conversations
list |
|---|
[
{
"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{\"31337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-06 18:20:46.000000+00:00\", \"2020-04-08 14:07:24.000000+00:00\"], \"session_ids\": [\"97c59795-a397-46d9-a908-e0f9591fe69c\", \"c283e1af-ed9c-4659-8b97-5372e11d9f36\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 20.538}, \"19015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-11-10 21:18:07.000000+00:00\", \"2019-05-26 00:19:08.000000+00:00\"], \"session_ids\": [\"0fe98c8a-8d67-4c9c-8b9c-86d1ad0d42cd\", \"cfe92e4f-1933-4fd6-8f8f-83993201b1b9\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 3.74}, \"4980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-05 09:30:09.000000+00:00\", \"2019-06-11 04:57:42.000000+00:00\", \"2019-11-05 00:33:50.000000+00:00\"], \"session_ids\": [\"da969c6e-133c-4328-b89c-c667e0cf3263\", \"038291a9-62d9-4d19-a0be-ad71b923b009\", \"c8b2d175-4e80-44ce-9ef7-11acd6feef6f\"], \"total_duration\": 198.0, \"total_sessions\": 3, \"mean_week_duration\": 5.077}, \"45643\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-29 14:53:10.000000+00:00\", \"2021-10-23 07:55:28.000000+00:00\"], \"session_ids\": [\"7a18df54-3fc9-4e4e-9f90-4722f7af86f6\", \"fac0c428-8de0-476b-8608-72ef62fefbb7\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.839}, \"75627\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-26 18:14:41.000000+00:00\", \"2019-06-20 21:48:45.000000+00:00\"], \"session_ids\": [\"4998c73a-671a-420d-9656-2b3653c32e87\", \"67622770-e81c-481f-a5e7-8e7e93f6d58e\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}, \"1623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-09-10 01:55:22.000000+00:00\", \"2019-11-21 18:48:30.000000+00:00\", \"2020-11-17 10:06:54.000000+00:00\"], \"session_ids\": [\"b18f3fdc-8e91-447c-b344-43cd06794983\", \"589f490f-ec14-4e91-9a77-bc98d99d91e8\", \"60fd2dc7-b7b1-4100-b1f2-4c2b10bb5778\"], \"total_duration\": 178.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}, \"49165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-18 17:21:57.000000+00:00\", \"2020-08-21 02:00:51.000000+00:00\", \"2022-08-15 03:32:19.000000+00:00\", \"2022-10-16 16:54:23.000000+00:00\", \"2023-05-22 00:21:25.000000+00:00\", \"2020-10-19 16:33:41.000000+00:00\", \"2021-11-13 12:59:44.000000+00:00\"], \"session_ids\": [\"65acbd20-f66e-475d-81c6-2cb563e43af5\", \"815d5e40-4446-4ecc-b233-79e72a6e3369\", \"081b8dee-3236-4ec4-a29b-1b1fcccee15b\", \"a5a831f6-120d-4994-a9c0-986c6df5402a\", \"3bc2dee8-819a-4d55-ab8f-912e333690a6\", \"70e278b1-2a3a-4f8a-8717-c7a07e7af244\", \"4c0df0ef-7622-43d5-ae3c-7a7e3fa4490e\"], \"total_duration\": 2604.0, \"total_sessions\": 7, \"mean_week_duration\": 18.083}, \"40432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-09 23:55:43.000000+00:00\", \"2022-01-12 01:10:28.000000+00:00\"], \"session_ids\": [\"5fd3efa8-a995-49b5-8661-6fcd630e26dd\", \"a1084637-9911-48d1-944e-8627949b57cf\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}, \"43733\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-09-18 17:59:10.000000+00:00\", \"2020-12-14 11:05:59.000000+00:00\", \"2019-03-26 16:19:10.000000+00:00\"], \"session_ids\": [\"dad03676-b569-405f-8231-1702d7685f4a\", \"b1c76ecf-3c49-4438-80fd-21d10d1206f4\", \"854edcd1-ca98-4ae0-82b4-b8398358fad8\"], \"total_duration\": 893.0, \"total_sessions\": 3, \"mean_week_duration\": 4.907}, \"3383\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-08-28 08:55:28.000000+00:00\", \"2019-09-08 01:48:24.000000+00:00\", \"2022-09-12 13:59:08.000000+00:00\", \"2022-05-15 04:46:57.000000+00:00\"], \"session_ids\": [\"3125e4b2-f721-4641-a3ab-11a1b538965e\", \"fe00b289-2108-4af4-81d8-f96f0e8d0ecc\", \"9a4a491d-3558-4b08-8413-c865c6f386f6\", \"f972b95b-4047-43a5-b2cf-a14ce172755c\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 5.063}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Stockholm, Dubai, Parare, Tokyo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Stockholm\", \"Dubai\", \"Paris\", \"Tokyo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-06 18:20:46.000000+00:00\", \"2020-04-08 14:07:24.000000+00:00\"], \"session_ids\": [\"97c59795-a397-46d9-a908-e0f9591fe69c\", \"c283e1af-ed9c-4659-8b97-5372e11d9f36\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 20.538}, \"19015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-11-10 21:18:07.000000+00:00\", \"2019-05-26 00:19:08.000000+00:00\"], \"session_ids\": [\"0fe98c8a-8d67-4c9c-8b9c-86d1ad0d42cd\", \"cfe92e4f-1933-4fd6-8f8f-83993201b1b9\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 3.74}, \"4980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-05 09:30:09.000000+00:00\", \"2019-06-11 04:57:42.000000+00:00\", \"2019-11-05 00:33:50.000000+00:00\"], \"session_ids\": [\"da969c6e-133c-4328-b89c-c667e0cf3263\", \"038291a9-62d9-4d19-a0be-ad71b923b009\", \"c8b2d175-4e80-44ce-9ef7-11acd6feef6f\"], \"total_duration\": 198.0, \"total_sessions\": 3, \"mean_week_duration\": 5.077}, \"45643\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-29 14:53:10.000000+00:00\", \"2021-10-23 07:55:28.000000+00:00\"], \"session_ids\": [\"7a18df54-3fc9-4e4e-9f90-4722f7af86f6\", \"fac0c428-8de0-476b-8608-72ef62fefbb7\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.839}, \"75627\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-26 18:14:41.000000+00:00\", \"2019-06-20 21:48:45.000000+00:00\"], \"session_ids\": [\"4998c73a-671a-420d-9656-2b3653c32e87\", \"67622770-e81c-481f-a5e7-8e7e93f6d58e\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}, \"1623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-09-10 01:55:22.000000+00:00\", \"2019-11-21 18:48:30.000000+00:00\", \"2020-11-17 10:06:54.000000+00:00\"], \"session_ids\": [\"b18f3fdc-8e91-447c-b344-43cd06794983\", \"589f490f-ec14-4e91-9a77-bc98d99d91e8\", \"60fd2dc7-b7b1-4100-b1f2-4c2b10bb5778\"], \"total_duration\": 178.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}, \"49165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-18 17:21:57.000000+00:00\", \"2020-08-21 02:00:51.000000+00:00\", \"2022-08-15 03:32:19.000000+00:00\", \"2022-10-16 16:54:23.000000+00:00\", \"2023-05-22 00:21:25.000000+00:00\", \"2020-10-19 16:33:41.000000+00:00\", \"2021-11-13 12:59:44.000000+00:00\"], \"session_ids\": [\"65acbd20-f66e-475d-81c6-2cb563e43af5\", \"815d5e40-4446-4ecc-b233-79e72a6e3369\", \"081b8dee-3236-4ec4-a29b-1b1fcccee15b\", \"a5a831f6-120d-4994-a9c0-986c6df5402a\", \"3bc2dee8-819a-4d55-ab8f-912e333690a6\", \"70e278b1-2a3a-4f8a-8717-c7a07e7af244\", \"4c0df0ef-7622-43d5-ae3c-7a7e3fa4490e\"], \"total_duration\": 2604.0, \"total_sessions\": 7, \"mean_week_duration\": 18.083}, \"40432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-09 23:55:43.000000+00:00\", \"2022-01-12 01:10:28.000000+00:00\"], \"session_ids\": [\"5fd3efa8-a995-49b5-8661-6fcd630e26dd\", \"a1084637-9911-48d1-944e-8627949b57cf\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}, \"43733\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-09-18 17:59:10.000000+00:00\", \"2020-12-14 11:05:59.000000+00:00\", \"2019-03-26 16:19:10.000000+00:00\"], \"session_ids\": [\"dad03676-b569-405f-8231-1702d7685f4a\", \"b1c76ecf-3c49-4438-80fd-21d10d1206f4\", \"854edcd1-ca98-4ae0-82b4-b8398358fad8\"], \"total_duration\": 893.0, \"total_sessions\": 3, \"mean_week_duration\": 4.907}, \"3383\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-08-28 08:55:28.000000+00:00\", \"2019-09-08 01:48:24.000000+00:00\", \"2022-09-12 13:59:08.000000+00:00\", \"2022-05-15 04:46:57.000000+00:00\"], \"session_ids\": [\"3125e4b2-f721-4641-a3ab-11a1b538965e\", \"fe00b289-2108-4af4-81d8-f96f0e8d0ecc\", \"9a4a491d-3558-4b08-8413-c865c6f386f6\", \"f972b95b-4047-43a5-b2cf-a14ce172755c\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 5.063}}\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[{\"45643\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-29 14:53:10.000000+00:00\", \"2021-10-23 07:55:28.000000+00:00\"], \"session_ids\": [\"7a18df54-3fc9-4e4e-9f90-4722f7af86f6\", \"fac0c428-8de0-476b-8608-72ef62fefbb7\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.839}}, {\"40432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-09 23:55:43.000000+00:00\", \"2022-01-12 01:10:28.000000+00:00\"], \"session_ids\": [\"5fd3efa8-a995-49b5-8661-6fcd630e26dd\", \"a1084637-9911-48d1-944e-8627949b57cf\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}}, {\"75627\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-26 18:14:41.000000+00:00\", \"2019-06-20 21:48:45.000000+00:00\"], \"session_ids\": [\"4998c73a-671a-420d-9656-2b3653c32e87\", \"67622770-e81c-481f-a5e7-8e7e93f6d58e\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}, {\"1623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-09-10 01:55:22.000000+00:00\", \"2019-11-21 18:48:30.000000+00:00\", \"2020-11-17 10:06:54.000000+00:00\"], \"session_ids\": [\"b18f3fdc-8e91-447c-b344-43cd06794983\", \"589f490f-ec14-4e91-9a77-bc98d99d91e8\", \"60fd2dc7-b7b1-4100-b1f2-4c2b10bb5778\"], \"total_duration\": 178.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}}, {\"4980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-05 09:30:09.000000+00:00\", \"2019-06-11 04:57:42.000000+00:00\", \"2019-11-05 00:33:50.000000+00:00\"], \"session_ids\": [\"da969c6e-133c-4328-b89c-c667e0cf3263\", \"038291a9-62d9-4d19-a0be-ad71b923b009\", \"c8b2d175-4e80-44ce-9ef7-11acd6feef6f\"], \"total_duration\": 198.0, \"total_sessions\": 3, \"mean_week_duration\": 5.077}}, {\"31337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-06 18:20:46.000000+00:00\", \"2020-04-08 14:07:24.000000+00:00\"], \"session_ids\": [\"97c59795-a397-46d9-a908-e0f9591fe69c\", \"c283e1af-ed9c-4659-8b97-5372e11d9f36\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 20.538}}, {\"19015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-11-10 21:18:07.000000+00:00\", \"2019-05-26 00:19:08.000000+00:00\"], \"session_ids\": [\"0fe98c8a-8d67-4c9c-8b9c-86d1ad0d42cd\", \"cfe92e4f-1933-4fd6-8f8f-83993201b1b9\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 3.74}}, {\"3383\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-08-28 08:55:28.000000+00:00\", \"2019-09-08 01:48:24.000000+00:00\", \"2022-09-12 13:59:08.000000+00:00\", \"2022-05-15 04:46:57.000000+00:00\"], \"session_ids\": [\"3125e4b2-f721-4641-a3ab-11a1b538965e\", \"fe00b289-2108-4af4-81d8-f96f0e8d0ecc\", \"9a4a491d-3558-4b08-8413-c865c6f386f6\", \"f972b95b-4047-43a5-b2cf-a14ce172755c\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 5.063}}, {\"43733\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-09-18 17:59:10.000000+00:00\", \"2020-12-14 11:05:59.000000+00:00\", \"2019-03-26 16:19:10.000000+00:00\"], \"session_ids\": [\"dad03676-b569-405f-8231-1702d7685f4a\", \"b1c76ecf-3c49-4438-80fd-21d10d1206f4\", \"854edcd1-ca98-4ae0-82b4-b8398358fad8\"], \"total_duration\": 893.0, \"total_sessions\": 3, \"mean_week_duration\": 4.907}}, {\"49165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-18 17:21:57.000000+00:00\", \"2020-08-21 02:00:51.000000+00:00\", \"2022-08-15 03:32:19.000000+00:00\", \"2022-10-16 16:54:23.000000+00:00\", \"2023-05-22 00:21:25.000000+00:00\", \"2020-10-19 16:33:41.000000+00:00\", \"2021-11-13 12:59:44.000000+00:00\"], \"session_ids\": [\"65acbd20-f66e-475d-81c6-2cb563e43af5\", \"815d5e40-4446-4ecc-b233-79e72a6e3369\", \"081b8dee-3236-4ec4-a29b-1b1fcccee15b\", \"a5a831f6-120d-4994-a9c0-986c6df5402a\", \"3bc2dee8-819a-4d55-ab8f-912e333690a6\", \"70e278b1-2a3a-4f8a-8717-c7a07e7af244\", \"4c0df0ef-7622-43d5-ae3c-7a7e3fa4490e\"], \"total_duration\": 2604.0, \"total_sessions\": 7, \"mean_week_duration\": 18.083}}]\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[{\"45643\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-29 14:53:10.000000+00:00\", \"2021-10-23 07:55:28.000000+00:00\"], \"session_ids\": [\"7a18df54-3fc9-4e4e-9f90-4722f7af86f6\", \"fac0c428-8de0-476b-8608-72ef62fefbb7\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.839}}, {\"40432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-09 23:55:43.000000+00:00\", \"2022-01-12 01:10:28.000000+00:00\"], \"session_ids\": [\"5fd3efa8-a995-49b5-8661-6fcd630e26dd\", \"a1084637-9911-48d1-944e-8627949b57cf\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}}, {\"75627\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-26 18:14:41.000000+00:00\", \"2019-06-20 21:48:45.000000+00:00\"], \"session_ids\": [\"4998c73a-671a-420d-9656-2b3653c32e87\", \"67622770-e81c-481f-a5e7-8e7e93f6d58e\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}, {\"1623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-09-10 01:55:22.000000+00:00\", \"2019-11-21 18:48:30.000000+00:00\", \"2020-11-17 10:06:54.000000+00:00\"], \"session_ids\": [\"b18f3fdc-8e91-447c-b344-43cd06794983\", \"589f490f-ec14-4e91-9a77-bc98d99d91e8\", \"60fd2dc7-b7b1-4100-b1f2-4c2b10bb5778\"], \"total_duration\": 178.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}}]\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[{\"45643\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-29 14:53:10.000000+00:00\", \"2021-10-23 07:55:28.000000+00:00\"], \"session_ids\": [\"7a18df54-3fc9-4e4e-9f90-4722f7af86f6\", \"fac0c428-8de0-476b-8608-72ef62fefbb7\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.839}}, {\"40432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-09 23:55:43.000000+00:00\", \"2022-01-12 01:10:28.000000+00:00\"], \"session_ids\": [\"5fd3efa8-a995-49b5-8661-6fcd630e26dd\", \"a1084637-9911-48d1-944e-8627949b57cf\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}}, {\"75627\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-26 18:14:41.000000+00:00\", \"2019-06-20 21:48:45.000000+00:00\"], \"session_ids\": [\"4998c73a-671a-420d-9656-2b3653c32e87\", \"67622770-e81c-481f-a5e7-8e7e93f6d58e\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}, {\"1623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-09-10 01:55:22.000000+00:00\", \"2019-11-21 18:48:30.000000+00:00\", \"2020-11-17 10:06:54.000000+00:00\"], \"session_ids\": [\"b18f3fdc-8e91-447c-b344-43cd06794983\", \"589f490f-ec14-4e91-9a77-bc98d99d91e8\", \"60fd2dc7-b7b1-4100-b1f2-4c2b10bb5778\"], \"total_duration\": 178.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}}]\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 user who belongs to city San Juan and in addition apply sorting by total_sessions from the largest value to the smallest value as well as remain only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1806\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2023-05-17 20:49:43.000000+00:00\", \"2022-12-30 20:15:10.000000+00:00\", \"2021-03-08 06:31:08.000000+00:00\"], \"session_ids\": [\"d43052ef-121e-4d20-8441-13477eafcd40\", \"dd5533e4-98e3-42a2-8a73-2f53822ca4f6\", \"460ef544-5d1e-4cec-ab8f-c963000a2cd5\"], \"total_duration\": 726.0, \"total_sessions\": 3, \"mean_week_duration\": 6.313}, \"25547\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-24 10:24:02.000000+00:00\", \"2022-11-11 22:39:32.000000+00:00\", \"2019-02-11 05:18:09.000000+00:00\", \"2019-08-18 07:52:47.000000+00:00\", \"2019-08-27 07:50:32.000000+00:00\"], \"session_ids\": [\"d237a49b-a13f-40e3-b0ae-ca2073ed9ff0\", \"ad4f116c-7e1b-42ad-b67e-58392ba0bf29\", \"bfe93475-5bfd-4b30-b19a-fb2dbcbf4c45\", \"62db8d14-b759-4f7d-999e-520029d45501\", \"2b9e8794-1e2d-4fcc-a3f1-8f288e84b384\"], \"total_duration\": 3822.0, \"total_sessions\": 5, \"mean_week_duration\": 19.5}, \"34193\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-21 18:53:47.000000+00:00\", \"2023-03-31 13:17:51.000000+00:00\", \"2020-06-04 09:14:33.000000+00:00\", \"2022-03-14 11:45:01.000000+00:00\", \"2020-04-07 01:03:06.000000+00:00\", \"2020-09-26 20:37:54.000000+00:00\", \"2022-11-25 11:47:11.000000+00:00\", \"2022-10-20 16:38:34.000000+00:00\", \"2022-11-28 16:54:59.000000+00:00\", \"2020-09-25 09:39:45.000000+00:00\", \"2019-05-23 08:46:38.000000+00:00\"], \"session_ids\": [\"69da78c8-3650-49a3-8d55-5691ed93a186\", \"8a1b5643-5e8b-45d8-8557-640d39d9b9ec\", \"248a6af9-1e4a-4410-a503-f4f6e6ad23d0\", \"20daac69-5464-4af5-9185-39c9807feb92\", \"bfbf8503-303b-45d2-8c4d-85009d01c853\", \"b265687a-481e-415a-ba37-b1454e5b99a8\", \"4a9c73d3-6cd5-49ad-b079-746709f68b31\", \"29523fb7-1280-4b83-b6a9-a1fb29a82264\", \"724b1aa0-c84a-43fe-a74a-cfefa6639167\", \"7fb512a5-76af-48c4-8053-64ddb23ac372\", \"b67e83db-b691-43ea-9406-c03c5c5b7a9f\"], \"total_duration\": 56678.0, \"total_sessions\": 11, \"mean_week_duration\": 280.584}, \"59249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-23 02:24:58.000000+00:00\", \"2023-02-16 13:15:42.000000+00:00\"], \"session_ids\": [\"dbd8f4c8-8232-4d3d-91dc-798b18919454\", \"83023d5f-abb6-48ea-a73b-35ab1ff1514a\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 1.016}, \"79362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-04 03:46:49.000000+00:00\", \"2019-11-25 10:00:59.000000+00:00\", \"2022-01-15 19:16:34.000000+00:00\", \"2023-01-12 20:11:33.000000+00:00\", \"2021-08-21 15:33:21.000000+00:00\", \"2020-06-18 11:00:50.000000+00:00\", \"2019-12-20 00:55:32.000000+00:00\", \"2019-10-14 04:40:37.000000+00:00\"], \"session_ids\": [\"b3580a6a-af73-403c-816d-334cf2fb7cd7\", \"412f28d0-673e-4485-aa0d-9f80a7b6266b\", \"20eaf719-b2e1-4e34-98c9-a67129cf9470\", \"c6ae54f8-111d-4166-98c7-416e9540bc87\", \"9d7c0d31-296a-4d6d-a75a-e2cacfc1971b\", \"0bc3fcd0-ddf3-4d96-a7ee-8a6fb5135268\", \"ce9dde48-6d41-45e5-aa89-ab22e62b27b7\", \"4fe396d6-56c0-42bb-a924-a7e0e323d5de\"], \"total_duration\": 6286.0, \"total_sessions\": 8, \"mean_week_duration\": 36.976}, \"63991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-13 01:29:58.000000+00:00\", \"2019-11-15 16:17:05.000000+00:00\"], \"session_ids\": [\"5a41e35b-6692-4cb1-a5f3-cac92b8af667\", \"e7e67703-73b3-49eb-82bc-687ab77b7fb5\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 18.045}, \"63910\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-31 07:35:26.000000+00:00\", \"2023-05-19 01:36:05.000000+00:00\", \"2019-07-21 23:30:57.000000+00:00\", \"2023-05-17 21:09:38.000000+00:00\"], \"session_ids\": [\"468b4b04-ec9e-4e1e-b524-46e90bcf3fdb\", \"a1df2b45-1fd9-4439-8ee5-b06ab7be965a\", \"4b2691eb-a5bd-4a09-9abc-43b255cda7c0\", \"1e68c31c-405b-4ef3-8db0-9720385bbfff\"], \"total_duration\": 1344.0, \"total_sessions\": 4, \"mean_week_duration\": 6.72}, \"11700\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-03-09 01:40:48.000000+00:00\", \"2019-02-18 01:56:18.000000+00:00\", \"2023-06-30 23:44:12.000000+00:00\"], \"session_ids\": [\"75eb169b-bdba-406f-84bd-79025383b156\", \"2a747506-7e53-4dcb-9106-84c646339cb4\", \"287785d8-5b65-47eb-afff-791076239971\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.246}, \"54537\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-10 02:31:44.000000+00:00\", \"2021-07-01 10:12:41.000000+00:00\", \"2019-08-07 16:16:16.000000+00:00\", \"2020-04-12 21:00:28.000000+00:00\", \"2021-11-10 17:39:36.000000+00:00\", \"2019-02-08 21:52:34.000000+00:00\"], \"session_ids\": [\"4874e731-2972-462d-a6ae-860998875d4a\", \"0040611f-4448-4b38-abde-fc1bb5a36dac\", \"206dae7d-1e86-4bd4-8d32-1213cbee445c\", \"85a16645-a223-40be-a752-aba24996e20c\", \"6d5be35c-a93e-4eb4-81d4-b7ec2316b23c\", \"a9609519-444e-4e46-99c4-d1255e9395d9\"], \"total_duration\": 3341.0, \"total_sessions\": 6, \"mean_week_duration\": 20.127}, \"90520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-03 09:29:23.000000+00:00\", \"2023-06-07 10:07:04.000000+00:00\", \"2022-11-19 04:49:31.000000+00:00\"], \"session_ids\": [\"1b6a291d-6ee2-498b-9386-a2b415d9ed13\", \"3ae58876-84ca-4a81-85c1-56d0ff045bb5\", \"be05fa57-5235-4dfc-91fb-b93fc1bc4448\"], \"total_duration\": 188.0, \"total_sessions\": 3, \"mean_week_duration\": 0.917}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is San Juan"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"San Juan\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about user who doesn't live in cities Athens, Bogota, Moscow , moreover do sorting by average of total time spent in the app per week in ascending 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{\"62583\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-29 00:56:28.000000+00:00\", \"2019-11-11 11:09:55.000000+00:00\", \"2022-08-04 08:14:02.000000+00:00\", \"2021-10-18 23:53:04.000000+00:00\", \"2021-03-19 05:59:13.000000+00:00\", \"2019-03-06 21:20:59.000000+00:00\"], \"session_ids\": [\"e93ee72e-0366-4907-9e67-1b619e1a2abe\", \"4ff2f8c0-dfdf-42be-a67d-3219fb66b9da\", \"c2a23feb-45a3-4857-a8ac-d18e79d38a7e\", \"105b97c3-6ff9-4d33-bec3-e9ef27efea8b\", \"de552e12-887e-411b-90af-fda89c0b2d3a\", \"1c842ef4-de82-4175-916a-0b5b928d0d90\"], \"total_duration\": 45.0, \"total_sessions\": 6, \"mean_week_duration\": 0.253}, \"2864\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-11-20 15:13:12.000000+00:00\", \"2019-09-28 18:41:56.000000+00:00\"], \"session_ids\": [\"d3e38d08-6f17-4af2-9de7-6f336ca4831b\", \"97f5a984-8def-4079-b883-6a0a8e6acd47\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}, \"26048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-08-31 22:59:52.000000+00:00\", \"2020-04-22 01:46:59.000000+00:00\"], \"session_ids\": [\"88b51f52-145d-4d57-936c-fc64bb95652d\", \"aebac5ca-09ec-4b6f-af99-f00b36888370\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 20.053}, \"63478\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-02-10 09:38:54.000000+00:00\", \"2020-09-28 11:45:19.000000+00:00\", \"2022-04-28 02:56:39.000000+00:00\"], \"session_ids\": [\"9b0b2165-ae43-4c04-bf40-c5347accbcc8\", \"936406f7-fa3d-4377-81ee-4814e5011f87\", \"fe8139ef-b053-44cc-b846-d40590814ec0\"], \"total_duration\": 759.0, \"total_sessions\": 3, \"mean_week_duration\": 9.145}, \"51423\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-01-15 06:59:13.000000+00:00\", \"2023-01-09 03:30:27.000000+00:00\"], \"session_ids\": [\"4f4abedd-71ec-46c4-8cf2-b56296b3e79a\", \"c6a01f6b-857f-4c1e-8762-e745e5c7d0a7\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 2.212}, \"84083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-02-29 21:28:27.000000+00:00\", \"2023-04-25 06:01:10.000000+00:00\"], \"session_ids\": [\"546230d5-8ca0-409e-8a1b-b9032c483504\", \"34b9a4bd-61a1-4f5b-b363-16a4317e8e10\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}, \"38144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-29 09:45:14.000000+00:00\", \"2021-11-06 21:46:23.000000+00:00\", \"2020-09-01 04:42:50.000000+00:00\", \"2021-01-06 17:31:42.000000+00:00\", \"2021-06-24 00:51:58.000000+00:00\"], \"session_ids\": [\"d5c900c0-31f8-4cb0-9782-db7665cee6b6\", \"eaa4fead-afd3-4924-8b8a-de8b38f64b12\", \"de149636-1787-4033-99c9-249c6c824882\", \"034c5543-236a-418a-b906-90cbdfe00deb\", \"ebd38b40-638b-4b90-8b23-f028a5a24be0\"], \"total_duration\": 3193.0, \"total_sessions\": 5, \"mean_week_duration\": 28.257}, \"92912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-10-13 20:34:32.000000+00:00\", \"2022-03-23 00:45:33.000000+00:00\"], \"session_ids\": [\"a2d84271-24e2-4571-b250-847bee57f797\", \"f83201ba-89f9-4f11-9e12-43f4621c1d9e\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.957}, \"25335\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-20 11:19:00.000000+00:00\", \"2021-08-16 22:32:42.000000+00:00\", \"2023-06-24 07:10:53.000000+00:00\", \"2021-02-21 02:52:58.000000+00:00\", \"2020-02-18 19:11:19.000000+00:00\", \"2021-10-26 