conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Mumbai, Quito, Berlin, Santiago, Tokyo, Athens, Edinburgh"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Mumbai\", \"Quito\", \"Berlin\", \"Santiago\", \"Tokyo\", \"Athens\", \"Edinburgh\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13368\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-07-07 00:59:13.000000+00:00\", \"2021-02-20 06:12:28.000000+00:00\", \"2020-11-11 14:49:43.000000+00:00\", \"2023-03-11 05:46:40.000000+00:00\", \"2019-06-05 04:54:49.000000+00:00\", \"2021-09-21 13:36:49.000000+00:00\", \"2020-07-18 10:36:55.000000+00:00\"], \"session_ids\": [\"c2968002-c7e3-4e60-9ad0-b764b9a150ea\", \"ce3aa3cd-00c7-4288-b354-b6c9d87e468c\", \"bede7d8b-9822-496f-86c8-05ffde4e207a\", \"a33a3260-2360-4f6e-9c4f-f36c6b9e0308\", \"ec42e28d-4cca-4916-8d33-3e55c34961c7\", \"0cb0f200-bd23-44c2-9331-c4ee2c199f22\", \"859cdef2-52a3-4bfe-a6a0-b44d9259648b\"], \"total_duration\": 8219.0, \"total_sessions\": 7, \"mean_week_duration\": 41.721}, \"66308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-02 08:41:04.000000+00:00\", \"2019-10-08 17:47:37.000000+00:00\", \"2019-08-26 14:02:10.000000+00:00\"], \"session_ids\": [\"9d6ea87a-a59a-4c5b-b2ca-75d1fee07026\", \"fb33b88a-7ea4-4ea0-88d0-48627aba69a0\", \"2743a058-bf98-400d-86f3-1223a47d263c\"], \"total_duration\": 776.0, \"total_sessions\": 3, \"mean_week_duration\": 7.683}, \"93746\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-11 18:04:05.000000+00:00\", \"2022-04-30 18:21:03.000000+00:00\"], \"session_ids\": [\"cf0d99e9-5688-4591-8ee5-078f9b72f013\", \"aaea54c4-400e-4868-ac00-7a223c4cc54a\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 0.982}, \"14469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-02 15:31:00.000000+00:00\", \"2020-01-02 06:15:37.000000+00:00\"], \"session_ids\": [\"c7ecca83-0ad2-488f-8ef7-1edd2513eda1\", \"570eb033-2767-4fe0-8f1a-5685bf646279\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.155}, \"90523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 8, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-01-12 19:16:36.000000+00:00\", \"2020-12-02 01:53:41.000000+00:00\"], \"session_ids\": [\"f1535cee-70eb-495b-9ccb-e1c67da0c64d\", \"6a6f2cb2-2db2-48bd-ae78-ab3dc4a3553f\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.515}, \"18218\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-10 10:45:52.000000+00:00\", \"2020-11-17 11:50:31.000000+00:00\", \"2019-12-14 20:23:13.000000+00:00\", \"2021-05-08 06:42:53.000000+00:00\", \"2019-09-16 21:01:04.000000+00:00\", \"2022-08-17 16:44:54.000000+00:00\", \"2019-07-20 23:23:54.000000+00:00\", \"2021-11-23 07:25:34.000000+00:00\"], \"session_ids\": [\"13896847-b724-45e1-93ee-d74015eafab2\", \"9034e011-a510-4fa3-8b9f-4dfe8c77d1ad\", \"5b7cb621-5b65-4d9c-b3a1-7c31a7655c84\", \"88421455-9058-433d-a0a0-611098c2bbe2\", \"69ed8c98-d799-4e07-a6de-e287684f5af1\", \"85f6b328-5706-4738-a254-58a46653a5e9\", \"5133d04c-7438-4b3f-8ce2-53883ba887c1\", \"21b544cf-4d96-457a-897a-ce35b7d40ab7\"], \"total_duration\": 876.0, \"total_sessions\": 8, \"mean_week_duration\": 5.006}, \"44730\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-19 06:13:11.000000+00:00\", \"2022-08-23 09:02:56.000000+00:00\", \"2019-07-03 12:29:16.000000+00:00\"], \"session_ids\": [\"142b016d-f5d2-4ea5-84f4-c1d781cf6f0f\", \"4c9ca96d-1d86-4884-83eb-ad6472a5003a\", \"a2abfb7a-3abc-404a-a53a-50f94787c8c9\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.232}, \"67582\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-26 10:50:28.000000+00:00\", \"2020-02-02 17:12:08.000000+00:00\"], \"session_ids\": [\"77b96d6f-e271-4a03-9ef1-f4152dd1faff\", \"b4eb7a55-6435-4c5d-8dd0-24f9069511b8\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}, \"65109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-04-16 13:21:54.000000+00:00\", \"2022-05-19 07:47:37.000000+00:00\"], \"session_ids\": [\"7bd259d5-38d1-4c23-bacd-e9cd6c26319d\", \"4603f531-2e08-4e3a-816b-7aa747c7e052\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 6.614}, \"12757\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-31 22:59:24.000000+00:00\", \"2020-04-18 03:26:21.000000+00:00\"], \"session_ids\": [\"d3b8c92a-20c7-4fdc-91f2-0096f1b3f252\", \"60c994d6-c663-440e-8df8-2b56a925c754\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"14469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-02 15:31:00.000000+00:00\", \"2020-01-02 06:15:37.000000+00:00\"], \"session_ids\": [\"c7ecca83-0ad2-488f-8ef7-1edd2513eda1\", \"570eb033-2767-4fe0-8f1a-5685bf646279\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.155}}, {\"67582\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-26 10:50:28.000000+00:00\", \"2020-02-02 17:12:08.000000+00:00\"], \"session_ids\": [\"77b96d6f-e271-4a03-9ef1-f4152dd1faff\", \"b4eb7a55-6435-4c5d-8dd0-24f9069511b8\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}}, {\"12757\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-31 22:59:24.000000+00:00\", \"2020-04-18 03:26:21.000000+00:00\"], \"session_ids\": [\"d3b8c92a-20c7-4fdc-91f2-0096f1b3f252\", \"60c994d6-c663-440e-8df8-2b56a925c754\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}}, {\"90523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 8, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-01-12 19:16:36.000000+00:00\", \"2020-12-02 01:53:41.000000+00:00\"], \"session_ids\": [\"f1535cee-70eb-495b-9ccb-e1c67da0c64d\", \"6a6f2cb2-2db2-48bd-ae78-ab3dc4a3553f\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.515}}, {\"93746\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-11 18:04:05.000000+00:00\", \"2022-04-30 18:21:03.000000+00:00\"], \"session_ids\": [\"cf0d99e9-5688-4591-8ee5-078f9b72f013\", \"aaea54c4-400e-4868-ac00-7a223c4cc54a\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 0.982}}, {\"44730\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-19 06:13:11.000000+00:00\", \"2022-08-23 09:02:56.000000+00:00\", \"2019-07-03 12:29:16.000000+00:00\"], \"session_ids\": [\"142b016d-f5d2-4ea5-84f4-c1d781cf6f0f\", \"4c9ca96d-1d86-4884-83eb-ad6472a5003a\", \"a2abfb7a-3abc-404a-a53a-50f94787c8c9\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.232}}, {\"65109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-04-16 13:21:54.000000+00:00\", \"2022-05-19 07:47:37.000000+00:00\"], \"session_ids\": [\"7bd259d5-38d1-4c23-bacd-e9cd6c26319d\", \"4603f531-2e08-4e3a-816b-7aa747c7e052\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 6.614}}, {\"66308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-02 08:41:04.000000+00:00\", \"2019-10-08 17:47:37.000000+00:00\", \"2019-08-26 14:02:10.000000+00:00\"], \"session_ids\": [\"9d6ea87a-a59a-4c5b-b2ca-75d1fee07026\", \"fb33b88a-7ea4-4ea0-88d0-48627aba69a0\", \"2743a058-bf98-400d-86f3-1223a47d263c\"], \"total_duration\": 776.0, \"total_sessions\": 3, \"mean_week_duration\": 7.683}}, {\"18218\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-10 10:45:52.000000+00:00\", \"2020-11-17 11:50:31.000000+00:00\", \"2019-12-14 20:23:13.000000+00:00\", \"2021-05-08 06:42:53.000000+00:00\", \"2019-09-16 21:01:04.000000+00:00\", \"2022-08-17 16:44:54.000000+00:00\", \"2019-07-20 23:23:54.000000+00:00\", \"2021-11-23 07:25:34.000000+00:00\"], \"session_ids\": [\"13896847-b724-45e1-93ee-d74015eafab2\", \"9034e011-a510-4fa3-8b9f-4dfe8c77d1ad\", \"5b7cb621-5b65-4d9c-b3a1-7c31a7655c84\", \"88421455-9058-433d-a0a0-611098c2bbe2\", \"69ed8c98-d799-4e07-a6de-e287684f5af1\", \"85f6b328-5706-4738-a254-58a46653a5e9\", \"5133d04c-7438-4b3f-8ce2-53883ba887c1\", \"21b544cf-4d96-457a-897a-ce35b7d40ab7\"], \"total_duration\": 876.0, \"total_sessions\": 8, \"mean_week_duration\": 5.006}}, {\"13368\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-07-07 00:59:13.000000+00:00\", \"2021-02-20 06:12:28.000000+00:00\", \"2020-11-11 14:49:43.000000+00:00\", \"2023-03-11 05:46:40.000000+00:00\", \"2019-06-05 04:54:49.000000+00:00\", \"2021-09-21 13:36:49.000000+00:00\", \"2020-07-18 10:36:55.000000+00:00\"], \"session_ids\": [\"c2968002-c7e3-4e60-9ad0-b764b9a150ea\", \"ce3aa3cd-00c7-4288-b354-b6c9d87e468c\", \"bede7d8b-9822-496f-86c8-05ffde4e207a\", \"a33a3260-2360-4f6e-9c4f-f36c6b9e0308\", \"ec42e28d-4cca-4916-8d33-3e55c34961c7\", \"0cb0f200-bd23-44c2-9331-c4ee2c199f22\", \"859cdef2-52a3-4bfe-a6a0-b44d9259648b\"], \"total_duration\": 8219.0, \"total_sessions\": 7, \"mean_week_duration\": 41.721}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"14469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-02 15:31:00.000000+00:00\", \"2020-01-02 06:15:37.000000+00:00\"], \"session_ids\": [\"c7ecca83-0ad2-488f-8ef7-1edd2513eda1\", \"570eb033-2767-4fe0-8f1a-5685bf646279\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.155}}, {\"67582\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-26 10:50:28.000000+00:00\", \"2020-02-02 17:12:08.000000+00:00\"], \"session_ids\": [\"77b96d6f-e271-4a03-9ef1-f4152dd1faff\", \"b4eb7a55-6435-4c5d-8dd0-24f9069511b8\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}}, {\"12757\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-31 22:59:24.000000+00:00\", \"2020-04-18 03:26:21.000000+00:00\"], \"session_ids\": [\"d3b8c92a-20c7-4fdc-91f2-0096f1b3f252\", \"60c994d6-c663-440e-8df8-2b56a925c754\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}}, {\"90523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 8, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-01-12 19:16:36.000000+00:00\", \"2020-12-02 01:53:41.000000+00:00\"], \"session_ids\": [\"f1535cee-70eb-495b-9ccb-e1c67da0c64d\", \"6a6f2cb2-2db2-48bd-ae78-ab3dc4a3553f\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.515}}, {\"93746\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-11 18:04:05.000000+00:00\", \"2022-04-30 18:21:03.000000+00:00\"], \"session_ids\": [\"cf0d99e9-5688-4591-8ee5-078f9b72f013\", \"aaea54c4-400e-4868-ac00-7a223c4cc54a\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 0.982}}]\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[{\"14469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-02 15:31:00.000000+00:00\", \"2020-01-02 06:15:37.000000+00:00\"], \"session_ids\": [\"c7ecca83-0ad2-488f-8ef7-1edd2513eda1\", \"570eb033-2767-4fe0-8f1a-5685bf646279\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.155}}, {\"67582\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-26 10:50:28.000000+00:00\", \"2020-02-02 17:12:08.000000+00:00\"], \"session_ids\": [\"77b96d6f-e271-4a03-9ef1-f4152dd1faff\", \"b4eb7a55-6435-4c5d-8dd0-24f9069511b8\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}}, {\"12757\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-31 22:59:24.000000+00:00\", \"2020-04-18 03:26:21.000000+00:00\"], \"session_ids\": [\"d3b8c92a-20c7-4fdc-91f2-0096f1b3f252\", \"60c994d6-c663-440e-8df8-2b56a925c754\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}}, {\"90523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 8, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-01-12 19:16:36.000000+00:00\", \"2020-12-02 01:53:41.000000+00:00\"], \"session_ids\": [\"f1535cee-70eb-495b-9ccb-e1c67da0c64d\", \"6a6f2cb2-2db2-48bd-ae78-ab3dc4a3553f\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.515}}, {\"93746\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-11 18:04:05.000000+00:00\", \"2022-04-30 18:21:03.000000+00:00\"], \"session_ids\": [\"cf0d99e9-5688-4591-8ee5-078f9b72f013\", \"aaea54c4-400e-4868-ac00-7a223c4cc54a\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 0.982}}]\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 7 users who have the lowest time spent on the site and in addition put to use sorting by all sessions quantity form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52983\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-04 23:09:56.000000+00:00\", \"2022-07-03 21:39:35.000000+00:00\"], \"session_ids\": [\"080a9087-5c2c-4efd-80ca-1ca31f0cff89\", \"31a6805b-377f-4963-998b-1877cd6d227d\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 3.689}, \"8383\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-14 17:39:28.000000+00:00\", \"2021-02-06 16:08:18.000000+00:00\", \"2022-11-28 15:53:08.000000+00:00\", \"2023-02-14 04:49:54.000000+00:00\", \"2020-12-07 05:38:44.000000+00:00\", \"2023-01-01 08:27:38.000000+00:00\", \"2022-10-21 20:28:43.000000+00:00\", \"2022-05-19 14:38:02.000000+00:00\", \"2019-09-23 11:16:13.000000+00:00\", \"2022-05-07 05:29:37.000000+00:00\"], \"session_ids\": [\"d9b43462-0c11-4782-a0a8-fe9b603c88b5\", \"1a896aa3-cfaf-4d5e-ad2d-7c5f09a9f229\", \"cf5bd6e5-5b29-40c3-a4e1-8cd31ba21212\", \"bf39ed8f-992e-4a69-ad72-1730c6f8a247\", \"7c86a3c3-82f8-4f88-b52e-afeb5d28f90c\", \"9e3fe92f-d684-47f6-88b6-8c2fc234c1ee\", \"bf79a6f9-2a59-4e26-822c-551284fe6c04\", \"57e41c64-8cff-4b3c-bf61-2e9087734d0b\", \"063bfdd9-c042-4ced-9d07-5cbe49b46788\", \"9b5e076f-8b81-427d-82ac-0646b7cc16d2\"], \"total_duration\": 6056.0, \"total_sessions\": 10, \"mean_week_duration\": 34.215}, \"3976\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-09 07:55:21.000000+00:00\", \"2023-02-14 19:05:50.000000+00:00\"], \"session_ids\": [\"37ed001f-b43b-4c95-82e7-0cffde9369f8\", \"42ec0849-2085-4192-a530-d7ea4b76c746\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 1.883}, \"2615\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-07-27 18:48:57.000000+00:00\", \"2023-06-20 14:45:08.000000+00:00\"], \"session_ids\": [\"4c588b16-35fe-447c-9d6d-5f50fe3b8013\", \"ec5896f6-271b-4070-931d-a1b06ca85bd6\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 9.936}, \"2545\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-25 07:42:22.000000+00:00\", \"2021-06-20 08:30:03.000000+00:00\", \"2022-08-08 00:16:26.000000+00:00\"], \"session_ids\": [\"8c35bca9-cf65-4eee-8cfa-47e8ce6b6072\", \"97fda6cf-99ad-4588-9bbb-24b3eaf0eee6\", \"b3a1c6df-c022-4050-af3b-b2ec871a18e1\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.305}, \"52027\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-30 23:36:23.000000+00:00\", \"2023-01-17 12:55:27.000000+00:00\"], \"session_ids\": [\"bf93167c-8f3f-4b85-a14d-45278825a499\", \"57df708c-4144-421a-aaf1-4395cb60e508\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.521}, \"47902\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-08 18:29:14.000000+00:00\", \"2021-03-07 23:45:31.000000+00:00\", \"2022-11-02 19:56:34.000000+00:00\", \"2019-09-20 00:29:41.000000+00:00\", \"2019-12-29 17:44:51.000000+00:00\", \"2019-01-26 01:09:23.000000+00:00\", \"2019-04-14 12:07:32.000000+00:00\", \"2022-07-07 13:38:13.000000+00:00\", \"2023-05-26 02:08:50.000000+00:00\", \"2019-03-01 12:45:33.000000+00:00\"], \"session_ids\": [\"ba82af3c-8d4a-4d07-8703-d50119b1a7e6\", \"b7d1aaff-002c-46fa-8fce-41506ba5dcce\", \"34c49e9d-4261-4c74-ad57-e9fe61bb7939\", \"49b1759b-da1a-4880-8e75-b490f0cafc03\", \"a43133e0-f9f2-493c-b811-6742114dbc2a\", \"0e3b3886-930d-4e18-ab26-d20c6c8c2009\", \"11c57f6b-ac7e-4d4e-9889-00f8e4c26930\", \"f0cf8c3a-3ef5-4b8f-aa06-51fe4f4d89ab\", \"fadf5438-931a-4b82-93cd-52e08c510d80\", \"56983809-54ea-43e0-8d16-f604a4d6ed68\"], \"total_duration\": 10676.0, \"total_sessions\": 10, \"mean_week_duration\": 47.239}, \"26238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-11 12:52:45.000000+00:00\", \"2020-05-18 23:00:32.000000+00:00\"], \"session_ids\": [\"8ad3356e-85d7-4e3d-a1b9-de06527c833f\", \"d3615778-113a-429c-9e4e-e985bc70fda6\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.144}, \"20766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-22 08:19:50.000000+00:00\", \"2020-09-02 09:20:03.000000+00:00\", \"2023-03-20 21:05:12.000000+00:00\", \"2020-06-05 17:01:05.000000+00:00\"], \"session_ids\": [\"084e7a84-f8a8-4a53-91ef-665ee3e8701d\", \"46fde096-2698-476d-9064-feb7a59f0c62\", \"bb808d6e-846a-4bf7-b207-853968970bfe\", \"822e38b6-f98a-43f4-9a89-635c77f1927f\"], \"total_duration\": 106.0, \"total_sessions\": 4, \"mean_week_duration\": 0.726}, \"95428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-05 15:30:15.000000+00:00\", \"2019-05-23 17:45:48.000000+00:00\", \"2019-08-30 18:17:36.000000+00:00\"], \"session_ids\": [\"0433f551-4091-4d22-bbed-74c0483647d3\", \"8476e2d8-67ce-4222-9794-642045d2f21b\", \"ca6affb8-8634-4d8e-a2eb-263998f47a6a\"], \"total_duration\": 256.0, \"total_sessions\": 3, \"mean_week_duration\": 5.12}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 7 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 7}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"2545\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-25 07:42:22.000000+00:00\", \"2021-06-20 08:30:03.000000+00:00\", \"2022-08-08 00:16:26.000000+00:00\"], \"session_ids\": [\"8c35bca9-cf65-4eee-8cfa-47e8ce6b6072\", \"97fda6cf-99ad-4588-9bbb-24b3eaf0eee6\", \"b3a1c6df-c022-4050-af3b-b2ec871a18e1\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.305}}, {\"52027\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-30 23:36:23.000000+00:00\", \"2023-01-17 12:55:27.000000+00:00\"], \"session_ids\": [\"bf93167c-8f3f-4b85-a14d-45278825a499\", \"57df708c-4144-421a-aaf1-4395cb60e508\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.521}}, {\"20766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-22 08:19:50.000000+00:00\", \"2020-09-02 09:20:03.000000+00:00\", \"2023-03-20 21:05:12.000000+00:00\", \"2020-06-05 17:01:05.000000+00:00\"], \"session_ids\": [\"084e7a84-f8a8-4a53-91ef-665ee3e8701d\", \"46fde096-2698-476d-9064-feb7a59f0c62\", \"bb808d6e-846a-4bf7-b207-853968970bfe\", \"822e38b6-f98a-43f4-9a89-635c77f1927f\"], \"total_duration\": 106.0, \"total_sessions\": 4, \"mean_week_duration\": 0.726}}, {\"26238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-11 12:52:45.000000+00:00\", \"2020-05-18 23:00:32.000000+00:00\"], \"session_ids\": [\"8ad3356e-85d7-4e3d-a1b9-de06527c833f\", \"d3615778-113a-429c-9e4e-e985bc70fda6\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.144}}, {\"52983\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-04 23:09:56.000000+00:00\", \"2022-07-03 21:39:35.000000+00:00\"], \"session_ids\": [\"080a9087-5c2c-4efd-80ca-1ca31f0cff89\", \"31a6805b-377f-4963-998b-1877cd6d227d\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 3.689}}, {\"95428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-05 15:30:15.000000+00:00\", \"2019-05-23 17:45:48.000000+00:00\", \"2019-08-30 18:17:36.000000+00:00\"], \"session_ids\": [\"0433f551-4091-4d22-bbed-74c0483647d3\", \"8476e2d8-67ce-4222-9794-642045d2f21b\", \"ca6affb8-8634-4d8e-a2eb-263998f47a6a\"], \"total_duration\": 256.0, \"total_sessions\": 3, \"mean_week_duration\": 5.12}}, {\"3976\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-09 07:55:21.000000+00:00\", \"2023-02-14 19:05:50.000000+00:00\"], \"session_ids\": [\"37ed001f-b43b-4c95-82e7-0cffde9369f8\", \"42ec0849-2085-4192-a530-d7ea4b76c746\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 1.883}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52027\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-30 23:36:23.000000+00:00\", \"2023-01-17 12:55:27.000000+00:00\"], \"session_ids\": [\"bf93167c-8f3f-4b85-a14d-45278825a499\", \"57df708c-4144-421a-aaf1-4395cb60e508\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.521}}, {\"26238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-11 12:52:45.000000+00:00\", \"2020-05-18 23:00:32.000000+00:00\"], \"session_ids\": [\"8ad3356e-85d7-4e3d-a1b9-de06527c833f\", \"d3615778-113a-429c-9e4e-e985bc70fda6\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.144}}, {\"52983\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-04 23:09:56.000000+00:00\", \"2022-07-03 21:39:35.000000+00:00\"], \"session_ids\": [\"080a9087-5c2c-4efd-80ca-1ca31f0cff89\", \"31a6805b-377f-4963-998b-1877cd6d227d\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 3.689}}, {\"3976\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-09 07:55:21.000000+00:00\", \"2023-02-14 19:05:50.000000+00:00\"], \"session_ids\": [\"37ed001f-b43b-4c95-82e7-0cffde9369f8\", \"42ec0849-2085-4192-a530-d7ea4b76c746\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 1.883}}, {\"2545\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-25 07:42:22.000000+00:00\", \"2021-06-20 08:30:03.000000+00:00\", \"2022-08-08 00:16:26.000000+00:00\"], \"session_ids\": [\"8c35bca9-cf65-4eee-8cfa-47e8ce6b6072\", \"97fda6cf-99ad-4588-9bbb-24b3eaf0eee6\", \"b3a1c6df-c022-4050-af3b-b2ec871a18e1\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.305}}, {\"95428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-05 15:30:15.000000+00:00\", \"2019-05-23 17:45:48.000000+00:00\", \"2019-08-30 18:17:36.000000+00:00\"], \"session_ids\": [\"0433f551-4091-4d22-bbed-74c0483647d3\", \"8476e2d8-67ce-4222-9794-642045d2f21b\", \"ca6affb8-8634-4d8e-a2eb-263998f47a6a\"], \"total_duration\": 256.0, \"total_sessions\": 3, \"mean_week_duration\": 5.12}}, {\"20766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-22 08:19:50.000000+00:00\", \"2020-09-02 09:20:03.000000+00:00\", \"2023-03-20 21:05:12.000000+00:00\", \"2020-06-05 17:01:05.000000+00:00\"], \"session_ids\": [\"084e7a84-f8a8-4a53-91ef-665ee3e8701d\", \"46fde096-2698-476d-9064-feb7a59f0c62\", \"bb808d6e-846a-4bf7-b207-853968970bfe\", \"822e38b6-f98a-43f4-9a89-635c77f1927f\"], \"total_duration\": 106.0, \"total_sessions\": 4, \"mean_week_duration\": 0.726}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52027\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-30 23:36:23.000000+00:00\", \"2023-01-17 12:55:27.000000+00:00\"], \"session_ids\": [\"bf93167c-8f3f-4b85-a14d-45278825a499\", \"57df708c-4144-421a-aaf1-4395cb60e508\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.521}}, {\"26238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-11 12:52:45.000000+00:00\", \"2020-05-18 23:00:32.000000+00:00\"], \"session_ids\": [\"8ad3356e-85d7-4e3d-a1b9-de06527c833f\", \"d3615778-113a-429c-9e4e-e985bc70fda6\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.144}}, {\"52983\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-04 23:09:56.000000+00:00\", \"2022-07-03 21:39:35.000000+00:00\"], \"session_ids\": [\"080a9087-5c2c-4efd-80ca-1ca31f0cff89\", \"31a6805b-377f-4963-998b-1877cd6d227d\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 3.689}}, {\"3976\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-09 07:55:21.000000+00:00\", \"2023-02-14 19:05:50.000000+00:00\"], \"session_ids\": [\"37ed001f-b43b-4c95-82e7-0cffde9369f8\", \"42ec0849-2085-4192-a530-d7ea4b76c746\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 1.883}}, {\"2545\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-25 07:42:22.000000+00:00\", \"2021-06-20 08:30:03.000000+00:00\", \"2022-08-08 00:16:26.000000+00:00\"], \"session_ids\": [\"8c35bca9-cf65-4eee-8cfa-47e8ce6b6072\", \"97fda6cf-99ad-4588-9bbb-24b3eaf0eee6\", \"b3a1c6df-c022-4050-af3b-b2ec871a18e1\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.305}}, {\"95428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-05 15:30:15.000000+00:00\", \"2019-05-23 17:45:48.000000+00:00\", \"2019-08-30 18:17:36.000000+00:00\"], \"session_ids\": [\"0433f551-4091-4d22-bbed-74c0483647d3\", \"8476e2d8-67ce-4222-9794-642045d2f21b\", \"ca6affb8-8634-4d8e-a2eb-263998f47a6a\"], \"total_duration\": 256.0, \"total_sessions\": 3, \"mean_week_duration\": 5.12}}, {\"20766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-22 08:19:50.000000+00:00\", \"2020-09-02 09:20:03.000000+00:00\", \"2023-03-20 21:05:12.000000+00:00\", \"2020-06-05 17:01:05.000000+00:00\"], \"session_ids\": [\"084e7a84-f8a8-4a53-91ef-665ee3e8701d\", \"46fde096-2698-476d-9064-feb7a59f0c62\", \"bb808d6e-846a-4bf7-b207-853968970bfe\", \"822e38b6-f98a-43f4-9a89-635c77f1927f\"], \"total_duration\": 106.0, \"total_sessions\": 4, \"mean_week_duration\": 0.726}}]\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[{\"52027\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-30 23:36:23.000000+00:00\", \"2023-01-17 12:55:27.000000+00:00\"], \"session_ids\": [\"bf93167c-8f3f-4b85-a14d-45278825a499\", \"57df708c-4144-421a-aaf1-4395cb60e508\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.521}}, {\"26238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-11 12:52:45.000000+00:00\", \"2020-05-18 23:00:32.000000+00:00\"], \"session_ids\": [\"8ad3356e-85d7-4e3d-a1b9-de06527c833f\", \"d3615778-113a-429c-9e4e-e985bc70fda6\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.144}}, {\"52983\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-04 23:09:56.000000+00:00\", \"2022-07-03 21:39:35.000000+00:00\"], \"session_ids\": [\"080a9087-5c2c-4efd-80ca-1ca31f0cff89\", \"31a6805b-377f-4963-998b-1877cd6d227d\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 3.689}}, {\"3976\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-09 07:55:21.000000+00:00\", \"2023-02-14 19:05:50.000000+00:00\"], \"session_ids\": [\"37ed001f-b43b-4c95-82e7-0cffde9369f8\", \"42ec0849-2085-4192-a530-d7ea4b76c746\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 1.883}}, {\"2545\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-25 07:42:22.000000+00:00\", \"2021-06-20 08:30:03.000000+00:00\", \"2022-08-08 00:16:26.000000+00:00\"], \"session_ids\": [\"8c35bca9-cf65-4eee-8cfa-47e8ce6b6072\", \"97fda6cf-99ad-4588-9bbb-24b3eaf0eee6\", \"b3a1c6df-c022-4050-af3b-b2ec871a18e1\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.305}}, {\"95428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-05 15:30:15.000000+00:00\", \"2019-05-23 17:45:48.000000+00:00\", \"2019-08-30 18:17:36.000000+00:00\"], \"session_ids\": [\"0433f551-4091-4d22-bbed-74c0483647d3\", \"8476e2d8-67ce-4222-9794-642045d2f21b\", \"ca6affb8-8634-4d8e-a2eb-263998f47a6a\"], \"total_duration\": 256.0, \"total_sessions\": 3, \"mean_week_duration\": 5.12}}, {\"20766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-22 08:19:50.000000+00:00\", \"2020-09-02 09:20:03.000000+00:00\", \"2023-03-20 21:05:12.000000+00:00\", \"2020-06-05 17:01:05.000000+00:00\"], \"session_ids\": [\"084e7a84-f8a8-4a53-91ef-665ee3e8701d\", \"46fde096-2698-476d-9064-feb7a59f0c62\", \"bb808d6e-846a-4bf7-b207-853968970bfe\", \"822e38b6-f98a-43f4-9a89-635c77f1927f\"], \"total_duration\": 106.0, \"total_sessions\": 4, \"mean_week_duration\": 0.726}}]\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 7 users with a total duration that is above 869 and below 4786, exclusive 4786 inclusive 869 , moreover carry out sorting by city title in desc as well as get rid of all records, except 4."
