-a525-053307d7d2bc\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 10.333}, \"74694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-23 17:28:30.000000+00:00\", \"2019-05-11 11:03:09.000000+00:00\"], \"session_ids\": [\"86e60775-07ca-4f12-b080-77d923d78cf9\", \"9127a043-0376-46a4-a70f-cc6bc0b2510b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.387}, \"93687\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-11 07:36:32.000000+00:00\", \"2021-10-26 22:43:42.000000+00:00\"], \"session_ids\": [\"03cca637-a2d5-4df4-bbd4-0ae8adef5829\", \"e803cf1a-7503-45d8-b0c5-ee3b1212c48a\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.655}, \"26617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-12 07:30:54.000000+00:00\", \"2019-09-28 19:46:10.000000+00:00\"], \"session_ids\": [\"b6af7a72-6034-43f8-8139-5d4198fb8da1\", \"e2f5d68b-4bf5-4de5-a9de-e5b0493f163b\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 71.0}, \"58030\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-02 02:30:50.000000+00:00\", \"2019-04-19 17:35:51.000000+00:00\", \"2023-06-28 17:28:37.000000+00:00\", \"2021-04-08 14:02:10.000000+00:00\"], \"session_ids\": [\"6014198d-c3b9-4288-ba33-4eb72008077b\", \"33a79636-b8e2-4c3e-89b4-8f222d7667b0\", \"1a15a045-527e-4a98-896f-35fbd87227d0\", \"1608f5c7-f34d-4635-acb6-7548b8f1f867\"], \"total_duration\": 992.0, \"total_sessions\": 4, \"mean_week_duration\": 4.53}, \"38675\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-01-04 07:27:42.000000+00:00\", \"2021-03-13 08:36:10.000000+00:00\"], \"session_ids\": [\"4af90170-aa99-4f10-856d-b0d2cb33a87b\", \"8e11de34-f1e5-42b3-a33a-d13c581af1d4\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"17568\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-27 17:59:26.000000+00:00\", \"2019-01-07 21:46:17.000000+00:00\", \"2019-03-29 09:31:09.000000+00:00\", \"2019-10-29 17:33:07.000000+00:00\", \"2021-06-22 14:30:53.000000+00:00\", \"2019-04-18 07:53:49.000000+00:00\", \"2022-01-05 04:34:44.000000+00:00\", \"2019-04-17 15:40:39.000000+00:00\", \"2021-12-02 12:40:43.000000+00:00\", \"2022-10-02 22:10:31.000000+00:00\", \"2021-07-12 08:07:11.000000+00:00\"], \"session_ids\": [\"f6c34f86-d97c-45d2-8c2b-9ba8ebb0025b\", \"05487caf-5fe1-429b-8afe-aff684b16524\", \"7109f105-773a-49f6-91b9-03fd2c6e862d\", \"a33048d2-2e4e-4d7a-b83f-76963e030f5c\", \"e12bd88d-edbe-4349-a459-9f0f28b63f20\", \"8336ecd9-81a0-4a7a-b38a-ad21f43c64d9\", \"637abecc-0096-4f09-88c6-8ce11d3b6ac3\", \"ce201c2b-3f38-48d9-bad4-ec187ce79763\", \"235ce867-5d1c-4fc4-bf2c-69a7bca68838\", \"97e74957-0e0d-406e-8bf9-4800a834e136\", \"c969d702-94d0-4b1b-8c9e-566d31228f7f\"], \"total_duration\": 12840.0, \"total_sessions\": 11, \"mean_week_duration\": 65.846}, \"14569\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-03 17:08:54.000000+00:00\", \"2023-03-04 00:07:56.000000+00:00\", \"2022-03-29 17:16:06.000000+00:00\"], \"session_ids\": [\"a718c2d8-5e2b-411a-8bc2-ab32130d7b63\", \"a4cca030-5f85-40f5-9ef5-27509b443497\", \"0afc7992-fbde-4f4f-bd17-3a50df7ecfd4\"], \"total_duration\": 774.0, \"total_sessions\": 3, \"mean_week_duration\": 4.553}, \"97581\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-06 19:00:17.000000+00:00\", \"2020-11-02 13:10:42.000000+00:00\", \"2021-10-14 22:36:34.000000+00:00\"], \"session_ids\": [\"35edf593-9b28-4829-af3f-0d4d708eda47\", \"6d5fead8-1274-49ff-973d-4631c1254d90\", \"086c1432-b723-496a-abe0-ee662e59921e\"], \"total_duration\": 966.0, \"total_sessions\": 3, \"mean_week_duration\": 11.639}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"38675\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-01-04 07:27:42.000000+00:00\", \"2021-03-13 08:36:10.000000+00:00\"], \"session_ids\": [\"4af90170-aa99-4f10-856d-b0d2cb33a87b\", \"8e11de34-f1e5-42b3-a33a-d13c581af1d4\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}, {\"58030\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-02 02:30:50.000000+00:00\", \"2019-04-19 17:35:51.000000+00:00\", \"2023-06-28 17:28:37.000000+00:00\", \"2021-04-08 14:02:10.000000+00:00\"], \"session_ids\": [\"6014198d-c3b9-4288-ba33-4eb72008077b\", \"33a79636-b8e2-4c3e-89b4-8f222d7667b0\", \"1a15a045-527e-4a98-896f-35fbd87227d0\", \"1608f5c7-f34d-4635-acb6-7548b8f1f867\"], \"total_duration\": 992.0, \"total_sessions\": 4, \"mean_week_duration\": 4.53}}, {\"93687\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-11 07:36:32.000000+00:00\", \"2021-10-26 22:43:42.000000+00:00\"], \"session_ids\": [\"03cca637-a2d5-4df4-bbd4-0ae8adef5829\", \"e803cf1a-7503-45d8-b0c5-ee3b1212c48a\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.655}}, {\"26617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-12 07:30:54.000000+00:00\", \"2019-09-28 19:46:10.000000+00:00\"], \"session_ids\": [\"b6af7a72-6034-43f8-8139-5d4198fb8da1\", \"e2f5d68b-4bf5-4de5-a9de-e5b0493f163b\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 71.0}}, {\"14569\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-03 17:08:54.000000+00:00\", \"2023-03-04 00:07:56.000000+00:00\", \"2022-03-29 17:16:06.000000+00:00\"], \"session_ids\": [\"a718c2d8-5e2b-411a-8bc2-ab32130d7b63\", \"a4cca030-5f85-40f5-9ef5-27509b443497\", \"0afc7992-fbde-4f4f-bd17-3a50df7ecfd4\"], \"total_duration\": 774.0, \"total_sessions\": 3, \"mean_week_duration\": 4.553}}, {\"97581\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-06 19:00:17.000000+00:00\", \"2020-11-02 13:10:42.000000+00:00\", \"2021-10-14 22:36:34.000000+00:00\"], \"session_ids\": [\"35edf593-9b28-4829-af3f-0d4d708eda47\", \"6d5fead8-1274-49ff-973d-4631c1254d90\", \"086c1432-b723-496a-abe0-ee662e59921e\"], \"total_duration\": 966.0, \"total_sessions\": 3, \"mean_week_duration\": 11.639}}, {\"74694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-23 17:28:30.000000+00:00\", \"2019-05-11 11:03:09.000000+00:00\"], \"session_ids\": [\"86e60775-07ca-4f12-b080-77d923d78cf9\", \"9127a043-0376-46a4-a70f-cc6bc0b2510b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.387}}, {\"21346\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-06 09:33:11.000000+00:00\", \"2022-12-17 12:32:24.000000+00:00\"], \"session_ids\": [\"eac46154-b2a1-4d4b-a520-5e4d6b870cb9\", \"3cb15ddc-ef4c-4223-a525-053307d7d2bc\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 10.333}}, {\"26560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-17 07:50:01.000000+00:00\", \"2023-05-02 19:43:05.000000+00:00\", \"2022-02-23 07:02:30.000000+00:00\", \"2021-09-17 05:01:38.000000+00:00\"], \"session_ids\": [\"283b11c4-2444-4181-a2e1-a0d9ee0fd313\", \"0dca110e-bd86-4783-801e-f2a447ee3f41\", \"d4190010-fa7a-4a96-af38-2394e1d398d3\", \"1e31b8b4-ffef-4d68-8c00-093828de2dc4\"], \"total_duration\": 1872.0, \"total_sessions\": 4, \"mean_week_duration\": 22.024}}, {\"17568\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-27 17:59:26.000000+00:00\", \"2019-01-07 21:46:17.000000+00:00\", \"2019-03-29 09:31:09.000000+00:00\", \"2019-10-29 17:33:07.000000+00:00\", \"2021-06-22 14:30:53.000000+00:00\", \"2019-04-18 07:53:49.000000+00:00\", \"2022-01-05 04:34:44.000000+00:00\", \"2019-04-17 15:40:39.000000+00:00\", \"2021-12-02 12:40:43.000000+00:00\", \"2022-10-02 22:10:31.000000+00:00\", \"2021-07-12 08:07:11.000000+00:00\"], \"session_ids\": [\"f6c34f86-d97c-45d2-8c2b-9ba8ebb0025b\", \"05487caf-5fe1-429b-8afe-aff684b16524\", \"7109f105-773a-49f6-91b9-03fd2c6e862d\", \"a33048d2-2e4e-4d7a-b83f-76963e030f5c\", \"e12bd88d-edbe-4349-a459-9f0f28b63f20\", \"8336ecd9-81a0-4a7a-b38a-ad21f43c64d9\", \"637abecc-0096-4f09-88c6-8ce11d3b6ac3\", \"ce201c2b-3f38-48d9-bad4-ec187ce79763\", \"235ce867-5d1c-4fc4-bf2c-69a7bca68838\", \"97e74957-0e0d-406e-8bf9-4800a834e136\", \"c969d702-94d0-4b1b-8c9e-566d31228f7f\"], \"total_duration\": 12840.0, \"total_sessions\": 11, \"mean_week_duration\": 65.846}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"38675\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-01-04 07:27:42.000000+00:00\", \"2021-03-13 08:36:10.000000+00:00\"], \"session_ids\": [\"4af90170-aa99-4f10-856d-b0d2cb33a87b\", \"8e11de34-f1e5-42b3-a33a-d13c581af1d4\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}, {\"58030\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-02 02:30:50.000000+00:00\", \"2019-04-19 17:35:51.000000+00:00\", \"2023-06-28 17:28:37.000000+00:00\", \"2021-04-08 14:02:10.000000+00:00\"], \"session_ids\": [\"6014198d-c3b9-4288-ba33-4eb72008077b\", \"33a79636-b8e2-4c3e-89b4-8f222d7667b0\", \"1a15a045-527e-4a98-896f-35fbd87227d0\", \"1608f5c7-f34d-4635-acb6-7548b8f1f867\"], \"total_duration\": 992.0, \"total_sessions\": 4, \"mean_week_duration\": 4.53}}, {\"93687\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-11 07:36:32.000000+00:00\", \"2021-10-26 22:43:42.000000+00:00\"], \"session_ids\": [\"03cca637-a2d5-4df4-bbd4-0ae8adef5829\", \"e803cf1a-7503-45d8-b0c5-ee3b1212c48a\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.655}}, {\"26617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-12 07:30:54.000000+00:00\", \"2019-09-28 19:46:10.000000+00:00\"], \"session_ids\": [\"b6af7a72-6034-43f8-8139-5d4198fb8da1\", \"e2f5d68b-4bf5-4de5-a9de-e5b0493f163b\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 71.0}}, {\"14569\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-03 17:08:54.000000+00:00\", \"2023-03-04 00:07:56.000000+00:00\", \"2022-03-29 17:16:06.000000+00:00\"], \"session_ids\": [\"a718c2d8-5e2b-411a-8bc2-ab32130d7b63\", \"a4cca030-5f85-40f5-9ef5-27509b443497\", \"0afc7992-fbde-4f4f-bd17-3a50df7ecfd4\"], \"total_duration\": 774.0, \"total_sessions\": 3, \"mean_week_duration\": 4.553}}, {\"97581\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-06 19:00:17.000000+00:00\", \"2020-11-02 13:10:42.000000+00:00\", \"2021-10-14 22:36:34.000000+00:00\"], \"session_ids\": [\"35edf593-9b28-4829-af3f-0d4d708eda47\", \"6d5fead8-1274-49ff-973d-4631c1254d90\", \"086c1432-b723-496a-abe0-ee662e59921e\"], \"total_duration\": 966.0, \"total_sessions\": 3, \"mean_week_duration\": 11.639}}, {\"74694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-23 17:28:30.000000+00:00\", \"2019-05-11 11:03:09.000000+00:00\"], \"session_ids\": [\"86e60775-07ca-4f12-b080-77d923d78cf9\", \"9127a043-0376-46a4-a70f-cc6bc0b2510b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.387}}]\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[{\"38675\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-01-04 07:27:42.000000+00:00\", \"2021-03-13 08:36:10.000000+00:00\"], \"session_ids\": [\"4af90170-aa99-4f10-856d-b0d2cb33a87b\", \"8e11de34-f1e5-42b3-a33a-d13c581af1d4\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}, {\"58030\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-02 02:30:50.000000+00:00\", \"2019-04-19 17:35:51.000000+00:00\", \"2023-06-28 17:28:37.000000+00:00\", \"2021-04-08 14:02:10.000000+00:00\"], \"session_ids\": [\"6014198d-c3b9-4288-ba33-4eb72008077b\", \"33a79636-b8e2-4c3e-89b4-8f222d7667b0\", \"1a15a045-527e-4a98-896f-35fbd87227d0\", \"1608f5c7-f34d-4635-acb6-7548b8f1f867\"], \"total_duration\": 992.0, \"total_sessions\": 4, \"mean_week_duration\": 4.53}}, {\"93687\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-11 07:36:32.000000+00:00\", \"2021-10-26 22:43:42.000000+00:00\"], \"session_ids\": [\"03cca637-a2d5-4df4-bbd4-0ae8adef5829\", \"e803cf1a-7503-45d8-b0c5-ee3b1212c48a\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.655}}, {\"26617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-12 07:30:54.000000+00:00\", \"2019-09-28 19:46:10.000000+00:00\"], \"session_ids\": [\"b6af7a72-6034-43f8-8139-5d4198fb8da1\", \"e2f5d68b-4bf5-4de5-a9de-e5b0493f163b\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 71.0}}, {\"14569\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-03 17:08:54.000000+00:00\", \"2023-03-04 00:07:56.000000+00:00\", \"2022-03-29 17:16:06.000000+00:00\"], \"session_ids\": [\"a718c2d8-5e2b-411a-8bc2-ab32130d7b63\", \"a4cca030-5f85-40f5-9ef5-27509b443497\", \"0afc7992-fbde-4f4f-bd17-3a50df7ecfd4\"], \"total_duration\": 774.0, \"total_sessions\": 3, \"mean_week_duration\": 4.553}}, {\"97581\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-06 19:00:17.000000+00:00\", \"2020-11-02 13:10:42.000000+00:00\", \"2021-10-14 22:36:34.000000+00:00\"], \"session_ids\": [\"35edf593-9b28-4829-af3f-0d4d708eda47\", \"6d5fead8-1274-49ff-973d-4631c1254d90\", \"086c1432-b723-496a-abe0-ee662e59921e\"], \"total_duration\": 966.0, \"total_sessions\": 3, \"mean_week_duration\": 11.639}}, {\"74694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-23 17:28:30.000000+00:00\", \"2019-05-11 11:03:09.000000+00:00\"], \"session_ids\": [\"86e60775-07ca-4f12-b080-77d923d78cf9\", \"9127a043-0376-46a4-a70f-cc6bc0b2510b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.387}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 2 users whose total sessoins count is same as 3 in addition apply sorting by sum of duration of sessions per week ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-11 00:48:13.000000+00:00\", \"2020-07-05 07:05:03.000000+00:00\"], \"session_ids\": [\"18a8b54c-1800-4331-82d4-13cc111ad632\", \"35265087-ee3a-4b9e-a9f7-de8fda687cb8\"], \"total_duration\": 443.0, \"total_sessions\": 2, \"mean_week_duration\": 4.219}, \"67771\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-05 06:35:10.000000+00:00\", \"2021-10-14 04:57:13.000000+00:00\"], \"session_ids\": [\"2153499e-0f9c-47c6-a876-6942da7f8c88\", \"9b11457a-ea83-4391-89b7-56baea04828f\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 14.783}, \"54674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-24 13:00:38.000000+00:00\", \"2020-01-14 04:41:16.000000+00:00\", \"2022-09-30 23:05:46.000000+00:00\", \"2022-11-02 08:45:36.000000+00:00\", \"2023-04-03 13:49:53.000000+00:00\"], \"session_ids\": [\"09319c72-d1f9-471c-a8e4-de084d2d387f\", \"0d3a97bd-b4f0-4eb4-b8b5-0b743906b401\", \"baacc0c8-f689-48c3-9e8a-da9ecc86df5c\", \"74713b4b-486c-4f0f-8c8f-c9fe5637039c\", \"75cc187d-aa3d-42cb-9c60-e115f1d171fa\"], \"total_duration\": 556.0, \"total_sessions\": 5, \"mean_week_duration\": 3.31}, \"14746\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-21 02:07:22.000000+00:00\", \"2021-07-25 21:03:53.000000+00:00\"], \"session_ids\": [\"d4b834b9-d889-4404-a05f-569082a14a8a\", \"df3baee7-5cf5-4be6-b4d4-e185c199ca6c\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 6.636}, \"3541\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-23 23:02:11.000000+00:00\", \"2019-08-19 04:50:37.000000+00:00\", \"2020-02-08 17:46:36.000000+00:00\"], \"session_ids\": [\"835a5a38-f082-44b3-a8b2-f5b69850f59e\", \"c1d36374-1c86-4823-84d3-4e1277fc8666\", \"f1b8c300-8185-4424-aba7-26721f6c4634\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.762}, \"1441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-02-28 12:44:34.000000+00:00\", \"2021-03-22 13:14:26.000000+00:00\", \"2020-08-06 01:27:13.000000+00:00\", \"2023-04-16 19:54:57.000000+00:00\"], \"session_ids\": [\"ec986eb8-9812-4cbb-8c1b-f4ba3a5eafad\", \"e8460a60-3c78-46ee-b4e3-fbc39939899a\", \"2f20844f-0565-40df-9ca7-0ffb85d3a3f5\", \"a33b9179-c85e-44c1-84d0-0c0d0066f0bb\"], \"total_duration\": 53.0, \"total_sessions\": 4, \"mean_week_duration\": 0.245}, \"51438\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-25 00:10:50.000000+00:00\", \"2023-01-29 14:07:39.000000+00:00\", \"2020-04-25 06:15:08.000000+00:00\", \"2021-09-22 00:06:59.000000+00:00\", \"2019-10-29 21:16:10.000000+00:00\", \"2021-10-14 02:39:53.000000+00:00\", \"2020-01-08 23:36:48.000000+00:00\", \"2019-04-12 04:38:12.000000+00:00\", \"2022-09-06 18:38:36.000000+00:00\", \"2022-12-25 21:22:53.000000+00:00\", \"2021-09-09 09:49:43.000000+00:00\"], \"session_ids\": [\"07c4c520-9f97-4043-96b6-7724489da929\", \"10f46735-95f5-4030-b389-b14f2dd53153\", \"d612309b-b9a4-49e5-98a6-7a10779969e4\", \"ca1e5241-39db-4787-87c1-a0987e3a1310\", \"91e7d4ec-66e9-4fd5-99b1-1536613d897f\", \"04cd1783-b967-4bf6-a7e1-85787dea0af8\", \"3f12d2df-3ffd-4f3c-b5df-965fa4d638b9\", \"4fbfb896-9910-42bc-9cab-a04e7943b99a\", \"1e85572c-a12f-4a07-a68d-ce03fb911baa\", \"bb9816c9-5da5-4aaf-9d32-19765688d0e0\", \"eac8b40c-62c8-40e6-9b82-0b89110942b8\"], \"total_duration\": 13988.0, \"total_sessions\": 11, \"mean_week_duration\": 70.291}, \"40664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-30 05:16:52.000000+00:00\", \"2019-12-03 17:22:01.000000+00:00\"], \"session_ids\": [\"7578ca3e-e34e-4e2a-984c-f6ef8e1adc74\", \"02409afb-7564-4986-8790-d7bf2ab00e4a\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 58.0}, \"42583\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-21 08:26:15.000000+00:00\", \"2022-08-01 06:47:00.000000+00:00\"], \"session_ids\": [\"8eef1c03-78c7-4ec0-bd0a-4c497f8e7599\", \"279f14a1-a026-4aef-9672-0b2e130992de\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.512}, \"73240\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-02-19 02:41:16.000000+00:00\", \"2020-02-08 03:47:21.000000+00:00\"], \"session_ids\": [\"7082e2fd-016b-4509-9bc4-fdf080dd1e09\", \"a92ee843-a8aa-463b-9a0f-cefcf970dece\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 3.519}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[3, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3541\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-23 23:02:11.000000+00:00\", \"2019-08-19 04:50:37.000000+00:00\", \"2020-02-08 17:46:36.000000+00:00\"], \"session_ids\": [\"835a5a38-f082-44b3-a8b2-f5b69850f59e\", \"c1d36374-1c86-4823-84d3-4e1277fc8666\", \"f1b8c300-8185-4424-aba7-26721f6c4634\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.762}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3541\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-23 23:02:11.000000+00:00\", \"2019-08-19 04:50:37.000000+00:00\", \"2020-02-08 17:46:36.000000+00:00\"], \"session_ids\": [\"835a5a38-f082-44b3-a8b2-f5b69850f59e\", \"c1d36374-1c86-4823-84d3-4e1277fc8666\", \"f1b8c300-8185-4424-aba7-26721f6c4634\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.762}}]\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[{\"3541\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-23 23:02:11.000000+00:00\", \"2019-08-19 04:50:37.000000+00:00\", \"2020-02-08 17:46:36.000000+00:00\"], \"session_ids\": [\"835a5a38-f082-44b3-a8b2-f5b69850f59e\", \"c1d36374-1c86-4823-84d3-4e1277fc8666\", \"f1b8c300-8185-4424-aba7-26721f6c4634\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"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[{\"3541\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-23 23:02:11.000000+00:00\", \"2019-08-19 04:50:37.000000+00:00\", \"2020-02-08 17:46:36.000000+00:00\"], \"session_ids\": [\"835a5a38-f082-44b3-a8b2-f5b69850f59e\", \"c1d36374-1c86-4823-84d3-4e1277fc8666\", \"f1b8c300-8185-4424-aba7-26721f6c4634\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"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": "I have a curiosity about 7 users whose time using the app exceed 2462, exclusively 2462 as well as do sorting by overall quantity of sessions in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35997\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-18 18:15:52.000000+00:00\", \"2019-05-22 22:09:41.000000+00:00\", \"2021-05-07 06:07:43.000000+00:00\"], \"session_ids\": [\"99c7194b-4d92-48d1-99d9-060b3e01eea0\", \"44008a8c-a750-4926-b191-759ec6a31469\", \"fd5ccc18-b951-477d-8328-68635e8dac7c\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 0.919}, \"7941\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-18 07:39:23.000000+00:00\", \"2022-06-24 06:17:32.000000+00:00\"], \"session_ids\": [\"c473ff5e-0206-42e9-a9b7-6e5f86d9d533\", \"a18816ed-ae9c-436e-bca2-7e98de9db4c7\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 15.214}, \"22192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-03-13 17:51:21.000000+00:00\", \"2019-06-16 14:19:27.000000+00:00\", \"2020-03-10 08:32:23.000000+00:00\", \"2023-01-13 21:11:20.000000+00:00\", \"2022-04-25 13:06:46.000000+00:00\", \"2022-07-13 21:59:41.000000+00:00\", \"2020-12-09 16:30:02.000000+00:00\", \"2021-08-27 15:36:26.000000+00:00\", \"2019-08-15 02:20:50.000000+00:00\"], \"session_ids\": [\"c62165db-7311-4199-b435-c7cfbbf1ea9b\", \"0cb522cf-b520-49a1-875f-4a13e2eb053d\", \"cdb6a260-6e7f-4999-b366-e52895ae5033\", \"a2e274a5-9527-4f4a-8ae1-240fffb7293e\", \"2fa3509d-aac6-4a3c-887c-828cfb2a5d1e\", \"6a7a3817-f40c-40be-b500-486ce8a2ffe9\", \"44f8f739-1d70-4ac8-98f1-f7df6a4158f8\", \"08a28dcb-051c-4e3b-bebe-c61926ff6fad\", \"4e7b6e5c-5574-4645-a542-6a51e50c4bc5\"], \"total_duration\": 7135.0, \"total_sessions\": 9, \"mean_week_duration\": 38.155}, \"94439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-20 11:15:48.000000+00:00\", \"2022-09-25 07:19:19.000000+00:00\"], \"session_ids\": [\"d9996c76-860a-486f-a4ec-109375b4a222\", \"30bc87fa-6c1d-4b7a-a58a-3b0ed90bc4fd\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.787}, \"78627\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-28 02:38:35.000000+00:00\", \"2022-02-28 04:04:04.000000+00:00\", \"2021-10-18 03:20:27.000000+00:00\"], \"session_ids\": [\"b5e17797-d7a9-4f92-9c62-acc56adf4fac\", \"48976e63-addb-4d57-9e9e-02bfcafb03d0\", \"e57401ef-0662-4108-b963-e02ada423d78\"], \"total_duration\": 573.0, \"total_sessions\": 3, \"mean_week_duration\": 7.162}, \"48760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-06-07 20:09:09.000000+00:00\", \"2022-04-01 23:43:37.000000+00:00\", \"2021-04-12 23:22:39.000000+00:00\", \"2021-04-23 13:42:33.000000+00:00\", \"2019-07-03 17:32:56.000000+00:00\", \"2019-10-04 03:31:54.000000+00:00\", \"2021-06-18 19:49:11.000000+00:00\"], \"session_ids\": [\"effb4df1-e21d-4bfe-8a23-0f2caf8c6cc7\", \"f4496fa3-be0d-4f68-bb55-614fd2e32c61\", \"d37e64d0-b06c-4d9f-9825-2bfcb9de0772\", \"1123db0c-8d23-426a-b9d0-82a161fc0b70\", \"d5df24c0-5da7-4fd9-b6bc-55defe039628\", \"0c055d7b-3e4e-46a5-bcde-7050cc00b07b\", \"c28d6b65-8509-42bf-85af-446dd1b505f0\"], \"total_duration\": 6906.0, \"total_sessions\": 7, \"mean_week_duration\": 47.958}, \"99783\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-17 14:44:34.000000+00:00\", \"2020-12-15 14:42:55.000000+00:00\"], \"session_ids\": [\"6b7b178f-1cc1-4876-b658-c0b11ed66255\", \"1971667a-afa8-4a2a-89d2-a6456c30c7e3\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 3.835}, \"18777\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-25 13:53:32.000000+00:00\", \"2020-08-11 02:32:35.000000+00:00\", \"2019-03-24 15:06:15.000000+00:00\", \"2020-05-30 20:41:14.000000+00:00\"], \"session_ids\": [\"049aea34-2073-457d-a474-daad757f2909\", \"a5771eb0-a22f-461c-91f1-7e3d58125368\", \"fa38b2f7-36d3-462d-bc96-a504de902542\", \"6d9a94d9-837c-4080-ab3f-b9647e3669ac\"], \"total_duration\": 1458.0, \"total_sessions\": 4, \"mean_week_duration\": 16.568}, \"32805\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-18 07:10:37.000000+00:00\", \"2019-10-04 00:49:05.000000+00:00\"], \"session_ids\": [\"542b1614-dd62-4628-a18c-b2602f68dba2\", \"e4b5348e-b29b-427c-88e6-0f6a78c0b1f6\"], \"total_duration\": 309.0, \"total_sessions\": 2, \"mean_week_duration\": 1.896}, \"42868\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-23 20:16:13.000000+00:00\", \"2020-01-14 03:58:37.000000+00:00\", \"2022-01-27 19:39:38.000000+00:00\", \"2021-04-08 22:32:00.000000+00:00\", \"2020-03-12 06:36:03.000000+00:00\"], \"session_ids\": [\"48fb64ba-f75e-4b98-928e-7f97e8d20781\", \"46a043a6-6621-4896-8dc2-2665706c8769\", \"896cdbd5-28b3-421a-bc3e-b328f40afece\", \"dafc74a4-6f7f-4422-8eea-967d7f8d9324\", \"9cab902d-ade7-4875-b4a4-df6275b6215d\"], \"total_duration\": 54.0, \"total_sessions\": 5, \"mean_week_duration\": 0.383}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 2462"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[2462, 3484]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-03-13 17:51:21.000000+00:00\", \"2019-06-16 14:19:27.000000+00:00\", \"2020-03-10 08:32:23.000000+00:00\", \"2023-01-13 21:11:20.000000+00:00\", \"2022-04-25 13:06:46.000000+00:00\", \"2022-07-13 21:59:41.000000+00:00\", \"2020-12-09 16:30:02.000000+00:00\", \"2021-08-27 15:36:26.000000+00:00\", \"2019-08-15 02:20:50.000000+00:00\"], \"session_ids\": [\"c62165db-7311-4199-b435-c7cfbbf1ea9b\", \"0cb522cf-b520-49a1-875f-4a13e2eb053d\", \"cdb6a260-6e7f-4999-b366-e52895ae5033\", \"a2e274a5-9527-4f4a-8ae1-240fffb7293e\", \"2fa3509d-aac6-4a3c-887c-828cfb2a5d1e\", \"6a7a3817-f40c-40be-b500-486ce8a2ffe9\", \"44f8f739-1d70-4ac8-98f1-f7df6a4158f8\", \"08a28dcb-051c-4e3b-bebe-c61926ff6fad\", \"4e7b6e5c-5574-4645-a542-6a51e50c4bc5\"], \"total_duration\": 7135.0, \"total_sessions\": 9, \"mean_week_duration\": 38.155}, \"48760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-06-07 20:09:09.000000+00:00\", \"2022-04-01 23:43:37.000000+00:00\", \"2021-04-12 23:22:39.000000+00:00\", \"2021-04-23 13:42:33.000000+00:00\", \"2019-07-03 17:32:56.000000+00:00\", \"2019-10-04 03:31:54.000000+00:00\", \"2021-06-18 