02:44:31.000000+00:00\"], \"session_ids\": [\"2118b5b2-046f-46d4-807e-0aedecaf0c83\", \"892f6818-3df7-4714-a441-b960197cf8a3\", \"5e7ad09d-02e9-4ab2-8213-fdef85354fb9\", \"f65e582b-e98a-4636-849c-1b951ee5a502\", \"ba32c111-8199-487d-bb2a-4fbc046f147b\", \"df618103-db05-43b5-82ad-d99fc5d2258f\"], \"total_duration\": 5602.0, \"total_sessions\": 6, \"mean_week_duration\": 25.697}, \"81698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 17:42:06.000000+00:00\", \"2022-07-10 22:43:11.000000+00:00\", \"2022-07-24 01:28:13.000000+00:00\", \"2019-06-18 13:45:07.000000+00:00\"], \"session_ids\": [\"55fb6a26-f3db-4582-a5c0-8d2724178228\", \"6d24b697-0be6-430c-b50c-0c68780dd053\", \"4ae48569-6a62-4cc5-97cd-87fc103cc9b6\", \"49088489-76b8-4970-a7f6-00a3ae365f9f\"], \"total_duration\": 1676.0, \"total_sessions\": 4, \"mean_week_duration\": 10.346}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Athens, Bogota, Moscow"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Athens\", \"Bogota\", \"Moscow\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62583\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-29 00:56:28.000000+00:00\", \"2019-11-11 11:09:55.000000+00:00\", \"2022-08-04 08:14:02.000000+00:00\", \"2021-10-18 23:53:04.000000+00:00\", \"2021-03-19 05:59:13.000000+00:00\", \"2019-03-06 21:20:59.000000+00:00\"], \"session_ids\": [\"e93ee72e-0366-4907-9e67-1b619e1a2abe\", \"4ff2f8c0-dfdf-42be-a67d-3219fb66b9da\", \"c2a23feb-45a3-4857-a8ac-d18e79d38a7e\", \"105b97c3-6ff9-4d33-bec3-e9ef27efea8b\", \"de552e12-887e-411b-90af-fda89c0b2d3a\", \"1c842ef4-de82-4175-916a-0b5b928d0d90\"], \"total_duration\": 45.0, \"total_sessions\": 6, \"mean_week_duration\": 0.253}, \"2864\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-11-20 15:13:12.000000+00:00\", \"2019-09-28 18:41:56.000000+00:00\"], \"session_ids\": [\"d3e38d08-6f17-4af2-9de7-6f336ca4831b\", \"97f5a984-8def-4079-b883-6a0a8e6acd47\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}, \"26048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-08-31 22:59:52.000000+00:00\", \"2020-04-22 01:46:59.000000+00:00\"], \"session_ids\": [\"88b51f52-145d-4d57-936c-fc64bb95652d\", \"aebac5ca-09ec-4b6f-af99-f00b36888370\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 20.053}, \"63478\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-02-10 09:38:54.000000+00:00\", \"2020-09-28 11:45:19.000000+00:00\", \"2022-04-28 02:56:39.000000+00:00\"], \"session_ids\": [\"9b0b2165-ae43-4c04-bf40-c5347accbcc8\", \"936406f7-fa3d-4377-81ee-4814e5011f87\", \"fe8139ef-b053-44cc-b846-d40590814ec0\"], \"total_duration\": 759.0, \"total_sessions\": 3, \"mean_week_duration\": 9.145}, \"51423\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-01-15 06:59:13.000000+00:00\", \"2023-01-09 03:30:27.000000+00:00\"], \"session_ids\": [\"4f4abedd-71ec-46c4-8cf2-b56296b3e79a\", \"c6a01f6b-857f-4c1e-8762-e745e5c7d0a7\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 2.212}, \"84083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-02-29 21:28:27.000000+00:00\", \"2023-04-25 06:01:10.000000+00:00\"], \"session_ids\": [\"546230d5-8ca0-409e-8a1b-b9032c483504\", \"34b9a4bd-61a1-4f5b-b363-16a4317e8e10\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}, \"38144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-29 09:45:14.000000+00:00\", \"2021-11-06 21:46:23.000000+00:00\", \"2020-09-01 04:42:50.000000+00:00\", \"2021-01-06 17:31:42.000000+00:00\", \"2021-06-24 00:51:58.000000+00:00\"], \"session_ids\": [\"d5c900c0-31f8-4cb0-9782-db7665cee6b6\", \"eaa4fead-afd3-4924-8b8a-de8b38f64b12\", \"de149636-1787-4033-99c9-249c6c824882\", \"034c5543-236a-418a-b906-90cbdfe00deb\", \"ebd38b40-638b-4b90-8b23-f028a5a24be0\"], \"total_duration\": 3193.0, \"total_sessions\": 5, \"mean_week_duration\": 28.257}, \"92912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-10-13 20:34:32.000000+00:00\", \"2022-03-23 00:45:33.000000+00:00\"], \"session_ids\": [\"a2d84271-24e2-4571-b250-847bee57f797\", \"f83201ba-89f9-4f11-9e12-43f4621c1d9e\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.957}, \"25335\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-20 11:19:00.000000+00:00\", \"2021-08-16 22:32:42.000000+00:00\", \"2023-06-24 07:10:53.000000+00:00\", \"2021-02-21 02:52:58.000000+00:00\", \"2020-02-18 19:11:19.000000+00:00\", \"2021-10-26 02:44:31.000000+00:00\"], \"session_ids\": [\"2118b5b2-046f-46d4-807e-0aedecaf0c83\", \"892f6818-3df7-4714-a441-b960197cf8a3\", \"5e7ad09d-02e9-4ab2-8213-fdef85354fb9\", \"f65e582b-e98a-4636-849c-1b951ee5a502\", \"ba32c111-8199-487d-bb2a-4fbc046f147b\", \"df618103-db05-43b5-82ad-d99fc5d2258f\"], \"total_duration\": 5602.0, \"total_sessions\": 6, \"mean_week_duration\": 25.697}, \"81698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 17:42:06.000000+00:00\", \"2022-07-10 22:43:11.000000+00:00\", \"2022-07-24 01:28:13.000000+00:00\", \"2019-06-18 13:45:07.000000+00:00\"], \"session_ids\": [\"55fb6a26-f3db-4582-a5c0-8d2724178228\", \"6d24b697-0be6-430c-b50c-0c68780dd053\", \"4ae48569-6a62-4cc5-97cd-87fc103cc9b6\", \"49088489-76b8-4970-a7f6-00a3ae365f9f\"], \"total_duration\": 1676.0, \"total_sessions\": 4, \"mean_week_duration\": 10.346}}\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[{\"2864\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-11-20 15:13:12.000000+00:00\", \"2019-09-28 18:41:56.000000+00:00\"], \"session_ids\": [\"d3e38d08-6f17-4af2-9de7-6f336ca4831b\", \"97f5a984-8def-4079-b883-6a0a8e6acd47\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}}, {\"62583\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-29 00:56:28.000000+00:00\", \"2019-11-11 11:09:55.000000+00:00\", \"2022-08-04 08:14:02.000000+00:00\", \"2021-10-18 23:53:04.000000+00:00\", \"2021-03-19 05:59:13.000000+00:00\", \"2019-03-06 21:20:59.000000+00:00\"], \"session_ids\": [\"e93ee72e-0366-4907-9e67-1b619e1a2abe\", \"4ff2f8c0-dfdf-42be-a67d-3219fb66b9da\", \"c2a23feb-45a3-4857-a8ac-d18e79d38a7e\", \"105b97c3-6ff9-4d33-bec3-e9ef27efea8b\", \"de552e12-887e-411b-90af-fda89c0b2d3a\", \"1c842ef4-de82-4175-916a-0b5b928d0d90\"], \"total_duration\": 45.0, \"total_sessions\": 6, \"mean_week_duration\": 0.253}}, {\"84083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-02-29 21:28:27.000000+00:00\", \"2023-04-25 06:01:10.000000+00:00\"], \"session_ids\": [\"546230d5-8ca0-409e-8a1b-b9032c483504\", \"34b9a4bd-61a1-4f5b-b363-16a4317e8e10\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}}, {\"92912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-10-13 20:34:32.000000+00:00\", \"2022-03-23 00:45:33.000000+00:00\"], \"session_ids\": [\"a2d84271-24e2-4571-b250-847bee57f797\", \"f83201ba-89f9-4f11-9e12-43f4621c1d9e\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.957}}, {\"51423\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-01-15 06:59:13.000000+00:00\", \"2023-01-09 03:30:27.000000+00:00\"], \"session_ids\": [\"4f4abedd-71ec-46c4-8cf2-b56296b3e79a\", \"c6a01f6b-857f-4c1e-8762-e745e5c7d0a7\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 2.212}}, {\"63478\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-02-10 09:38:54.000000+00:00\", \"2020-09-28 11:45:19.000000+00:00\", \"2022-04-28 02:56:39.000000+00:00\"], \"session_ids\": [\"9b0b2165-ae43-4c04-bf40-c5347accbcc8\", \"936406f7-fa3d-4377-81ee-4814e5011f87\", \"fe8139ef-b053-44cc-b846-d40590814ec0\"], \"total_duration\": 759.0, \"total_sessions\": 3, \"mean_week_duration\": 9.145}}, {\"81698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 17:42:06.000000+00:00\", \"2022-07-10 22:43:11.000000+00:00\", \"2022-07-24 01:28:13.000000+00:00\", \"2019-06-18 13:45:07.000000+00:00\"], \"session_ids\": [\"55fb6a26-f3db-4582-a5c0-8d2724178228\", \"6d24b697-0be6-430c-b50c-0c68780dd053\", \"4ae48569-6a62-4cc5-97cd-87fc103cc9b6\", \"49088489-76b8-4970-a7f6-00a3ae365f9f\"], \"total_duration\": 1676.0, \"total_sessions\": 4, \"mean_week_duration\": 10.346}}, {\"26048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-08-31 22:59:52.000000+00:00\", \"2020-04-22 01:46:59.000000+00:00\"], \"session_ids\": [\"88b51f52-145d-4d57-936c-fc64bb95652d\", \"aebac5ca-09ec-4b6f-af99-f00b36888370\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 20.053}}, {\"25335\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-20 11:19:00.000000+00:00\", \"2021-08-16 22:32:42.000000+00:00\", \"2023-06-24 07:10:53.000000+00:00\", \"2021-02-21 02:52:58.000000+00:00\", \"2020-02-18 19:11:19.000000+00:00\", \"2021-10-26 02:44:31.000000+00:00\"], \"session_ids\": [\"2118b5b2-046f-46d4-807e-0aedecaf0c83\", \"892f6818-3df7-4714-a441-b960197cf8a3\", \"5e7ad09d-02e9-4ab2-8213-fdef85354fb9\", \"f65e582b-e98a-4636-849c-1b951ee5a502\", \"ba32c111-8199-487d-bb2a-4fbc046f147b\", \"df618103-db05-43b5-82ad-d99fc5d2258f\"], \"total_duration\": 5602.0, \"total_sessions\": 6, \"mean_week_duration\": 25.697}}, {\"38144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-29 09:45:14.000000+00:00\", \"2021-11-06 21:46:23.000000+00:00\", \"2020-09-01 04:42:50.000000+00:00\", \"2021-01-06 17:31:42.000000+00:00\", \"2021-06-24 00:51:58.000000+00:00\"], \"session_ids\": [\"d5c900c0-31f8-4cb0-9782-db7665cee6b6\", \"eaa4fead-afd3-4924-8b8a-de8b38f64b12\", \"de149636-1787-4033-99c9-249c6c824882\", \"034c5543-236a-418a-b906-90cbdfe00deb\", \"ebd38b40-638b-4b90-8b23-f028a5a24be0\"], \"total_duration\": 3193.0, \"total_sessions\": 5, \"mean_week_duration\": 28.257}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"2864\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-11-20 15:13:12.000000+00:00\", \"2019-09-28 18:41:56.000000+00:00\"], \"session_ids\": [\"d3e38d08-6f17-4af2-9de7-6f336ca4831b\", \"97f5a984-8def-4079-b883-6a0a8e6acd47\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}}]\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[{\"2864\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-11-20 15:13:12.000000+00:00\", \"2019-09-28 18:41:56.000000+00:00\"], \"session_ids\": [\"d3e38d08-6f17-4af2-9de7-6f336ca4831b\", \"97f5a984-8def-4079-b883-6a0a8e6acd47\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about user with a app usage time per week = 20 , carry out sorting by time spent on the site in ascending + show me only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45044\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-03-19 01:22:34.000000+00:00\", \"2022-02-14 14:10:19.000000+00:00\", \"2021-09-07 08:27:21.000000+00:00\"], \"session_ids\": [\"f82513f3-689e-4c61-b157-c42ec1811840\", \"ef725dd2-cb16-464d-90d3-0bf2bb2e4216\", \"d108aafc-9355-49a2-8c90-95e8d727d2a8\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 1.075}, \"24541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-20 10:58:25.000000+00:00\", \"2022-08-22 21:05:09.000000+00:00\"], \"session_ids\": [\"52dbe7eb-45b0-4686-9b63-71d0c6977b5c\", \"11c194f8-0056-4970-bb5d-c6239ab1347f\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 26.2}, \"40477\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-12-15 06:18:55.000000+00:00\", \"2023-03-04 04:27:15.000000+00:00\"], \"session_ids\": [\"bd1494b2-3fa4-4280-90bf-a0198f7774d1\", \"b3f84cf9-ce96-43d4-947a-43b77a6664ea\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.836}, \"93547\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-01 14:16:45.000000+00:00\", \"2019-09-20 03:57:05.000000+00:00\", \"2021-05-18 02:45:41.000000+00:00\", \"2022-08-03 02:58:22.000000+00:00\"], \"session_ids\": [\"786e9e2c-f522-447f-ad10-c490d63414b3\", \"4007fff7-8f4e-4066-bbf2-57448790f230\", \"ced70585-6869-444e-8fcc-daba18019423\", \"925e3ec1-18c7-4d55-973d-e06d20d07a14\"], \"total_duration\": 256.0, \"total_sessions\": 4, \"mean_week_duration\": 1.673}, \"83311\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-26 12:44:13.000000+00:00\", \"2019-02-14 06:36:34.000000+00:00\"], \"session_ids\": [\"0ca483d1-d83d-4ff3-953a-56ad7918da4a\", \"42d2842f-7284-4f98-869b-386dcaa92dd3\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 5.167}, \"87708\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-08 20:02:10.000000+00:00\", \"2019-10-06 19:57:01.000000+00:00\", \"2019-09-29 08:41:07.000000+00:00\"], \"session_ids\": [\"7dd63a98-6c4b-48d9-a704-f94ea9064971\", \"de9da082-f6be-4559-9f1b-6b70aea190c1\", \"8cbad824-ad35-46c8-aa43-98ef43aa32ae\"], \"total_duration\": 413.0, \"total_sessions\": 3, \"mean_week_duration\": 10.073}, \"8138\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-03 10:37:10.000000+00:00\", \"2023-02-21 17:32:30.000000+00:00\"], \"session_ids\": [\"20c43a90-14bd-4edd-bc72-b8d0c67a2f84\", \"c6f78d77-cb97-4d96-8268-0a568833dc35\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 2.1}, \"91876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-02 14:09:38.000000+00:00\", \"2019-02-01 17:52:49.000000+00:00\"], \"session_ids\": [\"28a30d38-0703-4edd-b92a-1fbc1043d191\", \"42405648-5da8-421b-a95f-260e634d4d2e\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 2.344}, \"53482\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-17 02:50:06.000000+00:00\", \"2021-06-01 13:10:28.000000+00:00\", \"2020-01-16 10:50:18.000000+00:00\"], \"session_ids\": [\"015b10cf-663b-4b54-b599-26af3a040a58\", \"d0aceb2f-9704-423c-80ef-3c9ba2817122\", \"22a4122f-378e-4f60-aa54-a9a599c02f10\"], \"total_duration\": 380.0, \"total_sessions\": 3, \"mean_week_duration\": 4.471}, \"51379\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-02-06 06:15:02.000000+00:00\", \"2021-06-24 12:06:12.000000+00:00\", \"2020-09-03 04:49:59.000000+00:00\"], \"session_ids\": [\"1e8e35ac-aed6-4360-9e46-a9493eb2ded8\", \"57a9d1eb-1d02-4e7b-86a3-cd03ce1a93bb\", \"46897f21-9704-40ce-b71e-c8f9e598b391\"], \"total_duration\": 751.0, \"total_sessions\": 3, \"mean_week_duration\": 10.431}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 20"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[20, 42]]}}}\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": "Display to me 2 users pieces of information who have total amount of duration greater than 575 (not including) and less than 3531 plus carry out sorting by town title 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{\"30137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-25 22:28:31.000000+00:00\", \"2020-02-26 12:00:32.000000+00:00\", \"2022-08-03 00:46:29.000000+00:00\", \"2020-10-20 02:50:37.000000+00:00\", \"2020-03-30 08:27:33.000000+00:00\", \"2021-08-15 12:16:01.000000+00:00\", \"2020-11-10 13:25:01.000000+00:00\", \"2021-05-21 16:04:15.000000+00:00\", \"2020-02-11 10:41:58.000000+00:00\", \"2020-05-28 08:36:40.000000+00:00\", \"2022-09-17 07:50:06.000000+00:00\"], \"session_ids\": [\"5b38e4c6-a744-47e1-9033-a99a58303f32\", \"92973597-aedd-4859-acdd-3c90f43a7ab5\", \"41bebe36-16b9-450a-8fb5-7a9871a71836\", \"94cf7d45-d802-41f6-b317-39803dc2d6c5\", \"c60f47ea-6cd5-4c03-bec0-f6c1245eaf1b\", \"434dd649-e6a1-454a-98a6-e3e6c720a7d0\", \"79c7987a-36b9-477a-9890-98ecea55ab94\", \"b2764951-7e83-4390-8fb5-8ae98ca81717\", \"35fb8bf6-ae5e-46ee-8381-bb11263f994b\", \"90e482e0-acf7-441b-8cb2-4ec477f00ad0\", \"186f50d3-51e5-4e02-82d1-f4359df2a661\"], \"total_duration\": 1807.0, \"total_sessions\": 11, \"mean_week_duration\": 13.287}, \"87068\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-22 09:33:35.000000+00:00\", \"2021-06-11 05:47:53.000000+00:00\", \"2019-04-26 09:37:54.000000+00:00\"], \"session_ids\": [\"4138bcb1-66ac-4725-b6e9-27af5c93daa3\", \"8a7d08de-7393-40b3-bf32-de9461650e9f\", \"13ed7605-1498-4fd5-b364-1fa778635824\"], \"total_duration\": 686.0, \"total_sessions\": 3, \"mean_week_duration\": 6.18}, \"27132\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-22 19:08:52.000000+00:00\", \"2021-02-18 12:25:35.000000+00:00\", \"2021-06-25 00:46:44.000000+00:00\", \"2019-06-05 11:19:47.000000+00:00\", \"2019-05-15 01:38:35.000000+00:00\"], \"session_ids\": [\"6ce1bea9-d604-4679-aa2e-9e8b7662ff6c\", \"3d0cf558-3708-4922-a00f-7add4922dd97\", \"586820c0-83e0-4f16-a57b-aff58af2ce79\", \"aec93590-39df-4c8d-9cd1-b34a8bb15855\", \"e6ad7537-6365-473e-a7a0-ec58d40f1c3e\"], \"total_duration\": 792.0, \"total_sessions\": 5, \"mean_week_duration\": 3.845}, \"91163\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-20 04:20:58.000000+00:00\", \"2021-10-22 14:35:50.000000+00:00\"], \"session_ids\": [\"2d6e7edc-c711-4b88-9652-1bd1d025ebdd\", \"21cad78d-b571-48f7-9c7a-93ad97fb101e\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"24503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-05-31 14:46:04.000000+00:00\", \"2019-06-09 02:37:15.000000+00:00\", \"2019-11-05 03:37:00.000000+00:00\"], \"session_ids\": [\"c89cce53-d8ab-4291-b03b-ac06fc66d114\", \"0d51b19a-06bc-4628-817c-730d29e58905\", \"09d69446-5094-4a10-99d0-f4e7a6866ebf\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 0.821}, \"85680\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-09 04:49:49.000000+00:00\", \"2021-05-03 10:10:50.000000+00:00\", \"2023-06-05 10:51:58.000000+00:00\"], \"session_ids\": [\"f9a4f791-3220-46f5-b635-97f2865f91e8\", \"ea14c244-cc55-4968-94e5-cc39b1af73c7\", \"4bd62f3b-8da9-4bff-9672-4eaccafe4754\"], \"total_duration\": 188.0, \"total_sessions\": 3, \"mean_week_duration\": 1.725}, \"20980\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-07 13:17:03.000000+00:00\", \"2023-04-07 18:36:52.000000+00:00\", \"2023-01-03 18:16:00.000000+00:00\", \"2021-01-12 13:05:11.000000+00:00\"], \"session_ids\": [\"79370cd7-8211-4af5-a79f-28e36b47494d\", \"d03644bd-07ce-402d-84f6-95aa8605fe4c\", \"abd046ac-4543-40b6-b957-375760b64420\", \"3f45c8cb-98d7-4405-9487-35a465ccad19\"], \"total_duration\": 1049.0, \"total_sessions\": 4, \"mean_week_duration\": 7.547}, \"14542\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-08-21 22:32:02.000000+00:00\", \"2019-01-26 01:44:50.000000+00:00\"], \"session_ids\": [\"2e4b823d-f434-4de0-81ca-6cddf12174a8\", \"144b2adf-e822-430a-a185-9dbf1ca56917\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 2.329}, \"29259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-05 12:10:01.000000+00:00\", \"2021-12-08 08:40:11.000000+00:00\", \"2019-09-25 09:28:41.000000+00:00\", \"2019-06-28 18:32:28.000000+00:00\", \"2021-02-24 08:38:50.000000+00:00\"], \"session_ids\": [\"e3ae08a3-5a83-4927-a482-5004ebf7cb56\", \"b0616e35-1b73-488c-b816-e46c74b4bc4d\", \"38707668-fcf3-458b-99ee-6efff967a3ee\", \"d5ddc2d8-adc2-47c9-824c-809906c88c08\", \"08d51015-34d2-4c72-b8c3-b4e4fe873414\"], \"total_duration\": 1823.0, \"total_sessions\": 5, \"mean_week_duration\": 13.021}, \"75747\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-02 05:21:25.000000+00:00\", \"2019-07-16 22:07:26.000000+00:00\"], \"session_ids\": [\"1b8909de-5e04-4ea4-ae72-e49b6694a065\", \"dd85eb11-80f4-4119-a039-c4c69e7dc047\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 9.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 575 and are equal or less than 3531"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[575, 3531]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-25 22:28:31.000000+00:00\", \"2020-02-26 12:00:32.000000+00:00\", \"2022-08-03 00:46:29.000000+00:00\", \"2020-10-20 02:50:37.000000+00:00\", \"2020-03-30 08:27:33.000000+00:00\", \"2021-08-15 12:16:01.000000+00:00\", \"2020-11-10 13:25:01.000000+00:00\", \"2021-05-21 16:04:15.000000+00:00\", \"2020-02-11 10:41:58.000000+00:00\", \"2020-05-28 08:36:40.000000+00:00\", \"2022-09-17 07:50:06.000000+00:00\"], \"session_ids\": [\"5b38e4c6-a744-47e1-9033-a99a58303f32\", \"92973597-aedd-4859-acdd-3c90f43a7ab5\", \"41bebe36-16b9-450a-8fb5-7a9871a71836\", \"94cf7d45-d802-41f6-b317-39803dc2d6c5\", \"c60f47ea-6cd5-4c03-bec0-f6c1245eaf1b\", \"434dd649-e6a1-454a-98a6-e3e6c720a7d0\", \"79c7987a-36b9-477a-9890-98ecea55ab94\", \"b2764951-7e83-4390-8fb5-8ae98ca81717\", \"35fb8bf6-ae5e-46ee-8381-bb11263f994b\", \"90e482e0-acf7-441b-8cb2-4ec477f00ad0\", \"186f50d3-51e5-4e02-82d1-f4359df2a661\"], \"total_duration\": 1807.0, \"total_sessions\": 11, \"mean_week_duration\": 13.287}, \"87068\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-22 09:33:35.000000+00:00\", \"2021-06-11 05:47:53.000000+00:00\", \"2019-04-26 09:37:54.000000+00:00\"], \"session_ids\": [\"4138bcb1-66ac-4725-b6e9-27af5c93daa3\", \"8a7d08de-7393-40b3-bf32-de9461650e9f\", \"13ed7605-1498-4fd5-b364-1fa778635824\"], \"total_duration\": 686.0, \"total_sessions\": 3, \"mean_week_duration\": 6.18}, \"27132\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-22 19:08:52.000000+00:00\", \"2021-02-18 12:25:35.000000+00:00\", \"2021-06-25 00:46:44.000000+00:00\", \"2019-06-05 11:19:47.000000+00:00\", \"2019-05-15 01:38:35.000000+00:00\"], \"session_ids\": [\"6ce1bea9-d604-4679-aa2e-9e8b7662ff6c\", \"3d0cf558-3708-4922-a00f-7add4922dd97\", \"586820c0-83e0-4f16-a57b-aff58af2ce79\", \"aec93590-39df-4c8d-9cd1-b34a8bb15855\", \"e6ad7537-6365-473e-a7a0-ec58d40f1c3e\"], \"total_duration\": 792.0, \"total_sessions\": 5, \"mean_week_duration\": 3.845}, \"20980\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-07 13:17:03.000000+00:00\", \"2023-04-07 18:36:52.000000+00:00\", \"2023-01-03 18:16:00.000000+00:00\", \"2021-01-12 13:05:11.000000+00:00\"], \"session_ids\": [\"79370cd7-8211-4af5-a79f-28e36b47494d\", \"d03644bd-07ce-402d-84f6-95aa8605fe4c\", \"abd046ac-4543-40b6-b957-375760b64420\", \"3f45c8cb-98d7-4405-9487-35a465ccad19\"], \"total_duration\": 1049.0, \"total_sessions\": 4, \"mean_week_duration\": 7.547}, \"29259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-05 12:10:01.000000+00:00\", \"2021-12-08 08:40:11.000000+00:00\", \"2019-09-25 09:28:41.000000+00:00\", \"2019-06-28 18:32:28.000000+00:00\", \"2021-02-24 08:38:50.000000+00:00\"], \"session_ids\": [\"e3ae08a3-5a83-4927-a482-5004ebf7cb56\", \"b0616e35-1b73-488c-b816-e46c74b4bc4d\", \"38707668-fcf3-458b-99ee-6efff967a3ee\", \"d5ddc2d8-adc2-47c9-824c-809906c88c08\", \"08d51015-34d2-4c72-b8c3-b4e4fe873414\"], \"total_duration\": 1823.0, \"total_sessions\": 5, \"mean_week_duration\": 13.021}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20980\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-07 13:17:03.000000+00:00\", \"2023-04-07 18:36:52.000000+00:00\", \"2023-01-03 18:16:00.000000+00:00\", \"2021-01-12 13:05:11.000000+00:00\"], \"session_ids\": [\"79370cd7-8211-4af5-a79f-28e36b47494d\", \"d03644bd-07ce-402d-84f6-95aa8605fe4c\", \"abd046ac-4543-40b6-b957-375760b64420\", \"3f45c8cb-98d7-4405-9487-35a465ccad19\"], \"total_duration\": 1049.0, \"total_sessions\": 4, \"mean_week_duration\": 7.547}}, {\"27132\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-22 19:08:52.000000+00:00\", \"2021-02-18 12:25:35.000000+00:00\", \"2021-06-25 00:46:44.000000+00:00\", \"2019-06-05 11:19:47.000000+00:00\", \"2019-05-15 01:38:35.000000+00:00\"], \"session_ids\": [\"6ce1bea9-d604-4679-aa2e-9e8b7662ff6c\", \"3d0cf558-3708-4922-a00f-7add4922dd97\", \"586820c0-83e0-4f16-a57b-aff58af2ce79\", \"aec93590-39df-4c8d-9cd1-b34a8bb15855\", \"e6ad7537-6365-473e-a7a0-ec58d40f1c3e\"], \"total_duration\": 792.0, \"total_sessions\": 5, \"mean_week_duration\": 3.845}}, {\"87068\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-22 09:33:35.000000+00:00\", \"2021-06-11 05:47:53.000000+00:00\", \"2019-04-26 09:37:54.000000+00:00\"], \"session_ids\": [\"4138bcb1-66ac-4725-b6e9-27af5c93daa3\", \"8a7d08de-7393-40b3-bf32-de9461650e9f\", \"13ed7605-1498-4fd5-b364-1fa778635824\"], \"total_duration\": 686.0, \"total_sessions\": 3, \"mean_week_duration\": 6.18}}, {\"30137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-25 22:28:31.000000+00:00\", \"2020-02-26 12:00:32.000000+00:00\", \"2022-08-03 