}
] |
[
{
"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{\"70117\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-09 18:56:18.000000+00:00\", \"2020-08-19 08:38:03.000000+00:00\", \"2020-09-13 04:04:31.000000+00:00\"], \"session_ids\": [\"d05457f8-dbf2-4dfd-af7e-74ce26629c53\", \"9bfb75d2-3b96-4015-b80b-ef5f0d322180\", \"23ff791a-398d-4964-9324-76321e7b936d\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 8.2}, \"84736\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-19 02:55:47.000000+00:00\", \"2021-01-03 09:09:57.000000+00:00\", \"2023-02-09 21:08:17.000000+00:00\"], \"session_ids\": [\"d0243711-4eb4-453a-b4ff-2a1fff7733f5\", \"4150b49e-1404-47a5-a699-d6bbdf7849a8\", \"5b7ca384-9fdf-4c72-b9cf-774ed74f6eaa\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 2.636}, \"94393\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-01-05 05:00:48.000000+00:00\", \"2021-11-11 14:57:48.000000+00:00\"], \"session_ids\": [\"dbd0f52e-c781-4c10-87b4-f050084461cd\", \"1027cfe7-e8d3-4999-82f3-0213743977bc\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 3.2}, \"20340\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-04-02 22:16:37.000000+00:00\", \"2021-03-18 09:45:13.000000+00:00\"], \"session_ids\": [\"5f59244f-494a-474d-9df1-b900a5c76859\", \"8e70cded-b563-4224-9c38-cfc150db7829\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.42}, \"22670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-21 23:53:27.000000+00:00\", \"2020-12-03 03:12:24.000000+00:00\"], \"session_ids\": [\"514bf5a7-edcd-4d9a-a2a2-58bca5a10f1a\", \"ebe65f21-5ac4-4bc1-b98a-6d2e7d47aeb1\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 19.571}, \"78532\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-04-07 10:21:40.000000+00:00\", \"2020-10-25 13:18:04.000000+00:00\"], \"session_ids\": [\"81ba79f7-2a06-4209-89bf-90b790a86585\", \"6bd4a185-634e-46e8-961d-8351437687d7\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.579}, \"94653\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-18 18:44:44.000000+00:00\", \"2020-10-14 10:36:16.000000+00:00\", \"2022-07-09 04:24:31.000000+00:00\", \"2020-07-01 05:19:05.000000+00:00\", \"2019-05-01 13:49:29.000000+00:00\"], \"session_ids\": [\"80bae82a-14aa-4925-a033-5af3b8141594\", \"c8b810a2-759a-437c-931f-3462d1fc1dcd\", \"184daad5-25f8-4bca-b894-a81f4aa116ef\", \"d6420f72-31af-4861-9225-ce610fd62755\", \"c55618f4-8c0a-4a20-8f92-ce04e875c440\"], \"total_duration\": 2807.0, \"total_sessions\": 5, \"mean_week_duration\": 16.808}, \"69908\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-29 16:22:32.000000+00:00\", \"2020-07-14 08:13:39.000000+00:00\"], \"session_ids\": [\"c6999779-1adf-42b1-b023-340bfccb2aba\", \"ad2ed965-1597-4d5c-b40c-19e3eb4256fc\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.609}, \"44896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-19 12:44:52.000000+00:00\", \"2022-12-12 19:00:42.000000+00:00\", \"2022-10-06 09:31:07.000000+00:00\", \"2021-06-05 03:47:20.000000+00:00\", \"2023-02-22 12:42:26.000000+00:00\"], \"session_ids\": [\"a6ebfb96-da05-4379-ae2d-eb3d7fe23337\", \"a479ebbe-7cdd-4c88-a53f-6acd2b38d525\", \"cedaefee-a16f-46c5-afca-fd2448e90c93\", \"32639154-0f31-435c-a6cf-cb396377965b\", \"b7dd6b83-dced-4f71-ab35-eb740626fdd3\"], \"total_duration\": 408.0, \"total_sessions\": 5, \"mean_week_duration\": 4.533}, \"42890\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-21 00:22:22.000000+00:00\", \"2019-08-25 12:22:52.000000+00:00\"], \"session_ids\": [\"b187e6f3-7b20-4499-bd14-d59a2289ba7c\", \"b95d57fb-7396-438e-9e61-70b3314543a7\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.82}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 869 and are less than 4786"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[869, 4786]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94653\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-18 18:44:44.000000+00:00\", \"2020-10-14 10:36:16.000000+00:00\", \"2022-07-09 04:24:31.000000+00:00\", \"2020-07-01 05:19:05.000000+00:00\", \"2019-05-01 13:49:29.000000+00:00\"], \"session_ids\": [\"80bae82a-14aa-4925-a033-5af3b8141594\", \"c8b810a2-759a-437c-931f-3462d1fc1dcd\", \"184daad5-25f8-4bca-b894-a81f4aa116ef\", \"d6420f72-31af-4861-9225-ce610fd62755\", \"c55618f4-8c0a-4a20-8f92-ce04e875c440\"], \"total_duration\": 2807.0, \"total_sessions\": 5, \"mean_week_duration\": 16.808}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94653\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-18 18:44:44.000000+00:00\", \"2020-10-14 10:36:16.000000+00:00\", \"2022-07-09 04:24:31.000000+00:00\", \"2020-07-01 05:19:05.000000+00:00\", \"2019-05-01 13:49:29.000000+00:00\"], \"session_ids\": [\"80bae82a-14aa-4925-a033-5af3b8141594\", \"c8b810a2-759a-437c-931f-3462d1fc1dcd\", \"184daad5-25f8-4bca-b894-a81f4aa116ef\", \"d6420f72-31af-4861-9225-ce610fd62755\", \"c55618f4-8c0a-4a20-8f92-ce04e875c440\"], \"total_duration\": 2807.0, \"total_sessions\": 5, \"mean_week_duration\": 16.808}}]\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[{\"94653\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-18 18:44:44.000000+00:00\", \"2020-10-14 10:36:16.000000+00:00\", \"2022-07-09 04:24:31.000000+00:00\", \"2020-07-01 05:19:05.000000+00:00\", \"2019-05-01 13:49:29.000000+00:00\"], \"session_ids\": [\"80bae82a-14aa-4925-a033-5af3b8141594\", \"c8b810a2-759a-437c-931f-3462d1fc1dcd\", \"184daad5-25f8-4bca-b894-a81f4aa116ef\", \"d6420f72-31af-4861-9225-ce610fd62755\", \"c55618f4-8c0a-4a20-8f92-ce04e875c440\"], \"total_duration\": 2807.0, \"total_sessions\": 5, \"mean_week_duration\": 16.808}}]\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[{\"94653\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-18 18:44:44.000000+00:00\", \"2020-10-14 10:36:16.000000+00:00\", \"2022-07-09 04:24:31.000000+00:00\", \"2020-07-01 05:19:05.000000+00:00\", \"2019-05-01 13:49:29.000000+00:00\"], \"session_ids\": [\"80bae82a-14aa-4925-a033-5af3b8141594\", \"c8b810a2-759a-437c-931f-3462d1fc1dcd\", \"184daad5-25f8-4bca-b894-a81f4aa116ef\", \"d6420f72-31af-4861-9225-ce610fd62755\", \"c55618f4-8c0a-4a20-8f92-ce04e875c440\"], \"total_duration\": 2807.0, \"total_sessions\": 5, \"mean_week_duration\": 16.808}}]\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 3 users with a time in app that is lower than 498, exclusive 498 also apply sorting by time spent on the site 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{\"2563\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-06 01:17:00.000000+00:00\", \"2019-11-15 05:43:44.000000+00:00\", \"2022-08-12 22:39:28.000000+00:00\"], \"session_ids\": [\"4f064fc1-7c22-4aae-9444-a43993a653e2\", \"bae6add6-a065-45f1-80d4-d3b139ff9ee4\", \"9ec98847-1436-402f-b207-ac996ee0fa5c\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 1.636}, \"53264\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-03 21:21:19.000000+00:00\", \"2020-10-20 00:26:27.000000+00:00\", \"2019-06-12 06:35:50.000000+00:00\", \"2022-10-12 11:38:44.000000+00:00\"], \"session_ids\": [\"598bc8f2-436b-4712-adff-892d0e6d8294\", \"7b3b6098-ffc2-4a28-a79a-4593ff4ffccd\", \"e285e2ec-6215-4272-bd6a-ad4cac822d6d\", \"dabf3a73-1cd4-4a4e-86c3-98f8df62377f\"], \"total_duration\": 1731.0, \"total_sessions\": 4, \"mean_week_duration\": 9.948}, \"69414\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-14 20:16:25.000000+00:00\", \"2020-10-26 01:06:33.000000+00:00\", \"2022-11-05 05:12:53.000000+00:00\"], \"session_ids\": [\"22136ef2-077e-45d7-95da-481cb9de544e\", \"51bceee7-397c-4835-98af-158e598e02d6\", \"f3bbc0e5-6a8e-41fe-9715-39c1db62e307\"], \"total_duration\": 210.0, \"total_sessions\": 3, \"mean_week_duration\": 1.944}, \"1838\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-07-14 10:09:39.000000+00:00\", \"2022-02-08 12:58:59.000000+00:00\", \"2021-10-28 04:29:30.000000+00:00\", \"2020-09-04 22:09:34.000000+00:00\", \"2019-03-14 13:39:53.000000+00:00\", \"2019-12-17 06:20:42.000000+00:00\", \"2021-10-30 01:00:36.000000+00:00\", \"2020-04-04 22:09:15.000000+00:00\", \"2019-08-17 19:50:41.000000+00:00\"], \"session_ids\": [\"b583cef3-4497-4fef-8294-7bf530a9a207\", \"16fdb6f9-6ba6-45ff-af60-fb040d4cb80d\", \"2560662b-03ab-4184-9d69-eeab77bbcb72\", \"1f4692c5-4c90-46ce-8074-1c294aecf139\", \"ba3b0b4c-f995-4d0a-b7ab-2a66ae4e748b\", \"47413db2-1f6e-4958-9d31-06f947463f75\", \"e2202d8b-0212-4fa5-a4f6-5b10e0dd2f3c\", \"130f69b0-2d25-40d3-b973-77153be5183d\", \"5e21a84d-1425-4d51-ad32-6a2b694a43e1\"], \"total_duration\": 9615.0, \"total_sessions\": 9, \"mean_week_duration\": 63.257}, \"53829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-27 03:01:06.000000+00:00\", \"2021-10-09 01:17:49.000000+00:00\", \"2020-10-09 11:17:13.000000+00:00\"], \"session_ids\": [\"b9e74a65-3efd-4d28-8b49-4965bd840de2\", \"94f35c16-cd2f-4191-8333-5fc20ec0997c\", \"0d4cfa90-96ea-4507-9ab4-3d2f46268fbd\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 3.111}, \"33315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-30 16:19:09.000000+00:00\", \"2023-05-21 11:29:26.000000+00:00\"], \"session_ids\": [\"397505e0-0116-4cf2-9ae8-ac8ea5241b8d\", \"223b671c-7b96-4d49-b089-106e780ace7b\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 1.847}, \"61909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-17 02:11:48.000000+00:00\", \"2022-02-24 15:49:23.000000+00:00\", \"2023-01-27 08:00:36.000000+00:00\", \"2019-03-02 19:57:05.000000+00:00\", \"2021-12-12 03:14:21.000000+00:00\"], \"session_ids\": [\"1bede1ce-fae1-4207-822a-43f7c801d2e4\", \"72903740-759a-4900-aee5-770969cb74a1\", \"3ec20900-06e6-450e-a8ec-08aa024d9ee9\", \"0ed576dc-3b6d-497d-b32a-39e8f6f4fdb0\", \"88eaa21c-e021-4897-89e4-9e364b598e33\"], \"total_duration\": 272.0, \"total_sessions\": 5, \"mean_week_duration\": 1.289}, \"61246\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-17 05:28:07.000000+00:00\", \"2021-04-05 15:28:35.000000+00:00\"], \"session_ids\": [\"f5f007dd-84f9-48e6-b37c-cede3230eb0c\", \"80402d8c-cae2-4a1a-adc0-a4366ce3a9b9\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 2.533}, \"41829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-21 21:14:26.000000+00:00\", \"2021-12-02 21:14:12.000000+00:00\", \"2020-03-16 15:36:03.000000+00:00\", \"2022-08-13 18:05:09.000000+00:00\"], \"session_ids\": [\"72cd9910-b37a-45a5-931b-2c81f1a6904a\", \"0e56b340-f68f-4951-afca-a1a954a23db1\", \"db113d3b-3703-40bd-a606-1448b55b0ea0\", \"7a09c43b-8f33-478e-abaf-289808677a8a\"], \"total_duration\": 534.0, \"total_sessions\": 4, \"mean_week_duration\": 3.683}, \"14908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-04 03:46:05.000000+00:00\", \"2022-12-14 10:48:33.000000+00:00\"], \"session_ids\": [\"bf14278b-4103-4d2f-bbdb-1853a4bd86fc\", \"0cee31e2-d940-4547-8e8f-cd038a9dfbf7\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 15.036}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 498"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[498, 2616]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2563\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-06 01:17:00.000000+00:00\", \"2019-11-15 05:43:44.000000+00:00\", \"2022-08-12 22:39:28.000000+00:00\"], \"session_ids\": [\"4f064fc1-7c22-4aae-9444-a43993a653e2\", \"bae6add6-a065-45f1-80d4-d3b139ff9ee4\", \"9ec98847-1436-402f-b207-ac996ee0fa5c\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 1.636}, \"69414\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-14 20:16:25.000000+00:00\", \"2020-10-26 01:06:33.000000+00:00\", \"2022-11-05 05:12:53.000000+00:00\"], \"session_ids\": [\"22136ef2-077e-45d7-95da-481cb9de544e\", \"51bceee7-397c-4835-98af-158e598e02d6\", \"f3bbc0e5-6a8e-41fe-9715-39c1db62e307\"], \"total_duration\": 210.0, \"total_sessions\": 3, \"mean_week_duration\": 1.944}, \"53829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-27 03:01:06.000000+00:00\", \"2021-10-09 01:17:49.000000+00:00\", \"2020-10-09 11:17:13.000000+00:00\"], \"session_ids\": [\"b9e74a65-3efd-4d28-8b49-4965bd840de2\", \"94f35c16-cd2f-4191-8333-5fc20ec0997c\", \"0d4cfa90-96ea-4507-9ab4-3d2f46268fbd\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 3.111}, \"33315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-30 16:19:09.000000+00:00\", \"2023-05-21 11:29:26.000000+00:00\"], \"session_ids\": [\"397505e0-0116-4cf2-9ae8-ac8ea5241b8d\", \"223b671c-7b96-4d49-b089-106e780ace7b\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 1.847}, \"61909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-17 02:11:48.000000+00:00\", \"2022-02-24 15:49:23.000000+00:00\", \"2023-01-27 08:00:36.000000+00:00\", \"2019-03-02 19:57:05.000000+00:00\", \"2021-12-12 03:14:21.000000+00:00\"], \"session_ids\": [\"1bede1ce-fae1-4207-822a-43f7c801d2e4\", \"72903740-759a-4900-aee5-770969cb74a1\", \"3ec20900-06e6-450e-a8ec-08aa024d9ee9\", \"0ed576dc-3b6d-497d-b32a-39e8f6f4fdb0\", \"88eaa21c-e021-4897-89e4-9e364b598e33\"], \"total_duration\": 272.0, \"total_sessions\": 5, \"mean_week_duration\": 1.289}, \"61246\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-17 05:28:07.000000+00:00\", \"2021-04-05 15:28:35.000000+00:00\"], \"session_ids\": [\"f5f007dd-84f9-48e6-b37c-cede3230eb0c\", \"80402d8c-cae2-4a1a-adc0-a4366ce3a9b9\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 2.533}, \"14908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-04 03:46:05.000000+00:00\", \"2022-12-14 10:48:33.000000+00:00\"], \"session_ids\": [\"bf14278b-4103-4d2f-bbdb-1853a4bd86fc\", \"0cee31e2-d940-4547-8e8f-cd038a9dfbf7\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 15.036}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"14908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-04 03:46:05.000000+00:00\", \"2022-12-14 10:48:33.000000+00:00\"], \"session_ids\": [\"bf14278b-4103-4d2f-bbdb-1853a4bd86fc\", \"0cee31e2-d940-4547-8e8f-cd038a9dfbf7\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 15.036}}, {\"33315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-30 16:19:09.000000+00:00\", \"2023-05-21 11:29:26.000000+00:00\"], \"session_ids\": [\"397505e0-0116-4cf2-9ae8-ac8ea5241b8d\", \"223b671c-7b96-4d49-b089-106e780ace7b\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 1.847}}, {\"53829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-27 03:01:06.000000+00:00\", \"2021-10-09 01:17:49.000000+00:00\", \"2020-10-09 11:17:13.000000+00:00\"], \"session_ids\": [\"b9e74a65-3efd-4d28-8b49-4965bd840de2\", \"94f35c16-cd2f-4191-8333-5fc20ec0997c\", \"0d4cfa90-96ea-4507-9ab4-3d2f46268fbd\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 3.111}}, {\"61909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-17 02:11:48.000000+00:00\", \"2022-02-24 15:49:23.000000+00:00\", \"2023-01-27 08:00:36.000000+00:00\", \"2019-03-02 19:57:05.000000+00:00\", \"2021-12-12 03:14:21.000000+00:00\"], \"session_ids\": [\"1bede1ce-fae1-4207-822a-43f7c801d2e4\", \"72903740-759a-4900-aee5-770969cb74a1\", \"3ec20900-06e6-450e-a8ec-08aa024d9ee9\", \"0ed576dc-3b6d-497d-b32a-39e8f6f4fdb0\", \"88eaa21c-e021-4897-89e4-9e364b598e33\"], \"total_duration\": 272.0, \"total_sessions\": 5, \"mean_week_duration\": 1.289}}, {\"2563\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-06 01:17:00.000000+00:00\", \"2019-11-15 05:43:44.000000+00:00\", \"2022-08-12 22:39:28.000000+00:00\"], \"session_ids\": [\"4f064fc1-7c22-4aae-9444-a43993a653e2\", \"bae6add6-a065-45f1-80d4-d3b139ff9ee4\", \"9ec98847-1436-402f-b207-ac996ee0fa5c\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 1.636}}, {\"69414\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-14 20:16:25.000000+00:00\", \"2020-10-26 01:06:33.000000+00:00\", \"2022-11-05 05:12:53.000000+00:00\"], \"session_ids\": [\"22136ef2-077e-45d7-95da-481cb9de544e\", \"51bceee7-397c-4835-98af-158e598e02d6\", \"f3bbc0e5-6a8e-41fe-9715-39c1db62e307\"], \"total_duration\": 210.0, \"total_sessions\": 3, \"mean_week_duration\": 1.944}}, {\"61246\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-17 05:28:07.000000+00:00\", \"2021-04-05 15:28:35.000000+00:00\"], \"session_ids\": [\"f5f007dd-84f9-48e6-b37c-cede3230eb0c\", \"80402d8c-cae2-4a1a-adc0-a4366ce3a9b9\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 2.533}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"14908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-04 03:46:05.000000+00:00\", \"2022-12-14 10:48:33.000000+00:00\"], \"session_ids\": [\"bf14278b-4103-4d2f-bbdb-1853a4bd86fc\", \"0cee31e2-d940-4547-8e8f-cd038a9dfbf7\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 15.036}}, {\"33315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-30 16:19:09.000000+00:00\", \"2023-05-21 11:29:26.000000+00:00\"], \"session_ids\": [\"397505e0-0116-4cf2-9ae8-ac8ea5241b8d\", \"223b671c-7b96-4d49-b089-106e780ace7b\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 1.847}}, {\"53829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-27 03:01:06.000000+00:00\", \"2021-10-09 01:17:49.000000+00:00\", \"2020-10-09 11:17:13.000000+00:00\"], \"session_ids\": [\"b9e74a65-3efd-4d28-8b49-4965bd840de2\", \"94f35c16-cd2f-4191-8333-5fc20ec0997c\", \"0d4cfa90-96ea-4507-9ab4-3d2f46268fbd\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 3.111}}]\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[{\"14908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-04 03:46:05.000000+00:00\", \"2022-12-14 10:48:33.000000+00:00\"], \"session_ids\": [\"bf14278b-4103-4d2f-bbdb-1853a4bd86fc\", \"0cee31e2-d940-4547-8e8f-cd038a9dfbf7\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 15.036}}, {\"33315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-30 16:19:09.000000+00:00\", \"2023-05-21 11:29:26.000000+00:00\"], \"session_ids\": [\"397505e0-0116-4cf2-9ae8-ac8ea5241b8d\", \"223b671c-7b96-4d49-b089-106e780ace7b\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 1.847}}, {\"53829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-27 03:01:06.000000+00:00\", \"2021-10-09 01:17:49.000000+00:00\", \"2020-10-09 11:17:13.000000+00:00\"], \"session_ids\": [\"b9e74a65-3efd-4d28-8b49-4965bd840de2\", \"94f35c16-cd2f-4191-8333-5fc20ec0997c\", \"0d4cfa90-96ea-4507-9ab4-3d2f46268fbd\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 3.111}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding user who has total sessoins count less than 3 (not including) and greater than 5 plus execute sorting by duration total form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-12-12 18:43:28.000000+00:00\", \"2021-03-23 11:23:55.000000+00:00\"], \"session_ids\": [\"9fbc4d2f-c379-4d3c-9d84-b031de354451\", \"9a12a470-3d54-41a1-8876-342803a53fef\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 2.597}, \"73419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-02 06:58:36.000000+00:00\", \"2019-10-02 06:07:09.000000+00:00\", \"2019-05-22 06:29:52.000000+00:00\", \"2020-01-10 17:25:48.000000+00:00\", \"2019-09-05 08:24:44.000000+00:00\", \"2019-02-23 23:08:29.000000+00:00\", \"2019-06-12 16:07:10.000000+00:00\", \"2019-07-08 05:51:11.000000+00:00\"], \"session_ids\": [\"5f7d7856-1781-4b1a-b5fe-16b4782c2588\", \"304cc0f8-f8bb-4253-b5f5-e1e6f396a1b7\", \"a6c0db42-512e-4b10-ad37-1a1067177e14\", \"07f7f317-37d7-483b-8f13-8225b482b33e\", \"b5595886-ee7d-4126-9b20-1745d33a96d2\", \"33b77aa7-ab7a-4f35-947d-25235e85d0bd\", \"b0ffd75c-0407-49ea-a05d-604c91a6af09\", \"edcc45f8-ded5-44b9-b9d3-3b2c7c6a2d0c\"], \"total_duration\": 10714.0, \"total_sessions\": 8, \"mean_week_duration\": 73.89}, \"50457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-29 00:33:28.000000+00:00\", \"2021-09-28 07:09:09.000000+00:00\", \"2019-06-27 04:51:05.000000+00:00\", \"2021-01-21 09:45:07.000000+00:00\", \"2020-03-09 11:20:44.000000+00:00\"], \"session_ids\": [\"96b0e6ef-c8c9-4c5e-b3d5-1a8c80649c86\", \"964f26af-0306-4ac3-b1ba-fd567207a203\", \"057b0fee-7f75-428c-af54-ea0a16e7ca2c\", \"79df883f-8f77-4903-86cf-32e3e79898a7\", \"305e4b10-1ff0-4c9a-8f10-ffe6330a67c3\"], \"total_duration\": 376.0, \"total_sessions\": 5, \"mean_week_duration\": 2.212}, \"61812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-08-20 22:59:14.000000+00:00\", \"2020-12-07 00:25:03.000000+00:00\"], \"session_ids\": [\"e5b459e8-5dd1-4bc2-beab-917af05f5fff\", \"eb17642b-de1d-469a-9699-4f32db297eef\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 3.303}, \"52291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-05-08 05:17:30.000000+00:00\", \"2020-04-25 19:33:53.000000+00:00\"], \"session_ids\": [\"63be1a57-47db-4226-9433-e5b4ff288f6e\", \"a4abec02-ce5b-4ef5-bee3-8737b016603c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}, \"25192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-04-23 20:31:18.000000+00:00\", \"2021-10-19 23:10:13.000000+00:00\", \"2022-06-11 23:09:34.000000+00:00\", \"2022-04-22 23:50:16.000000+00:00\", \"2021-06-14 12:55:57.000000+00:00\", \"2021-11-22 12:26:05.000000+00:00\", \"2022-09-22 05:40:37.000000+00:00\", \"2023-01-11 18:53:19.000000+00:00\", \"2021-05-26 14:45:58.000000+00:00\", \"2023-06-14 21:30:42.000000+00:00\"], \"session_ids\": [\"dd9577bd-76c2-4fa5-8c17-631efed71727\", \"02aaafde-95e2-4ecc-ae6d-87e11750b647\", \"76182008-3036-40a6-b639-a44fe9cefa70\", \"95a61027-ba8f-4642-9a26-733e3877bbd9\", \"bd118144-c31e-4ee8-85ca-6afb32960ef2\", \"470f0260-b85b-4d1d-bd4b-1cf33f3eb6ee\", \"7d41ef69-e105-4762-a557-c337e33e0934\", \"d4e03408-4100-4824-8a16-605f8dad59ae\", \"cb32091e-06ba-4dc6-8737-041c00967d20\", \"2cd92f30-d2a5-4270-b067-7d5d6474d434\"], \"total_duration\": 41291.0, \"total_sessions\": 10, \"mean_week_duration\": 251.774}, \"42326\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-08 10:05:52.000000+00:00\", \"2020-03-25 14:29:48.000000+00:00\", \"2022-11-08 06:35:20.000000+00:00\", \"2019-03-19 00:49:54.000000+00:00\", \"2019-04-25 00:22:32.000000+00:00\", \"2020-11-28 21:46:55.000000+00:00\"], \"session_ids\": [\"1777c951-2589-4892-bc15-ce8367df53e0\", \"7762c213-126f-45c3-9930-5506fb6f724a\", \"1e14264a-46da-4822-aa89-0dc37f92b4b8\", \"7b16827f-cf2e-4565-b71e-a63d129ea123\", \"decafc40-fe0b-49ef-89db-903101242fce\", \"b6f25e36-e0ce-44ee-a6e6-e2421c03493a\"], \"total_duration\": 4271.0, \"total_sessions\": 6, \"mean_week_duration\": 22.479}, \"67984\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-09 06:27:34.000000+00:00\", \"2021-07-27 11:00:36.000000+00:00\"], \"session_ids\": [\"52253b1c-abca-4e5c-8f92-c6927a660a56\", \"acb42b35-8a72-449a-b8e7-69fe93e0ae1e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"13423\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-01 04:05:29.000000+00:00\", \"2020-03-15 05:56:15.000000+00:00\", \"2020-09-17 02:58:54.000000+00:00\", \"2021-05-15 03:35:50.000000+00:00\", \"2020-04-26 21:04:54.000000+00:00\"], \"session_ids\": [\"8e91a546-6eee-4703-8838-597e71232e9d\", \"e7739d75-6b04-4292-8080-45a0b8417354\", \"67939b8c-812b-414a-b3c1-c63d07a67d45\", \"103361ef-af34-465b-9b93-f28e6df86ff6\", \"3272d3e5-5645-4a98-a7f0-556fb2da87d8\"], \"total_duration\": 2923.0, \"total_sessions\": 5, \"mean_week_duration\": 47.918}, \"91227\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-27 03:12:56.000000+00:00\", \"2023-06-16 