19:49:11.000000+00:00\"], \"session_ids\": [\"effb4df1-e21d-4bfe-8a23-0f2caf8c6cc7\", \"f4496fa3-be0d-4f68-bb55-614fd2e32c61\", \"d37e64d0-b06c-4d9f-9825-2bfcb9de0772\", \"1123db0c-8d23-426a-b9d0-82a161fc0b70\", \"d5df24c0-5da7-4fd9-b6bc-55defe039628\", \"0c055d7b-3e4e-46a5-bcde-7050cc00b07b\", \"c28d6b65-8509-42bf-85af-446dd1b505f0\"], \"total_duration\": 6906.0, \"total_sessions\": 7, \"mean_week_duration\": 47.958}}\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[{\"22192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-03-13 17:51:21.000000+00:00\", \"2019-06-16 14:19:27.000000+00:00\", \"2020-03-10 08:32:23.000000+00:00\", \"2023-01-13 21:11:20.000000+00:00\", \"2022-04-25 13:06:46.000000+00:00\", \"2022-07-13 21:59:41.000000+00:00\", \"2020-12-09 16:30:02.000000+00:00\", \"2021-08-27 15:36:26.000000+00:00\", \"2019-08-15 02:20:50.000000+00:00\"], \"session_ids\": [\"c62165db-7311-4199-b435-c7cfbbf1ea9b\", \"0cb522cf-b520-49a1-875f-4a13e2eb053d\", \"cdb6a260-6e7f-4999-b366-e52895ae5033\", \"a2e274a5-9527-4f4a-8ae1-240fffb7293e\", \"2fa3509d-aac6-4a3c-887c-828cfb2a5d1e\", \"6a7a3817-f40c-40be-b500-486ce8a2ffe9\", \"44f8f739-1d70-4ac8-98f1-f7df6a4158f8\", \"08a28dcb-051c-4e3b-bebe-c61926ff6fad\", \"4e7b6e5c-5574-4645-a542-6a51e50c4bc5\"], \"total_duration\": 7135.0, \"total_sessions\": 9, \"mean_week_duration\": 38.155}}, {\"48760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-06-07 20:09:09.000000+00:00\", \"2022-04-01 23:43:37.000000+00:00\", \"2021-04-12 23:22:39.000000+00:00\", \"2021-04-23 13:42:33.000000+00:00\", \"2019-07-03 17:32:56.000000+00:00\", \"2019-10-04 03:31:54.000000+00:00\", \"2021-06-18 19:49:11.000000+00:00\"], \"session_ids\": [\"effb4df1-e21d-4bfe-8a23-0f2caf8c6cc7\", \"f4496fa3-be0d-4f68-bb55-614fd2e32c61\", \"d37e64d0-b06c-4d9f-9825-2bfcb9de0772\", \"1123db0c-8d23-426a-b9d0-82a161fc0b70\", \"d5df24c0-5da7-4fd9-b6bc-55defe039628\", \"0c055d7b-3e4e-46a5-bcde-7050cc00b07b\", \"c28d6b65-8509-42bf-85af-446dd1b505f0\"], \"total_duration\": 6906.0, \"total_sessions\": 7, \"mean_week_duration\": 47.958}}]\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[{\"22192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-03-13 17:51:21.000000+00:00\", \"2019-06-16 14:19:27.000000+00:00\", \"2020-03-10 08:32:23.000000+00:00\", \"2023-01-13 21:11:20.000000+00:00\", \"2022-04-25 13:06:46.000000+00:00\", \"2022-07-13 21:59:41.000000+00:00\", \"2020-12-09 16:30:02.000000+00:00\", \"2021-08-27 15:36:26.000000+00:00\", \"2019-08-15 02:20:50.000000+00:00\"], \"session_ids\": [\"c62165db-7311-4199-b435-c7cfbbf1ea9b\", \"0cb522cf-b520-49a1-875f-4a13e2eb053d\", \"cdb6a260-6e7f-4999-b366-e52895ae5033\", \"a2e274a5-9527-4f4a-8ae1-240fffb7293e\", \"2fa3509d-aac6-4a3c-887c-828cfb2a5d1e\", \"6a7a3817-f40c-40be-b500-486ce8a2ffe9\", \"44f8f739-1d70-4ac8-98f1-f7df6a4158f8\", \"08a28dcb-051c-4e3b-bebe-c61926ff6fad\", \"4e7b6e5c-5574-4645-a542-6a51e50c4bc5\"], \"total_duration\": 7135.0, \"total_sessions\": 9, \"mean_week_duration\": 38.155}}, {\"48760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-06-07 20:09:09.000000+00:00\", \"2022-04-01 23:43:37.000000+00:00\", \"2021-04-12 23:22:39.000000+00:00\", \"2021-04-23 13:42:33.000000+00:00\", \"2019-07-03 17:32:56.000000+00:00\", \"2019-10-04 03:31:54.000000+00:00\", \"2021-06-18 19:49:11.000000+00:00\"], \"session_ids\": [\"effb4df1-e21d-4bfe-8a23-0f2caf8c6cc7\", \"f4496fa3-be0d-4f68-bb55-614fd2e32c61\", \"d37e64d0-b06c-4d9f-9825-2bfcb9de0772\", \"1123db0c-8d23-426a-b9d0-82a161fc0b70\", \"d5df24c0-5da7-4fd9-b6bc-55defe039628\", \"0c055d7b-3e4e-46a5-bcde-7050cc00b07b\", \"c28d6b65-8509-42bf-85af-446dd1b505f0\"], \"total_duration\": 6906.0, \"total_sessions\": 7, \"mean_week_duration\": 47.958}}]\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[{\"22192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-03-13 17:51:21.000000+00:00\", \"2019-06-16 14:19:27.000000+00:00\", \"2020-03-10 08:32:23.000000+00:00\", \"2023-01-13 21:11:20.000000+00:00\", \"2022-04-25 13:06:46.000000+00:00\", \"2022-07-13 21:59:41.000000+00:00\", \"2020-12-09 16:30:02.000000+00:00\", \"2021-08-27 15:36:26.000000+00:00\", \"2019-08-15 02:20:50.000000+00:00\"], \"session_ids\": [\"c62165db-7311-4199-b435-c7cfbbf1ea9b\", \"0cb522cf-b520-49a1-875f-4a13e2eb053d\", \"cdb6a260-6e7f-4999-b366-e52895ae5033\", \"a2e274a5-9527-4f4a-8ae1-240fffb7293e\", \"2fa3509d-aac6-4a3c-887c-828cfb2a5d1e\", \"6a7a3817-f40c-40be-b500-486ce8a2ffe9\", \"44f8f739-1d70-4ac8-98f1-f7df6a4158f8\", \"08a28dcb-051c-4e3b-bebe-c61926ff6fad\", \"4e7b6e5c-5574-4645-a542-6a51e50c4bc5\"], \"total_duration\": 7135.0, \"total_sessions\": 9, \"mean_week_duration\": 38.155}}, {\"48760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-06-07 20:09:09.000000+00:00\", \"2022-04-01 23:43:37.000000+00:00\", \"2021-04-12 23:22:39.000000+00:00\", \"2021-04-23 13:42:33.000000+00:00\", \"2019-07-03 17:32:56.000000+00:00\", \"2019-10-04 03:31:54.000000+00:00\", \"2021-06-18 19:49:11.000000+00:00\"], \"session_ids\": [\"effb4df1-e21d-4bfe-8a23-0f2caf8c6cc7\", \"f4496fa3-be0d-4f68-bb55-614fd2e32c61\", \"d37e64d0-b06c-4d9f-9825-2bfcb9de0772\", \"1123db0c-8d23-426a-b9d0-82a161fc0b70\", \"d5df24c0-5da7-4fd9-b6bc-55defe039628\", \"0c055d7b-3e4e-46a5-bcde-7050cc00b07b\", \"c28d6b65-8509-42bf-85af-446dd1b505f0\"], \"total_duration\": 6906.0, \"total_sessions\": 7, \"mean_week_duration\": 47.958}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 6 users whose app usage time is greater than 1925 (strictly) , moreover execute sorting by duration total form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-06-08 16:11:47.000000+00:00\", \"2022-12-04 06:24:26.000000+00:00\", \"2020-06-08 05:32:30.000000+00:00\"], \"session_ids\": [\"3f444f8e-56af-4347-b0c1-2109c36055c0\", \"4c262196-dbb0-4b0c-a642-a9d4a92c39e6\", \"3e999ca4-1663-4350-9636-fb31535369d7\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.331}, \"70009\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-12 11:37:36.000000+00:00\", \"2021-03-02 01:57:12.000000+00:00\"], \"session_ids\": [\"a656d0e8-1c4a-4209-b799-2379ae3d0112\", \"4ef68e9f-8195-4b3c-ac8e-d1918e57f814\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 25.25}, \"1794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-11 11:32:02.000000+00:00\", \"2019-09-04 17:51:07.000000+00:00\"], \"session_ids\": [\"b53bc424-4b20-4302-86f9-d591a96c7aa6\", \"73f3be24-0d80-4acc-96ee-fda7230ca942\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 2.039}, \"37396\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-24 15:54:55.000000+00:00\", \"2019-10-05 14:43:00.000000+00:00\"], \"session_ids\": [\"5f7c9d9a-1cf6-4bf7-a0a1-9651cf5b8cb8\", \"782ef00e-86bb-4e1e-89ca-d3b7a8c185e1\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.147}, \"68478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-12 23:52:24.000000+00:00\", \"2022-10-31 15:44:42.000000+00:00\"], \"session_ids\": [\"d298a51b-7cde-4f1e-ba72-330963187d6a\", \"ebfbc189-1db4-4ca3-bd88-de3ebffbe0ad\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 5.976}, \"4180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-18 10:29:36.000000+00:00\", \"2021-01-29 21:54:18.000000+00:00\", \"2020-05-15 15:43:04.000000+00:00\"], \"session_ids\": [\"a12bb963-ff64-4346-a54a-61bf220a3e04\", \"35d016fe-d3ab-4daa-ab65-11bfe0f2c3a1\", \"2b8dcffb-13fc-4277-a4b1-b16d1783af54\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 1.054}, \"31417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-24 04:46:14.000000+00:00\", \"2019-01-19 10:00:29.000000+00:00\", \"2021-08-30 08:46:50.000000+00:00\", \"2020-05-06 01:09:08.000000+00:00\", \"2021-10-20 21:31:45.000000+00:00\"], \"session_ids\": [\"d7536ecc-20a6-486b-a743-88b5d6043145\", \"f628b135-ff07-4bff-8924-85a65acb748c\", \"f1adbd7e-effe-4312-ba45-76840ea142ca\", \"6161f15d-c546-4bdb-823e-33d37ca882e5\", \"a5059826-4b63-4e78-9677-1d0a40286922\"], \"total_duration\": 3366.0, \"total_sessions\": 5, \"mean_week_duration\": 23.375}, \"80661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-12-01 02:49:27.000000+00:00\", \"2020-03-23 12:56:08.000000+00:00\", \"2023-05-09 10:20:45.000000+00:00\"], \"session_ids\": [\"49adc15e-0007-4183-a294-645df9b738c1\", \"75139c9d-9791-4396-8811-c06c88cc52f2\", \"1aa8efed-f677-4007-8b00-a02432604e22\"], \"total_duration\": 1039.0, \"total_sessions\": 3, \"mean_week_duration\": 6.374}, \"84608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-28 21:08:55.000000+00:00\", \"2020-03-30 08:13:37.000000+00:00\", \"2019-07-18 15:37:12.000000+00:00\", \"2020-11-05 14:15:57.000000+00:00\", \"2020-01-28 15:12:15.000000+00:00\", \"2021-01-03 01:52:50.000000+00:00\", \"2021-04-28 16:09:51.000000+00:00\", \"2019-08-27 20:26:23.000000+00:00\", \"2021-01-26 06:01:49.000000+00:00\", \"2020-06-07 13:13:11.000000+00:00\", \"2020-01-04 00:27:07.000000+00:00\"], \"session_ids\": [\"fdd7f56e-003b-4663-9bea-ecd8ecccdf58\", \"380baff6-4273-4290-a0fd-e4e88d7cd6a2\", \"ca8b6ff4-5738-4ffc-bafd-aa7384022ed2\", \"9517e702-6ceb-4622-a5e7-0a1ac3c8a937\", \"4eea4557-9841-4e7d-9804-750956af9e56\", \"3be8c2c0-83bd-44f7-9fa9-47d50c763b7e\", \"9621bfd2-d2c0-46b4-9477-0e61d2b0d198\", \"90ba8d9a-0722-414e-aa6b-a36dc2d043f9\", \"0788603e-c52b-4877-9654-4c5fe5282e69\", \"eb9dfbb0-51ca-41fd-9bff-52c422236657\", \"3a48ff1d-8e22-41d6-962c-085b2a74537c\"], \"total_duration\": 3150.0, \"total_sessions\": 11, \"mean_week_duration\": 16.321}, \"51714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-02 10:37:35.000000+00:00\", \"2022-08-31 00:03:04.000000+00:00\", \"2022-01-22 15:39:38.000000+00:00\", \"2021-03-01 00:07:02.000000+00:00\", \"2021-11-26 11:22:13.000000+00:00\", \"2021-04-14 03:03:41.000000+00:00\"], \"session_ids\": [\"628396e2-ba8d-4171-9634-46cbef0fc776\", \"49206128-eca3-414d-9088-a6d3e57a4ca4\", \"05951eda-aeba-4309-95e0-eca9ccddbd22\", \"54451d60-6555-4f04-8a59-bda1bcbf067b\", \"34dd1b8a-a9e2-4512-bffa-249c19e2baec\", \"efab4cc9-7871-4eb9-ab6a-e129dd55b7e9\"], \"total_duration\": 6343.0, \"total_sessions\": 6, \"mean_week_duration\": 80.291}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1925"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[1925, 4291]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-24 04:46:14.000000+00:00\", \"2019-01-19 10:00:29.000000+00:00\", \"2021-08-30 08:46:50.000000+00:00\", \"2020-05-06 01:09:08.000000+00:00\", \"2021-10-20 21:31:45.000000+00:00\"], \"session_ids\": [\"d7536ecc-20a6-486b-a743-88b5d6043145\", \"f628b135-ff07-4bff-8924-85a65acb748c\", \"f1adbd7e-effe-4312-ba45-76840ea142ca\", \"6161f15d-c546-4bdb-823e-33d37ca882e5\", \"a5059826-4b63-4e78-9677-1d0a40286922\"], \"total_duration\": 3366.0, \"total_sessions\": 5, \"mean_week_duration\": 23.375}, \"84608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-28 21:08:55.000000+00:00\", \"2020-03-30 08:13:37.000000+00:00\", \"2019-07-18 15:37:12.000000+00:00\", \"2020-11-05 14:15:57.000000+00:00\", \"2020-01-28 15:12:15.000000+00:00\", \"2021-01-03 01:52:50.000000+00:00\", \"2021-04-28 16:09:51.000000+00:00\", \"2019-08-27 20:26:23.000000+00:00\", \"2021-01-26 06:01:49.000000+00:00\", \"2020-06-07 13:13:11.000000+00:00\", \"2020-01-04 00:27:07.000000+00:00\"], \"session_ids\": [\"fdd7f56e-003b-4663-9bea-ecd8ecccdf58\", \"380baff6-4273-4290-a0fd-e4e88d7cd6a2\", \"ca8b6ff4-5738-4ffc-bafd-aa7384022ed2\", \"9517e702-6ceb-4622-a5e7-0a1ac3c8a937\", \"4eea4557-9841-4e7d-9804-750956af9e56\", \"3be8c2c0-83bd-44f7-9fa9-47d50c763b7e\", \"9621bfd2-d2c0-46b4-9477-0e61d2b0d198\", \"90ba8d9a-0722-414e-aa6b-a36dc2d043f9\", \"0788603e-c52b-4877-9654-4c5fe5282e69\", \"eb9dfbb0-51ca-41fd-9bff-52c422236657\", \"3a48ff1d-8e22-41d6-962c-085b2a74537c\"], \"total_duration\": 3150.0, \"total_sessions\": 11, \"mean_week_duration\": 16.321}, \"51714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-02 10:37:35.000000+00:00\", \"2022-08-31 00:03:04.000000+00:00\", \"2022-01-22 15:39:38.000000+00:00\", \"2021-03-01 00:07:02.000000+00:00\", \"2021-11-26 11:22:13.000000+00:00\", \"2021-04-14 03:03:41.000000+00:00\"], \"session_ids\": [\"628396e2-ba8d-4171-9634-46cbef0fc776\", \"49206128-eca3-414d-9088-a6d3e57a4ca4\", \"05951eda-aeba-4309-95e0-eca9ccddbd22\", \"54451d60-6555-4f04-8a59-bda1bcbf067b\", \"34dd1b8a-a9e2-4512-bffa-249c19e2baec\", \"efab4cc9-7871-4eb9-ab6a-e129dd55b7e9\"], \"total_duration\": 6343.0, \"total_sessions\": 6, \"mean_week_duration\": 80.291}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"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[{\"84608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-28 21:08:55.000000+00:00\", \"2020-03-30 08:13:37.000000+00:00\", \"2019-07-18 15:37:12.000000+00:00\", \"2020-11-05 14:15:57.000000+00:00\", \"2020-01-28 15:12:15.000000+00:00\", \"2021-01-03 01:52:50.000000+00:00\", \"2021-04-28 16:09:51.000000+00:00\", \"2019-08-27 20:26:23.000000+00:00\", \"2021-01-26 06:01:49.000000+00:00\", \"2020-06-07 13:13:11.000000+00:00\", \"2020-01-04 00:27:07.000000+00:00\"], \"session_ids\": [\"fdd7f56e-003b-4663-9bea-ecd8ecccdf58\", \"380baff6-4273-4290-a0fd-e4e88d7cd6a2\", \"ca8b6ff4-5738-4ffc-bafd-aa7384022ed2\", \"9517e702-6ceb-4622-a5e7-0a1ac3c8a937\", \"4eea4557-9841-4e7d-9804-750956af9e56\", \"3be8c2c0-83bd-44f7-9fa9-47d50c763b7e\", \"9621bfd2-d2c0-46b4-9477-0e61d2b0d198\", \"90ba8d9a-0722-414e-aa6b-a36dc2d043f9\", \"0788603e-c52b-4877-9654-4c5fe5282e69\", \"eb9dfbb0-51ca-41fd-9bff-52c422236657\", \"3a48ff1d-8e22-41d6-962c-085b2a74537c\"], \"total_duration\": 3150.0, \"total_sessions\": 11, \"mean_week_duration\": 16.321}}, {\"31417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-24 04:46:14.000000+00:00\", \"2019-01-19 10:00:29.000000+00:00\", \"2021-08-30 08:46:50.000000+00:00\", \"2020-05-06 01:09:08.000000+00:00\", \"2021-10-20 21:31:45.000000+00:00\"], \"session_ids\": [\"d7536ecc-20a6-486b-a743-88b5d6043145\", \"f628b135-ff07-4bff-8924-85a65acb748c\", \"f1adbd7e-effe-4312-ba45-76840ea142ca\", \"6161f15d-c546-4bdb-823e-33d37ca882e5\", \"a5059826-4b63-4e78-9677-1d0a40286922\"], \"total_duration\": 3366.0, \"total_sessions\": 5, \"mean_week_duration\": 23.375}}, {\"51714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-02 10:37:35.000000+00:00\", \"2022-08-31 00:03:04.000000+00:00\", \"2022-01-22 15:39:38.000000+00:00\", \"2021-03-01 00:07:02.000000+00:00\", \"2021-11-26 11:22:13.000000+00:00\", \"2021-04-14 03:03:41.000000+00:00\"], \"session_ids\": [\"628396e2-ba8d-4171-9634-46cbef0fc776\", \"49206128-eca3-414d-9088-a6d3e57a4ca4\", \"05951eda-aeba-4309-95e0-eca9ccddbd22\", \"54451d60-6555-4f04-8a59-bda1bcbf067b\", \"34dd1b8a-a9e2-4512-bffa-249c19e2baec\", \"efab4cc9-7871-4eb9-ab6a-e129dd55b7e9\"], \"total_duration\": 6343.0, \"total_sessions\": 6, \"mean_week_duration\": 80.291}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 6 entries, discarding 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[{\"84608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-28 21:08:55.000000+00:00\", \"2020-03-30 08:13:37.000000+00:00\", \"2019-07-18 15:37:12.000000+00:00\", \"2020-11-05 14:15:57.000000+00:00\", \"2020-01-28 15:12:15.000000+00:00\", \"2021-01-03 01:52:50.000000+00:00\", \"2021-04-28 16:09:51.000000+00:00\", \"2019-08-27 20:26:23.000000+00:00\", \"2021-01-26 06:01:49.000000+00:00\", \"2020-06-07 13:13:11.000000+00:00\", \"2020-01-04 00:27:07.000000+00:00\"], \"session_ids\": [\"fdd7f56e-003b-4663-9bea-ecd8ecccdf58\", \"380baff6-4273-4290-a0fd-e4e88d7cd6a2\", \"ca8b6ff4-5738-4ffc-bafd-aa7384022ed2\", \"9517e702-6ceb-4622-a5e7-0a1ac3c8a937\", \"4eea4557-9841-4e7d-9804-750956af9e56\", \"3be8c2c0-83bd-44f7-9fa9-47d50c763b7e\", \"9621bfd2-d2c0-46b4-9477-0e61d2b0d198\", \"90ba8d9a-0722-414e-aa6b-a36dc2d043f9\", \"0788603e-c52b-4877-9654-4c5fe5282e69\", \"eb9dfbb0-51ca-41fd-9bff-52c422236657\", \"3a48ff1d-8e22-41d6-962c-085b2a74537c\"], \"total_duration\": 3150.0, \"total_sessions\": 11, \"mean_week_duration\": 16.321}}, {\"31417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-24 04:46:14.000000+00:00\", \"2019-01-19 10:00:29.000000+00:00\", \"2021-08-30 08:46:50.000000+00:00\", \"2020-05-06 01:09:08.000000+00:00\", \"2021-10-20 21:31:45.000000+00:00\"], \"session_ids\": [\"d7536ecc-20a6-486b-a743-88b5d6043145\", \"f628b135-ff07-4bff-8924-85a65acb748c\", \"f1adbd7e-effe-4312-ba45-76840ea142ca\", \"6161f15d-c546-4bdb-823e-33d37ca882e5\", \"a5059826-4b63-4e78-9677-1d0a40286922\"], \"total_duration\": 3366.0, \"total_sessions\": 5, \"mean_week_duration\": 23.375}}, {\"51714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-02 10:37:35.000000+00:00\", \"2022-08-31 00:03:04.000000+00:00\", \"2022-01-22 15:39:38.000000+00:00\", \"2021-03-01 00:07:02.000000+00:00\", \"2021-11-26 11:22:13.000000+00:00\", \"2021-04-14 03:03:41.000000+00:00\"], \"session_ids\": [\"628396e2-ba8d-4171-9634-46cbef0fc776\", \"49206128-eca3-414d-9088-a6d3e57a4ca4\", \"05951eda-aeba-4309-95e0-eca9ccddbd22\", \"54451d60-6555-4f04-8a59-bda1bcbf067b\", \"34dd1b8a-a9e2-4512-bffa-249c19e2baec\", \"efab4cc9-7871-4eb9-ab6a-e129dd55b7e9\"], \"total_duration\": 6343.0, \"total_sessions\": 6, \"mean_week_duration\": 80.291}}]\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[{\"84608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-28 21:08:55.000000+00:00\", \"2020-03-30 08:13:37.000000+00:00\", \"2019-07-18 15:37:12.000000+00:00\", \"2020-11-05 14:15:57.000000+00:00\", \"2020-01-28 15:12:15.000000+00:00\", \"2021-01-03 01:52:50.000000+00:00\", \"2021-04-28 16:09:51.000000+00:00\", \"2019-08-27 20:26:23.000000+00:00\", \"2021-01-26 06:01:49.000000+00:00\", \"2020-06-07 13:13:11.000000+00:00\", \"2020-01-04 00:27:07.000000+00:00\"], \"session_ids\": [\"fdd7f56e-003b-4663-9bea-ecd8ecccdf58\", \"380baff6-4273-4290-a0fd-e4e88d7cd6a2\", \"ca8b6ff4-5738-4ffc-bafd-aa7384022ed2\", \"9517e702-6ceb-4622-a5e7-0a1ac3c8a937\", \"4eea4557-9841-4e7d-9804-750956af9e56\", \"3be8c2c0-83bd-44f7-9fa9-47d50c763b7e\", \"9621bfd2-d2c0-46b4-9477-0e61d2b0d198\", \"90ba8d9a-0722-414e-aa6b-a36dc2d043f9\", \"0788603e-c52b-4877-9654-4c5fe5282e69\", \"eb9dfbb0-51ca-41fd-9bff-52c422236657\", \"3a48ff1d-8e22-41d6-962c-085b2a74537c\"], \"total_duration\": 3150.0, \"total_sessions\": 11, \"mean_week_duration\": 16.321}}, {\"31417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-24 04:46:14.000000+00:00\", \"2019-01-19 10:00:29.000000+00:00\", \"2021-08-30 08:46:50.000000+00:00\", \"2020-05-06 01:09:08.000000+00:00\", \"2021-10-20 21:31:45.000000+00:00\"], \"session_ids\": [\"d7536ecc-20a6-486b-a743-88b5d6043145\", \"f628b135-ff07-4bff-8924-85a65acb748c\", \"f1adbd7e-effe-4312-ba45-76840ea142ca\", \"6161f15d-c546-4bdb-823e-33d37ca882e5\", \"a5059826-4b63-4e78-9677-1d0a40286922\"], \"total_duration\": 3366.0, \"total_sessions\": 5, \"mean_week_duration\": 23.375}}, {\"51714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-02 10:37:35.000000+00:00\", \"2022-08-31 00:03:04.000000+00:00\", \"2022-01-22 15:39:38.000000+00:00\", \"2021-03-01 00:07:02.000000+00:00\", \"2021-11-26 11:22:13.000000+00:00\", \"2021-04-14 03:03:41.000000+00:00\"], \"session_ids\": [\"628396e2-ba8d-4171-9634-46cbef0fc776\", \"49206128-eca3-414d-9088-a6d3e57a4ca4\", \"05951eda-aeba-4309-95e0-eca9ccddbd22\", \"54451d60-6555-4f04-8a59-bda1bcbf067b\", \"34dd1b8a-a9e2-4512-bffa-249c19e2baec\", \"efab4cc9-7871-4eb9-ab6a-e129dd55b7e9\"], \"total_duration\": 6343.0, \"total_sessions\": 6, \"mean_week_duration\": 80.291}}]\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 5 users whose city is Panama City additionaly sort by duration total from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37754\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-13 20:52:45.000000+00:00\", \"2022-06-05 10:03:58.000000+00:00\", \"2022-04-07 13:59:29.000000+00:00\", \"2020-06-29 07:43:19.000000+00:00\", \"2019-04-02 20:28:34.000000+00:00\", \"2021-04-17 15:11:36.000000+00:00\", \"2023-03-17 12:13:21.000000+00:00\"], \"session_ids\": [\"f4ae0202-5ee6-4cbb-abba-349210005748\", \"a2bdccd2-5ea1-4723-9052-f88275a6bded\", \"ff8d2373-3dbc-442c-919b-7ff8884b769a\", \"ed6d4b19-8a6e-490d-a8b8-951f5c73f362\", \"0e492635-d99a-410b-8fd6-fb1fb2712f9f\", \"269161a0-f21d-4596-91db-ad88a09d3aea\", \"557d7a90-54af-446e-919b-10f926e8eb11\"], \"total_duration\": 1873.0, \"total_sessions\": 7, \"mean_week_duration\": 8.877}, \"26994\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-07 17:11:14.000000+00:00\", \"2022-01-25 05:38:36.000000+00:00\", \"2019-08-23 18:11:27.000000+00:00\", \"2022-09-23 06:45:48.000000+00:00\"], \"session_ids\": [\"fb2738ba-ba2e-434d-af96-65aa54b47bbf\", \"1c06ab6d-073e-4b47-9056-c6a46cde85bf\", \"67514868-b4ce-48af-bccd-c8dedcf1ba5b\", \"3b7eaca1-be8c-45c2-8c3e-a095e50f80ec\"], \"total_duration\": 1154.0, \"total_sessions\": 4, \"mean_week_duration\": 7.168}, \"42039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-16 06:01:16.000000+00:00\", \"2021-06-04 02:28:37.000000+00:00\", \"2021-04-20 08:27:28.000000+00:00\"], \"session_ids\": [\"1e2dd225-b7d0-4371-877b-921b77da2979\", \"60d42327-0311-4ba7-b8da-85dea6cc7587\", \"dd6236e9-372f-4ea5-b78f-6ae98edd3cf8\"], \"total_duration\": 543.0, \"total_sessions\": 3, \"mean_week_duration\": 4.525}, \"62857\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-18 14:10:59.000000+00:00\", \"2020-10-04 05:56:10.000000+00:00\"], \"session_ids\": [\"2dd725d9-6fa8-4547-af38-0d5fbc1db65e\", \"24136588-3a43-4ef7-9c58-3f631b7989a7\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 6.27}, \"75339\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-25 02:24:39.000000+00:00\", \"2022-03-11 02:40:03.000000+00:00\", \"2020-08-28 17:49:50.000000+00:00\", \"2019-01-22 10:44:49.000000+00:00\", \"2020-03-05 20:55:53.000000+00:00\", \"2022-03-21 23:11:54.000000+00:00\", \"2019-09-06 16:29:29.000000+00:00\", \"2022-10-17 23:56:22.000000+00:00\", \"2019-10-25 06:08:41.000000+00:00\", \"2019-10-21 12:12:38.000000+00:00\"], \"session_ids\": [\"4e247c9b-74d0-4d62-9401-362eb6bebb2e\", \"0de05390-de9a-4ff5-88bb-217eeb8e99b9\", \"2ca4c325-1a57-454c-95a5-06d5fd45354f\", \"9f56b337-220f-41c8-89c5-dad9effac575\", \"c849132e-bb2c-470b-a67d-c7cb2ebec535\", \"032e0b72-cafa-4034-8fec-82d298e48c09\", \"9bcebb22-a93d-40e3-b8b3-a0eeaa002cef\", \"9b8eca44-af08-4061-97f3-78a9962f26c6\", \"8f8bebf1-496e-496a-945e-0157607c8893\", \"fc7a8f52-0670-42bd-b006-c0f63f355894\"], \"total_duration\": 15454.0, \"total_sessions\": 10, \"mean_week_duration\": 79.251}, \"56239\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2020-07-28 07:36:29.000000+00:00\", \"2021-12-01 12:47:56.000000+00:00\", \"2019-06-24 21:29:11.000000+00:00\", \"2022-11-18 18:11:01.000000+00:00\"], \"session_ids\": [\"215ad80b-d259-4240-915c-2751eccb3050\", \"a8106bf1-6f7f-4f5c-9ea3-300e8670a3ed\", \"62cee4d1-a342-4be9-bd82-add0131c6c90\", \"73fb00d6-4d59-4e06-9a05-b98d6e8a3e70\"], \"total_duration\": 156.0, \"total_sessions\": 4, \"mean_week_duration\": 0.876}, \"24548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-27 07:10:30.000000+00:00\", \"2020-04-18 06:14:06.000000+00:00\", \"2021-07-11 20:15:00.000000+00:00\"], \"session_ids\": [\"8f066a97-9bd2-4fdf-976c-e587495576ef\", \"26c2cf5e-a20d-4dc1-af6e-de3c99dafe8d\", \"5e2531d7-1543-49bb-8121-42001993d925\"], \"total_duration\": 932.0, \"total_sessions\": 3, \"mean_week_duration\": 7.281}, \"24502\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-20 07:54:52.000000+00:00\", \"2021-11-02 12:58:10.000000+00:00\"], \"session_ids\": [\"34957854-f4a6-4e5e-8fb3-e781fbb426e7\", \"423dac0c-79ce-45ee-aa78-d752452788c4\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 2.068}, \"89016\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-04-18 14:19:05.000000+00:00\", \"2022-06-04 20:22:41.000000+00:00\"], \"session_ids\": [\"f19da5c9-d668-46eb-b645-c577591a1cfc\", \"3ca88921-2418-4a99-af97-b538ad3c3778\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 4.225}, \"82329\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-24 04:12:44.000000+00:00\", \"2021-12-24 22:17:01.000000+00:00\", \"2022-11-07 02:36:11.000000+00:00\", \"2019-02-04 08:41:10.000000+00:00\", \"2021-05-30 01:46:17.000000+00:00\", \"2023-03-01 14:07:39.000000+00:00\", \"2022-07-19 00:10:59.000000+00:00\", \"2021-01-18 13:40:34.000000+00:00\", \"2021-12-23 02:50:28.000000+00:00\", \"2022-01-30 14:58:30.000000+00:00\", \"2019-05-11 09:51:40.000000+00:00\"], \"session_ids\": [\"222380af-19d5-46af-9fe9-23cd0c7d5aa1\", \"39119ba7-7604-49c1-8006-d3e23bd24af5\", \"9457e604-2c6a-4ae2-85d5-2cbf223833e8\", \"e4edd4c4-ba8c-4480-a3d1-80bab92a00e2\", \"c327061e-b066-4414-bc36-25b080c4d127\", \"ef75efc0-ed92-4862-9593-648d2bae70d7\", \"16884334-ff11-4b5a-919c-7a5956c75f5f\", \"fee4b15c-c363-4a15-a724-66cb572c5a4a\", \"96f28508-1882-444d-ace1-f6081355375f\", \"114ab031-73ed-4658-aaea-f50622c57220\", \"f8467f7f-c96c-4c3f-8228-277532919109\"], \"total_duration\": 862.0, \"total_sessions\": 11, \"mean_week_duration\": 4.047}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Panama City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Panama City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the users with a duration total that is above 3639 and below 1535 in addition carry out sorting by overall total duration from the largest to the smallest."