00:46:29.000000+00:00\", \"2020-10-20 02:50:37.000000+00:00\", \"2020-03-30 08:27:33.000000+00:00\", \"2021-08-15 12:16:01.000000+00:00\", \"2020-11-10 13:25:01.000000+00:00\", \"2021-05-21 16:04:15.000000+00:00\", \"2020-02-11 10:41:58.000000+00:00\", \"2020-05-28 08:36:40.000000+00:00\", \"2022-09-17 07:50:06.000000+00:00\"], \"session_ids\": [\"5b38e4c6-a744-47e1-9033-a99a58303f32\", \"92973597-aedd-4859-acdd-3c90f43a7ab5\", \"41bebe36-16b9-450a-8fb5-7a9871a71836\", \"94cf7d45-d802-41f6-b317-39803dc2d6c5\", \"c60f47ea-6cd5-4c03-bec0-f6c1245eaf1b\", \"434dd649-e6a1-454a-98a6-e3e6c720a7d0\", \"79c7987a-36b9-477a-9890-98ecea55ab94\", \"b2764951-7e83-4390-8fb5-8ae98ca81717\", \"35fb8bf6-ae5e-46ee-8381-bb11263f994b\", \"90e482e0-acf7-441b-8cb2-4ec477f00ad0\", \"186f50d3-51e5-4e02-82d1-f4359df2a661\"], \"total_duration\": 1807.0, \"total_sessions\": 11, \"mean_week_duration\": 13.287}}, {\"29259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-05 12:10:01.000000+00:00\", \"2021-12-08 08:40:11.000000+00:00\", \"2019-09-25 09:28:41.000000+00:00\", \"2019-06-28 18:32:28.000000+00:00\", \"2021-02-24 08:38:50.000000+00:00\"], \"session_ids\": [\"e3ae08a3-5a83-4927-a482-5004ebf7cb56\", \"b0616e35-1b73-488c-b816-e46c74b4bc4d\", \"38707668-fcf3-458b-99ee-6efff967a3ee\", \"d5ddc2d8-adc2-47c9-824c-809906c88c08\", \"08d51015-34d2-4c72-b8c3-b4e4fe873414\"], \"total_duration\": 1823.0, \"total_sessions\": 5, \"mean_week_duration\": 13.021}}]\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[{\"20980\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-07 13:17:03.000000+00:00\", \"2023-04-07 18:36:52.000000+00:00\", \"2023-01-03 18:16:00.000000+00:00\", \"2021-01-12 13:05:11.000000+00:00\"], \"session_ids\": [\"79370cd7-8211-4af5-a79f-28e36b47494d\", \"d03644bd-07ce-402d-84f6-95aa8605fe4c\", \"abd046ac-4543-40b6-b957-375760b64420\", \"3f45c8cb-98d7-4405-9487-35a465ccad19\"], \"total_duration\": 1049.0, \"total_sessions\": 4, \"mean_week_duration\": 7.547}}, {\"27132\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-22 19:08:52.000000+00:00\", \"2021-02-18 12:25:35.000000+00:00\", \"2021-06-25 00:46:44.000000+00:00\", \"2019-06-05 11:19:47.000000+00:00\", \"2019-05-15 01:38:35.000000+00:00\"], \"session_ids\": [\"6ce1bea9-d604-4679-aa2e-9e8b7662ff6c\", \"3d0cf558-3708-4922-a00f-7add4922dd97\", \"586820c0-83e0-4f16-a57b-aff58af2ce79\", \"aec93590-39df-4c8d-9cd1-b34a8bb15855\", \"e6ad7537-6365-473e-a7a0-ec58d40f1c3e\"], \"total_duration\": 792.0, \"total_sessions\": 5, \"mean_week_duration\": 3.845}}]\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[{\"20980\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-07 13:17:03.000000+00:00\", \"2023-04-07 18:36:52.000000+00:00\", \"2023-01-03 18:16:00.000000+00:00\", \"2021-01-12 13:05:11.000000+00:00\"], \"session_ids\": [\"79370cd7-8211-4af5-a79f-28e36b47494d\", \"d03644bd-07ce-402d-84f6-95aa8605fe4c\", \"abd046ac-4543-40b6-b957-375760b64420\", \"3f45c8cb-98d7-4405-9487-35a465ccad19\"], \"total_duration\": 1049.0, \"total_sessions\": 4, \"mean_week_duration\": 7.547}}, {\"27132\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-22 19:08:52.000000+00:00\", \"2021-02-18 12:25:35.000000+00:00\", \"2021-06-25 00:46:44.000000+00:00\", \"2019-06-05 11:19:47.000000+00:00\", \"2019-05-15 01:38:35.000000+00:00\"], \"session_ids\": [\"6ce1bea9-d604-4679-aa2e-9e8b7662ff6c\", \"3d0cf558-3708-4922-a00f-7add4922dd97\", \"586820c0-83e0-4f16-a57b-aff58af2ce79\", \"aec93590-39df-4c8d-9cd1-b34a8bb15855\", \"e6ad7537-6365-473e-a7a0-ec58d40f1c3e\"], \"total_duration\": 792.0, \"total_sessions\": 5, \"mean_week_duration\": 3.845}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 7 users with a time in app per week that is above 12 and below 39 plus apply sorting by sum of duration 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{\"65019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-08-05 09:10:04.000000+00:00\", \"2023-03-22 19:39:36.000000+00:00\"], \"session_ids\": [\"4e9ca8eb-7907-4aa7-9ca7-633f0c19b4b0\", \"a3804db3-8bbd-487f-b633-8790c6eea1b0\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 4.758}, \"69663\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-24 15:26:18.000000+00:00\", \"2020-07-28 03:52:36.000000+00:00\", \"2022-10-04 07:43:06.000000+00:00\", \"2020-06-20 10:41:01.000000+00:00\"], \"session_ids\": [\"68941c88-a091-4dd0-b8a2-3dcd7d64ac4b\", \"7797b710-76c3-4e19-a374-f0ad33601dc0\", \"6926778b-3e0f-43fa-95ad-03286f814f57\", \"5b379ebf-1227-44c3-85e2-8a084ee72f21\"], \"total_duration\": 53.0, \"total_sessions\": 4, \"mean_week_duration\": 0.31}, \"61180\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-25 23:52:26.000000+00:00\", \"2019-06-30 06:44:58.000000+00:00\", \"2022-03-30 12:03:59.000000+00:00\", \"2022-08-17 17:32:47.000000+00:00\", \"2020-11-14 10:12:07.000000+00:00\", \"2023-03-25 15:17:48.000000+00:00\", \"2021-09-16 15:37:14.000000+00:00\", \"2020-06-19 05:16:44.000000+00:00\", \"2021-11-15 12:55:38.000000+00:00\"], \"session_ids\": [\"3fda8efe-eaad-4bb9-98a5-783d02687b0a\", \"a54d1ec5-865b-4881-956f-867f8952de14\", \"5df9ac0c-1dea-4e0b-a089-60101b49340d\", \"2cf432bf-c888-4000-8725-39d4df7f308c\", \"73cc5e4f-1e23-4514-a366-97d09a3af21e\", \"37b2bd30-0ced-4fbb-8ad4-ddc52722bda6\", \"a219a0a2-8c6b-43ea-831a-c044e6191e4a\", \"26a6305e-af10-4bb0-b93e-c10d89ed6602\", \"47093fd5-cf02-4505-a2b0-219b4ffc46de\"], \"total_duration\": 323.0, \"total_sessions\": 9, \"mean_week_duration\": 1.656}, \"42948\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-11-01 20:40:44.000000+00:00\", \"2022-10-18 22:20:23.000000+00:00\", \"2022-03-17 01:02:58.000000+00:00\", \"2022-03-22 14:38:08.000000+00:00\", \"2021-09-22 20:01:41.000000+00:00\", \"2021-05-08 02:52:48.000000+00:00\", \"2021-08-09 12:44:30.000000+00:00\", \"2019-03-04 16:38:46.000000+00:00\", \"2023-06-03 13:13:28.000000+00:00\", \"2022-11-17 09:35:15.000000+00:00\", \"2019-03-15 13:45:03.000000+00:00\"], \"session_ids\": [\"7ebf109f-d815-4f91-b95a-36be4633c0ba\", \"42b03303-2802-4045-b7a7-de62d42330b6\", \"97291021-bd4d-40a0-9eb5-8da37a1341d8\", \"6b3643b8-77b6-4394-8653-b2df58ccd3e7\", \"cb702387-0360-4a75-acea-586362e80b9a\", \"0cc44363-16dd-4bfd-936f-ff9cf76f6724\", \"b702af04-a529-4b28-aff5-2aa2da1a1a3e\", \"05c7c934-4277-4e3c-9d60-9e459b9fdd95\", \"b42a2722-9cdc-4ddb-9801-7d123b2e3356\", \"141cb92d-7b16-42a8-851d-43cea6e25c37\", \"a454ef99-c3a8-4ebd-8124-38e0b40e6b85\"], \"total_duration\": 19594.0, \"total_sessions\": 11, \"mean_week_duration\": 88.261}, \"15569\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-05 19:42:37.000000+00:00\", \"2021-12-25 00:28:57.000000+00:00\", \"2022-10-15 16:51:38.000000+00:00\"], \"session_ids\": [\"70a29f7b-fb79-4166-9b38-a24fc38fea4a\", \"ea9164fc-ec21-4321-9f9a-fcc4c9476dbd\", \"2bbdad96-0456-4760-953c-237cb4b22c17\"], \"total_duration\": 283.0, \"total_sessions\": 3, \"mean_week_duration\": 2.144}, \"28710\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-06 03:20:23.000000+00:00\", \"2023-01-06 23:34:37.000000+00:00\", \"2023-05-09 22:08:01.000000+00:00\", \"2021-03-04 09:40:24.000000+00:00\", \"2019-08-27 08:02:36.000000+00:00\", \"2022-02-27 21:52:34.000000+00:00\"], \"session_ids\": [\"6af20567-4b17-48ea-b500-f7c07d0c4ab9\", \"9de51fff-89a9-42f6-99c0-3c9a58e0667a\", \"1eb47801-ee3d-4cdf-9051-e9d6c9b7344e\", \"d24fad55-9183-4653-b339-aad4165015e5\", \"ca491420-2c9b-4300-b26d-f7297658bc58\", \"39782f57-a30e-4205-b03d-1a284594da0d\"], \"total_duration\": 291.0, \"total_sessions\": 6, \"mean_week_duration\": 1.508}, \"60651\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-09-10 00:54:39.000000+00:00\", \"2023-05-17 05:00:28.000000+00:00\", \"2021-12-20 20:40:45.000000+00:00\"], \"session_ids\": [\"6106e056-2e54-4c3e-ba79-22602e73ce0e\", \"e4533394-efde-489e-aafb-62a24879074e\", \"377b1f3c-31f8-42db-901e-f428065ff181\"], \"total_duration\": 114.0, \"total_sessions\": 3, \"mean_week_duration\": 0.591}, \"31721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-12-10 16:06:43.000000+00:00\", \"2023-02-24 20:49:06.000000+00:00\"], \"session_ids\": [\"2ad5f2fb-a225-41ed-bb09-f56381ccb895\", \"71f5b6a8-38d7-40ca-b1fa-a7416e5d66c5\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.54}, \"62188\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-03-02 22:39:48.000000+00:00\", \"2019-01-17 07:26:23.000000+00:00\", \"2023-04-05 22:26:02.000000+00:00\", \"2022-11-07 16:03:38.000000+00:00\", \"2023-06-17 05:07:00.000000+00:00\"], \"session_ids\": [\"9d000af0-fbdf-48c4-a09c-06abd6e4d2ea\", \"d4bf8ba9-e115-442b-8fa8-6cba0ad408fc\", \"2b188311-db9a-4baf-acbd-fa20b26b619f\", \"4da313a1-7cf9-4666-97af-23f4e18fa423\", \"b9960615-7b5b-4d35-8917-c1f9ea4d3a02\"], \"total_duration\": 822.0, \"total_sessions\": 5, \"mean_week_duration\": 3.558}, \"24491\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-05-01 03:50:42.000000+00:00\", \"2023-02-20 21:15:17.000000+00:00\"], \"session_ids\": [\"55179c4e-8fd3-46dc-bd2c-20f86e3fa7a9\", \"15188237-91d3-4d7b-ab31-cd7175a16b4a\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 0.804}}\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 12 and are equal or less than 39"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 39]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users I can find living in cities Tegucigalpa, Kingston, Beijing, Caracas, Reykjavik, Seoul and perform sorting by town title form the lowest value to the highest 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{\"6603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-01 22:28:31.000000+00:00\", \"2020-06-10 15:54:40.000000+00:00\", \"2020-06-10 03:23:01.000000+00:00\"], \"session_ids\": [\"82f9f0bf-a274-4c44-b145-0ad1f3d03ffc\", \"f128a0bf-05f7-4d04-8b47-07702038853d\", \"b940e24f-61c8-4d00-bceb-b108a4d347a6\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.538}, \"66117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-04 23:26:29.000000+00:00\", \"2019-09-09 07:55:36.000000+00:00\", \"2021-10-21 16:56:29.000000+00:00\", \"2023-01-15 15:25:05.000000+00:00\"], \"session_ids\": [\"f69850e7-9bd3-4c80-99af-b1aebbd50841\", \"46c120fc-7184-4717-96af-b07c2ce25803\", \"c423965e-ebc5-407d-b7be-c5568ab51644\", \"34b3b970-a124-4a6f-9d9c-10b4be0dde22\"], \"total_duration\": 2027.0, \"total_sessions\": 4, \"mean_week_duration\": 11.583}, \"90161\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2021-04-12 14:18:41.000000+00:00\", \"2020-12-03 22:10:45.000000+00:00\", \"2019-09-29 22:04:09.000000+00:00\", \"2019-04-15 11:24:27.000000+00:00\", \"2019-11-12 11:02:31.000000+00:00\", \"2022-02-19 18:23:09.000000+00:00\", \"2021-05-20 08:48:28.000000+00:00\", \"2021-10-25 07:04:09.000000+00:00\"], \"session_ids\": [\"daff2191-df03-4eae-8594-795406214612\", \"906ca0cf-8cfb-4d57-9bda-dfbb1807a306\", \"39f7d579-6aa4-4c8f-8ebd-c9342e546b25\", \"165a0d1c-4bb8-4a12-8838-8e0d591c11b8\", \"039dba5d-db72-4a31-9620-4f19d0c88d89\", \"833f2316-20b0-42a6-a72e-dc5738c66f9d\", \"1a387817-a4d6-4150-8c7a-570e7c38f854\", \"4cc9b3aa-e348-419e-bafb-e9d5427571b6\"], \"total_duration\": 11735.0, \"total_sessions\": 8, \"mean_week_duration\": 78.758}, \"47707\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-08-15 21:18:53.000000+00:00\", \"2021-02-08 10:17:14.000000+00:00\"], \"session_ids\": [\"09ffb534-350f-49ed-adc8-d6feeab5c416\", \"50d9a9e1-7642-46be-9c5b-bbd97855a863\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 3.937}, \"22651\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-03 10:50:36.000000+00:00\", \"2021-03-03 02:09:17.000000+00:00\", \"2021-09-16 18:22:26.000000+00:00\", \"2019-08-29 15:52:30.000000+00:00\", \"2021-08-20 23:10:07.000000+00:00\", \"2020-01-28 11:48:50.000000+00:00\", \"2023-05-16 23:15:42.000000+00:00\", \"2019-05-15 16:12:52.000000+00:00\", \"2020-09-22 16:16:58.000000+00:00\"], \"session_ids\": [\"7d9b6bf0-7766-4567-9888-5ab28d89b328\", \"c6e4de7c-036c-4ce1-b8fa-f5a6c93d96ac\", \"c9544fe8-968f-4f78-9c04-c027690aaf29\", \"883dd05f-95b9-44b4-974e-a04a8312d122\", \"54202973-eb5f-454c-bcb6-94b93ff59d05\", \"eec6aa25-3855-46cc-a191-38410274e413\", \"6c9a5b88-447d-46c5-aeb7-ffbf8c231962\", \"060931a5-0906-446a-acd9-e6010b035730\", \"2a432fec-8006-4acf-972f-436d4fe709c3\"], \"total_duration\": 195.0, \"total_sessions\": 9, \"mean_week_duration\": 0.933}, \"81351\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-07-06 07:49:35.000000+00:00\", \"2021-01-11 18:12:47.000000+00:00\"], \"session_ids\": [\"c7e6ea5b-5bf0-4826-b0a9-2cbd325272ad\", \"3a49efa5-6b5d-4a18-96f7-be813a4864bb\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.4}, \"98140\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-10 13:20:51.000000+00:00\", \"2019-02-22 07:25:57.000000+00:00\"], \"session_ids\": [\"df9914bd-c936-4520-a9fd-b268837cb90f\", \"58996bc0-8489-4dff-8cca-51b88fb3333c\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.863}, \"18250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-03-03 03:52:11.000000+00:00\", \"2021-10-12 19:49:48.000000+00:00\"], \"session_ids\": [\"b0c5381d-f012-404b-8170-97a0503f4e31\", \"591369ed-467d-4459-9560-9132c3bee3c7\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.715}, \"37391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-07 21:16:18.000000+00:00\", \"2023-03-03 23:21:43.000000+00:00\", \"2023-06-12 19:08:03.000000+00:00\"], \"session_ids\": [\"86acac71-fad8-45ca-9b3e-6600331ad6ec\", \"8ca3642e-9523-48cb-aaff-df23ffcabe80\", \"2ca73d7a-d28b-4555-8721-308738bb5f8c\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.265}, \"95678\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-02 05:36:23.000000+00:00\", \"2021-08-07 03:51:50.000000+00:00\", \"2021-10-20 04:26:45.000000+00:00\", \"2019-09-15 07:07:44.000000+00:00\", \"2022-01-05 10:42:54.000000+00:00\", \"2019-03-01 20:15:01.000000+00:00\", \"2021-01-28 05:10:11.000000+00:00\"], \"session_ids\": [\"4a04f7a4-8d39-4431-b532-a9d3ddcb4735\", \"b73cb3ff-c8d0-4744-a2ac-fc7091ece410\", \"d0848599-d885-4d14-80e3-98650e646cd2\", \"bbdd48f8-7c84-41bd-8bc1-112cca9f8e24\", \"0fb7cfe0-b4dd-40a2-8810-e20225430f8f\", \"31b6f5ac-4e59-458d-a7bf-364aa9a16098\", \"40718cec-5c76-4e09-9c85-4c2ad4bf4638\"], \"total_duration\": 2765.0, \"total_sessions\": 7, \"mean_week_duration\": 12.455}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Tegucigalpa, Kingston, Beijing, Caracas, Reykjavik, Seoul"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Tegucigalpa\", \"Kingston\", \"Beijing\", \"Caracas\", \"Reykjavik\", \"Seoul\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-01 22:28:31.000000+00:00\", \"2020-06-10 15:54:40.000000+00:00\", \"2020-06-10 03:23:01.000000+00:00\"], \"session_ids\": [\"82f9f0bf-a274-4c44-b145-0ad1f3d03ffc\", \"f128a0bf-05f7-4d04-8b47-07702038853d\", \"b940e24f-61c8-4d00-bceb-b108a4d347a6\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.538}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"6603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-01 22:28:31.000000+00:00\", \"2020-06-10 15:54:40.000000+00:00\", \"2020-06-10 03:23:01.000000+00:00\"], \"session_ids\": [\"82f9f0bf-a274-4c44-b145-0ad1f3d03ffc\", \"f128a0bf-05f7-4d04-8b47-07702038853d\", \"b940e24f-61c8-4d00-bceb-b108a4d347a6\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.538}}]\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[{\"6603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-01 22:28:31.000000+00:00\", \"2020-06-10 15:54:40.000000+00:00\", \"2020-06-10 03:23:01.000000+00:00\"], \"session_ids\": [\"82f9f0bf-a274-4c44-b145-0ad1f3d03ffc\", \"f128a0bf-05f7-4d04-8b47-07702038853d\", \"b940e24f-61c8-4d00-bceb-b108a4d347a6\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.538}}]\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 total duration is greater than 1634 inclusively and implement sorting by overall sessions count in ascending 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{\"98894\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-07-21 16:15:01.000000+00:00\", \"2020-07-14 07:32:37.000000+00:00\", \"2021-03-29 01:17:43.000000+00:00\", \"2019-10-25 12:18:34.000000+00:00\", \"2022-08-11 14:22:15.000000+00:00\"], \"session_ids\": [\"8338641f-f370-47cf-8d54-f76707a73255\", \"1895e886-1129-4499-848d-d7a962cf1c58\", \"5a9ca424-d0ed-47c1-a5df-abf80198ff90\", \"01418fd2-82aa-4e0c-a4a6-e743fa134376\", \"89d4ab55-166c-4787-8d04-7c8a12fadcf1\"], \"total_duration\": 904.0, \"total_sessions\": 5, \"mean_week_duration\": 6.192}, \"30254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-02-22 18:00:19.000000+00:00\", \"2022-08-19 00:15:43.000000+00:00\", \"2021-11-14 02:26:51.000000+00:00\"], \"session_ids\": [\"49fecf05-648b-4548-b169-37e73a1b67ab\", \"74d47f3c-7c26-4fff-bf6b-c608d094f458\", \"eae54373-c17b-430f-8b86-8b6fc112dba3\"], \"total_duration\": 360.0, \"total_sessions\": 3, \"mean_week_duration\": 5.373}, \"66878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-15 05:00:51.000000+00:00\", \"2020-05-17 19:16:02.000000+00:00\", \"2021-06-23 11:24:12.000000+00:00\", \"2019-05-06 23:54:12.000000+00:00\"], \"session_ids\": [\"81a464c7-47f8-4c67-8583-8b1cfd5b98b4\", \"b88e9329-f371-4d02-9528-27dd7102cd9c\", \"f81cdf81-81ae-44cf-a811-d6ee7e758d07\", \"6652c418-9194-467b-9516-232d226cbff4\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.304}, \"86989\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-12-30 14:07:46.000000+00:00\", \"2020-11-22 20:11:24.000000+00:00\"], \"session_ids\": [\"37ffb58e-aceb-4b66-b4b6-ba42c28a2b24\", \"683ca324-4829-43b9-8ca7-b864b3468fc9\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.879}, \"37134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-09-26 18:41:31.000000+00:00\", \"2020-07-16 20:33:02.000000+00:00\", \"2023-03-22 22:36:42.000000+00:00\", \"2021-10-04 14:49:51.000000+00:00\", \"2020-09-06 07:26:20.000000+00:00\"], \"session_ids\": [\"1691b8a1-a2a4-454a-b010-3de3bed684cf\", \"150dd9a6-4c17-45a9-85f8-f6b372921e4f\", \"1fc3ea7a-3205-4716-8850-ec8e1dff2f6f\", \"78ee5c6d-4d8a-4b8e-aa79-aaf445dae30c\", \"8ee6e3c9-1e31-4785-a29f-9adaea18b2f3\"], \"total_duration\": 44.0, \"total_sessions\": 5, \"mean_week_duration\": 0.314}, \"33343\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-22 17:06:28.000000+00:00\", \"2020-11-28 09:57:06.000000+00:00\", \"2022-08-09 04:44:13.000000+00:00\", \"2022-06-16 10:15:04.000000+00:00\"], \"session_ids\": [\"86078f3f-a100-46e5-acf9-26b3a4e61a95\", \"b909710d-30d6-49e7-8ab1-59347c270b73\", \"284676bb-4f1b-484b-bfb6-220e50a99527\", \"801999ee-6c48-4a50-b883-a5367758794b\"], \"total_duration\": 1263.0, \"total_sessions\": 4, \"mean_week_duration\": 10.795}, \"42765\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-06 14:37:50.000000+00:00\", \"2022-11-17 07:57:34.000000+00:00\", \"2021-02-16 17:15:03.000000+00:00\"], \"session_ids\": [\"64d41fca-55cb-45b4-8c27-770e224e8aea\", \"c71353e7-a905-4fca-aad6-ac35e1913e10\", \"621ca7ba-b2a0-49f6-80c3-d2d3289be694\"], \"total_duration\": 114.0, \"total_sessions\": 3, \"mean_week_duration\": 0.991}, \"57914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-03-24 11:30:12.000000+00:00\", \"2020-06-18 05:30:35.000000+00:00\"], \"session_ids\": [\"5810c4ec-c242-4c6d-ab7f-3c036ffabcd5\", \"c1bfe2ae-fc1f-422c-8a7d-f796ee3402fd\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 7.077}, \"46008\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-23 17:42:44.000000+00:00\", \"2023-06-23 08:01:37.000000+00:00\", \"2020-10-18 01:31:00.000000+00:00\", \"2019-07-08 08:59:53.000000+00:00\", \"2021-05-07 00:12:33.000000+00:00\", \"2021-07-26 03:26:25.000000+00:00\", \"2022-08-08 14:59:18.000000+00:00\"], \"session_ids\": [\"8f5e0168-7d95-4204-8843-325de2dcd4f4\", \"01bd297e-2b15-4126-85f3-b12125bcc198\", \"0f2f3bbd-98e8-4722-936f-428bfe2cb4b5\", \"f821911f-4fce-4947-9c52-a0b828322172\", \"7a5fe75f-815b-495e-93f8-597b72c40db8\", \"49d44be6-3984-4f92-b9bf-a59e980c38cb\", \"21fffe4f-3652-482c-91bd-c945b43aa912\"], \"total_duration\": 807.0, \"total_sessions\": 7, \"mean_week_duration\": 3.899}, \"38028\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-24 04:38:15.000000+00:00\", \"2022-10-18 01:19:55.000000+00:00\"], \"session_ids\": [\"9a0176a0-b5c1-4eb3-92ad-62d98c593c47\", \"5a3c0c06-2188-44b9-92ab-ba6918ab8e61\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 2.3}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 1634"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1634, 3815]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about user who has total sessions strictly bigger than 2 and strictly smaller than 7 , and carry out sorting by town_name in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21906\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-06-16 11:22:57.000000+00:00\", \"2021-02-02 21:17:34.000000+00:00\", \"2023-01-07 11:37:00.000000+00:00\"], \"session_ids\": [\"9d289534-b724-4909-a6e9-e741d76c390a\", \"3ad9af9a-d3f7-4b13-8719-27b08ce4b019\", \"81233060-fac4-43b2-a45e-623f075e197a\"], \"total_duration\": 107.0, \"total_sessions\": 3, \"mean_week_duration\": 0.575}, \"44510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-09-11 23:18:21.000000+00:00\", \"2020-07-10 12:26:50.000000+00:00\"], \"session_ids\": [\"7bb6c488-e687-4940-b3db-8166df8931b6\", \"07a098c3-c05a-4e26-8f75-7c2bb03a0b8e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.403}, \"82445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-24 01:42:48.000000+00:00\", \"2019-03-20 03:45:14.000000+00:00\", \"2020-10-30 21:40:28.000000+00:00\"], \"session_ids\": [\"28dc4e3e-c491-47fe-b7e9-680c1907cc12\", \"28a23f2d-8642-4e7d-ae79-99146df39123\", \"7c5c09ce-eaf1-4f91-8b69-b4805066171a\"], \"total_duration\": 316.0, \"total_sessions\": 3, \"mean_week_duration\": 2.065}, \"81079\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-26 07:44:40.000000+00:00\", \"2019-02-03 22:59:24.000000+00:00\"], \"session_ids\": [\"fd112759-8f5a-4f68-9fe6-e17b4f16dbd6\", \"c9ff971c-6a1d-4b1e-9a9a-672015d7b513\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.231}, \"66964\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-01-17 15:14:41.000000+00:00\", \"2021-09-12 06:23:54.000000+00:00\"], \"session_ids\": [\"8ac95270-fb78-4a82-894e-893077fc9f51\", \"e0252741-8a47-4e42-95e0-f7519828c0f4\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 2.604}, \"8063\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-06-12 01:54:27.000000+00:00\", \"2022-11-22 19:52:49.000000+00:00\"], \"session_ids\": [\"8d1db6d1-6da2-4001-be47-6e1839e70d49\", \"ac1dfc58-6ff4-43b3-93e3-6822435cee8b\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.211}, \"97016\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-06-22 10:28:34.000000+00:00\", \"2019-10-29 19:52:10.000000+00:00\", \"2019-10-09 21:27:33.000000+00:00\", \"2022-06-16 18:10:25.000000+00:00\", \"2023-03-28 03:51:12.000000+00:00\"], \"session_ids\": [\"54bac058-272a-4408-9a14-74a536e81232\", \"f23eca4c-7165-4c96-a4fb-1a8f3f965a1b\", \"6a58edd9-5dcc-4756-8f0d-b20ef18eb7d3\", \"e45bd953-9ccc-410c-ab6b-fdb48760a46a\", \"7baa023e-e4bb-405c-bb25-b1b20eb992dd\"], \"total_duration\": 3336.0, \"total_sessions\": 5, \"mean_week_duration\": 16.934}, \"96384\": {\"keyflows\": {\"Sign In Flow\": 1, \"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, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-01 15:13:22.000000+00:00\", \"2023-06-26 06:14:28.000000+00:00\"], \"session_ids\": [\"0022633e-b1d7-4a63-8843-873b60cfd810\", \"992a4819-2a80-41f8-946b-dce8ad780b94\"], \"total_duration\": 