18:57:12.000000+00:00\"], \"session_ids\": [\"369ce451-5b0a-4152-bc6c-eb41de2b7cd1\", \"9d334caf-e1f1-4ca1-b0aa-395537829c4b\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 3.265}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 3 and are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-12-12 18:43:28.000000+00:00\", \"2021-03-23 11:23:55.000000+00:00\"], \"session_ids\": [\"9fbc4d2f-c379-4d3c-9d84-b031de354451\", \"9a12a470-3d54-41a1-8876-342803a53fef\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 2.597}, \"61812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-08-20 22:59:14.000000+00:00\", \"2020-12-07 00:25:03.000000+00:00\"], \"session_ids\": [\"e5b459e8-5dd1-4bc2-beab-917af05f5fff\", \"eb17642b-de1d-469a-9699-4f32db297eef\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 3.303}, \"52291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-05-08 05:17:30.000000+00:00\", \"2020-04-25 19:33:53.000000+00:00\"], \"session_ids\": [\"63be1a57-47db-4226-9433-e5b4ff288f6e\", \"a4abec02-ce5b-4ef5-bee3-8737b016603c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}, \"67984\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-09 06:27:34.000000+00:00\", \"2021-07-27 11:00:36.000000+00:00\"], \"session_ids\": [\"52253b1c-abca-4e5c-8f92-c6927a660a56\", \"acb42b35-8a72-449a-b8e7-69fe93e0ae1e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"91227\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-27 03:12:56.000000+00:00\", \"2023-06-16 18:57:12.000000+00:00\"], \"session_ids\": [\"369ce451-5b0a-4152-bc6c-eb41de2b7cd1\", \"9d334caf-e1f1-4ca1-b0aa-395537829c4b\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 3.265}, \"73419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-02 06:58:36.000000+00:00\", \"2019-10-02 06:07:09.000000+00:00\", \"2019-05-22 06:29:52.000000+00:00\", \"2020-01-10 17:25:48.000000+00:00\", \"2019-09-05 08:24:44.000000+00:00\", \"2019-02-23 23:08:29.000000+00:00\", \"2019-06-12 16:07:10.000000+00:00\", \"2019-07-08 05:51:11.000000+00:00\"], \"session_ids\": [\"5f7d7856-1781-4b1a-b5fe-16b4782c2588\", \"304cc0f8-f8bb-4253-b5f5-e1e6f396a1b7\", \"a6c0db42-512e-4b10-ad37-1a1067177e14\", \"07f7f317-37d7-483b-8f13-8225b482b33e\", \"b5595886-ee7d-4126-9b20-1745d33a96d2\", \"33b77aa7-ab7a-4f35-947d-25235e85d0bd\", \"b0ffd75c-0407-49ea-a05d-604c91a6af09\", \"edcc45f8-ded5-44b9-b9d3-3b2c7c6a2d0c\"], \"total_duration\": 10714.0, \"total_sessions\": 8, \"mean_week_duration\": 73.89}, \"50457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-29 00:33:28.000000+00:00\", \"2021-09-28 07:09:09.000000+00:00\", \"2019-06-27 04:51:05.000000+00:00\", \"2021-01-21 09:45:07.000000+00:00\", \"2020-03-09 11:20:44.000000+00:00\"], \"session_ids\": [\"96b0e6ef-c8c9-4c5e-b3d5-1a8c80649c86\", \"964f26af-0306-4ac3-b1ba-fd567207a203\", \"057b0fee-7f75-428c-af54-ea0a16e7ca2c\", \"79df883f-8f77-4903-86cf-32e3e79898a7\", \"305e4b10-1ff0-4c9a-8f10-ffe6330a67c3\"], \"total_duration\": 376.0, \"total_sessions\": 5, \"mean_week_duration\": 2.212}, \"25192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-04-23 20:31:18.000000+00:00\", \"2021-10-19 23:10:13.000000+00:00\", \"2022-06-11 23:09:34.000000+00:00\", \"2022-04-22 23:50:16.000000+00:00\", \"2021-06-14 12:55:57.000000+00:00\", \"2021-11-22 12:26:05.000000+00:00\", \"2022-09-22 05:40:37.000000+00:00\", \"2023-01-11 18:53:19.000000+00:00\", \"2021-05-26 14:45:58.000000+00:00\", \"2023-06-14 21:30:42.000000+00:00\"], \"session_ids\": [\"dd9577bd-76c2-4fa5-8c17-631efed71727\", \"02aaafde-95e2-4ecc-ae6d-87e11750b647\", \"76182008-3036-40a6-b639-a44fe9cefa70\", \"95a61027-ba8f-4642-9a26-733e3877bbd9\", \"bd118144-c31e-4ee8-85ca-6afb32960ef2\", \"470f0260-b85b-4d1d-bd4b-1cf33f3eb6ee\", \"7d41ef69-e105-4762-a557-c337e33e0934\", \"d4e03408-4100-4824-8a16-605f8dad59ae\", \"cb32091e-06ba-4dc6-8737-041c00967d20\", \"2cd92f30-d2a5-4270-b067-7d5d6474d434\"], \"total_duration\": 41291.0, \"total_sessions\": 10, \"mean_week_duration\": 251.774}, \"42326\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-08 10:05:52.000000+00:00\", \"2020-03-25 14:29:48.000000+00:00\", \"2022-11-08 06:35:20.000000+00:00\", \"2019-03-19 00:49:54.000000+00:00\", \"2019-04-25 00:22:32.000000+00:00\", \"2020-11-28 21:46:55.000000+00:00\"], \"session_ids\": [\"1777c951-2589-4892-bc15-ce8367df53e0\", \"7762c213-126f-45c3-9930-5506fb6f724a\", \"1e14264a-46da-4822-aa89-0dc37f92b4b8\", \"7b16827f-cf2e-4565-b71e-a63d129ea123\", \"decafc40-fe0b-49ef-89db-903101242fce\", \"b6f25e36-e0ce-44ee-a6e6-e2421c03493a\"], \"total_duration\": 4271.0, \"total_sessions\": 6, \"mean_week_duration\": 22.479}, \"13423\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-01 04:05:29.000000+00:00\", \"2020-03-15 05:56:15.000000+00:00\", \"2020-09-17 02:58:54.000000+00:00\", \"2021-05-15 03:35:50.000000+00:00\", \"2020-04-26 21:04:54.000000+00:00\"], \"session_ids\": [\"8e91a546-6eee-4703-8838-597e71232e9d\", \"e7739d75-6b04-4292-8080-45a0b8417354\", \"67939b8c-812b-414a-b3c1-c63d07a67d45\", \"103361ef-af34-465b-9b93-f28e6df86ff6\", \"3272d3e5-5645-4a98-a7f0-556fb2da87d8\"], \"total_duration\": 2923.0, \"total_sessions\": 5, \"mean_week_duration\": 47.918}}\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[{\"67984\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-09 06:27:34.000000+00:00\", \"2021-07-27 11:00:36.000000+00:00\"], \"session_ids\": [\"52253b1c-abca-4e5c-8f92-c6927a660a56\", \"acb42b35-8a72-449a-b8e7-69fe93e0ae1e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"52291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-05-08 05:17:30.000000+00:00\", \"2020-04-25 19:33:53.000000+00:00\"], \"session_ids\": [\"63be1a57-47db-4226-9433-e5b4ff288f6e\", \"a4abec02-ce5b-4ef5-bee3-8737b016603c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}}, {\"91227\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-27 03:12:56.000000+00:00\", \"2023-06-16 18:57:12.000000+00:00\"], \"session_ids\": [\"369ce451-5b0a-4152-bc6c-eb41de2b7cd1\", \"9d334caf-e1f1-4ca1-b0aa-395537829c4b\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 3.265}}, {\"97583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-12-12 18:43:28.000000+00:00\", \"2021-03-23 11:23:55.000000+00:00\"], \"session_ids\": [\"9fbc4d2f-c379-4d3c-9d84-b031de354451\", \"9a12a470-3d54-41a1-8876-342803a53fef\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 2.597}}, {\"61812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-08-20 22:59:14.000000+00:00\", \"2020-12-07 00:25:03.000000+00:00\"], \"session_ids\": [\"e5b459e8-5dd1-4bc2-beab-917af05f5fff\", \"eb17642b-de1d-469a-9699-4f32db297eef\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 3.303}}, {\"50457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-29 00:33:28.000000+00:00\", \"2021-09-28 07:09:09.000000+00:00\", \"2019-06-27 04:51:05.000000+00:00\", \"2021-01-21 09:45:07.000000+00:00\", \"2020-03-09 11:20:44.000000+00:00\"], \"session_ids\": [\"96b0e6ef-c8c9-4c5e-b3d5-1a8c80649c86\", \"964f26af-0306-4ac3-b1ba-fd567207a203\", \"057b0fee-7f75-428c-af54-ea0a16e7ca2c\", \"79df883f-8f77-4903-86cf-32e3e79898a7\", \"305e4b10-1ff0-4c9a-8f10-ffe6330a67c3\"], \"total_duration\": 376.0, \"total_sessions\": 5, \"mean_week_duration\": 2.212}}, {\"13423\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-01 04:05:29.000000+00:00\", \"2020-03-15 05:56:15.000000+00:00\", \"2020-09-17 02:58:54.000000+00:00\", \"2021-05-15 03:35:50.000000+00:00\", \"2020-04-26 21:04:54.000000+00:00\"], \"session_ids\": [\"8e91a546-6eee-4703-8838-597e71232e9d\", \"e7739d75-6b04-4292-8080-45a0b8417354\", \"67939b8c-812b-414a-b3c1-c63d07a67d45\", \"103361ef-af34-465b-9b93-f28e6df86ff6\", \"3272d3e5-5645-4a98-a7f0-556fb2da87d8\"], \"total_duration\": 2923.0, \"total_sessions\": 5, \"mean_week_duration\": 47.918}}, {\"42326\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-08 10:05:52.000000+00:00\", \"2020-03-25 14:29:48.000000+00:00\", \"2022-11-08 06:35:20.000000+00:00\", \"2019-03-19 00:49:54.000000+00:00\", \"2019-04-25 00:22:32.000000+00:00\", \"2020-11-28 21:46:55.000000+00:00\"], \"session_ids\": [\"1777c951-2589-4892-bc15-ce8367df53e0\", \"7762c213-126f-45c3-9930-5506fb6f724a\", \"1e14264a-46da-4822-aa89-0dc37f92b4b8\", \"7b16827f-cf2e-4565-b71e-a63d129ea123\", \"decafc40-fe0b-49ef-89db-903101242fce\", \"b6f25e36-e0ce-44ee-a6e6-e2421c03493a\"], \"total_duration\": 4271.0, \"total_sessions\": 6, \"mean_week_duration\": 22.479}}, {\"73419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-02 06:58:36.000000+00:00\", \"2019-10-02 06:07:09.000000+00:00\", \"2019-05-22 06:29:52.000000+00:00\", \"2020-01-10 17:25:48.000000+00:00\", \"2019-09-05 08:24:44.000000+00:00\", \"2019-02-23 23:08:29.000000+00:00\", \"2019-06-12 16:07:10.000000+00:00\", \"2019-07-08 05:51:11.000000+00:00\"], \"session_ids\": [\"5f7d7856-1781-4b1a-b5fe-16b4782c2588\", \"304cc0f8-f8bb-4253-b5f5-e1e6f396a1b7\", \"a6c0db42-512e-4b10-ad37-1a1067177e14\", \"07f7f317-37d7-483b-8f13-8225b482b33e\", \"b5595886-ee7d-4126-9b20-1745d33a96d2\", \"33b77aa7-ab7a-4f35-947d-25235e85d0bd\", \"b0ffd75c-0407-49ea-a05d-604c91a6af09\", \"edcc45f8-ded5-44b9-b9d3-3b2c7c6a2d0c\"], \"total_duration\": 10714.0, \"total_sessions\": 8, \"mean_week_duration\": 73.89}}, {\"25192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-04-23 20:31:18.000000+00:00\", \"2021-10-19 23:10:13.000000+00:00\", \"2022-06-11 23:09:34.000000+00:00\", \"2022-04-22 23:50:16.000000+00:00\", \"2021-06-14 12:55:57.000000+00:00\", \"2021-11-22 12:26:05.000000+00:00\", \"2022-09-22 05:40:37.000000+00:00\", \"2023-01-11 18:53:19.000000+00:00\", \"2021-05-26 14:45:58.000000+00:00\", \"2023-06-14 21:30:42.000000+00:00\"], \"session_ids\": [\"dd9577bd-76c2-4fa5-8c17-631efed71727\", \"02aaafde-95e2-4ecc-ae6d-87e11750b647\", \"76182008-3036-40a6-b639-a44fe9cefa70\", \"95a61027-ba8f-4642-9a26-733e3877bbd9\", \"bd118144-c31e-4ee8-85ca-6afb32960ef2\", \"470f0260-b85b-4d1d-bd4b-1cf33f3eb6ee\", \"7d41ef69-e105-4762-a557-c337e33e0934\", \"d4e03408-4100-4824-8a16-605f8dad59ae\", \"cb32091e-06ba-4dc6-8737-041c00967d20\", \"2cd92f30-d2a5-4270-b067-7d5d6474d434\"], \"total_duration\": 41291.0, \"total_sessions\": 10, \"mean_week_duration\": 251.774}}]\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[{\"67984\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-09 06:27:34.000000+00:00\", \"2021-07-27 11:00:36.000000+00:00\"], \"session_ids\": [\"52253b1c-abca-4e5c-8f92-c6927a660a56\", \"acb42b35-8a72-449a-b8e7-69fe93e0ae1e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}]\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[{\"67984\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-09 06:27:34.000000+00:00\", \"2021-07-27 11:00:36.000000+00:00\"], \"session_ids\": [\"52253b1c-abca-4e5c-8f92-c6927a660a56\", \"acb42b35-8a72-449a-b8e7-69fe93e0ae1e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me users with a quantity of sessions that is higher than 7 and lower than 4 and in addition perform sorting by total duration amount form the lowest value to the highest value also display 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{\"9387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-11 19:59:05.000000+00:00\", \"2019-05-28 13:12:48.000000+00:00\", \"2022-08-26 23:02:46.000000+00:00\", \"2020-10-24 05:47:54.000000+00:00\"], \"session_ids\": [\"fde2d6ec-e598-4265-a8bc-172c35b33e4a\", \"848667ba-39a9-4151-84c5-e669b96189f1\", \"5c3f7cd2-39d4-4288-8ba4-7166adb1c07b\", \"6466555b-b011-4f69-95e5-9f7cd296dd86\"], \"total_duration\": 474.0, \"total_sessions\": 4, \"mean_week_duration\": 2.788}, \"80301\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-09 12:54:42.000000+00:00\", \"2023-06-06 17:36:09.000000+00:00\"], \"session_ids\": [\"3011c894-bdbb-48a4-a326-e515c38cd508\", \"7c604deb-8c2e-40be-8e7d-da154836912b\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.191}, \"91733\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-06 07:40:36.000000+00:00\", \"2021-08-14 22:16:36.000000+00:00\"], \"session_ids\": [\"07799fd9-1ebd-4af7-8fce-af53c82a8b62\", \"055deb69-7a32-462b-9ed0-2de2f0d4efdf\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 15.105}, \"6143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-22 06:37:53.000000+00:00\", \"2019-10-10 22:42:38.000000+00:00\"], \"session_ids\": [\"d715c8b6-f659-4671-b439-ab96a5a17d9d\", \"de2caf39-3a29-41e5-9c56-014f4016b852\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 11.3}, \"68598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-05 11:48:47.000000+00:00\", \"2019-02-04 10:24:31.000000+00:00\"], \"session_ids\": [\"210f366c-c2e2-4774-bb91-d87d0064fa40\", \"a81aae0d-28df-43f7-aaf1-8699f8a8ce75\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}, \"25511\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-16 17:55:06.000000+00:00\", \"2021-06-03 11:29:27.000000+00:00\"], \"session_ids\": [\"09abec80-4cf2-4dfb-a9a3-6af38689e336\", \"72550160-4eae-40c1-8c72-f92898c0e40f\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 9.333}, \"15575\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-02-29 20:40:47.000000+00:00\", \"2020-02-17 19:42:26.000000+00:00\"], \"session_ids\": [\"e278132b-2093-402e-a805-cac04b79b1d5\", \"6892db57-1104-4959-8992-1158c51d4729\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 48.0}, \"82014\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-31 16:16:19.000000+00:00\", \"2020-10-20 20:21:14.000000+00:00\"], \"session_ids\": [\"928d7c63-0d24-4280-8fb4-250b19b338df\", \"d9817433-a6b8-4f44-8687-cec7d5f73f52\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 4.716}, \"59383\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-12-01 21:14:19.000000+00:00\", \"2021-02-21 02:40:57.000000+00:00\", \"2020-11-20 04:27:24.000000+00:00\", \"2022-09-17 02:16:50.000000+00:00\"], \"session_ids\": [\"6fa020e3-bb2f-40eb-8ce8-9ea5879cce9e\", \"7d00fb28-cc14-45d4-8cdb-0761c8e3c6c2\", \"666077bb-cbdd-4f6f-947a-39b0d6b002d7\", \"34ba3f39-778d-4dc2-b2f9-2ff873274de7\"], \"total_duration\": 1743.0, \"total_sessions\": 4, \"mean_week_duration\": 11.938}, \"34693\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-02 00:07:54.000000+00:00\", \"2022-07-17 00:37:56.000000+00:00\"], \"session_ids\": [\"5207413a-9c2a-414e-906a-02706f7da841\", \"06cb2743-17c9-48b3-bd0c-4c78024c3aec\"], \"total_duration\": 479.0, \"total_sessions\": 2, \"mean_week_duration\": 14.515}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 4 and are equal or greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-11 19:59:05.000000+00:00\", \"2019-05-28 13:12:48.000000+00:00\", \"2022-08-26 23:02:46.000000+00:00\", \"2020-10-24 05:47:54.000000+00:00\"], \"session_ids\": [\"fde2d6ec-e598-4265-a8bc-172c35b33e4a\", \"848667ba-39a9-4151-84c5-e669b96189f1\", \"5c3f7cd2-39d4-4288-8ba4-7166adb1c07b\", \"6466555b-b011-4f69-95e5-9f7cd296dd86\"], \"total_duration\": 474.0, \"total_sessions\": 4, \"mean_week_duration\": 2.788}, \"80301\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-09 12:54:42.000000+00:00\", \"2023-06-06 17:36:09.000000+00:00\"], \"session_ids\": [\"3011c894-bdbb-48a4-a326-e515c38cd508\", \"7c604deb-8c2e-40be-8e7d-da154836912b\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.191}, \"91733\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-06 07:40:36.000000+00:00\", \"2021-08-14 22:16:36.000000+00:00\"], \"session_ids\": [\"07799fd9-1ebd-4af7-8fce-af53c82a8b62\", \"055deb69-7a32-462b-9ed0-2de2f0d4efdf\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 15.105}, \"6143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-22 06:37:53.000000+00:00\", \"2019-10-10 22:42:38.000000+00:00\"], \"session_ids\": [\"d715c8b6-f659-4671-b439-ab96a5a17d9d\", \"de2caf39-3a29-41e5-9c56-014f4016b852\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 11.3}, \"68598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-05 11:48:47.000000+00:00\", \"2019-02-04 10:24:31.000000+00:00\"], \"session_ids\": [\"210f366c-c2e2-4774-bb91-d87d0064fa40\", \"a81aae0d-28df-43f7-aaf1-8699f8a8ce75\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}, \"25511\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-16 17:55:06.000000+00:00\", \"2021-06-03 11:29:27.000000+00:00\"], \"session_ids\": [\"09abec80-4cf2-4dfb-a9a3-6af38689e336\", \"72550160-4eae-40c1-8c72-f92898c0e40f\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 9.333}, \"15575\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-02-29 20:40:47.000000+00:00\", \"2020-02-17 19:42:26.000000+00:00\"], \"session_ids\": [\"e278132b-2093-402e-a805-cac04b79b1d5\", \"6892db57-1104-4959-8992-1158c51d4729\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 48.0}, \"82014\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-31 16:16:19.000000+00:00\", \"2020-10-20 20:21:14.000000+00:00\"], \"session_ids\": [\"928d7c63-0d24-4280-8fb4-250b19b338df\", \"d9817433-a6b8-4f44-8687-cec7d5f73f52\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 4.716}, \"59383\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-12-01 21:14:19.000000+00:00\", \"2021-02-21 02:40:57.000000+00:00\", \"2020-11-20 04:27:24.000000+00:00\", \"2022-09-17 02:16:50.000000+00:00\"], \"session_ids\": [\"6fa020e3-bb2f-40eb-8ce8-9ea5879cce9e\", \"7d00fb28-cc14-45d4-8cdb-0761c8e3c6c2\", \"666077bb-cbdd-4f6f-947a-39b0d6b002d7\", \"34ba3f39-778d-4dc2-b2f9-2ff873274de7\"], \"total_duration\": 1743.0, \"total_sessions\": 4, \"mean_week_duration\": 11.938}, \"34693\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-02 00:07:54.000000+00:00\", \"2022-07-17 00:37:56.000000+00:00\"], \"session_ids\": [\"5207413a-9c2a-414e-906a-02706f7da841\", \"06cb2743-17c9-48b3-bd0c-4c78024c3aec\"], \"total_duration\": 479.0, \"total_sessions\": 2, \"mean_week_duration\": 14.515}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25511\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-16 17:55:06.000000+00:00\", \"2021-06-03 11:29:27.000000+00:00\"], \"session_ids\": [\"09abec80-4cf2-4dfb-a9a3-6af38689e336\", \"72550160-4eae-40c1-8c72-f92898c0e40f\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 9.333}}, {\"68598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-05 11:48:47.000000+00:00\", \"2019-02-04 10:24:31.000000+00:00\"], \"session_ids\": [\"210f366c-c2e2-4774-bb91-d87d0064fa40\", \"a81aae0d-28df-43f7-aaf1-8699f8a8ce75\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}}, {\"80301\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-09 12:54:42.000000+00:00\", \"2023-06-06 17:36:09.000000+00:00\"], \"session_ids\": [\"3011c894-bdbb-48a4-a326-e515c38cd508\", \"7c604deb-8c2e-40be-8e7d-da154836912b\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.191}}, {\"15575\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-02-29 20:40:47.000000+00:00\", \"2020-02-17 19:42:26.000000+00:00\"], \"session_ids\": [\"e278132b-2093-402e-a805-cac04b79b1d5\", \"6892db57-1104-4959-8992-1158c51d4729\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 48.0}}, {\"6143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-22 06:37:53.000000+00:00\", \"2019-10-10 22:42:38.000000+00:00\"], \"session_ids\": [\"d715c8b6-f659-4671-b439-ab96a5a17d9d\", \"de2caf39-3a29-41e5-9c56-014f4016b852\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 11.3}}, {\"91733\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-06 07:40:36.000000+00:00\", \"2021-08-14 22:16:36.000000+00:00\"], \"session_ids\": [\"07799fd9-1ebd-4af7-8fce-af53c82a8b62\", \"055deb69-7a32-462b-9ed0-2de2f0d4efdf\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 15.105}}, {\"82014\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-31 16:16:19.000000+00:00\", \"2020-10-20 20:21:14.000000+00:00\"], \"session_ids\": [\"928d7c63-0d24-4280-8fb4-250b19b338df\", \"d9817433-a6b8-4f44-8687-cec7d5f73f52\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 4.716}}, {\"9387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-11 19:59:05.000000+00:00\", \"2019-05-28 13:12:48.000000+00:00\", \"2022-08-26 23:02:46.000000+00:00\", \"2020-10-24 05:47:54.000000+00:00\"], \"session_ids\": [\"fde2d6ec-e598-4265-a8bc-172c35b33e4a\", \"848667ba-39a9-4151-84c5-e669b96189f1\", \"5c3f7cd2-39d4-4288-8ba4-7166adb1c07b\", \"6466555b-b011-4f69-95e5-9f7cd296dd86\"], \"total_duration\": 474.0, \"total_sessions\": 4, \"mean_week_duration\": 2.788}}, {\"34693\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-02 00:07:54.000000+00:00\", \"2022-07-17 00:37:56.000000+00:00\"], \"session_ids\": [\"5207413a-9c2a-414e-906a-02706f7da841\", \"06cb2743-17c9-48b3-bd0c-4c78024c3aec\"], \"total_duration\": 479.0, \"total_sessions\": 2, \"mean_week_duration\": 14.515}}, {\"59383\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-12-01 21:14:19.000000+00:00\", \"2021-02-21 02:40:57.000000+00:00\", \"2020-11-20 04:27:24.000000+00:00\", \"2022-09-17 02:16:50.000000+00:00\"], \"session_ids\": [\"6fa020e3-bb2f-40eb-8ce8-9ea5879cce9e\", \"7d00fb28-cc14-45d4-8cdb-0761c8e3c6c2\", \"666077bb-cbdd-4f6f-947a-39b0d6b002d7\", \"34ba3f39-778d-4dc2-b2f9-2ff873274de7\"], \"total_duration\": 1743.0, \"total_sessions\": 4, \"mean_week_duration\": 11.938}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25511\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-16 17:55:06.000000+00:00\", \"2021-06-03 11:29:27.000000+00:00\"], \"session_ids\": [\"09abec80-4cf2-4dfb-a9a3-6af38689e336\", \"72550160-4eae-40c1-8c72-f92898c0e40f\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 9.333}}, {\"68598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-05 11:48:47.000000+00:00\", \"2019-02-04 10:24:31.000000+00:00\"], \"session_ids\": [\"210f366c-c2e2-4774-bb91-d87d0064fa40\", \"a81aae0d-28df-43f7-aaf1-8699f8a8ce75\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}}, {\"80301\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-09 12:54:42.000000+00:00\", \"2023-06-06 17:36:09.000000+00:00\"], \"session_ids\": [\"3011c894-bdbb-48a4-a326-e515c38cd508\", \"7c604deb-8c2e-40be-8e7d-da154836912b\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.191}}]\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[{\"25511\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-16 17:55:06.000000+00:00\", \"2021-06-03 11:29:27.000000+00:00\"], \"session_ids\": [\"09abec80-4cf2-4dfb-a9a3-6af38689e336\", \"72550160-4eae-40c1-8c72-f92898c0e40f\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 9.333}}, {\"68598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-05 11:48:47.000000+00:00\", \"2019-02-04 10:24:31.000000+00:00\"], \"session_ids\": [\"210f366c-c2e2-4774-bb91-d87d0064fa40\", \"a81aae0d-28df-43f7-aaf1-8699f8a8ce75\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}}, {\"80301\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-09 12:54:42.000000+00:00\", \"2023-06-06 17:36:09.000000+00:00\"], \"session_ids\": [\"3011c894-bdbb-48a4-a326-e515c38cd508\", \"7c604deb-8c2e-40be-8e7d-da154836912b\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.191}}]\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 7 users who have app usage time strictly smaller than 3982 and bigger than 599 , apply sorting by app usage time from the largest to the smallest , moreover keep only 4 entries."