}
] |
[
{
"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{\"56124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-19 13:54:14.000000+00:00\", \"2022-08-19 05:37:45.000000+00:00\", \"2020-11-28 17:50:26.000000+00:00\"], \"session_ids\": [\"84931a70-3f12-4844-8f3c-eb9d13af707a\", \"e2b7429a-056e-4bc8-9d89-917dbd22380c\", \"7b2f5ea3-ed44-446e-9090-0012eaf5766c\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 3.289}, \"32813\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-17 10:40:26.000000+00:00\", \"2022-09-21 21:09:43.000000+00:00\", \"2021-09-15 01:05:27.000000+00:00\"], \"session_ids\": [\"4c396218-bd42-4550-aaf0-dd04abeb3d89\", \"21637518-29fb-4b66-8740-4be071b8d8ff\", \"b4ec8daf-bbb6-4c99-9ca5-9c2feb277254\"], \"total_duration\": 193.0, \"total_sessions\": 3, \"mean_week_duration\": 2.757}, \"70028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-17 11:05:40.000000+00:00\", \"2019-08-22 12:23:25.000000+00:00\", \"2020-01-24 01:05:44.000000+00:00\", \"2020-05-08 20:18:34.000000+00:00\", \"2021-11-25 16:49:20.000000+00:00\", \"2022-04-13 02:23:05.000000+00:00\", \"2019-01-17 04:31:07.000000+00:00\", \"2021-07-02 06:08:47.000000+00:00\"], \"session_ids\": [\"181763f6-7ba8-4f55-9b03-5eecb9fe79c1\", \"2c3c196e-70f4-4965-8452-da349370cde0\", \"47713cec-a4db-4414-a78c-558fbc486600\", \"e451b629-99c8-4fe4-a04f-d9e0d91614b5\", \"d28f5001-e81f-4605-b7d7-5d88906aeb02\", \"c1f19ad3-4057-4969-90b6-3bce3d36d9ff\", \"71522c92-29fd-480b-9432-6747a16ff22e\", \"8d469a04-b833-4fdf-889f-f3a10ebe59fe\"], \"total_duration\": 6615.0, \"total_sessions\": 8, \"mean_week_duration\": 36.148}, \"85820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-03-25 17:16:54.000000+00:00\", \"2021-10-09 05:41:46.000000+00:00\", \"2020-01-14 18:58:34.000000+00:00\"], \"session_ids\": [\"02c5b626-8388-4c50-bcb0-11890be90e06\", \"01041b2d-5134-4e9e-b224-ee96d8a98dfd\", \"8620bba4-baea-4295-b58e-6e6aef36aee7\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 3.275}, \"91743\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-23 11:33:07.000000+00:00\", \"2021-06-16 07:31:39.000000+00:00\", \"2023-04-04 02:48:30.000000+00:00\"], \"session_ids\": [\"85594c2b-968a-4cd7-adf4-7cc38d5ffe90\", \"f3584028-322c-492c-9db0-8cc219c4d8cc\", \"844791a6-45f7-49d0-a2f0-3ac2a63b57bd\"], \"total_duration\": 475.0, \"total_sessions\": 3, \"mean_week_duration\": 2.699}, \"19548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-04 08:34:18.000000+00:00\", \"2021-04-11 09:51:00.000000+00:00\", \"2021-05-05 17:19:02.000000+00:00\", \"2020-03-17 20:05:06.000000+00:00\"], \"session_ids\": [\"67d99f8c-d8e3-464a-821d-eb5917a13781\", \"a44d5103-ef90-4f56-92fc-8ccddc84f611\", \"20c811fe-0e18-46fc-9d8c-acf17b590308\", \"dc411090-6bc0-42f6-b1ba-32b59f5f35d9\"], \"total_duration\": 887.0, \"total_sessions\": 4, \"mean_week_duration\": 15.034}, \"44146\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-18 21:37:57.000000+00:00\", \"2023-01-24 23:03:22.000000+00:00\"], \"session_ids\": [\"00840fa0-b2bb-472d-b8dc-1d83652e98b3\", \"41f76fcd-c748-41ab-83ab-d63c8809008e\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 27.5}, \"99009\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-09 07:02:52.000000+00:00\", \"2022-03-25 07:58:02.000000+00:00\"], \"session_ids\": [\"0e691d18-0a86-4fa6-90b3-4666582ec562\", \"6547e5e5-43e4-419b-a6c0-41e384aeb067\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 2.44}, \"72065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-27 17:10:00.000000+00:00\", \"2021-04-04 04:31:41.000000+00:00\"], \"session_ids\": [\"8ced70cc-6d97-434a-abda-afc5f89ce7b1\", \"5c9a4120-6e84-4185-bd5c-90add9705c70\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 7.3}, \"71359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-08 22:21:33.000000+00:00\", \"2023-04-19 19:43:11.000000+00:00\"], \"session_ids\": [\"3295e059-2ad9-4a78-b438-a0963bf49a69\", \"97f58142-c65c-4e4d-ac00-8ce3bdfd7e38\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.107}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 1535 and are equal or greater than 3639"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1535, 3639]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-19 13:54:14.000000+00:00\", \"2022-08-19 05:37:45.000000+00:00\", \"2020-11-28 17:50:26.000000+00:00\"], \"session_ids\": [\"84931a70-3f12-4844-8f3c-eb9d13af707a\", \"e2b7429a-056e-4bc8-9d89-917dbd22380c\", \"7b2f5ea3-ed44-446e-9090-0012eaf5766c\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 3.289}, \"32813\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-17 10:40:26.000000+00:00\", \"2022-09-21 21:09:43.000000+00:00\", \"2021-09-15 01:05:27.000000+00:00\"], \"session_ids\": [\"4c396218-bd42-4550-aaf0-dd04abeb3d89\", \"21637518-29fb-4b66-8740-4be071b8d8ff\", \"b4ec8daf-bbb6-4c99-9ca5-9c2feb277254\"], \"total_duration\": 193.0, \"total_sessions\": 3, \"mean_week_duration\": 2.757}, \"85820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-03-25 17:16:54.000000+00:00\", \"2021-10-09 05:41:46.000000+00:00\", \"2020-01-14 18:58:34.000000+00:00\"], \"session_ids\": [\"02c5b626-8388-4c50-bcb0-11890be90e06\", \"01041b2d-5134-4e9e-b224-ee96d8a98dfd\", \"8620bba4-baea-4295-b58e-6e6aef36aee7\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 3.275}, \"91743\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-23 11:33:07.000000+00:00\", \"2021-06-16 07:31:39.000000+00:00\", \"2023-04-04 02:48:30.000000+00:00\"], \"session_ids\": [\"85594c2b-968a-4cd7-adf4-7cc38d5ffe90\", \"f3584028-322c-492c-9db0-8cc219c4d8cc\", \"844791a6-45f7-49d0-a2f0-3ac2a63b57bd\"], \"total_duration\": 475.0, \"total_sessions\": 3, \"mean_week_duration\": 2.699}, \"19548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-04 08:34:18.000000+00:00\", \"2021-04-11 09:51:00.000000+00:00\", \"2021-05-05 17:19:02.000000+00:00\", \"2020-03-17 20:05:06.000000+00:00\"], \"session_ids\": [\"67d99f8c-d8e3-464a-821d-eb5917a13781\", \"a44d5103-ef90-4f56-92fc-8ccddc84f611\", \"20c811fe-0e18-46fc-9d8c-acf17b590308\", \"dc411090-6bc0-42f6-b1ba-32b59f5f35d9\"], \"total_duration\": 887.0, \"total_sessions\": 4, \"mean_week_duration\": 15.034}, \"44146\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-18 21:37:57.000000+00:00\", \"2023-01-24 23:03:22.000000+00:00\"], \"session_ids\": [\"00840fa0-b2bb-472d-b8dc-1d83652e98b3\", \"41f76fcd-c748-41ab-83ab-d63c8809008e\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 27.5}, \"99009\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-09 07:02:52.000000+00:00\", \"2022-03-25 07:58:02.000000+00:00\"], \"session_ids\": [\"0e691d18-0a86-4fa6-90b3-4666582ec562\", \"6547e5e5-43e4-419b-a6c0-41e384aeb067\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 2.44}, \"72065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-27 17:10:00.000000+00:00\", \"2021-04-04 04:31:41.000000+00:00\"], \"session_ids\": [\"8ced70cc-6d97-434a-abda-afc5f89ce7b1\", \"5c9a4120-6e84-4185-bd5c-90add9705c70\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 7.3}, \"71359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-08 22:21:33.000000+00:00\", \"2023-04-19 19:43:11.000000+00:00\"], \"session_ids\": [\"3295e059-2ad9-4a78-b438-a0963bf49a69\", \"97f58142-c65c-4e4d-ac00-8ce3bdfd7e38\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.107}, \"70028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-17 11:05:40.000000+00:00\", \"2019-08-22 12:23:25.000000+00:00\", \"2020-01-24 01:05:44.000000+00:00\", \"2020-05-08 20:18:34.000000+00:00\", \"2021-11-25 16:49:20.000000+00:00\", \"2022-04-13 02:23:05.000000+00:00\", \"2019-01-17 04:31:07.000000+00:00\", \"2021-07-02 06:08:47.000000+00:00\"], \"session_ids\": [\"181763f6-7ba8-4f55-9b03-5eecb9fe79c1\", \"2c3c196e-70f4-4965-8452-da349370cde0\", \"47713cec-a4db-4414-a78c-558fbc486600\", \"e451b629-99c8-4fe4-a04f-d9e0d91614b5\", \"d28f5001-e81f-4605-b7d7-5d88906aeb02\", \"c1f19ad3-4057-4969-90b6-3bce3d36d9ff\", \"71522c92-29fd-480b-9432-6747a16ff22e\", \"8d469a04-b833-4fdf-889f-f3a10ebe59fe\"], \"total_duration\": 6615.0, \"total_sessions\": 8, \"mean_week_duration\": 36.148}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by 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[{\"70028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-17 11:05:40.000000+00:00\", \"2019-08-22 12:23:25.000000+00:00\", \"2020-01-24 01:05:44.000000+00:00\", \"2020-05-08 20:18:34.000000+00:00\", \"2021-11-25 16:49:20.000000+00:00\", \"2022-04-13 02:23:05.000000+00:00\", \"2019-01-17 04:31:07.000000+00:00\", \"2021-07-02 06:08:47.000000+00:00\"], \"session_ids\": [\"181763f6-7ba8-4f55-9b03-5eecb9fe79c1\", \"2c3c196e-70f4-4965-8452-da349370cde0\", \"47713cec-a4db-4414-a78c-558fbc486600\", \"e451b629-99c8-4fe4-a04f-d9e0d91614b5\", \"d28f5001-e81f-4605-b7d7-5d88906aeb02\", \"c1f19ad3-4057-4969-90b6-3bce3d36d9ff\", \"71522c92-29fd-480b-9432-6747a16ff22e\", \"8d469a04-b833-4fdf-889f-f3a10ebe59fe\"], \"total_duration\": 6615.0, \"total_sessions\": 8, \"mean_week_duration\": 36.148}}, {\"19548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-04 08:34:18.000000+00:00\", \"2021-04-11 09:51:00.000000+00:00\", \"2021-05-05 17:19:02.000000+00:00\", \"2020-03-17 20:05:06.000000+00:00\"], \"session_ids\": [\"67d99f8c-d8e3-464a-821d-eb5917a13781\", \"a44d5103-ef90-4f56-92fc-8ccddc84f611\", \"20c811fe-0e18-46fc-9d8c-acf17b590308\", \"dc411090-6bc0-42f6-b1ba-32b59f5f35d9\"], \"total_duration\": 887.0, \"total_sessions\": 4, \"mean_week_duration\": 15.034}}, {\"91743\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-23 11:33:07.000000+00:00\", \"2021-06-16 07:31:39.000000+00:00\", \"2023-04-04 02:48:30.000000+00:00\"], \"session_ids\": [\"85594c2b-968a-4cd7-adf4-7cc38d5ffe90\", \"f3584028-322c-492c-9db0-8cc219c4d8cc\", \"844791a6-45f7-49d0-a2f0-3ac2a63b57bd\"], \"total_duration\": 475.0, \"total_sessions\": 3, \"mean_week_duration\": 2.699}}, {\"72065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-27 17:10:00.000000+00:00\", \"2021-04-04 04:31:41.000000+00:00\"], \"session_ids\": [\"8ced70cc-6d97-434a-abda-afc5f89ce7b1\", \"5c9a4120-6e84-4185-bd5c-90add9705c70\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 7.3}}, {\"44146\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-18 21:37:57.000000+00:00\", \"2023-01-24 23:03:22.000000+00:00\"], \"session_ids\": [\"00840fa0-b2bb-472d-b8dc-1d83652e98b3\", \"41f76fcd-c748-41ab-83ab-d63c8809008e\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 27.5}}, {\"85820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-03-25 17:16:54.000000+00:00\", \"2021-10-09 05:41:46.000000+00:00\", \"2020-01-14 18:58:34.000000+00:00\"], \"session_ids\": [\"02c5b626-8388-4c50-bcb0-11890be90e06\", \"01041b2d-5134-4e9e-b224-ee96d8a98dfd\", \"8620bba4-baea-4295-b58e-6e6aef36aee7\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 3.275}}, {\"56124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-19 13:54:14.000000+00:00\", \"2022-08-19 05:37:45.000000+00:00\", \"2020-11-28 17:50:26.000000+00:00\"], \"session_ids\": [\"84931a70-3f12-4844-8f3c-eb9d13af707a\", \"e2b7429a-056e-4bc8-9d89-917dbd22380c\", \"7b2f5ea3-ed44-446e-9090-0012eaf5766c\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 3.289}}, {\"99009\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-09 07:02:52.000000+00:00\", \"2022-03-25 07:58:02.000000+00:00\"], \"session_ids\": [\"0e691d18-0a86-4fa6-90b3-4666582ec562\", \"6547e5e5-43e4-419b-a6c0-41e384aeb067\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 2.44}}, {\"32813\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-17 10:40:26.000000+00:00\", \"2022-09-21 21:09:43.000000+00:00\", \"2021-09-15 01:05:27.000000+00:00\"], \"session_ids\": [\"4c396218-bd42-4550-aaf0-dd04abeb3d89\", \"21637518-29fb-4b66-8740-4be071b8d8ff\", \"b4ec8daf-bbb6-4c99-9ca5-9c2feb277254\"], \"total_duration\": 193.0, \"total_sessions\": 3, \"mean_week_duration\": 2.757}}, {\"71359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-08 22:21:33.000000+00:00\", \"2023-04-19 19:43:11.000000+00:00\"], \"session_ids\": [\"3295e059-2ad9-4a78-b438-a0963bf49a69\", \"97f58142-c65c-4e4d-ac00-8ce3bdfd7e38\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.107}}]\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[{\"70028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-17 11:05:40.000000+00:00\", \"2019-08-22 12:23:25.000000+00:00\", \"2020-01-24 01:05:44.000000+00:00\", \"2020-05-08 20:18:34.000000+00:00\", \"2021-11-25 16:49:20.000000+00:00\", \"2022-04-13 02:23:05.000000+00:00\", \"2019-01-17 04:31:07.000000+00:00\", \"2021-07-02 06:08:47.000000+00:00\"], \"session_ids\": [\"181763f6-7ba8-4f55-9b03-5eecb9fe79c1\", \"2c3c196e-70f4-4965-8452-da349370cde0\", \"47713cec-a4db-4414-a78c-558fbc486600\", \"e451b629-99c8-4fe4-a04f-d9e0d91614b5\", \"d28f5001-e81f-4605-b7d7-5d88906aeb02\", \"c1f19ad3-4057-4969-90b6-3bce3d36d9ff\", \"71522c92-29fd-480b-9432-6747a16ff22e\", \"8d469a04-b833-4fdf-889f-f3a10ebe59fe\"], \"total_duration\": 6615.0, \"total_sessions\": 8, \"mean_week_duration\": 36.148}}, {\"19548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-04 08:34:18.000000+00:00\", \"2021-04-11 09:51:00.000000+00:00\", \"2021-05-05 17:19:02.000000+00:00\", \"2020-03-17 20:05:06.000000+00:00\"], \"session_ids\": [\"67d99f8c-d8e3-464a-821d-eb5917a13781\", \"a44d5103-ef90-4f56-92fc-8ccddc84f611\", \"20c811fe-0e18-46fc-9d8c-acf17b590308\", \"dc411090-6bc0-42f6-b1ba-32b59f5f35d9\"], \"total_duration\": 887.0, \"total_sessions\": 4, \"mean_week_duration\": 15.034}}, {\"91743\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-23 11:33:07.000000+00:00\", \"2021-06-16 07:31:39.000000+00:00\", \"2023-04-04 02:48:30.000000+00:00\"], \"session_ids\": [\"85594c2b-968a-4cd7-adf4-7cc38d5ffe90\", \"f3584028-322c-492c-9db0-8cc219c4d8cc\", \"844791a6-45f7-49d0-a2f0-3ac2a63b57bd\"], \"total_duration\": 475.0, \"total_sessions\": 3, \"mean_week_duration\": 2.699}}, {\"72065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-27 17:10:00.000000+00:00\", \"2021-04-04 04:31:41.000000+00:00\"], \"session_ids\": [\"8ced70cc-6d97-434a-abda-afc5f89ce7b1\", \"5c9a4120-6e84-4185-bd5c-90add9705c70\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 7.3}}, {\"44146\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-18 21:37:57.000000+00:00\", \"2023-01-24 23:03:22.000000+00:00\"], \"session_ids\": [\"00840fa0-b2bb-472d-b8dc-1d83652e98b3\", \"41f76fcd-c748-41ab-83ab-d63c8809008e\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 27.5}}, {\"85820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-03-25 17:16:54.000000+00:00\", \"2021-10-09 05:41:46.000000+00:00\", \"2020-01-14 18:58:34.000000+00:00\"], \"session_ids\": [\"02c5b626-8388-4c50-bcb0-11890be90e06\", \"01041b2d-5134-4e9e-b224-ee96d8a98dfd\", \"8620bba4-baea-4295-b58e-6e6aef36aee7\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 3.275}}, {\"56124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-19 13:54:14.000000+00:00\", \"2022-08-19 05:37:45.000000+00:00\", \"2020-11-28 17:50:26.000000+00:00\"], \"session_ids\": [\"84931a70-3f12-4844-8f3c-eb9d13af707a\", \"e2b7429a-056e-4bc8-9d89-917dbd22380c\", \"7b2f5ea3-ed44-446e-9090-0012eaf5766c\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 3.289}}, {\"99009\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-09 07:02:52.000000+00:00\", \"2022-03-25 07:58:02.000000+00:00\"], \"session_ids\": [\"0e691d18-0a86-4fa6-90b3-4666582ec562\", \"6547e5e5-43e4-419b-a6c0-41e384aeb067\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 2.44}}, {\"32813\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-17 10:40:26.000000+00:00\", \"2022-09-21 21:09:43.000000+00:00\", \"2021-09-15 01:05:27.000000+00:00\"], \"session_ids\": [\"4c396218-bd42-4550-aaf0-dd04abeb3d89\", \"21637518-29fb-4b66-8740-4be071b8d8ff\", \"b4ec8daf-bbb6-4c99-9ca5-9c2feb277254\"], \"total_duration\": 193.0, \"total_sessions\": 3, \"mean_week_duration\": 2.757}}, {\"71359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-08 22:21:33.000000+00:00\", \"2023-04-19 19:43:11.000000+00:00\"], \"session_ids\": [\"3295e059-2ad9-4a78-b438-a0963bf49a69\", \"97f58142-c65c-4e4d-ac00-8ce3bdfd7e38\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.107}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 2 users with a duration of sessions per week that is 10 in addition sort by city title 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{\"71454\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-24 22:51:18.000000+00:00\", \"2022-08-06 05:29:36.000000+00:00\"], \"session_ids\": [\"31adc162-4598-4af2-9181-cf6d4a9861eb\", \"f955181f-c2ad-4172-9867-ecb2b24b7457\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 15.84}, \"75789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-26 23:08:27.000000+00:00\", \"2023-06-03 20:28:48.000000+00:00\", \"2022-09-14 23:10:36.000000+00:00\"], \"session_ids\": [\"f400d7f9-afc7-4460-ab1d-ed00b9bb6af4\", \"22501a53-283c-48ac-8214-84cfbae06018\", \"a2821464-4761-439b-906f-bc8a7452c0dc\"], \"total_duration\": 1074.0, \"total_sessions\": 3, \"mean_week_duration\": 9.764}, \"57256\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-02-03 21:39:13.000000+00:00\", \"2023-04-17 11:54:36.000000+00:00\"], \"session_ids\": [\"abe57bfd-b043-415e-bce4-fc0d80a746fd\", \"92ccab04-b904-45e1-9603-a75ae491e372\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.437}, \"61195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-26 02:35:42.000000+00:00\", \"2021-10-13 18:59:14.000000+00:00\", \"2019-10-19 14:11:24.000000+00:00\"], \"session_ids\": [\"4ed91b16-87a2-4d3c-b86b-46457e3019a2\", \"ae178d8d-0bce-48f5-8c69-5325d3fcd0f2\", \"0ac13d44-cc71-41bd-a4a8-7654c810d2b5\"], \"total_duration\": 210.0, \"total_sessions\": 3, \"mean_week_duration\": 2.019}, \"11185\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-07 08:49:00.000000+00:00\", \"2023-04-28 12:24:46.000000+00:00\"], \"session_ids\": [\"36fb3391-9cd5-4dfd-a86a-b532f4bc56d4\", \"6c773652-186a-4957-8b40-77b45fa6df14\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}, \"71735\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-15 02:08:19.000000+00:00\", \"2021-12-03 22:22:40.000000+00:00\"], \"session_ids\": [\"8f644449-9c9c-473b-b701-58d649a1815d\", \"6c0ccb06-aa8d-4066-900d-18b5656d70e3\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 3.411}, \"84033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-03-25 20:30:18.000000+00:00\", \"2022-03-06 21:41:01.000000+00:00\", \"2019-10-29 05:08:24.000000+00:00\", \"2022-08-12 01:24:09.000000+00:00\", \"2022-12-30 20:45:00.000000+00:00\", \"2019-08-21 04:33:39.000000+00:00\", \"2022-03-03 22:24:02.000000+00:00\", \"2020-07-14 01:24:16.000000+00:00\", \"2021-09-27 23:41:56.000000+00:00\", \"2019-07-09 18:56:06.000000+00:00\"], \"session_ids\": [\"2ce5d01f-d679-41f1-9c33-96766ab14b0a\", \"a2ac1e9a-4b84-4def-b0e1-a86dd0c3130b\", \"14dc33a3-c4d0-465b-adef-9367c2fe43cc\", \"0199709f-29a0-4a2f-8872-9463044bd831\", \"8c79bd0b-ed7b-4029-8354-91646f4bbd52\", \"463cab4f-869a-461f-a64b-06e3cb250979\", \"5642080f-8d20-43e2-b223-87b9eb9dfe05\", \"26f95cbc-3946-4204-9dc7-b1fbd4140fc4\", \"d8611aef-9649-43a4-83df-4ffb3b145664\", \"0b876deb-310f-412e-9b40-9dfc9e63e45e\"], \"total_duration\": 3251.0, \"total_sessions\": 10, \"mean_week_duration\": 17.863}, \"93219\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-24 17:49:27.000000+00:00\", \"2019-08-10 19:34:58.000000+00:00\"], \"session_ids\": [\"a4f15fb5-3b15-4479-ab71-f5ba9acb9832\", \"bec49d00-bfdf-4b45-9e0e-c639579f844c\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 4.117}, \"8318\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-08 17:44:34.000000+00:00\", \"2022-11-11 09:39:38.000000+00:00\"], \"session_ids\": [\"e0c106bd-e76e-4bc3-8f30-cfd364d724ab\", \"89503719-0619-49f3-971d-f8aa2dcebe5e\"], \"total_duration\": 336.0, \"total_sessions\": 2, \"mean_week_duration\": 2.847}, \"41069\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-29 01:53:41.000000+00:00\", \"2021-02-20 10:57:30.000000+00:00\"], \"session_ids\": [\"5cecf1e5-4dc8-4a95-bb8c-b20992c6c0d0\", \"e61ddf28-d076-4871-8395-430900b87f04\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 7.143}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 49]]}}}\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": "Could you tell me about 6 users who have mean week duration bigger than 1 + carry out sorting by sessions count ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 8, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-15 18:59:26.000000+00:00\", \"2019-08-28 18:06:30.000000+00:00\"], \"session_ids\": [\"380614fd-7946-4076-b53d-4b7adae133e6\", \"b357ae2f-bfa8-4b4c-ae14-bbc63c29b67b\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}, \"20837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-16 15:42:16.000000+00:00\", \"2022-08-16 10:18:43.000000+00:00\", \"2020-09-20 14:36:22.000000+00:00\", \"2019-08-05 01:15:11.000000+00:00\"], \"session_ids\": [\"fe2e3876-c649-4422-a940-b3ea208f719d\", \"27754c0d-cf63-4977-acfe-5a04976554c8\", \"d3e27980-bb03-4d92-be0c-4587053065ef\", \"8829b58a-8afc-4d3c-81eb-972ad1f8e7c2\"], \"total_duration\": 1658.0, \"total_sessions\": 4, \"mean_week_duration\": 10.428}, \"35006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-19 19:16:36.000000+00:00\", \"2022-09-10 18:55:26.000000+00:00\", \"2020-12-29 12:26:14.000000+00:00\", \"2020-06-15 21:46:06.000000+00:00\", \"2022-10-13 03:54:27.000000+00:00\", \"2020-10-04 00:23:05.000000+00:00\", \"2023-01-01 21:08:07.000000+00:00\", \"2023-02-20 12:26:25.000000+00:00\"], \"session_ids\": [\"68474cfe-abf6-4d86-b95a-26d881088164\", \"c8cab2b8-2f50-4b08-b21d-709febf5bfdd\", \"a4be0627-13c9-4bd5-ba33-17f6a5be4a20\", \"9242bc23-f2c2-4d10-b5d8-3e34fa2c1b39\", \"f90f4867-8450-4b5a-b56e-ad9ad5fcc4ad\", \"c4092e8e-e6e9-4503-9619-6cf5ab88fccf\", \"cabcbfe5-c6ff-4cfa-ac24-beac8a062644\", \"3179fa91-6fa3-460c-9444-d1dbd6a5b97b\"], \"total_duration\": 95.0, \"total_sessions\": 8, \"mean_week_duration\": 0.679}, \"35425\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-21 18:48:18.000000+00:00\", \"2023-03-15 14:55:33.000000+00:00\"], \"session_ids\": [\"7874096d-462e-46ab-bf57-a9b9a7df8247\", \"4a7003aa-d7cb-4b36-877f-53a0e6a1cac1\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.938}, \"30892\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-07 00:30:38.000000+00:00\", \"2020-01-07 20:46:41.000000+00:00\", \"2020-07-11 14:03:28.000000+00:00\"], \"session_ids\": [\"86052e3c-b13e-4052-b5ae-24ca9c424462\", \"549be0d4-93c9-4cfa-b35f-9da92e6f1ed7\", \"bb1cf06e-fc02-4c5a-ac58-0a9b9fe21d9c\"], \"total_duration\": 307.0, \"total_sessions\": 3, \"mean_week_duration\": 9.903}, \"19473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-01-13 14:01:44.000000+00:00\", \"2023-06-04 16:27:15.000000+00:00\"], \"session_ids\": [\"7fbd21b9-865d-49aa-a5f7-63ec2c86b9c5\", \"c6b3caee-6ce2-41e8-bc09-9e259dfd0cc2\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.896}, \"98400\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-08 23:24:54.000000+00:00\", \"2023-02-06 23:26:45.000000+00:00\", \"2021-11-17 06:13:33.000000+00:00\", \"2022-11-29 11:16:41.000000+00:00\"], \"session_ids\": [\"38cb4e2a-4aba-41c0-b104-a286e206129d\", \"ea32ca69-789f-446b-b85f-fc92bf9ac3ed\", \"613df91c-3a49-40a0-b839-5ca0bd844b0e\", \"17abb81a-60da-4a81-8d60-6eca8e6b13a7\"], \"total_duration\": 28.0, \"total_sessions\": 4, \"mean_week_duration\": 0.207}, \"36791\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-18 09:58:39.000000+00:00\", \"2020-10-30 23:08:41.000000+00:00\"], \"session_ids\": [\"312e276d-eac8-4e5e-88e3-a200a1c6fb99\", \"a334e735-0787-496e-8b85-4137b67c7fe1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}, \"66617\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-30 13:43:04.000000+00:00\", \"2021-02-05 21:22:57.000000+00:00\"], \"session_ids\": [\"a72b51c5-e501-4f2b-8fa9-dbdda6b5b196\", \"52f0933e-9d78-40e5-a8e1-6734c77566b5\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 1.67}, \"58726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-25 21:44:53.000000+00:00\", \"2020-06-12 08:55:02.000000+00:00\", \"2020-12-05 21:02:49.000000+00:00\", \"2023-04-22 09:21:49.000000+00:00\", \"2020-04-19 18:31:32.000000+00:00\"], \"session_ids\": [\"26c5e3b9-aa5f-49ac-bb7f-4f492d367272\", \"6103d5ab-c524-401a-adfd-79c82abffee5\", \"d10eeb87-f4b4-424d-bece-80d5315d0c92\", \"a19b2960-59f0-43d4-8c9b-25345e582eee\", \"a985c67e-77c8-4255-ad3c-48e93c03b26e\"], \"total_duration\": 1362.0, \"total_sessions\": 5, \"mean_week_duration\": 