481.0, \"total_sessions\": 2, \"mean_week_duration\": 3.7}, \"8060\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-09-06 14:09:15.000000+00:00\", \"2019-07-17 00:25:43.000000+00:00\"], \"session_ids\": [\"5803efa3-67a8-43ba-8374-2acdf4fdc669\", \"c0310b9c-437c-493e-a260-ab4a775f7987\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 1.098}, \"92789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-23 14:26:32.000000+00:00\", \"2019-09-20 23:29:57.000000+00:00\"], \"session_ids\": [\"7310b556-76dc-4267-850a-0efce928a6f7\", \"978ab012-6db1-45b1-8b54-dfa3af7bc04d\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 3.579}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 2 and are less than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[2, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21906\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-06-16 11:22:57.000000+00:00\", \"2021-02-02 21:17:34.000000+00:00\", \"2023-01-07 11:37:00.000000+00:00\"], \"session_ids\": [\"9d289534-b724-4909-a6e9-e741d76c390a\", \"3ad9af9a-d3f7-4b13-8719-27b08ce4b019\", \"81233060-fac4-43b2-a45e-623f075e197a\"], \"total_duration\": 107.0, \"total_sessions\": 3, \"mean_week_duration\": 0.575}, \"82445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-24 01:42:48.000000+00:00\", \"2019-03-20 03:45:14.000000+00:00\", \"2020-10-30 21:40:28.000000+00:00\"], \"session_ids\": [\"28dc4e3e-c491-47fe-b7e9-680c1907cc12\", \"28a23f2d-8642-4e7d-ae79-99146df39123\", \"7c5c09ce-eaf1-4f91-8b69-b4805066171a\"], \"total_duration\": 316.0, \"total_sessions\": 3, \"mean_week_duration\": 2.065}, \"97016\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-06-22 10:28:34.000000+00:00\", \"2019-10-29 19:52:10.000000+00:00\", \"2019-10-09 21:27:33.000000+00:00\", \"2022-06-16 18:10:25.000000+00:00\", \"2023-03-28 03:51:12.000000+00:00\"], \"session_ids\": [\"54bac058-272a-4408-9a14-74a536e81232\", \"f23eca4c-7165-4c96-a4fb-1a8f3f965a1b\", \"6a58edd9-5dcc-4756-8f0d-b20ef18eb7d3\", \"e45bd953-9ccc-410c-ab6b-fdb48760a46a\", \"7baa023e-e4bb-405c-bb25-b1b20eb992dd\"], \"total_duration\": 3336.0, \"total_sessions\": 5, \"mean_week_duration\": 16.934}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97016\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-06-22 10:28:34.000000+00:00\", \"2019-10-29 19:52:10.000000+00:00\", \"2019-10-09 21:27:33.000000+00:00\", \"2022-06-16 18:10:25.000000+00:00\", \"2023-03-28 03:51:12.000000+00:00\"], \"session_ids\": [\"54bac058-272a-4408-9a14-74a536e81232\", \"f23eca4c-7165-4c96-a4fb-1a8f3f965a1b\", \"6a58edd9-5dcc-4756-8f0d-b20ef18eb7d3\", \"e45bd953-9ccc-410c-ab6b-fdb48760a46a\", \"7baa023e-e4bb-405c-bb25-b1b20eb992dd\"], \"total_duration\": 3336.0, \"total_sessions\": 5, \"mean_week_duration\": 16.934}}, {\"21906\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-06-16 11:22:57.000000+00:00\", \"2021-02-02 21:17:34.000000+00:00\", \"2023-01-07 11:37:00.000000+00:00\"], \"session_ids\": [\"9d289534-b724-4909-a6e9-e741d76c390a\", \"3ad9af9a-d3f7-4b13-8719-27b08ce4b019\", \"81233060-fac4-43b2-a45e-623f075e197a\"], \"total_duration\": 107.0, \"total_sessions\": 3, \"mean_week_duration\": 0.575}}, {\"82445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-24 01:42:48.000000+00:00\", \"2019-03-20 03:45:14.000000+00:00\", \"2020-10-30 21:40:28.000000+00:00\"], \"session_ids\": [\"28dc4e3e-c491-47fe-b7e9-680c1907cc12\", \"28a23f2d-8642-4e7d-ae79-99146df39123\", \"7c5c09ce-eaf1-4f91-8b69-b4805066171a\"], \"total_duration\": 316.0, \"total_sessions\": 3, \"mean_week_duration\": 2.065}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97016\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-06-22 10:28:34.000000+00:00\", \"2019-10-29 19:52:10.000000+00:00\", \"2019-10-09 21:27:33.000000+00:00\", \"2022-06-16 18:10:25.000000+00:00\", \"2023-03-28 03:51:12.000000+00:00\"], \"session_ids\": [\"54bac058-272a-4408-9a14-74a536e81232\", \"f23eca4c-7165-4c96-a4fb-1a8f3f965a1b\", \"6a58edd9-5dcc-4756-8f0d-b20ef18eb7d3\", \"e45bd953-9ccc-410c-ab6b-fdb48760a46a\", \"7baa023e-e4bb-405c-bb25-b1b20eb992dd\"], \"total_duration\": 3336.0, \"total_sessions\": 5, \"mean_week_duration\": 16.934}}]\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[{\"97016\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-06-22 10:28:34.000000+00:00\", \"2019-10-29 19:52:10.000000+00:00\", \"2019-10-09 21:27:33.000000+00:00\", \"2022-06-16 18:10:25.000000+00:00\", \"2023-03-28 03:51:12.000000+00:00\"], \"session_ids\": [\"54bac058-272a-4408-9a14-74a536e81232\", \"f23eca4c-7165-4c96-a4fb-1a8f3f965a1b\", \"6a58edd9-5dcc-4756-8f0d-b20ef18eb7d3\", \"e45bd953-9ccc-410c-ab6b-fdb48760a46a\", \"7baa023e-e4bb-405c-bb25-b1b20eb992dd\"], \"total_duration\": 3336.0, \"total_sessions\": 5, \"mean_week_duration\": 16.934}}]\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 with a time in app per week that is lower than 6, exclusive 6 plus execute sorting by town name in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-12-28 02:35:35.000000+00:00\", \"2020-05-30 12:35:59.000000+00:00\", \"2021-05-30 23:34:44.000000+00:00\", \"2022-06-08 16:47:18.000000+00:00\", \"2020-07-06 14:38:52.000000+00:00\", \"2023-02-26 08:55:36.000000+00:00\"], \"session_ids\": [\"789e5e35-3557-4f6c-b49f-6d9fd1432f1b\", \"a581eabc-b8df-467b-90f1-2f34d7c1fec8\", \"c8c47ac5-5040-4f8c-a06b-e7cfe4ec26c0\", \"67323649-0c15-4f30-8584-893368d99dc3\", \"27d6f88d-f94f-46e2-966a-f21f8a96af3c\", \"fd624a7b-5db7-4d4e-8aa8-8758fe85952c\"], \"total_duration\": 2081.0, \"total_sessions\": 6, \"mean_week_duration\": 12.536}, \"66706\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-12 13:23:33.000000+00:00\", \"2021-02-26 22:22:05.000000+00:00\"], \"session_ids\": [\"128d5735-10b5-4825-9649-17d3b9e6aa34\", \"1865cd00-5974-43a2-9de6-7b21d81a659e\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 16.0}, \"90342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-18 13:21:23.000000+00:00\", \"2019-01-17 20:14:32.000000+00:00\", \"2022-11-15 23:36:32.000000+00:00\", \"2020-03-03 09:56:02.000000+00:00\"], \"session_ids\": [\"69018cfe-3453-478d-ae66-888c5722ad3b\", \"3a462cae-f5be-4d43-afb0-b3c6977feb35\", \"f137b0c7-1c12-48f8-ad17-bf8b4157f9cd\", \"9f0e26d0-6fda-4f30-bafb-5e38dee4bbab\"], \"total_duration\": 265.0, \"total_sessions\": 4, \"mean_week_duration\": 1.325}, \"44522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-15 22:53:14.000000+00:00\", \"2019-09-19 01:09:46.000000+00:00\", \"2019-10-18 13:45:22.000000+00:00\", \"2021-09-06 11:12:18.000000+00:00\", \"2023-04-22 03:24:47.000000+00:00\", \"2022-02-13 16:15:34.000000+00:00\", \"2022-08-11 03:43:29.000000+00:00\", \"2023-06-24 00:13:40.000000+00:00\"], \"session_ids\": [\"6fdfb2b3-53c2-4079-a8fa-95c63ab03b67\", \"58957150-72b2-4904-89bc-9cca8a96375f\", \"be9bdc2f-62e5-4fca-afc6-31e1061aba99\", \"a67066ea-6ba6-4634-a695-a24fb7923042\", \"f9008a2e-ec12-4af4-838a-cdc2fb3ae221\", \"eef8c416-d315-4c10-a731-6099d90a8875\", \"a915b77b-be06-466c-93aa-56c106233a4b\", \"1590b599-cb85-447f-b01e-e249735d581c\"], \"total_duration\": 4352.0, \"total_sessions\": 8, \"mean_week_duration\": 21.126}, \"30006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-06 23:52:22.000000+00:00\", \"2020-06-10 18:47:38.000000+00:00\"], \"session_ids\": [\"5fc4b4c9-c97d-412b-b1dc-b6907656ee48\", \"d569d0e0-b0eb-4afe-91af-c1062e4cffcc\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}, \"67073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-03 14:48:40.000000+00:00\", \"2022-04-06 03:10:51.000000+00:00\", \"2022-12-31 13:59:15.000000+00:00\", \"2020-01-06 06:26:31.000000+00:00\", \"2020-12-31 02:04:16.000000+00:00\"], \"session_ids\": [\"7d9147b8-4646-40e1-a2df-c81705cad5d8\", \"8e7a78ac-2665-4947-ac72-ecf09f9ac702\", \"2444bfaa-1662-4f31-908a-7d2cae033d52\", \"f5616358-8c3c-451b-9a4d-735d3b237dc8\", \"6f0aeb89-62d9-4bc9-b697-d6e7fb9ea3e7\"], \"total_duration\": 2363.0, \"total_sessions\": 5, \"mean_week_duration\": 13.275}, \"66815\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-06-23 06:25:49.000000+00:00\", \"2019-11-22 10:53:44.000000+00:00\", \"2019-06-17 08:04:10.000000+00:00\", \"2022-10-30 03:24:47.000000+00:00\", \"2019-04-02 10:00:35.000000+00:00\"], \"session_ids\": [\"56732b4f-7127-4b4f-893e-266398548e97\", \"d46f9ea4-8032-44f4-b77e-1821ecb2928a\", \"b7eaf461-863f-4c1a-b4bd-8d659f961c4c\", \"c84b622f-680b-4186-ae19-6810112a7d3d\", \"65f5a908-d63d-402d-b909-43e43b7f3587\"], \"total_duration\": 3080.0, \"total_sessions\": 5, \"mean_week_duration\": 16.471}, \"21238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-28 22:36:45.000000+00:00\", \"2019-07-30 07:38:05.000000+00:00\", \"2021-07-03 23:46:59.000000+00:00\"], \"session_ids\": [\"a8dfe371-889f-434c-b69e-c0b92449242a\", \"7794a83f-7912-4f46-a4dc-487076671160\", \"a52c4a26-ead5-411f-8286-266d4e8bc262\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 1.477}, \"58362\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-28 05:48:41.000000+00:00\", \"2020-08-22 07:27:40.000000+00:00\", \"2021-09-15 20:50:51.000000+00:00\", \"2021-05-11 04:53:59.000000+00:00\", \"2020-12-18 05:42:33.000000+00:00\", \"2020-06-15 16:29:24.000000+00:00\", \"2019-09-09 07:58:01.000000+00:00\", \"2019-10-11 07:55:56.000000+00:00\", \"2020-06-28 07:20:57.000000+00:00\"], \"session_ids\": [\"0f726f96-a756-424b-a86f-98363b7b4589\", \"b1ec7859-0e41-4d3f-bb9f-888dc3648576\", \"abbc7f36-a4d4-4121-99c9-fded84e40a7f\", \"b7083df2-1002-4dc7-a701-cbbb93efe050\", \"f052539b-2a32-4f85-b737-669cf848b3c4\", \"9dfa35f8-9ce4-46a4-ba16-0336b473419b\", \"cb9b95fc-9186-44ea-ba0c-a4ab00d5f524\", \"1f7fbc65-ce88-4fae-8f42-d8acacfa731c\", \"9fcfe30d-aa1f-4fbc-9a68-af42a4e4fac9\"], \"total_duration\": 5084.0, \"total_sessions\": 9, \"mean_week_duration\": 33.669}, \"65241\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-13 08:57:28.000000+00:00\", \"2022-03-31 00:11:35.000000+00:00\"], \"session_ids\": [\"67a3632b-6b96-40ec-adc3-2d2e483a6022\", \"fe5f1556-b673-45e8-a8a3-145bd5147967\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 24.067}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[6, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-18 13:21:23.000000+00:00\", \"2019-01-17 20:14:32.000000+00:00\", \"2022-11-15 23:36:32.000000+00:00\", \"2020-03-03 09:56:02.000000+00:00\"], \"session_ids\": [\"69018cfe-3453-478d-ae66-888c5722ad3b\", \"3a462cae-f5be-4d43-afb0-b3c6977feb35\", \"f137b0c7-1c12-48f8-ad17-bf8b4157f9cd\", \"9f0e26d0-6fda-4f30-bafb-5e38dee4bbab\"], \"total_duration\": 265.0, \"total_sessions\": 4, \"mean_week_duration\": 1.325}, \"30006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-06 23:52:22.000000+00:00\", \"2020-06-10 18:47:38.000000+00:00\"], \"session_ids\": [\"5fc4b4c9-c97d-412b-b1dc-b6907656ee48\", \"d569d0e0-b0eb-4afe-91af-c1062e4cffcc\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}, \"21238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-28 22:36:45.000000+00:00\", \"2019-07-30 07:38:05.000000+00:00\", \"2021-07-03 23:46:59.000000+00:00\"], \"session_ids\": [\"a8dfe371-889f-434c-b69e-c0b92449242a\", \"7794a83f-7912-4f46-a4dc-487076671160\", \"a52c4a26-ead5-411f-8286-266d4e8bc262\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 1.477}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-06 23:52:22.000000+00:00\", \"2020-06-10 18:47:38.000000+00:00\"], \"session_ids\": [\"5fc4b4c9-c97d-412b-b1dc-b6907656ee48\", \"d569d0e0-b0eb-4afe-91af-c1062e4cffcc\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}}, {\"90342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-18 13:21:23.000000+00:00\", \"2019-01-17 20:14:32.000000+00:00\", \"2022-11-15 23:36:32.000000+00:00\", \"2020-03-03 09:56:02.000000+00:00\"], \"session_ids\": [\"69018cfe-3453-478d-ae66-888c5722ad3b\", \"3a462cae-f5be-4d43-afb0-b3c6977feb35\", \"f137b0c7-1c12-48f8-ad17-bf8b4157f9cd\", \"9f0e26d0-6fda-4f30-bafb-5e38dee4bbab\"], \"total_duration\": 265.0, \"total_sessions\": 4, \"mean_week_duration\": 1.325}}, {\"21238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-28 22:36:45.000000+00:00\", \"2019-07-30 07:38:05.000000+00:00\", \"2021-07-03 23:46:59.000000+00:00\"], \"session_ids\": [\"a8dfe371-889f-434c-b69e-c0b92449242a\", \"7794a83f-7912-4f46-a4dc-487076671160\", \"a52c4a26-ead5-411f-8286-266d4e8bc262\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 1.477}}]\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[{\"30006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-06 23:52:22.000000+00:00\", \"2020-06-10 18:47:38.000000+00:00\"], \"session_ids\": [\"5fc4b4c9-c97d-412b-b1dc-b6907656ee48\", \"d569d0e0-b0eb-4afe-91af-c1062e4cffcc\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}}, {\"90342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-18 13:21:23.000000+00:00\", \"2019-01-17 20:14:32.000000+00:00\", \"2022-11-15 23:36:32.000000+00:00\", \"2020-03-03 09:56:02.000000+00:00\"], \"session_ids\": [\"69018cfe-3453-478d-ae66-888c5722ad3b\", \"3a462cae-f5be-4d43-afb0-b3c6977feb35\", \"f137b0c7-1c12-48f8-ad17-bf8b4157f9cd\", \"9f0e26d0-6fda-4f30-bafb-5e38dee4bbab\"], \"total_duration\": 265.0, \"total_sessions\": 4, \"mean_week_duration\": 1.325}}]\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[{\"30006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-06 23:52:22.000000+00:00\", \"2020-06-10 18:47:38.000000+00:00\"], \"session_ids\": [\"5fc4b4c9-c97d-412b-b1dc-b6907656ee48\", \"d569d0e0-b0eb-4afe-91af-c1062e4cffcc\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}}, {\"90342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-18 13:21:23.000000+00:00\", \"2019-01-17 20:14:32.000000+00:00\", \"2022-11-15 23:36:32.000000+00:00\", \"2020-03-03 09:56:02.000000+00:00\"], \"session_ids\": [\"69018cfe-3453-478d-ae66-888c5722ad3b\", \"3a462cae-f5be-4d43-afb0-b3c6977feb35\", \"f137b0c7-1c12-48f8-ad17-bf8b4157f9cd\", \"9f0e26d0-6fda-4f30-bafb-5e38dee4bbab\"], \"total_duration\": 265.0, \"total_sessions\": 4, \"mean_week_duration\": 1.325}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show users to me who currently live in cities Berlin, London plus perform sorting by sum of duration ascendingly."
}
] |
[
{
"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{\"21019\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-31 09:32:08.000000+00:00\", \"2020-09-12 11:37:05.000000+00:00\", \"2021-12-21 15:34:00.000000+00:00\", \"2019-06-25 03:02:00.000000+00:00\", \"2020-11-15 08:37:34.000000+00:00\", \"2023-01-31 03:15:28.000000+00:00\", \"2019-12-08 05:09:25.000000+00:00\", \"2020-05-14 06:24:14.000000+00:00\", \"2021-11-05 23:36:42.000000+00:00\", \"2023-03-06 09:00:12.000000+00:00\", \"2021-03-24 22:51:34.000000+00:00\"], \"session_ids\": [\"ff1b43d9-9064-46b0-8624-a7df27532379\", \"1af3a3e7-60d2-4b90-92eb-0d59449367e2\", \"71c577dd-5163-4da6-a094-0205808c936d\", \"f9e29ce3-b3c6-47a2-8d03-6e342febea07\", \"657dbdfb-285b-4183-a970-9485c0060e05\", \"8d2c7505-30cb-4f48-b690-9704e373dbbd\", \"985b05e2-712f-4c7a-bec6-365ed6f90089\", \"a709bc2f-edb8-4b0e-9289-4e6fdbf99839\", \"fcb6976e-2768-4836-a770-567806774657\", \"f76c9215-0b0a-4b4a-b399-29b8e10dc745\", \"b5e6bbdf-feaa-458c-ac49-1ff22e3e241e\"], \"total_duration\": 2193.0, \"total_sessions\": 11, \"mean_week_duration\": 11.363}, \"33907\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-05-04 18:11:02.000000+00:00\", \"2021-07-13 17:15:07.000000+00:00\", \"2023-04-23 22:37:37.000000+00:00\", \"2021-09-06 12:26:41.000000+00:00\", \"2019-11-11 11:19:17.000000+00:00\", \"2019-05-06 22:52:07.000000+00:00\", \"2021-06-11 13:13:30.000000+00:00\"], \"session_ids\": [\"2a5e1c57-9414-49d1-be7d-e43cb27b96ea\", \"716d9e9e-4c57-4127-a649-379a2f3a90ae\", \"15181305-9783-479f-85a9-5505d1069db5\", \"3a567b3f-ee9c-4ae3-b364-e2a0c534a111\", \"f2696732-1b95-4195-afba-9657751de5f5\", \"40c43d26-7bbc-4052-98c6-684c4f63d7e0\", \"378e4258-ab41-419b-9bc3-67df992c3013\"], \"total_duration\": 5936.0, \"total_sessions\": 7, \"mean_week_duration\": 28.538}, \"32006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-07 20:04:52.000000+00:00\", \"2020-08-10 05:04:37.000000+00:00\", \"2022-03-09 10:46:15.000000+00:00\"], \"session_ids\": [\"8224cea3-721e-4114-bf71-61194cebd729\", \"e74ba8af-eb3d-4901-aff9-8ee077add02c\", \"cd6529ed-869d-43d0-a3f6-c7c1b67b078d\"], \"total_duration\": 340.0, \"total_sessions\": 3, \"mean_week_duration\": 4.096}, \"59021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-24 12:30:34.000000+00:00\", \"2020-02-20 14:22:11.000000+00:00\"], \"session_ids\": [\"afee2f0c-3fff-4c5f-be91-e5cf61b98291\", \"3c21a43f-905a-417a-b394-ce9993488335\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 13.636}, \"94418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-11 01:23:46.000000+00:00\", \"2021-12-08 01:56:45.000000+00:00\", \"2019-07-12 05:10:39.000000+00:00\", \"2023-01-28 10:51:28.000000+00:00\"], \"session_ids\": [\"dd999c32-cfb7-4260-8df9-c96a2c1dd1de\", \"15de6607-9a5f-4cab-9f72-f3d9e7c8c67e\", \"10aa25c9-d3bd-4133-bfb5-0e07887ab506\", \"60160efc-5316-4e63-b87f-ae97ddf698e4\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.387}, \"61441\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-29 21:07:19.000000+00:00\", \"2022-08-03 08:02:59.000000+00:00\", \"2021-12-21 16:40:08.000000+00:00\", \"2020-12-05 23:01:00.000000+00:00\"], \"session_ids\": [\"d7402875-38e2-4281-b49e-86fc90f9ffda\", \"aeaf5112-a0ee-4f37-9639-ac09eb4d4010\", \"fe23d84f-72a5-4a79-939c-9baea049dad8\", \"eed98d5f-1dc3-4298-bb37-d015293d8106\"], \"total_duration\": 192.0, \"total_sessions\": 4, \"mean_week_duration\": 1.627}, \"66003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-29 08:38:00.000000+00:00\", \"2021-12-16 01:35:11.000000+00:00\", \"2020-03-20 10:07:32.000000+00:00\", \"2022-04-18 05:04:36.000000+00:00\", \"2022-08-22 00:27:06.000000+00:00\", \"2019-03-08 15:43:15.000000+00:00\", \"2022-02-26 02:17:51.000000+00:00\", \"2023-01-22 17:54:11.000000+00:00\", \"2019-01-07 23:13:09.000000+00:00\", \"2020-01-16 10:25:15.000000+00:00\"], \"session_ids\": [\"8a2e849b-f8c7-4cef-8c35-86b13638d8ba\", \"42ef4eb8-05d1-4307-ad27-9700562fb606\", \"6a91be53-fe76-4b8f-a06e-22fca4b810f7\", \"5c80ab97-2d14-41d7-939c-6a6a8e87ef5e\", \"c957dd9a-65a5-41f3-9ab3-c29d7c42aaa2\", \"7d94587d-fee6-481a-9866-97303f195d14\", \"a8c4cbef-de56-4273-9d0f-41ff1413d001\", \"f490c566-d319-4160-9cb8-8aea02cc0a6c\", \"8e84295c-99ea-48a3-909a-ae7b8c8fde12\", \"3b04cc88-db96-43d0-8f64-58abcfa490f0\"], \"total_duration\": 240.0, \"total_sessions\": 10, \"mean_week_duration\": 1.137}, \"70180\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-03-14 19:29:26.000000+00:00\", \"2019-03-11 01:36:37.000000+00:00\", \"2021-05-11 00:01:15.000000+00:00\", \"2021-02-16 05:06:56.000000+00:00\"], \"session_ids\": [\"2b975ecc-e6fe-4da9-9713-8ff38d8e0735\", \"a7be0082-2925-4732-a5fe-6fa1ab87999b\", \"8b1ffabb-f495-4b16-bc60-6023413c99bf\", \"92f393b1-4960-46e7-a2e0-d0f811f082e7\"], \"total_duration\": 51.0, \"total_sessions\": 4, \"mean_week_duration\": 0.451}, \"3124\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-12-23 06:13:37.000000+00:00\", \"2021-09-17 13:48:56.000000+00:00\"], \"session_ids\": [\"3caf3548-6c0d-4ba8-abc3-f2af4813bd65\", \"55586cde-9047-4286-8986-4969337fa1f1\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 18.143}, \"42062\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-08-30 02:58:51.000000+00:00\", \"2022-05-23 06:21:35.000000+00:00\"], \"session_ids\": [\"f3770ecb-70e8-4640-a029-f854225d2f14\", \"c81728b2-63b6-47d8-9dfc-22b0974fdccb\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 3.071}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Berlin, London"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\", \"London\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 3 users whose count of sessions is greater than 5 also perform sorting by overall total sessions form the lowest to the highest as well as display me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52993\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-24 09:08:52.000000+00:00\", \"2021-02-25 12:19:45.000000+00:00\", \"2022-06-23 18:08:36.000000+00:00\"], \"session_ids\": [\"6fce92a3-c41d-4adf-a0d1-b2c0e40102b3\", \"67048e24-cf87-42d0-b2a5-4687eb08ea5b\", \"cb927ff0-721e-4603-aa54-d4aa0bba6497\"], \"total_duration\": 350.0, \"total_sessions\": 3, \"mean_week_duration\": 3.365}, \"51965\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-21 03:03:25.000000+00:00\", \"2021-11-16 17:53:27.000000+00:00\", \"2023-03-14 10:35:39.000000+00:00\"], \"session_ids\": [\"7191bba5-d9eb-4af6-9ef5-24fd0cfe487c\", \"29d093dd-f0d3-4d33-88b6-294e55352778\", \"807461fc-eab3-4684-94bf-92564a2eb7ac\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.516}, \"28214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-04 14:25:36.000000+00:00\", \"2019-07-20 08:51:35.000000+00:00\", \"2023-01-03 22:26:28.000000+00:00\", \"2019-05-17 17:39:57.000000+00:00\", \"2019-06-04 16:54:15.000000+00:00\", \"2022-03-19 11:25:07.000000+00:00\", \"2023-03-02 17:19:26.000000+00:00\", \"2023-03-07 01:31:28.000000+00:00\", \"2023-01-21 07:54:56.000000+00:00\", \"2022-12-19 12:28:36.000000+00:00\"], \"session_ids\": [\"af4f4b93-9bb9-4fe2-bfc4-318f4a76e46c\", \"0af41bf8-2be3-4eae-b2b6-a591bc20b98d\", \"0b8218f7-99c6-4edd-b5bf-70ee76bf650b\", \"78d08ad1-ffef-44de-b22e-d16c48408415\", \"9465bfba-67d2-49fb-be6a-9cc24618dd85\", \"3d0e24d6-9eef-403f-bb8b-144ccfb93fca\", \"7f6aee76-f279-4184-ad56-475e415695c6\", \"64a4364b-a9c6-4b12-a00f-4b2de479ae46\", \"9d9d3f1c-68f2-42ab-80a8-2cca35c1ba9c\", \"97e882d8-f6a6-4954-b612-092699c023b4\"], \"total_duration\": 35200.0, \"total_sessions\": 10, \"mean_week_duration\": 176.884}, \"4414\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-30 03:13:03.000000+00:00\", \"2019-09-02 03:46:11.000000+00:00\", \"2021-03-17 02:59:08.000000+00:00\"], \"session_ids\": [\"ae179b40-1199-4838-9645-cacd9ec062c8\", \"46171de9-97ae-4afd-af78-a01234977fcb\", \"ef36e2fa-fff2-4eb0-aa63-eab27efc70c2\"], \"total_duration\": 426.0, \"total_sessions\": 3, \"mean_week_duration\": 3.156}, \"80464\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-14 05:43:13.000000+00:00\", \"2022-12-30 05:14:32.000000+00:00\"], \"session_ids\": [\"30bebef8-64cd-4133-9e3b-7723ae93a7ae\", \"820c2030-9589-40c1-b4da-d6d777e82ef1\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 30.0}, \"13692\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-30 04:42:59.000000+00:00\", \"2019-03-26 08:24:30.000000+00:00\"], \"session_ids\": [\"a2791657-5630-414e-a43a-81b7e2677884\", \"8ce6a71d-d13d-4c64-96ba-0fdefe376c16\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 60.375}, \"83967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-05 23:40:55.000000+00:00\", \"2019-03-31 14:40:01.000000+00:00\", \"2020-08-10 23:07:47.000000+00:00\", \"2020-08-06 17:24:20.000000+00:00\", \"2023-03-19 08:47:25.000000+00:00\"], \"session_ids\": [\"b9340a9b-b96b-427d-b8f0-c5f2b1aaf6b0\", \"7f4326b6-d7d0-4456-bf5f-79aba3203688\", \"3204ab9c-49a9-4128-9498-ff41ef4d323b\", \"ab0d5aa8-faee-406e-9fb3-a9a9f47ca012\", \"1ecd430a-5fb0-43ff-983c-72117d001ef8\"], \"total_duration\": 1746.0, \"total_sessions\": 5, \"mean_week_duration\": 8.435}, \"1662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-03-10 04:21:37.000000+00:00\", \"2020-03-17 03:27:25.000000+00:00\", \"2020-06-09 