}
] |
[
{
"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{\"31272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-03-05 21:12:36.000000+00:00\", \"2019-01-28 07:07:59.000000+00:00\", \"2019-07-08 22:46:05.000000+00:00\"], \"session_ids\": [\"b8648d42-67f1-40f8-b604-7d42363bdb70\", \"09978245-21bf-4ea6-ba6c-4e22ae83fd8a\", \"46a7b0db-510e-48e9-985e-aa5f432809c8\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 1.293}, \"49954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-27 08:12:59.000000+00:00\", \"2021-06-30 16:59:40.000000+00:00\"], \"session_ids\": [\"8e889e74-9951-4a71-bab8-efd94453958b\", \"60c29838-cf6f-412f-8748-02e9d589a59f\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 9.864}, \"36767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-19 00:06:40.000000+00:00\", \"2021-03-28 02:26:45.000000+00:00\"], \"session_ids\": [\"b626f2fa-8202-43d4-817e-52205527a887\", \"bf1129dd-5090-4fb2-8a90-54b00239684e\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 2.064}, \"38082\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-06-08 13:32:07.000000+00:00\", \"2020-10-14 04:15:39.000000+00:00\"], \"session_ids\": [\"d21dad2b-2730-4fd7-9106-7f6d6815d27a\", \"0e0ba5e9-3865-4eac-b8f4-804c2eee9f5e\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 0.914}, \"61039\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-08-30 23:23:03.000000+00:00\", \"2020-03-12 20:47:30.000000+00:00\", \"2021-11-16 22:36:51.000000+00:00\", \"2022-04-15 07:59:16.000000+00:00\"], \"session_ids\": [\"1f1737dd-d94b-413a-8a69-e6cde5c24c30\", \"87128e06-014c-4d8a-bfef-b9f7a2d61ab3\", \"1251c41e-31e3-4775-96aa-8ddcb8776cef\", \"acc36ca4-e7cc-4a8c-ab9e-3ea7ce6b5fb6\"], \"total_duration\": 45.0, \"total_sessions\": 4, \"mean_week_duration\": 0.413}, \"5305\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-16 18:10:11.000000+00:00\", \"2020-12-11 13:39:55.000000+00:00\", \"2019-01-15 23:17:38.000000+00:00\", \"2022-06-09 06:19:49.000000+00:00\"], \"session_ids\": [\"487dbce8-4c80-4dc5-8100-7331b0e20587\", \"fca9b84d-338b-4cd0-9126-5a763a45d410\", \"edcd469e-6e9f-4e7c-8b31-74b8d249d76a\", \"51f9f9e3-02e8-4fb9-ab05-ebdf47ca2e61\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.303}, \"90376\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-20 20:45:45.000000+00:00\", \"2022-08-20 19:15:32.000000+00:00\"], \"session_ids\": [\"b5efd176-30d2-4395-a9bb-ca390b506163\", \"da5d6957-0ccf-4762-acdf-e5f1e8cab378\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.292}, \"13017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-05-01 16:44:11.000000+00:00\", \"2022-10-03 04:58:09.000000+00:00\"], \"session_ids\": [\"bc1deab5-44d5-48a5-8882-2306c2cc4402\", \"7ec60ac7-5430-4d03-8f9f-29708e1422af\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.425}, \"5106\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-03 08:20:05.000000+00:00\", \"2021-05-14 10:18:23.000000+00:00\"], \"session_ids\": [\"070abf53-8505-4685-baba-a02586eac83d\", \"6d2a622f-c614-46b6-bff9-bbf12ee946bf\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.61}, \"46475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-31 22:57:10.000000+00:00\", \"2019-05-20 07:12:02.000000+00:00\", \"2022-04-27 19:37:30.000000+00:00\", \"2019-04-27 02:56:41.000000+00:00\", \"2022-05-13 05:09:13.000000+00:00\", \"2021-08-22 06:29:59.000000+00:00\", \"2019-07-20 03:32:06.000000+00:00\"], \"session_ids\": [\"733ebfdc-7855-4e3c-a17e-638f6ccd47c3\", \"e9a1d819-00cb-41ac-a2cf-35838b4d2ebc\", \"683216f8-2d16-4753-adfb-da6f5e30be6c\", \"897dee3d-75bd-4153-bc97-59e189856d81\", \"f0908aa5-cd3b-4bd6-941c-901d2bdcd0ce\", \"92cc09b5-ef7f-4dac-bf68-bf8a1b9acb0d\", \"096e2abb-69e5-46b3-adc3-432b1f5d9042\"], \"total_duration\": 978.0, \"total_sessions\": 7, \"mean_week_duration\": 6.151}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 599 and are less than 3982"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[599, 3982]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-31 22:57:10.000000+00:00\", \"2019-05-20 07:12:02.000000+00:00\", \"2022-04-27 19:37:30.000000+00:00\", \"2019-04-27 02:56:41.000000+00:00\", \"2022-05-13 05:09:13.000000+00:00\", \"2021-08-22 06:29:59.000000+00:00\", \"2019-07-20 03:32:06.000000+00:00\"], \"session_ids\": [\"733ebfdc-7855-4e3c-a17e-638f6ccd47c3\", \"e9a1d819-00cb-41ac-a2cf-35838b4d2ebc\", \"683216f8-2d16-4753-adfb-da6f5e30be6c\", \"897dee3d-75bd-4153-bc97-59e189856d81\", \"f0908aa5-cd3b-4bd6-941c-901d2bdcd0ce\", \"92cc09b5-ef7f-4dac-bf68-bf8a1b9acb0d\", \"096e2abb-69e5-46b3-adc3-432b1f5d9042\"], \"total_duration\": 978.0, \"total_sessions\": 7, \"mean_week_duration\": 6.151}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-31 22:57:10.000000+00:00\", \"2019-05-20 07:12:02.000000+00:00\", \"2022-04-27 19:37:30.000000+00:00\", \"2019-04-27 02:56:41.000000+00:00\", \"2022-05-13 05:09:13.000000+00:00\", \"2021-08-22 06:29:59.000000+00:00\", \"2019-07-20 03:32:06.000000+00:00\"], \"session_ids\": [\"733ebfdc-7855-4e3c-a17e-638f6ccd47c3\", \"e9a1d819-00cb-41ac-a2cf-35838b4d2ebc\", \"683216f8-2d16-4753-adfb-da6f5e30be6c\", \"897dee3d-75bd-4153-bc97-59e189856d81\", \"f0908aa5-cd3b-4bd6-941c-901d2bdcd0ce\", \"92cc09b5-ef7f-4dac-bf68-bf8a1b9acb0d\", \"096e2abb-69e5-46b3-adc3-432b1f5d9042\"], \"total_duration\": 978.0, \"total_sessions\": 7, \"mean_week_duration\": 6.151}}]\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[{\"46475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-31 22:57:10.000000+00:00\", \"2019-05-20 07:12:02.000000+00:00\", \"2022-04-27 19:37:30.000000+00:00\", \"2019-04-27 02:56:41.000000+00:00\", \"2022-05-13 05:09:13.000000+00:00\", \"2021-08-22 06:29:59.000000+00:00\", \"2019-07-20 03:32:06.000000+00:00\"], \"session_ids\": [\"733ebfdc-7855-4e3c-a17e-638f6ccd47c3\", \"e9a1d819-00cb-41ac-a2cf-35838b4d2ebc\", \"683216f8-2d16-4753-adfb-da6f5e30be6c\", \"897dee3d-75bd-4153-bc97-59e189856d81\", \"f0908aa5-cd3b-4bd6-941c-901d2bdcd0ce\", \"92cc09b5-ef7f-4dac-bf68-bf8a1b9acb0d\", \"096e2abb-69e5-46b3-adc3-432b1f5d9042\"], \"total_duration\": 978.0, \"total_sessions\": 7, \"mean_week_duration\": 6.151}}]\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[{\"46475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-31 22:57:10.000000+00:00\", \"2019-05-20 07:12:02.000000+00:00\", \"2022-04-27 19:37:30.000000+00:00\", \"2019-04-27 02:56:41.000000+00:00\", \"2022-05-13 05:09:13.000000+00:00\", \"2021-08-22 06:29:59.000000+00:00\", \"2019-07-20 03:32:06.000000+00:00\"], \"session_ids\": [\"733ebfdc-7855-4e3c-a17e-638f6ccd47c3\", \"e9a1d819-00cb-41ac-a2cf-35838b4d2ebc\", \"683216f8-2d16-4753-adfb-da6f5e30be6c\", \"897dee3d-75bd-4153-bc97-59e189856d81\", \"f0908aa5-cd3b-4bd6-941c-901d2bdcd0ce\", \"92cc09b5-ef7f-4dac-bf68-bf8a1b9acb0d\", \"096e2abb-69e5-46b3-adc3-432b1f5d9042\"], \"total_duration\": 978.0, \"total_sessions\": 7, \"mean_week_duration\": 6.151}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into users with a duration summation that is above 4298 and below 2169, exclusively 2169 , apply sorting by name of the city descending plus keep only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 23:22:57.000000+00:00\", \"2019-01-16 20:22:50.000000+00:00\", \"2021-12-31 10:49:21.000000+00:00\"], \"session_ids\": [\"f01edb8b-c233-4477-903c-af37c090b533\", \"a6a9f4c8-0601-4f5e-b1b8-b61008a6807c\", \"ba77c6a7-e38f-4d87-b04e-42cccfed1981\"], \"total_duration\": 418.0, \"total_sessions\": 3, \"mean_week_duration\": 2.697}, \"46433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-01 21:53:02.000000+00:00\", \"2020-12-31 01:10:55.000000+00:00\"], \"session_ids\": [\"249dd6d3-bd2c-4c4e-b002-d646b3597e43\", \"7bafaf55-8b38-4f90-a971-2076d9038621\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}, \"95708\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-20 06:30:29.000000+00:00\", \"2019-09-26 21:42:33.000000+00:00\", \"2022-06-09 15:29:18.000000+00:00\", \"2019-06-25 00:00:20.000000+00:00\", \"2022-04-02 01:27:05.000000+00:00\", \"2021-06-11 18:58:05.000000+00:00\"], \"session_ids\": [\"d89aba77-e9c9-4b18-b37a-140b581991fd\", \"aab4179d-bf53-41aa-b3c0-52193145b341\", \"13239c26-573e-4267-9017-88cf9ade12d0\", \"4d02c71c-3bff-41be-a8e7-c69e7d71132e\", \"e194de29-4a4f-4587-badb-40a71d6921f7\", \"6bb4708b-c760-416a-afda-a45da0ba49d6\"], \"total_duration\": 2357.0, \"total_sessions\": 6, \"mean_week_duration\": 14.731}, \"30214\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-29 05:11:02.000000+00:00\", \"2020-08-21 06:43:56.000000+00:00\"], \"session_ids\": [\"f36ffd89-7552-482a-9702-6c2eac98aa83\", \"110606f3-2cfc-4404-81d3-0d4fc96b76a8\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.92}, \"25564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-08 01:45:46.000000+00:00\", \"2020-03-03 01:23:44.000000+00:00\", \"2021-09-01 01:38:30.000000+00:00\"], \"session_ids\": [\"237e0dbb-8ce5-49f7-ba9b-5a79f955331b\", \"bf07e6b4-ce12-4bb8-8cb8-d4588cbe1479\", \"7d502db5-af45-41d7-aa57-a35d8313bb87\"], \"total_duration\": 82.0, \"total_sessions\": 3, \"mean_week_duration\": 0.678}, \"17236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-10-02 17:29:40.000000+00:00\", \"2019-10-18 13:21:30.000000+00:00\"], \"session_ids\": [\"fdc59f0b-02b7-430b-bf4e-b90b26248c05\", \"7cdf2a97-0449-46f8-98f2-3a3094009cc5\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 3.223}, \"32149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-27 18:08:50.000000+00:00\", \"2019-07-15 10:47:04.000000+00:00\"], \"session_ids\": [\"79e25f3b-aacd-47df-8bbd-fe665dcaefc7\", \"613d946d-8100-4b74-9490-92a697f906ae\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 7.341}, \"46353\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-04 03:45:03.000000+00:00\", \"2020-07-23 07:04:44.000000+00:00\"], \"session_ids\": [\"d80c3c77-392b-414e-93cb-55d7fc9ba49d\", \"2cfaf1c4-5d59-4600-8fc1-71a6c72dfb0b\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 2.075}, \"84795\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-05-20 05:01:26.000000+00:00\", \"2022-05-18 18:41:36.000000+00:00\", \"2019-09-10 11:09:36.000000+00:00\", \"2023-06-03 19:40:48.000000+00:00\"], \"session_ids\": [\"cfe2ab14-8842-4491-9cad-ed12cec70688\", \"a0740cbc-38c9-4feb-8f50-5db98247650d\", \"9eb8057d-5f7c-4800-832a-1063a3dce788\", \"4c72a1d0-b9b7-4b65-bfc1-d30d83ece803\"], \"total_duration\": 967.0, \"total_sessions\": 4, \"mean_week_duration\": 4.959}, \"17398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-02 10:18:28.000000+00:00\", \"2019-03-23 12:06:54.000000+00:00\", \"2020-07-10 14:55:16.000000+00:00\", \"2023-06-28 13:05:59.000000+00:00\"], \"session_ids\": [\"dd0e17c9-b07b-4321-9d9a-cb2ab949708e\", \"4af02aa9-e9c9-44cc-8914-fb35638e5a21\", \"d5b55325-b5df-45e9-a067-64a40a4cdea5\", \"c84e4b1e-86fc-4c27-b597-6a3088218886\"], \"total_duration\": 785.0, \"total_sessions\": 4, \"mean_week_duration\": 3.52}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 2169 and are equal or greater than 4298"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[2169, 4298]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 23:22:57.000000+00:00\", \"2019-01-16 20:22:50.000000+00:00\", \"2021-12-31 10:49:21.000000+00:00\"], \"session_ids\": [\"f01edb8b-c233-4477-903c-af37c090b533\", \"a6a9f4c8-0601-4f5e-b1b8-b61008a6807c\", \"ba77c6a7-e38f-4d87-b04e-42cccfed1981\"], \"total_duration\": 418.0, \"total_sessions\": 3, \"mean_week_duration\": 2.697}, \"46433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-01 21:53:02.000000+00:00\", \"2020-12-31 01:10:55.000000+00:00\"], \"session_ids\": [\"249dd6d3-bd2c-4c4e-b002-d646b3597e43\", \"7bafaf55-8b38-4f90-a971-2076d9038621\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}, \"30214\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-29 05:11:02.000000+00:00\", \"2020-08-21 06:43:56.000000+00:00\"], \"session_ids\": [\"f36ffd89-7552-482a-9702-6c2eac98aa83\", \"110606f3-2cfc-4404-81d3-0d4fc96b76a8\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.92}, \"25564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-08 01:45:46.000000+00:00\", \"2020-03-03 01:23:44.000000+00:00\", \"2021-09-01 01:38:30.000000+00:00\"], \"session_ids\": [\"237e0dbb-8ce5-49f7-ba9b-5a79f955331b\", \"bf07e6b4-ce12-4bb8-8cb8-d4588cbe1479\", \"7d502db5-af45-41d7-aa57-a35d8313bb87\"], \"total_duration\": 82.0, \"total_sessions\": 3, \"mean_week_duration\": 0.678}, \"17236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-10-02 17:29:40.000000+00:00\", \"2019-10-18 13:21:30.000000+00:00\"], \"session_ids\": [\"fdc59f0b-02b7-430b-bf4e-b90b26248c05\", \"7cdf2a97-0449-46f8-98f2-3a3094009cc5\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 3.223}, \"32149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-27 18:08:50.000000+00:00\", \"2019-07-15 10:47:04.000000+00:00\"], \"session_ids\": [\"79e25f3b-aacd-47df-8bbd-fe665dcaefc7\", \"613d946d-8100-4b74-9490-92a697f906ae\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 7.341}, \"46353\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-04 03:45:03.000000+00:00\", \"2020-07-23 07:04:44.000000+00:00\"], \"session_ids\": [\"d80c3c77-392b-414e-93cb-55d7fc9ba49d\", \"2cfaf1c4-5d59-4600-8fc1-71a6c72dfb0b\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 2.075}, \"84795\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-05-20 05:01:26.000000+00:00\", \"2022-05-18 18:41:36.000000+00:00\", \"2019-09-10 11:09:36.000000+00:00\", \"2023-06-03 19:40:48.000000+00:00\"], \"session_ids\": [\"cfe2ab14-8842-4491-9cad-ed12cec70688\", \"a0740cbc-38c9-4feb-8f50-5db98247650d\", \"9eb8057d-5f7c-4800-832a-1063a3dce788\", \"4c72a1d0-b9b7-4b65-bfc1-d30d83ece803\"], \"total_duration\": 967.0, \"total_sessions\": 4, \"mean_week_duration\": 4.959}, \"17398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-02 10:18:28.000000+00:00\", \"2019-03-23 12:06:54.000000+00:00\", \"2020-07-10 14:55:16.000000+00:00\", \"2023-06-28 13:05:59.000000+00:00\"], \"session_ids\": [\"dd0e17c9-b07b-4321-9d9a-cb2ab949708e\", \"4af02aa9-e9c9-44cc-8914-fb35638e5a21\", \"d5b55325-b5df-45e9-a067-64a40a4cdea5\", \"c84e4b1e-86fc-4c27-b597-6a3088218886\"], \"total_duration\": 785.0, \"total_sessions\": 4, \"mean_week_duration\": 3.52}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-10-02 17:29:40.000000+00:00\", \"2019-10-18 13:21:30.000000+00:00\"], \"session_ids\": [\"fdc59f0b-02b7-430b-bf4e-b90b26248c05\", \"7cdf2a97-0449-46f8-98f2-3a3094009cc5\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 3.223}}, {\"46433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-01 21:53:02.000000+00:00\", \"2020-12-31 01:10:55.000000+00:00\"], \"session_ids\": [\"249dd6d3-bd2c-4c4e-b002-d646b3597e43\", \"7bafaf55-8b38-4f90-a971-2076d9038621\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}}, {\"84795\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-05-20 05:01:26.000000+00:00\", \"2022-05-18 18:41:36.000000+00:00\", \"2019-09-10 11:09:36.000000+00:00\", \"2023-06-03 19:40:48.000000+00:00\"], \"session_ids\": [\"cfe2ab14-8842-4491-9cad-ed12cec70688\", \"a0740cbc-38c9-4feb-8f50-5db98247650d\", \"9eb8057d-5f7c-4800-832a-1063a3dce788\", \"4c72a1d0-b9b7-4b65-bfc1-d30d83ece803\"], \"total_duration\": 967.0, \"total_sessions\": 4, \"mean_week_duration\": 4.959}}, {\"46353\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-04 03:45:03.000000+00:00\", \"2020-07-23 07:04:44.000000+00:00\"], \"session_ids\": [\"d80c3c77-392b-414e-93cb-55d7fc9ba49d\", \"2cfaf1c4-5d59-4600-8fc1-71a6c72dfb0b\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 2.075}}, {\"25564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-08 01:45:46.000000+00:00\", \"2020-03-03 01:23:44.000000+00:00\", \"2021-09-01 01:38:30.000000+00:00\"], \"session_ids\": [\"237e0dbb-8ce5-49f7-ba9b-5a79f955331b\", \"bf07e6b4-ce12-4bb8-8cb8-d4588cbe1479\", \"7d502db5-af45-41d7-aa57-a35d8313bb87\"], \"total_duration\": 82.0, \"total_sessions\": 3, \"mean_week_duration\": 0.678}}, {\"30214\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-29 05:11:02.000000+00:00\", \"2020-08-21 06:43:56.000000+00:00\"], \"session_ids\": [\"f36ffd89-7552-482a-9702-6c2eac98aa83\", \"110606f3-2cfc-4404-81d3-0d4fc96b76a8\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.92}}, {\"32149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-27 18:08:50.000000+00:00\", \"2019-07-15 10:47:04.000000+00:00\"], \"session_ids\": [\"79e25f3b-aacd-47df-8bbd-fe665dcaefc7\", \"613d946d-8100-4b74-9490-92a697f906ae\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 7.341}}, {\"17398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-02 10:18:28.000000+00:00\", \"2019-03-23 12:06:54.000000+00:00\", \"2020-07-10 14:55:16.000000+00:00\", \"2023-06-28 13:05:59.000000+00:00\"], \"session_ids\": [\"dd0e17c9-b07b-4321-9d9a-cb2ab949708e\", \"4af02aa9-e9c9-44cc-8914-fb35638e5a21\", \"d5b55325-b5df-45e9-a067-64a40a4cdea5\", \"c84e4b1e-86fc-4c27-b597-6a3088218886\"], \"total_duration\": 785.0, \"total_sessions\": 4, \"mean_week_duration\": 3.52}}, {\"37076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 23:22:57.000000+00:00\", \"2019-01-16 20:22:50.000000+00:00\", \"2021-12-31 10:49:21.000000+00:00\"], \"session_ids\": [\"f01edb8b-c233-4477-903c-af37c090b533\", \"a6a9f4c8-0601-4f5e-b1b8-b61008a6807c\", \"ba77c6a7-e38f-4d87-b04e-42cccfed1981\"], \"total_duration\": 418.0, \"total_sessions\": 3, \"mean_week_duration\": 2.697}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-10-02 17:29:40.000000+00:00\", \"2019-10-18 13:21:30.000000+00:00\"], \"session_ids\": [\"fdc59f0b-02b7-430b-bf4e-b90b26248c05\", \"7cdf2a97-0449-46f8-98f2-3a3094009cc5\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 3.223}}, {\"46433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-01 21:53:02.000000+00:00\", \"2020-12-31 01:10:55.000000+00:00\"], \"session_ids\": [\"249dd6d3-bd2c-4c4e-b002-d646b3597e43\", \"7bafaf55-8b38-4f90-a971-2076d9038621\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}}]\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[{\"17236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-10-02 17:29:40.000000+00:00\", \"2019-10-18 13:21:30.000000+00:00\"], \"session_ids\": [\"fdc59f0b-02b7-430b-bf4e-b90b26248c05\", \"7cdf2a97-0449-46f8-98f2-3a3094009cc5\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 3.223}}, {\"46433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-01 21:53:02.000000+00:00\", \"2020-12-31 01:10:55.000000+00:00\"], \"session_ids\": [\"249dd6d3-bd2c-4c4e-b002-d646b3597e43\", \"7bafaf55-8b38-4f90-a971-2076d9038621\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}}]\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 4 users to me who are topmost users based on time using the app in addition implement sorting by town title from the largest to the smallest , provide me only with 3 pieces of data."