8.675}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 1"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 29]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 8, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-15 18:59:26.000000+00:00\", \"2019-08-28 18:06:30.000000+00:00\"], \"session_ids\": [\"380614fd-7946-4076-b53d-4b7adae133e6\", \"b357ae2f-bfa8-4b4c-ae14-bbc63c29b67b\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}, \"20837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-16 15:42:16.000000+00:00\", \"2022-08-16 10:18:43.000000+00:00\", \"2020-09-20 14:36:22.000000+00:00\", \"2019-08-05 01:15:11.000000+00:00\"], \"session_ids\": [\"fe2e3876-c649-4422-a940-b3ea208f719d\", \"27754c0d-cf63-4977-acfe-5a04976554c8\", \"d3e27980-bb03-4d92-be0c-4587053065ef\", \"8829b58a-8afc-4d3c-81eb-972ad1f8e7c2\"], \"total_duration\": 1658.0, \"total_sessions\": 4, \"mean_week_duration\": 10.428}, \"30892\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-07 00:30:38.000000+00:00\", \"2020-01-07 20:46:41.000000+00:00\", \"2020-07-11 14:03:28.000000+00:00\"], \"session_ids\": [\"86052e3c-b13e-4052-b5ae-24ca9c424462\", \"549be0d4-93c9-4cfa-b35f-9da92e6f1ed7\", \"bb1cf06e-fc02-4c5a-ac58-0a9b9fe21d9c\"], \"total_duration\": 307.0, \"total_sessions\": 3, \"mean_week_duration\": 9.903}, \"19473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-01-13 14:01:44.000000+00:00\", \"2023-06-04 16:27:15.000000+00:00\"], \"session_ids\": [\"7fbd21b9-865d-49aa-a5f7-63ec2c86b9c5\", \"c6b3caee-6ce2-41e8-bc09-9e259dfd0cc2\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.896}, \"36791\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-18 09:58:39.000000+00:00\", \"2020-10-30 23:08:41.000000+00:00\"], \"session_ids\": [\"312e276d-eac8-4e5e-88e3-a200a1c6fb99\", \"a334e735-0787-496e-8b85-4137b67c7fe1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}, \"66617\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-30 13:43:04.000000+00:00\", \"2021-02-05 21:22:57.000000+00:00\"], \"session_ids\": [\"a72b51c5-e501-4f2b-8fa9-dbdda6b5b196\", \"52f0933e-9d78-40e5-a8e1-6734c77566b5\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 1.67}, \"58726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-25 21:44:53.000000+00:00\", \"2020-06-12 08:55:02.000000+00:00\", \"2020-12-05 21:02:49.000000+00:00\", \"2023-04-22 09:21:49.000000+00:00\", \"2020-04-19 18:31:32.000000+00:00\"], \"session_ids\": [\"26c5e3b9-aa5f-49ac-bb7f-4f492d367272\", \"6103d5ab-c524-401a-adfd-79c82abffee5\", \"d10eeb87-f4b4-424d-bece-80d5315d0c92\", \"a19b2960-59f0-43d4-8c9b-25345e582eee\", \"a985c67e-77c8-4255-ad3c-48e93c03b26e\"], \"total_duration\": 1362.0, \"total_sessions\": 5, \"mean_week_duration\": 8.675}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 8, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-15 18:59:26.000000+00:00\", \"2019-08-28 18:06:30.000000+00:00\"], \"session_ids\": [\"380614fd-7946-4076-b53d-4b7adae133e6\", \"b357ae2f-bfa8-4b4c-ae14-bbc63c29b67b\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}}, {\"19473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-01-13 14:01:44.000000+00:00\", \"2023-06-04 16:27:15.000000+00:00\"], \"session_ids\": [\"7fbd21b9-865d-49aa-a5f7-63ec2c86b9c5\", \"c6b3caee-6ce2-41e8-bc09-9e259dfd0cc2\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.896}}, {\"36791\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-18 09:58:39.000000+00:00\", \"2020-10-30 23:08:41.000000+00:00\"], \"session_ids\": [\"312e276d-eac8-4e5e-88e3-a200a1c6fb99\", \"a334e735-0787-496e-8b85-4137b67c7fe1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}}, {\"66617\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-30 13:43:04.000000+00:00\", \"2021-02-05 21:22:57.000000+00:00\"], \"session_ids\": [\"a72b51c5-e501-4f2b-8fa9-dbdda6b5b196\", \"52f0933e-9d78-40e5-a8e1-6734c77566b5\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 1.67}}, {\"30892\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-07 00:30:38.000000+00:00\", \"2020-01-07 20:46:41.000000+00:00\", \"2020-07-11 14:03:28.000000+00:00\"], \"session_ids\": [\"86052e3c-b13e-4052-b5ae-24ca9c424462\", \"549be0d4-93c9-4cfa-b35f-9da92e6f1ed7\", \"bb1cf06e-fc02-4c5a-ac58-0a9b9fe21d9c\"], \"total_duration\": 307.0, \"total_sessions\": 3, \"mean_week_duration\": 9.903}}, {\"20837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-16 15:42:16.000000+00:00\", \"2022-08-16 10:18:43.000000+00:00\", \"2020-09-20 14:36:22.000000+00:00\", \"2019-08-05 01:15:11.000000+00:00\"], \"session_ids\": [\"fe2e3876-c649-4422-a940-b3ea208f719d\", \"27754c0d-cf63-4977-acfe-5a04976554c8\", \"d3e27980-bb03-4d92-be0c-4587053065ef\", \"8829b58a-8afc-4d3c-81eb-972ad1f8e7c2\"], \"total_duration\": 1658.0, \"total_sessions\": 4, \"mean_week_duration\": 10.428}}, {\"58726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-25 21:44:53.000000+00:00\", \"2020-06-12 08:55:02.000000+00:00\", \"2020-12-05 21:02:49.000000+00:00\", \"2023-04-22 09:21:49.000000+00:00\", \"2020-04-19 18:31:32.000000+00:00\"], \"session_ids\": [\"26c5e3b9-aa5f-49ac-bb7f-4f492d367272\", \"6103d5ab-c524-401a-adfd-79c82abffee5\", \"d10eeb87-f4b4-424d-bece-80d5315d0c92\", \"a19b2960-59f0-43d4-8c9b-25345e582eee\", \"a985c67e-77c8-4255-ad3c-48e93c03b26e\"], \"total_duration\": 1362.0, \"total_sessions\": 5, \"mean_week_duration\": 8.675}}]\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[{\"25743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 8, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-15 18:59:26.000000+00:00\", \"2019-08-28 18:06:30.000000+00:00\"], \"session_ids\": [\"380614fd-7946-4076-b53d-4b7adae133e6\", \"b357ae2f-bfa8-4b4c-ae14-bbc63c29b67b\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}}, {\"19473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-01-13 14:01:44.000000+00:00\", \"2023-06-04 16:27:15.000000+00:00\"], \"session_ids\": [\"7fbd21b9-865d-49aa-a5f7-63ec2c86b9c5\", \"c6b3caee-6ce2-41e8-bc09-9e259dfd0cc2\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.896}}, {\"36791\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-18 09:58:39.000000+00:00\", \"2020-10-30 23:08:41.000000+00:00\"], \"session_ids\": [\"312e276d-eac8-4e5e-88e3-a200a1c6fb99\", \"a334e735-0787-496e-8b85-4137b67c7fe1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}}, {\"66617\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-30 13:43:04.000000+00:00\", \"2021-02-05 21:22:57.000000+00:00\"], \"session_ids\": [\"a72b51c5-e501-4f2b-8fa9-dbdda6b5b196\", \"52f0933e-9d78-40e5-a8e1-6734c77566b5\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 1.67}}, {\"30892\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-07 00:30:38.000000+00:00\", \"2020-01-07 20:46:41.000000+00:00\", \"2020-07-11 14:03:28.000000+00:00\"], \"session_ids\": [\"86052e3c-b13e-4052-b5ae-24ca9c424462\", \"549be0d4-93c9-4cfa-b35f-9da92e6f1ed7\", \"bb1cf06e-fc02-4c5a-ac58-0a9b9fe21d9c\"], \"total_duration\": 307.0, \"total_sessions\": 3, \"mean_week_duration\": 9.903}}, {\"20837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-16 15:42:16.000000+00:00\", \"2022-08-16 10:18:43.000000+00:00\", \"2020-09-20 14:36:22.000000+00:00\", \"2019-08-05 01:15:11.000000+00:00\"], \"session_ids\": [\"fe2e3876-c649-4422-a940-b3ea208f719d\", \"27754c0d-cf63-4977-acfe-5a04976554c8\", \"d3e27980-bb03-4d92-be0c-4587053065ef\", \"8829b58a-8afc-4d3c-81eb-972ad1f8e7c2\"], \"total_duration\": 1658.0, \"total_sessions\": 4, \"mean_week_duration\": 10.428}}]\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[{\"25743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 8, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-15 18:59:26.000000+00:00\", \"2019-08-28 18:06:30.000000+00:00\"], \"session_ids\": [\"380614fd-7946-4076-b53d-4b7adae133e6\", \"b357ae2f-bfa8-4b4c-ae14-bbc63c29b67b\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}}, {\"19473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-01-13 14:01:44.000000+00:00\", \"2023-06-04 16:27:15.000000+00:00\"], \"session_ids\": [\"7fbd21b9-865d-49aa-a5f7-63ec2c86b9c5\", \"c6b3caee-6ce2-41e8-bc09-9e259dfd0cc2\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.896}}, {\"36791\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-18 09:58:39.000000+00:00\", \"2020-10-30 23:08:41.000000+00:00\"], \"session_ids\": [\"312e276d-eac8-4e5e-88e3-a200a1c6fb99\", \"a334e735-0787-496e-8b85-4137b67c7fe1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}}, {\"66617\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-30 13:43:04.000000+00:00\", \"2021-02-05 21:22:57.000000+00:00\"], \"session_ids\": [\"a72b51c5-e501-4f2b-8fa9-dbdda6b5b196\", \"52f0933e-9d78-40e5-a8e1-6734c77566b5\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 1.67}}, {\"30892\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-07 00:30:38.000000+00:00\", \"2020-01-07 20:46:41.000000+00:00\", \"2020-07-11 14:03:28.000000+00:00\"], \"session_ids\": [\"86052e3c-b13e-4052-b5ae-24ca9c424462\", \"549be0d4-93c9-4cfa-b35f-9da92e6f1ed7\", \"bb1cf06e-fc02-4c5a-ac58-0a9b9fe21d9c\"], \"total_duration\": 307.0, \"total_sessions\": 3, \"mean_week_duration\": 9.903}}, {\"20837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-16 15:42:16.000000+00:00\", \"2022-08-16 10:18:43.000000+00:00\", \"2020-09-20 14:36:22.000000+00:00\", \"2019-08-05 01:15:11.000000+00:00\"], \"session_ids\": [\"fe2e3876-c649-4422-a940-b3ea208f719d\", \"27754c0d-cf63-4977-acfe-5a04976554c8\", \"d3e27980-bb03-4d92-be0c-4587053065ef\", \"8829b58a-8afc-4d3c-81eb-972ad1f8e7c2\"], \"total_duration\": 1658.0, \"total_sessions\": 4, \"mean_week_duration\": 10.428}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 7 users who are residing in city Tegucigalpa + sort by city title risingly also remain only 4 records."
}
] |
[
{
"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{\"81510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-30 10:22:30.000000+00:00\", \"2019-04-29 08:17:07.000000+00:00\"], \"session_ids\": [\"21127e2a-e9e7-43cc-bb8a-cc7764feaf26\", \"b554a94c-25ea-4cc3-bde1-29c4bc10ffc1\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.291}, \"42296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-05 03:48:26.000000+00:00\", \"2019-12-03 20:51:54.000000+00:00\"], \"session_ids\": [\"9bce7ab9-038b-49c3-a401-7c81877a44e6\", \"25165fa5-175b-4ecd-93ad-7dbbbbd4145e\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"20693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-11-02 10:50:25.000000+00:00\", \"2020-01-28 21:37:11.000000+00:00\", \"2022-07-13 20:00:51.000000+00:00\", \"2023-04-03 02:14:16.000000+00:00\", \"2020-09-04 23:20:08.000000+00:00\", \"2021-12-01 01:36:47.000000+00:00\"], \"session_ids\": [\"dbf908fe-d221-49ff-8eab-2a004bdb2826\", \"78036b02-434f-4e09-bcb2-410919778867\", \"90a994b9-ea8c-46a3-9d46-deb8fd9eb347\", \"8bbcaa69-963f-4e33-a59b-d07e0bdc4a79\", \"69897c7c-6806-4517-bdc9-128462e9cc59\", \"158beec5-7644-4723-a8dc-505603dc51e9\"], \"total_duration\": 1918.0, \"total_sessions\": 6, \"mean_week_duration\": 11.554}, \"70298\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-08-09 06:13:27.000000+00:00\", \"2020-08-06 06:14:22.000000+00:00\"], \"session_ids\": [\"5b615887-3f5c-4486-91b2-7aacf61b63a4\", \"7b5976f6-23f2-472d-9c9d-5ef0c0dad659\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 51.0}, \"59175\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-21 17:42:58.000000+00:00\", \"2022-11-03 22:43:24.000000+00:00\", \"2022-01-08 06:41:20.000000+00:00\", \"2021-09-06 00:08:14.000000+00:00\"], \"session_ids\": [\"baf63508-62fd-4864-945d-403272bc9e08\", \"919c060f-2a07-4a18-a45b-51d0028e9b8b\", \"79b8dae6-f8d5-4b40-b564-079c97ece842\", \"dd3029ed-b302-49e5-af72-3485fcc7af94\"], \"total_duration\": 319.0, \"total_sessions\": 4, \"mean_week_duration\": 3.938}, \"94656\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-06 04:44:01.000000+00:00\", \"2020-05-16 05:13:50.000000+00:00\"], \"session_ids\": [\"90c01494-2611-49e8-ad24-1ada7a24c7e6\", \"83ff8cd3-4c9f-4c7a-840a-bfe808e8d493\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 2.667}, \"29603\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-12-05 17:31:37.000000+00:00\", \"2019-10-27 22:47:56.000000+00:00\", \"2019-08-30 11:38:52.000000+00:00\"], \"session_ids\": [\"a5efc4c8-46bf-406b-8a33-dea7aa6c094e\", \"8092af2c-0340-4701-bedd-dcddcca9d3d0\", \"2e8cbffa-a09b-4cb5-b1b7-cf61d477fddb\"], \"total_duration\": 217.0, \"total_sessions\": 3, \"mean_week_duration\": 1.269}, \"64963\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-03-13 22:09:24.000000+00:00\", \"2023-04-12 18:05:59.000000+00:00\", \"2020-12-27 11:49:08.000000+00:00\", \"2019-05-29 10:06:44.000000+00:00\", \"2021-07-17 06:21:36.000000+00:00\", \"2019-05-12 06:40:51.000000+00:00\", \"2022-03-30 08:01:58.000000+00:00\"], \"session_ids\": [\"cb0611be-b818-4aa1-bcff-57eb8213fb69\", \"17646d8d-06cd-4afb-98b4-ded1ef5f5f90\", \"e3129f4e-41be-4c78-a6c9-e483ae265512\", \"28ea47fd-9cee-4efd-ba37-baa880764b7b\", \"f7c12640-12f6-4395-b800-a3533cb056b6\", \"eb0a7d9a-6a07-4cd6-9c74-30ce6f8d2848\", \"40d49192-71d5-4b9a-80c2-581ce5d5a93e\"], \"total_duration\": 7297.0, \"total_sessions\": 7, \"mean_week_duration\": 34.258}, \"59133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-06-21 16:04:17.000000+00:00\", \"2022-03-26 12:19:46.000000+00:00\", \"2020-11-30 14:04:03.000000+00:00\", \"2021-03-23 14:55:12.000000+00:00\", \"2021-12-11 20:22:45.000000+00:00\"], \"session_ids\": [\"aae93d86-b124-4dce-a832-962607678bcc\", \"946e227d-60a7-4c03-b866-d300e34b58c4\", \"cb3ad245-8b66-46ad-aa6a-a74f7ffe1110\", \"e1e8a9d6-246d-4964-a4ef-5d79e4c97639\", \"fd1449f6-f171-4f41-9010-41847468ae80\"], \"total_duration\": 2075.0, \"total_sessions\": 5, \"mean_week_duration\": 22.554}, \"34583\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-09 03:48:00.000000+00:00\", \"2020-10-13 11:12:03.000000+00:00\"], \"session_ids\": [\"5b5cfb2e-4d33-435a-a8d4-b9e9052631a0\", \"495b62b5-69ec-4194-ae0c-878061e6a701\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 6.897}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Tegucigalpa"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Tegucigalpa\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 5 users with a average week duration that is higher than 28 and lower than 6 and in addition put to use sorting by app usage time 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{\"82860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-06 20:55:13.000000+00:00\", \"2019-01-22 19:23:41.000000+00:00\"], \"session_ids\": [\"fe3c0863-23e7-4fa5-8525-5acf1f1f2720\", \"092aae6d-da3c-4605-bd68-840e1333d8e4\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 0.684}, \"47419\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-01 10:37:36.000000+00:00\", \"2020-03-05 01:09:52.000000+00:00\"], \"session_ids\": [\"580a2c77-54e4-45e1-867b-fb88e9389009\", \"df3d2e3f-304e-472e-8848-aafea4a94dea\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}, \"96249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-10 21:24:07.000000+00:00\", \"2019-02-04 01:12:51.000000+00:00\"], \"session_ids\": [\"56d168e8-90c6-4236-95a2-0bfc530d0214\", \"7651f8df-0afc-4485-846d-707ed90631dd\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 1.869}, \"30171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-24 04:29:54.000000+00:00\", \"2022-03-11 05:47:39.000000+00:00\", \"2021-02-23 06:57:29.000000+00:00\", \"2022-11-23 21:17:13.000000+00:00\"], \"session_ids\": [\"4bfefc69-af85-48a2-bad5-539acbd65213\", \"45327d4f-0a8a-472b-8906-e9d8552b6e07\", \"e5fbeb07-5880-4746-84d9-79b52ac77e35\", \"eb46ec3f-eb53-4c36-a60e-86ff70bd7fc0\"], \"total_duration\": 2042.0, \"total_sessions\": 4, \"mean_week_duration\": 12.683}, \"83943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-23 16:31:19.000000+00:00\", \"2020-03-22 00:27:17.000000+00:00\"], \"session_ids\": [\"76fda478-a7cd-4515-bb4d-8f7b27de462f\", \"969f5d18-128d-4afc-9349-6acee2583390\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 4.115}, \"24101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-24 12:21:49.000000+00:00\", \"2020-01-27 10:21:08.000000+00:00\", \"2019-08-01 04:49:23.000000+00:00\", \"2023-04-11 00:21:28.000000+00:00\", \"2021-03-15 09:51:22.000000+00:00\", \"2019-12-25 04:24:48.000000+00:00\", \"2023-05-04 11:24:16.000000+00:00\", \"2019-05-21 05:13:38.000000+00:00\", \"2019-05-30 17:23:50.000000+00:00\"], \"session_ids\": [\"a209ec63-7cd8-495a-b930-283ab910a5c7\", \"1f0b70b7-8849-449e-8168-619eaa88bf66\", \"df694e39-1358-440a-b52f-c5619ffb2758\", \"9476f52b-7ac5-4852-aed1-64c937719a78\", \"5b342fb6-893a-4479-a4c6-fa5ad32eb305\", \"ec44310a-1860-44c6-bb6d-57b9b0988cec\", \"1bc88f69-75db-4709-ae68-89ccf5b792a2\", \"85a01443-3074-4476-9054-b58403411380\", \"dc1315dc-2575-450e-958b-fa3f461e04b8\"], \"total_duration\": 1561.0, \"total_sessions\": 9, \"mean_week_duration\": 7.541}, \"61557\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-14 06:51:21.000000+00:00\", \"2023-06-28 06:12:53.000000+00:00\"], \"session_ids\": [\"9e708c05-2738-4113-a944-5511ead61610\", \"678f9dad-2b98-40c4-90a2-f3fb187681ec\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 7.3}, \"18234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-08-03 11:29:40.000000+00:00\", \"2021-12-04 01:12:27.000000+00:00\", \"2020-05-02 04:25:17.000000+00:00\", \"2020-01-14 22:36:58.000000+00:00\", \"2019-08-13 05:48:50.000000+00:00\", \"2019-04-07 02:38:04.000000+00:00\", \"2020-05-15 22:33:48.000000+00:00\", \"2020-02-26 15:06:20.000000+00:00\"], \"session_ids\": [\"8e0009d8-e2cd-47b8-95d6-4c4fdbb1a3ca\", \"59254030-012d-48f7-80a0-2ed2fb433382\", \"cf7999e6-c6d4-4596-bbfa-f8f05702f96d\", \"f09e928d-9c53-45f7-be19-13063a272bee\", \"4cf66c5c-cd57-40f8-9e99-175097fb5ce0\", \"53dc3c3a-5792-48dd-8319-a51b46175dcb\", \"bff0943b-f2ff-4c7b-a2d0-305f80811f43\", \"dfa3b304-f624-4afe-badf-b3e7be9c619b\"], \"total_duration\": 1645.0, \"total_sessions\": 8, \"mean_week_duration\": 11.835}, \"53362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-04 11:38:42.000000+00:00\", \"2020-11-27 23:46:21.000000+00:00\"], \"session_ids\": [\"ac52ba9f-cc61-4b40-94e5-ba5e90b10005\", \"c82c37b5-ff19-4723-96be-1c6e0c5814b8\"], \"total_duration\": 317.0, \"total_sessions\": 2, \"mean_week_duration\": 8.128}, \"97226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-07-22 00:11:01.000000+00:00\", \"2022-09-13 04:56:46.000000+00:00\", \"2023-02-12 05:34:12.000000+00:00\", \"2020-12-09 08:40:26.000000+00:00\", \"2019-10-29 00:39:53.000000+00:00\", \"2020-10-15 11:35:38.000000+00:00\", \"2019-08-28 10:23:46.000000+00:00\", \"2021-11-02 23:24:24.000000+00:00\"], \"session_ids\": [\"3eb8a354-69d5-4029-a54d-fead70c56429\", \"29b9b69c-4652-4a5f-8700-a074623afdfc\", \"417730b1-853f-4b23-93ac-1c36fe56f570\", \"3a48dd3e-9c78-49b0-adf8-f53bfdc99ccd\", \"5ef9e9e1-5a46-4b1b-9ebe-04cf07cce7f4\", \"cda1de54-19ed-4f0c-a8fb-de1484a60e42\", \"ee4d7ae7-aec7-4655-906e-eb25e6a01716\", \"a6053121-ad15-4294-9c7c-ee346944c494\"], \"total_duration\": 3344.0, \"total_sessions\": 8, \"mean_week_duration\": 18.475}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 6 and are equal or greater than 28"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[6, 28]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-06 20:55:13.000000+00:00\", \"2019-01-22 19:23:41.000000+00:00\"], \"session_ids\": [\"fe3c0863-23e7-4fa5-8525-5acf1f1f2720\", \"092aae6d-da3c-4605-bd68-840e1333d8e4\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 0.684}, \"47419\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-01 10:37:36.000000+00:00\", \"2020-03-05 01:09:52.000000+00:00\"], \"session_ids\": [\"580a2c77-54e4-45e1-867b-fb88e9389009\", \"df3d2e3f-304e-472e-8848-aafea4a94dea\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}, \"96249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-10 21:24:07.000000+00:00\", \"2019-02-04 01:12:51.000000+00:00\"], \"session_ids\": [\"56d168e8-90c6-4236-95a2-0bfc530d0214\", \"7651f8df-0afc-4485-846d-707ed90631dd\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 1.869}, \"83943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-23 16:31:19.000000+00:00\", \"2020-03-22 00:27:17.000000+00:00\"], \"session_ids\": [\"76fda478-a7cd-4515-bb4d-8f7b27de462f\", \"969f5d18-128d-4afc-9349-6acee2583390\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 4.115}}\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[{\"96249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-10 21:24:07.000000+00:00\", \"2019-02-04 01:12:51.000000+00:00\"], \"session_ids\": [\"56d168e8-90c6-4236-95a2-0bfc530d0214\", \"7651f8df-0afc-4485-846d-707ed90631dd\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 1.869}}, {\"82860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-06 20:55:13.000000+00:00\", \"2019-01-22 19:23:41.000000+00:00\"], \"session_ids\": [\"fe3c0863-23e7-4fa5-8525-5acf1f1f2720\", \"092aae6d-da3c-4605-bd68-840e1333d8e4\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 0.684}}, {\"83943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-23 16:31:19.000000+00:00\", \"2020-03-22 00:27:17.000000+00:00\"], \"session_ids\": [\"76fda478-a7cd-4515-bb4d-8f7b27de462f\", \"969f5d18-128d-4afc-9349-6acee2583390\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 4.115}}, {\"47419\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-01 10:37:36.000000+00:00\", \"2020-03-05 01:09:52.000000+00:00\"], \"session_ids\": [\"580a2c77-54e4-45e1-867b-fb88e9389009\", \"df3d2e3f-304e-472e-8848-aafea4a94dea\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"96249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-10 21:24:07.000000+00:00\", \"2019-02-04 01:12:51.000000+00:00\"], \"session_ids\": [\"56d168e8-90c6-4236-95a2-0bfc530d0214\", \"7651f8df-0afc-4485-846d-707ed90631dd\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 1.869}}, {\"82860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-06 20:55:13.000000+00:00\", \"2019-01-22 19:23:41.000000+00:00\"], \"session_ids\": [\"fe3c0863-23e7-4fa5-8525-5acf1f1f2720\", \"092aae6d-da3c-4605-bd68-840e1333d8e4\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 0.684}}, {\"83943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-23 16:31:19.000000+00:00\", \"2020-03-22 00:27:17.000000+00:00\"], \"session_ids\": [\"76fda478-a7cd-4515-bb4d-8f7b27de462f\", \"969f5d18-128d-4afc-9349-6acee2583390\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 4.115}}, {\"47419\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-01 10:37:36.000000+00:00\", \"2020-03-05 01:09:52.000000+00:00\"], \"session_ids\": [\"580a2c77-54e4-45e1-867b-fb88e9389009\", \"df3d2e3f-304e-472e-8848-aafea4a94dea\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}}]\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[{\"96249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-10 21:24:07.000000+00:00\", \"2019-02-04 01:12:51.000000+00:00\"], \"session_ids\": [\"56d168e8-90c6-4236-95a2-0bfc530d0214\", \"7651f8df-0afc-4485-846d-707ed90631dd\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 1.869}}, {\"82860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-06 20:55:13.000000+00:00\", \"2019-01-22 19:23:41.000000+00:00\"], \"session_ids\": [\"fe3c0863-23e7-4fa5-8525-5acf1f1f2720\", \"092aae6d-da3c-4605-bd68-840e1333d8e4\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 0.684}}, {\"83943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-23 16:31:19.000000+00:00\", \"2020-03-22 00:27:17.000000+00:00\"], \"session_ids\": [\"76fda478-a7cd-4515-bb4d-8f7b27de462f\", \"969f5d18-128d-4afc-9349-6acee2583390\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 4.115}}, {\"47419\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-01 10:37:36.000000+00:00\", \"2020-03-05 01:09:52.000000+00:00\"], \"session_ids\": [\"580a2c77-54e4-45e1-867b-fb88e9389009\", \"df3d2e3f-304e-472e-8848-aafea4a94dea\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 7 users who have total duration amount less than 4638 and greater than 830 plus do sorting by total_duration in descending 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{\"72869\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-02-21 23:22:20.000000+00:00\", \"2021-05-03 09:16:35.000000+00:00\"], \"session_ids\": [\"963b6eed-17ff-4272-909c-299bd1c96392\", \"9e54e667-811f-4aba-bedf-8c3f04501ee8\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 1.926}, \"38518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-28 13:24:56.000000+00:00\", \"2020-01-15 06:48:19.000000+00:00\", \"2021-02-27 