10:06:56.000000+00:00\"], \"session_ids\": [\"ff8f244a-f2a5-4dcb-b984-3f1db512381f\", \"7bed66f2-4505-40dd-b596-4c31fb8da1c0\", \"f87e6e6e-1e0d-4e1b-a9cd-b6fe4e4a2612\"], \"total_duration\": 791.0, \"total_sessions\": 3, \"mean_week_duration\": 7.606}, \"81946\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-01 14:10:02.000000+00:00\", \"2019-08-08 21:25:11.000000+00:00\"], \"session_ids\": [\"c3dea6ff-7b78-4174-95b0-1dc690ca6b20\", \"8c07a034-635f-4b8b-99c0-5d107aa0f341\"], \"total_duration\": 398.0, \"total_sessions\": 2, \"mean_week_duration\": 12.438}, \"61943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-22 00:11:40.000000+00:00\", \"2021-02-20 07:50:13.000000+00:00\"], \"session_ids\": [\"0400d0b5-0fef-4d81-822b-fc6c3c00df95\", \"2882b533-f40b-4e00-bcc0-6a5e37b4d189\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 3.575}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[5, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-04 14:25:36.000000+00:00\", \"2019-07-20 08:51:35.000000+00:00\", \"2023-01-03 22:26:28.000000+00:00\", \"2019-05-17 17:39:57.000000+00:00\", \"2019-06-04 16:54:15.000000+00:00\", \"2022-03-19 11:25:07.000000+00:00\", \"2023-03-02 17:19:26.000000+00:00\", \"2023-03-07 01:31:28.000000+00:00\", \"2023-01-21 07:54:56.000000+00:00\", \"2022-12-19 12:28:36.000000+00:00\"], \"session_ids\": [\"af4f4b93-9bb9-4fe2-bfc4-318f4a76e46c\", \"0af41bf8-2be3-4eae-b2b6-a591bc20b98d\", \"0b8218f7-99c6-4edd-b5bf-70ee76bf650b\", \"78d08ad1-ffef-44de-b22e-d16c48408415\", \"9465bfba-67d2-49fb-be6a-9cc24618dd85\", \"3d0e24d6-9eef-403f-bb8b-144ccfb93fca\", \"7f6aee76-f279-4184-ad56-475e415695c6\", \"64a4364b-a9c6-4b12-a00f-4b2de479ae46\", \"9d9d3f1c-68f2-42ab-80a8-2cca35c1ba9c\", \"97e882d8-f6a6-4954-b612-092699c023b4\"], \"total_duration\": 35200.0, \"total_sessions\": 10, \"mean_week_duration\": 176.884}, \"83967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-05 23:40:55.000000+00:00\", \"2019-03-31 14:40:01.000000+00:00\", \"2020-08-10 23:07:47.000000+00:00\", \"2020-08-06 17:24:20.000000+00:00\", \"2023-03-19 08:47:25.000000+00:00\"], \"session_ids\": [\"b9340a9b-b96b-427d-b8f0-c5f2b1aaf6b0\", \"7f4326b6-d7d0-4456-bf5f-79aba3203688\", \"3204ab9c-49a9-4128-9498-ff41ef4d323b\", \"ab0d5aa8-faee-406e-9fb3-a9a9f47ca012\", \"1ecd430a-5fb0-43ff-983c-72117d001ef8\"], \"total_duration\": 1746.0, \"total_sessions\": 5, \"mean_week_duration\": 8.435}}\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[{\"83967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-05 23:40:55.000000+00:00\", \"2019-03-31 14:40:01.000000+00:00\", \"2020-08-10 23:07:47.000000+00:00\", \"2020-08-06 17:24:20.000000+00:00\", \"2023-03-19 08:47:25.000000+00:00\"], \"session_ids\": [\"b9340a9b-b96b-427d-b8f0-c5f2b1aaf6b0\", \"7f4326b6-d7d0-4456-bf5f-79aba3203688\", \"3204ab9c-49a9-4128-9498-ff41ef4d323b\", \"ab0d5aa8-faee-406e-9fb3-a9a9f47ca012\", \"1ecd430a-5fb0-43ff-983c-72117d001ef8\"], \"total_duration\": 1746.0, \"total_sessions\": 5, \"mean_week_duration\": 8.435}}, {\"28214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-04 14:25:36.000000+00:00\", \"2019-07-20 08:51:35.000000+00:00\", \"2023-01-03 22:26:28.000000+00:00\", \"2019-05-17 17:39:57.000000+00:00\", \"2019-06-04 16:54:15.000000+00:00\", \"2022-03-19 11:25:07.000000+00:00\", \"2023-03-02 17:19:26.000000+00:00\", \"2023-03-07 01:31:28.000000+00:00\", \"2023-01-21 07:54:56.000000+00:00\", \"2022-12-19 12:28:36.000000+00:00\"], \"session_ids\": [\"af4f4b93-9bb9-4fe2-bfc4-318f4a76e46c\", \"0af41bf8-2be3-4eae-b2b6-a591bc20b98d\", \"0b8218f7-99c6-4edd-b5bf-70ee76bf650b\", \"78d08ad1-ffef-44de-b22e-d16c48408415\", \"9465bfba-67d2-49fb-be6a-9cc24618dd85\", \"3d0e24d6-9eef-403f-bb8b-144ccfb93fca\", \"7f6aee76-f279-4184-ad56-475e415695c6\", \"64a4364b-a9c6-4b12-a00f-4b2de479ae46\", \"9d9d3f1c-68f2-42ab-80a8-2cca35c1ba9c\", \"97e882d8-f6a6-4954-b612-092699c023b4\"], \"total_duration\": 35200.0, \"total_sessions\": 10, \"mean_week_duration\": 176.884}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-05 23:40:55.000000+00:00\", \"2019-03-31 14:40:01.000000+00:00\", \"2020-08-10 23:07:47.000000+00:00\", \"2020-08-06 17:24:20.000000+00:00\", \"2023-03-19 08:47:25.000000+00:00\"], \"session_ids\": [\"b9340a9b-b96b-427d-b8f0-c5f2b1aaf6b0\", \"7f4326b6-d7d0-4456-bf5f-79aba3203688\", \"3204ab9c-49a9-4128-9498-ff41ef4d323b\", \"ab0d5aa8-faee-406e-9fb3-a9a9f47ca012\", \"1ecd430a-5fb0-43ff-983c-72117d001ef8\"], \"total_duration\": 1746.0, \"total_sessions\": 5, \"mean_week_duration\": 8.435}}, {\"28214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-04 14:25:36.000000+00:00\", \"2019-07-20 08:51:35.000000+00:00\", \"2023-01-03 22:26:28.000000+00:00\", \"2019-05-17 17:39:57.000000+00:00\", \"2019-06-04 16:54:15.000000+00:00\", \"2022-03-19 11:25:07.000000+00:00\", \"2023-03-02 17:19:26.000000+00:00\", \"2023-03-07 01:31:28.000000+00:00\", \"2023-01-21 07:54:56.000000+00:00\", \"2022-12-19 12:28:36.000000+00:00\"], \"session_ids\": [\"af4f4b93-9bb9-4fe2-bfc4-318f4a76e46c\", \"0af41bf8-2be3-4eae-b2b6-a591bc20b98d\", \"0b8218f7-99c6-4edd-b5bf-70ee76bf650b\", \"78d08ad1-ffef-44de-b22e-d16c48408415\", \"9465bfba-67d2-49fb-be6a-9cc24618dd85\", \"3d0e24d6-9eef-403f-bb8b-144ccfb93fca\", \"7f6aee76-f279-4184-ad56-475e415695c6\", \"64a4364b-a9c6-4b12-a00f-4b2de479ae46\", \"9d9d3f1c-68f2-42ab-80a8-2cca35c1ba9c\", \"97e882d8-f6a6-4954-b612-092699c023b4\"], \"total_duration\": 35200.0, \"total_sessions\": 10, \"mean_week_duration\": 176.884}}]\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[{\"83967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-05 23:40:55.000000+00:00\", \"2019-03-31 14:40:01.000000+00:00\", \"2020-08-10 23:07:47.000000+00:00\", \"2020-08-06 17:24:20.000000+00:00\", \"2023-03-19 08:47:25.000000+00:00\"], \"session_ids\": [\"b9340a9b-b96b-427d-b8f0-c5f2b1aaf6b0\", \"7f4326b6-d7d0-4456-bf5f-79aba3203688\", \"3204ab9c-49a9-4128-9498-ff41ef4d323b\", \"ab0d5aa8-faee-406e-9fb3-a9a9f47ca012\", \"1ecd430a-5fb0-43ff-983c-72117d001ef8\"], \"total_duration\": 1746.0, \"total_sessions\": 5, \"mean_week_duration\": 8.435}}, {\"28214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-04 14:25:36.000000+00:00\", \"2019-07-20 08:51:35.000000+00:00\", \"2023-01-03 22:26:28.000000+00:00\", \"2019-05-17 17:39:57.000000+00:00\", \"2019-06-04 16:54:15.000000+00:00\", \"2022-03-19 11:25:07.000000+00:00\", \"2023-03-02 17:19:26.000000+00:00\", \"2023-03-07 01:31:28.000000+00:00\", \"2023-01-21 07:54:56.000000+00:00\", \"2022-12-19 12:28:36.000000+00:00\"], \"session_ids\": [\"af4f4b93-9bb9-4fe2-bfc4-318f4a76e46c\", \"0af41bf8-2be3-4eae-b2b6-a591bc20b98d\", \"0b8218f7-99c6-4edd-b5bf-70ee76bf650b\", \"78d08ad1-ffef-44de-b22e-d16c48408415\", \"9465bfba-67d2-49fb-be6a-9cc24618dd85\", \"3d0e24d6-9eef-403f-bb8b-144ccfb93fca\", \"7f6aee76-f279-4184-ad56-475e415695c6\", \"64a4364b-a9c6-4b12-a00f-4b2de479ae46\", \"9d9d3f1c-68f2-42ab-80a8-2cca35c1ba9c\", \"97e882d8-f6a6-4954-b612-092699c023b4\"], \"total_duration\": 35200.0, \"total_sessions\": 10, \"mean_week_duration\": 176.884}}]\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 who have duration total greater than 3133 and less than 1846 and in addition carry out sorting by average week duration from the largest to the smallest , and save only 4 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{\"59365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-12-30 18:48:33.000000+00:00\", \"2019-09-23 09:53:27.000000+00:00\"], \"session_ids\": [\"53c56634-b936-4a0d-9ad5-25eae68a2093\", \"76cb281d-861d-431d-8495-467295d12a7c\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 9.643}, \"56365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-04-22 00:16:55.000000+00:00\", \"2023-01-14 08:25:29.000000+00:00\"], \"session_ids\": [\"8d794384-07de-4a80-9835-c6b9f731209d\", \"62f224e3-5e91-4537-a0c2-7451927b518c\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.974}, \"83427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-25 14:33:03.000000+00:00\", \"2022-07-24 15:57:29.000000+00:00\"], \"session_ids\": [\"c4d7164c-d98b-4e7f-848b-55e1410510e2\", \"d00c978a-8aa8-4e80-aa4d-e40838c30901\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}, \"18932\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-02-23 10:24:12.000000+00:00\", \"2021-07-29 09:41:27.000000+00:00\"], \"session_ids\": [\"fefeb0c0-84d9-4d5a-86e4-fe77b0dfed71\", \"9eb0e547-5d21-4236-86c1-aa9238b80f5f\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.967}, \"80436\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-12 11:43:11.000000+00:00\", \"2021-01-22 03:05:12.000000+00:00\"], \"session_ids\": [\"698fa83f-fb37-4e46-91f8-76c23e71f4dd\", \"fe0baa09-cac7-408d-a1a2-84b2fe3a701f\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 1.825}, \"65680\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-07 07:29:31.000000+00:00\", \"2020-07-09 00:18:17.000000+00:00\", \"2021-01-04 02:13:03.000000+00:00\"], \"session_ids\": [\"2ae931b9-4b3e-4e59-b29b-c404f81ddaf2\", \"54b9a409-1c94-46a2-8e72-8ebcb1f84ae3\", \"18bf138d-43b1-497e-9166-d2cfb15df7ca\"], \"total_duration\": 951.0, \"total_sessions\": 3, \"mean_week_duration\": 36.577}, \"13795\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-22 07:22:58.000000+00:00\", \"2020-10-16 15:08:34.000000+00:00\", \"2021-07-02 19:56:53.000000+00:00\", \"2019-01-29 06:30:05.000000+00:00\", \"2019-12-14 13:56:00.000000+00:00\", \"2020-12-10 06:19:39.000000+00:00\", \"2020-02-08 17:27:06.000000+00:00\", \"2020-12-19 20:45:22.000000+00:00\"], \"session_ids\": [\"e0fc3f02-6e6d-4ce7-9bea-aa17472c168f\", \"ffc379a6-f15b-44d4-8a65-800975432883\", \"3d3f573f-20ed-42e0-a3a6-8b1397c674cf\", \"4c4f5f18-f468-4905-aa67-4147d52613af\", \"91a0b16d-15c9-439e-ad6c-23c1310418bd\", \"f902d22f-1c79-4b74-92d5-9a0f8850af64\", \"a13cccd7-ba95-4437-b45b-7d67984d1383\", \"e53b3310-9a8d-4cb9-b6fd-dd51f4cfac6b\"], \"total_duration\": 514.0, \"total_sessions\": 8, \"mean_week_duration\": 4.047}, \"87178\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-11 09:13:58.000000+00:00\", \"2021-07-22 06:54:32.000000+00:00\"], \"session_ids\": [\"8deed519-079d-4b25-bb99-0e8addf02295\", \"172ec3fe-b04f-4a42-b155-673a85fb83ad\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 2.869}, \"90608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-05 11:24:47.000000+00:00\", \"2021-04-17 01:23:24.000000+00:00\", \"2021-08-08 20:11:08.000000+00:00\"], \"session_ids\": [\"cc0393eb-9c15-4ade-9c65-10914b3dec0c\", \"34951b50-3473-4cd9-8072-52dba3ffb526\", \"8b03e81f-9ad3-4e84-a289-1e266fe10155\"], \"total_duration\": 325.0, \"total_sessions\": 3, \"mean_week_duration\": 9.028}, \"2142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-05-28 00:28:34.000000+00:00\", \"2022-01-01 16:27:06.000000+00:00\"], \"session_ids\": [\"89b018e8-4a56-4818-99d0-a36f96516d2d\", \"3ba677e4-8207-42a7-b8bd-00307d5071b2\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 5.583}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 1846 and are equal or greater than 3133"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1846, 3133]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-12-30 18:48:33.000000+00:00\", \"2019-09-23 09:53:27.000000+00:00\"], \"session_ids\": [\"53c56634-b936-4a0d-9ad5-25eae68a2093\", \"76cb281d-861d-431d-8495-467295d12a7c\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 9.643}, \"56365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-04-22 00:16:55.000000+00:00\", \"2023-01-14 08:25:29.000000+00:00\"], \"session_ids\": [\"8d794384-07de-4a80-9835-c6b9f731209d\", \"62f224e3-5e91-4537-a0c2-7451927b518c\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.974}, \"83427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-25 14:33:03.000000+00:00\", \"2022-07-24 15:57:29.000000+00:00\"], \"session_ids\": [\"c4d7164c-d98b-4e7f-848b-55e1410510e2\", \"d00c978a-8aa8-4e80-aa4d-e40838c30901\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}, \"18932\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-02-23 10:24:12.000000+00:00\", \"2021-07-29 09:41:27.000000+00:00\"], \"session_ids\": [\"fefeb0c0-84d9-4d5a-86e4-fe77b0dfed71\", \"9eb0e547-5d21-4236-86c1-aa9238b80f5f\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.967}, \"80436\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-12 11:43:11.000000+00:00\", \"2021-01-22 03:05:12.000000+00:00\"], \"session_ids\": [\"698fa83f-fb37-4e46-91f8-76c23e71f4dd\", \"fe0baa09-cac7-408d-a1a2-84b2fe3a701f\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 1.825}, \"65680\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-07 07:29:31.000000+00:00\", \"2020-07-09 00:18:17.000000+00:00\", \"2021-01-04 02:13:03.000000+00:00\"], \"session_ids\": [\"2ae931b9-4b3e-4e59-b29b-c404f81ddaf2\", \"54b9a409-1c94-46a2-8e72-8ebcb1f84ae3\", \"18bf138d-43b1-497e-9166-d2cfb15df7ca\"], \"total_duration\": 951.0, \"total_sessions\": 3, \"mean_week_duration\": 36.577}, \"13795\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-22 07:22:58.000000+00:00\", \"2020-10-16 15:08:34.000000+00:00\", \"2021-07-02 19:56:53.000000+00:00\", \"2019-01-29 06:30:05.000000+00:00\", \"2019-12-14 13:56:00.000000+00:00\", \"2020-12-10 06:19:39.000000+00:00\", \"2020-02-08 17:27:06.000000+00:00\", \"2020-12-19 20:45:22.000000+00:00\"], \"session_ids\": [\"e0fc3f02-6e6d-4ce7-9bea-aa17472c168f\", \"ffc379a6-f15b-44d4-8a65-800975432883\", \"3d3f573f-20ed-42e0-a3a6-8b1397c674cf\", \"4c4f5f18-f468-4905-aa67-4147d52613af\", \"91a0b16d-15c9-439e-ad6c-23c1310418bd\", \"f902d22f-1c79-4b74-92d5-9a0f8850af64\", \"a13cccd7-ba95-4437-b45b-7d67984d1383\", \"e53b3310-9a8d-4cb9-b6fd-dd51f4cfac6b\"], \"total_duration\": 514.0, \"total_sessions\": 8, \"mean_week_duration\": 4.047}, \"87178\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-11 09:13:58.000000+00:00\", \"2021-07-22 06:54:32.000000+00:00\"], \"session_ids\": [\"8deed519-079d-4b25-bb99-0e8addf02295\", \"172ec3fe-b04f-4a42-b155-673a85fb83ad\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 2.869}, \"90608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-05 11:24:47.000000+00:00\", \"2021-04-17 01:23:24.000000+00:00\", \"2021-08-08 20:11:08.000000+00:00\"], \"session_ids\": [\"cc0393eb-9c15-4ade-9c65-10914b3dec0c\", \"34951b50-3473-4cd9-8072-52dba3ffb526\", \"8b03e81f-9ad3-4e84-a289-1e266fe10155\"], \"total_duration\": 325.0, \"total_sessions\": 3, \"mean_week_duration\": 9.028}, \"2142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-05-28 00:28:34.000000+00:00\", \"2022-01-01 16:27:06.000000+00:00\"], \"session_ids\": [\"89b018e8-4a56-4818-99d0-a36f96516d2d\", \"3ba677e4-8207-42a7-b8bd-00307d5071b2\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 5.583}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65680\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-07 07:29:31.000000+00:00\", \"2020-07-09 00:18:17.000000+00:00\", \"2021-01-04 02:13:03.000000+00:00\"], \"session_ids\": [\"2ae931b9-4b3e-4e59-b29b-c404f81ddaf2\", \"54b9a409-1c94-46a2-8e72-8ebcb1f84ae3\", \"18bf138d-43b1-497e-9166-d2cfb15df7ca\"], \"total_duration\": 951.0, \"total_sessions\": 3, \"mean_week_duration\": 36.577}}, {\"59365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-12-30 18:48:33.000000+00:00\", \"2019-09-23 09:53:27.000000+00:00\"], \"session_ids\": [\"53c56634-b936-4a0d-9ad5-25eae68a2093\", \"76cb281d-861d-431d-8495-467295d12a7c\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 9.643}}, {\"90608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-05 11:24:47.000000+00:00\", \"2021-04-17 01:23:24.000000+00:00\", \"2021-08-08 20:11:08.000000+00:00\"], \"session_ids\": [\"cc0393eb-9c15-4ade-9c65-10914b3dec0c\", \"34951b50-3473-4cd9-8072-52dba3ffb526\", \"8b03e81f-9ad3-4e84-a289-1e266fe10155\"], \"total_duration\": 325.0, \"total_sessions\": 3, \"mean_week_duration\": 9.028}}, {\"2142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-05-28 00:28:34.000000+00:00\", \"2022-01-01 16:27:06.000000+00:00\"], \"session_ids\": [\"89b018e8-4a56-4818-99d0-a36f96516d2d\", \"3ba677e4-8207-42a7-b8bd-00307d5071b2\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 5.583}}, {\"13795\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-22 07:22:58.000000+00:00\", \"2020-10-16 15:08:34.000000+00:00\", \"2021-07-02 19:56:53.000000+00:00\", \"2019-01-29 06:30:05.000000+00:00\", \"2019-12-14 13:56:00.000000+00:00\", \"2020-12-10 06:19:39.000000+00:00\", \"2020-02-08 17:27:06.000000+00:00\", \"2020-12-19 20:45:22.000000+00:00\"], \"session_ids\": [\"e0fc3f02-6e6d-4ce7-9bea-aa17472c168f\", \"ffc379a6-f15b-44d4-8a65-800975432883\", \"3d3f573f-20ed-42e0-a3a6-8b1397c674cf\", \"4c4f5f18-f468-4905-aa67-4147d52613af\", \"91a0b16d-15c9-439e-ad6c-23c1310418bd\", \"f902d22f-1c79-4b74-92d5-9a0f8850af64\", \"a13cccd7-ba95-4437-b45b-7d67984d1383\", \"e53b3310-9a8d-4cb9-b6fd-dd51f4cfac6b\"], \"total_duration\": 514.0, \"total_sessions\": 8, \"mean_week_duration\": 4.047}}, {\"87178\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-11 09:13:58.000000+00:00\", \"2021-07-22 06:54:32.000000+00:00\"], \"session_ids\": [\"8deed519-079d-4b25-bb99-0e8addf02295\", \"172ec3fe-b04f-4a42-b155-673a85fb83ad\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 2.869}}, {\"80436\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-12 11:43:11.000000+00:00\", \"2021-01-22 03:05:12.000000+00:00\"], \"session_ids\": [\"698fa83f-fb37-4e46-91f8-76c23e71f4dd\", \"fe0baa09-cac7-408d-a1a2-84b2fe3a701f\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 1.825}}, {\"83427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-25 14:33:03.000000+00:00\", \"2022-07-24 15:57:29.000000+00:00\"], \"session_ids\": [\"c4d7164c-d98b-4e7f-848b-55e1410510e2\", \"d00c978a-8aa8-4e80-aa4d-e40838c30901\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}}, {\"56365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-04-22 00:16:55.000000+00:00\", \"2023-01-14 08:25:29.000000+00:00\"], \"session_ids\": [\"8d794384-07de-4a80-9835-c6b9f731209d\", \"62f224e3-5e91-4537-a0c2-7451927b518c\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.974}}, {\"18932\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-02-23 10:24:12.000000+00:00\", \"2021-07-29 09:41:27.000000+00:00\"], \"session_ids\": [\"fefeb0c0-84d9-4d5a-86e4-fe77b0dfed71\", \"9eb0e547-5d21-4236-86c1-aa9238b80f5f\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.967}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65680\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-07 07:29:31.000000+00:00\", \"2020-07-09 00:18:17.000000+00:00\", \"2021-01-04 02:13:03.000000+00:00\"], \"session_ids\": [\"2ae931b9-4b3e-4e59-b29b-c404f81ddaf2\", \"54b9a409-1c94-46a2-8e72-8ebcb1f84ae3\", \"18bf138d-43b1-497e-9166-d2cfb15df7ca\"], \"total_duration\": 951.0, \"total_sessions\": 3, \"mean_week_duration\": 36.577}}, {\"59365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-12-30 18:48:33.000000+00:00\", \"2019-09-23 09:53:27.000000+00:00\"], \"session_ids\": [\"53c56634-b936-4a0d-9ad5-25eae68a2093\", \"76cb281d-861d-431d-8495-467295d12a7c\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 9.643}}, {\"90608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-05 11:24:47.000000+00:00\", \"2021-04-17 01:23:24.000000+00:00\", \"2021-08-08 20:11:08.000000+00:00\"], \"session_ids\": [\"cc0393eb-9c15-4ade-9c65-10914b3dec0c\", \"34951b50-3473-4cd9-8072-52dba3ffb526\", \"8b03e81f-9ad3-4e84-a289-1e266fe10155\"], \"total_duration\": 325.0, \"total_sessions\": 3, \"mean_week_duration\": 9.028}}, {\"2142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-05-28 00:28:34.000000+00:00\", \"2022-01-01 16:27:06.000000+00:00\"], \"session_ids\": [\"89b018e8-4a56-4818-99d0-a36f96516d2d\", \"3ba677e4-8207-42a7-b8bd-00307d5071b2\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 5.583}}]\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[{\"65680\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-07 07:29:31.000000+00:00\", \"2020-07-09 00:18:17.000000+00:00\", \"2021-01-04 02:13:03.000000+00:00\"], \"session_ids\": [\"2ae931b9-4b3e-4e59-b29b-c404f81ddaf2\", \"54b9a409-1c94-46a2-8e72-8ebcb1f84ae3\", \"18bf138d-43b1-497e-9166-d2cfb15df7ca\"], \"total_duration\": 951.0, \"total_sessions\": 3, \"mean_week_duration\": 36.577}}, {\"59365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-12-30 18:48:33.000000+00:00\", \"2019-09-23 09:53:27.000000+00:00\"], \"session_ids\": [\"53c56634-b936-4a0d-9ad5-25eae68a2093\", \"76cb281d-861d-431d-8495-467295d12a7c\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 9.643}}, {\"90608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-05 11:24:47.000000+00:00\", \"2021-04-17 01:23:24.000000+00:00\", \"2021-08-08 20:11:08.000000+00:00\"], \"session_ids\": [\"cc0393eb-9c15-4ade-9c65-10914b3dec0c\", \"34951b50-3473-4cd9-8072-52dba3ffb526\", \"8b03e81f-9ad3-4e84-a289-1e266fe10155\"], \"total_duration\": 325.0, \"total_sessions\": 3, \"mean_week_duration\": 9.028}}, {\"2142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-05-28 00:28:34.000000+00:00\", \"2022-01-01 16:27:06.000000+00:00\"], \"session_ids\": [\"89b018e8-4a56-4818-99d0-a36f96516d2d\", \"3ba677e4-8207-42a7-b8bd-00307d5071b2\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 5.583}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user whose app usage time per week is greater than 42 and less than 9 , moreover execute sorting by name of the city in asc 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{\"11348\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-09-15 23:53:56.000000+00:00\", \"2019-10-26 17:28:03.000000+00:00\", \"2022-05-13 17:04:40.000000+00:00\", \"2020-10-28 07:25:50.000000+00:00\", \"2021-07-13 03:51:11.000000+00:00\", \"2020-10-11 04:43:36.000000+00:00\", \"2020-04-25 03:21:56.000000+00:00\", \"2022-12-26 23:08:38.000000+00:00\"], \"session_ids\": [\"ef7cdd78-cf27-4427-9d6f-b6ae15bc647c\", \"ac043950-bfd0-4178-b4ba-c23804635469\", \"c4387c90-f641-4fdc-866e-d37d993d2d0d\", \"fe0ecbbc-fe32-4d9f-9d7e-e8dffc182045\", \"3003c6d1-cac5-44eb-a503-635947fe494a\", \"3e16195f-9a55-48a1-87f5-e4cbdb52b3a8\", \"ad5ee05d-e893-488a-8c4f-d9e7ce663672\", \"c916e0cd-437f-419f-9d68-565b0ade7b0c\"], \"total_duration\": 9253.0, \"total_sessions\": 8, \"mean_week_duration\": 54.111}, \"22676\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-07 08:22:44.000000+00:00\", \"2020-06-23 09:08:38.000000+00:00\"], \"session_ids\": [\"2ab1f5c5-745f-4322-a820-bf282708f44e\", \"48df8368-8088-45da-946b-3c81f07a6b32\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.763}, \"19417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-12-29 08:03:55.000000+00:00\", \"2019-12-10 18:43:48.000000+00:00\", \"2022-05-07 20:45:38.000000+00:00\", \"2021-02-25 01:18:37.000000+00:00\", \"2022-05-20 17:07:20.000000+00:00\", \"2022-09-06 01:01:08.000000+00:00\", \"2021-05-17 23:26:53.000000+00:00\"], \"session_ids\": [\"b1d42379-5a15-4f26-9175-0b335fee4421\", \"f946b5fc-f41d-472b-bb91-e3cdea7e807f\", \"2dccb979-9cdb-4d2e-a9ac-e7185390e74a\", \"d9a1d066-3537-4b42-8b81-d915ac093cae\", \"4074b69f-b2ec-4088-92f9-03b1c5bef7ee\", \"1edaafe1-7683-4ca4-892e-d7b05d4fc1fa\", \"68e9e1c1-1bd5-4a4f-83a0-8154d918a7bf\"], \"total_duration\": 369.0, \"total_sessions\": 7, \"mean_week_duration\": 2.58}, \"43605\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-11 14:04:43.000000+00:00\", \"2020-06-24 02:34:26.000000+00:00\", \"2020-07-28 18:07:15.000000+00:00\"], \"session_ids\": [\"df814762-09ea-4771-b25e-5a79227f813b\", \"3af1c5ee-99c8-46c0-933f-674398ae679e\", \"adcd2195-b592-4220-b3c2-71dd3c5172ac\"], \"total_duration\": 