}
] |
[
{
"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{\"71250\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-28 10:02:26.000000+00:00\", \"2022-09-16 18:45:33.000000+00:00\", \"2020-05-13 15:38:57.000000+00:00\", \"2019-09-09 06:14:33.000000+00:00\", \"2022-11-28 23:58:03.000000+00:00\", \"2019-03-23 07:15:35.000000+00:00\", \"2020-07-02 00:53:58.000000+00:00\", \"2019-04-30 15:52:51.000000+00:00\"], \"session_ids\": [\"086feff8-fd38-4d54-a0fe-625f11ff9071\", \"62e9d7d8-4f9d-48b6-ad77-4c746b2576ce\", \"b151b604-f3ae-4e58-828c-e848e9719c29\", \"2079bd06-3cd5-4607-9eb3-50383ca37660\", \"5937d3d5-6aa7-472b-ba37-d42da99bcc8c\", \"7377022f-3726-4a4f-8ffb-383c9a5ea737\", \"11d0a1ea-4930-48fc-b78b-b6a4197ecef7\", \"e2e7ae94-c9a6-4e68-9d22-58aa3980579a\"], \"total_duration\": 5320.0, \"total_sessions\": 8, \"mean_week_duration\": 27.565}, \"41567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-12 04:51:13.000000+00:00\", \"2022-06-02 20:37:26.000000+00:00\"], \"session_ids\": [\"ef32a244-a440-46d9-98ed-66bb019324a4\", \"9e3fcde7-6a35-4c47-81af-51a306deac4b\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 4.654}, \"36815\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-08-20 06:20:06.000000+00:00\", \"2022-06-20 19:39:48.000000+00:00\"], \"session_ids\": [\"3ea35534-59d3-4c85-9df7-71202217a5d8\", \"636242a2-90b3-4b67-baa0-e413e9943e7c\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 33.889}, \"86659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-26 06:30:50.000000+00:00\", \"2022-07-08 07:07:00.000000+00:00\"], \"session_ids\": [\"49e9b6a3-f54b-46d4-af77-d78929208d65\", \"1fc70f2c-ee05-4e69-8172-683183450e0e\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 8.239}, \"88014\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-02-19 21:41:17.000000+00:00\", \"2020-11-17 17:40:03.000000+00:00\"], \"session_ids\": [\"416d83c7-b99e-4dd2-9e57-5c44d9c6f7ac\", \"cbac3983-ae14-40ac-991a-e845a2be0e2a\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.636}, \"29405\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-27 21:29:30.000000+00:00\", \"2021-04-16 15:08:44.000000+00:00\"], \"session_ids\": [\"d95e6f66-9c2c-404c-9465-972117aa2fc9\", \"b057f26e-e485-40b3-8154-cff14035da3b\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.556}, \"62999\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-13 18:25:16.000000+00:00\", \"2023-02-26 05:33:48.000000+00:00\", \"2022-12-04 02:53:43.000000+00:00\"], \"session_ids\": [\"4b74aff3-059b-4ded-a82e-ad09aecf24d5\", \"5d8e3744-65d6-42e2-ab75-3f9e67917045\", \"c7a91d3f-ea1a-4406-8ab3-8bcc11899e32\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 2.043}, \"64500\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-24 01:48:26.000000+00:00\", \"2023-03-08 11:02:09.000000+00:00\", \"2021-06-17 13:33:06.000000+00:00\"], \"session_ids\": [\"92ca9e45-5079-4913-b5d2-0f8c47937f01\", \"e894102a-f894-4f64-93a9-6c423ea1d4b9\", \"8985aead-ac66-4a2d-b920-a2fb6dff316c\"], \"total_duration\": 467.0, \"total_sessions\": 3, \"mean_week_duration\": 3.409}, \"79675\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-25 19:28:01.000000+00:00\", \"2019-04-11 08:18:13.000000+00:00\"], \"session_ids\": [\"9119d902-9482-4c40-aec1-2f7345903965\", \"3ac87f38-c009-4e5a-a974-7c525c6b13eb\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 2.525}, \"16709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-21 16:25:38.000000+00:00\", \"2020-02-15 00:49:57.000000+00:00\"], \"session_ids\": [\"97b25484-8b38-4e4d-b992-96c11253226f\", \"6aa1a08e-8bc1-48da-b582-62f4ec5a7b4c\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.006}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 4 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 4}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71250\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-28 10:02:26.000000+00:00\", \"2022-09-16 18:45:33.000000+00:00\", \"2020-05-13 15:38:57.000000+00:00\", \"2019-09-09 06:14:33.000000+00:00\", \"2022-11-28 23:58:03.000000+00:00\", \"2019-03-23 07:15:35.000000+00:00\", \"2020-07-02 00:53:58.000000+00:00\", \"2019-04-30 15:52:51.000000+00:00\"], \"session_ids\": [\"086feff8-fd38-4d54-a0fe-625f11ff9071\", \"62e9d7d8-4f9d-48b6-ad77-4c746b2576ce\", \"b151b604-f3ae-4e58-828c-e848e9719c29\", \"2079bd06-3cd5-4607-9eb3-50383ca37660\", \"5937d3d5-6aa7-472b-ba37-d42da99bcc8c\", \"7377022f-3726-4a4f-8ffb-383c9a5ea737\", \"11d0a1ea-4930-48fc-b78b-b6a4197ecef7\", \"e2e7ae94-c9a6-4e68-9d22-58aa3980579a\"], \"total_duration\": 5320.0, \"total_sessions\": 8, \"mean_week_duration\": 27.565}}, {\"64500\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-24 01:48:26.000000+00:00\", \"2023-03-08 11:02:09.000000+00:00\", \"2021-06-17 13:33:06.000000+00:00\"], \"session_ids\": [\"92ca9e45-5079-4913-b5d2-0f8c47937f01\", \"e894102a-f894-4f64-93a9-6c423ea1d4b9\", \"8985aead-ac66-4a2d-b920-a2fb6dff316c\"], \"total_duration\": 467.0, \"total_sessions\": 3, \"mean_week_duration\": 3.409}}, {\"86659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-26 06:30:50.000000+00:00\", \"2022-07-08 07:07:00.000000+00:00\"], \"session_ids\": [\"49e9b6a3-f54b-46d4-af77-d78929208d65\", \"1fc70f2c-ee05-4e69-8172-683183450e0e\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 8.239}}, {\"41567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-12 04:51:13.000000+00:00\", \"2022-06-02 20:37:26.000000+00:00\"], \"session_ids\": [\"ef32a244-a440-46d9-98ed-66bb019324a4\", \"9e3fcde7-6a35-4c47-81af-51a306deac4b\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 4.654}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"86659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-26 06:30:50.000000+00:00\", \"2022-07-08 07:07:00.000000+00:00\"], \"session_ids\": [\"49e9b6a3-f54b-46d4-af77-d78929208d65\", \"1fc70f2c-ee05-4e69-8172-683183450e0e\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 8.239}}, {\"71250\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-28 10:02:26.000000+00:00\", \"2022-09-16 18:45:33.000000+00:00\", \"2020-05-13 15:38:57.000000+00:00\", \"2019-09-09 06:14:33.000000+00:00\", \"2022-11-28 23:58:03.000000+00:00\", \"2019-03-23 07:15:35.000000+00:00\", \"2020-07-02 00:53:58.000000+00:00\", \"2019-04-30 15:52:51.000000+00:00\"], \"session_ids\": [\"086feff8-fd38-4d54-a0fe-625f11ff9071\", \"62e9d7d8-4f9d-48b6-ad77-4c746b2576ce\", \"b151b604-f3ae-4e58-828c-e848e9719c29\", \"2079bd06-3cd5-4607-9eb3-50383ca37660\", \"5937d3d5-6aa7-472b-ba37-d42da99bcc8c\", \"7377022f-3726-4a4f-8ffb-383c9a5ea737\", \"11d0a1ea-4930-48fc-b78b-b6a4197ecef7\", \"e2e7ae94-c9a6-4e68-9d22-58aa3980579a\"], \"total_duration\": 5320.0, \"total_sessions\": 8, \"mean_week_duration\": 27.565}}, {\"41567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-12 04:51:13.000000+00:00\", \"2022-06-02 20:37:26.000000+00:00\"], \"session_ids\": [\"ef32a244-a440-46d9-98ed-66bb019324a4\", \"9e3fcde7-6a35-4c47-81af-51a306deac4b\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 4.654}}, {\"64500\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-24 01:48:26.000000+00:00\", \"2023-03-08 11:02:09.000000+00:00\", \"2021-06-17 13:33:06.000000+00:00\"], \"session_ids\": [\"92ca9e45-5079-4913-b5d2-0f8c47937f01\", \"e894102a-f894-4f64-93a9-6c423ea1d4b9\", \"8985aead-ac66-4a2d-b920-a2fb6dff316c\"], \"total_duration\": 467.0, \"total_sessions\": 3, \"mean_week_duration\": 3.409}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"86659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-26 06:30:50.000000+00:00\", \"2022-07-08 07:07:00.000000+00:00\"], \"session_ids\": [\"49e9b6a3-f54b-46d4-af77-d78929208d65\", \"1fc70f2c-ee05-4e69-8172-683183450e0e\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 8.239}}, {\"71250\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-28 10:02:26.000000+00:00\", \"2022-09-16 18:45:33.000000+00:00\", \"2020-05-13 15:38:57.000000+00:00\", \"2019-09-09 06:14:33.000000+00:00\", \"2022-11-28 23:58:03.000000+00:00\", \"2019-03-23 07:15:35.000000+00:00\", \"2020-07-02 00:53:58.000000+00:00\", \"2019-04-30 15:52:51.000000+00:00\"], \"session_ids\": [\"086feff8-fd38-4d54-a0fe-625f11ff9071\", \"62e9d7d8-4f9d-48b6-ad77-4c746b2576ce\", \"b151b604-f3ae-4e58-828c-e848e9719c29\", \"2079bd06-3cd5-4607-9eb3-50383ca37660\", \"5937d3d5-6aa7-472b-ba37-d42da99bcc8c\", \"7377022f-3726-4a4f-8ffb-383c9a5ea737\", \"11d0a1ea-4930-48fc-b78b-b6a4197ecef7\", \"e2e7ae94-c9a6-4e68-9d22-58aa3980579a\"], \"total_duration\": 5320.0, \"total_sessions\": 8, \"mean_week_duration\": 27.565}}, {\"41567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-12 04:51:13.000000+00:00\", \"2022-06-02 20:37:26.000000+00:00\"], \"session_ids\": [\"ef32a244-a440-46d9-98ed-66bb019324a4\", \"9e3fcde7-6a35-4c47-81af-51a306deac4b\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 4.654}}]\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[{\"86659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-26 06:30:50.000000+00:00\", \"2022-07-08 07:07:00.000000+00:00\"], \"session_ids\": [\"49e9b6a3-f54b-46d4-af77-d78929208d65\", \"1fc70f2c-ee05-4e69-8172-683183450e0e\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 8.239}}, {\"71250\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-28 10:02:26.000000+00:00\", \"2022-09-16 18:45:33.000000+00:00\", \"2020-05-13 15:38:57.000000+00:00\", \"2019-09-09 06:14:33.000000+00:00\", \"2022-11-28 23:58:03.000000+00:00\", \"2019-03-23 07:15:35.000000+00:00\", \"2020-07-02 00:53:58.000000+00:00\", \"2019-04-30 15:52:51.000000+00:00\"], \"session_ids\": [\"086feff8-fd38-4d54-a0fe-625f11ff9071\", \"62e9d7d8-4f9d-48b6-ad77-4c746b2576ce\", \"b151b604-f3ae-4e58-828c-e848e9719c29\", \"2079bd06-3cd5-4607-9eb3-50383ca37660\", \"5937d3d5-6aa7-472b-ba37-d42da99bcc8c\", \"7377022f-3726-4a4f-8ffb-383c9a5ea737\", \"11d0a1ea-4930-48fc-b78b-b6a4197ecef7\", \"e2e7ae94-c9a6-4e68-9d22-58aa3980579a\"], \"total_duration\": 5320.0, \"total_sessions\": 8, \"mean_week_duration\": 27.565}}, {\"41567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-12 04:51:13.000000+00:00\", \"2022-06-02 20:37:26.000000+00:00\"], \"session_ids\": [\"ef32a244-a440-46d9-98ed-66bb019324a4\", \"9e3fcde7-6a35-4c47-81af-51a306deac4b\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 4.654}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about users who have sum of duration of sessions per week strictly bigger than 3 , sort by town title from the largest value to the smallest value and in addition display me only 4 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{\"22414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-27 00:13:09.000000+00:00\", \"2019-11-13 21:10:54.000000+00:00\"], \"session_ids\": [\"dd442488-c264-46d3-ad55-5a103f03e572\", \"c2f71e56-88cc-47c2-b6ec-1f69e9564ee3\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 77.5}, \"41464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-05 20:31:06.000000+00:00\", \"2022-04-21 14:23:43.000000+00:00\", \"2023-02-24 07:00:46.000000+00:00\", \"2020-11-27 16:25:01.000000+00:00\", \"2021-11-07 23:23:43.000000+00:00\", \"2019-04-14 23:12:28.000000+00:00\"], \"session_ids\": [\"cc3dded8-bdb6-42ad-b29e-fb60b951d7c1\", \"e65e1fa3-f57f-4daf-b454-472fdef54f09\", \"61009c9c-945a-4135-8a3a-6130a97a33bf\", \"6384953d-d93e-4d18-86f5-673226b275dc\", \"b8e2b8a9-4af8-496c-a4be-00b5719005ef\", \"4178f689-7081-4f6b-bc01-2c62fcf6759f\"], \"total_duration\": 4141.0, \"total_sessions\": 6, \"mean_week_duration\": 20.399}, \"28382\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2021-09-27 18:50:30.000000+00:00\", \"2019-08-13 20:34:04.000000+00:00\"], \"session_ids\": [\"ccabf900-bef2-49c9-97d7-e290dbf3a4c5\", \"e67699f3-7bb0-48e2-aaa9-fa4d88c1a6fc\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}, \"83905\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-10-10 17:53:00.000000+00:00\", \"2021-12-01 10:23:28.000000+00:00\", \"2020-05-02 14:06:45.000000+00:00\", \"2020-10-03 23:35:17.000000+00:00\", \"2023-01-23 02:14:18.000000+00:00\", \"2019-03-16 13:00:01.000000+00:00\", \"2022-09-23 17:16:55.000000+00:00\"], \"session_ids\": [\"65976ffd-2718-41d1-9fba-22ddd7ef7160\", \"0ee28afe-faa9-41c4-8358-fbc97bce7337\", \"6ebd9c37-09b1-4d52-a27d-8ec43634c9c9\", \"fb955290-735e-4860-9693-a492110b9189\", \"04ce2637-66b9-40c8-9c93-3dc275a78d0e\", \"394d5cc6-9fb7-4441-8c64-0ded4f48dff6\", \"0609382d-014e-4f51-87f1-f5b6510cb7a4\"], \"total_duration\": 8382.0, \"total_sessions\": 7, \"mean_week_duration\": 41.495}, \"36813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2021-12-03 20:47:39.000000+00:00\", \"2019-09-12 20:31:22.000000+00:00\"], \"session_ids\": [\"6ffdb8d4-4b74-4e18-9cd9-b790d402d6dc\", \"c7f5882b-2610-47e7-8400-f9954bd18fe9\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.427}, \"62592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-09-28 20:33:59.000000+00:00\", \"2020-09-19 08:40:54.000000+00:00\"], \"session_ids\": [\"2eb38d5a-4f75-4000-b398-f3b049e88625\", \"1855420c-f11b-417a-b21c-33d4acbd8f69\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 1.157}, \"64565\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-12-23 14:35:11.000000+00:00\", \"2021-01-14 18:43:24.000000+00:00\", \"2022-12-28 06:40:37.000000+00:00\", \"2022-01-21 11:31:29.000000+00:00\"], \"session_ids\": [\"bb642f67-e49a-4358-bfb8-e79ed0c3a6b6\", \"3866a5fd-815b-400c-bccb-8ecd275a3ecc\", \"0400a75d-6199-4db5-8dc1-ce23ee39da6b\", \"65f1ef4a-2820-402f-9568-7dc4261a0ecb\"], \"total_duration\": 35.0, \"total_sessions\": 4, \"mean_week_duration\": 0.343}, \"64983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-22 17:40:37.000000+00:00\", \"2022-02-09 21:54:04.000000+00:00\", \"2020-05-07 02:18:13.000000+00:00\"], \"session_ids\": [\"17a49eaa-d818-4e04-99d4-5a95fcc0a8d4\", \"401e7f33-8e0d-4651-97c5-c3007676f94b\", \"d511a4c3-5634-4479-92e8-8bf67d9e9e72\"], \"total_duration\": 343.0, \"total_sessions\": 3, \"mean_week_duration\": 3.728}, \"81918\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-03-28 11:57:33.000000+00:00\", \"2020-03-22 22:42:03.000000+00:00\", \"2021-01-02 09:39:36.000000+00:00\", \"2021-09-04 16:24:41.000000+00:00\", \"2019-08-28 06:48:55.000000+00:00\", \"2020-10-02 21:35:46.000000+00:00\", \"2019-11-17 21:31:48.000000+00:00\", \"2020-04-27 17:08:54.000000+00:00\", \"2023-01-10 00:50:24.000000+00:00\"], \"session_ids\": [\"c004c574-b8b4-4434-b006-c4856d662663\", \"b9456e1b-de15-4d1e-ad93-c0b9d681a5c3\", \"52703009-da7b-424d-9115-505929e6e4e8\", \"ecf2efe4-8fdf-4f21-a407-93c84bcf9b30\", \"cb0d64b4-ac2c-4a4c-9e2f-fe9a90bc73af\", \"f4753a78-a45b-445b-895f-2f3ea1c91cf8\", \"6d997be4-b142-42fd-b4c7-5c240f2ca019\", \"5219ce63-8a01-4d28-b8b3-891a98f1fc69\", \"085e3ea8-4823-4f6a-9d20-8f73b5f7b545\"], \"total_duration\": 1646.0, \"total_sessions\": 9, \"mean_week_duration\": 8.313}, \"14280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-15 20:08:40.000000+00:00\", \"2020-03-18 00:23:32.000000+00:00\"], \"session_ids\": [\"9401dd87-82e0-4369-90bd-df8197a36c7e\", \"9f835b2e-bfa5-4601-8a6c-72e543d26fad\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 5.877}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 26]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-27 00:13:09.000000+00:00\", \"2019-11-13 21:10:54.000000+00:00\"], \"session_ids\": [\"dd442488-c264-46d3-ad55-5a103f03e572\", \"c2f71e56-88cc-47c2-b6ec-1f69e9564ee3\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 77.5}, \"41464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-05 20:31:06.000000+00:00\", \"2022-04-21 14:23:43.000000+00:00\", \"2023-02-24 07:00:46.000000+00:00\", \"2020-11-27 16:25:01.000000+00:00\", \"2021-11-07 23:23:43.000000+00:00\", \"2019-04-14 23:12:28.000000+00:00\"], \"session_ids\": [\"cc3dded8-bdb6-42ad-b29e-fb60b951d7c1\", \"e65e1fa3-f57f-4daf-b454-472fdef54f09\", \"61009c9c-945a-4135-8a3a-6130a97a33bf\", \"6384953d-d93e-4d18-86f5-673226b275dc\", \"b8e2b8a9-4af8-496c-a4be-00b5719005ef\", \"4178f689-7081-4f6b-bc01-2c62fcf6759f\"], \"total_duration\": 4141.0, \"total_sessions\": 6, \"mean_week_duration\": 20.399}, \"83905\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-10-10 17:53:00.000000+00:00\", \"2021-12-01 10:23:28.000000+00:00\", \"2020-05-02 14:06:45.000000+00:00\", \"2020-10-03 23:35:17.000000+00:00\", \"2023-01-23 02:14:18.000000+00:00\", \"2019-03-16 13:00:01.000000+00:00\", \"2022-09-23 17:16:55.000000+00:00\"], \"session_ids\": [\"65976ffd-2718-41d1-9fba-22ddd7ef7160\", \"0ee28afe-faa9-41c4-8358-fbc97bce7337\", \"6ebd9c37-09b1-4d52-a27d-8ec43634c9c9\", \"fb955290-735e-4860-9693-a492110b9189\", \"04ce2637-66b9-40c8-9c93-3dc275a78d0e\", \"394d5cc6-9fb7-4441-8c64-0ded4f48dff6\", \"0609382d-014e-4f51-87f1-f5b6510cb7a4\"], \"total_duration\": 8382.0, \"total_sessions\": 7, \"mean_week_duration\": 41.495}, \"64983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-22 17:40:37.000000+00:00\", \"2022-02-09 21:54:04.000000+00:00\", \"2020-05-07 02:18:13.000000+00:00\"], \"session_ids\": [\"17a49eaa-d818-4e04-99d4-5a95fcc0a8d4\", \"401e7f33-8e0d-4651-97c5-c3007676f94b\", \"d511a4c3-5634-4479-92e8-8bf67d9e9e72\"], \"total_duration\": 343.0, \"total_sessions\": 3, \"mean_week_duration\": 3.728}, \"81918\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-03-28 11:57:33.000000+00:00\", \"2020-03-22 22:42:03.000000+00:00\", \"2021-01-02 09:39:36.000000+00:00\", \"2021-09-04 16:24:41.000000+00:00\", \"2019-08-28 06:48:55.000000+00:00\", \"2020-10-02 21:35:46.000000+00:00\", \"2019-11-17 21:31:48.000000+00:00\", \"2020-04-27 17:08:54.000000+00:00\", \"2023-01-10 00:50:24.000000+00:00\"], \"session_ids\": [\"c004c574-b8b4-4434-b006-c4856d662663\", \"b9456e1b-de15-4d1e-ad93-c0b9d681a5c3\", \"52703009-da7b-424d-9115-505929e6e4e8\", \"ecf2efe4-8fdf-4f21-a407-93c84bcf9b30\", \"cb0d64b4-ac2c-4a4c-9e2f-fe9a90bc73af\", \"f4753a78-a45b-445b-895f-2f3ea1c91cf8\", \"6d997be4-b142-42fd-b4c7-5c240f2ca019\", \"5219ce63-8a01-4d28-b8b3-891a98f1fc69\", \"085e3ea8-4823-4f6a-9d20-8f73b5f7b545\"], \"total_duration\": 1646.0, \"total_sessions\": 9, \"mean_week_duration\": 8.313}, \"14280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-15 20:08:40.000000+00:00\", \"2020-03-18 00:23:32.000000+00:00\"], \"session_ids\": [\"9401dd87-82e0-4369-90bd-df8197a36c7e\", \"9f835b2e-bfa5-4601-8a6c-72e543d26fad\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 5.877}}\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[{\"22414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-27 00:13:09.000000+00:00\", \"2019-11-13 21:10:54.000000+00:00\"], \"session_ids\": [\"dd442488-c264-46d3-ad55-5a103f03e572\", \"c2f71e56-88cc-47c2-b6ec-1f69e9564ee3\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 77.5}}, {\"64983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-22 17:40:37.000000+00:00\", \"2022-02-09 21:54:04.000000+00:00\", \"2020-05-07 02:18:13.000000+00:00\"], \"session_ids\": [\"17a49eaa-d818-4e04-99d4-5a95fcc0a8d4\", \"401e7f33-8e0d-4651-97c5-c3007676f94b\", \"d511a4c3-5634-4479-92e8-8bf67d9e9e72\"], \"total_duration\": 343.0, \"total_sessions\": 3, \"mean_week_duration\": 3.728}}, {\"41464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-05 20:31:06.000000+00:00\", \"2022-04-21 14:23:43.000000+00:00\", \"2023-02-24 07:00:46.000000+00:00\", \"2020-11-27 16:25:01.000000+00:00\", \"2021-11-07 23:23:43.000000+00:00\", \"2019-04-14 23:12:28.000000+00:00\"], \"session_ids\": [\"cc3dded8-bdb6-42ad-b29e-fb60b951d7c1\", \"e65e1fa3-f57f-4daf-b454-472fdef54f09\", \"61009c9c-945a-4135-8a3a-6130a97a33bf\", \"6384953d-d93e-4d18-86f5-673226b275dc\", \"b8e2b8a9-4af8-496c-a4be-00b5719005ef\", \"4178f689-7081-4f6b-bc01-2c62fcf6759f\"], \"total_duration\": 4141.0, \"total_sessions\": 6, \"mean_week_duration\": 20.399}}, {\"14280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-15 20:08:40.000000+00:00\", \"2020-03-18 00:23:32.000000+00:00\"], \"session_ids\": [\"9401dd87-82e0-4369-90bd-df8197a36c7e\", \"9f835b2e-bfa5-4601-8a6c-72e543d26fad\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 5.877}}, {\"81918\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-03-28 11:57:33.000000+00:00\", \"2020-03-22 22:42:03.000000+00:00\", \"2021-01-02 09:39:36.000000+00:00\", \"2021-09-04 16:24:41.000000+00:00\", \"2019-08-28 06:48:55.000000+00:00\", \"2020-10-02 21:35:46.000000+00:00\", \"2019-11-17 21:31:48.000000+00:00\", \"2020-04-27 17:08:54.000000+00:00\", \"2023-01-10 00:50:24.000000+00:00\"], \"session_ids\": [\"c004c574-b8b4-4434-b006-c4856d662663\", \"b9456e1b-de15-4d1e-ad93-c0b9d681a5c3\", \"52703009-da7b-424d-9115-505929e6e4e8\", \"ecf2efe4-8fdf-4f21-a407-93c84bcf9b30\", \"cb0d64b4-ac2c-4a4c-9e2f-fe9a90bc73af\", \"f4753a78-a45b-445b-895f-2f3ea1c91cf8\", \"6d997be4-b142-42fd-b4c7-5c240f2ca019\", \"5219ce63-8a01-4d28-b8b3-891a98f1fc69\", \"085e3ea8-4823-4f6a-9d20-8f73b5f7b545\"], \"total_duration\": 1646.0, \"total_sessions\": 9, \"mean_week_duration\": 8.313}}, {\"83905\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-10-10 17:53:00.000000+00:00\", \"2021-12-01 10:23:28.000000+00:00\", \"2020-05-02 14:06:45.000000+00:00\", \"2020-10-03 23:35:17.000000+00:00\", \"2023-01-23 02:14:18.000000+00:00\", \"2019-03-16 13:00:01.000000+00:00\", \"2022-09-23 17:16:55.000000+00:00\"], \"session_ids\": [\"65976ffd-2718-41d1-9fba-22ddd7ef7160\", \"0ee28afe-faa9-41c4-8358-fbc97bce7337\", \"6ebd9c37-09b1-4d52-a27d-8ec43634c9c9\", \"fb955290-735e-4860-9693-a492110b9189\", \"04ce2637-66b9-40c8-9c93-3dc275a78d0e\", \"394d5cc6-9fb7-4441-8c64-0ded4f48dff6\", \"0609382d-014e-4f51-87f1-f5b6510cb7a4\"], \"total_duration\": 8382.0, \"total_sessions\": 7, \"mean_week_duration\": 41.495}}]\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[{\"22414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-27 00:13:09.000000+00:00\", \"2019-11-13 21:10:54.000000+00:00\"], \"session_ids\": [\"dd442488-c264-46d3-ad55-5a103f03e572\", \"c2f71e56-88cc-47c2-b6ec-1f69e9564ee3\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 77.5}}, {\"64983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-22 17:40:37.000000+00:00\", \"2022-02-09 21:54:04.000000+00:00\", \"2020-05-07 02:18:13.000000+00:00\"], \"session_ids\": [\"17a49eaa-d818-4e04-99d4-5a95fcc0a8d4\", \"401e7f33-8e0d-4651-97c5-c3007676f94b\", \"d511a4c3-5634-4479-92e8-8bf67d9e9e72\"], \"total_duration\": 343.0, \"total_sessions\": 3, \"mean_week_duration\": 3.728}}, {\"41464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-05 20:31:06.000000+00:00\", \"2022-04-21 14:23:43.000000+00:00\", \"2023-02-24 07:00:46.000000+00:00\", \"2020-11-27 16:25:01.000000+00:00\", \"2021-11-07 23:23:43.000000+00:00\", \"2019-04-14 23:12:28.000000+00:00\"], \"session_ids\": [\"cc3dded8-bdb6-42ad-b29e-fb60b951d7c1\", \"e65e1fa3-f57f-4daf-b454-472fdef54f09\", \"61009c9c-945a-4135-8a3a-6130a97a33bf\", \"6384953d-d93e-4d18-86f5-673226b275dc\", \"b8e2b8a9-4af8-496c-a4be-00b5719005ef\", \"4178f689-7081-4f6b-bc01-2c62fcf6759f\"], \"total_duration\": 4141.0, \"total_sessions\": 6, \"mean_week_duration\": 20.399}}, {\"14280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-15 20:08:40.000000+00:00\", \"2020-03-18 00:23:32.000000+00:00\"], \"session_ids\": [\"9401dd87-82e0-4369-90bd-df8197a36c7e\", \"9f835b2e-bfa5-4601-8a6c-72e543d26fad\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 5.877}}]\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[{\"22414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-27 00:13:09.000000+00:00\", \"2019-11-13 21:10:54.000000+00:00\"], \"session_ids\": [\"dd442488-c264-46d3-ad55-5a103f03e572\", \"c2f71e56-88cc-47c2-b6ec-1f69e9564ee3\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 77.5}}, {\"64983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-22 17:40:37.000000+00:00\", \"2022-02-09 21:54:04.000000+00:00\", \"2020-05-07 02:18:13.000000+00:00\"], \"session_ids\": [\"17a49eaa-d818-4e04-99d4-5a95fcc0a8d4\", \"401e7f33-8e0d-4651-97c5-c3007676f94b\", \"d511a4c3-5634-4479-92e8-8bf67d9e9e72\"], \"total_duration\": 343.0, \"total_sessions\": 3, \"mean_week_duration\": 3.728}}, {\"41464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-05 20:31:06.000000+00:00\", \"2022-04-21 14:23:43.000000+00:00\", \"2023-02-24 07:00:46.000000+00:00\", \"2020-11-27 16:25:01.000000+00:00\", \"2021-11-07 23:23:43.000000+00:00\", \"2019-04-14 23:12:28.000000+00:00\"], \"session_ids\": [\"cc3dded8-bdb6-42ad-b29e-fb60b951d7c1\", \"e65e1fa3-f57f-4daf-b454-472fdef54f09\", \"61009c9c-945a-4135-8a3a-6130a97a33bf\", \"6384953d-d93e-4d18-86f5-673226b275dc\", \"b8e2b8a9-4af8-496c-a4be-00b5719005ef\", \"4178f689-7081-4f6b-bc01-2c62fcf6759f\"], \"total_duration\": 4141.0, \"total_sessions\": 6, \"mean_week_duration\": 20.399}}, {\"14280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-15 20:08:40.000000+00:00\", \"2020-03-18 00:23:32.000000+00:00\"], \"session_ids\": [\"9401dd87-82e0-4369-90bd-df8197a36c7e\", \"9f835b2e-bfa5-4601-8a6c-72e543d26fad\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 5.877}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding user with a total duration that is higher than 766 and lower than 2676, exclusive 2676 inclusive 766 in addition carry out sorting by overall quantity of sessions risingly."