22:01:27.000000+00:00\"], \"session_ids\": [\"88005997-e1cb-461f-af45-a33a25bc5727\", \"b745577a-18b4-4401-b90e-36f30589cbd6\", \"d44146b0-af3f-43ff-894f-bd3c00850003\"], \"total_duration\": 105.0, \"total_sessions\": 3, \"mean_week_duration\": 0.644}, \"56163\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-14 05:27:13.000000+00:00\", \"2022-04-20 07:54:48.000000+00:00\", \"2023-05-22 07:59:07.000000+00:00\", \"2022-07-05 11:09:52.000000+00:00\"], \"session_ids\": [\"f5f21034-c698-4467-9756-6c4f1a7b0a48\", \"d3a1d06a-e4b6-49d8-9434-3c7b0a591309\", \"7688b8e2-9265-46ab-ad44-f02cd7931e20\", \"133c89b7-ba2e-4661-865d-c11289aef460\"], \"total_duration\": 62.0, \"total_sessions\": 4, \"mean_week_duration\": 0.428}, \"19308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-11-08 21:11:41.000000+00:00\", \"2019-11-13 00:14:08.000000+00:00\", \"2022-10-25 20:28:47.000000+00:00\", \"2020-06-24 05:45:06.000000+00:00\"], \"session_ids\": [\"49ee5888-7359-473f-98a8-757ec24abeec\", \"d7284403-561e-422f-8b4c-54c1f47e9e0d\", \"9e647171-6729-4988-a739-4cb9362d5c79\", \"e3294e38-6635-403c-866d-f71935863571\"], \"total_duration\": 440.0, \"total_sessions\": 4, \"mean_week_duration\": 2.857}, \"88303\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-14 18:13:35.000000+00:00\", \"2021-02-19 03:56:45.000000+00:00\"], \"session_ids\": [\"6731e2bc-fb82-4501-9201-58d7c7153054\", \"3daa0325-b7b2-4f5c-80da-13635a634f88\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 478.0}, \"22316\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-01 08:24:10.000000+00:00\", \"2020-09-03 10:28:06.000000+00:00\"], \"session_ids\": [\"a8573418-ce8f-493e-a2dd-a3e98d148db9\", \"eba10e99-63a3-4ad0-9c41-aca85d7d6c6b\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.286}, \"93676\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-09 15:37:52.000000+00:00\", \"2019-11-24 00:41:23.000000+00:00\", \"2019-11-24 13:38:00.000000+00:00\", \"2019-11-03 01:48:46.000000+00:00\", \"2021-11-02 22:56:08.000000+00:00\", \"2023-01-09 11:28:50.000000+00:00\", \"2021-06-04 06:58:52.000000+00:00\", \"2020-07-07 14:25:13.000000+00:00\"], \"session_ids\": [\"dd1a1569-6a0b-4182-ba0b-dc2ea9357c78\", \"800de95f-6205-4eec-bd8d-3e280771d43a\", \"c82b6c05-faf4-435c-b82f-1491961894c6\", \"b78a8dfb-7263-4d03-bc56-6e3acf5b79d8\", \"f8e1f17e-dcc8-4c08-b5c3-a4ee57a71479\", \"b802a367-85a5-451f-b59b-2fd3ebded617\", \"c9dcb5b2-7065-4566-839d-c4e7f7637378\", \"e704b6ab-5c7c-4f85-a8ee-7acffae99044\"], \"total_duration\": 3742.0, \"total_sessions\": 8, \"mean_week_duration\": 22.407}, \"76495\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-11 00:18:14.000000+00:00\", \"2022-09-14 23:33:25.000000+00:00\", \"2019-02-12 21:38:45.000000+00:00\", \"2020-03-24 07:33:03.000000+00:00\", \"2020-02-09 18:02:01.000000+00:00\"], \"session_ids\": [\"b7bc6646-5528-4cf4-84cc-f0316dec2db7\", \"7febca52-8cc7-4d75-90d5-8a2aed688f74\", \"b59982a7-15ef-49bb-af62-8303e4d6b05a\", \"5a526d12-e386-49ad-8bc8-c6cb9262e40b\", \"4b24e578-62d0-41a6-825a-557d1ef269f5\"], \"total_duration\": 2778.0, \"total_sessions\": 5, \"mean_week_duration\": 14.777}, \"87778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-03-13 06:32:52.000000+00:00\", \"2020-07-18 09:29:24.000000+00:00\"], \"session_ids\": [\"27e0ac32-736c-439a-98f0-eac81d750b14\", \"293b876d-5a59-4fc0-997e-4cf35061c23f\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 14.947}, \"8469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-31 08:44:31.000000+00:00\", \"2019-03-23 21:40:54.000000+00:00\", \"2023-06-25 12:51:03.000000+00:00\", \"2022-08-03 01:15:07.000000+00:00\", \"2019-07-06 20:33:23.000000+00:00\", \"2019-07-14 14:58:36.000000+00:00\", \"2023-03-17 23:19:12.000000+00:00\", \"2021-01-06 06:17:13.000000+00:00\"], \"session_ids\": [\"82a37aa1-28ee-4a17-a479-43608d6c2d39\", \"2b6485a7-c66e-4e30-befe-49c94197888f\", \"cf1c6acb-2e36-4551-9e4b-178842085258\", \"51dea3ef-2954-40b3-9d18-69e2bb464c31\", \"2f2525b7-2721-43ce-818b-5a4a24055ce6\", \"8f9fde0b-7155-4415-bf39-a614a0c7ff76\", \"4385c3d5-14ee-4c73-b6d2-030ed7ba8d98\", \"eac24bb3-5b1d-4e9a-b469-5ec2da137c3c\"], \"total_duration\": 318.0, \"total_sessions\": 8, \"mean_week_duration\": 1.432}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 830 and are equal or less than 4638"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[830, 4638]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93676\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-09 15:37:52.000000+00:00\", \"2019-11-24 00:41:23.000000+00:00\", \"2019-11-24 13:38:00.000000+00:00\", \"2019-11-03 01:48:46.000000+00:00\", \"2021-11-02 22:56:08.000000+00:00\", \"2023-01-09 11:28:50.000000+00:00\", \"2021-06-04 06:58:52.000000+00:00\", \"2020-07-07 14:25:13.000000+00:00\"], \"session_ids\": [\"dd1a1569-6a0b-4182-ba0b-dc2ea9357c78\", \"800de95f-6205-4eec-bd8d-3e280771d43a\", \"c82b6c05-faf4-435c-b82f-1491961894c6\", \"b78a8dfb-7263-4d03-bc56-6e3acf5b79d8\", \"f8e1f17e-dcc8-4c08-b5c3-a4ee57a71479\", \"b802a367-85a5-451f-b59b-2fd3ebded617\", \"c9dcb5b2-7065-4566-839d-c4e7f7637378\", \"e704b6ab-5c7c-4f85-a8ee-7acffae99044\"], \"total_duration\": 3742.0, \"total_sessions\": 8, \"mean_week_duration\": 22.407}, \"76495\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-11 00:18:14.000000+00:00\", \"2022-09-14 23:33:25.000000+00:00\", \"2019-02-12 21:38:45.000000+00:00\", \"2020-03-24 07:33:03.000000+00:00\", \"2020-02-09 18:02:01.000000+00:00\"], \"session_ids\": [\"b7bc6646-5528-4cf4-84cc-f0316dec2db7\", \"7febca52-8cc7-4d75-90d5-8a2aed688f74\", \"b59982a7-15ef-49bb-af62-8303e4d6b05a\", \"5a526d12-e386-49ad-8bc8-c6cb9262e40b\", \"4b24e578-62d0-41a6-825a-557d1ef269f5\"], \"total_duration\": 2778.0, \"total_sessions\": 5, \"mean_week_duration\": 14.777}}\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[{\"93676\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-09 15:37:52.000000+00:00\", \"2019-11-24 00:41:23.000000+00:00\", \"2019-11-24 13:38:00.000000+00:00\", \"2019-11-03 01:48:46.000000+00:00\", \"2021-11-02 22:56:08.000000+00:00\", \"2023-01-09 11:28:50.000000+00:00\", \"2021-06-04 06:58:52.000000+00:00\", \"2020-07-07 14:25:13.000000+00:00\"], \"session_ids\": [\"dd1a1569-6a0b-4182-ba0b-dc2ea9357c78\", \"800de95f-6205-4eec-bd8d-3e280771d43a\", \"c82b6c05-faf4-435c-b82f-1491961894c6\", \"b78a8dfb-7263-4d03-bc56-6e3acf5b79d8\", \"f8e1f17e-dcc8-4c08-b5c3-a4ee57a71479\", \"b802a367-85a5-451f-b59b-2fd3ebded617\", \"c9dcb5b2-7065-4566-839d-c4e7f7637378\", \"e704b6ab-5c7c-4f85-a8ee-7acffae99044\"], \"total_duration\": 3742.0, \"total_sessions\": 8, \"mean_week_duration\": 22.407}}, {\"76495\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-11 00:18:14.000000+00:00\", \"2022-09-14 23:33:25.000000+00:00\", \"2019-02-12 21:38:45.000000+00:00\", \"2020-03-24 07:33:03.000000+00:00\", \"2020-02-09 18:02:01.000000+00:00\"], \"session_ids\": [\"b7bc6646-5528-4cf4-84cc-f0316dec2db7\", \"7febca52-8cc7-4d75-90d5-8a2aed688f74\", \"b59982a7-15ef-49bb-af62-8303e4d6b05a\", \"5a526d12-e386-49ad-8bc8-c6cb9262e40b\", \"4b24e578-62d0-41a6-825a-557d1ef269f5\"], \"total_duration\": 2778.0, \"total_sessions\": 5, \"mean_week_duration\": 14.777}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93676\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-09 15:37:52.000000+00:00\", \"2019-11-24 00:41:23.000000+00:00\", \"2019-11-24 13:38:00.000000+00:00\", \"2019-11-03 01:48:46.000000+00:00\", \"2021-11-02 22:56:08.000000+00:00\", \"2023-01-09 11:28:50.000000+00:00\", \"2021-06-04 06:58:52.000000+00:00\", \"2020-07-07 14:25:13.000000+00:00\"], \"session_ids\": [\"dd1a1569-6a0b-4182-ba0b-dc2ea9357c78\", \"800de95f-6205-4eec-bd8d-3e280771d43a\", \"c82b6c05-faf4-435c-b82f-1491961894c6\", \"b78a8dfb-7263-4d03-bc56-6e3acf5b79d8\", \"f8e1f17e-dcc8-4c08-b5c3-a4ee57a71479\", \"b802a367-85a5-451f-b59b-2fd3ebded617\", \"c9dcb5b2-7065-4566-839d-c4e7f7637378\", \"e704b6ab-5c7c-4f85-a8ee-7acffae99044\"], \"total_duration\": 3742.0, \"total_sessions\": 8, \"mean_week_duration\": 22.407}}, {\"76495\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-11 00:18:14.000000+00:00\", \"2022-09-14 23:33:25.000000+00:00\", \"2019-02-12 21:38:45.000000+00:00\", \"2020-03-24 07:33:03.000000+00:00\", \"2020-02-09 18:02:01.000000+00:00\"], \"session_ids\": [\"b7bc6646-5528-4cf4-84cc-f0316dec2db7\", \"7febca52-8cc7-4d75-90d5-8a2aed688f74\", \"b59982a7-15ef-49bb-af62-8303e4d6b05a\", \"5a526d12-e386-49ad-8bc8-c6cb9262e40b\", \"4b24e578-62d0-41a6-825a-557d1ef269f5\"], \"total_duration\": 2778.0, \"total_sessions\": 5, \"mean_week_duration\": 14.777}}]\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[{\"93676\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-09 15:37:52.000000+00:00\", \"2019-11-24 00:41:23.000000+00:00\", \"2019-11-24 13:38:00.000000+00:00\", \"2019-11-03 01:48:46.000000+00:00\", \"2021-11-02 22:56:08.000000+00:00\", \"2023-01-09 11:28:50.000000+00:00\", \"2021-06-04 06:58:52.000000+00:00\", \"2020-07-07 14:25:13.000000+00:00\"], \"session_ids\": [\"dd1a1569-6a0b-4182-ba0b-dc2ea9357c78\", \"800de95f-6205-4eec-bd8d-3e280771d43a\", \"c82b6c05-faf4-435c-b82f-1491961894c6\", \"b78a8dfb-7263-4d03-bc56-6e3acf5b79d8\", \"f8e1f17e-dcc8-4c08-b5c3-a4ee57a71479\", \"b802a367-85a5-451f-b59b-2fd3ebded617\", \"c9dcb5b2-7065-4566-839d-c4e7f7637378\", \"e704b6ab-5c7c-4f85-a8ee-7acffae99044\"], \"total_duration\": 3742.0, \"total_sessions\": 8, \"mean_week_duration\": 22.407}}, {\"76495\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-11 00:18:14.000000+00:00\", \"2022-09-14 23:33:25.000000+00:00\", \"2019-02-12 21:38:45.000000+00:00\", \"2020-03-24 07:33:03.000000+00:00\", \"2020-02-09 18:02:01.000000+00:00\"], \"session_ids\": [\"b7bc6646-5528-4cf4-84cc-f0316dec2db7\", \"7febca52-8cc7-4d75-90d5-8a2aed688f74\", \"b59982a7-15ef-49bb-af62-8303e4d6b05a\", \"5a526d12-e386-49ad-8bc8-c6cb9262e40b\", \"4b24e578-62d0-41a6-825a-557d1ef269f5\"], \"total_duration\": 2778.0, \"total_sessions\": 5, \"mean_week_duration\": 14.777}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on users I can't find living in city Copenhagen , moreover do sorting by sessions count from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"73760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-16 13:11:26.000000+00:00\", \"2021-12-20 06:04:01.000000+00:00\"], \"session_ids\": [\"343530c9-ecc2-4642-a585-7b5a43182a48\", \"2e223d75-d60b-4b4a-8de5-d6e6106ed87b\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"55661\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-08-04 17:45:31.000000+00:00\", \"2021-10-24 13:41:52.000000+00:00\"], \"session_ids\": [\"3ea0478a-3b54-4c98-8d35-227a4e1d4308\", \"8963a7e5-673b-437a-952c-e3de325d9430\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 11.39}, \"23106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-01-05 06:32:04.000000+00:00\", \"2021-05-05 19:52:49.000000+00:00\"], \"session_ids\": [\"f9038855-7111-4a7d-aae0-393a81e62b6a\", \"e4a4a81f-ad5d-471d-ae82-c1b11a91fffa\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.486}, \"44683\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-11-24 15:24:57.000000+00:00\", \"2022-09-16 07:48:24.000000+00:00\"], \"session_ids\": [\"11d2da84-2e4b-440d-84ce-ecec94cb7d3a\", \"f2bb902b-4a57-4891-b14c-80a5a302935d\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.926}, \"82585\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-05 09:18:05.000000+00:00\", \"2022-06-19 05:56:07.000000+00:00\", \"2021-02-26 01:40:31.000000+00:00\"], \"session_ids\": [\"ab41f7e9-7220-46f4-b4ee-86e7ee86b389\", \"5795e5c7-acda-4a47-8b94-9877e64ca20b\", \"7a889341-ce43-47b0-a2cc-d6caa04143fb\"], \"total_duration\": 271.0, \"total_sessions\": 3, \"mean_week_duration\": 3.928}, \"30059\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-24 03:04:42.000000+00:00\", \"2022-08-07 09:26:36.000000+00:00\", \"2020-08-04 09:08:47.000000+00:00\"], \"session_ids\": [\"4334a929-0a6c-4e7b-b984-0e3233d39bab\", \"8dfe656a-ce6d-4ae1-bbfc-d7c78d57c5df\", \"684c60e6-18fc-41ea-b594-5e530755eb9a\"], \"total_duration\": 168.0, \"total_sessions\": 3, \"mean_week_duration\": 1.448}, \"22327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-12-29 18:31:26.000000+00:00\", \"2020-01-16 11:59:55.000000+00:00\", \"2019-01-09 04:23:17.000000+00:00\"], \"session_ids\": [\"e5025f71-02e4-4bb7-94ca-bb6c4afd887e\", \"d8e72e11-015e-462d-a0e7-fd7c23de76dc\", \"ae5a0f94-5a06-4dcc-9288-a96f48a51a61\"], \"total_duration\": 912.0, \"total_sessions\": 3, \"mean_week_duration\": 16.889}, \"47332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-11 21:34:41.000000+00:00\", \"2022-08-04 09:56:45.000000+00:00\"], \"session_ids\": [\"5b691c20-f9b7-47a7-ba10-74e7c3791dc0\", \"b6e24b07-d876-42c5-9d8d-5a19506fde66\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 1.25}, \"35878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-12 23:16:38.000000+00:00\", \"2019-02-14 11:51:57.000000+00:00\"], \"session_ids\": [\"9b3abf29-2f4e-4811-ada8-ce32975da261\", \"cffbe423-19f9-4776-aafd-a5837ae9db54\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.934}, \"74388\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-10 20:18:23.000000+00:00\", \"2023-06-13 01:13:00.000000+00:00\", \"2020-10-04 07:16:54.000000+00:00\", \"2020-11-20 18:49:10.000000+00:00\", \"2020-11-18 15:43:20.000000+00:00\"], \"session_ids\": [\"4fcecf73-bf2d-4d23-8755-5dfdddc5dd6d\", \"d57a5e65-f4fa-44f9-bc36-903c594ea566\", \"b6e9f191-3cef-4abd-a985-04239971f4ab\", \"cd9da61d-6457-46c7-babc-d282d53ee25c\", \"28e6c2ee-e4fe-4ad6-b06b-61c66eb09c0f\"], \"total_duration\": 857.0, \"total_sessions\": 5, \"mean_week_duration\": 3.931}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Copenhagen"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Copenhagen\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"73760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-16 13:11:26.000000+00:00\", \"2021-12-20 06:04:01.000000+00:00\"], \"session_ids\": [\"343530c9-ecc2-4642-a585-7b5a43182a48\", \"2e223d75-d60b-4b4a-8de5-d6e6106ed87b\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"55661\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-08-04 17:45:31.000000+00:00\", \"2021-10-24 13:41:52.000000+00:00\"], \"session_ids\": [\"3ea0478a-3b54-4c98-8d35-227a4e1d4308\", \"8963a7e5-673b-437a-952c-e3de325d9430\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 11.39}, \"23106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-01-05 06:32:04.000000+00:00\", \"2021-05-05 19:52:49.000000+00:00\"], \"session_ids\": [\"f9038855-7111-4a7d-aae0-393a81e62b6a\", \"e4a4a81f-ad5d-471d-ae82-c1b11a91fffa\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.486}, \"44683\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-11-24 15:24:57.000000+00:00\", \"2022-09-16 07:48:24.000000+00:00\"], \"session_ids\": [\"11d2da84-2e4b-440d-84ce-ecec94cb7d3a\", \"f2bb902b-4a57-4891-b14c-80a5a302935d\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.926}, \"82585\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-05 09:18:05.000000+00:00\", \"2022-06-19 05:56:07.000000+00:00\", \"2021-02-26 01:40:31.000000+00:00\"], \"session_ids\": [\"ab41f7e9-7220-46f4-b4ee-86e7ee86b389\", \"5795e5c7-acda-4a47-8b94-9877e64ca20b\", \"7a889341-ce43-47b0-a2cc-d6caa04143fb\"], \"total_duration\": 271.0, \"total_sessions\": 3, \"mean_week_duration\": 3.928}, \"30059\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-24 03:04:42.000000+00:00\", \"2022-08-07 09:26:36.000000+00:00\", \"2020-08-04 09:08:47.000000+00:00\"], \"session_ids\": [\"4334a929-0a6c-4e7b-b984-0e3233d39bab\", \"8dfe656a-ce6d-4ae1-bbfc-d7c78d57c5df\", \"684c60e6-18fc-41ea-b594-5e530755eb9a\"], \"total_duration\": 168.0, \"total_sessions\": 3, \"mean_week_duration\": 1.448}, \"22327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-12-29 18:31:26.000000+00:00\", \"2020-01-16 11:59:55.000000+00:00\", \"2019-01-09 04:23:17.000000+00:00\"], \"session_ids\": [\"e5025f71-02e4-4bb7-94ca-bb6c4afd887e\", \"d8e72e11-015e-462d-a0e7-fd7c23de76dc\", \"ae5a0f94-5a06-4dcc-9288-a96f48a51a61\"], \"total_duration\": 912.0, \"total_sessions\": 3, \"mean_week_duration\": 16.889}, \"47332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-11 21:34:41.000000+00:00\", \"2022-08-04 09:56:45.000000+00:00\"], \"session_ids\": [\"5b691c20-f9b7-47a7-ba10-74e7c3791dc0\", \"b6e24b07-d876-42c5-9d8d-5a19506fde66\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 1.25}, \"35878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-12 23:16:38.000000+00:00\", \"2019-02-14 11:51:57.000000+00:00\"], \"session_ids\": [\"9b3abf29-2f4e-4811-ada8-ce32975da261\", \"cffbe423-19f9-4776-aafd-a5837ae9db54\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.934}, \"74388\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-10 20:18:23.000000+00:00\", \"2023-06-13 01:13:00.000000+00:00\", \"2020-10-04 07:16:54.000000+00:00\", \"2020-11-20 18:49:10.000000+00:00\", \"2020-11-18 15:43:20.000000+00:00\"], \"session_ids\": [\"4fcecf73-bf2d-4d23-8755-5dfdddc5dd6d\", \"d57a5e65-f4fa-44f9-bc36-903c594ea566\", \"b6e9f191-3cef-4abd-a985-04239971f4ab\", \"cd9da61d-6457-46c7-babc-d282d53ee25c\", \"28e6c2ee-e4fe-4ad6-b06b-61c66eb09c0f\"], \"total_duration\": 857.0, \"total_sessions\": 5, \"mean_week_duration\": 3.931}}\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[{\"73760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-16 13:11:26.000000+00:00\", \"2021-12-20 06:04:01.000000+00:00\"], \"session_ids\": [\"343530c9-ecc2-4642-a585-7b5a43182a48\", \"2e223d75-d60b-4b4a-8de5-d6e6106ed87b\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}, {\"55661\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-08-04 17:45:31.000000+00:00\", \"2021-10-24 13:41:52.000000+00:00\"], \"session_ids\": [\"3ea0478a-3b54-4c98-8d35-227a4e1d4308\", \"8963a7e5-673b-437a-952c-e3de325d9430\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 11.39}}, {\"23106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-01-05 06:32:04.000000+00:00\", \"2021-05-05 19:52:49.000000+00:00\"], \"session_ids\": [\"f9038855-7111-4a7d-aae0-393a81e62b6a\", \"e4a4a81f-ad5d-471d-ae82-c1b11a91fffa\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.486}}, {\"44683\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-11-24 15:24:57.000000+00:00\", \"2022-09-16 07:48:24.000000+00:00\"], \"session_ids\": [\"11d2da84-2e4b-440d-84ce-ecec94cb7d3a\", \"f2bb902b-4a57-4891-b14c-80a5a302935d\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.926}}, {\"47332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-11 21:34:41.000000+00:00\", \"2022-08-04 09:56:45.000000+00:00\"], \"session_ids\": [\"5b691c20-f9b7-47a7-ba10-74e7c3791dc0\", \"b6e24b07-d876-42c5-9d8d-5a19506fde66\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 1.25}}, {\"35878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-12 23:16:38.000000+00:00\", \"2019-02-14 11:51:57.000000+00:00\"], \"session_ids\": [\"9b3abf29-2f4e-4811-ada8-ce32975da261\", \"cffbe423-19f9-4776-aafd-a5837ae9db54\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.934}}, {\"82585\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-05 09:18:05.000000+00:00\", \"2022-06-19 05:56:07.000000+00:00\", \"2021-02-26 01:40:31.000000+00:00\"], \"session_ids\": [\"ab41f7e9-7220-46f4-b4ee-86e7ee86b389\", \"5795e5c7-acda-4a47-8b94-9877e64ca20b\", \"7a889341-ce43-47b0-a2cc-d6caa04143fb\"], \"total_duration\": 271.0, \"total_sessions\": 3, \"mean_week_duration\": 3.928}}, {\"30059\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-24 03:04:42.000000+00:00\", \"2022-08-07 09:26:36.000000+00:00\", \"2020-08-04 09:08:47.000000+00:00\"], \"session_ids\": [\"4334a929-0a6c-4e7b-b984-0e3233d39bab\", \"8dfe656a-ce6d-4ae1-bbfc-d7c78d57c5df\", \"684c60e6-18fc-41ea-b594-5e530755eb9a\"], \"total_duration\": 168.0, \"total_sessions\": 3, \"mean_week_duration\": 1.448}}, {\"22327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-12-29 18:31:26.000000+00:00\", \"2020-01-16 11:59:55.000000+00:00\", \"2019-01-09 04:23:17.000000+00:00\"], \"session_ids\": [\"e5025f71-02e4-4bb7-94ca-bb6c4afd887e\", \"d8e72e11-015e-462d-a0e7-fd7c23de76dc\", \"ae5a0f94-5a06-4dcc-9288-a96f48a51a61\"], \"total_duration\": 912.0, \"total_sessions\": 3, \"mean_week_duration\": 16.889}}, {\"74388\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-10 20:18:23.000000+00:00\", \"2023-06-13 01:13:00.000000+00:00\", \"2020-10-04 07:16:54.000000+00:00\", \"2020-11-20 18:49:10.000000+00:00\", \"2020-11-18 15:43:20.000000+00:00\"], \"session_ids\": [\"4fcecf73-bf2d-4d23-8755-5dfdddc5dd6d\", \"d57a5e65-f4fa-44f9-bc36-903c594ea566\", \"b6e9f191-3cef-4abd-a985-04239971f4ab\", \"cd9da61d-6457-46c7-babc-d282d53ee25c\", \"28e6c2ee-e4fe-4ad6-b06b-61c66eb09c0f\"], \"total_duration\": 857.0, \"total_sessions\": 5, \"mean_week_duration\": 3.931}}]\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[{\"73760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-16 13:11:26.000000+00:00\", \"2021-12-20 06:04:01.000000+00:00\"], \"session_ids\": [\"343530c9-ecc2-4642-a585-7b5a43182a48\", \"2e223d75-d60b-4b4a-8de5-d6e6106ed87b\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}, {\"55661\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-08-04 17:45:31.000000+00:00\", \"2021-10-24 13:41:52.000000+00:00\"], \"session_ids\": [\"3ea0478a-3b54-4c98-8d35-227a4e1d4308\", \"8963a7e5-673b-437a-952c-e3de325d9430\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 11.39}}, {\"23106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-01-05 06:32:04.000000+00:00\", \"2021-05-05 19:52:49.000000+00:00\"], \"session_ids\": [\"f9038855-7111-4a7d-aae0-393a81e62b6a\", \"e4a4a81f-ad5d-471d-ae82-c1b11a91fffa\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.486}}, {\"44683\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-11-24 15:24:57.000000+00:00\", \"2022-09-16 07:48:24.000000+00:00\"], \"session_ids\": [\"11d2da84-2e4b-440d-84ce-ecec94cb7d3a\", \"f2bb902b-4a57-4891-b14c-80a5a302935d\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.926}}, {\"47332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-11 21:34:41.000000+00:00\", \"2022-08-04 09:56:45.000000+00:00\"], \"session_ids\": [\"5b691c20-f9b7-47a7-ba10-74e7c3791dc0\", \"b6e24b07-d876-42c5-9d8d-5a19506fde66\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 1.25}}, {\"35878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-12 23:16:38.000000+00:00\", \"2019-02-14 11:51:57.000000+00:00\"], \"session_ids\": [\"9b3abf29-2f4e-4811-ada8-ce32975da261\", \"cffbe423-19f9-4776-aafd-a5837ae9db54\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.934}}, {\"82585\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-05 09:18:05.000000+00:00\", \"2022-06-19 05:56:07.000000+00:00\", \"2021-02-26 01:40:31.000000+00:00\"], \"session_ids\": [\"ab41f7e9-7220-46f4-b4ee-86e7ee86b389\", \"5795e5c7-acda-4a47-8b94-9877e64ca20b\", \"7a889341-ce43-47b0-a2cc-d6caa04143fb\"], \"total_duration\": 271.0, \"total_sessions\": 3, \"mean_week_duration\": 3.928}}, {\"30059\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-24 03:04:42.000000+00:00\", \"2022-08-07 09:26:36.000000+00:00\", \"2020-08-04 09:08:47.000000+00:00\"], \"session_ids\": [\"4334a929-0a6c-4e7b-b984-0e3233d39bab\", \"8dfe656a-ce6d-4ae1-bbfc-d7c78d57c5df\", \"684c60e6-18fc-41ea-b594-5e530755eb9a\"], \"total_duration\": 168.0, \"total_sessions\": 3, \"mean_week_duration\": 1.448}}, {\"22327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-12-29 18:31:26.000000+00:00\", \"2020-01-16 11:59:55.000000+00:00\", \"2019-01-09 04:23:17.000000+00:00\"], \"session_ids\": [\"e5025f71-02e4-4bb7-94ca-bb6c4afd887e\", \"d8e72e11-015e-462d-a0e7-fd7c23de76dc\", \"ae5a0f94-5a06-4dcc-9288-a96f48a51a61\"], \"total_duration\": 912.0, \"total_sessions\": 3, \"mean_week_duration\": 16.889}}, {\"74388\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-10 20:18:23.000000+00:00\", \"2023-06-13 01:13:00.000000+00:00\", \"2020-10-04 07:16:54.000000+00:00\", \"2020-11-20 18:49:10.000000+00:00\", \"2020-11-18 15:43:20.000000+00:00\"], \"session_ids\": [\"4fcecf73-bf2d-4d23-8755-5dfdddc5dd6d\", \"d57a5e65-f4fa-44f9-bc36-903c594ea566\", \"b6e9f191-3cef-4abd-a985-04239971f4ab\", \"cd9da61d-6457-46c7-babc-d282d53ee25c\", \"28e6c2ee-e4fe-4ad6-b06b-61c66eb09c0f\"], \"total_duration\": 857.0, \"total_sessions\": 5, \"mean_week_duration\": 3.931}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 3 users whose time using the app is same as 875 , moreover implement sorting by sessions count descending in addition get rid of all entries, except 2."