777.0, \"total_sessions\": 3, \"mean_week_duration\": 31.08}, \"32168\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2022-08-29 23:39:32.000000+00:00\", \"2022-09-28 21:59:51.000000+00:00\"], \"session_ids\": [\"aa8f743e-f5e1-4d78-b20b-b92373a6eb24\", \"2003739f-c86f-45d1-a8d1-e8c7aca78437\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 22.2}, \"61350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-07-21 02:45:40.000000+00:00\", \"2021-05-03 20:29:44.000000+00:00\", \"2021-03-21 19:40:28.000000+00:00\", \"2019-02-21 14:31:30.000000+00:00\", \"2019-09-19 06:16:47.000000+00:00\", \"2022-09-02 19:29:03.000000+00:00\"], \"session_ids\": [\"1fce5723-710a-4631-974c-a2e9ff6f7fab\", \"b05f06e7-fb29-4faa-abe0-7798f47adfc9\", \"a3360f32-77d2-41ba-bdf1-982bd93255a7\", \"4a42a95d-17c4-4030-8f21-73cba41c519d\", \"76bc2fc2-2759-4337-954d-81e96b06640c\", \"330d52e3-2e09-4788-a31f-d7ee15f89dcf\"], \"total_duration\": 1720.0, \"total_sessions\": 6, \"mean_week_duration\": 9.297}, \"39680\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-26 08:25:49.000000+00:00\", \"2019-01-13 10:35:13.000000+00:00\", \"2023-05-15 11:09:28.000000+00:00\"], \"session_ids\": [\"4ff66e5f-e1d7-4897-9aee-1194007b68ad\", \"6a82b6ed-5a19-490c-8155-02edf358fdd6\", \"383594b2-57ed-4b14-a9ce-eb990c591db8\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.11}, \"34252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-26 19:03:12.000000+00:00\", \"2023-05-02 18:42:31.000000+00:00\", \"2022-03-24 03:57:37.000000+00:00\"], \"session_ids\": [\"9f7a0607-8a37-47c2-975f-ded5d7d9d65e\", \"002059ca-642a-4d03-b7a5-3c4be0cacbea\", \"1d33918c-a55f-4b10-939b-2dcaf536378c\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 2.65}, \"23631\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-07 10:17:20.000000+00:00\", \"2021-03-18 01:00:58.000000+00:00\", \"2023-03-10 19:57:03.000000+00:00\", \"2019-10-17 20:16:15.000000+00:00\", \"2021-10-18 12:42:36.000000+00:00\"], \"session_ids\": [\"9b448bba-a1e6-4784-9c45-192abe0b6691\", \"30e652a6-33fe-4b77-a7e0-c00933be5a41\", \"21b7b1e9-0701-4d62-8c58-e54a54f1795b\", \"184d2055-4642-4884-a0ed-f29a1d4e1579\", \"0d48d431-90ff-4b34-b555-3439868d4cc0\"], \"total_duration\": 2514.0, \"total_sessions\": 5, \"mean_week_duration\": 14.203}, \"78551\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-13 06:52:07.000000+00:00\", \"2022-09-07 02:26:58.000000+00:00\"], \"session_ids\": [\"36a58dfc-78cf-4d4a-b1a6-6d18d5c5092e\", \"a89afeb5-fd93-40aa-b3f6-e34a17fd717c\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.926}}\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 9 and are equal or greater than 42"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 42]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22676\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-07 08:22:44.000000+00:00\", \"2020-06-23 09:08:38.000000+00:00\"], \"session_ids\": [\"2ab1f5c5-745f-4322-a820-bf282708f44e\", \"48df8368-8088-45da-946b-3c81f07a6b32\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.763}, \"19417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-12-29 08:03:55.000000+00:00\", \"2019-12-10 18:43:48.000000+00:00\", \"2022-05-07 20:45:38.000000+00:00\", \"2021-02-25 01:18:37.000000+00:00\", \"2022-05-20 17:07:20.000000+00:00\", \"2022-09-06 01:01:08.000000+00:00\", \"2021-05-17 23:26:53.000000+00:00\"], \"session_ids\": [\"b1d42379-5a15-4f26-9175-0b335fee4421\", \"f946b5fc-f41d-472b-bb91-e3cdea7e807f\", \"2dccb979-9cdb-4d2e-a9ac-e7185390e74a\", \"d9a1d066-3537-4b42-8b81-d915ac093cae\", \"4074b69f-b2ec-4088-92f9-03b1c5bef7ee\", \"1edaafe1-7683-4ca4-892e-d7b05d4fc1fa\", \"68e9e1c1-1bd5-4a4f-83a0-8154d918a7bf\"], \"total_duration\": 369.0, \"total_sessions\": 7, \"mean_week_duration\": 2.58}, \"39680\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-26 08:25:49.000000+00:00\", \"2019-01-13 10:35:13.000000+00:00\", \"2023-05-15 11:09:28.000000+00:00\"], \"session_ids\": [\"4ff66e5f-e1d7-4897-9aee-1194007b68ad\", \"6a82b6ed-5a19-490c-8155-02edf358fdd6\", \"383594b2-57ed-4b14-a9ce-eb990c591db8\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.11}, \"34252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-26 19:03:12.000000+00:00\", \"2023-05-02 18:42:31.000000+00:00\", \"2022-03-24 03:57:37.000000+00:00\"], \"session_ids\": [\"9f7a0607-8a37-47c2-975f-ded5d7d9d65e\", \"002059ca-642a-4d03-b7a5-3c4be0cacbea\", \"1d33918c-a55f-4b10-939b-2dcaf536378c\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 2.65}, \"78551\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-13 06:52:07.000000+00:00\", \"2022-09-07 02:26:58.000000+00:00\"], \"session_ids\": [\"36a58dfc-78cf-4d4a-b1a6-6d18d5c5092e\", \"a89afeb5-fd93-40aa-b3f6-e34a17fd717c\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.926}, \"11348\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-09-15 23:53:56.000000+00:00\", \"2019-10-26 17:28:03.000000+00:00\", \"2022-05-13 17:04:40.000000+00:00\", \"2020-10-28 07:25:50.000000+00:00\", \"2021-07-13 03:51:11.000000+00:00\", \"2020-10-11 04:43:36.000000+00:00\", \"2020-04-25 03:21:56.000000+00:00\", \"2022-12-26 23:08:38.000000+00:00\"], \"session_ids\": [\"ef7cdd78-cf27-4427-9d6f-b6ae15bc647c\", \"ac043950-bfd0-4178-b4ba-c23804635469\", \"c4387c90-f641-4fdc-866e-d37d993d2d0d\", \"fe0ecbbc-fe32-4d9f-9d7e-e8dffc182045\", \"3003c6d1-cac5-44eb-a503-635947fe494a\", \"3e16195f-9a55-48a1-87f5-e4cbdb52b3a8\", \"ad5ee05d-e893-488a-8c4f-d9e7ce663672\", \"c916e0cd-437f-419f-9d68-565b0ade7b0c\"], \"total_duration\": 9253.0, \"total_sessions\": 8, \"mean_week_duration\": 54.111}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"34252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-26 19:03:12.000000+00:00\", \"2023-05-02 18:42:31.000000+00:00\", \"2022-03-24 03:57:37.000000+00:00\"], \"session_ids\": [\"9f7a0607-8a37-47c2-975f-ded5d7d9d65e\", \"002059ca-642a-4d03-b7a5-3c4be0cacbea\", \"1d33918c-a55f-4b10-939b-2dcaf536378c\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 2.65}}, {\"19417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-12-29 08:03:55.000000+00:00\", \"2019-12-10 18:43:48.000000+00:00\", \"2022-05-07 20:45:38.000000+00:00\", \"2021-02-25 01:18:37.000000+00:00\", \"2022-05-20 17:07:20.000000+00:00\", \"2022-09-06 01:01:08.000000+00:00\", \"2021-05-17 23:26:53.000000+00:00\"], \"session_ids\": [\"b1d42379-5a15-4f26-9175-0b335fee4421\", \"f946b5fc-f41d-472b-bb91-e3cdea7e807f\", \"2dccb979-9cdb-4d2e-a9ac-e7185390e74a\", \"d9a1d066-3537-4b42-8b81-d915ac093cae\", \"4074b69f-b2ec-4088-92f9-03b1c5bef7ee\", \"1edaafe1-7683-4ca4-892e-d7b05d4fc1fa\", \"68e9e1c1-1bd5-4a4f-83a0-8154d918a7bf\"], \"total_duration\": 369.0, \"total_sessions\": 7, \"mean_week_duration\": 2.58}}, {\"11348\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-09-15 23:53:56.000000+00:00\", \"2019-10-26 17:28:03.000000+00:00\", \"2022-05-13 17:04:40.000000+00:00\", \"2020-10-28 07:25:50.000000+00:00\", \"2021-07-13 03:51:11.000000+00:00\", \"2020-10-11 04:43:36.000000+00:00\", \"2020-04-25 03:21:56.000000+00:00\", \"2022-12-26 23:08:38.000000+00:00\"], \"session_ids\": [\"ef7cdd78-cf27-4427-9d6f-b6ae15bc647c\", \"ac043950-bfd0-4178-b4ba-c23804635469\", \"c4387c90-f641-4fdc-866e-d37d993d2d0d\", \"fe0ecbbc-fe32-4d9f-9d7e-e8dffc182045\", \"3003c6d1-cac5-44eb-a503-635947fe494a\", \"3e16195f-9a55-48a1-87f5-e4cbdb52b3a8\", \"ad5ee05d-e893-488a-8c4f-d9e7ce663672\", \"c916e0cd-437f-419f-9d68-565b0ade7b0c\"], \"total_duration\": 9253.0, \"total_sessions\": 8, \"mean_week_duration\": 54.111}}, {\"78551\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-13 06:52:07.000000+00:00\", \"2022-09-07 02:26:58.000000+00:00\"], \"session_ids\": [\"36a58dfc-78cf-4d4a-b1a6-6d18d5c5092e\", \"a89afeb5-fd93-40aa-b3f6-e34a17fd717c\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.926}}, {\"22676\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-07 08:22:44.000000+00:00\", \"2020-06-23 09:08:38.000000+00:00\"], \"session_ids\": [\"2ab1f5c5-745f-4322-a820-bf282708f44e\", \"48df8368-8088-45da-946b-3c81f07a6b32\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.763}}, {\"39680\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-26 08:25:49.000000+00:00\", \"2019-01-13 10:35:13.000000+00:00\", \"2023-05-15 11:09:28.000000+00:00\"], \"session_ids\": [\"4ff66e5f-e1d7-4897-9aee-1194007b68ad\", \"6a82b6ed-5a19-490c-8155-02edf358fdd6\", \"383594b2-57ed-4b14-a9ce-eb990c591db8\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.11}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"34252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-26 19:03:12.000000+00:00\", \"2023-05-02 18:42:31.000000+00:00\", \"2022-03-24 03:57:37.000000+00:00\"], \"session_ids\": [\"9f7a0607-8a37-47c2-975f-ded5d7d9d65e\", \"002059ca-642a-4d03-b7a5-3c4be0cacbea\", \"1d33918c-a55f-4b10-939b-2dcaf536378c\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 2.65}}]\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[{\"34252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-26 19:03:12.000000+00:00\", \"2023-05-02 18:42:31.000000+00:00\", \"2022-03-24 03:57:37.000000+00:00\"], \"session_ids\": [\"9f7a0607-8a37-47c2-975f-ded5d7d9d65e\", \"002059ca-642a-4d03-b7a5-3c4be0cacbea\", \"1d33918c-a55f-4b10-939b-2dcaf536378c\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 2.65}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 6 users whose median of duration of sessions per week is 3 as well as carry out sorting by town title ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-02-11 06:18:10.000000+00:00\", \"2022-06-01 11:24:53.000000+00:00\", \"2022-11-15 04:17:34.000000+00:00\"], \"session_ids\": [\"81071fcc-baa0-408e-a7ef-f165399a8586\", \"093eff9f-e6ee-4a9b-a571-4d484ac32e35\", \"c1a32ee2-2df1-42e1-830c-53adc30ab352\"], \"total_duration\": 1009.0, \"total_sessions\": 3, \"mean_week_duration\": 25.225}, \"57439\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-22 23:07:48.000000+00:00\", \"2019-09-10 01:54:21.000000+00:00\"], \"session_ids\": [\"122ad3a6-d2aa-446d-a13c-c1a1cdcd2899\", \"0d418e8c-2edd-4dd2-b45a-a28fda14d82c\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 2.252}, \"84592\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-12-30 19:51:57.000000+00:00\", \"2019-09-14 23:42:40.000000+00:00\"], \"session_ids\": [\"844d69d2-f85a-4a00-9834-1c358870741b\", \"ca849d38-34f3-4987-9eb1-f7b6d7fc5576\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.544}, \"76432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-08-14 03:14:13.000000+00:00\", \"2020-01-20 19:46:38.000000+00:00\"], \"session_ids\": [\"2e4e0eb4-9b6e-4db6-8577-8e4828340cc7\", \"2bb8514f-0401-4fbd-92ec-0046434980e1\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.799}, \"14883\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-30 13:16:18.000000+00:00\", \"2022-05-15 22:40:58.000000+00:00\"], \"session_ids\": [\"c54e9bfd-58a0-49c5-8cc2-43ee7117a595\", \"377f27cf-7e7c-48cb-9c24-adb9e057ac27\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.883}, \"54475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-21 14:43:51.000000+00:00\", \"2020-11-30 13:57:03.000000+00:00\", \"2019-01-13 20:05:47.000000+00:00\", \"2022-05-18 05:16:05.000000+00:00\", \"2023-03-16 08:30:37.000000+00:00\", \"2022-04-24 07:59:29.000000+00:00\"], \"session_ids\": [\"9a258940-0ae9-4285-a290-c1c6d1b1012e\", \"4c2fb22a-7be9-466f-aabf-38257e435d9f\", \"42fba825-0ba6-48a3-891f-d8189460a1c0\", \"e77055f9-3d2c-4489-adaa-97b172a65ab8\", \"76af784b-22ae-4031-9f27-b6aedf1a54cf\", \"ff236ed4-2cbd-45a3-93a6-4f49f8cddbaa\"], \"total_duration\": 4733.0, \"total_sessions\": 6, \"mean_week_duration\": 21.711}, \"28592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-22 02:57:11.000000+00:00\", \"2019-09-04 16:29:37.000000+00:00\"], \"session_ids\": [\"208f9e77-ab6d-4382-ad12-dbc989a40a34\", \"0889b4f4-75b7-414c-a138-c00f9d7f183c\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 32.833}, \"31905\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-24 21:24:22.000000+00:00\", \"2021-03-22 03:32:27.000000+00:00\", \"2021-03-16 11:50:20.000000+00:00\"], \"session_ids\": [\"310ae2db-6180-4680-9420-137d20792ea5\", \"81bb5a4f-01d9-40eb-86e8-206c3a3e3f43\", \"bd18a050-89be-4343-beea-1106aa90dd72\"], \"total_duration\": 994.0, \"total_sessions\": 3, \"mean_week_duration\": 497.0}, \"11401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-16 23:13:58.000000+00:00\", \"2019-05-08 19:42:57.000000+00:00\", \"2020-05-04 04:59:17.000000+00:00\"], \"session_ids\": [\"afaa46e4-4ebf-4ea3-845a-a5e6671a5d92\", \"7253d81c-c476-41cc-8f67-8ccf815d6377\", \"67aac067-f989-4c78-930b-d51765744553\"], \"total_duration\": 932.0, \"total_sessions\": 3, \"mean_week_duration\": 4.438}, \"4593\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-21 12:56:00.000000+00:00\", \"2023-02-15 11:37:35.000000+00:00\"], \"session_ids\": [\"cc22c47a-f203-4840-ab2c-c05b0c19aa70\", \"51a4bfe5-916d-4be4-ab6e-62e02d6cd294\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 47]]}}}\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": "Can you give me information regarding 7 users with a all sessions quantity that is higher than 3 and lower than 9 plus implement sorting by total_duration in asc , moreover get rid of all records, except 4."
}
] |
[
{
"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{\"35186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-06-01 16:31:53.000000+00:00\", \"2019-01-04 02:52:01.000000+00:00\"], \"session_ids\": [\"f9b26af3-d057-4380-bcda-d145b78e7bfc\", \"a08a3924-7797-47d1-ba4a-54b168863fa8\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 4.351}, \"34121\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-11 05:08:11.000000+00:00\", \"2020-05-23 03:30:41.000000+00:00\"], \"session_ids\": [\"5cddeaca-4077-4ac8-95bb-1d16a9b41a53\", \"a6858459-af2a-4d9e-9120-24ea65f2f4cc\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 7.691}, \"44713\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-09-24 13:39:48.000000+00:00\", \"2019-05-21 12:01:44.000000+00:00\"], \"session_ids\": [\"f0355878-ceac-4d4b-9dba-5dc3074c3743\", \"108cea2a-c989-4797-ad70-dc53ce337ac1\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 26.222}, \"94858\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-11-24 01:07:41.000000+00:00\", \"2022-09-10 22:08:07.000000+00:00\"], \"session_ids\": [\"36b300ee-08ab-4d4e-a466-8633f2e584b5\", \"d776e837-e66a-4f6c-8936-3f255924872e\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.363}, \"60171\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-25 12:03:45.000000+00:00\", \"2021-05-20 21:57:06.000000+00:00\"], \"session_ids\": [\"27368b47-99d2-4cf4-86b1-f03223a8863b\", \"0ea72544-249a-4ccd-9c79-e6e70ba7a70b\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 13.167}, \"70382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-02 23:41:14.000000+00:00\", \"2021-04-22 05:10:37.000000+00:00\", \"2021-11-21 08:50:00.000000+00:00\"], \"session_ids\": [\"3bd18a3d-81fb-4b5e-9264-16d1ada77ac9\", \"d4d4c98e-9812-4a21-8ade-f5be5075079d\", \"5a13de0d-e483-4e27-85ba-f4166f19060a\"], \"total_duration\": 1036.0, \"total_sessions\": 3, \"mean_week_duration\": 7.507}, \"85126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-28 16:51:56.000000+00:00\", \"2019-11-08 01:09:39.000000+00:00\"], \"session_ids\": [\"0cf3a900-fd56-410a-9b11-b7ce6046ee0c\", \"ebb4465d-46f4-409c-8be2-d2625019e80b\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 3.17}, \"95604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-06-29 01:19:08.000000+00:00\", \"2020-10-03 08:14:40.000000+00:00\"], \"session_ids\": [\"2701248c-599b-4421-be5e-26e1d4264cf3\", \"7ace19c5-4130-472a-ab21-520f957867f0\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 2.643}, \"87694\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-07 02:17:22.000000+00:00\", \"2022-03-09 14:12:47.000000+00:00\"], \"session_ids\": [\"9aeaeeb2-4ccf-4318-bf6a-bbb34e144b44\", \"01057c65-7673-4eb6-a10d-3e512cdf4e37\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 4.254}, \"78893\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-06 05:01:29.000000+00:00\", \"2021-07-28 19:23:21.000000+00:00\", \"2020-04-11 00:37:33.000000+00:00\"], \"session_ids\": [\"156d6866-0dc1-47ff-999c-f99ce4de101e\", \"76889e88-65cd-4711-b1f6-185da0be13f8\", \"7adddf19-b505-4f7e-bf35-b6b0c3a8dfb8\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 1.029}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 3 and are equal or less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[3, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-02 23:41:14.000000+00:00\", \"2021-04-22 05:10:37.000000+00:00\", \"2021-11-21 08:50:00.000000+00:00\"], \"session_ids\": [\"3bd18a3d-81fb-4b5e-9264-16d1ada77ac9\", \"d4d4c98e-9812-4a21-8ade-f5be5075079d\", \"5a13de0d-e483-4e27-85ba-f4166f19060a\"], \"total_duration\": 1036.0, \"total_sessions\": 3, \"mean_week_duration\": 7.507}, \"78893\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-06 05:01:29.000000+00:00\", \"2021-07-28 19:23:21.000000+00:00\", \"2020-04-11 00:37:33.000000+00:00\"], \"session_ids\": [\"156d6866-0dc1-47ff-999c-f99ce4de101e\", \"76889e88-65cd-4711-b1f6-185da0be13f8\", \"7adddf19-b505-4f7e-bf35-b6b0c3a8dfb8\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 1.029}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78893\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-06 05:01:29.000000+00:00\", \"2021-07-28 19:23:21.000000+00:00\", \"2020-04-11 00:37:33.000000+00:00\"], \"session_ids\": [\"156d6866-0dc1-47ff-999c-f99ce4de101e\", \"76889e88-65cd-4711-b1f6-185da0be13f8\", \"7adddf19-b505-4f7e-bf35-b6b0c3a8dfb8\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 1.029}}, {\"70382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-02 23:41:14.000000+00:00\", \"2021-04-22 05:10:37.000000+00:00\", \"2021-11-21 08:50:00.000000+00:00\"], \"session_ids\": [\"3bd18a3d-81fb-4b5e-9264-16d1ada77ac9\", \"d4d4c98e-9812-4a21-8ade-f5be5075079d\", \"5a13de0d-e483-4e27-85ba-f4166f19060a\"], \"total_duration\": 1036.0, \"total_sessions\": 3, \"mean_week_duration\": 7.507}}]\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[{\"78893\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-06 05:01:29.000000+00:00\", \"2021-07-28 19:23:21.000000+00:00\", \"2020-04-11 00:37:33.000000+00:00\"], \"session_ids\": [\"156d6866-0dc1-47ff-999c-f99ce4de101e\", \"76889e88-65cd-4711-b1f6-185da0be13f8\", \"7adddf19-b505-4f7e-bf35-b6b0c3a8dfb8\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 1.029}}, {\"70382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-02 23:41:14.000000+00:00\", \"2021-04-22 05:10:37.000000+00:00\", \"2021-11-21 08:50:00.000000+00:00\"], \"session_ids\": [\"3bd18a3d-81fb-4b5e-9264-16d1ada77ac9\", \"d4d4c98e-9812-4a21-8ade-f5be5075079d\", \"5a13de0d-e483-4e27-85ba-f4166f19060a\"], \"total_duration\": 1036.0, \"total_sessions\": 3, \"mean_week_duration\": 7.507}}]\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[{\"78893\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-06 05:01:29.000000+00:00\", \"2021-07-28 19:23:21.000000+00:00\", \"2020-04-11 00:37:33.000000+00:00\"], \"session_ids\": [\"156d6866-0dc1-47ff-999c-f99ce4de101e\", \"76889e88-65cd-4711-b1f6-185da0be13f8\", \"7adddf19-b505-4f7e-bf35-b6b0c3a8dfb8\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 1.029}}, {\"70382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-02 23:41:14.000000+00:00\", \"2021-04-22 05:10:37.000000+00:00\", \"2021-11-21 08:50:00.000000+00:00\"], \"session_ids\": [\"3bd18a3d-81fb-4b5e-9264-16d1ada77ac9\", \"d4d4c98e-9812-4a21-8ade-f5be5075079d\", \"5a13de0d-e483-4e27-85ba-f4166f19060a\"], \"total_duration\": 1036.0, \"total_sessions\": 3, \"mean_week_duration\": 7.507}}]\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 user with a mean of duration of sessions per week of sessions that is higher than 36 and lower than 7 + apply sorting by total_sessions desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25672\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-16 20:46:21.000000+00:00\", \"2021-09-19 08:13:32.000000+00:00\", \"2022-09-15 04:30:13.000000+00:00\"], \"session_ids\": [\"7ae90433-eccb-4e00-b2d5-92045ea49d66\", \"3092dedb-6d95-4def-b93f-381509596481\", \"18dd3719-8a03-4522-a14d-10eafd163dae\"], \"total_duration\": 198.0, \"total_sessions\": 3, \"mean_week_duration\": 3.808}, \"24041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-19 14:53:27.000000+00:00\", \"2023-03-11 03:20:14.000000+00:00\"], \"session_ids\": [\"1f8281aa-ee3b-46cf-b157-02ccabd60b01\", \"9d01c5e7-ea19-42be-9df6-90699a614ccb\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 3.282}, \"31879\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-03 00:43:11.000000+00:00\", \"2022-11-26 16:34:30.000000+00:00\"], \"session_ids\": [\"dba52f40-69ea-4611-8f90-f188aebefea1\", \"b912f15a-8b75-460e-92c2-dedbcb2ae08f\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.133}, \"95199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-17 04:45:13.000000+00:00\", \"2022-11-22 10:24:00.000000+00:00\", \"2019-07-15 11:27:10.000000+00:00\", \"2021-04-05 06:16:27.000000+00:00\", \"2022-05-11 02:40:57.000000+00:00\", \"2023-04-30 11:52:57.000000+00:00\", \"2020-05-10 17:02:39.000000+00:00\", \"2021-06-22 11:44:26.000000+00:00\", \"2022-03-17 06:37:37.000000+00:00\", \"2022-12-07 05:18:31.000000+00:00\"], \"session_ids\": [\"1d2cf6b5-3895-4d87-aada-2267216eb200\", \"a40bfd63-9ffd-4493-82b2-1ba76746525f\", \"cd669082-1942-4f70-bbbf-003fcd498621\", \"1bc2c7c6-c650-4d41-86bd-6c11b7a9f9d9\", \"e9cabed3-8e31-46c0-a2ec-47139cdeb73c\", \"f495e3cd-d1b8-47fe-a856-64b9b0a4c3a4\", \"4f74bd3b-b2a7-4d80-b8ba-36fcac2a96ee\", \"ff9b2f4a-4211-4d42-9522-233caf84faed\", \"5d02f3a2-bed9-4e19-a611-8d17c36c8539\", \"69bafaae-c7f8-4117-84a3-7c07ebf7de8a\"], \"total_duration\": 32826.0, \"total_sessions\": 10, \"mean_week_duration\": 165.788}, \"61489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-17 20:10:52.000000+00:00\", \"2020-07-22 23:26:48.000000+00:00\", \"2019-09-21 09:24:07.000000+00:00\", \"2020-01-18 19:13:02.000000+00:00\", \"2020-07-18 20:04:54.000000+00:00\", \"2020-06-25 05:42:22.000000+00:00\", \"2020-03-14 20:18:55.000000+00:00\", \"2020-08-05 15:50:58.000000+00:00\", \"2021-09-06 17:20:39.000000+00:00\", \"2023-06-03 07:17:01.000000+00:00\", \"2020-08-17 17:42:12.000000+00:00\"], \"session_ids\": [\"81340468-b860-4931-82e2-1a4e284c6d76\", \"f9ae107d-4ac3-49a6-ad30-ed2ce50ed821\", \"52b5161f-9a4a-4fc4-914c-979162cc120d\", \"3ef904f0-805e-4cd4-b6a5-3ec6af497292\", \"b99668db-5c62-4825-abe8-19563f55353e\", \"f7610769-0c25-40b6-b760-f4ae318a5c13\", \"02d7c7f9-77f6-4538-9d49-a5252824c278\", \"8ba72317-7c04-4c81-b718-60a8965e1938\", \"40d095c5-c9aa-4a17-bc74-6a93fc7f01d6\", \"a3c1593d-8af9-4d13-8b1c-f16d64f9e4bc\", \"710a4adf-a8ab-4c04-ab24-e5cbf9905600\"], \"total_duration\": 12217.0, \"total_sessions\": 11, \"mean_week_duration\": 63.301}, \"70256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-06-17 12:28:02.000000+00:00\", \"2022-09-08 08:54:02.000000+00:00\"], \"session_ids\": [\"6942d8f4-8895-4f74-a125-efa2cb758a48\", \"fbac7717-021a-442c-96e9-04d814d8e469\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 11.659}, \"26440\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-12 12:22:15.000000+00:00\", \"2020-12-02 22:45:55.000000+00:00\", \"2023-06-26 19:19:00.000000+00:00\", \"2020-06-20 