}
] |
[
{
"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{\"32397\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-23 13:36:04.000000+00:00\", \"2021-11-13 21:33:33.000000+00:00\"], \"session_ids\": [\"e9b45195-410e-41f4-9904-8ab4d5a9d196\", \"edc55465-5b43-4d7c-a673-21ebffea41a8\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 14.391}, \"82442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-07-24 07:09:16.000000+00:00\", \"2021-03-17 09:18:00.000000+00:00\", \"2021-07-20 06:28:19.000000+00:00\", \"2020-11-13 07:52:12.000000+00:00\"], \"session_ids\": [\"b68ac357-1e08-4f37-bb41-44461f9f9903\", \"d8339eeb-6504-4e4e-ba31-d8299e3e01bd\", \"f251ab5d-1c65-40fe-8fbe-deab23395933\", \"5a2a33be-a465-4cd3-8294-4b02ff1740fa\"], \"total_duration\": 327.0, \"total_sessions\": 4, \"mean_week_duration\": 3.674}, \"29231\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-04-28 13:23:46.000000+00:00\", \"2021-06-17 14:14:20.000000+00:00\"], \"session_ids\": [\"1de3acbf-f12b-49d4-bff4-dd24ac1632b7\", \"2a42445f-024e-4ad8-910e-516e56a7c684\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.517}, \"9714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-08 14:44:25.000000+00:00\", \"2019-03-25 07:41:30.000000+00:00\"], \"session_ids\": [\"a50dc776-44b5-497e-8e0d-aebfeaf225aa\", \"b266198f-5112-460f-b77f-4df7449208e5\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 0.736}, \"42426\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-13 06:59:40.000000+00:00\", \"2019-11-20 19:18:17.000000+00:00\"], \"session_ids\": [\"936ed968-710e-4fd6-a1b6-48f447ca063f\", \"55178b36-249a-4af3-8508-8a20b91f7dcf\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 8.435}, \"39409\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-02-02 03:01:21.000000+00:00\", \"2020-06-07 22:17:06.000000+00:00\"], \"session_ids\": [\"80dec9c2-2e29-4730-b379-87964610c834\", \"8f864e85-0c92-47cd-b202-dcfbda6e42b2\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 2.517}, \"96691\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-28 11:11:30.000000+00:00\", \"2022-12-02 03:18:06.000000+00:00\", \"2022-08-18 03:28:51.000000+00:00\", \"2023-04-08 11:08:29.000000+00:00\", \"2021-11-23 00:01:19.000000+00:00\"], \"session_ids\": [\"eed7ceeb-8656-4341-b2dd-b5238ddc6e9b\", \"52f29351-ed15-4d97-b39f-278c8e5560e4\", \"827eb306-43bc-4af1-b8b0-a49df23bc58c\", \"914f0b92-ece2-4929-bb53-f896d247c429\", \"8a709b23-6d9f-431f-b194-d85d2327d34c\"], \"total_duration\": 163.0, \"total_sessions\": 5, \"mean_week_duration\": 1.598}, \"77803\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-21 17:52:17.000000+00:00\", \"2019-04-26 04:37:21.000000+00:00\", \"2022-11-17 03:44:14.000000+00:00\", \"2021-05-11 03:30:24.000000+00:00\"], \"session_ids\": [\"b1fa552f-19b8-4ea6-9a42-d92c68a6eb61\", \"d9f20b52-aa60-4163-a055-056b9a8a5a6f\", \"cc775d19-ac9b-4109-9cc2-34d829d627f4\", \"45582df8-537b-41c2-845a-e9fb13dd50b6\"], \"total_duration\": 183.0, \"total_sessions\": 4, \"mean_week_duration\": 0.984}, \"91998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-18 15:35:17.000000+00:00\", \"2019-05-31 21:16:07.000000+00:00\", \"2019-07-02 14:46:51.000000+00:00\", \"2019-10-01 02:13:51.000000+00:00\", \"2022-09-22 01:59:35.000000+00:00\", \"2022-11-12 13:54:37.000000+00:00\", \"2021-07-16 19:17:43.000000+00:00\", \"2020-10-21 06:52:58.000000+00:00\"], \"session_ids\": [\"0174788e-6c5b-4bf0-b2d3-7d4e544a6496\", \"df7777a9-cae1-4dfa-9bc7-7db7b39dfa49\", \"6ea76ca4-d13d-46d6-a840-a970b92ff5fa\", \"99a4ac2f-f23d-4474-b217-b6d907d2e587\", \"c4b83555-bec7-42c1-8315-e2d3ba2d50a6\", \"5eb5ad80-4c32-4649-b837-9babf6a95387\", \"29903734-6551-47d2-ac73-c3e561ff0b08\", \"d0ddb189-2a30-48a5-9541-3e0467df0faf\"], \"total_duration\": 930.0, \"total_sessions\": 8, \"mean_week_duration\": 5.167}, \"1095\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-13 06:59:54.000000+00:00\", \"2023-01-17 14:45:00.000000+00:00\"], \"session_ids\": [\"7503e839-ee8c-42d3-a531-e7c0ba2e87bb\", \"178731de-5734-4e6c-8007-cddc1eef1dd3\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 2.962}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 766 and are less than 2676"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[766, 2676]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-18 15:35:17.000000+00:00\", \"2019-05-31 21:16:07.000000+00:00\", \"2019-07-02 14:46:51.000000+00:00\", \"2019-10-01 02:13:51.000000+00:00\", \"2022-09-22 01:59:35.000000+00:00\", \"2022-11-12 13:54:37.000000+00:00\", \"2021-07-16 19:17:43.000000+00:00\", \"2020-10-21 06:52:58.000000+00:00\"], \"session_ids\": [\"0174788e-6c5b-4bf0-b2d3-7d4e544a6496\", \"df7777a9-cae1-4dfa-9bc7-7db7b39dfa49\", \"6ea76ca4-d13d-46d6-a840-a970b92ff5fa\", \"99a4ac2f-f23d-4474-b217-b6d907d2e587\", \"c4b83555-bec7-42c1-8315-e2d3ba2d50a6\", \"5eb5ad80-4c32-4649-b837-9babf6a95387\", \"29903734-6551-47d2-ac73-c3e561ff0b08\", \"d0ddb189-2a30-48a5-9541-3e0467df0faf\"], \"total_duration\": 930.0, \"total_sessions\": 8, \"mean_week_duration\": 5.167}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"91998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-18 15:35:17.000000+00:00\", \"2019-05-31 21:16:07.000000+00:00\", \"2019-07-02 14:46:51.000000+00:00\", \"2019-10-01 02:13:51.000000+00:00\", \"2022-09-22 01:59:35.000000+00:00\", \"2022-11-12 13:54:37.000000+00:00\", \"2021-07-16 19:17:43.000000+00:00\", \"2020-10-21 06:52:58.000000+00:00\"], \"session_ids\": [\"0174788e-6c5b-4bf0-b2d3-7d4e544a6496\", \"df7777a9-cae1-4dfa-9bc7-7db7b39dfa49\", \"6ea76ca4-d13d-46d6-a840-a970b92ff5fa\", \"99a4ac2f-f23d-4474-b217-b6d907d2e587\", \"c4b83555-bec7-42c1-8315-e2d3ba2d50a6\", \"5eb5ad80-4c32-4649-b837-9babf6a95387\", \"29903734-6551-47d2-ac73-c3e561ff0b08\", \"d0ddb189-2a30-48a5-9541-3e0467df0faf\"], \"total_duration\": 930.0, \"total_sessions\": 8, \"mean_week_duration\": 5.167}}]\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[{\"91998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-18 15:35:17.000000+00:00\", \"2019-05-31 21:16:07.000000+00:00\", \"2019-07-02 14:46:51.000000+00:00\", \"2019-10-01 02:13:51.000000+00:00\", \"2022-09-22 01:59:35.000000+00:00\", \"2022-11-12 13:54:37.000000+00:00\", \"2021-07-16 19:17:43.000000+00:00\", \"2020-10-21 06:52:58.000000+00:00\"], \"session_ids\": [\"0174788e-6c5b-4bf0-b2d3-7d4e544a6496\", \"df7777a9-cae1-4dfa-9bc7-7db7b39dfa49\", \"6ea76ca4-d13d-46d6-a840-a970b92ff5fa\", \"99a4ac2f-f23d-4474-b217-b6d907d2e587\", \"c4b83555-bec7-42c1-8315-e2d3ba2d50a6\", \"5eb5ad80-4c32-4649-b837-9babf6a95387\", \"29903734-6551-47d2-ac73-c3e561ff0b08\", \"d0ddb189-2a30-48a5-9541-3e0467df0faf\"], \"total_duration\": 930.0, \"total_sessions\": 8, \"mean_week_duration\": 5.167}}]\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[{\"91998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-18 15:35:17.000000+00:00\", \"2019-05-31 21:16:07.000000+00:00\", \"2019-07-02 14:46:51.000000+00:00\", \"2019-10-01 02:13:51.000000+00:00\", \"2022-09-22 01:59:35.000000+00:00\", \"2022-11-12 13:54:37.000000+00:00\", \"2021-07-16 19:17:43.000000+00:00\", \"2020-10-21 06:52:58.000000+00:00\"], \"session_ids\": [\"0174788e-6c5b-4bf0-b2d3-7d4e544a6496\", \"df7777a9-cae1-4dfa-9bc7-7db7b39dfa49\", \"6ea76ca4-d13d-46d6-a840-a970b92ff5fa\", \"99a4ac2f-f23d-4474-b217-b6d907d2e587\", \"c4b83555-bec7-42c1-8315-e2d3ba2d50a6\", \"5eb5ad80-4c32-4649-b837-9babf6a95387\", \"29903734-6551-47d2-ac73-c3e561ff0b08\", \"d0ddb189-2a30-48a5-9541-3e0467df0faf\"], \"total_duration\": 930.0, \"total_sessions\": 8, \"mean_week_duration\": 5.167}}]\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 3 users who have duration of sessions per week greater than 40 and less than 4 and in addition carry out sorting by time spent on the site form the lowest value to the highest value and in addition remain only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-01-17 15:34:28.000000+00:00\", \"2019-06-01 01:07:21.000000+00:00\", \"2022-06-17 21:40:29.000000+00:00\", \"2023-04-13 05:13:17.000000+00:00\", \"2020-04-27 08:32:48.000000+00:00\", \"2023-06-01 03:36:22.000000+00:00\", \"2020-11-14 14:47:34.000000+00:00\"], \"session_ids\": [\"2a73beaf-4f27-4ea2-98f2-cf5e452ad318\", \"da8cd6be-7c9d-454f-b033-7a42b243604c\", \"e5730fd3-4f89-4343-acf9-08d457b62002\", \"69e941a0-fc03-4d4a-8451-ab4272d1be8f\", \"38cb10d9-2397-472a-b72f-c45840910790\", \"e2381ee7-0852-4ccf-84d2-45e77870882c\", \"09f1340a-7175-4227-9fa2-4efdc544626c\"], \"total_duration\": 743.0, \"total_sessions\": 7, \"mean_week_duration\": 3.555}, \"69848\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-02 10:53:49.000000+00:00\", \"2019-10-10 02:59:49.000000+00:00\"], \"session_ids\": [\"f2edf7d4-2854-4803-9e9b-5194f9b61b28\", \"0de8c767-a837-453f-8ebc-8cea595aa3cf\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}, \"64025\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-09 21:37:23.000000+00:00\", \"2022-10-23 09:24:48.000000+00:00\"], \"session_ids\": [\"2af7ca58-8c75-4fec-a84f-05db866b185e\", \"fe4663ff-8203-487a-a54f-8e270ffa22eb\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.235}, \"53146\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-06 16:11:56.000000+00:00\", \"2023-02-14 18:56:25.000000+00:00\", \"2021-07-19 11:49:51.000000+00:00\", \"2021-05-28 04:15:18.000000+00:00\", \"2023-03-05 17:43:05.000000+00:00\"], \"session_ids\": [\"b88a4bff-57ba-4eed-95a9-0f9b9a8f370a\", \"b0dc8f08-0123-4fb8-8d8e-c23956af5647\", \"5f6e22a6-0e29-40ab-8368-d2b7b4dc426a\", \"02c07d41-7f3d-4854-9389-50ecc826a6b5\", \"832cec69-163c-4958-9937-be4b3de178b5\"], \"total_duration\": 2388.0, \"total_sessions\": 5, \"mean_week_duration\": 12.77}, \"71710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-05 13:51:27.000000+00:00\", \"2022-01-06 11:59:19.000000+00:00\"], \"session_ids\": [\"0537ebc7-8f52-4d1e-b47b-f6c70eaef0d2\", \"b62f6452-efec-430f-a1af-caaf29868bb8\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 4.45}, \"19541\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-02-11 05:34:00.000000+00:00\", \"2021-03-07 04:36:15.000000+00:00\", \"2019-11-20 12:09:56.000000+00:00\", \"2019-10-08 09:29:08.000000+00:00\", \"2020-05-19 17:13:25.000000+00:00\", \"2019-01-16 18:50:06.000000+00:00\"], \"session_ids\": [\"4b3e577c-beaa-4a90-b6c3-a1aa3685d5cb\", \"3dd045cd-50e1-47c0-a1ce-03fa8bd4eb33\", \"e88a1c96-b5dd-4bce-8372-268c2ca20d8a\", \"57a56e9e-174f-487f-b023-8e14801208ab\", \"3c027cf0-9994-4b5f-8f76-7196d8f2bf52\", \"eac32d29-337e-4bc1-b773-31b086c9db13\"], \"total_duration\": 832.0, \"total_sessions\": 6, \"mean_week_duration\": 7.429}, \"12948\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-17 12:00:20.000000+00:00\", \"2019-01-14 22:35:18.000000+00:00\"], \"session_ids\": [\"52881f57-269f-45fb-8c75-58435ab2d200\", \"6c638948-353e-4851-b1f9-f4928c6c54fb\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}, \"24109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-07 17:45:26.000000+00:00\", \"2020-06-21 21:21:52.000000+00:00\"], \"session_ids\": [\"5958aa2a-c91d-4fe9-9249-486e7136dd6a\", \"c60b56d6-3160-455d-9109-cd8e56a57a30\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 2.888}, \"20567\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-10 02:40:22.000000+00:00\", \"2019-02-27 08:12:40.000000+00:00\"], \"session_ids\": [\"acebbfcd-2822-4109-ac3b-a5da47e031f2\", \"24b30010-8a8c-41e6-9019-7fefae807a6a\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 6.559}, \"96888\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-06 00:38:00.000000+00:00\", \"2021-04-15 00:46:25.000000+00:00\", \"2021-08-25 08:46:57.000000+00:00\", \"2020-01-25 15:27:06.000000+00:00\", \"2021-11-30 19:23:53.000000+00:00\"], \"session_ids\": [\"0aaaa25c-9f59-40cf-a396-ffc0b97db0e3\", \"06babac8-077e-47d3-b2a6-95dc6dc52fa6\", \"7eb5f9c0-874f-49c2-ab33-9b6957de54f0\", \"645404c6-bb7d-409c-b3f2-bf73d19851ea\", \"3e7ed0d8-8276-48dd-8eb9-1ebd54770c39\"], \"total_duration\": 1613.0, \"total_sessions\": 5, \"mean_week_duration\": 16.629}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or less than 4 and are equal or greater than 40"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[4, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-01-17 15:34:28.000000+00:00\", \"2019-06-01 01:07:21.000000+00:00\", \"2022-06-17 21:40:29.000000+00:00\", \"2023-04-13 05:13:17.000000+00:00\", \"2020-04-27 08:32:48.000000+00:00\", \"2023-06-01 03:36:22.000000+00:00\", \"2020-11-14 14:47:34.000000+00:00\"], \"session_ids\": [\"2a73beaf-4f27-4ea2-98f2-cf5e452ad318\", \"da8cd6be-7c9d-454f-b033-7a42b243604c\", \"e5730fd3-4f89-4343-acf9-08d457b62002\", \"69e941a0-fc03-4d4a-8451-ab4272d1be8f\", \"38cb10d9-2397-472a-b72f-c45840910790\", \"e2381ee7-0852-4ccf-84d2-45e77870882c\", \"09f1340a-7175-4227-9fa2-4efdc544626c\"], \"total_duration\": 743.0, \"total_sessions\": 7, \"mean_week_duration\": 3.555}, \"69848\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-02 10:53:49.000000+00:00\", \"2019-10-10 02:59:49.000000+00:00\"], \"session_ids\": [\"f2edf7d4-2854-4803-9e9b-5194f9b61b28\", \"0de8c767-a837-453f-8ebc-8cea595aa3cf\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}, \"64025\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-09 21:37:23.000000+00:00\", \"2022-10-23 09:24:48.000000+00:00\"], \"session_ids\": [\"2af7ca58-8c75-4fec-a84f-05db866b185e\", \"fe4663ff-8203-487a-a54f-8e270ffa22eb\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.235}, \"12948\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-17 12:00:20.000000+00:00\", \"2019-01-14 22:35:18.000000+00:00\"], \"session_ids\": [\"52881f57-269f-45fb-8c75-58435ab2d200\", \"6c638948-353e-4851-b1f9-f4928c6c54fb\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}, \"24109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-07 17:45:26.000000+00:00\", \"2020-06-21 21:21:52.000000+00:00\"], \"session_ids\": [\"5958aa2a-c91d-4fe9-9249-486e7136dd6a\", \"c60b56d6-3160-455d-9109-cd8e56a57a30\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 2.888}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64025\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-09 21:37:23.000000+00:00\", \"2022-10-23 09:24:48.000000+00:00\"], \"session_ids\": [\"2af7ca58-8c75-4fec-a84f-05db866b185e\", \"fe4663ff-8203-487a-a54f-8e270ffa22eb\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.235}}, {\"69848\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-02 10:53:49.000000+00:00\", \"2019-10-10 02:59:49.000000+00:00\"], \"session_ids\": [\"f2edf7d4-2854-4803-9e9b-5194f9b61b28\", \"0de8c767-a837-453f-8ebc-8cea595aa3cf\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}}, {\"12948\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-17 12:00:20.000000+00:00\", \"2019-01-14 22:35:18.000000+00:00\"], \"session_ids\": [\"52881f57-269f-45fb-8c75-58435ab2d200\", \"6c638948-353e-4851-b1f9-f4928c6c54fb\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}}, {\"24109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-07 17:45:26.000000+00:00\", \"2020-06-21 21:21:52.000000+00:00\"], \"session_ids\": [\"5958aa2a-c91d-4fe9-9249-486e7136dd6a\", \"c60b56d6-3160-455d-9109-cd8e56a57a30\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 2.888}}, {\"87957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-01-17 15:34:28.000000+00:00\", \"2019-06-01 01:07:21.000000+00:00\", \"2022-06-17 21:40:29.000000+00:00\", \"2023-04-13 05:13:17.000000+00:00\", \"2020-04-27 08:32:48.000000+00:00\", \"2023-06-01 03:36:22.000000+00:00\", \"2020-11-14 14:47:34.000000+00:00\"], \"session_ids\": [\"2a73beaf-4f27-4ea2-98f2-cf5e452ad318\", \"da8cd6be-7c9d-454f-b033-7a42b243604c\", \"e5730fd3-4f89-4343-acf9-08d457b62002\", \"69e941a0-fc03-4d4a-8451-ab4272d1be8f\", \"38cb10d9-2397-472a-b72f-c45840910790\", \"e2381ee7-0852-4ccf-84d2-45e77870882c\", \"09f1340a-7175-4227-9fa2-4efdc544626c\"], \"total_duration\": 743.0, \"total_sessions\": 7, \"mean_week_duration\": 3.555}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64025\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-09 21:37:23.000000+00:00\", \"2022-10-23 09:24:48.000000+00:00\"], \"session_ids\": [\"2af7ca58-8c75-4fec-a84f-05db866b185e\", \"fe4663ff-8203-487a-a54f-8e270ffa22eb\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.235}}, {\"69848\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-02 10:53:49.000000+00:00\", \"2019-10-10 02:59:49.000000+00:00\"], \"session_ids\": [\"f2edf7d4-2854-4803-9e9b-5194f9b61b28\", \"0de8c767-a837-453f-8ebc-8cea595aa3cf\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}}]\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[{\"64025\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-09 21:37:23.000000+00:00\", \"2022-10-23 09:24:48.000000+00:00\"], \"session_ids\": [\"2af7ca58-8c75-4fec-a84f-05db866b185e\", \"fe4663ff-8203-487a-a54f-8e270ffa22eb\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.235}}, {\"69848\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-02 10:53:49.000000+00:00\", \"2019-10-10 02:59:49.000000+00:00\"], \"session_ids\": [\"f2edf7d4-2854-4803-9e9b-5194f9b61b28\", \"0de8c767-a837-453f-8ebc-8cea595aa3cf\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}}]\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 4 users with a time in app per week that is above 24 and below 34 additionaly apply sorting by site usage time per week in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29324\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-04 18:39:10.000000+00:00\", \"2019-01-08 23:47:50.000000+00:00\", \"2020-02-20 00:30:56.000000+00:00\", \"2019-12-12 19:34:10.000000+00:00\"], \"session_ids\": [\"9c111c30-5cf0-4c38-9079-838951ec9f14\", \"747cf501-e0a8-44b9-bb23-ebfb1b72853f\", \"ee57597d-5fb6-4498-a1a8-0a32fbc14c4d\", \"45196c4f-0d5a-494b-88b5-8c2060650561\"], \"total_duration\": 135.0, \"total_sessions\": 4, \"mean_week_duration\": 0.839}, \"95006\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-01-05 18:46:06.000000+00:00\", \"2022-10-21 12:17:58.000000+00:00\"], \"session_ids\": [\"d4fc7cfc-e555-4463-906c-8e6f7922386a\", \"bfe1683e-e397-452e-8e89-f87d18316be8\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.157}, \"39654\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-13 06:52:07.000000+00:00\", \"2020-07-25 15:55:02.000000+00:00\", \"2023-01-18 18:48:10.000000+00:00\", \"2022-10-27 05:24:08.000000+00:00\", \"2019-05-07 14:39:48.000000+00:00\", \"2020-07-01 20:49:37.000000+00:00\"], \"session_ids\": [\"dbe23489-195a-4134-bbc9-f07d0e840ed5\", \"4a103be3-a7d9-4c73-be33-fe7e2177eac2\", \"7edb1bee-942e-40d0-9e4f-998cd3748511\", \"380b72f8-9d98-4c6b-9539-3a516bc61f68\", \"9fe8ced3-3d0f-4ee5-b696-40fcba0a8227\", \"86568283-5158-451f-9f6a-9be3f9922d11\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"mean_week_duration\": 0.304}, \"45638\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-06 00:35:30.000000+00:00\", \"2020-11-20 00:39:48.000000+00:00\", \"2022-10-11 11:18:22.000000+00:00\", \"2021-02-20 11:26:50.000000+00:00\", \"2020-11-12 11:37:18.000000+00:00\"], \"session_ids\": [\"c364c9f6-1cb2-4edb-a133-445e8ed0824f\", \"7fb6e0ab-59b2-44f4-8066-6bf65b9e789a\", \"965e42d5-c08c-4e71-bad1-072c31262215\", \"597fa288-ad55-4733-920e-81078fa84bf6\", \"e0985cc8-c9ba-48c0-a32e-72ea90cac6ac\"], \"total_duration\": 129.0, \"total_sessions\": 5, \"mean_week_duration\": 1.29}, \"90340\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-06 18:48:10.000000+00:00\", \"2023-03-11 08:16:12.000000+00:00\", \"2019-11-08 07:37:15.000000+00:00\", \"2021-03-21 12:27:27.000000+00:00\", \"2021-05-27 11:43:40.000000+00:00\", \"2021-01-06 07:37:30.000000+00:00\", \"2021-12-24 00:16:56.000000+00:00\", \"2021-07-24 07:43:14.000000+00:00\", \"2019-03-16 01:20:24.000000+00:00\", \"2021-03-15 07:14:35.000000+00:00\"], \"session_ids\": [\"29966d85-d82f-4137-8664-d466508df23b\", \"3cb0d997-e2a2-45fa-aa29-3f454b2d4aaa\", \"5f25f643-e2c6-4058-b2af-94967950365e\", \"622c2d3e-322d-4e51-8db9-bec6cda1394d\", \"43044174-dd8e-4107-94bd-ac06ef8058f3\", \"a92c5356-5ced-4ac4-bd49-159557c35071\", \"6ee3fd11-cf08-4f2e-a739-2c1aebf0f467\", \"a489b2f3-3ef4-47ee-acfc-85819b31927e\", \"5d958c68-2cc5-4482-9c29-882fabacdd12\", \"757d8ea7-f424-40a3-af69-ac6b5b72d483\"], \"total_duration\": 26028.0, \"total_sessions\": 10, \"mean_week_duration\": 125.135}, \"28849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-06 17:34:49.000000+00:00\", \"2021-08-14 07:04:21.000000+00:00\", \"2021-09-01 20:14:40.000000+00:00\"], \"session_ids\": [\"a99912ae-d4f1-4506-a426-b1812156b63d\", \"61776d00-b13e-4248-a50d-2c9fc51f4b9a\", \"0ad7a613-d172-4636-a4d8-4390853c9ab2\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.837}, \"46027\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-27 15:39:05.000000+00:00\", \"2023-01-24 13:26:18.000000+00:00\", \"2023-03-24 03:43:26.000000+00:00\", \"2021-06-05 06:53:21.000000+00:00\", \"2021-03-04 21:10:32.000000+00:00\", \"2019-01-05 09:17:10.000000+00:00\", \"2019-08-13 04:47:45.000000+00:00\"], \"session_ids\": [\"60875a74-7d67-4f76-98ca-1df2122f6950\", \"a1cf0119-6fa2-4f31-9f34-df7b5621865b\", \"cedcdfd0-2d59-4556-8362-475f53bb4336\", \"039fdb8f-8c3e-43be-8b70-b211abdd5a5e\", \"5a3591ce-0c9a-44b9-90a7-94f0c98aac64\", \"6c51c0ad-671d-4ab3-bec5-5a58ac3c116b\", \"958d647f-13c7-42b1-9745-72c9e5835fed\"], \"total_duration\": 728.0, \"total_sessions\": 7, \"mean_week_duration\": 3.309}, \"14164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-18 03:33:53.000000+00:00\", \"2021-12-03 02:39:33.000000+00:00\"], \"session_ids\": [\"dfd91d49-34b0-4b9a-b40b-4bda5e0f34f2\", \"5905f4f1-81ca-4e6c-8ecd-f78eea7ff1ea\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 33.667}, \"88964\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-13 07:58:38.000000+00:00\", \"2020-10-18 09:01:51.000000+00:00\"], \"session_ids\": [\"58286025-2516-492d-85c8-a85799cfe8f5\", \"457a3163-32c7-4766-84c7-18705f94481c\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 2.011}, \"70999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-24 18:01:41.000000+00:00\", \"2022-02-07 23:32:39.000000+00:00\"], \"session_ids\": [\"a714f699-ab8b-4d55-93ed-16846c7717fa\", \"b8ac36ab-6e04-4461-8c11-de32965ee23e\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 2.862}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 24 and are equal or less than 34"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 34]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-18 03:33:53.000000+00:00\", \"2021-12-03 02:39:33.000000+00:00\"], \"session_ids\": [\"dfd91d49-34b0-4b9a-b40b-4bda5e0f34f2\", \"5905f4f1-81ca-4e6c-8ecd-f78eea7ff1ea\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 33.