}
] |
[
{
"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{\"18042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-16 20:50:47.000000+00:00\", \"2022-10-15 12:16:14.000000+00:00\"], \"session_ids\": [\"399e7164-8738-4cc1-bb13-68e79cc22b16\", \"9689620c-98ea-4136-a3ab-5566c4e6505d\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 0.712}, \"72753\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-05 17:24:46.000000+00:00\", \"2019-05-31 21:31:03.000000+00:00\", \"2023-04-01 01:47:01.000000+00:00\", \"2023-05-29 10:41:46.000000+00:00\", \"2019-11-04 11:03:09.000000+00:00\"], \"session_ids\": [\"ff0afcfb-725a-49f6-aa3c-2527d67283e5\", \"c6a0fd8b-0863-46bb-acb5-46ca0ffa0dbe\", \"3b988901-edc6-4c8b-b764-4e94a7b2bb92\", \"42aef04a-e0b7-43db-bb5b-a5ecba0ed4de\", \"72f7306d-7ccf-4a46-9cc3-42037acace2c\"], \"total_duration\": 81.0, \"total_sessions\": 5, \"mean_week_duration\": 0.388}, \"5538\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-25 18:41:15.000000+00:00\", \"2021-12-05 12:02:57.000000+00:00\", \"2020-05-16 14:05:31.000000+00:00\", \"2020-01-11 12:30:12.000000+00:00\", \"2020-03-22 06:56:56.000000+00:00\", \"2021-06-12 02:35:59.000000+00:00\", \"2019-04-01 09:52:48.000000+00:00\", \"2021-01-19 11:00:52.000000+00:00\", \"2023-02-16 00:43:17.000000+00:00\"], \"session_ids\": [\"e5aeab14-75a2-464b-9ece-d0ee754dcd10\", \"af64a71b-9222-4913-a403-32147e3382d3\", \"b294e93e-8993-4f5b-a7d0-5908cde482ba\", \"981d0919-4d10-4364-9a4f-427b78c6de55\", \"69995213-9aaf-4655-a077-ba6771ba780b\", \"b6981dc1-0364-4093-950c-ac2c3e0482a0\", \"c26520f2-111b-499b-9bb9-d2289ce75a4f\", \"c44cedfe-6905-468d-bb37-7b9de99a15b4\", \"121616b9-9bff-4658-b95c-7d91419fef80\"], \"total_duration\": 120.0, \"total_sessions\": 9, \"mean_week_duration\": 0.591}, \"62014\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-19 01:23:40.000000+00:00\", \"2020-10-01 11:07:28.000000+00:00\"], \"session_ids\": [\"d7e95df1-7b8c-43c4-b76c-ddcd9e4e4bd1\", \"883dcd2b-b824-4da5-b3e1-bf0cb674d0e8\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 34.917}, \"60659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-09 19:26:55.000000+00:00\", \"2021-08-07 03:18:10.000000+00:00\"], \"session_ids\": [\"772cbb7b-6a5e-465b-af75-ea712ca03a9b\", \"f155c1ad-fcd2-4302-a93a-cd276785b629\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.933}, \"66071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-11-13 05:25:24.000000+00:00\", \"2021-06-18 17:26:51.000000+00:00\"], \"session_ids\": [\"c1fd8297-0a24-4eaf-9a0d-3b2a4c843cc0\", \"3fefd31a-0cee-4f64-898c-8a61aadce292\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.857}, \"69678\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-15 12:40:36.000000+00:00\", \"2020-11-11 16:26:04.000000+00:00\", \"2022-10-07 19:19:36.000000+00:00\", \"2020-05-28 18:56:58.000000+00:00\", \"2019-11-18 08:31:44.000000+00:00\", \"2020-07-22 06:33:17.000000+00:00\", \"2022-01-10 18:19:54.000000+00:00\"], \"session_ids\": [\"5dfe0bed-c398-431f-9231-6508a035a2eb\", \"6231f404-683a-4d5c-8f5e-83a3d05df4f6\", \"7aeabe4e-05d0-40e9-ad2d-3a7e26c8e1a5\", \"089ef879-af7d-4b75-8349-ae5ce12d4e11\", \"099e65fb-bba6-4472-977b-7827fce84fe3\", \"a9a170da-30e1-4d08-a5e9-5a914300d657\", \"4d892dfd-8199-40a6-a0f1-6b3332514c42\"], \"total_duration\": 2166.0, \"total_sessions\": 7, \"mean_week_duration\": 14.344}, \"2854\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-03 01:51:30.000000+00:00\", \"2020-07-10 18:21:48.000000+00:00\"], \"session_ids\": [\"533be711-8499-4fe7-ae33-f23e7e9b55e9\", \"3ba35af3-6433-4aec-a712-ebe8f66baa24\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 13.429}, \"23411\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-14 08:45:01.000000+00:00\", \"2019-10-13 17:26:13.000000+00:00\", \"2022-04-25 11:22:35.000000+00:00\", \"2019-12-06 13:50:59.000000+00:00\", \"2020-06-14 16:17:52.000000+00:00\", \"2019-07-21 07:03:19.000000+00:00\", \"2021-09-17 21:43:48.000000+00:00\", \"2019-10-22 17:55:29.000000+00:00\", \"2020-05-12 07:08:57.000000+00:00\"], \"session_ids\": [\"1bc9f272-d175-4c36-af54-2232844a42f0\", \"0345fdae-b768-4609-bacd-52554b8ec8b8\", \"94c5a0c2-048a-480e-a79d-a6ddcb61b124\", \"911c7551-f951-4689-a5c0-228078450682\", \"017155b0-d5f1-43a6-b007-647d2024c3db\", \"f35b52c7-3ce4-4ab4-a050-f70ed8444880\", \"8802314c-9523-4ed1-8dbc-d279fedef4b1\", \"6807c8ff-c3a5-460c-8006-8a3cb5a5973a\", \"2a3b1f88-8c2c-4017-9a34-9650395099d5\"], \"total_duration\": 10648.0, \"total_sessions\": 9, \"mean_week_duration\": 73.434}, \"89249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-26 00:53:35.000000+00:00\", \"2020-02-02 10:58:49.000000+00:00\"], \"session_ids\": [\"f37f21ef-8818-4111-917d-beb8d43ebcb6\", \"af7baba6-2e9d-4f74-94ab-c155a6ddb3bf\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 15.156}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 875"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[875, 4156]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 7 users whose sessions total is bigger than 3 and smaller than 8 (both not including) as well as put to use sorting by site usage time in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54923\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-24 11:49:23.000000+00:00\", \"2019-12-26 00:42:25.000000+00:00\", \"2019-10-22 02:35:06.000000+00:00\", \"2022-02-08 00:04:55.000000+00:00\", \"2020-11-14 10:44:16.000000+00:00\", \"2020-06-02 16:39:01.000000+00:00\", \"2020-08-06 10:22:11.000000+00:00\", \"2020-01-12 21:03:02.000000+00:00\", \"2023-04-18 22:23:02.000000+00:00\"], \"session_ids\": [\"91a64e79-3a80-4027-a434-4938d5da23e2\", \"a17e98e6-0911-44ff-aa7e-760c1fd3ed94\", \"f0040875-f392-4400-b885-f81d9f38c8cb\", \"89d48d1c-f5f7-4d96-912f-82b6c827a13d\", \"8d0f2a69-22e0-45e8-9092-18a2f7debb59\", \"d549a88a-b3a8-4bc8-bd04-87b5e00c5e6c\", \"c729939e-cc4c-4114-a1bf-a19202bc01a5\", \"1527bfc4-0d91-4b25-898e-2f47ff78db66\", \"0063631c-8c38-4e4c-978f-e5236b082d06\"], \"total_duration\": 577.0, \"total_sessions\": 9, \"mean_week_duration\": 3.17}, \"91588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-06 21:39:30.000000+00:00\", \"2021-10-21 18:27:22.000000+00:00\", \"2020-02-16 21:53:43.000000+00:00\"], \"session_ids\": [\"1cc5ff25-f3a6-4ad8-a9a1-9caf2f50ba34\", \"80da8147-bfa5-4b80-a97e-13894dcaa875\", \"b382eb16-b6e1-4187-923d-3790accfcbee\"], \"total_duration\": 742.0, \"total_sessions\": 3, \"mean_week_duration\": 6.935}, \"74408\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 10, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-03-31 18:42:21.000000+00:00\", \"2021-11-17 17:14:04.000000+00:00\"], \"session_ids\": [\"f57d8b76-80c2-4109-95ef-cf5071adf612\", \"de76ec1d-1d85-4271-919b-dcc7244d4b14\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 1.212}, \"26783\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-13 14:50:38.000000+00:00\", \"2022-10-22 06:46:40.000000+00:00\"], \"session_ids\": [\"a2408b34-a855-4cca-9b05-abfb5533fb1c\", \"25ac537a-30ba-4c6b-ba92-d1a87fa2fa4b\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 2.622}, \"29471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-21 09:37:09.000000+00:00\", \"2019-10-07 03:24:49.000000+00:00\"], \"session_ids\": [\"20e52ecd-2d0e-4a68-9c3d-5ceceee2c762\", \"bf279fa4-cf9c-41a2-ad56-c1fa3ce8401c\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 2.238}, \"83882\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-15 10:04:02.000000+00:00\", \"2021-08-20 06:36:11.000000+00:00\", \"2021-07-21 05:36:39.000000+00:00\", \"2021-03-02 14:17:33.000000+00:00\", \"2019-10-01 23:49:40.000000+00:00\"], \"session_ids\": [\"6ca64e05-658f-4528-ba37-34c4394a729d\", \"19d3b328-f6bd-4bc1-a4f4-fd00ba289be3\", \"6c1bf9c6-62aa-48c8-b318-5fd9962c673c\", \"3b08e439-68ed-45ce-b4f1-0424688182bb\", \"9f12871e-ceaa-4f0b-97b2-464307fe070d\"], \"total_duration\": 359.0, \"total_sessions\": 5, \"mean_week_duration\": 2.699}, \"19073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-12-12 13:03:17.000000+00:00\", \"2019-05-21 13:16:07.000000+00:00\"], \"session_ids\": [\"b26f3b5d-921e-41de-b681-b7ced647a02c\", \"77d6db6c-6b5e-48c0-8f84-a247dcc3a1e6\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.112}, \"36531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-17 07:03:40.000000+00:00\", \"2020-12-16 09:34:24.000000+00:00\", \"2023-05-18 01:03:57.000000+00:00\", \"2021-07-07 13:37:47.000000+00:00\", \"2022-11-27 19:52:00.000000+00:00\", \"2019-11-21 20:48:37.000000+00:00\"], \"session_ids\": [\"45861ee0-6a04-4246-bd14-2469599ff983\", \"be53a863-78ee-4d6e-93e3-d245a4612967\", \"5a988cbf-8fae-445d-b801-fda671ca0d7b\", \"3d15b99f-094d-4867-b1f6-a7cf1b749227\", \"1c84da81-855d-4248-9cd1-b7e5f9479632\", \"4beacf0b-a2fc-4a55-9b10-63599dc22bc2\"], \"total_duration\": 710.0, \"total_sessions\": 6, \"mean_week_duration\": 3.198}, \"42235\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-29 20:04:28.000000+00:00\", \"2020-06-02 08:36:41.000000+00:00\"], \"session_ids\": [\"a3a65888-b7d5-4ea4-a30c-3cdbfef934a6\", \"854c8c20-acf2-405c-8b87-707bcbf4203b\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 5.35}, \"98369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-21 00:11:29.000000+00:00\", \"2019-09-12 10:43:56.000000+00:00\"], \"session_ids\": [\"a5e68296-051f-427e-9cdd-e5600f2acc90\", \"95a93444-3188-4332-b911-d589d98fa429\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.644}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 3 and are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83882\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-15 10:04:02.000000+00:00\", \"2021-08-20 06:36:11.000000+00:00\", \"2021-07-21 05:36:39.000000+00:00\", \"2021-03-02 14:17:33.000000+00:00\", \"2019-10-01 23:49:40.000000+00:00\"], \"session_ids\": [\"6ca64e05-658f-4528-ba37-34c4394a729d\", \"19d3b328-f6bd-4bc1-a4f4-fd00ba289be3\", \"6c1bf9c6-62aa-48c8-b318-5fd9962c673c\", \"3b08e439-68ed-45ce-b4f1-0424688182bb\", \"9f12871e-ceaa-4f0b-97b2-464307fe070d\"], \"total_duration\": 359.0, \"total_sessions\": 5, \"mean_week_duration\": 2.699}, \"36531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-17 07:03:40.000000+00:00\", \"2020-12-16 09:34:24.000000+00:00\", \"2023-05-18 01:03:57.000000+00:00\", \"2021-07-07 13:37:47.000000+00:00\", \"2022-11-27 19:52:00.000000+00:00\", \"2019-11-21 20:48:37.000000+00:00\"], \"session_ids\": [\"45861ee0-6a04-4246-bd14-2469599ff983\", \"be53a863-78ee-4d6e-93e3-d245a4612967\", \"5a988cbf-8fae-445d-b801-fda671ca0d7b\", \"3d15b99f-094d-4867-b1f6-a7cf1b749227\", \"1c84da81-855d-4248-9cd1-b7e5f9479632\", \"4beacf0b-a2fc-4a55-9b10-63599dc22bc2\"], \"total_duration\": 710.0, \"total_sessions\": 6, \"mean_week_duration\": 3.198}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-17 07:03:40.000000+00:00\", \"2020-12-16 09:34:24.000000+00:00\", \"2023-05-18 01:03:57.000000+00:00\", \"2021-07-07 13:37:47.000000+00:00\", \"2022-11-27 19:52:00.000000+00:00\", \"2019-11-21 20:48:37.000000+00:00\"], \"session_ids\": [\"45861ee0-6a04-4246-bd14-2469599ff983\", \"be53a863-78ee-4d6e-93e3-d245a4612967\", \"5a988cbf-8fae-445d-b801-fda671ca0d7b\", \"3d15b99f-094d-4867-b1f6-a7cf1b749227\", \"1c84da81-855d-4248-9cd1-b7e5f9479632\", \"4beacf0b-a2fc-4a55-9b10-63599dc22bc2\"], \"total_duration\": 710.0, \"total_sessions\": 6, \"mean_week_duration\": 3.198}}, {\"83882\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-15 10:04:02.000000+00:00\", \"2021-08-20 06:36:11.000000+00:00\", \"2021-07-21 05:36:39.000000+00:00\", \"2021-03-02 14:17:33.000000+00:00\", \"2019-10-01 23:49:40.000000+00:00\"], \"session_ids\": [\"6ca64e05-658f-4528-ba37-34c4394a729d\", \"19d3b328-f6bd-4bc1-a4f4-fd00ba289be3\", \"6c1bf9c6-62aa-48c8-b318-5fd9962c673c\", \"3b08e439-68ed-45ce-b4f1-0424688182bb\", \"9f12871e-ceaa-4f0b-97b2-464307fe070d\"], \"total_duration\": 359.0, \"total_sessions\": 5, \"mean_week_duration\": 2.699}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-17 07:03:40.000000+00:00\", \"2020-12-16 09:34:24.000000+00:00\", \"2023-05-18 01:03:57.000000+00:00\", \"2021-07-07 13:37:47.000000+00:00\", \"2022-11-27 19:52:00.000000+00:00\", \"2019-11-21 20:48:37.000000+00:00\"], \"session_ids\": [\"45861ee0-6a04-4246-bd14-2469599ff983\", \"be53a863-78ee-4d6e-93e3-d245a4612967\", \"5a988cbf-8fae-445d-b801-fda671ca0d7b\", \"3d15b99f-094d-4867-b1f6-a7cf1b749227\", \"1c84da81-855d-4248-9cd1-b7e5f9479632\", \"4beacf0b-a2fc-4a55-9b10-63599dc22bc2\"], \"total_duration\": 710.0, \"total_sessions\": 6, \"mean_week_duration\": 3.198}}, {\"83882\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-15 10:04:02.000000+00:00\", \"2021-08-20 06:36:11.000000+00:00\", \"2021-07-21 05:36:39.000000+00:00\", \"2021-03-02 14:17:33.000000+00:00\", \"2019-10-01 23:49:40.000000+00:00\"], \"session_ids\": [\"6ca64e05-658f-4528-ba37-34c4394a729d\", \"19d3b328-f6bd-4bc1-a4f4-fd00ba289be3\", \"6c1bf9c6-62aa-48c8-b318-5fd9962c673c\", \"3b08e439-68ed-45ce-b4f1-0424688182bb\", \"9f12871e-ceaa-4f0b-97b2-464307fe070d\"], \"total_duration\": 359.0, \"total_sessions\": 5, \"mean_week_duration\": 2.699}}]\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[{\"36531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-17 07:03:40.000000+00:00\", \"2020-12-16 09:34:24.000000+00:00\", \"2023-05-18 01:03:57.000000+00:00\", \"2021-07-07 13:37:47.000000+00:00\", \"2022-11-27 19:52:00.000000+00:00\", \"2019-11-21 20:48:37.000000+00:00\"], \"session_ids\": [\"45861ee0-6a04-4246-bd14-2469599ff983\", \"be53a863-78ee-4d6e-93e3-d245a4612967\", \"5a988cbf-8fae-445d-b801-fda671ca0d7b\", \"3d15b99f-094d-4867-b1f6-a7cf1b749227\", \"1c84da81-855d-4248-9cd1-b7e5f9479632\", \"4beacf0b-a2fc-4a55-9b10-63599dc22bc2\"], \"total_duration\": 710.0, \"total_sessions\": 6, \"mean_week_duration\": 3.198}}, {\"83882\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-15 10:04:02.000000+00:00\", \"2021-08-20 06:36:11.000000+00:00\", \"2021-07-21 05:36:39.000000+00:00\", \"2021-03-02 14:17:33.000000+00:00\", \"2019-10-01 23:49:40.000000+00:00\"], \"session_ids\": [\"6ca64e05-658f-4528-ba37-34c4394a729d\", \"19d3b328-f6bd-4bc1-a4f4-fd00ba289be3\", \"6c1bf9c6-62aa-48c8-b318-5fd9962c673c\", \"3b08e439-68ed-45ce-b4f1-0424688182bb\", \"9f12871e-ceaa-4f0b-97b2-464307fe070d\"], \"total_duration\": 359.0, \"total_sessions\": 5, \"mean_week_duration\": 2.699}}]\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 6 users to me who mean_week_duration less than 13 and greater than 40 (not including) , moreover perform sorting by average_week_duration ascendingly also keep only 3 records."
}
] |
[
{
"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{\"10239\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-02-03 09:26:53.000000+00:00\", \"2022-04-27 04:41:47.000000+00:00\", \"2023-03-13 09:21:16.000000+00:00\", \"2021-03-26 02:40:52.000000+00:00\", \"2021-08-19 22:33:56.000000+00:00\"], \"session_ids\": [\"151da174-175e-49a6-b17a-5ade7645a510\", \"1b1feaad-34ef-4ad1-bd91-d9c91b21e6bd\", \"909f9fff-309f-41ad-ab3b-4120af2616e0\", \"ad7d56a7-4cc8-4081-bf73-65db32819149\", \"386abcff-a2d1-4c98-9b2f-d2b78293c2f2\"], \"total_duration\": 814.0, \"total_sessions\": 5, \"mean_week_duration\": 3.804}, \"21456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-07-10 07:33:45.000000+00:00\", \"2020-03-09 22:36:45.000000+00:00\", \"2023-03-31 03:03:21.000000+00:00\", \"2020-12-27 22:11:40.000000+00:00\", \"2022-12-21 05:57:12.000000+00:00\"], \"session_ids\": [\"bc8b1997-ea96-4801-ab2f-2465cf3155d3\", \"de2ef997-c140-4ae2-85b0-e32a13490490\", \"b318b738-00a3-448a-b14a-3dc4b027711d\", \"efb67555-341e-4689-930a-c8f638997113\", \"1ca19e43-3d94-4701-ae12-60854e83728c\"], \"total_duration\": 765.0, \"total_sessions\": 5, \"mean_week_duration\": 4.781}, \"34461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-01 03:03:33.000000+00:00\", \"2022-11-16 22:33:49.000000+00:00\"], \"session_ids\": [\"82bb08c6-ccf3-41f4-9eec-061f20c91ece\", \"53734f4d-9067-4b73-b69b-ed5b996b7ec9\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 6.492}, \"2496\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-20 17:44:53.000000+00:00\", \"2019-09-28 12:04:54.000000+00:00\"], \"session_ids\": [\"09e06ba5-af5e-4ab1-b922-a8ef0d33cb98\", \"c391eeaa-078a-4a52-9278-91f5a351ca6f\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 3.444}, \"16151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-29 17:43:23.000000+00:00\", \"2022-10-26 03:44:28.000000+00:00\"], \"session_ids\": [\"ba1280f2-66af-44fe-9a6f-e096657d14ef\", \"599176bf-a242-4301-99d6-f82f075688ce\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 16.154}, \"3423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-17 15:06:42.000000+00:00\", \"2019-02-11 04:59:15.000000+00:00\"], \"session_ids\": [\"8dee005f-b932-458c-a59d-93ad39a05e15\", \"003e208e-91a8-4c5a-b269-560c2dae4c8d\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}, \"32065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-30 00:36:49.000000+00:00\", \"2023-02-17 16:03:03.000000+00:00\"], \"session_ids\": [\"68207ab1-653e-402b-bf2a-29f26a263b8e\", \"18fd393f-d2aa-4c0a-83be-fb601ba43bad\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 1.283}, \"97444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-10 17:34:56.000000+00:00\", \"2021-12-25 08:32:41.000000+00:00\", \"2021-01-11 14:19:22.000000+00:00\", \"2021-10-16 07:33:51.000000+00:00\"], \"session_ids\": [\"92fb0a95-34f3-4457-8de3-c660245f252f\", \"a27aeb82-ca19-4c14-aaa7-efd3f1bf1701\", \"ce89d1f4-aba4-4ffd-82a4-3b0daffcc509\", \"9589d077-1260-448c-a886-5d92cd75b18e\"], \"total_duration\": 359.0, \"total_sessions\": 4, \"mean_week_duration\": 2.62}, \"35145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-29 19:51:54.000000+00:00\", \"2021-02-03 06:58:05.000000+00:00\"], \"session_ids\": [\"61dc87d9-5c9c-4016-b2f7-003f88fd8cb0\", \"a1e35407-0820-4f5a-a842-ee22f9aa7cab\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 2.807}, \"16005\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-17 07:39:40.000000+00:00\", \"2020-09-13 18:30:32.000000+00:00\", \"2023-01-16 06:24:31.000000+00:00\", \"2021-04-22 16:03:59.000000+00:00\", \"2019-02-16 16:04:53.000000+00:00\", \"2019-08-05 18:05:19.000000+00:00\", \"2023-06-27 14:26:16.000000+00:00\"], \"session_ids\": [\"47841cc9-d408-4519-8041-3586a19ede18\", \"e7c78a4e-e240-4b22-a303-733000ccf21a\", \"ac270705-a0c6-4624-bd5f-4ef7b72c1eec\", \"14cd192f-35d0-4fe2-bf71-32ae5501b091\", \"3a0a3084-542a-4aba-9fc6-371c57f6c8cb\", \"a9395073-9df9-4b23-af0b-3476cd504f57\", \"660cb200-d7e1-4484-85fa-2dd1986e5400\"], \"total_duration\": 120.0, \"total_sessions\": 7, \"mean_week_duration\": 0.526}}\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 13 and are greater than 40"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10239\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-02-03 09:26:53.000000+00:00\", \"2022-04-27 04:41:47.000000+00:00\", \"2023-03-13 09:21:16.000000+00:00\", \"2021-03-26 02:40:52.000000+00:00\", \"2021-08-19 22:33:56.000000+00:00\"], \"session_ids\": [\"151da174-175e-49a6-b17a-5ade7645a510\", \"1b1feaad-34ef-4ad1-bd91-d9c91b21e6bd\", \"909f9fff-309f-41ad-ab3b-4120af2616e0\", \"ad7d56a7-4cc8-4081-bf73-65db32819149\", \"386abcff-a2d1-4c98-9b2f-d2b78293c2f2\"], \"total_duration\": 814.0, \"total_sessions\": 5, \"mean_week_duration\": 3.804}, \"21456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-07-10 07:33:45.000000+00:00\", \"2020-03-09 22:36:45.000000+00:00\", \"2023-03-31 03:03:21.000000+00:00\", \"2020-12-27 22:11:40.000000+00:00\", \"2022-12-21 05:57:12.000000+00:00\"], \"session_ids\": [\"bc8b1997-ea96-4801-ab2f-2465cf3155d3\", \"de2ef997-c140-4ae2-85b0-e32a13490490\", \"b318b738-00a3-448a-b14a-3dc4b027711d\", \"efb67555-341e-4689-930a-c8f638997113\", \"1ca19e43-3d94-4701-ae12-60854e83728c\"], \"total_duration\": 765.0, \"total_sessions\": 5, \"mean_week_duration\": 4.781}, \"34461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-01 03:03:33.000000+00:00\", \"2022-11-16 22:33:49.000000+00:00\"], \"session_ids\": [\"82bb08c6-ccf3-41f4-9eec-061f20c91ece\", \"53734f4d-9067-4b73-b69b-ed5b996b7ec9\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 6.492}, \"2496\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-20 17:44:53.000000+00:00\", \"2019-09-28 12:04:54.000000+00:00\"], \"session_ids\": [\"09e06ba5-af5e-4ab1-b922-a8ef0d33cb98\", \"c391eeaa-078a-4a52-9278-91f5a351ca6f\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 3.444}, \"3423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-17 15:06:42.000000+00:00\", \"2019-02-11 04:59:15.000000+00:00\"], \"session_ids\": [\"8dee005f-b932-458c-a59d-93ad39a05e15\", \"003e208e-91a8-4c5a-b269-560c2dae4c8d\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}, \"32065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-30 00:36:49.000000+00:00\", \"2023-02-17 16:03:03.000000+00:00\"], \"session_ids\": [\"68207ab1-653e-402b-bf2a-29f26a263b8e\", \"18fd393f-d2aa-4c0a-83be-fb601ba43bad\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 1.283}, \"97444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-10 17:34:56.000000+00:00\", \"2021-12-25 08:32:41.000000+00:00\", \"2021-01-11 14:19:22.000000+00:00\", \"2021-10-16 07:33:51.000000+00:00\"], \"session_ids\": [\"92fb0a95-34f3-4457-8de3-c660245f252f\", \"a27aeb82-ca19-4c14-aaa7-efd3f1bf1701\", \"ce89d1f4-aba4-4ffd-82a4-3b0daffcc509\", \"9589d077-1260-448c-a886-5d92cd75b18e\"], \"total_duration\": 359.0, \"total_sessions\": 4, \"mean_week_duration\": 2.62}, \"35145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-29 19:51:54.000000+00:00\", \"2021-02-03 06:58:05.000000+00:00\"], \"session_ids\": [\"61dc87d9-5c9c-4016-b2f7-003f88fd8cb0\", \"a1e35407-0820-4f5a-a842-ee22f9aa7cab\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 2.807}, \"16005\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-17 07:39:40.000000+00:00\", \"2020-09-13 18:30:32.000000+00:00\", \"2023-01-16 06:24:31.000000+00:00\", \"2021-04-22 16:03:59.000000+00:00\", \"2019-02-16 16:04:53.000000+00:00\", \"2019-08-05 18:05:19.000000+00:00\", \"2023-06-27 14:26:16.000000+00:00\"], \"session_ids\": [\"47841cc9-d408-4519-8041-3586a19ede18\", \"e7c78a4e-e240-4b22-a303-733000ccf21a\", \"ac270705-a0c6-4624-bd5f-4ef7b72c1eec\", \"14cd192f-35d0-4fe2-bf71-32ae5501b091\", \"3a0a3084-542a-4aba-9fc6-371c57f6c8cb\", \"a9395073-9df9-4b23-af0b-3476cd504f57\", \"660cb200-d7e1-4484-85fa-2dd1986e5400\"], \"total_duration\": 120.0, \"total_sessions\": 7, \"mean_week_duration\": 0.526}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-17 15:06:42.000000+00:00\", \"2019-02-11 04:59:15.000000+00:00\"], \"session_ids\": [\"8dee005f-b932-458c-a59d-93ad39a05e15\", \"003e208e-91a8-4c5a-b269-560c2dae4c8d\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}, {\"16005\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-17 07:39:40.000000+00:00\", \"2020-09-13 18:30:32.000000+00:00\", \"2023-01-16 06:24:31.000000+00:00\", \"2021-04-22 16:03:59.000000+00:00\", \"2019-02-16 16:04:53.000000+00:00\", \"2019-08-05 18:05:19.000000+00:00\", \"2023-06-27 14:26:16.000000+00:00\"], \"session_ids\": [\"47841cc9-d408-4519-8041-3586a19ede18\", \"e7c78a4e-e240-4b22-a303-733000ccf21a\", \"ac270705-a0c6-4624-bd5f-4ef7b72c1eec\", \"14cd192f-35d0-4fe2-bf71-32ae5501b091\", \"3a0a3084-542a-4aba-9fc6-371c57f6c8cb\", \"a9395073-9df9-4b23-af0b-3476cd504f57\", \"660cb200-d7e1-4484-85fa-2dd1986e5400\"], \"total_duration\": 120.0, \"total_sessions\": 7, \"mean_week_duration\": 0.526}}, {\"32065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-30 00:36:49.000000+00:00\", \"2023-02-17 16:03:03.000000+00:00\"], \"session_ids\": [\"68207ab1-653e-402b-bf2a-29f26a263b8e\", \"18fd393f-d2aa-4c0a-83be-fb601ba43bad\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 