03:10:57.000000+00:00\", \"2021-12-17 01:14:59.000000+00:00\", \"2019-10-07 17:46:33.000000+00:00\", \"2020-10-02 09:03:43.000000+00:00\", \"2023-04-15 07:20:12.000000+00:00\"], \"session_ids\": [\"f3284018-67c5-4444-ab13-4f27b1b4f5e1\", \"c8bf27f5-dd7f-42ae-bb6a-0b2d2ddff370\", \"d531bfb6-02aa-4158-8dd5-f09064500f75\", \"d3ae5eb5-b989-4b2e-85d5-2ada91916d5b\", \"cb068ba2-a5a5-4d2a-88aa-451664cb42dc\", \"360fed63-d41d-441a-a4a0-2f63242ebeba\", \"b8fbffc0-7ed2-44f2-a81d-074f51fe9a12\", \"1af7b43f-a8d6-48ff-994d-654652d32a9d\"], \"total_duration\": 596.0, \"total_sessions\": 8, \"mean_week_duration\": 3.072}, \"99737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-20 04:07:25.000000+00:00\", \"2023-03-22 05:27:38.000000+00:00\", \"2019-06-22 09:58:40.000000+00:00\", \"2021-10-28 11:23:43.000000+00:00\", \"2020-04-16 23:52:10.000000+00:00\", \"2020-05-05 04:27:34.000000+00:00\"], \"session_ids\": [\"2223e6a5-20be-4802-a938-550fb104cc86\", \"9fe395a7-4cc6-4e64-891a-bc0723939047\", \"d5ecaf1e-3ee7-4424-83eb-8168cc50d2e9\", \"9639743d-2f5f-4659-9431-e50df2a8480e\", \"3c3c281a-b6df-49ca-b2c0-8477f6db1250\", \"d714fb0b-c927-4220-be5b-b79130e5ed41\"], \"total_duration\": 121.0, \"total_sessions\": 6, \"mean_week_duration\": 0.579}, \"76042\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-01 17:55:17.000000+00:00\", \"2022-06-02 03:20:43.000000+00:00\", \"2019-09-24 15:00:49.000000+00:00\"], \"session_ids\": [\"8c3d7671-103c-4247-9bc8-e2af0727d24b\", \"72e0d618-552d-4efb-8390-687a0b8d1f30\", \"76f77e91-c29d-4ffa-a6bc-5137a36a1124\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.271}, \"21371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-12-06 08:45:36.000000+00:00\", \"2019-01-23 22:28:36.000000+00:00\", \"2021-02-01 18:35:01.000000+00:00\", \"2021-05-13 21:01:30.000000+00:00\"], \"session_ids\": [\"be17a50e-3133-419f-9d44-2bc1cf2354bd\", \"6f2542be-5636-4c79-a103-16381b96d5e1\", \"f083cb87-7dfb-4855-8eab-4ba906a74f02\", \"50c27c00-68a3-403a-b23a-83e1e17c2807\"], \"total_duration\": 110.0, \"total_sessions\": 4, \"mean_week_duration\": 0.917}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 7 and are equal or greater than 36"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 36]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25672\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-16 20:46:21.000000+00:00\", \"2021-09-19 08:13:32.000000+00:00\", \"2022-09-15 04:30:13.000000+00:00\"], \"session_ids\": [\"7ae90433-eccb-4e00-b2d5-92045ea49d66\", \"3092dedb-6d95-4def-b93f-381509596481\", \"18dd3719-8a03-4522-a14d-10eafd163dae\"], \"total_duration\": 198.0, \"total_sessions\": 3, \"mean_week_duration\": 3.808}, \"24041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-19 14:53:27.000000+00:00\", \"2023-03-11 03:20:14.000000+00:00\"], \"session_ids\": [\"1f8281aa-ee3b-46cf-b157-02ccabd60b01\", \"9d01c5e7-ea19-42be-9df6-90699a614ccb\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 3.282}, \"31879\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-03 00:43:11.000000+00:00\", \"2022-11-26 16:34:30.000000+00:00\"], \"session_ids\": [\"dba52f40-69ea-4611-8f90-f188aebefea1\", \"b912f15a-8b75-460e-92c2-dedbcb2ae08f\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.133}, \"26440\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-12 12:22:15.000000+00:00\", \"2020-12-02 22:45:55.000000+00:00\", \"2023-06-26 19:19:00.000000+00:00\", \"2020-06-20 03:10:57.000000+00:00\", \"2021-12-17 01:14:59.000000+00:00\", \"2019-10-07 17:46:33.000000+00:00\", \"2020-10-02 09:03:43.000000+00:00\", \"2023-04-15 07:20:12.000000+00:00\"], \"session_ids\": [\"f3284018-67c5-4444-ab13-4f27b1b4f5e1\", \"c8bf27f5-dd7f-42ae-bb6a-0b2d2ddff370\", \"d531bfb6-02aa-4158-8dd5-f09064500f75\", \"d3ae5eb5-b989-4b2e-85d5-2ada91916d5b\", \"cb068ba2-a5a5-4d2a-88aa-451664cb42dc\", \"360fed63-d41d-441a-a4a0-2f63242ebeba\", \"b8fbffc0-7ed2-44f2-a81d-074f51fe9a12\", \"1af7b43f-a8d6-48ff-994d-654652d32a9d\"], \"total_duration\": 596.0, \"total_sessions\": 8, \"mean_week_duration\": 3.072}, \"99737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-20 04:07:25.000000+00:00\", \"2023-03-22 05:27:38.000000+00:00\", \"2019-06-22 09:58:40.000000+00:00\", \"2021-10-28 11:23:43.000000+00:00\", \"2020-04-16 23:52:10.000000+00:00\", \"2020-05-05 04:27:34.000000+00:00\"], \"session_ids\": [\"2223e6a5-20be-4802-a938-550fb104cc86\", \"9fe395a7-4cc6-4e64-891a-bc0723939047\", \"d5ecaf1e-3ee7-4424-83eb-8168cc50d2e9\", \"9639743d-2f5f-4659-9431-e50df2a8480e\", \"3c3c281a-b6df-49ca-b2c0-8477f6db1250\", \"d714fb0b-c927-4220-be5b-b79130e5ed41\"], \"total_duration\": 121.0, \"total_sessions\": 6, \"mean_week_duration\": 0.579}, \"76042\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-01 17:55:17.000000+00:00\", \"2022-06-02 03:20:43.000000+00:00\", \"2019-09-24 15:00:49.000000+00:00\"], \"session_ids\": [\"8c3d7671-103c-4247-9bc8-e2af0727d24b\", \"72e0d618-552d-4efb-8390-687a0b8d1f30\", \"76f77e91-c29d-4ffa-a6bc-5137a36a1124\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.271}, \"21371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-12-06 08:45:36.000000+00:00\", \"2019-01-23 22:28:36.000000+00:00\", \"2021-02-01 18:35:01.000000+00:00\", \"2021-05-13 21:01:30.000000+00:00\"], \"session_ids\": [\"be17a50e-3133-419f-9d44-2bc1cf2354bd\", \"6f2542be-5636-4c79-a103-16381b96d5e1\", \"f083cb87-7dfb-4855-8eab-4ba906a74f02\", \"50c27c00-68a3-403a-b23a-83e1e17c2807\"], \"total_duration\": 110.0, \"total_sessions\": 4, \"mean_week_duration\": 0.917}, \"95199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-17 04:45:13.000000+00:00\", \"2022-11-22 10:24:00.000000+00:00\", \"2019-07-15 11:27:10.000000+00:00\", \"2021-04-05 06:16:27.000000+00:00\", \"2022-05-11 02:40:57.000000+00:00\", \"2023-04-30 11:52:57.000000+00:00\", \"2020-05-10 17:02:39.000000+00:00\", \"2021-06-22 11:44:26.000000+00:00\", \"2022-03-17 06:37:37.000000+00:00\", \"2022-12-07 05:18:31.000000+00:00\"], \"session_ids\": [\"1d2cf6b5-3895-4d87-aada-2267216eb200\", \"a40bfd63-9ffd-4493-82b2-1ba76746525f\", \"cd669082-1942-4f70-bbbf-003fcd498621\", \"1bc2c7c6-c650-4d41-86bd-6c11b7a9f9d9\", \"e9cabed3-8e31-46c0-a2ec-47139cdeb73c\", \"f495e3cd-d1b8-47fe-a856-64b9b0a4c3a4\", \"4f74bd3b-b2a7-4d80-b8ba-36fcac2a96ee\", \"ff9b2f4a-4211-4d42-9522-233caf84faed\", \"5d02f3a2-bed9-4e19-a611-8d17c36c8539\", \"69bafaae-c7f8-4117-84a3-7c07ebf7de8a\"], \"total_duration\": 32826.0, \"total_sessions\": 10, \"mean_week_duration\": 165.788}, \"61489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-17 20:10:52.000000+00:00\", \"2020-07-22 23:26:48.000000+00:00\", \"2019-09-21 09:24:07.000000+00:00\", \"2020-01-18 19:13:02.000000+00:00\", \"2020-07-18 20:04:54.000000+00:00\", \"2020-06-25 05:42:22.000000+00:00\", \"2020-03-14 20:18:55.000000+00:00\", \"2020-08-05 15:50:58.000000+00:00\", \"2021-09-06 17:20:39.000000+00:00\", \"2023-06-03 07:17:01.000000+00:00\", \"2020-08-17 17:42:12.000000+00:00\"], \"session_ids\": [\"81340468-b860-4931-82e2-1a4e284c6d76\", \"f9ae107d-4ac3-49a6-ad30-ed2ce50ed821\", \"52b5161f-9a4a-4fc4-914c-979162cc120d\", \"3ef904f0-805e-4cd4-b6a5-3ec6af497292\", \"b99668db-5c62-4825-abe8-19563f55353e\", \"f7610769-0c25-40b6-b760-f4ae318a5c13\", \"02d7c7f9-77f6-4538-9d49-a5252824c278\", \"8ba72317-7c04-4c81-b718-60a8965e1938\", \"40d095c5-c9aa-4a17-bc74-6a93fc7f01d6\", \"a3c1593d-8af9-4d13-8b1c-f16d64f9e4bc\", \"710a4adf-a8ab-4c04-ab24-e5cbf9905600\"], \"total_duration\": 12217.0, \"total_sessions\": 11, \"mean_week_duration\": 63.301}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-17 20:10:52.000000+00:00\", \"2020-07-22 23:26:48.000000+00:00\", \"2019-09-21 09:24:07.000000+00:00\", \"2020-01-18 19:13:02.000000+00:00\", \"2020-07-18 20:04:54.000000+00:00\", \"2020-06-25 05:42:22.000000+00:00\", \"2020-03-14 20:18:55.000000+00:00\", \"2020-08-05 15:50:58.000000+00:00\", \"2021-09-06 17:20:39.000000+00:00\", \"2023-06-03 07:17:01.000000+00:00\", \"2020-08-17 17:42:12.000000+00:00\"], \"session_ids\": [\"81340468-b860-4931-82e2-1a4e284c6d76\", \"f9ae107d-4ac3-49a6-ad30-ed2ce50ed821\", \"52b5161f-9a4a-4fc4-914c-979162cc120d\", \"3ef904f0-805e-4cd4-b6a5-3ec6af497292\", \"b99668db-5c62-4825-abe8-19563f55353e\", \"f7610769-0c25-40b6-b760-f4ae318a5c13\", \"02d7c7f9-77f6-4538-9d49-a5252824c278\", \"8ba72317-7c04-4c81-b718-60a8965e1938\", \"40d095c5-c9aa-4a17-bc74-6a93fc7f01d6\", \"a3c1593d-8af9-4d13-8b1c-f16d64f9e4bc\", \"710a4adf-a8ab-4c04-ab24-e5cbf9905600\"], \"total_duration\": 12217.0, \"total_sessions\": 11, \"mean_week_duration\": 63.301}}, {\"95199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-17 04:45:13.000000+00:00\", \"2022-11-22 10:24:00.000000+00:00\", \"2019-07-15 11:27:10.000000+00:00\", \"2021-04-05 06:16:27.000000+00:00\", \"2022-05-11 02:40:57.000000+00:00\", \"2023-04-30 11:52:57.000000+00:00\", \"2020-05-10 17:02:39.000000+00:00\", \"2021-06-22 11:44:26.000000+00:00\", \"2022-03-17 06:37:37.000000+00:00\", \"2022-12-07 05:18:31.000000+00:00\"], \"session_ids\": [\"1d2cf6b5-3895-4d87-aada-2267216eb200\", \"a40bfd63-9ffd-4493-82b2-1ba76746525f\", \"cd669082-1942-4f70-bbbf-003fcd498621\", \"1bc2c7c6-c650-4d41-86bd-6c11b7a9f9d9\", \"e9cabed3-8e31-46c0-a2ec-47139cdeb73c\", \"f495e3cd-d1b8-47fe-a856-64b9b0a4c3a4\", \"4f74bd3b-b2a7-4d80-b8ba-36fcac2a96ee\", \"ff9b2f4a-4211-4d42-9522-233caf84faed\", \"5d02f3a2-bed9-4e19-a611-8d17c36c8539\", \"69bafaae-c7f8-4117-84a3-7c07ebf7de8a\"], \"total_duration\": 32826.0, \"total_sessions\": 10, \"mean_week_duration\": 165.788}}, {\"26440\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-12 12:22:15.000000+00:00\", \"2020-12-02 22:45:55.000000+00:00\", \"2023-06-26 19:19:00.000000+00:00\", \"2020-06-20 03:10:57.000000+00:00\", \"2021-12-17 01:14:59.000000+00:00\", \"2019-10-07 17:46:33.000000+00:00\", \"2020-10-02 09:03:43.000000+00:00\", \"2023-04-15 07:20:12.000000+00:00\"], \"session_ids\": [\"f3284018-67c5-4444-ab13-4f27b1b4f5e1\", \"c8bf27f5-dd7f-42ae-bb6a-0b2d2ddff370\", \"d531bfb6-02aa-4158-8dd5-f09064500f75\", \"d3ae5eb5-b989-4b2e-85d5-2ada91916d5b\", \"cb068ba2-a5a5-4d2a-88aa-451664cb42dc\", \"360fed63-d41d-441a-a4a0-2f63242ebeba\", \"b8fbffc0-7ed2-44f2-a81d-074f51fe9a12\", \"1af7b43f-a8d6-48ff-994d-654652d32a9d\"], \"total_duration\": 596.0, \"total_sessions\": 8, \"mean_week_duration\": 3.072}}, {\"99737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-20 04:07:25.000000+00:00\", \"2023-03-22 05:27:38.000000+00:00\", \"2019-06-22 09:58:40.000000+00:00\", \"2021-10-28 11:23:43.000000+00:00\", \"2020-04-16 23:52:10.000000+00:00\", \"2020-05-05 04:27:34.000000+00:00\"], \"session_ids\": [\"2223e6a5-20be-4802-a938-550fb104cc86\", \"9fe395a7-4cc6-4e64-891a-bc0723939047\", \"d5ecaf1e-3ee7-4424-83eb-8168cc50d2e9\", \"9639743d-2f5f-4659-9431-e50df2a8480e\", \"3c3c281a-b6df-49ca-b2c0-8477f6db1250\", \"d714fb0b-c927-4220-be5b-b79130e5ed41\"], \"total_duration\": 121.0, \"total_sessions\": 6, \"mean_week_duration\": 0.579}}, {\"21371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-12-06 08:45:36.000000+00:00\", \"2019-01-23 22:28:36.000000+00:00\", \"2021-02-01 18:35:01.000000+00:00\", \"2021-05-13 21:01:30.000000+00:00\"], \"session_ids\": [\"be17a50e-3133-419f-9d44-2bc1cf2354bd\", \"6f2542be-5636-4c79-a103-16381b96d5e1\", \"f083cb87-7dfb-4855-8eab-4ba906a74f02\", \"50c27c00-68a3-403a-b23a-83e1e17c2807\"], \"total_duration\": 110.0, \"total_sessions\": 4, \"mean_week_duration\": 0.917}}, {\"25672\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-16 20:46:21.000000+00:00\", \"2021-09-19 08:13:32.000000+00:00\", \"2022-09-15 04:30:13.000000+00:00\"], \"session_ids\": [\"7ae90433-eccb-4e00-b2d5-92045ea49d66\", \"3092dedb-6d95-4def-b93f-381509596481\", \"18dd3719-8a03-4522-a14d-10eafd163dae\"], \"total_duration\": 198.0, \"total_sessions\": 3, \"mean_week_duration\": 3.808}}, {\"76042\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-01 17:55:17.000000+00:00\", \"2022-06-02 03:20:43.000000+00:00\", \"2019-09-24 15:00:49.000000+00:00\"], \"session_ids\": [\"8c3d7671-103c-4247-9bc8-e2af0727d24b\", \"72e0d618-552d-4efb-8390-687a0b8d1f30\", \"76f77e91-c29d-4ffa-a6bc-5137a36a1124\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.271}}, {\"24041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-19 14:53:27.000000+00:00\", \"2023-03-11 03:20:14.000000+00:00\"], \"session_ids\": [\"1f8281aa-ee3b-46cf-b157-02ccabd60b01\", \"9d01c5e7-ea19-42be-9df6-90699a614ccb\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 3.282}}, {\"31879\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-03 00:43:11.000000+00:00\", \"2022-11-26 16:34:30.000000+00:00\"], \"session_ids\": [\"dba52f40-69ea-4611-8f90-f188aebefea1\", \"b912f15a-8b75-460e-92c2-dedbcb2ae08f\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.133}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-17 20:10:52.000000+00:00\", \"2020-07-22 23:26:48.000000+00:00\", \"2019-09-21 09:24:07.000000+00:00\", \"2020-01-18 19:13:02.000000+00:00\", \"2020-07-18 20:04:54.000000+00:00\", \"2020-06-25 05:42:22.000000+00:00\", \"2020-03-14 20:18:55.000000+00:00\", \"2020-08-05 15:50:58.000000+00:00\", \"2021-09-06 17:20:39.000000+00:00\", \"2023-06-03 07:17:01.000000+00:00\", \"2020-08-17 17:42:12.000000+00:00\"], \"session_ids\": [\"81340468-b860-4931-82e2-1a4e284c6d76\", \"f9ae107d-4ac3-49a6-ad30-ed2ce50ed821\", \"52b5161f-9a4a-4fc4-914c-979162cc120d\", \"3ef904f0-805e-4cd4-b6a5-3ec6af497292\", \"b99668db-5c62-4825-abe8-19563f55353e\", \"f7610769-0c25-40b6-b760-f4ae318a5c13\", \"02d7c7f9-77f6-4538-9d49-a5252824c278\", \"8ba72317-7c04-4c81-b718-60a8965e1938\", \"40d095c5-c9aa-4a17-bc74-6a93fc7f01d6\", \"a3c1593d-8af9-4d13-8b1c-f16d64f9e4bc\", \"710a4adf-a8ab-4c04-ab24-e5cbf9905600\"], \"total_duration\": 12217.0, \"total_sessions\": 11, \"mean_week_duration\": 63.301}}]\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[{\"61489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-17 20:10:52.000000+00:00\", \"2020-07-22 23:26:48.000000+00:00\", \"2019-09-21 09:24:07.000000+00:00\", \"2020-01-18 19:13:02.000000+00:00\", \"2020-07-18 20:04:54.000000+00:00\", \"2020-06-25 05:42:22.000000+00:00\", \"2020-03-14 20:18:55.000000+00:00\", \"2020-08-05 15:50:58.000000+00:00\", \"2021-09-06 17:20:39.000000+00:00\", \"2023-06-03 07:17:01.000000+00:00\", \"2020-08-17 17:42:12.000000+00:00\"], \"session_ids\": [\"81340468-b860-4931-82e2-1a4e284c6d76\", \"f9ae107d-4ac3-49a6-ad30-ed2ce50ed821\", \"52b5161f-9a4a-4fc4-914c-979162cc120d\", \"3ef904f0-805e-4cd4-b6a5-3ec6af497292\", \"b99668db-5c62-4825-abe8-19563f55353e\", \"f7610769-0c25-40b6-b760-f4ae318a5c13\", \"02d7c7f9-77f6-4538-9d49-a5252824c278\", \"8ba72317-7c04-4c81-b718-60a8965e1938\", \"40d095c5-c9aa-4a17-bc74-6a93fc7f01d6\", \"a3c1593d-8af9-4d13-8b1c-f16d64f9e4bc\", \"710a4adf-a8ab-4c04-ab24-e5cbf9905600\"], \"total_duration\": 12217.0, \"total_sessions\": 11, \"mean_week_duration\": 63.301}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 7 users who aren't currently living in city Tegucigalpa , and perform sorting by app usage time per week in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-04 06:29:28.000000+00:00\", \"2020-06-16 10:55:54.000000+00:00\", \"2023-04-23 07:24:49.000000+00:00\", \"2019-12-06 23:10:46.000000+00:00\"], \"session_ids\": [\"666343cf-7c69-4ea3-a26b-8f636c2d942e\", \"e971023f-1bab-4155-b2dc-f660afe28941\", \"6a076b33-fcd9-40ed-b93c-67d83fd4f861\", \"7241c7a3-1149-49b7-a60c-bd521764c402\"], \"total_duration\": 147.0, \"total_sessions\": 4, \"mean_week_duration\": 0.831}, \"67015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-18 16:12:35.000000+00:00\", \"2022-11-18 22:07:22.000000+00:00\", \"2020-01-31 17:58:36.000000+00:00\", \"2023-06-26 09:19:30.000000+00:00\"], \"session_ids\": [\"063eb0e0-2434-4c0c-9b62-63f11cf38aaf\", \"1ece9b85-7355-4555-befa-c3bfff9e1265\", \"65aecdfa-f885-4170-b8f3-685130171294\", \"a84582d3-fef4-4d0e-b05a-8743827722fd\"], \"total_duration\": 298.0, \"total_sessions\": 4, \"mean_week_duration\": 1.674}, \"43369\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-25 07:14:23.000000+00:00\", \"2021-10-16 02:46:44.000000+00:00\", \"2019-05-26 03:26:46.000000+00:00\", \"2019-04-05 06:12:40.000000+00:00\"], \"session_ids\": [\"6a7c41a6-0426-4019-acc2-43a801136612\", \"4f3c17e0-e9a7-4c7f-8f48-94d6de591898\", \"7a088b90-031b-4786-8c61-79e5fb4eaa80\", \"9abeee20-3b7a-4601-a561-ccb9a90cd5e3\"], \"total_duration\": 624.0, \"total_sessions\": 4, \"mean_week_duration\": 3.692}, \"71450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-04 09:12:59.000000+00:00\", \"2019-12-02 03:21:40.000000+00:00\"], \"session_ids\": [\"a7118bc2-5407-45b6-afe1-37d69915ed36\", \"02bcf4b6-18f2-408a-81e3-a9ceb5178904\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.042}, \"93755\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-01 05:04:45.000000+00:00\", \"2021-04-30 23:25:20.000000+00:00\", \"2021-06-09 23:18:52.000000+00:00\", \"2022-06-20 08:27:16.000000+00:00\", \"2020-07-11 14:40:31.000000+00:00\", \"2019-01-09 13:16:50.000000+00:00\", \"2022-09-27 20:47:36.000000+00:00\"], \"session_ids\": [\"14bc5d11-30ca-4d49-93f4-729a5b073a3d\", \"97004484-8d56-4da0-8369-743165f8bb02\", \"ed958081-58ca-4f2a-bb62-3ff51a7a381c\", \"0d2adbf0-7105-4484-904b-760ec6ef3d8e\", \"2fc13af4-b2c2-4a31-b621-f923b7767003\", \"7d41961b-1393-4314-be11-8eea6c0bc5bd\", \"6ee26456-bc3e-4a9f-8c49-76354935c84d\"], \"total_duration\": 2466.0, \"total_sessions\": 7, \"mean_week_duration\": 12.711}, \"36840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-09-07 08:14:28.000000+00:00\", \"2021-06-14 03:39:26.000000+00:00\"], \"session_ids\": [\"ed006acb-0234-4bc5-9448-4593cd59a5e1\", \"5c25f988-8ebd-4aad-8978-4953ce01598a\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.742}, \"94580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-05 21:53:14.000000+00:00\", \"2019-08-11 21:24:49.000000+00:00\", \"2020-05-22 10:53:50.000000+00:00\", \"2022-06-01 11:39:57.000000+00:00\", \"2022-12-22 19:51:02.000000+00:00\", \"2022-05-23 21:09:54.000000+00:00\", \"2021-12-04 22:41:29.000000+00:00\", \"2021-04-22 15:45:44.000000+00:00\"], \"session_ids\": [\"4b45d70a-19c1-48f0-b616-c8e9303c88c4\", \"cc016d44-9321-4adb-be9a-c116bc9d9cee\", \"c35dd551-0968-48c9-a484-2e6effdf5c0b\", \"1aa4755a-0287-4dbc-b34d-019f9fcd7f94\", \"cb01f41a-581f-4182-93c2-819ec7a60351\", \"cd8f9305-8467-4cd5-bd78-2cf671c7960e\", \"7eed42b1-58d1-4508-b6eb-544c3eae85b3\", \"4658b354-2a7a-488b-80ec-f909db3d3fde\"], \"total_duration\": 79.0, \"total_sessions\": 8, \"mean_week_duration\": 0.449}, \"5751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-07 17:25:39.000000+00:00\", \"2023-03-31 08:05:55.000000+00:00\"], \"session_ids\": [\"0362d9ee-d761-4e53-a003-b3ed66fb8a15\", \"f9701765-7026-4004-bd31-3817fd8b86a7\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.083}, \"36236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-30 05:38:17.000000+00:00\", \"2021-07-13 14:16:51.000000+00:00\", \"2019-07-20 19:22:03.000000+00:00\", \"2022-01-13 14:28:07.000000+00:00\"], \"session_ids\": [\"c6740400-d957-42fc-bd67-9f76dec6c7ea\", \"a0a9ad3c-807c-45a8-a84a-1e1f83ea2678\", \"3fc99372-ff41-4d09-bd33-1b969ec4bc5f\", \"33b3a91c-d2b6-4486-8573-df7c73a35ca9\"], \"total_duration\": 172.0, \"total_sessions\": 4, \"mean_week_duration\": 1.323}, \"55503\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-02-18 08:28:47.000000+00:00\", \"2019-04-21 14:42:57.000000+00:00\"], \"session_ids\": [\"ac810e91-9235-4f70-a807-15c50d24a18e\", \"627def0f-28a9-4bf9-ac7d-a8497a17b45a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.189}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not 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{\"10151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-04 06:29:28.000000+00:00\", \"2020-06-16 10:55:54.000000+00:00\", \"2023-04-23 07:24:49.000000+00:00\", \"2019-12-06 23:10:46.000000+00:00\"], \"session_ids\": [\"666343cf-7c69-4ea3-a26b-8f636c2d942e\", \"e971023f-1bab-4155-b2dc-f660afe28941\", \"6a076b33-fcd9-40ed-b93c-67d83fd4f861\", \"7241c7a3-1149-49b7-a60c-bd521764c402\"], \"total_duration\": 147.0, \"total_sessions\": 4, \"mean_week_duration\": 0.831}, \"67015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-18 16:12:35.000000+00:00\", \"2022-11-18 22:07:22.000000+00:00\", \"2020-01-31 17:58:36.000000+00:00\", \"2023-06-26 09:19:30.000000+00:00\"], \"session_ids\": [\"063eb0e0-2434-4c0c-9b62-63f11cf38aaf\", \"1ece9b85-7355-4555-befa-c3bfff9e1265\", \"65aecdfa-f885-4170-b8f3-685130171294\", \"a84582d3-fef4-4d0e-b05a-8743827722fd\"], \"total_duration\": 298.0, \"total_sessions\": 4, \"mean_week_duration\": 1.674}, \"43369\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-25 07:14:23.000000+00:00\", \"2021-10-16 02:46:44.000000+00:00\", \"2019-05-26 03:26:46.000000+00:00\", \"2019-04-05 06:12:40.000000+00:00\"], \"session_ids\": [\"6a7c41a6-0426-4019-acc2-43a801136612\", \"4f3c17e0-e9a7-4c7f-8f48-94d6de591898\", \"7a088b90-031b-4786-8c61-79e5fb4eaa80\", \"9abeee20-3b7a-4601-a561-ccb9a90cd5e3\"], \"total_duration\": 624.0, \"total_sessions\": 4, \"mean_week_duration\": 3.692}, \"71450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-04 09:12:59.000000+00:00\", \"2019-12-02 03:21:40.000000+00:00\"], \"session_ids\": [\"a7118bc2-5407-45b6-afe1-37d69915ed36\", \"02bcf4b6-18f2-408a-81e3-a9ceb5178904\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.042}, \"93755\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-01 05:04:45.000000+00:00\", \"2021-04-30 23:25:20.000000+00:00\", \"2021-06-09 23:18:52.000000+00:00\", \"2022-06-20 08:27:16.000000+00:00\", \"2020-07-11 14:40:31.000000+00:00\", \"2019-01-09 13:16:50.000000+00:00\", \"2022-09-27 20:47:36.000000+00:00\"], \"session_ids\": [\"14bc5d11-30ca-4d49-93f4-729a5b073a3d\", \"97004484-8d56-4da0-8369-743165f8bb02\", \"ed958081-58ca-4f2a-bb62-3ff51a7a381c\", \"0d2adbf0-7105-4484-904b-760ec6ef3d8e\", \"2fc13af4-b2c2-4a31-b621-f923b7767003\", \"7d41961b-1393-4314-be11-8eea6c0bc5bd\", \"6ee26456-bc3e-4a9f-8c49-76354935c84d\"], \"total_duration\": 2466.0, \"total_sessions\": 7, \"mean_week_duration\": 12.711}, \"36840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-09-07 08:14:28.000000+00:00\", \"2021-06-14 03:39:26.000000+00:00\"], \"session_ids\": [\"ed006acb-0234-4bc5-9448-4593cd59a5e1\", \"5c25f988-8ebd-4aad-8978-4953ce01598a\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.742}, \"94580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-05 21:53:14.000000+00:00\", \"2019-08-11 21:24:49.000000+00:00\", \"2020-05-22 10:53:50.000000+00:00\", \"2022-06-01 11:39:57.000000+00:00\", \"2022-12-22 19:51:02.000000+00:00\", \"2022-05-23 21:09:54.000000+00:00\", \"2021-12-04 22:41:29.000000+00:00\", \"2021-04-22 15:45:44.000000+00:00\"], \"session_ids\": [\"4b45d70a-19c1-48f0-b616-c8e9303c88c4\", \"cc016d44-9321-4adb-be9a-c116bc9d9cee\", \"c35dd551-0968-48c9-a484-2e6effdf5c0b\", \"1aa4755a-0287-4dbc-b34d-019f9fcd7f94\", \"cb01f41a-581f-4182-93c2-819ec7a60351\", \"cd8f9305-8467-4cd5-bd78-2cf671c7960e\", \"7eed42b1-58d1-4508-b6eb-544c3eae85b3\", \"4658b354-2a7a-488b-80ec-f909db3d3fde\"], \"total_duration\": 79.0, \"total_sessions\": 8, \"mean_week_duration\": 0.449}, \"5751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-07 17:25:39.000000+00:00\", \"2023-03-31 08:05:55.000000+00:00\"], \"session_ids\": [\"0362d9ee-d761-4e53-a003-b3ed66fb8a15\", \"f9701765-7026-4004-bd31-3817fd8b86a7\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.083}, \"36236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-30 