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by 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[{\"14164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-18 03:33:53.000000+00:00\", \"2021-12-03 02:39:33.000000+00:00\"], \"session_ids\": [\"dfd91d49-34b0-4b9a-b40b-4bda5e0f34f2\", \"5905f4f1-81ca-4e6c-8ecd-f78eea7ff1ea\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 33.667}}]\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[{\"14164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-18 03:33:53.000000+00:00\", \"2021-12-03 02:39:33.000000+00:00\"], \"session_ids\": [\"dfd91d49-34b0-4b9a-b40b-4bda5e0f34f2\", \"5905f4f1-81ca-4e6c-8ecd-f78eea7ff1ea\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 33.667}}]\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[{\"14164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-18 03:33:53.000000+00:00\", \"2021-12-03 02:39:33.000000+00:00\"], \"session_ids\": [\"dfd91d49-34b0-4b9a-b40b-4bda5e0f34f2\", \"5905f4f1-81ca-4e6c-8ecd-f78eea7ff1ea\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 33.667}}]\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 users who have sessions summation bigger than 5 as well as execute sorting by median of duration of sessions per week in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84876\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-05-23 05:44:27.000000+00:00\", \"2020-10-06 19:09:43.000000+00:00\", \"2022-02-01 02:21:34.000000+00:00\", \"2023-02-23 13:54:13.000000+00:00\", \"2020-06-21 20:09:45.000000+00:00\", \"2020-05-25 14:39:10.000000+00:00\", \"2019-06-16 23:05:56.000000+00:00\", \"2021-05-22 02:03:51.000000+00:00\", \"2019-06-01 02:05:40.000000+00:00\", \"2023-03-10 06:12:08.000000+00:00\", \"2023-04-10 05:12:00.000000+00:00\"], \"session_ids\": [\"792950e3-2857-4ae4-addb-b41d41120de8\", \"cf2ba546-16ee-44c2-a42c-7f88bd22b687\", \"d4560f7c-8327-4ae8-b192-946323136c4a\", \"23175483-5b1c-499c-a1db-45c1b6e53b4e\", \"5543f551-3cd8-49f5-9a72-dd3cba4c2a7a\", \"1aa80fc6-c205-4169-a5d5-bb1454fa8c9f\", \"797fb85b-bd48-46bc-aa40-0eaebacdabad\", \"e560882d-031a-4d91-97b8-1b6a6d8dbbc4\", \"f343aef7-02a3-4061-bd00-60336cd55427\", \"0052245f-b768-4ed1-99ef-87bdb4aab6ea\", \"7875c091-0fbd-41ed-8d07-a4b402e7ceed\"], \"total_duration\": 2568.0, \"total_sessions\": 11, \"mean_week_duration\": 12.713}, \"56393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-26 06:38:03.000000+00:00\", \"2019-12-17 16:43:07.000000+00:00\", \"2021-05-27 08:05:12.000000+00:00\"], \"session_ids\": [\"535d1ed6-414e-458c-b7f4-6dbca730a8d3\", \"6ee9f287-8543-4441-bc7e-af51592c6005\", \"5e8e4a31-4cdc-446c-bb15-09fb9ab018d9\"], \"total_duration\": 800.0, \"total_sessions\": 3, \"mean_week_duration\": 6.723}, \"47593\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-08-14 17:23:14.000000+00:00\", \"2021-10-28 20:58:39.000000+00:00\"], \"session_ids\": [\"bb452182-6588-499b-9362-eb1a45de7b9a\", \"659f9839-fef0-4283-819a-eb16fb722a9a\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 2.091}, \"40587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-13 16:29:34.000000+00:00\", \"2022-12-14 11:31:02.000000+00:00\", \"2022-12-03 08:14:29.000000+00:00\"], \"session_ids\": [\"6cea23fb-df8a-4a2d-b6a8-098e73b9a26c\", \"87f0ed3f-f0ea-4a67-a6be-8ff81626855f\", \"3f2be412-7e7f-40a6-9d77-4f3e58db28b1\"], \"total_duration\": 647.0, \"total_sessions\": 3, \"mean_week_duration\": 23.963}, \"94360\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-11 09:03:12.000000+00:00\", \"2019-10-24 17:32:16.000000+00:00\", \"2020-07-05 18:16:53.000000+00:00\", \"2019-08-31 06:39:55.000000+00:00\", \"2022-04-29 10:07:04.000000+00:00\", \"2022-02-19 06:06:52.000000+00:00\"], \"session_ids\": [\"2f8f8499-0512-4e3a-b138-74c753730d9a\", \"b1fc7a1b-f077-45d2-9206-7ce2fedd19a4\", \"043524d2-378d-4fc2-9166-f7b18ed8fd68\", \"2e546317-cdd3-4e36-93fd-28cefeb56695\", \"721a0585-f950-4add-a9fd-fbb7e9ca7e1c\", \"92cd0472-948a-497a-be51-e6c8b797b5e2\"], \"total_duration\": 751.0, \"total_sessions\": 6, \"mean_week_duration\": 5.403}, \"54673\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-12-21 11:34:34.000000+00:00\", \"2019-12-02 02:38:51.000000+00:00\", \"2021-03-19 08:39:05.000000+00:00\", \"2020-11-27 12:48:28.000000+00:00\"], \"session_ids\": [\"b74b8ba6-20f2-4895-8564-3d80233d322f\", \"ac563ce7-cb66-41ba-921e-2e5cf3340920\", \"aeb89ae3-f0e4-4662-9002-f745a131daff\", \"b8006443-c076-4710-890c-30f2b7522802\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.843}, \"79079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-10-20 06:07:19.000000+00:00\", \"2021-08-13 09:47:49.000000+00:00\"], \"session_ids\": [\"2e24cbca-ab81-4106-9376-c683e976e483\", \"6afa302f-7937-481a-9447-9a4dd9fdb1fd\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 45.7}, \"98573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-04-25 17:06:48.000000+00:00\", \"2022-01-31 17:26:33.000000+00:00\"], \"session_ids\": [\"7ca0c005-aad2-46de-8a6e-8f0e9e918d89\", \"a6dc0e2a-a74e-4195-8622-c20f14c0cf85\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 0.876}, \"85979\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-29 15:16:10.000000+00:00\", \"2020-08-21 13:24:30.000000+00:00\"], \"session_ids\": [\"bd0493b1-3bfc-4e1c-acd8-c171d0c09421\", \"6705e488-cbd6-4c89-a90b-8ef342c77fd9\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.774}, \"60936\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 10, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-23 02:55:34.000000+00:00\", \"2020-03-11 14:13:50.000000+00:00\"], \"session_ids\": [\"72de4627-46f7-4300-b226-f31afbae12d8\", \"e62ffa12-4a24-4067-b788-ce88520c4cc7\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 1.128}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[5, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84876\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-05-23 05:44:27.000000+00:00\", \"2020-10-06 19:09:43.000000+00:00\", \"2022-02-01 02:21:34.000000+00:00\", \"2023-02-23 13:54:13.000000+00:00\", \"2020-06-21 20:09:45.000000+00:00\", \"2020-05-25 14:39:10.000000+00:00\", \"2019-06-16 23:05:56.000000+00:00\", \"2021-05-22 02:03:51.000000+00:00\", \"2019-06-01 02:05:40.000000+00:00\", \"2023-03-10 06:12:08.000000+00:00\", \"2023-04-10 05:12:00.000000+00:00\"], \"session_ids\": [\"792950e3-2857-4ae4-addb-b41d41120de8\", \"cf2ba546-16ee-44c2-a42c-7f88bd22b687\", \"d4560f7c-8327-4ae8-b192-946323136c4a\", \"23175483-5b1c-499c-a1db-45c1b6e53b4e\", \"5543f551-3cd8-49f5-9a72-dd3cba4c2a7a\", \"1aa80fc6-c205-4169-a5d5-bb1454fa8c9f\", \"797fb85b-bd48-46bc-aa40-0eaebacdabad\", \"e560882d-031a-4d91-97b8-1b6a6d8dbbc4\", \"f343aef7-02a3-4061-bd00-60336cd55427\", \"0052245f-b768-4ed1-99ef-87bdb4aab6ea\", \"7875c091-0fbd-41ed-8d07-a4b402e7ceed\"], \"total_duration\": 2568.0, \"total_sessions\": 11, \"mean_week_duration\": 12.713}, \"94360\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-11 09:03:12.000000+00:00\", \"2019-10-24 17:32:16.000000+00:00\", \"2020-07-05 18:16:53.000000+00:00\", \"2019-08-31 06:39:55.000000+00:00\", \"2022-04-29 10:07:04.000000+00:00\", \"2022-02-19 06:06:52.000000+00:00\"], \"session_ids\": [\"2f8f8499-0512-4e3a-b138-74c753730d9a\", \"b1fc7a1b-f077-45d2-9206-7ce2fedd19a4\", \"043524d2-378d-4fc2-9166-f7b18ed8fd68\", \"2e546317-cdd3-4e36-93fd-28cefeb56695\", \"721a0585-f950-4add-a9fd-fbb7e9ca7e1c\", \"92cd0472-948a-497a-be51-e6c8b797b5e2\"], \"total_duration\": 751.0, \"total_sessions\": 6, \"mean_week_duration\": 5.403}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94360\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-11 09:03:12.000000+00:00\", \"2019-10-24 17:32:16.000000+00:00\", \"2020-07-05 18:16:53.000000+00:00\", \"2019-08-31 06:39:55.000000+00:00\", \"2022-04-29 10:07:04.000000+00:00\", \"2022-02-19 06:06:52.000000+00:00\"], \"session_ids\": [\"2f8f8499-0512-4e3a-b138-74c753730d9a\", \"b1fc7a1b-f077-45d2-9206-7ce2fedd19a4\", \"043524d2-378d-4fc2-9166-f7b18ed8fd68\", \"2e546317-cdd3-4e36-93fd-28cefeb56695\", \"721a0585-f950-4add-a9fd-fbb7e9ca7e1c\", \"92cd0472-948a-497a-be51-e6c8b797b5e2\"], \"total_duration\": 751.0, \"total_sessions\": 6, \"mean_week_duration\": 5.403}}, {\"84876\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-05-23 05:44:27.000000+00:00\", \"2020-10-06 19:09:43.000000+00:00\", \"2022-02-01 02:21:34.000000+00:00\", \"2023-02-23 13:54:13.000000+00:00\", \"2020-06-21 20:09:45.000000+00:00\", \"2020-05-25 14:39:10.000000+00:00\", \"2019-06-16 23:05:56.000000+00:00\", \"2021-05-22 02:03:51.000000+00:00\", \"2019-06-01 02:05:40.000000+00:00\", \"2023-03-10 06:12:08.000000+00:00\", \"2023-04-10 05:12:00.000000+00:00\"], \"session_ids\": [\"792950e3-2857-4ae4-addb-b41d41120de8\", \"cf2ba546-16ee-44c2-a42c-7f88bd22b687\", \"d4560f7c-8327-4ae8-b192-946323136c4a\", \"23175483-5b1c-499c-a1db-45c1b6e53b4e\", \"5543f551-3cd8-49f5-9a72-dd3cba4c2a7a\", \"1aa80fc6-c205-4169-a5d5-bb1454fa8c9f\", \"797fb85b-bd48-46bc-aa40-0eaebacdabad\", \"e560882d-031a-4d91-97b8-1b6a6d8dbbc4\", \"f343aef7-02a3-4061-bd00-60336cd55427\", \"0052245f-b768-4ed1-99ef-87bdb4aab6ea\", \"7875c091-0fbd-41ed-8d07-a4b402e7ceed\"], \"total_duration\": 2568.0, \"total_sessions\": 11, \"mean_week_duration\": 12.713}}]\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[{\"94360\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-11 09:03:12.000000+00:00\", \"2019-10-24 17:32:16.000000+00:00\", \"2020-07-05 18:16:53.000000+00:00\", \"2019-08-31 06:39:55.000000+00:00\", \"2022-04-29 10:07:04.000000+00:00\", \"2022-02-19 06:06:52.000000+00:00\"], \"session_ids\": [\"2f8f8499-0512-4e3a-b138-74c753730d9a\", \"b1fc7a1b-f077-45d2-9206-7ce2fedd19a4\", \"043524d2-378d-4fc2-9166-f7b18ed8fd68\", \"2e546317-cdd3-4e36-93fd-28cefeb56695\", \"721a0585-f950-4add-a9fd-fbb7e9ca7e1c\", \"92cd0472-948a-497a-be51-e6c8b797b5e2\"], \"total_duration\": 751.0, \"total_sessions\": 6, \"mean_week_duration\": 5.403}}, {\"84876\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-05-23 05:44:27.000000+00:00\", \"2020-10-06 19:09:43.000000+00:00\", \"2022-02-01 02:21:34.000000+00:00\", \"2023-02-23 13:54:13.000000+00:00\", \"2020-06-21 20:09:45.000000+00:00\", \"2020-05-25 14:39:10.000000+00:00\", \"2019-06-16 23:05:56.000000+00:00\", \"2021-05-22 02:03:51.000000+00:00\", \"2019-06-01 02:05:40.000000+00:00\", \"2023-03-10 06:12:08.000000+00:00\", \"2023-04-10 05:12:00.000000+00:00\"], \"session_ids\": [\"792950e3-2857-4ae4-addb-b41d41120de8\", \"cf2ba546-16ee-44c2-a42c-7f88bd22b687\", \"d4560f7c-8327-4ae8-b192-946323136c4a\", \"23175483-5b1c-499c-a1db-45c1b6e53b4e\", \"5543f551-3cd8-49f5-9a72-dd3cba4c2a7a\", \"1aa80fc6-c205-4169-a5d5-bb1454fa8c9f\", \"797fb85b-bd48-46bc-aa40-0eaebacdabad\", \"e560882d-031a-4d91-97b8-1b6a6d8dbbc4\", \"f343aef7-02a3-4061-bd00-60336cd55427\", \"0052245f-b768-4ed1-99ef-87bdb4aab6ea\", \"7875c091-0fbd-41ed-8d07-a4b402e7ceed\"], \"total_duration\": 2568.0, \"total_sessions\": 11, \"mean_week_duration\": 12.713}}]\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 2 users whose quantity of sessions is bigger than 7 and smaller than 2 (not including) as well as perform sorting by count of sessions descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"65788\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-31 14:35:58.000000+00:00\", \"2019-12-14 09:21:01.000000+00:00\"], \"session_ids\": [\"c2c2b132-9dfe-4df2-9860-344d1903a2b9\", \"b078daa6-6181-472d-bcdc-13e9570cc003\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 0.841}, \"89555\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-30 20:34:41.000000+00:00\", \"2021-06-02 18:30:44.000000+00:00\", \"2020-07-17 09:12:35.000000+00:00\"], \"session_ids\": [\"ee162e8d-652f-471e-a6ef-b89acfbb05d3\", \"f114bd6c-e7af-4566-9df0-bf8b21ca0344\", \"da436ea5-1a22-4f8c-8f3c-447eb77edd24\"], \"total_duration\": 734.0, \"total_sessions\": 3, \"mean_week_duration\": 6.117}, \"22368\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-02-24 20:47:16.000000+00:00\", \"2020-06-23 17:42:18.000000+00:00\", \"2021-10-16 12:40:19.000000+00:00\", \"2021-11-03 09:54:32.000000+00:00\"], \"session_ids\": [\"9f2ce01b-9c05-4766-b42a-c7c74fb86798\", \"2c4b9383-dfe8-4d37-9297-674c9003a013\", \"62b7330f-02fe-4fda-94fa-483e09396290\", \"439959c2-9403-4e2f-823a-bd062e34d58f\"], \"total_duration\": 908.0, \"total_sessions\": 4, \"mean_week_duration\": 6.486}, \"95880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-09-16 05:14:58.000000+00:00\", \"2021-11-17 22:20:31.000000+00:00\", \"2021-04-16 03:45:59.000000+00:00\", \"2020-10-22 15:38:48.000000+00:00\", \"2020-01-05 21:30:22.000000+00:00\", \"2023-04-02 12:43:01.000000+00:00\", \"2023-01-26 01:40:27.000000+00:00\", \"2020-12-24 01:29:34.000000+00:00\", \"2023-03-22 03:27:48.000000+00:00\", \"2021-08-30 18:01:09.000000+00:00\"], \"session_ids\": [\"f7c19d3a-e469-49c4-94c0-c18f8b354b76\", \"30c5286f-164a-4431-8473-eb8f9826c526\", \"4f9a25b4-f8ac-42c3-a517-6183c4a40439\", \"8d1a48d6-8d1a-4ce4-a375-73a8fbb6355e\", \"f2374b50-3cc6-40d3-8ae1-869c267552e5\", \"64b078cc-78f3-4341-bac3-da729852ca8f\", \"136fa9d5-c3d0-4c5f-b46d-60321e2f502f\", \"a85b3b69-e2e3-4032-bba5-f670d2087866\", \"28061fca-82ad-4ee5-aaee-609961ef9aa5\", \"c200bfe2-17b3-4bad-b213-0be16dce47e7\"], \"total_duration\": 8231.0, \"total_sessions\": 10, \"mean_week_duration\": 48.704}, \"21043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-07-27 00:40:39.000000+00:00\", \"2019-04-10 05:20:14.000000+00:00\", \"2020-01-11 12:22:38.000000+00:00\", \"2021-01-28 07:49:47.000000+00:00\", \"2023-04-18 04:05:34.000000+00:00\", \"2021-12-26 07:42:43.000000+00:00\"], \"session_ids\": [\"816f92d1-9529-4b7c-bf4b-9b1ca271dbeb\", \"d0cfbae6-07ac-42e5-9df0-23b02dcbba35\", \"77bfb064-bb30-459f-a82a-36b41e9d5e3c\", \"72b86b6f-9b8a-4102-abe7-0e21684ad3b6\", \"7333707a-3bde-445b-9f07-433f8a83247c\", \"61cb45de-d8e4-4947-a756-dc79fe7a080a\"], \"total_duration\": 1150.0, \"total_sessions\": 6, \"mean_week_duration\": 5.476}, \"54988\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-11 21:23:14.000000+00:00\", \"2023-06-23 00:39:42.000000+00:00\", \"2022-11-13 22:26:12.000000+00:00\", \"2020-06-15 05:42:46.000000+00:00\", \"2021-03-27 10:21:45.000000+00:00\", \"2019-04-04 03:46:14.000000+00:00\", \"2019-03-04 11:24:52.000000+00:00\", \"2023-01-18 19:05:29.000000+00:00\", \"2022-11-17 23:30:37.000000+00:00\", \"2019-09-21 18:46:15.000000+00:00\", \"2022-12-26 06:08:37.000000+00:00\"], \"session_ids\": [\"f400befb-5c61-4f50-b099-1c12b366b827\", \"1b5a0bd7-e6a5-46f4-88c1-ed5ebc3710fa\", \"9febf95c-81cc-479f-b393-9c18c56d6dcd\", \"3e1dcbd6-2c8e-431f-944d-0f3e7bb0f1b3\", \"510bb618-14b2-4c25-84dd-0a1628cc5eef\", \"2d369b18-d0eb-44a6-aafe-bd46f86ae04a\", \"bea17aa3-eb16-40b7-b403-7f9005b897aa\", \"28fcfd97-3a1f-4e75-93fe-811761a2d2b3\", \"4327590a-df85-46a7-907d-bc6d7d0da941\", \"ebfc88dc-89c2-41c1-b91e-98b9f0da8fcd\", \"477fc4f4-51a0-4112-93d0-ae0502c7ebcb\"], \"total_duration\": 7185.0, \"total_sessions\": 11, \"mean_week_duration\": 31.933}, \"78759\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-12-19 05:24:45.000000+00:00\", \"2020-10-22 09:23:41.000000+00:00\"], \"session_ids\": [\"7ead61c4-af56-4bd1-ab86-dc138055d345\", \"fa5a96f5-bad1-4e59-9a87-77a46dea9f38\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"76055\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-24 14:53:39.000000+00:00\", \"2020-10-28 10:15:41.000000+00:00\"], \"session_ids\": [\"e8621830-1a50-440b-a621-8e21f0cdaba4\", \"6a224714-4b63-4a33-9bb1-98ed961bab29\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}, \"81544\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-30 04:59:56.000000+00:00\", \"2021-04-16 11:30:07.000000+00:00\"], \"session_ids\": [\"f1716b6f-0ea0-47ec-b3f8-22aa6fc69b20\", \"5aec00e7-5b19-4dcd-b237-a4e5801ec22f\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}, \"12199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-09-24 20:23:40.000000+00:00\", \"2021-07-20 02:30:24.000000+00:00\", \"2020-12-03 13:00:33.000000+00:00\"], \"session_ids\": [\"3665bbba-a839-4692-bba3-b08cb1965bf9\", \"233a618b-ad04-4beb-ae74-1ba84607cb17\", \"c924bb48-ecd9-4873-9ca1-ac838246b3ca\"], \"total_duration\": 196.0, \"total_sessions\": 3, \"mean_week_duration\": 2.063}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 2 and are equal or greater 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{\"95880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-09-16 05:14:58.000000+00:00\", \"2021-11-17 22:20:31.000000+00:00\", \"2021-04-16 03:45:59.000000+00:00\", \"2020-10-22 15:38:48.000000+00:00\", \"2020-01-05 21:30:22.000000+00:00\", \"2023-04-02 12:43:01.000000+00:00\", \"2023-01-26 01:40:27.000000+00:00\", \"2020-12-24 01:29:34.000000+00:00\", \"2023-03-22 03:27:48.000000+00:00\", \"2021-08-30 18:01:09.000000+00:00\"], \"session_ids\": [\"f7c19d3a-e469-49c4-94c0-c18f8b354b76\", \"30c5286f-164a-4431-8473-eb8f9826c526\", \"4f9a25b4-f8ac-42c3-a517-6183c4a40439\", \"8d1a48d6-8d1a-4ce4-a375-73a8fbb6355e\", \"f2374b50-3cc6-40d3-8ae1-869c267552e5\", \"64b078cc-78f3-4341-bac3-da729852ca8f\", \"136fa9d5-c3d0-4c5f-b46d-60321e2f502f\", \"a85b3b69-e2e3-4032-bba5-f670d2087866\", \"28061fca-82ad-4ee5-aaee-609961ef9aa5\", \"c200bfe2-17b3-4bad-b213-0be16dce47e7\"], \"total_duration\": 8231.0, \"total_sessions\": 10, \"mean_week_duration\": 48.704}, \"54988\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-11 21:23:14.000000+00:00\", \"2023-06-23 00:39:42.000000+00:00\", \"2022-11-13 22:26:12.000000+00:00\", \"2020-06-15 05:42:46.000000+00:00\", \"2021-03-27 10:21:45.000000+00:00\", \"2019-04-04 03:46:14.000000+00:00\", \"2019-03-04 11:24:52.000000+00:00\", \"2023-01-18 19:05:29.000000+00:00\", \"2022-11-17 23:30:37.000000+00:00\", \"2019-09-21 18:46:15.000000+00:00\", \"2022-12-26 06:08:37.000000+00:00\"], \"session_ids\": [\"f400befb-5c61-4f50-b099-1c12b366b827\", \"1b5a0bd7-e6a5-46f4-88c1-ed5ebc3710fa\", \"9febf95c-81cc-479f-b393-9c18c56d6dcd\", \"3e1dcbd6-2c8e-431f-944d-0f3e7bb0f1b3\", \"510bb618-14b2-4c25-84dd-0a1628cc5eef\", \"2d369b18-d0eb-44a6-aafe-bd46f86ae04a\", \"bea17aa3-eb16-40b7-b403-7f9005b897aa\", \"28fcfd97-3a1f-4e75-93fe-811761a2d2b3\", \"4327590a-df85-46a7-907d-bc6d7d0da941\", \"ebfc88dc-89c2-41c1-b91e-98b9f0da8fcd\", \"477fc4f4-51a0-4112-93d0-ae0502c7ebcb\"], \"total_duration\": 7185.0, \"total_sessions\": 11, \"mean_week_duration\": 31.933}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54988\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-11 21:23:14.000000+00:00\", \"2023-06-23 00:39:42.000000+00:00\", \"2022-11-13 22:26:12.000000+00:00\", \"2020-06-15 05:42:46.000000+00:00\", \"2021-03-27 10:21:45.000000+00:00\", \"2019-04-04 03:46:14.000000+00:00\", \"2019-03-04 11:24:52.000000+00:00\", \"2023-01-18 19:05:29.000000+00:00\", \"2022-11-17 23:30:37.000000+00:00\", \"2019-09-21 18:46:15.000000+00:00\", \"2022-12-26 06:08:37.000000+00:00\"], \"session_ids\": [\"f400befb-5c61-4f50-b099-1c12b366b827\", \"1b5a0bd7-e6a5-46f4-88c1-ed5ebc3710fa\", \"9febf95c-81cc-479f-b393-9c18c56d6dcd\", \"3e1dcbd6-2c8e-431f-944d-0f3e7bb0f1b3\", \"510bb618-14b2-4c25-84dd-0a1628cc5eef\", \"2d369b18-d0eb-44a6-aafe-bd46f86ae04a\", \"bea17aa3-eb16-40b7-b403-7f9005b897aa\", \"28fcfd97-3a1f-4e75-93fe-811761a2d2b3\", \"4327590a-df85-46a7-907d-bc6d7d0da941\", \"ebfc88dc-89c2-41c1-b91e-98b9f0da8fcd\", \"477fc4f4-51a0-4112-93d0-ae0502c7ebcb\"], \"total_duration\": 7185.0, \"total_sessions\": 11, \"mean_week_duration\": 31.933}}, {\"95880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-09-16 05:14:58.000000+00:00\", \"2021-11-17 22:20:31.000000+00:00\", \"2021-04-16 03:45:59.000000+00:00\", \"2020-10-22 15:38:48.000000+00:00\", \"2020-01-05 21:30:22.000000+00:00\", \"2023-04-02 12:43:01.000000+00:00\", \"2023-01-26 01:40:27.000000+00:00\", \"2020-12-24 01:29:34.000000+00:00\", \"2023-03-22 03:27:48.000000+00:00\", \"2021-08-30 18:01:09.000000+00:00\"], \"session_ids\": [\"f7c19d3a-e469-49c4-94c0-c18f8b354b76\", \"30c5286f-164a-4431-8473-eb8f9826c526\", \"4f9a25b4-f8ac-42c3-a517-6183c4a40439\", \"8d1a48d6-8d1a-4ce4-a375-73a8fbb6355e\", \"f2374b50-3cc6-40d3-8ae1-869c267552e5\", \"64b078cc-78f3-4341-bac3-da729852ca8f\", \"136fa9d5-c3d0-4c5f-b46d-60321e2f502f\", \"a85b3b69-e2e3-4032-bba5-f670d2087866\", \"28061fca-82ad-4ee5-aaee-609961ef9aa5\", \"c200bfe2-17b3-4bad-b213-0be16dce47e7\"], \"total_duration\": 8231.0, \"total_sessions\": 10, \"mean_week_duration\": 48.704}}]\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[{\"54988\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-11 21:23:14.000000+00:00\", \"2023-06-23 00:39:42.000000+00:00\", \"2022-11-13 22:26:12.000000+00:00\", \"2020-06-15 05:42:46.000000+00:00\", \"2021-03-27 10:21:45.000000+00:00\", \"2019-04-04 03:46:14.000000+00:00\", \"2019-03-04 11:24:52.000000+00:00\", \"2023-01-18 19:05:29.000000+00:00\", \"2022-11-17 23:30:37.000000+00:00\", \"2019-09-21 18:46:15.000000+00:00\", \"2022-12-26 06:08:37.000000+00:00\"], \"session_ids\": [\"f400befb-5c61-4f50-b099-1c12b366b827\", \"1b5a0bd7-e6a5-46f4-88c1-ed5ebc3710fa\", \"9febf95c-81cc-479f-b393-9c18c56d6dcd\", \"3e1dcbd6-2c8e-431f-944d-0f3e7bb0f1b3\", \"510bb618-14b2-4c25-84dd-0a1628cc5eef\", \"2d369b18-d0eb-44a6-aafe-bd46f86ae04a\", \"bea17aa3-eb16-40b7-b403-7f9005b897aa\", \"28fcfd97-3a1f-4e75-93fe-811761a2d2b3\", \"4327590a-df85-46a7-907d-bc6d7d0da941\", \"ebfc88dc-89c2-41c1-b91e-98b9f0da8fcd\", \"477fc4f4-51a0-4112-93d0-ae0502c7ebcb\"], \"total_duration\": 7185.0, \"total_sessions\": 11, \"mean_week_duration\": 31.933}}, {\"95880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-09-16 05:14:58.000000+00:00\", \"2021-11-17 22:20:31.000000+00:00\", \"2021-04-16 03:45:59.000000+00:00\", \"2020-10-22 15:38:48.000000+00:00\", \"2020-01-05 21:30:22.000000+00:00\", \"2023-04-02 12:43:01.000000+00:00\", \"2023-01-26 01:40:27.000000+00:00\", \"2020-12-24 01:29:34.000000+00:00\", \"2023-03-22 03:27:48.000000+00:00\", \"2021-08-30 18:01:09.000000+00:00\"], \"session_ids\": [\"f7c19d3a-e469-49c4-94c0-c18f8b354b76\", \"30c5286f-164a-4431-8473-eb8f9826c526\", \"4f9a25b4-f8ac-42c3-a517-6183c4a40439\", \"8d1a48d6-8d1a-4ce4-a375-73a8fbb6355e\", \"f2374b50-3cc6-40d3-8ae1-869c267552e5\", \"64b078cc-78f3-4341-bac3-da729852ca8f\", \"136fa9d5-c3d0-4c5f-b46d-60321e2f502f\", \"a85b3b69-e2e3-4032-bba5-f670d2087866\", \"28061fca-82ad-4ee5-aaee-609961ef9aa5\", \"c200bfe2-17b3-4bad-b213-0be16dce47e7\"], \"total_duration\": 8231.0, \"total_sessions\": 10, \"mean_week_duration\": 48.704}}]\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[{\"54988\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-11 21:23:14.000000+00:00\", \"2023-06-23 00:39:42.000000+00:00\", \"2022-11-13 22:26:12.000000+00:00\", \"2020-06-15 05:42:46.000000+00:00\", \"2021-03-27 10:21:45.000000+00:00\", \"2019-04-04 03:46:14.000000+00:00\", \"2019-03-04 11:24:52.000000+00:00\", \"2023-01-18 19:05:29.000000+00:00\", \"2022-11-17 23:30:37.000000+00:00\", \"2019-09-21 18:46:15.000000+00:00\", \"2022-12-26 06:08:37.000000+00:00\"], \"session_ids\": [\"f400befb-5c61-4f50-b099-1c12b366b827\", \"1b5a0bd7-e6a5-46f4-88c1-ed5ebc3710fa\", \"9febf95c-81cc-479f-b393-9c18c56d6dcd\", \"3e1dcbd6-2c8e-431f-944d-0f3e7bb0f1b3\", \"510bb618-14b2-4c25-84dd-0a1628cc5eef\", \"2d369b18-d0eb-44a6-aafe-bd46f86ae04a\", \"bea17aa3-eb16-40b7-b403-7f9005b897aa\", \"28fcfd97-3a1f-4e75-93fe-811761a2d2b3\", \"4327590a-df85-46a7-907d-bc6d7d0da941\", \"ebfc88dc-89c2-41c1-b91e-98b9f0da8fcd\", \"477fc4f4-51a0-4112-93d0-ae0502c7ebcb\"], \"total_duration\": 7185.0, \"total_sessions\": 11, \"mean_week_duration\": 31.933}}, {\"95880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-09-16 05:14:58.000000+00:00\", \"2021-11-17 22:20:31.000000+00:00\", \"2021-04-16 03:45:59.000000+00:00\", \"2020-10-22 15:38:48.000000+00:00\", \"2020-01-05 21:30:22.000000+00:00\", \"2023-04-02 12:43:01.000000+00:00\", \"2023-01-26 01:40:27.000000+00:00\", \"2020-12-24 01:29:34.000000+00:00\", \"2023-03-22 03:27:48.000000+00:00\", \"2021-08-30 18:01:09.000000+00:00\"], \"session_ids\": [\"f7c19d3a-e469-49c4-94c0-c18f8b354b76\", \"30c5286f-164a-4431-8473-eb8f9826c526\", \"4f9a25b4-f8ac-42c3-a517-6183c4a40439\", \"8d1a48d6-8d1a-4ce4-a375-73a8fbb6355e\", \"f2374b50-3cc6-40d3-8ae1-869c267552e5\", \"64b078cc-78f3-4341-bac3-da729852ca8f\", \"136fa9d5-c3d0-4c5f-b46d-60321e2f502f\", \"a85b3b69-e2e3-4032-bba5-f670d2087866\", \"28061fca-82ad-4ee5-aaee-609961ef9aa5\", \"c200bfe2-17b3-4bad-b213-0be16dce47e7\"], \"total_duration\": 8231.0, \"total_sessions\": 10, \"mean_week_duration\": 48.704}}]\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 3 users whose total time using the app is less than 1857 (not including) and strictly greater than 3368 + do sorting by town naming desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1233\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-20 08:17:05.000000+00:00\", \"2022-06-18 14:29:41.000000+00:00\"], \"session_ids\": [\"51b6a81b-37dd-433e-9401-db0c6cdc83fc\", \"e5ef382c-4ab5-4a41-a0e7-c01783721cd5\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.21}, \"32084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-31 00:51:08.000000+00:00\", \"2023-04-08 06:04:52.000000+00:00\", \"2023-01-09 00:33:32.000000+00:00\", \"2019-06-22 10:56:16.000000+00:00\", \"2021-07-20 01:22:29.000000+00:00\"], \"session_ids\": [\"f1057e9d-282b-4d70-99a5-d953ecd08438\", \"53c89794-53eb-45c5-be62-f79ce0d804c1\", \"a18f2218-6cb3-4777-a666-63c2ae965a55\", \"38528d22-e792-4754-94e0-a41e0473468a\", \"e1f6a0b3-4d11-4e31-a8b0-e13b243f9506\"], \"total_duration\": 48.0, \"total_sessions\": 5, \"mean_week_duration\": 0.233}, \"81753\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-01-30 20:00:48.000000+00:00\", \"2022-09-28 05:22:38.000000+00:00\"], \"session_ids\": [\"736b765a-6c9e-48ca-81dd-6099613d5ab4\", \"c2bf132d-fd4a-4a5c-8407-bc85f81915a9\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 0.869}, \"56111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-12 22:09:52.000000+00:00\", \"2022-04-18 