1.283}}, {\"97444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-10 17:34:56.000000+00:00\", \"2021-12-25 08:32:41.000000+00:00\", \"2021-01-11 14:19:22.000000+00:00\", \"2021-10-16 07:33:51.000000+00:00\"], \"session_ids\": [\"92fb0a95-34f3-4457-8de3-c660245f252f\", \"a27aeb82-ca19-4c14-aaa7-efd3f1bf1701\", \"ce89d1f4-aba4-4ffd-82a4-3b0daffcc509\", \"9589d077-1260-448c-a886-5d92cd75b18e\"], \"total_duration\": 359.0, \"total_sessions\": 4, \"mean_week_duration\": 2.62}}, {\"35145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-29 19:51:54.000000+00:00\", \"2021-02-03 06:58:05.000000+00:00\"], \"session_ids\": [\"61dc87d9-5c9c-4016-b2f7-003f88fd8cb0\", \"a1e35407-0820-4f5a-a842-ee22f9aa7cab\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 2.807}}, {\"2496\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-20 17:44:53.000000+00:00\", \"2019-09-28 12:04:54.000000+00:00\"], \"session_ids\": [\"09e06ba5-af5e-4ab1-b922-a8ef0d33cb98\", \"c391eeaa-078a-4a52-9278-91f5a351ca6f\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 3.444}}, {\"10239\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-02-03 09:26:53.000000+00:00\", \"2022-04-27 04:41:47.000000+00:00\", \"2023-03-13 09:21:16.000000+00:00\", \"2021-03-26 02:40:52.000000+00:00\", \"2021-08-19 22:33:56.000000+00:00\"], \"session_ids\": [\"151da174-175e-49a6-b17a-5ade7645a510\", \"1b1feaad-34ef-4ad1-bd91-d9c91b21e6bd\", \"909f9fff-309f-41ad-ab3b-4120af2616e0\", \"ad7d56a7-4cc8-4081-bf73-65db32819149\", \"386abcff-a2d1-4c98-9b2f-d2b78293c2f2\"], \"total_duration\": 814.0, \"total_sessions\": 5, \"mean_week_duration\": 3.804}}, {\"21456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-07-10 07:33:45.000000+00:00\", \"2020-03-09 22:36:45.000000+00:00\", \"2023-03-31 03:03:21.000000+00:00\", \"2020-12-27 22:11:40.000000+00:00\", \"2022-12-21 05:57:12.000000+00:00\"], \"session_ids\": [\"bc8b1997-ea96-4801-ab2f-2465cf3155d3\", \"de2ef997-c140-4ae2-85b0-e32a13490490\", \"b318b738-00a3-448a-b14a-3dc4b027711d\", \"efb67555-341e-4689-930a-c8f638997113\", \"1ca19e43-3d94-4701-ae12-60854e83728c\"], \"total_duration\": 765.0, \"total_sessions\": 5, \"mean_week_duration\": 4.781}}, {\"34461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-01 03:03:33.000000+00:00\", \"2022-11-16 22:33:49.000000+00:00\"], \"session_ids\": [\"82bb08c6-ccf3-41f4-9eec-061f20c91ece\", \"53734f4d-9067-4b73-b69b-ed5b996b7ec9\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 6.492}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-17 15:06:42.000000+00:00\", \"2019-02-11 04:59:15.000000+00:00\"], \"session_ids\": [\"8dee005f-b932-458c-a59d-93ad39a05e15\", \"003e208e-91a8-4c5a-b269-560c2dae4c8d\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}, {\"16005\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-17 07:39:40.000000+00:00\", \"2020-09-13 18:30:32.000000+00:00\", \"2023-01-16 06:24:31.000000+00:00\", \"2021-04-22 16:03:59.000000+00:00\", \"2019-02-16 16:04:53.000000+00:00\", \"2019-08-05 18:05:19.000000+00:00\", \"2023-06-27 14:26:16.000000+00:00\"], \"session_ids\": [\"47841cc9-d408-4519-8041-3586a19ede18\", \"e7c78a4e-e240-4b22-a303-733000ccf21a\", \"ac270705-a0c6-4624-bd5f-4ef7b72c1eec\", \"14cd192f-35d0-4fe2-bf71-32ae5501b091\", \"3a0a3084-542a-4aba-9fc6-371c57f6c8cb\", \"a9395073-9df9-4b23-af0b-3476cd504f57\", \"660cb200-d7e1-4484-85fa-2dd1986e5400\"], \"total_duration\": 120.0, \"total_sessions\": 7, \"mean_week_duration\": 0.526}}, {\"32065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-30 00:36:49.000000+00:00\", \"2023-02-17 16:03:03.000000+00:00\"], \"session_ids\": [\"68207ab1-653e-402b-bf2a-29f26a263b8e\", \"18fd393f-d2aa-4c0a-83be-fb601ba43bad\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 1.283}}]\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[{\"3423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-17 15:06:42.000000+00:00\", \"2019-02-11 04:59:15.000000+00:00\"], \"session_ids\": [\"8dee005f-b932-458c-a59d-93ad39a05e15\", \"003e208e-91a8-4c5a-b269-560c2dae4c8d\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}, {\"16005\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-17 07:39:40.000000+00:00\", \"2020-09-13 18:30:32.000000+00:00\", \"2023-01-16 06:24:31.000000+00:00\", \"2021-04-22 16:03:59.000000+00:00\", \"2019-02-16 16:04:53.000000+00:00\", \"2019-08-05 18:05:19.000000+00:00\", \"2023-06-27 14:26:16.000000+00:00\"], \"session_ids\": [\"47841cc9-d408-4519-8041-3586a19ede18\", \"e7c78a4e-e240-4b22-a303-733000ccf21a\", \"ac270705-a0c6-4624-bd5f-4ef7b72c1eec\", \"14cd192f-35d0-4fe2-bf71-32ae5501b091\", \"3a0a3084-542a-4aba-9fc6-371c57f6c8cb\", \"a9395073-9df9-4b23-af0b-3476cd504f57\", \"660cb200-d7e1-4484-85fa-2dd1986e5400\"], \"total_duration\": 120.0, \"total_sessions\": 7, \"mean_week_duration\": 0.526}}, {\"32065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-30 00:36:49.000000+00:00\", \"2023-02-17 16:03:03.000000+00:00\"], \"session_ids\": [\"68207ab1-653e-402b-bf2a-29f26a263b8e\", \"18fd393f-d2aa-4c0a-83be-fb601ba43bad\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 1.283}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 4 users who are bottom users based on overall mean week duration + do sorting by total sessions ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57196\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-04-13 20:45:43.000000+00:00\", \"2020-07-02 04:11:29.000000+00:00\", \"2020-05-02 20:11:17.000000+00:00\", \"2023-06-26 01:34:55.000000+00:00\"], \"session_ids\": [\"4c57964b-18da-471d-ad24-2b28d4783cad\", \"53f604db-c70f-446d-93c8-fa1c3bc972d3\", \"6d5e0c42-4cdd-4ffa-9b92-7af7085f5a6c\", \"3459d755-1f0c-4c86-9df9-54bf1654d152\"], \"total_duration\": 563.0, \"total_sessions\": 4, \"mean_week_duration\": 3.412}, \"82995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-20 19:45:29.000000+00:00\", \"2023-04-12 02:05:31.000000+00:00\"], \"session_ids\": [\"70cb72c0-90b7-4fb6-a3cd-d6900017ff2a\", \"3b2efe25-2b00-4a74-828d-15e02b148473\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 1.439}, \"40251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-10-09 10:09:13.000000+00:00\", \"2019-11-29 10:44:51.000000+00:00\"], \"session_ids\": [\"10d9efda-bdbe-4522-85c3-a205c1b4056c\", \"1c5c9595-c86a-43d9-8844-db7579aa9e33\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 3.031}, \"93731\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-09-24 12:25:35.000000+00:00\", \"2022-11-29 04:32:25.000000+00:00\"], \"session_ids\": [\"733cb7ea-ea98-48e6-b0f1-cc2e9964a79f\", \"6352f063-1806-48a5-b288-3db5998a9f31\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 2.226}, \"47871\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-14 23:57:09.000000+00:00\", \"2021-10-02 01:14:55.000000+00:00\"], \"session_ids\": [\"7a1767f8-3e4c-46b2-9921-5fec1f7854f2\", \"aaa5e082-cd5d-4a1c-ba5a-2f3cf89c6b83\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 4.565}, \"28142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-06-03 01:52:26.000000+00:00\", \"2021-09-25 22:27:57.000000+00:00\", \"2023-03-19 05:31:35.000000+00:00\", \"2023-03-13 00:26:50.000000+00:00\"], \"session_ids\": [\"ab74d19f-435b-4dd3-bdcd-2f455dae9085\", \"2ffdbce6-16ed-452b-ad6e-1676c72dee86\", \"f7c68372-fe3d-4517-bc72-5e8cc3ecf4cc\", \"9a907e34-6e42-4985-9abc-509a51f22dd7\"], \"total_duration\": 180.0, \"total_sessions\": 4, \"mean_week_duration\": 0.909}, \"34123\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-16 02:58:05.000000+00:00\", \"2019-06-25 19:15:03.000000+00:00\"], \"session_ids\": [\"462390b3-2f0e-4ad3-9c99-bea3439187cc\", \"94014c6d-7f1d-43d6-90e2-b11ee24eea26\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.327}, \"58825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-02-20 21:08:40.000000+00:00\", \"2019-06-08 01:32:31.000000+00:00\", \"2019-05-17 12:33:05.000000+00:00\", \"2020-04-22 16:22:42.000000+00:00\"], \"session_ids\": [\"0c6c7a60-0d57-4805-b4be-dd1f62564db7\", \"4f67102b-e457-4810-8bd8-372a6220af49\", \"0e808625-9562-4403-8131-7d8da3eb497e\", \"b5432c4a-90da-4670-aff1-dadb010a6410\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.234}, \"72806\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-05 22:32:36.000000+00:00\", \"2022-07-07 12:24:40.000000+00:00\", \"2020-09-03 15:06:55.000000+00:00\", \"2020-05-25 01:31:38.000000+00:00\"], \"session_ids\": [\"cac70ab4-176e-40f0-82d7-b93c4bfd8002\", \"81ea7f66-29c3-46af-84bb-1ac033bbab2c\", \"811174ba-08db-45ab-a23b-1edeb8fe338c\", \"f516c30f-c7e4-43f7-9175-5ddb9b769e14\"], \"total_duration\": 1212.0, \"total_sessions\": 4, \"mean_week_duration\": 7.922}, \"78369\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-26 04:10:37.000000+00:00\", \"2021-02-18 02:39:30.000000+00:00\"], \"session_ids\": [\"2fd4d3b6-fdf1-45a2-a252-8e075a0c9a2e\", \"e705bfed-b2b2-46fe-8ecb-548acd412e5e\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 6.917}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 4 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 4}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"58825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-02-20 21:08:40.000000+00:00\", \"2019-06-08 01:32:31.000000+00:00\", \"2019-05-17 12:33:05.000000+00:00\", \"2020-04-22 16:22:42.000000+00:00\"], \"session_ids\": [\"0c6c7a60-0d57-4805-b4be-dd1f62564db7\", \"4f67102b-e457-4810-8bd8-372a6220af49\", \"0e808625-9562-4403-8131-7d8da3eb497e\", \"b5432c4a-90da-4670-aff1-dadb010a6410\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.234}}, {\"28142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-06-03 01:52:26.000000+00:00\", \"2021-09-25 22:27:57.000000+00:00\", \"2023-03-19 05:31:35.000000+00:00\", \"2023-03-13 00:26:50.000000+00:00\"], \"session_ids\": [\"ab74d19f-435b-4dd3-bdcd-2f455dae9085\", \"2ffdbce6-16ed-452b-ad6e-1676c72dee86\", \"f7c68372-fe3d-4517-bc72-5e8cc3ecf4cc\", \"9a907e34-6e42-4985-9abc-509a51f22dd7\"], \"total_duration\": 180.0, \"total_sessions\": 4, \"mean_week_duration\": 0.909}}, {\"34123\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-16 02:58:05.000000+00:00\", \"2019-06-25 19:15:03.000000+00:00\"], \"session_ids\": [\"462390b3-2f0e-4ad3-9c99-bea3439187cc\", \"94014c6d-7f1d-43d6-90e2-b11ee24eea26\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.327}}, {\"82995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-20 19:45:29.000000+00:00\", \"2023-04-12 02:05:31.000000+00:00\"], \"session_ids\": [\"70cb72c0-90b7-4fb6-a3cd-d6900017ff2a\", \"3b2efe25-2b00-4a74-828d-15e02b148473\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 1.439}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"34123\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-16 02:58:05.000000+00:00\", \"2019-06-25 19:15:03.000000+00:00\"], \"session_ids\": [\"462390b3-2f0e-4ad3-9c99-bea3439187cc\", \"94014c6d-7f1d-43d6-90e2-b11ee24eea26\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.327}}, {\"82995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-20 19:45:29.000000+00:00\", \"2023-04-12 02:05:31.000000+00:00\"], \"session_ids\": [\"70cb72c0-90b7-4fb6-a3cd-d6900017ff2a\", \"3b2efe25-2b00-4a74-828d-15e02b148473\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 1.439}}, {\"58825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-02-20 21:08:40.000000+00:00\", \"2019-06-08 01:32:31.000000+00:00\", \"2019-05-17 12:33:05.000000+00:00\", \"2020-04-22 16:22:42.000000+00:00\"], \"session_ids\": [\"0c6c7a60-0d57-4805-b4be-dd1f62564db7\", \"4f67102b-e457-4810-8bd8-372a6220af49\", \"0e808625-9562-4403-8131-7d8da3eb497e\", \"b5432c4a-90da-4670-aff1-dadb010a6410\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.234}}, {\"28142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-06-03 01:52:26.000000+00:00\", \"2021-09-25 22:27:57.000000+00:00\", \"2023-03-19 05:31:35.000000+00:00\", \"2023-03-13 00:26:50.000000+00:00\"], \"session_ids\": [\"ab74d19f-435b-4dd3-bdcd-2f455dae9085\", \"2ffdbce6-16ed-452b-ad6e-1676c72dee86\", \"f7c68372-fe3d-4517-bc72-5e8cc3ecf4cc\", \"9a907e34-6e42-4985-9abc-509a51f22dd7\"], \"total_duration\": 180.0, \"total_sessions\": 4, \"mean_week_duration\": 0.909}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"34123\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-16 02:58:05.000000+00:00\", \"2019-06-25 19:15:03.000000+00:00\"], \"session_ids\": [\"462390b3-2f0e-4ad3-9c99-bea3439187cc\", \"94014c6d-7f1d-43d6-90e2-b11ee24eea26\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.327}}, {\"82995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-20 19:45:29.000000+00:00\", \"2023-04-12 02:05:31.000000+00:00\"], \"session_ids\": [\"70cb72c0-90b7-4fb6-a3cd-d6900017ff2a\", \"3b2efe25-2b00-4a74-828d-15e02b148473\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 1.439}}, {\"58825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-02-20 21:08:40.000000+00:00\", \"2019-06-08 01:32:31.000000+00:00\", \"2019-05-17 12:33:05.000000+00:00\", \"2020-04-22 16:22:42.000000+00:00\"], \"session_ids\": [\"0c6c7a60-0d57-4805-b4be-dd1f62564db7\", \"4f67102b-e457-4810-8bd8-372a6220af49\", \"0e808625-9562-4403-8131-7d8da3eb497e\", \"b5432c4a-90da-4670-aff1-dadb010a6410\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.234}}, {\"28142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-06-03 01:52:26.000000+00:00\", \"2021-09-25 22:27:57.000000+00:00\", \"2023-03-19 05:31:35.000000+00:00\", \"2023-03-13 00:26:50.000000+00:00\"], \"session_ids\": [\"ab74d19f-435b-4dd3-bdcd-2f455dae9085\", \"2ffdbce6-16ed-452b-ad6e-1676c72dee86\", \"f7c68372-fe3d-4517-bc72-5e8cc3ecf4cc\", \"9a907e34-6e42-4985-9abc-509a51f22dd7\"], \"total_duration\": 180.0, \"total_sessions\": 4, \"mean_week_duration\": 0.909}}]\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[{\"34123\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-16 02:58:05.000000+00:00\", \"2019-06-25 19:15:03.000000+00:00\"], \"session_ids\": [\"462390b3-2f0e-4ad3-9c99-bea3439187cc\", \"94014c6d-7f1d-43d6-90e2-b11ee24eea26\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.327}}, {\"82995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-20 19:45:29.000000+00:00\", \"2023-04-12 02:05:31.000000+00:00\"], \"session_ids\": [\"70cb72c0-90b7-4fb6-a3cd-d6900017ff2a\", \"3b2efe25-2b00-4a74-828d-15e02b148473\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 1.439}}, {\"58825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-02-20 21:08:40.000000+00:00\", \"2019-06-08 01:32:31.000000+00:00\", \"2019-05-17 12:33:05.000000+00:00\", \"2020-04-22 16:22:42.000000+00:00\"], \"session_ids\": [\"0c6c7a60-0d57-4805-b4be-dd1f62564db7\", \"4f67102b-e457-4810-8bd8-372a6220af49\", \"0e808625-9562-4403-8131-7d8da3eb497e\", \"b5432c4a-90da-4670-aff1-dadb010a6410\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.234}}, {\"28142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-06-03 01:52:26.000000+00:00\", \"2021-09-25 22:27:57.000000+00:00\", \"2023-03-19 05:31:35.000000+00:00\", \"2023-03-13 00:26:50.000000+00:00\"], \"session_ids\": [\"ab74d19f-435b-4dd3-bdcd-2f455dae9085\", \"2ffdbce6-16ed-452b-ad6e-1676c72dee86\", \"f7c68372-fe3d-4517-bc72-5e8cc3ecf4cc\", \"9a907e34-6e42-4985-9abc-509a51f22dd7\"], \"total_duration\": 180.0, \"total_sessions\": 4, \"mean_week_duration\": 0.909}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 5 users whose sessions total is bigger than 4 (not including) plus sort by total sessions asc , moreover save only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-11 15:05:09.000000+00:00\", \"2021-08-07 17:30:34.000000+00:00\"], \"session_ids\": [\"336211db-d3f9-459c-a162-9658969923fa\", \"9ea3de5d-2b08-43cd-8719-b648fa9ef22f\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 3.056}, \"45974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-29 13:47:30.000000+00:00\", \"2023-03-22 21:41:17.000000+00:00\", \"2022-12-15 08:45:00.000000+00:00\", \"2020-04-11 22:18:50.000000+00:00\", \"2021-03-23 19:04:03.000000+00:00\"], \"session_ids\": [\"9c9d938c-c94e-4a56-8c6a-5e0fe504f08b\", \"9f8c8aae-1ae0-4fc6-b414-8fa952a864bf\", \"f84f006a-f30c-438d-aefd-c0fe7ceb0829\", \"436ec4cf-2935-4253-aa18-01ff2cd1b13d\", \"54312688-fbe2-4adc-8082-988b2d8d9f79\"], \"total_duration\": 2296.0, \"total_sessions\": 5, \"mean_week_duration\": 14.909}, \"10551\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2023-06-16 13:01:58.000000+00:00\", \"2022-02-12 19:13:42.000000+00:00\"], \"session_ids\": [\"1618f133-c4f5-492b-aede-cb0ce16117fd\", \"86cc2fbe-ac19-463e-a3ae-24b33f39b970\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 2.343}, \"14273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-31 20:19:43.000000+00:00\", \"2019-01-12 04:23:45.000000+00:00\", \"2019-05-06 13:14:22.000000+00:00\", \"2022-05-22 11:37:24.000000+00:00\", \"2019-10-26 03:49:55.000000+00:00\"], \"session_ids\": [\"c91b6b07-2d4f-4d7f-bcc5-6d4d750e21f4\", \"08491083-6d59-4cc9-b38f-2fcfebacdcde\", \"64a08636-c142-4b95-908b-15e2978e407a\", \"52dc8414-8e88-46c0-a4d6-7da3ac019129\", \"9d36e6f9-7fab-401a-be32-79a6998a3d04\"], \"total_duration\": 230.0, \"total_sessions\": 5, \"mean_week_duration\": 1.307}, \"17280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-07-18 11:32:06.000000+00:00\", \"2021-11-10 08:27:49.000000+00:00\"], \"session_ids\": [\"4ae0a93e-c398-46c8-abe2-68545fe30167\", \"b55099d7-1b24-47e1-b756-1427ddced2c9\"], \"total_duration\": 413.0, \"total_sessions\": 2, \"mean_week_duration\": 3.413}, \"90702\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-10 07:37:55.000000+00:00\", \"2021-12-05 09:04:00.000000+00:00\", \"2021-11-11 19:26:56.000000+00:00\", \"2023-04-13 14:52:49.000000+00:00\", \"2022-06-28 04:29:48.000000+00:00\"], \"session_ids\": [\"cec9ab9d-d39f-4087-a638-37c98aad3b61\", \"e68d08e2-5e13-421c-bbb7-ea223dc77bd0\", \"1ea94305-6b0a-4de9-9262-0754ab13a2c2\", \"3c051d81-1652-48b0-aeae-5ae38720d0e6\", \"eaa0d9fa-f9ec-4565-853b-e6082c72296b\"], \"total_duration\": 502.0, \"total_sessions\": 5, \"mean_week_duration\": 6.784}, \"93694\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-29 06:57:35.000000+00:00\", \"2020-12-24 05:01:59.000000+00:00\"], \"session_ids\": [\"69280062-3db4-4927-aff7-b3a94d689f66\", \"6b4ebcfe-4eed-4297-b458-35b255efe962\"], \"total_duration\": 473.0, \"total_sessions\": 2, \"mean_week_duration\": 4.008}, \"65303\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-03 03:27:06.000000+00:00\", \"2023-05-20 17:35:55.000000+00:00\", \"2022-06-28 15:19:09.000000+00:00\", \"2021-08-18 06:00:38.000000+00:00\", \"2022-07-31 01:23:37.000000+00:00\", \"2019-04-19 09:42:43.000000+00:00\", \"2021-01-19 08:30:52.000000+00:00\", \"2023-05-30 02:24:32.000000+00:00\", \"2019-09-11 21:40:45.000000+00:00\", \"2023-03-14 13:39:27.000000+00:00\"], \"session_ids\": [\"428ab351-b63b-4ee8-9957-35372a921656\", \"d76bc37b-09c0-4ed7-8f7d-68fcd359b438\", \"fc85f3c3-a9f8-456d-88d7-36bc2f5e9065\", \"fd2bbde6-df39-48a1-8cae-57f997b54379\", \"313ec913-8700-4aa5-bf82-050ee94bddc3\", \"20c9b719-e477-4844-8db6-4f0cea2f26a3\", \"2caa123c-f4a8-4e54-b995-8226e01b7c3e\", \"975c59e8-3422-46a6-af9a-fe9ea719661e\", \"3101fc5d-7585-49ce-8394-fe7715bff677\", \"cbdcf97b-df7a-4973-8e12-2f0b51db8da0\"], \"total_duration\": 8798.0, \"total_sessions\": 10, \"mean_week_duration\": 40.921}, \"50264\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-06 13:48:27.000000+00:00\", \"2019-07-09 15:32:36.000000+00:00\"], \"session_ids\": [\"4b4f986d-5195-41b0-a298-e88a85b9b1ca\", \"fdd41fff-9608-4f3c-8b4e-c88af13dd9fc\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.2}, \"30257\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-06 23:09:31.000000+00:00\", \"2021-06-17 06:18:23.000000+00:00\", \"2020-02-27 10:53:33.000000+00:00\", \"2019-12-17 05:17:39.000000+00:00\", \"2020-03-18 11:49:38.000000+00:00\"], \"session_ids\": [\"55858b17-e175-434a-9da4-0b2e72a7ff58\", \"3a8f901c-e439-4d64-b669-af45f8fd26f2\", \"e34bb67b-fd2f-4198-9f54-b8c215289843\", \"5d22d592-a973-49bf-9d54-2b788c6813fe\", \"5ba75c09-c8a1-45aa-bf46-59df370f117b\"], \"total_duration\": 2506.0, \"total_sessions\": 5, \"mean_week_duration\": 15.28}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-29 13:47:30.000000+00:00\", \"2023-03-22 21:41:17.000000+00:00\", \"2022-12-15 08:45:00.000000+00:00\", \"2020-04-11 22:18:50.000000+00:00\", \"2021-03-23 19:04:03.000000+00:00\"], \"session_ids\": [\"9c9d938c-c94e-4a56-8c6a-5e0fe504f08b\", \"9f8c8aae-1ae0-4fc6-b414-8fa952a864bf\", \"f84f006a-f30c-438d-aefd-c0fe7ceb0829\", \"436ec4cf-2935-4253-aa18-01ff2cd1b13d\", \"54312688-fbe2-4adc-8082-988b2d8d9f79\"], \"total_duration\": 2296.0, \"total_sessions\": 5, \"mean_week_duration\": 14.909}, \"14273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-31 20:19:43.000000+00:00\", \"2019-01-12 04:23:45.000000+00:00\", \"2019-05-06 13:14:22.000000+00:00\", \"2022-05-22 11:37:24.000000+00:00\", \"2019-10-26 03:49:55.000000+00:00\"], \"session_ids\": [\"c91b6b07-2d4f-4d7f-bcc5-6d4d750e21f4\", \"08491083-6d59-4cc9-b38f-2fcfebacdcde\", \"64a08636-c142-4b95-908b-15e2978e407a\", \"52dc8414-8e88-46c0-a4d6-7da3ac019129\", \"9d36e6f9-7fab-401a-be32-79a6998a3d04\"], \"total_duration\": 230.0, \"total_sessions\": 5, \"mean_week_duration\": 1.307}, \"90702\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-10 07:37:55.000000+00:00\", \"2021-12-05 09:04:00.000000+00:00\", \"2021-11-11 19:26:56.000000+00:00\", \"2023-04-13 14:52:49.000000+00:00\", \"2022-06-28 04:29:48.000000+00:00\"], \"session_ids\": [\"cec9ab9d-d39f-4087-a638-37c98aad3b61\", \"e68d08e2-5e13-421c-bbb7-ea223dc77bd0\", \"1ea94305-6b0a-4de9-9262-0754ab13a2c2\", \"3c051d81-1652-48b0-aeae-5ae38720d0e6\", \"eaa0d9fa-f9ec-4565-853b-e6082c72296b\"], \"total_duration\": 502.0, \"total_sessions\": 5, \"mean_week_duration\": 6.784}, \"65303\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-03 03:27:06.000000+00:00\", \"2023-05-20 17:35:55.000000+00:00\", \"2022-06-28 15:19:09.000000+00:00\", \"2021-08-18 06:00:38.000000+00:00\", \"2022-07-31 01:23:37.000000+00:00\", \"2019-04-19 09:42:43.000000+00:00\", \"2021-01-19 08:30:52.000000+00:00\", \"2023-05-30 02:24:32.000000+00:00\", \"2019-09-11 21:40:45.000000+00:00\", \"2023-03-14 13:39:27.000000+00:00\"], \"session_ids\": [\"428ab351-b63b-4ee8-9957-35372a921656\", \"d76bc37b-09c0-4ed7-8f7d-68fcd359b438\", \"fc85f3c3-a9f8-456d-88d7-36bc2f5e9065\", \"fd2bbde6-df39-48a1-8cae-57f997b54379\", \"313ec913-8700-4aa5-bf82-050ee94bddc3\", \"20c9b719-e477-4844-8db6-4f0cea2f26a3\", \"2caa123c-f4a8-4e54-b995-8226e01b7c3e\", \"975c59e8-3422-46a6-af9a-fe9ea719661e\", \"3101fc5d-7585-49ce-8394-fe7715bff677\", \"cbdcf97b-df7a-4973-8e12-2f0b51db8da0\"], \"total_duration\": 8798.0, \"total_sessions\": 10, \"mean_week_duration\": 40.921}, \"30257\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-06 23:09:31.000000+00:00\", \"2021-06-17 06:18:23.000000+00:00\", \"2020-02-27 10:53:33.000000+00:00\", \"2019-12-17 05:17:39.000000+00:00\", \"2020-03-18 11:49:38.000000+00:00\"], \"session_ids\": [\"55858b17-e175-434a-9da4-0b2e72a7ff58\", \"3a8f901c-e439-4d64-b669-af45f8fd26f2\", \"e34bb67b-fd2f-4198-9f54-b8c215289843\", \"5d22d592-a973-49bf-9d54-2b788c6813fe\", \"5ba75c09-c8a1-45aa-bf46-59df370f117b\"], \"total_duration\": 2506.0, \"total_sessions\": 5, \"mean_week_duration\": 15.28}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-29 13:47:30.000000+00:00\", \"2023-03-22 21:41:17.000000+00:00\", \"2022-12-15 08:45:00.000000+00:00\", \"2020-04-11 22:18:50.000000+00:00\", \"2021-03-23 19:04:03.000000+00:00\"], \"session_ids\": [\"9c9d938c-c94e-4a56-8c6a-5e0fe504f08b\", \"9f8c8aae-1ae0-4fc6-b414-8fa952a864bf\", \"f84f006a-f30c-438d-aefd-c0fe7ceb0829\", \"436ec4cf-2935-4253-aa18-01ff2cd1b13d\", \"54312688-fbe2-4adc-8082-988b2d8d9f79\"], \"total_duration\": 