05:38:17.000000+00:00\", \"2021-07-13 14:16:51.000000+00:00\", \"2019-07-20 19:22:03.000000+00:00\", \"2022-01-13 14:28:07.000000+00:00\"], \"session_ids\": [\"c6740400-d957-42fc-bd67-9f76dec6c7ea\", \"a0a9ad3c-807c-45a8-a84a-1e1f83ea2678\", \"3fc99372-ff41-4d09-bd33-1b969ec4bc5f\", \"33b3a91c-d2b6-4486-8573-df7c73a35ca9\"], \"total_duration\": 172.0, \"total_sessions\": 4, \"mean_week_duration\": 1.323}, \"55503\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-02-18 08:28:47.000000+00:00\", \"2019-04-21 14:42:57.000000+00:00\"], \"session_ids\": [\"ac810e91-9235-4f70-a807-15c50d24a18e\", \"627def0f-28a9-4bf9-ac7d-a8497a17b45a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.189}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93755\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-01 05:04:45.000000+00:00\", \"2021-04-30 23:25:20.000000+00:00\", \"2021-06-09 23:18:52.000000+00:00\", \"2022-06-20 08:27:16.000000+00:00\", \"2020-07-11 14:40:31.000000+00:00\", \"2019-01-09 13:16:50.000000+00:00\", \"2022-09-27 20:47:36.000000+00:00\"], \"session_ids\": [\"14bc5d11-30ca-4d49-93f4-729a5b073a3d\", \"97004484-8d56-4da0-8369-743165f8bb02\", \"ed958081-58ca-4f2a-bb62-3ff51a7a381c\", \"0d2adbf0-7105-4484-904b-760ec6ef3d8e\", \"2fc13af4-b2c2-4a31-b621-f923b7767003\", \"7d41961b-1393-4314-be11-8eea6c0bc5bd\", \"6ee26456-bc3e-4a9f-8c49-76354935c84d\"], \"total_duration\": 2466.0, \"total_sessions\": 7, \"mean_week_duration\": 12.711}}, {\"43369\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-25 07:14:23.000000+00:00\", \"2021-10-16 02:46:44.000000+00:00\", \"2019-05-26 03:26:46.000000+00:00\", \"2019-04-05 06:12:40.000000+00:00\"], \"session_ids\": [\"6a7c41a6-0426-4019-acc2-43a801136612\", \"4f3c17e0-e9a7-4c7f-8f48-94d6de591898\", \"7a088b90-031b-4786-8c61-79e5fb4eaa80\", \"9abeee20-3b7a-4601-a561-ccb9a90cd5e3\"], \"total_duration\": 624.0, \"total_sessions\": 4, \"mean_week_duration\": 3.692}}, {\"36840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-09-07 08:14:28.000000+00:00\", \"2021-06-14 03:39:26.000000+00:00\"], \"session_ids\": [\"ed006acb-0234-4bc5-9448-4593cd59a5e1\", \"5c25f988-8ebd-4aad-8978-4953ce01598a\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.742}}, {\"67015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-18 16:12:35.000000+00:00\", \"2022-11-18 22:07:22.000000+00:00\", \"2020-01-31 17:58:36.000000+00:00\", \"2023-06-26 09:19:30.000000+00:00\"], \"session_ids\": [\"063eb0e0-2434-4c0c-9b62-63f11cf38aaf\", \"1ece9b85-7355-4555-befa-c3bfff9e1265\", \"65aecdfa-f885-4170-b8f3-685130171294\", \"a84582d3-fef4-4d0e-b05a-8743827722fd\"], \"total_duration\": 298.0, \"total_sessions\": 4, \"mean_week_duration\": 1.674}}, {\"36236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-30 05:38:17.000000+00:00\", \"2021-07-13 14:16:51.000000+00:00\", \"2019-07-20 19:22:03.000000+00:00\", \"2022-01-13 14:28:07.000000+00:00\"], \"session_ids\": [\"c6740400-d957-42fc-bd67-9f76dec6c7ea\", \"a0a9ad3c-807c-45a8-a84a-1e1f83ea2678\", \"3fc99372-ff41-4d09-bd33-1b969ec4bc5f\", \"33b3a91c-d2b6-4486-8573-df7c73a35ca9\"], \"total_duration\": 172.0, \"total_sessions\": 4, \"mean_week_duration\": 1.323}}, {\"71450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-04 09:12:59.000000+00:00\", \"2019-12-02 03:21:40.000000+00:00\"], \"session_ids\": [\"a7118bc2-5407-45b6-afe1-37d69915ed36\", \"02bcf4b6-18f2-408a-81e3-a9ceb5178904\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.042}}, {\"10151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-04 06:29:28.000000+00:00\", \"2020-06-16 10:55:54.000000+00:00\", \"2023-04-23 07:24:49.000000+00:00\", \"2019-12-06 23:10:46.000000+00:00\"], \"session_ids\": [\"666343cf-7c69-4ea3-a26b-8f636c2d942e\", \"e971023f-1bab-4155-b2dc-f660afe28941\", \"6a076b33-fcd9-40ed-b93c-67d83fd4f861\", \"7241c7a3-1149-49b7-a60c-bd521764c402\"], \"total_duration\": 147.0, \"total_sessions\": 4, \"mean_week_duration\": 0.831}}, {\"94580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-05 21:53:14.000000+00:00\", \"2019-08-11 21:24:49.000000+00:00\", \"2020-05-22 10:53:50.000000+00:00\", \"2022-06-01 11:39:57.000000+00:00\", \"2022-12-22 19:51:02.000000+00:00\", \"2022-05-23 21:09:54.000000+00:00\", \"2021-12-04 22:41:29.000000+00:00\", \"2021-04-22 15:45:44.000000+00:00\"], \"session_ids\": [\"4b45d70a-19c1-48f0-b616-c8e9303c88c4\", \"cc016d44-9321-4adb-be9a-c116bc9d9cee\", \"c35dd551-0968-48c9-a484-2e6effdf5c0b\", \"1aa4755a-0287-4dbc-b34d-019f9fcd7f94\", \"cb01f41a-581f-4182-93c2-819ec7a60351\", \"cd8f9305-8467-4cd5-bd78-2cf671c7960e\", \"7eed42b1-58d1-4508-b6eb-544c3eae85b3\", \"4658b354-2a7a-488b-80ec-f909db3d3fde\"], \"total_duration\": 79.0, \"total_sessions\": 8, \"mean_week_duration\": 0.449}}, {\"55503\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-02-18 08:28:47.000000+00:00\", \"2019-04-21 14:42:57.000000+00:00\"], \"session_ids\": [\"ac810e91-9235-4f70-a807-15c50d24a18e\", \"627def0f-28a9-4bf9-ac7d-a8497a17b45a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.189}}, {\"5751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-07 17:25:39.000000+00:00\", \"2023-03-31 08:05:55.000000+00:00\"], \"session_ids\": [\"0362d9ee-d761-4e53-a003-b3ed66fb8a15\", \"f9701765-7026-4004-bd31-3817fd8b86a7\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.083}}]\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[{\"93755\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-01 05:04:45.000000+00:00\", \"2021-04-30 23:25:20.000000+00:00\", \"2021-06-09 23:18:52.000000+00:00\", \"2022-06-20 08:27:16.000000+00:00\", \"2020-07-11 14:40:31.000000+00:00\", \"2019-01-09 13:16:50.000000+00:00\", \"2022-09-27 20:47:36.000000+00:00\"], \"session_ids\": [\"14bc5d11-30ca-4d49-93f4-729a5b073a3d\", \"97004484-8d56-4da0-8369-743165f8bb02\", \"ed958081-58ca-4f2a-bb62-3ff51a7a381c\", \"0d2adbf0-7105-4484-904b-760ec6ef3d8e\", \"2fc13af4-b2c2-4a31-b621-f923b7767003\", \"7d41961b-1393-4314-be11-8eea6c0bc5bd\", \"6ee26456-bc3e-4a9f-8c49-76354935c84d\"], \"total_duration\": 2466.0, \"total_sessions\": 7, \"mean_week_duration\": 12.711}}, {\"43369\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-25 07:14:23.000000+00:00\", \"2021-10-16 02:46:44.000000+00:00\", \"2019-05-26 03:26:46.000000+00:00\", \"2019-04-05 06:12:40.000000+00:00\"], \"session_ids\": [\"6a7c41a6-0426-4019-acc2-43a801136612\", \"4f3c17e0-e9a7-4c7f-8f48-94d6de591898\", \"7a088b90-031b-4786-8c61-79e5fb4eaa80\", \"9abeee20-3b7a-4601-a561-ccb9a90cd5e3\"], \"total_duration\": 624.0, \"total_sessions\": 4, \"mean_week_duration\": 3.692}}, {\"36840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-09-07 08:14:28.000000+00:00\", \"2021-06-14 03:39:26.000000+00:00\"], \"session_ids\": [\"ed006acb-0234-4bc5-9448-4593cd59a5e1\", \"5c25f988-8ebd-4aad-8978-4953ce01598a\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.742}}, {\"67015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-18 16:12:35.000000+00:00\", \"2022-11-18 22:07:22.000000+00:00\", \"2020-01-31 17:58:36.000000+00:00\", \"2023-06-26 09:19:30.000000+00:00\"], \"session_ids\": [\"063eb0e0-2434-4c0c-9b62-63f11cf38aaf\", \"1ece9b85-7355-4555-befa-c3bfff9e1265\", \"65aecdfa-f885-4170-b8f3-685130171294\", \"a84582d3-fef4-4d0e-b05a-8743827722fd\"], \"total_duration\": 298.0, \"total_sessions\": 4, \"mean_week_duration\": 1.674}}, {\"36236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-30 05:38:17.000000+00:00\", \"2021-07-13 14:16:51.000000+00:00\", \"2019-07-20 19:22:03.000000+00:00\", \"2022-01-13 14:28:07.000000+00:00\"], \"session_ids\": [\"c6740400-d957-42fc-bd67-9f76dec6c7ea\", \"a0a9ad3c-807c-45a8-a84a-1e1f83ea2678\", \"3fc99372-ff41-4d09-bd33-1b969ec4bc5f\", \"33b3a91c-d2b6-4486-8573-df7c73a35ca9\"], \"total_duration\": 172.0, \"total_sessions\": 4, \"mean_week_duration\": 1.323}}, {\"71450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-04 09:12:59.000000+00:00\", \"2019-12-02 03:21:40.000000+00:00\"], \"session_ids\": [\"a7118bc2-5407-45b6-afe1-37d69915ed36\", \"02bcf4b6-18f2-408a-81e3-a9ceb5178904\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.042}}, {\"10151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-04 06:29:28.000000+00:00\", \"2020-06-16 10:55:54.000000+00:00\", \"2023-04-23 07:24:49.000000+00:00\", \"2019-12-06 23:10:46.000000+00:00\"], \"session_ids\": [\"666343cf-7c69-4ea3-a26b-8f636c2d942e\", \"e971023f-1bab-4155-b2dc-f660afe28941\", \"6a076b33-fcd9-40ed-b93c-67d83fd4f861\", \"7241c7a3-1149-49b7-a60c-bd521764c402\"], \"total_duration\": 147.0, \"total_sessions\": 4, \"mean_week_duration\": 0.831}}]\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[{\"93755\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-01 05:04:45.000000+00:00\", \"2021-04-30 23:25:20.000000+00:00\", \"2021-06-09 23:18:52.000000+00:00\", \"2022-06-20 08:27:16.000000+00:00\", \"2020-07-11 14:40:31.000000+00:00\", \"2019-01-09 13:16:50.000000+00:00\", \"2022-09-27 20:47:36.000000+00:00\"], \"session_ids\": [\"14bc5d11-30ca-4d49-93f4-729a5b073a3d\", \"97004484-8d56-4da0-8369-743165f8bb02\", \"ed958081-58ca-4f2a-bb62-3ff51a7a381c\", \"0d2adbf0-7105-4484-904b-760ec6ef3d8e\", \"2fc13af4-b2c2-4a31-b621-f923b7767003\", \"7d41961b-1393-4314-be11-8eea6c0bc5bd\", \"6ee26456-bc3e-4a9f-8c49-76354935c84d\"], \"total_duration\": 2466.0, \"total_sessions\": 7, \"mean_week_duration\": 12.711}}, {\"43369\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-25 07:14:23.000000+00:00\", \"2021-10-16 02:46:44.000000+00:00\", \"2019-05-26 03:26:46.000000+00:00\", \"2019-04-05 06:12:40.000000+00:00\"], \"session_ids\": [\"6a7c41a6-0426-4019-acc2-43a801136612\", \"4f3c17e0-e9a7-4c7f-8f48-94d6de591898\", \"7a088b90-031b-4786-8c61-79e5fb4eaa80\", \"9abeee20-3b7a-4601-a561-ccb9a90cd5e3\"], \"total_duration\": 624.0, \"total_sessions\": 4, \"mean_week_duration\": 3.692}}, {\"36840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-09-07 08:14:28.000000+00:00\", \"2021-06-14 03:39:26.000000+00:00\"], \"session_ids\": [\"ed006acb-0234-4bc5-9448-4593cd59a5e1\", \"5c25f988-8ebd-4aad-8978-4953ce01598a\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.742}}, {\"67015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-18 16:12:35.000000+00:00\", \"2022-11-18 22:07:22.000000+00:00\", \"2020-01-31 17:58:36.000000+00:00\", \"2023-06-26 09:19:30.000000+00:00\"], \"session_ids\": [\"063eb0e0-2434-4c0c-9b62-63f11cf38aaf\", \"1ece9b85-7355-4555-befa-c3bfff9e1265\", \"65aecdfa-f885-4170-b8f3-685130171294\", \"a84582d3-fef4-4d0e-b05a-8743827722fd\"], \"total_duration\": 298.0, \"total_sessions\": 4, \"mean_week_duration\": 1.674}}, {\"36236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-30 05:38:17.000000+00:00\", \"2021-07-13 14:16:51.000000+00:00\", \"2019-07-20 19:22:03.000000+00:00\", \"2022-01-13 14:28:07.000000+00:00\"], \"session_ids\": [\"c6740400-d957-42fc-bd67-9f76dec6c7ea\", \"a0a9ad3c-807c-45a8-a84a-1e1f83ea2678\", \"3fc99372-ff41-4d09-bd33-1b969ec4bc5f\", \"33b3a91c-d2b6-4486-8573-df7c73a35ca9\"], \"total_duration\": 172.0, \"total_sessions\": 4, \"mean_week_duration\": 1.323}}, {\"71450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-04 09:12:59.000000+00:00\", \"2019-12-02 03:21:40.000000+00:00\"], \"session_ids\": [\"a7118bc2-5407-45b6-afe1-37d69915ed36\", \"02bcf4b6-18f2-408a-81e3-a9ceb5178904\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.042}}, {\"10151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-04 06:29:28.000000+00:00\", \"2020-06-16 10:55:54.000000+00:00\", \"2023-04-23 07:24:49.000000+00:00\", \"2019-12-06 23:10:46.000000+00:00\"], \"session_ids\": [\"666343cf-7c69-4ea3-a26b-8f636c2d942e\", \"e971023f-1bab-4155-b2dc-f660afe28941\", \"6a076b33-fcd9-40ed-b93c-67d83fd4f861\", \"7241c7a3-1149-49b7-a60c-bd521764c402\"], \"total_duration\": 147.0, \"total_sessions\": 4, \"mean_week_duration\": 0.831}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about users with a time using the app that is higher than 3763 and lower than 2125, exclusively 2125 in addition perform sorting by sum of sessions in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-07 23:28:26.000000+00:00\", \"2019-04-22 06:23:46.000000+00:00\", \"2021-09-01 01:00:13.000000+00:00\"], \"session_ids\": [\"b49cfaf2-8786-49d0-af9e-0f274d25ee92\", \"f6556b0f-b302-4247-b663-9d596491c58a\", \"74c4360d-e7e9-4cdb-bc90-b6f20e4bb276\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.629}, \"31027\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-19 17:54:33.000000+00:00\", \"2020-02-24 23:41:07.000000+00:00\"], \"session_ids\": [\"2c70e6fd-3d7d-4a91-9f36-870a0d9959b6\", \"ab37b104-ebc5-43be-95f5-d26551b631dd\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 4.51}, \"26456\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-22 17:33:42.000000+00:00\", \"2020-07-16 14:44:57.000000+00:00\"], \"session_ids\": [\"794ea634-ba09-40b8-b82a-6f55c4939ba0\", \"91217159-ccfa-4b35-b99c-4e600185b507\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 5.115}, \"59834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-11 02:25:31.000000+00:00\", \"2021-10-04 04:01:43.000000+00:00\"], \"session_ids\": [\"be29e74e-6fd5-4689-8a6e-64dd64808155\", \"342a2911-52c7-4c3f-bbcb-00815176f2a6\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 7.633}, \"74955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-12 19:20:06.000000+00:00\", \"2021-12-27 22:39:37.000000+00:00\"], \"session_ids\": [\"90e009d0-3d89-4649-a94a-c60d53acfd68\", \"fdba953a-4f55-40e7-85d5-34e5739121a0\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 4.9}, \"84327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-23 21:01:57.000000+00:00\", \"2020-02-21 05:56:39.000000+00:00\", \"2019-04-30 15:21:32.000000+00:00\", \"2023-02-11 19:27:51.000000+00:00\", \"2022-12-20 18:02:58.000000+00:00\", \"2023-05-27 19:55:57.000000+00:00\"], \"session_ids\": [\"7af71395-b45f-4293-9eb0-e055112cce91\", \"c86c4856-b74e-4e22-9e19-33cc06db4dc0\", \"179804dd-55d4-491c-acbd-95840d585d6c\", \"b19307e8-56e3-4b82-b924-64a5581145c2\", \"41f267f3-e535-4ecc-9a8e-95449b559e88\", \"623312b5-5b01-4667-8df1-481afb33f05c\"], \"total_duration\": 3426.0, \"total_sessions\": 6, \"mean_week_duration\": 16.085}, \"27520\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-04-14 22:53:19.000000+00:00\", \"2020-12-17 04:43:40.000000+00:00\"], \"session_ids\": [\"b5e8ef32-013d-44e9-9353-a426761f4d22\", \"76656d75-6674-42b5-bd80-40eb990eb3de\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 3.639}, \"17188\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-03 13:27:46.000000+00:00\", \"2019-09-24 18:37:18.000000+00:00\"], \"session_ids\": [\"0614ff37-ca42-4496-964f-9a59351d5752\", \"64cd24cc-8477-4c10-910d-880fb8c9ad37\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 8.375}, \"99308\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-30 06:27:04.000000+00:00\", \"2019-04-26 12:58:19.000000+00:00\", \"2019-08-06 20:43:55.000000+00:00\", \"2020-02-06 00:18:56.000000+00:00\", \"2022-08-27 01:28:21.000000+00:00\", \"2021-10-08 11:11:13.000000+00:00\", \"2020-06-30 11:41:13.000000+00:00\"], \"session_ids\": [\"dbfbc755-c334-4336-85c5-0db980f0e170\", \"5e550214-8ebd-44a5-8f68-48cda21e752d\", \"5219ab9d-c168-4971-aa81-5550e5c11416\", \"1b465403-9680-471c-ac02-5547d2af3122\", \"7c52b065-9f1d-426c-a943-4ef8a8cdfb93\", \"c351cd47-3c32-4d11-9642-ff5f178425d6\", \"e5f9f1d8-c61a-4a4c-8532-1794186a3440\"], \"total_duration\": 3386.0, \"total_sessions\": 7, \"mean_week_duration\": 19.46}, \"81688\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-14 09:56:49.000000+00:00\", \"2019-09-13 14:57:36.000000+00:00\"], \"session_ids\": [\"b4146e46-7b7d-419b-b48b-65363f2dbb9c\", \"230a9cd4-9a55-4555-9e4a-df35f0428f61\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 11.222}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 2125 and are equal or greater than 3763"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[2125, 3763]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-07 23:28:26.000000+00:00\", \"2019-04-22 06:23:46.000000+00:00\", \"2021-09-01 01:00:13.000000+00:00\"], \"session_ids\": [\"b49cfaf2-8786-49d0-af9e-0f274d25ee92\", \"f6556b0f-b302-4247-b663-9d596491c58a\", \"74c4360d-e7e9-4cdb-bc90-b6f20e4bb276\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.629}, \"31027\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-19 17:54:33.000000+00:00\", \"2020-02-24 23:41:07.000000+00:00\"], \"session_ids\": [\"2c70e6fd-3d7d-4a91-9f36-870a0d9959b6\", \"ab37b104-ebc5-43be-95f5-d26551b631dd\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 4.51}, \"26456\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-22 17:33:42.000000+00:00\", \"2020-07-16 14:44:57.000000+00:00\"], \"session_ids\": [\"794ea634-ba09-40b8-b82a-6f55c4939ba0\", \"91217159-ccfa-4b35-b99c-4e600185b507\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 5.115}, \"59834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-11 02:25:31.000000+00:00\", \"2021-10-04 04:01:43.000000+00:00\"], \"session_ids\": [\"be29e74e-6fd5-4689-8a6e-64dd64808155\", \"342a2911-52c7-4c3f-bbcb-00815176f2a6\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 7.633}, \"74955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-12 19:20:06.000000+00:00\", \"2021-12-27 22:39:37.000000+00:00\"], \"session_ids\": [\"90e009d0-3d89-4649-a94a-c60d53acfd68\", \"fdba953a-4f55-40e7-85d5-34e5739121a0\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 4.9}, \"27520\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-04-14 22:53:19.000000+00:00\", \"2020-12-17 04:43:40.000000+00:00\"], \"session_ids\": [\"b5e8ef32-013d-44e9-9353-a426761f4d22\", \"76656d75-6674-42b5-bd80-40eb990eb3de\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 3.639}, \"17188\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-03 13:27:46.000000+00:00\", \"2019-09-24 18:37:18.000000+00:00\"], \"session_ids\": [\"0614ff37-ca42-4496-964f-9a59351d5752\", \"64cd24cc-8477-4c10-910d-880fb8c9ad37\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 8.375}, \"81688\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-14 09:56:49.000000+00:00\", \"2019-09-13 14:57:36.000000+00:00\"], \"session_ids\": [\"b4146e46-7b7d-419b-b48b-65363f2dbb9c\", \"230a9cd4-9a55-4555-9e4a-df35f0428f61\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 11.222}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-07 23:28:26.000000+00:00\", \"2019-04-22 06:23:46.000000+00:00\", \"2021-09-01 01:00:13.000000+00:00\"], \"session_ids\": [\"b49cfaf2-8786-49d0-af9e-0f274d25ee92\", \"f6556b0f-b302-4247-b663-9d596491c58a\", \"74c4360d-e7e9-4cdb-bc90-b6f20e4bb276\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.629}}, {\"31027\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-19 17:54:33.000000+00:00\", \"2020-02-24 23:41:07.000000+00:00\"], \"session_ids\": [\"2c70e6fd-3d7d-4a91-9f36-870a0d9959b6\", \"ab37b104-ebc5-43be-95f5-d26551b631dd\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 4.51}}, {\"26456\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-22 17:33:42.000000+00:00\", \"2020-07-16 14:44:57.000000+00:00\"], \"session_ids\": [\"794ea634-ba09-40b8-b82a-6f55c4939ba0\", \"91217159-ccfa-4b35-b99c-4e600185b507\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 5.115}}, {\"59834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-11 02:25:31.000000+00:00\", \"2021-10-04 04:01:43.000000+00:00\"], \"session_ids\": [\"be29e74e-6fd5-4689-8a6e-64dd64808155\", \"342a2911-52c7-4c3f-bbcb-00815176f2a6\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 7.633}}, {\"74955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-12 19:20:06.000000+00:00\", \"2021-12-27 22:39:37.000000+00:00\"], \"session_ids\": [\"90e009d0-3d89-4649-a94a-c60d53acfd68\", \"fdba953a-4f55-40e7-85d5-34e5739121a0\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 4.9}}, {\"27520\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-04-14 22:53:19.000000+00:00\", \"2020-12-17 04:43:40.000000+00:00\"], \"session_ids\": [\"b5e8ef32-013d-44e9-9353-a426761f4d22\", \"76656d75-6674-42b5-bd80-40eb990eb3de\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 3.639}}, {\"17188\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-03 13:27:46.000000+00:00\", \"2019-09-24 18:37:18.000000+00:00\"], \"session_ids\": [\"0614ff37-ca42-4496-964f-9a59351d5752\", \"64cd24cc-8477-4c10-910d-880fb8c9ad37\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 8.375}}, {\"81688\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-14 09:56:49.000000+00:00\", \"2019-09-13 14:57:36.000000+00:00\"], \"session_ids\": [\"b4146e46-7b7d-419b-b48b-65363f2dbb9c\", \"230a9cd4-9a55-4555-9e4a-df35f0428f61\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 11.222}}]\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[{\"61380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-07 23:28:26.000000+00:00\", \"2019-04-22 06:23:46.000000+00:00\", \"2021-09-01 01:00:13.000000+00:00\"], \"session_ids\": [\"b49cfaf2-8786-49d0-af9e-0f274d25ee92\", \"f6556b0f-b302-4247-b663-9d596491c58a\", \"74c4360d-e7e9-4cdb-bc90-b6f20e4bb276\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.629}}, {\"31027\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-19 17:54:33.000000+00:00\", \"2020-02-24 23:41:07.000000+00:00\"], \"session_ids\": [\"2c70e6fd-3d7d-4a91-9f36-870a0d9959b6\", \"ab37b104-ebc5-43be-95f5-d26551b631dd\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 4.51}}, {\"26456\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-22 17:33:42.000000+00:00\", \"2020-07-16 14:44:57.000000+00:00\"], \"session_ids\": [\"794ea634-ba09-40b8-b82a-6f55c4939ba0\", \"91217159-ccfa-4b35-b99c-4e600185b507\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 5.115}}, {\"59834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-11 02:25:31.000000+00:00\", \"2021-10-04 04:01:43.000000+00:00\"], \"session_ids\": [\"be29e74e-6fd5-4689-8a6e-64dd64808155\", \"342a2911-52c7-4c3f-bbcb-00815176f2a6\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 7.633}}, {\"74955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-12 19:20:06.000000+00:00\", \"2021-12-27 22:39:37.000000+00:00\"], \"session_ids\": [\"90e009d0-3d89-4649-a94a-c60d53acfd68\", \"fdba953a-4f55-40e7-85d5-34e5739121a0\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 4.9}}, {\"27520\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-04-14 22:53:19.000000+00:00\", \"2020-12-17 04:43:40.000000+00:00\"], \"session_ids\": [\"b5e8ef32-013d-44e9-9353-a426761f4d22\", \"76656d75-6674-42b5-bd80-40eb990eb3de\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 3.639}}, {\"17188\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-03 13:27:46.000000+00:00\", \"2019-09-24 18:37:18.000000+00:00\"], \"session_ids\": [\"0614ff37-ca42-4496-964f-9a59351d5752\", \"64cd24cc-8477-4c10-910d-880fb8c9ad37\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 8.375}}, {\"81688\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-14 09:56:49.000000+00:00\", \"2019-09-13 14:57:36.000000+00:00\"], \"session_ids\": [\"b4146e46-7b7d-419b-b48b-65363f2dbb9c\", \"230a9cd4-9a55-4555-9e4a-df35f0428f61\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 11.222}}]\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 total time using the app of sessions that is below 824, inclusive num 824 also implement sorting by app usage time per week in asc order plus keep only 2 entries."
}
] |
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