2296.0, \"total_sessions\": 5, \"mean_week_duration\": 14.909}}, {\"14273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-31 20:19:43.000000+00:00\", \"2019-01-12 04:23:45.000000+00:00\", \"2019-05-06 13:14:22.000000+00:00\", \"2022-05-22 11:37:24.000000+00:00\", \"2019-10-26 03:49:55.000000+00:00\"], \"session_ids\": [\"c91b6b07-2d4f-4d7f-bcc5-6d4d750e21f4\", \"08491083-6d59-4cc9-b38f-2fcfebacdcde\", \"64a08636-c142-4b95-908b-15e2978e407a\", \"52dc8414-8e88-46c0-a4d6-7da3ac019129\", \"9d36e6f9-7fab-401a-be32-79a6998a3d04\"], \"total_duration\": 230.0, \"total_sessions\": 5, \"mean_week_duration\": 1.307}}, {\"90702\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-10 07:37:55.000000+00:00\", \"2021-12-05 09:04:00.000000+00:00\", \"2021-11-11 19:26:56.000000+00:00\", \"2023-04-13 14:52:49.000000+00:00\", \"2022-06-28 04:29:48.000000+00:00\"], \"session_ids\": [\"cec9ab9d-d39f-4087-a638-37c98aad3b61\", \"e68d08e2-5e13-421c-bbb7-ea223dc77bd0\", \"1ea94305-6b0a-4de9-9262-0754ab13a2c2\", \"3c051d81-1652-48b0-aeae-5ae38720d0e6\", \"eaa0d9fa-f9ec-4565-853b-e6082c72296b\"], \"total_duration\": 502.0, \"total_sessions\": 5, \"mean_week_duration\": 6.784}}, {\"30257\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-06 23:09:31.000000+00:00\", \"2021-06-17 06:18:23.000000+00:00\", \"2020-02-27 10:53:33.000000+00:00\", \"2019-12-17 05:17:39.000000+00:00\", \"2020-03-18 11:49:38.000000+00:00\"], \"session_ids\": [\"55858b17-e175-434a-9da4-0b2e72a7ff58\", \"3a8f901c-e439-4d64-b669-af45f8fd26f2\", \"e34bb67b-fd2f-4198-9f54-b8c215289843\", \"5d22d592-a973-49bf-9d54-2b788c6813fe\", \"5ba75c09-c8a1-45aa-bf46-59df370f117b\"], \"total_duration\": 2506.0, \"total_sessions\": 5, \"mean_week_duration\": 15.28}}, {\"65303\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-03 03:27:06.000000+00:00\", \"2023-05-20 17:35:55.000000+00:00\", \"2022-06-28 15:19:09.000000+00:00\", \"2021-08-18 06:00:38.000000+00:00\", \"2022-07-31 01:23:37.000000+00:00\", \"2019-04-19 09:42:43.000000+00:00\", \"2021-01-19 08:30:52.000000+00:00\", \"2023-05-30 02:24:32.000000+00:00\", \"2019-09-11 21:40:45.000000+00:00\", \"2023-03-14 13:39:27.000000+00:00\"], \"session_ids\": [\"428ab351-b63b-4ee8-9957-35372a921656\", \"d76bc37b-09c0-4ed7-8f7d-68fcd359b438\", \"fc85f3c3-a9f8-456d-88d7-36bc2f5e9065\", \"fd2bbde6-df39-48a1-8cae-57f997b54379\", \"313ec913-8700-4aa5-bf82-050ee94bddc3\", \"20c9b719-e477-4844-8db6-4f0cea2f26a3\", \"2caa123c-f4a8-4e54-b995-8226e01b7c3e\", \"975c59e8-3422-46a6-af9a-fe9ea719661e\", \"3101fc5d-7585-49ce-8394-fe7715bff677\", \"cbdcf97b-df7a-4973-8e12-2f0b51db8da0\"], \"total_duration\": 8798.0, \"total_sessions\": 10, \"mean_week_duration\": 40.921}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude 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[{\"45974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-29 13:47:30.000000+00:00\", \"2023-03-22 21:41:17.000000+00:00\", \"2022-12-15 08:45:00.000000+00:00\", \"2020-04-11 22:18:50.000000+00:00\", \"2021-03-23 19:04:03.000000+00:00\"], \"session_ids\": [\"9c9d938c-c94e-4a56-8c6a-5e0fe504f08b\", \"9f8c8aae-1ae0-4fc6-b414-8fa952a864bf\", \"f84f006a-f30c-438d-aefd-c0fe7ceb0829\", \"436ec4cf-2935-4253-aa18-01ff2cd1b13d\", \"54312688-fbe2-4adc-8082-988b2d8d9f79\"], \"total_duration\": 2296.0, \"total_sessions\": 5, \"mean_week_duration\": 14.909}}, {\"14273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-31 20:19:43.000000+00:00\", \"2019-01-12 04:23:45.000000+00:00\", \"2019-05-06 13:14:22.000000+00:00\", \"2022-05-22 11:37:24.000000+00:00\", \"2019-10-26 03:49:55.000000+00:00\"], \"session_ids\": [\"c91b6b07-2d4f-4d7f-bcc5-6d4d750e21f4\", \"08491083-6d59-4cc9-b38f-2fcfebacdcde\", \"64a08636-c142-4b95-908b-15e2978e407a\", \"52dc8414-8e88-46c0-a4d6-7da3ac019129\", \"9d36e6f9-7fab-401a-be32-79a6998a3d04\"], \"total_duration\": 230.0, \"total_sessions\": 5, \"mean_week_duration\": 1.307}}]\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[{\"45974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-29 13:47:30.000000+00:00\", \"2023-03-22 21:41:17.000000+00:00\", \"2022-12-15 08:45:00.000000+00:00\", \"2020-04-11 22:18:50.000000+00:00\", \"2021-03-23 19:04:03.000000+00:00\"], \"session_ids\": [\"9c9d938c-c94e-4a56-8c6a-5e0fe504f08b\", \"9f8c8aae-1ae0-4fc6-b414-8fa952a864bf\", \"f84f006a-f30c-438d-aefd-c0fe7ceb0829\", \"436ec4cf-2935-4253-aa18-01ff2cd1b13d\", \"54312688-fbe2-4adc-8082-988b2d8d9f79\"], \"total_duration\": 2296.0, \"total_sessions\": 5, \"mean_week_duration\": 14.909}}, {\"14273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-31 20:19:43.000000+00:00\", \"2019-01-12 04:23:45.000000+00:00\", \"2019-05-06 13:14:22.000000+00:00\", \"2022-05-22 11:37:24.000000+00:00\", \"2019-10-26 03:49:55.000000+00:00\"], \"session_ids\": [\"c91b6b07-2d4f-4d7f-bcc5-6d4d750e21f4\", \"08491083-6d59-4cc9-b38f-2fcfebacdcde\", \"64a08636-c142-4b95-908b-15e2978e407a\", \"52dc8414-8e88-46c0-a4d6-7da3ac019129\", \"9d36e6f9-7fab-401a-be32-79a6998a3d04\"], \"total_duration\": 230.0, \"total_sessions\": 5, \"mean_week_duration\": 1.307}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on users whose time spent on the site is strictly greater than 212 and strictly less than 4809 , moreover apply sorting by duration of sessions per week in asc order and show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15966\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-23 00:07:30.000000+00:00\", \"2022-05-06 16:31:36.000000+00:00\"], \"session_ids\": [\"1ba91529-3a24-47cf-acff-0c7934a214d0\", \"107b48ea-e4df-4a6f-af9b-74e546f36056\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 1.647}, \"72944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-04-19 06:04:44.000000+00:00\", \"2023-02-17 11:14:39.000000+00:00\", \"2019-05-11 13:25:48.000000+00:00\", \"2021-01-18 04:10:45.000000+00:00\"], \"session_ids\": [\"d2aa70c2-89a9-402f-a970-4501890b8c81\", \"5c56676b-f119-46d2-af1c-b5252e8655d9\", \"1c446289-41da-4dc2-a7b2-e14f8beb648c\", \"6f12497e-3361-4466-aa21-1dc38607a592\"], \"total_duration\": 63.0, \"total_sessions\": 4, \"mean_week_duration\": 0.306}, \"54085\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-04 22:44:57.000000+00:00\", \"2019-01-31 05:22:00.000000+00:00\", \"2022-01-08 05:26:07.000000+00:00\", \"2022-06-25 16:59:07.000000+00:00\"], \"session_ids\": [\"19c01867-ce7d-4265-8e25-e8f457c1e109\", \"96e90f6d-334f-4ea1-b430-11428028280a\", \"0b609a01-68ff-4295-85d7-63874457ae57\", \"f339590f-2cb6-4681-906f-54ff12edc5c7\"], \"total_duration\": 1266.0, \"total_sessions\": 4, \"mean_week_duration\": 7.112}, \"57996\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-06 17:47:12.000000+00:00\", \"2019-01-12 02:35:28.000000+00:00\"], \"session_ids\": [\"6bf0b6ff-57a3-4883-b2ef-0d276d9b8e06\", \"5aff9f4c-7b97-4c47-b705-874805c5f130\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}, \"95067\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-10-15 06:00:21.000000+00:00\", \"2023-01-12 23:51:27.000000+00:00\", \"2021-10-23 05:58:24.000000+00:00\", \"2021-09-09 06:37:03.000000+00:00\"], \"session_ids\": [\"b9314e98-0452-4b85-94c6-f30faab93946\", \"eed30674-4ee4-4a99-bde0-5832356f4327\", \"1d8f71bd-07f7-4608-a243-3d5e4c8d59c1\", \"b240b9f7-6b1a-496b-9323-794db7a7c299\"], \"total_duration\": 571.0, \"total_sessions\": 4, \"mean_week_duration\": 8.157}, \"99018\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-25 09:03:31.000000+00:00\", \"2019-01-22 10:16:09.000000+00:00\"], \"session_ids\": [\"802a7cdf-2aed-4203-a66f-e705734c36fc\", \"531d6e94-9069-44e9-a4b0-86e35d9d0e6f\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.926}, \"39705\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-08 20:25:45.000000+00:00\", \"2022-06-30 18:50:00.000000+00:00\", \"2019-12-13 19:08:51.000000+00:00\", \"2020-09-19 02:08:57.000000+00:00\", \"2021-01-12 02:08:16.000000+00:00\", \"2020-09-18 07:56:34.000000+00:00\", \"2021-01-19 21:08:55.000000+00:00\"], \"session_ids\": [\"6049d96e-e6af-46ee-b60a-be32b1d3446c\", \"cefda692-a2b5-4d11-aabd-7953f5db6c90\", \"4a9d3601-50b4-4c37-a495-c5eca6355559\", \"551b5de3-75b2-403c-bdda-4edf45db8968\", \"becd5caf-4359-45e6-8251-a80a14fb5538\", \"43130e48-099b-4069-92c9-53e1404e990c\", \"01716f71-8155-481a-9415-e8b485a2175d\"], \"total_duration\": 494.0, \"total_sessions\": 7, \"mean_week_duration\": 3.714}, \"58253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-06 07:44:17.000000+00:00\", \"2020-12-09 14:16:39.000000+00:00\", \"2023-05-16 17:06:44.000000+00:00\", \"2023-04-13 20:32:59.000000+00:00\", \"2020-10-01 10:17:45.000000+00:00\"], \"session_ids\": [\"b60d6926-813b-4159-b3a2-e1f81c47a9eb\", \"fd60d72c-9c24-4dce-bd0f-c54087bf940a\", \"e1429d87-f68d-450d-8ab0-7b905b1b9cf5\", \"64606984-0f63-4452-b8c1-38dbf67c7594\", \"546faca7-0338-44fd-837d-53919746b541\"], \"total_duration\": 3813.0, \"total_sessions\": 5, \"mean_week_duration\": 17.735}, \"74459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2020-02-26 06:15:01.000000+00:00\", \"2020-09-20 05:25:20.000000+00:00\"], \"session_ids\": [\"7938364b-17d4-4cae-a6fc-5e65226fef22\", \"3b64380f-eac3-4f32-8c7c-d871b377d0c0\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 3.067}, \"89653\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-09 15:00:32.000000+00:00\", \"2019-05-14 17:32:56.000000+00:00\", \"2020-10-27 21:21:22.000000+00:00\", \"2021-06-25 21:31:54.000000+00:00\", \"2023-01-09 01:26:14.000000+00:00\", \"2022-12-04 06:56:17.000000+00:00\"], \"session_ids\": [\"9ae628aa-76cb-4583-8510-54fb1b398501\", \"462a8ab2-d0c5-4bba-b23b-f88eccd7caa4\", \"06114637-1660-4101-8bf1-1127fa9afde2\", \"7f6cd81b-5aca-49cd-a574-10d5e631424f\", \"359d2c7c-89d0-48f3-90d6-4fbb7f96073d\", \"8f6d8b1e-2f87-41f9-880d-55812f8f0e51\"], \"total_duration\": 434.0, \"total_sessions\": 6, \"mean_week_duration\": 2.272}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 212 and are less than 4809"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[212, 4809]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15966\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-23 00:07:30.000000+00:00\", \"2022-05-06 16:31:36.000000+00:00\"], \"session_ids\": [\"1ba91529-3a24-47cf-acff-0c7934a214d0\", \"107b48ea-e4df-4a6f-af9b-74e546f36056\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 1.647}, \"54085\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-04 22:44:57.000000+00:00\", \"2019-01-31 05:22:00.000000+00:00\", \"2022-01-08 05:26:07.000000+00:00\", \"2022-06-25 16:59:07.000000+00:00\"], \"session_ids\": [\"19c01867-ce7d-4265-8e25-e8f457c1e109\", \"96e90f6d-334f-4ea1-b430-11428028280a\", \"0b609a01-68ff-4295-85d7-63874457ae57\", \"f339590f-2cb6-4681-906f-54ff12edc5c7\"], \"total_duration\": 1266.0, \"total_sessions\": 4, \"mean_week_duration\": 7.112}, \"95067\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-10-15 06:00:21.000000+00:00\", \"2023-01-12 23:51:27.000000+00:00\", \"2021-10-23 05:58:24.000000+00:00\", \"2021-09-09 06:37:03.000000+00:00\"], \"session_ids\": [\"b9314e98-0452-4b85-94c6-f30faab93946\", \"eed30674-4ee4-4a99-bde0-5832356f4327\", \"1d8f71bd-07f7-4608-a243-3d5e4c8d59c1\", \"b240b9f7-6b1a-496b-9323-794db7a7c299\"], \"total_duration\": 571.0, \"total_sessions\": 4, \"mean_week_duration\": 8.157}, \"39705\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-08 20:25:45.000000+00:00\", \"2022-06-30 18:50:00.000000+00:00\", \"2019-12-13 19:08:51.000000+00:00\", \"2020-09-19 02:08:57.000000+00:00\", \"2021-01-12 02:08:16.000000+00:00\", \"2020-09-18 07:56:34.000000+00:00\", \"2021-01-19 21:08:55.000000+00:00\"], \"session_ids\": [\"6049d96e-e6af-46ee-b60a-be32b1d3446c\", \"cefda692-a2b5-4d11-aabd-7953f5db6c90\", \"4a9d3601-50b4-4c37-a495-c5eca6355559\", \"551b5de3-75b2-403c-bdda-4edf45db8968\", \"becd5caf-4359-45e6-8251-a80a14fb5538\", \"43130e48-099b-4069-92c9-53e1404e990c\", \"01716f71-8155-481a-9415-e8b485a2175d\"], \"total_duration\": 494.0, \"total_sessions\": 7, \"mean_week_duration\": 3.714}, \"58253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-06 07:44:17.000000+00:00\", \"2020-12-09 14:16:39.000000+00:00\", \"2023-05-16 17:06:44.000000+00:00\", \"2023-04-13 20:32:59.000000+00:00\", \"2020-10-01 10:17:45.000000+00:00\"], \"session_ids\": [\"b60d6926-813b-4159-b3a2-e1f81c47a9eb\", \"fd60d72c-9c24-4dce-bd0f-c54087bf940a\", \"e1429d87-f68d-450d-8ab0-7b905b1b9cf5\", \"64606984-0f63-4452-b8c1-38dbf67c7594\", \"546faca7-0338-44fd-837d-53919746b541\"], \"total_duration\": 3813.0, \"total_sessions\": 5, \"mean_week_duration\": 17.735}, \"89653\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-09 15:00:32.000000+00:00\", \"2019-05-14 17:32:56.000000+00:00\", \"2020-10-27 21:21:22.000000+00:00\", \"2021-06-25 21:31:54.000000+00:00\", \"2023-01-09 01:26:14.000000+00:00\", \"2022-12-04 06:56:17.000000+00:00\"], \"session_ids\": [\"9ae628aa-76cb-4583-8510-54fb1b398501\", \"462a8ab2-d0c5-4bba-b23b-f88eccd7caa4\", \"06114637-1660-4101-8bf1-1127fa9afde2\", \"7f6cd81b-5aca-49cd-a574-10d5e631424f\", \"359d2c7c-89d0-48f3-90d6-4fbb7f96073d\", \"8f6d8b1e-2f87-41f9-880d-55812f8f0e51\"], \"total_duration\": 434.0, \"total_sessions\": 6, \"mean_week_duration\": 2.272}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15966\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-23 00:07:30.000000+00:00\", \"2022-05-06 16:31:36.000000+00:00\"], \"session_ids\": [\"1ba91529-3a24-47cf-acff-0c7934a214d0\", \"107b48ea-e4df-4a6f-af9b-74e546f36056\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 1.647}}, {\"89653\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-09 15:00:32.000000+00:00\", \"2019-05-14 17:32:56.000000+00:00\", \"2020-10-27 21:21:22.000000+00:00\", \"2021-06-25 21:31:54.000000+00:00\", \"2023-01-09 01:26:14.000000+00:00\", \"2022-12-04 06:56:17.000000+00:00\"], \"session_ids\": [\"9ae628aa-76cb-4583-8510-54fb1b398501\", \"462a8ab2-d0c5-4bba-b23b-f88eccd7caa4\", \"06114637-1660-4101-8bf1-1127fa9afde2\", \"7f6cd81b-5aca-49cd-a574-10d5e631424f\", \"359d2c7c-89d0-48f3-90d6-4fbb7f96073d\", \"8f6d8b1e-2f87-41f9-880d-55812f8f0e51\"], \"total_duration\": 434.0, \"total_sessions\": 6, \"mean_week_duration\": 2.272}}, {\"39705\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-08 20:25:45.000000+00:00\", \"2022-06-30 18:50:00.000000+00:00\", \"2019-12-13 19:08:51.000000+00:00\", \"2020-09-19 02:08:57.000000+00:00\", \"2021-01-12 02:08:16.000000+00:00\", \"2020-09-18 07:56:34.000000+00:00\", \"2021-01-19 21:08:55.000000+00:00\"], \"session_ids\": [\"6049d96e-e6af-46ee-b60a-be32b1d3446c\", \"cefda692-a2b5-4d11-aabd-7953f5db6c90\", \"4a9d3601-50b4-4c37-a495-c5eca6355559\", \"551b5de3-75b2-403c-bdda-4edf45db8968\", \"becd5caf-4359-45e6-8251-a80a14fb5538\", \"43130e48-099b-4069-92c9-53e1404e990c\", \"01716f71-8155-481a-9415-e8b485a2175d\"], \"total_duration\": 494.0, \"total_sessions\": 7, \"mean_week_duration\": 3.714}}, {\"54085\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-04 22:44:57.000000+00:00\", \"2019-01-31 05:22:00.000000+00:00\", \"2022-01-08 05:26:07.000000+00:00\", \"2022-06-25 16:59:07.000000+00:00\"], \"session_ids\": [\"19c01867-ce7d-4265-8e25-e8f457c1e109\", \"96e90f6d-334f-4ea1-b430-11428028280a\", \"0b609a01-68ff-4295-85d7-63874457ae57\", \"f339590f-2cb6-4681-906f-54ff12edc5c7\"], \"total_duration\": 1266.0, \"total_sessions\": 4, \"mean_week_duration\": 7.112}}, {\"95067\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-10-15 06:00:21.000000+00:00\", \"2023-01-12 23:51:27.000000+00:00\", \"2021-10-23 05:58:24.000000+00:00\", \"2021-09-09 06:37:03.000000+00:00\"], \"session_ids\": [\"b9314e98-0452-4b85-94c6-f30faab93946\", \"eed30674-4ee4-4a99-bde0-5832356f4327\", \"1d8f71bd-07f7-4608-a243-3d5e4c8d59c1\", \"b240b9f7-6b1a-496b-9323-794db7a7c299\"], \"total_duration\": 571.0, \"total_sessions\": 4, \"mean_week_duration\": 8.157}}, {\"58253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-06 07:44:17.000000+00:00\", \"2020-12-09 14:16:39.000000+00:00\", \"2023-05-16 17:06:44.000000+00:00\", \"2023-04-13 20:32:59.000000+00:00\", \"2020-10-01 10:17:45.000000+00:00\"], \"session_ids\": [\"b60d6926-813b-4159-b3a2-e1f81c47a9eb\", \"fd60d72c-9c24-4dce-bd0f-c54087bf940a\", \"e1429d87-f68d-450d-8ab0-7b905b1b9cf5\", \"64606984-0f63-4452-b8c1-38dbf67c7594\", \"546faca7-0338-44fd-837d-53919746b541\"], \"total_duration\": 3813.0, \"total_sessions\": 5, \"mean_week_duration\": 17.735}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15966\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-23 00:07:30.000000+00:00\", \"2022-05-06 16:31:36.000000+00:00\"], \"session_ids\": [\"1ba91529-3a24-47cf-acff-0c7934a214d0\", \"107b48ea-e4df-4a6f-af9b-74e546f36056\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 1.647}}, {\"89653\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-09 15:00:32.000000+00:00\", \"2019-05-14 17:32:56.000000+00:00\", \"2020-10-27 21:21:22.000000+00:00\", \"2021-06-25 21:31:54.000000+00:00\", \"2023-01-09 01:26:14.000000+00:00\", \"2022-12-04 06:56:17.000000+00:00\"], \"session_ids\": [\"9ae628aa-76cb-4583-8510-54fb1b398501\", \"462a8ab2-d0c5-4bba-b23b-f88eccd7caa4\", \"06114637-1660-4101-8bf1-1127fa9afde2\", \"7f6cd81b-5aca-49cd-a574-10d5e631424f\", \"359d2c7c-89d0-48f3-90d6-4fbb7f96073d\", \"8f6d8b1e-2f87-41f9-880d-55812f8f0e51\"], \"total_duration\": 434.0, \"total_sessions\": 6, \"mean_week_duration\": 2.272}}, {\"39705\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-08 20:25:45.000000+00:00\", \"2022-06-30 18:50:00.000000+00:00\", \"2019-12-13 19:08:51.000000+00:00\", \"2020-09-19 02:08:57.000000+00:00\", \"2021-01-12 02:08:16.000000+00:00\", \"2020-09-18 07:56:34.000000+00:00\", \"2021-01-19 21:08:55.000000+00:00\"], \"session_ids\": [\"6049d96e-e6af-46ee-b60a-be32b1d3446c\", \"cefda692-a2b5-4d11-aabd-7953f5db6c90\", \"4a9d3601-50b4-4c37-a495-c5eca6355559\", \"551b5de3-75b2-403c-bdda-4edf45db8968\", \"becd5caf-4359-45e6-8251-a80a14fb5538\", \"43130e48-099b-4069-92c9-53e1404e990c\", \"01716f71-8155-481a-9415-e8b485a2175d\"], \"total_duration\": 494.0, \"total_sessions\": 7, \"mean_week_duration\": 3.714}}]\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[{\"15966\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-23 00:07:30.000000+00:00\", \"2022-05-06 16:31:36.000000+00:00\"], \"session_ids\": [\"1ba91529-3a24-47cf-acff-0c7934a214d0\", \"107b48ea-e4df-4a6f-af9b-74e546f36056\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 1.647}}, {\"89653\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-09 15:00:32.000000+00:00\", \"2019-05-14 17:32:56.000000+00:00\", \"2020-10-27 21:21:22.000000+00:00\", \"2021-06-25 21:31:54.000000+00:00\", \"2023-01-09 01:26:14.000000+00:00\", \"2022-12-04 06:56:17.000000+00:00\"], \"session_ids\": [\"9ae628aa-76cb-4583-8510-54fb1b398501\", \"462a8ab2-d0c5-4bba-b23b-f88eccd7caa4\", \"06114637-1660-4101-8bf1-1127fa9afde2\", \"7f6cd81b-5aca-49cd-a574-10d5e631424f\", \"359d2c7c-89d0-48f3-90d6-4fbb7f96073d\", \"8f6d8b1e-2f87-41f9-880d-55812f8f0e51\"], \"total_duration\": 434.0, \"total_sessions\": 6, \"mean_week_duration\": 2.272}}, {\"39705\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-08 20:25:45.000000+00:00\", \"2022-06-30 18:50:00.000000+00:00\", \"2019-12-13 19:08:51.000000+00:00\", \"2020-09-19 02:08:57.000000+00:00\", \"2021-01-12 02:08:16.000000+00:00\", \"2020-09-18 07:56:34.000000+00:00\", \"2021-01-19 21:08:55.000000+00:00\"], \"session_ids\": [\"6049d96e-e6af-46ee-b60a-be32b1d3446c\", \"cefda692-a2b5-4d11-aabd-7953f5db6c90\", \"4a9d3601-50b4-4c37-a495-c5eca6355559\", \"551b5de3-75b2-403c-bdda-4edf45db8968\", \"becd5caf-4359-45e6-8251-a80a14fb5538\", \"43130e48-099b-4069-92c9-53e1404e990c\", \"01716f71-8155-481a-9415-e8b485a2175d\"], \"total_duration\": 494.0, \"total_sessions\": 7, \"mean_week_duration\": 3.714}}]\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 6 users who are currently living in city Amsterdam , moreover sort by time spent on the site per week from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2022-03-24 11:34:30.000000+00:00\", \"2021-09-19 22:47:57.000000+00:00\"], \"session_ids\": [\"ee652878-87f5-400c-b685-803ff129a3c5\", \"d12dd475-19d1-4bed-b56e-6cd223ffcbef\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 16.148}, \"52096\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-04 20:02:07.000000+00:00\", \"2020-12-29 02:55:09.000000+00:00\", \"2021-09-21 14:29:23.000000+00:00\"], \"session_ids\": [\"59866edf-692d-40c6-bd91-b18ed5ed672b\", \"7749f415-d61e-41eb-a8de-31a09b4749b4\", \"faf11ed1-bc42-4df4-9f0a-12b7af1ef492\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 1.606}, \"32535\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-08 02:34:15.000000+00:00\", \"2021-07-05 20:47:45.000000+00:00\"], \"session_ids\": [\"1c954b02-8b7d-4d5e-aecb-243b417f57fe\", \"d2c7b9f0-4c4f-4a6e-b6f1-70b5a747b6f7\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 16.75}, \"94007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-13 16:24:35.000000+00:00\", \"2020-02-01 04:28:55.000000+00:00\", \"2019-03-30 05:11:14.000000+00:00\"], \"session_ids\": [\"c27efb48-be56-4829-9de0-1746dc6000cb\", \"b43223f6-1ff7-4323-9d68-a20818c587fe\", \"d047e200-0ebc-480e-b1f1-500d799ca7d5\"], \"total_duration\": 432.0, \"total_sessions\": 3, \"mean_week_duration\": 6.0}, \"58474\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-07-24 07:59:48.000000+00:00\", \"2020-03-18 10:14:36.000000+00:00\"], \"session_ids\": [\"f08dcc9a-3c66-4522-a0ac-47fdb368acd3\", \"114dee59-6a66-40b4-9354-dfeb3b7fdee2\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 7.588}, \"96442\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-26 20:22:33.000000+00:00\", \"2023-06-17 01:33:29.000000+00:00\", \"2022-01-13 00:32:33.000000+00:00\", \"2020-05-05 05:49:37.000000+00:00\"], \"session_ids\": [\"2cb5c361-a6b3-4be7-9fb3-c39d971eb0fe\", \"8add89d2-d208-43a9-baae-12fc87bd4392\", \"c60ae730-33c0-4548-96e9-74c91f99aab5\", \"9cd8aeaf-ddc2-4228-ace7-7f6bffc00b8b\"], \"total_duration\": 960.0, \"total_sessions\": 4, \"mean_week_duration\": 5.89}, \"57013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-14 10:19:05.000000+00:00\", \"2021-12-17 06:16:51.000000+00:00\"], \"session_ids\": [\"06638017-6d31-4987-b8c3-b92717c04541\", \"6a2b0d98-9d49-4f00-ac0b-b6d538df206a\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}, \"35044\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-07 17:40:28.000000+00:00\", \"2020-05-30 09:23:24.000000+00:00\", \"2019-10-05 13:13:05.000000+00:00\"], \"session_ids\": [\"fb7c5b79-32f8-45ff-9061-55b0d3584e08\", \"2583f822-0ec7-44bf-bbd1-1daeafc2594d\", \"32d7cabb-0bf5-41f6-8a35-3f8523c8ba04\"], \"total_duration\": 344.0, \"total_sessions\": 3, \"mean_week_duration\": 2.024}, \"80052\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-03-08 11:27:43.000000+00:00\", \"2023-05-25 21:46:21.000000+00:00\", \"2023-06-28 19:56:43.000000+00:00\", \"2020-06-12 02:08:15.000000+00:00\", \"2022-04-05 08:43:58.000000+00:00\"], \"session_ids\": [\"27426dae-c178-4ed2-b2bc-46db94391a46\", \"eece4d16-ba81-45ef-a4b3-4d4bb46879b8\", \"f14edcee-2f26-4285-8b7b-ec98f9a29c9d\", \"938a2719-5e0b-45a3-8b78-3e4fd439807d\", \"89247d41-8a13-43ea-87c2-4387f38b24d0\"], \"total_duration\": 76.0, \"total_sessions\": 5, \"mean_week_duration\": 0.478}, \"45805\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-03 12:25:54.000000+00:00\", \"2023-03-06 00:53:54.000000+00:00\"], \"session_ids\": [\"0db3515c-bd17-4ec6-92d3-a584e05b5b07\", \"9b936a36-fd24-46d6-acda-73d3569df193\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.227}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is 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{}\n```\n"
}
] |
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