01:08:26.000000+00:00\"], \"session_ids\": [\"161e1d53-f2dc-42d8-98e5-255504f50984\", \"6d4d9e33-388c-4a86-b93f-0efb7d90e969\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 2.39}, \"30657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-27 17:46:58.000000+00:00\", \"2020-04-11 11:16:45.000000+00:00\", \"2022-05-14 04:46:21.000000+00:00\", \"2019-12-23 15:38:26.000000+00:00\"], \"session_ids\": [\"b55ca2b0-a240-4b74-9cdb-cc4c798204a6\", \"513f5935-cd01-49de-bfda-7cc9ded475cf\", \"f168ba7c-70ac-46d4-a805-e38223c1aa75\", \"e0a14834-a632-4795-922b-e221b155ef35\"], \"total_duration\": 137.0, \"total_sessions\": 4, \"mean_week_duration\": 1.096}, \"7203\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-20 23:16:38.000000+00:00\", \"2020-07-10 11:14:33.000000+00:00\"], \"session_ids\": [\"69f02086-c5d8-4d08-8ad4-6252659ae457\", \"061fd3b2-d82e-4468-998a-60e1cbd57f9c\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 6.948}, \"99495\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-26 03:42:14.000000+00:00\", \"2022-05-20 21:36:54.000000+00:00\", \"2020-11-14 06:01:54.000000+00:00\"], \"session_ids\": [\"3d24cb16-fae2-4876-96f1-ecc238d66c71\", \"1ab08d14-7c8d-4b67-9002-6d6f3034f48d\", \"5116558d-f0f7-4631-b6a9-e4d5a9880eb4\"], \"total_duration\": 438.0, \"total_sessions\": 3, \"mean_week_duration\": 3.62}, \"68670\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-02 23:20:38.000000+00:00\", \"2021-06-14 14:29:18.000000+00:00\"], \"session_ids\": [\"c0575860-269e-4640-9164-5bf592e50fb5\", \"4200e679-89eb-4e76-afc0-cdc99be7b386\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 7.757}, \"3792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-01 11:11:30.000000+00:00\", \"2020-10-21 22:07:15.000000+00:00\", \"2022-10-17 15:23:17.000000+00:00\", \"2023-05-11 05:09:52.000000+00:00\", \"2022-01-17 00:09:05.000000+00:00\", \"2020-01-14 04:44:46.000000+00:00\", \"2019-04-04 18:32:09.000000+00:00\"], \"session_ids\": [\"6dad009a-136c-47f2-ae0c-fd9b779e667c\", \"54232ab4-cc24-4ecf-a5e7-b5b89a99e8d6\", \"1503e5f1-730c-47e1-bd90-cc72f50872f9\", \"7f33316a-ac6a-4b8e-9f84-2d58f4a7d70a\", \"d68d11f6-5486-4ea0-9275-0ba7f816be8a\", \"2662be18-659a-485c-8efa-55bb74646fac\", \"644176ef-5bdd-4c73-b354-49c941c184be\"], \"total_duration\": 1281.0, \"total_sessions\": 7, \"mean_week_duration\": 5.986}, \"31738\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-03-28 21:17:54.000000+00:00\", \"2022-08-01 03:53:03.000000+00:00\", \"2019-10-01 01:56:18.000000+00:00\"], \"session_ids\": [\"d45092d2-f36e-4a32-aee3-e29b848e6062\", \"c3864eeb-0ab6-4007-aef0-17a8a12fad16\", \"0429c9fa-078e-453e-913d-4cd14500b16d\"], \"total_duration\": 62.0, \"total_sessions\": 3, \"mean_week_duration\": 0.419}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 1857 and are greater than 3368"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[1857, 3368]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1233\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-20 08:17:05.000000+00:00\", \"2022-06-18 14:29:41.000000+00:00\"], \"session_ids\": [\"51b6a81b-37dd-433e-9401-db0c6cdc83fc\", \"e5ef382c-4ab5-4a41-a0e7-c01783721cd5\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.21}, \"32084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-31 00:51:08.000000+00:00\", \"2023-04-08 06:04:52.000000+00:00\", \"2023-01-09 00:33:32.000000+00:00\", \"2019-06-22 10:56:16.000000+00:00\", \"2021-07-20 01:22:29.000000+00:00\"], \"session_ids\": [\"f1057e9d-282b-4d70-99a5-d953ecd08438\", \"53c89794-53eb-45c5-be62-f79ce0d804c1\", \"a18f2218-6cb3-4777-a666-63c2ae965a55\", \"38528d22-e792-4754-94e0-a41e0473468a\", \"e1f6a0b3-4d11-4e31-a8b0-e13b243f9506\"], \"total_duration\": 48.0, \"total_sessions\": 5, \"mean_week_duration\": 0.233}, \"81753\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-01-30 20:00:48.000000+00:00\", \"2022-09-28 05:22:38.000000+00:00\"], \"session_ids\": [\"736b765a-6c9e-48ca-81dd-6099613d5ab4\", \"c2bf132d-fd4a-4a5c-8407-bc85f81915a9\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 0.869}, \"56111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-12 22:09:52.000000+00:00\", \"2022-04-18 01:08:26.000000+00:00\"], \"session_ids\": [\"161e1d53-f2dc-42d8-98e5-255504f50984\", \"6d4d9e33-388c-4a86-b93f-0efb7d90e969\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 2.39}, \"30657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-27 17:46:58.000000+00:00\", \"2020-04-11 11:16:45.000000+00:00\", \"2022-05-14 04:46:21.000000+00:00\", \"2019-12-23 15:38:26.000000+00:00\"], \"session_ids\": [\"b55ca2b0-a240-4b74-9cdb-cc4c798204a6\", \"513f5935-cd01-49de-bfda-7cc9ded475cf\", \"f168ba7c-70ac-46d4-a805-e38223c1aa75\", \"e0a14834-a632-4795-922b-e221b155ef35\"], \"total_duration\": 137.0, \"total_sessions\": 4, \"mean_week_duration\": 1.096}, \"7203\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-20 23:16:38.000000+00:00\", \"2020-07-10 11:14:33.000000+00:00\"], \"session_ids\": [\"69f02086-c5d8-4d08-8ad4-6252659ae457\", \"061fd3b2-d82e-4468-998a-60e1cbd57f9c\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 6.948}, \"99495\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-26 03:42:14.000000+00:00\", \"2022-05-20 21:36:54.000000+00:00\", \"2020-11-14 06:01:54.000000+00:00\"], \"session_ids\": [\"3d24cb16-fae2-4876-96f1-ecc238d66c71\", \"1ab08d14-7c8d-4b67-9002-6d6f3034f48d\", \"5116558d-f0f7-4631-b6a9-e4d5a9880eb4\"], \"total_duration\": 438.0, \"total_sessions\": 3, \"mean_week_duration\": 3.62}, \"68670\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-02 23:20:38.000000+00:00\", \"2021-06-14 14:29:18.000000+00:00\"], \"session_ids\": [\"c0575860-269e-4640-9164-5bf592e50fb5\", \"4200e679-89eb-4e76-afc0-cdc99be7b386\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 7.757}, \"3792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-01 11:11:30.000000+00:00\", \"2020-10-21 22:07:15.000000+00:00\", \"2022-10-17 15:23:17.000000+00:00\", \"2023-05-11 05:09:52.000000+00:00\", \"2022-01-17 00:09:05.000000+00:00\", \"2020-01-14 04:44:46.000000+00:00\", \"2019-04-04 18:32:09.000000+00:00\"], \"session_ids\": [\"6dad009a-136c-47f2-ae0c-fd9b779e667c\", \"54232ab4-cc24-4ecf-a5e7-b5b89a99e8d6\", \"1503e5f1-730c-47e1-bd90-cc72f50872f9\", \"7f33316a-ac6a-4b8e-9f84-2d58f4a7d70a\", \"d68d11f6-5486-4ea0-9275-0ba7f816be8a\", \"2662be18-659a-485c-8efa-55bb74646fac\", \"644176ef-5bdd-4c73-b354-49c941c184be\"], \"total_duration\": 1281.0, \"total_sessions\": 7, \"mean_week_duration\": 5.986}, \"31738\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-03-28 21:17:54.000000+00:00\", \"2022-08-01 03:53:03.000000+00:00\", \"2019-10-01 01:56:18.000000+00:00\"], \"session_ids\": [\"d45092d2-f36e-4a32-aee3-e29b848e6062\", \"c3864eeb-0ab6-4007-aef0-17a8a12fad16\", \"0429c9fa-078e-453e-913d-4cd14500b16d\"], \"total_duration\": 62.0, \"total_sessions\": 3, \"mean_week_duration\": 0.419}}\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[{\"1233\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-20 08:17:05.000000+00:00\", \"2022-06-18 14:29:41.000000+00:00\"], \"session_ids\": [\"51b6a81b-37dd-433e-9401-db0c6cdc83fc\", \"e5ef382c-4ab5-4a41-a0e7-c01783721cd5\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.21}}, {\"30657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-27 17:46:58.000000+00:00\", \"2020-04-11 11:16:45.000000+00:00\", \"2022-05-14 04:46:21.000000+00:00\", \"2019-12-23 15:38:26.000000+00:00\"], \"session_ids\": [\"b55ca2b0-a240-4b74-9cdb-cc4c798204a6\", \"513f5935-cd01-49de-bfda-7cc9ded475cf\", \"f168ba7c-70ac-46d4-a805-e38223c1aa75\", \"e0a14834-a632-4795-922b-e221b155ef35\"], \"total_duration\": 137.0, \"total_sessions\": 4, \"mean_week_duration\": 1.096}}, {\"32084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-31 00:51:08.000000+00:00\", \"2023-04-08 06:04:52.000000+00:00\", \"2023-01-09 00:33:32.000000+00:00\", \"2019-06-22 10:56:16.000000+00:00\", \"2021-07-20 01:22:29.000000+00:00\"], \"session_ids\": [\"f1057e9d-282b-4d70-99a5-d953ecd08438\", \"53c89794-53eb-45c5-be62-f79ce0d804c1\", \"a18f2218-6cb3-4777-a666-63c2ae965a55\", \"38528d22-e792-4754-94e0-a41e0473468a\", \"e1f6a0b3-4d11-4e31-a8b0-e13b243f9506\"], \"total_duration\": 48.0, \"total_sessions\": 5, \"mean_week_duration\": 0.233}}, {\"3792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-01 11:11:30.000000+00:00\", \"2020-10-21 22:07:15.000000+00:00\", \"2022-10-17 15:23:17.000000+00:00\", \"2023-05-11 05:09:52.000000+00:00\", \"2022-01-17 00:09:05.000000+00:00\", \"2020-01-14 04:44:46.000000+00:00\", \"2019-04-04 18:32:09.000000+00:00\"], \"session_ids\": [\"6dad009a-136c-47f2-ae0c-fd9b779e667c\", \"54232ab4-cc24-4ecf-a5e7-b5b89a99e8d6\", \"1503e5f1-730c-47e1-bd90-cc72f50872f9\", \"7f33316a-ac6a-4b8e-9f84-2d58f4a7d70a\", \"d68d11f6-5486-4ea0-9275-0ba7f816be8a\", \"2662be18-659a-485c-8efa-55bb74646fac\", \"644176ef-5bdd-4c73-b354-49c941c184be\"], \"total_duration\": 1281.0, \"total_sessions\": 7, \"mean_week_duration\": 5.986}}, {\"68670\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-02 23:20:38.000000+00:00\", \"2021-06-14 14:29:18.000000+00:00\"], \"session_ids\": [\"c0575860-269e-4640-9164-5bf592e50fb5\", \"4200e679-89eb-4e76-afc0-cdc99be7b386\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 7.757}}, {\"99495\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-26 03:42:14.000000+00:00\", \"2022-05-20 21:36:54.000000+00:00\", \"2020-11-14 06:01:54.000000+00:00\"], \"session_ids\": [\"3d24cb16-fae2-4876-96f1-ecc238d66c71\", \"1ab08d14-7c8d-4b67-9002-6d6f3034f48d\", \"5116558d-f0f7-4631-b6a9-e4d5a9880eb4\"], \"total_duration\": 438.0, \"total_sessions\": 3, \"mean_week_duration\": 3.62}}, {\"31738\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-03-28 21:17:54.000000+00:00\", \"2022-08-01 03:53:03.000000+00:00\", \"2019-10-01 01:56:18.000000+00:00\"], \"session_ids\": [\"d45092d2-f36e-4a32-aee3-e29b848e6062\", \"c3864eeb-0ab6-4007-aef0-17a8a12fad16\", \"0429c9fa-078e-453e-913d-4cd14500b16d\"], \"total_duration\": 62.0, \"total_sessions\": 3, \"mean_week_duration\": 0.419}}, {\"56111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-12 22:09:52.000000+00:00\", \"2022-04-18 01:08:26.000000+00:00\"], \"session_ids\": [\"161e1d53-f2dc-42d8-98e5-255504f50984\", \"6d4d9e33-388c-4a86-b93f-0efb7d90e969\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 2.39}}, {\"7203\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-20 23:16:38.000000+00:00\", \"2020-07-10 11:14:33.000000+00:00\"], \"session_ids\": [\"69f02086-c5d8-4d08-8ad4-6252659ae457\", \"061fd3b2-d82e-4468-998a-60e1cbd57f9c\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 6.948}}, {\"81753\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-01-30 20:00:48.000000+00:00\", \"2022-09-28 05:22:38.000000+00:00\"], \"session_ids\": [\"736b765a-6c9e-48ca-81dd-6099613d5ab4\", \"c2bf132d-fd4a-4a5c-8407-bc85f81915a9\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 0.869}}]\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[{\"1233\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-20 08:17:05.000000+00:00\", \"2022-06-18 14:29:41.000000+00:00\"], \"session_ids\": [\"51b6a81b-37dd-433e-9401-db0c6cdc83fc\", \"e5ef382c-4ab5-4a41-a0e7-c01783721cd5\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.21}}, {\"30657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-27 17:46:58.000000+00:00\", \"2020-04-11 11:16:45.000000+00:00\", \"2022-05-14 04:46:21.000000+00:00\", \"2019-12-23 15:38:26.000000+00:00\"], \"session_ids\": [\"b55ca2b0-a240-4b74-9cdb-cc4c798204a6\", \"513f5935-cd01-49de-bfda-7cc9ded475cf\", \"f168ba7c-70ac-46d4-a805-e38223c1aa75\", \"e0a14834-a632-4795-922b-e221b155ef35\"], \"total_duration\": 137.0, \"total_sessions\": 4, \"mean_week_duration\": 1.096}}, {\"32084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-31 00:51:08.000000+00:00\", \"2023-04-08 06:04:52.000000+00:00\", \"2023-01-09 00:33:32.000000+00:00\", \"2019-06-22 10:56:16.000000+00:00\", \"2021-07-20 01:22:29.000000+00:00\"], \"session_ids\": [\"f1057e9d-282b-4d70-99a5-d953ecd08438\", \"53c89794-53eb-45c5-be62-f79ce0d804c1\", \"a18f2218-6cb3-4777-a666-63c2ae965a55\", \"38528d22-e792-4754-94e0-a41e0473468a\", \"e1f6a0b3-4d11-4e31-a8b0-e13b243f9506\"], \"total_duration\": 48.0, \"total_sessions\": 5, \"mean_week_duration\": 0.233}}]\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[{\"1233\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-20 08:17:05.000000+00:00\", \"2022-06-18 14:29:41.000000+00:00\"], \"session_ids\": [\"51b6a81b-37dd-433e-9401-db0c6cdc83fc\", \"e5ef382c-4ab5-4a41-a0e7-c01783721cd5\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.21}}, {\"30657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-27 17:46:58.000000+00:00\", \"2020-04-11 11:16:45.000000+00:00\", \"2022-05-14 04:46:21.000000+00:00\", \"2019-12-23 15:38:26.000000+00:00\"], \"session_ids\": [\"b55ca2b0-a240-4b74-9cdb-cc4c798204a6\", \"513f5935-cd01-49de-bfda-7cc9ded475cf\", \"f168ba7c-70ac-46d4-a805-e38223c1aa75\", \"e0a14834-a632-4795-922b-e221b155ef35\"], \"total_duration\": 137.0, \"total_sessions\": 4, \"mean_week_duration\": 1.096}}, {\"32084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-31 00:51:08.000000+00:00\", \"2023-04-08 06:04:52.000000+00:00\", \"2023-01-09 00:33:32.000000+00:00\", \"2019-06-22 10:56:16.000000+00:00\", \"2021-07-20 01:22:29.000000+00:00\"], \"session_ids\": [\"f1057e9d-282b-4d70-99a5-d953ecd08438\", \"53c89794-53eb-45c5-be62-f79ce0d804c1\", \"a18f2218-6cb3-4777-a666-63c2ae965a55\", \"38528d22-e792-4754-94e0-a41e0473468a\", \"e1f6a0b3-4d11-4e31-a8b0-e13b243f9506\"], \"total_duration\": 48.0, \"total_sessions\": 5, \"mean_week_duration\": 0.233}}]\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 8 users whose total amount of duration is same as 1988 plus do sorting by sum of duration asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"73825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-11 14:24:35.000000+00:00\", \"2021-12-05 11:46:37.000000+00:00\", \"2020-06-22 13:25:08.000000+00:00\"], \"session_ids\": [\"ba1dc2aa-78b4-42d1-9449-7eaf81cab4fc\", \"e3dd9154-c259-439c-bedf-cd4a81afd164\", \"3768ac90-b353-486c-84cc-a3e3f94b26be\"], \"total_duration\": 46.0, \"total_sessions\": 3, \"mean_week_duration\": 0.426}, \"91513\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-31 11:19:13.000000+00:00\", \"2022-08-31 04:40:41.000000+00:00\"], \"session_ids\": [\"03a51a5d-25c8-430b-add3-4a3dd4309e96\", \"99554413-6236-4587-a4f5-3fa25c30ab0c\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}, \"25758\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-18 22:12:23.000000+00:00\", \"2020-05-07 23:33:00.000000+00:00\", \"2021-05-10 04:19:08.000000+00:00\", \"2019-06-09 19:06:06.000000+00:00\", \"2019-06-01 21:01:04.000000+00:00\", \"2022-01-26 12:00:01.000000+00:00\", \"2020-08-10 09:25:43.000000+00:00\"], \"session_ids\": [\"b2e111ba-321e-4263-b780-7cc5a3f734e8\", \"372f4c5b-3c08-4a4e-8063-75b27b3547d9\", \"7ed72796-e4df-4be6-9144-3775898527fa\", \"b944f4d4-d0e5-4728-b421-ae2d70d67ea0\", \"3e74dd21-cf88-4c7e-b0d7-69ad453a7d39\", \"8ea02418-5297-4ca4-8511-e1e52c216bfa\", \"d4d17179-8fba-436f-90be-940d4165698e\"], \"total_duration\": 8764.0, \"total_sessions\": 7, \"mean_week_duration\": 63.05}, \"88176\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-01-05 20:15:22.000000+00:00\", \"2020-09-24 07:35:56.000000+00:00\", \"2019-02-18 18:10:03.000000+00:00\"], \"session_ids\": [\"edfd5691-80b9-4acd-924f-90764af5b381\", \"75506f63-411a-48d2-abbe-1ceb50f78ab1\", \"dcf3075d-8eae-4184-99e2-0ed2124b34ac\"], \"total_duration\": 1084.0, \"total_sessions\": 3, \"mean_week_duration\": 7.179}, \"19627\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-03 15:22:29.000000+00:00\", \"2021-09-24 14:34:44.000000+00:00\", \"2019-07-29 21:18:14.000000+00:00\", \"2019-05-25 15:17:00.000000+00:00\", \"2020-10-26 20:51:13.000000+00:00\"], \"session_ids\": [\"3e1ae2b0-d708-4da4-8a24-359eddac2bfb\", \"ef20ca4a-a472-4cbe-bbdb-39651cbd92db\", \"f76866f7-c45c-44a7-a465-8554d464d158\", \"fff1a212-82e5-4935-9bbe-47d5ede2cb07\", \"83424c23-1014-4eec-a3fa-9b88e7db6d73\"], \"total_duration\": 2456.0, \"total_sessions\": 5, \"mean_week_duration\": 17.927}, \"37464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-01-17 15:47:27.000000+00:00\", \"2020-08-30 03:29:47.000000+00:00\", \"2021-06-09 23:38:13.000000+00:00\", \"2023-02-04 02:12:39.000000+00:00\"], \"session_ids\": [\"3dbc5888-9bdf-441a-a0f9-cdf9f74574a4\", \"4bcb8f9d-f203-4f95-addc-1d9b2d75b659\", \"efe8eac3-c647-48ca-83c0-e182ee2aa5bf\", \"1adb8a5e-7c00-454a-8f2f-d4d026cc5864\"], \"total_duration\": 501.0, \"total_sessions\": 4, \"mean_week_duration\": 3.945}, \"13948\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-14 01:22:46.000000+00:00\", \"2019-09-01 07:02:00.000000+00:00\"], \"session_ids\": [\"8deeb4de-77c2-4036-9e6d-c8755bf9c74a\", \"b8092ab8-16c8-4086-93f8-b854ae8200b5\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 3.372}, \"36236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-06 12:51:56.000000+00:00\", \"2022-05-03 17:53:10.000000+00:00\"], \"session_ids\": [\"b42fb836-9a0e-4c42-b1b9-736f89ba82d1\", \"0f37587c-beb0-4133-858e-5efda4c01004\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 4.692}, \"50049\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-17 16:41:35.000000+00:00\", \"2020-11-16 23:13:25.000000+00:00\"], \"session_ids\": [\"7b755a48-fb31-4f51-8746-c28b361f68c6\", \"8404db59-cb6a-409e-aaa1-b7808365e9be\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 8.389}, \"81698\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-01-04 00:53:40.000000+00:00\", \"2020-11-12 21:35:30.000000+00:00\"], \"session_ids\": [\"380e81c5-3f94-4b21-888d-30489207019e\", \"9d68eb56-7980-4ec5-97f4-84c37aec5df0\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.455}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are 1988"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1988, 2657]]}}}\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": "Can you give me information regarding 8 users who have sessions count bigger than 5 , moreover carry out sorting by app usage time per week in desc order and keep only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42299\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-27 14:24:03.000000+00:00\", \"2020-05-07 21:25:23.000000+00:00\"], \"session_ids\": [\"940051fd-a769-461f-ac79-406a8f133bf5\", \"589a00ff-54d6-4d0b-bdc5-5a58757b6fc3\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.836}, \"84553\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-03-15 06:35:23.000000+00:00\", \"2020-11-26 04:54:54.000000+00:00\"], \"session_ids\": [\"765d7033-59df-435e-bfc3-4602f042547c\", \"c49c0e3a-10c3-446f-9ce8-bb5d98bc6637\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 1.425}, \"90981\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-27 08:20:59.000000+00:00\", \"2019-08-26 11:14:08.000000+00:00\", \"2022-10-16 23:55:06.000000+00:00\", \"2019-11-22 07:54:23.000000+00:00\", \"2021-10-08 21:51:23.000000+00:00\", \"2022-06-06 07:22:09.000000+00:00\", \"2021-12-21 08:17:14.000000+00:00\", \"2022-04-29 20:49:53.000000+00:00\"], \"session_ids\": [\"7e291d8c-cae3-42e3-94b1-f176f47a64bc\", \"9cd8bc78-a7db-439e-980c-db9c852118d9\", \"64803036-e5fc-44eb-b294-ff512136c905\", \"4948e535-7d24-4d36-9a69-66e0404ff138\", \"19cc575d-97f3-4147-9a52-750961f4f78b\", \"68e9825c-4ccd-434d-b83c-80ca520efa19\", \"7b0859e6-9fb9-4dcf-b1ce-c8b116cf3d75\", \"b15573b6-9ee5-438f-96be-c363b9773902\"], \"total_duration\": 10140.0, \"total_sessions\": 8, \"mean_week_duration\": 61.829}, \"91677\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-14 06:57:14.000000+00:00\", \"2022-06-28 09:32:16.000000+00:00\", \"2020-05-07 20:16:40.000000+00:00\"], \"session_ids\": [\"32063471-fac5-4441-95d8-f99fe3806ac8\", \"1d353916-8f46-4de3-af31-b627de2ccb99\", \"0b17c1d6-f35d-4b71-8f8c-b2e7321a6615\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.516}, \"1976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-15 16:54:46.000000+00:00\", \"2021-11-29 09:46:04.000000+00:00\"], \"session_ids\": [\"12775bd8-a548-47e4-b99e-faebb714e3ae\", \"5a476777-40c8-4e57-88f7-e8f2db24c2fd\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 2.653}, \"5613\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-16 07:22:23.000000+00:00\", \"2021-02-28 10:24:00.000000+00:00\"], \"session_ids\": [\"f5cb091d-3ce4-4275-9c43-f1d4f45018fe\", \"e41c8227-f4ab-4cac-99f1-eac17ad2564b\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"79696\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-09 23:02:36.000000+00:00\", \"2022-12-07 06:57:10.000000+00:00\", \"2023-04-27 11:03:46.000000+00:00\", \"2020-09-30 18:36:37.000000+00:00\", \"2020-11-26 05:30:19.000000+00:00\", \"2022-03-14 21:30:55.000000+00:00\", \"2021-01-20 20:12:22.000000+00:00\", \"2021-02-11 13:18:58.000000+00:00\", \"2022-01-16 09:03:20.000000+00:00\", \"2020-07-03 18:18:28.000000+00:00\", \"2022-03-27 00:26:32.000000+00:00\"], \"session_ids\": [\"e8207914-36f6-4ec8-b370-883af1c45291\", \"479727c6-4f60-456e-93ce-a62a1e77bc28\", \"807d31c1-e4a9-4ef6-a571-d9936b5addc1\", \"78d63961-bb53-4daf-9c58-5bc914b69b84\", \"f49b5556-732a-4c57-bcba-0222b31d6999\", \"d51d88ec-7276-42ae-9a50-6890acb17cc1\", \"54255736-2f23-4976-bc46-02c0b74d7199\", \"922a829d-63b7-451c-b0d4-a57066fd7b76\", \"11e408da-2aee-4fa9-950a-b69b64acf86c\", \"76158c08-15bd-4970-80c7-cee8b201e964\", \"e3e6d645-8952-4bb5-b950-a8664928bfac\"], \"total_duration\": 56371.0, \"total_sessions\": 11, \"mean_week_duration\": 256.232}, \"75706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-16 03:44:31.000000+00:00\", \"2021-08-14 11:09:13.000000+00:00\", \"2019-05-30 05:06:12.000000+00:00\", \"2021-02-08 21:11:55.000000+00:00\", \"2021-10-19 19:56:57.000000+00:00\"], \"session_ids\": [\"f191ab03-fa40-4705-b578-b7762e5d3c67\", \"e2f46f3d-4640-41cc-887d-3048995fdd4f\", \"bcc3473b-51bf-4c7a-84ed-8ff0a0c6886e\", \"3c8bb620-aab1-4dd3-927a-54f3d769e707\", \"1c2d52fd-1830-4072-85b6-e38f9c4d18b2\"], \"total_duration\": 75.0, \"total_sessions\": 5, \"mean_week_duration\": 0.551}, \"84010\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-20 17:56:34.000000+00:00\", \"2021-02-22 15:04:30.000000+00:00\"], \"session_ids\": [\"7644c787-b5e8-44bf-bbff-fa512332dbb7\", \"aba3a61f-788a-4bb6-9d5c-da3a24884af9\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 1.161}, \"47803\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-20 09:33:06.000000+00:00\", \"2020-02-27 18:31:34.000000+00:00\"], \"session_ids\": [\"781e0037-432f-459e-a0bd-9f2cbe2e5c26\", \"4ea7e93e-0064-4104-baf6-cc8c171de7fa\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.503}}\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, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90981\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-27 08:20:59.000000+00:00\", \"2019-08-26 11:14:08.000000+00:00\", \"2022-10-16 23:55:06.000000+00:00\", \"2019-11-22 07:54:23.000000+00:00\", \"2021-10-08 21:51:23.000000+00:00\", \"2022-06-06 07:22:09.000000+00:00\", \"2021-12-21 08:17:14.000000+00:00\", \"2022-04-29 20:49:53.000000+00:00\"], \"session_ids\": [\"7e291d8c-cae3-42e3-94b1-f176f47a64bc\", \"9cd8bc78-a7db-439e-980c-db9c852118d9\", \"64803036-e5fc-44eb-b294-ff512136c905\", \"4948e535-7d24-4d36-9a69-66e0404ff138\", \"19cc575d-97f3-4147-9a52-750961f4f78b\", \"68e9825c-4ccd-434d-b83c-80ca520efa19\", \"7b0859e6-9fb9-4dcf-b1ce-c8b116cf3d75\", \"b15573b6-9ee5-438f-96be-c363b9773902\"], \"total_duration\": 10140.0, \"total_sessions\": 8, \"mean_week_duration\": 61.829}, \"79696\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-09 23:02:36.000000+00:00\", \"2022-12-07 06:57:10.000000+00:00\", \"2023-04-27 11:03:46.000000+00:00\", \"2020-09-30 18:36:37.000000+00:00\", \"2020-11-26 05:30:19.000000+00:00\", \"2022-03-14 21:30:55.000000+00:00\", \"2021-01-20 20:12:22.000000+00:00\", \"2021-02-11 13:18:58.000000+00:00\", \"2022-01-16 09:03:20.000000+00:00\", \"2020-07-03 18:18:28.000000+00:00\", \"2022-03-27 00:26:32.000000+00:00\"], \"session_ids\": [\"e8207914-36f6-4ec8-b370-883af1c45291\", \"479727c6-4f60-456e-93ce-a62a1e77bc28\", \"807d31c1-e4a9-4ef6-a571-d9936b5addc1\", \"78d63961-bb53-4daf-9c58-5bc914b69b84\", \"f49b5556-732a-4c57-bcba-0222b31d6999\", \"d51d88ec-7276-42ae-9a50-6890acb17cc1\", \"54255736-2f23-4976-bc46-02c0b74d7199\", \"922a829d-63b7-451c-b0d4-a57066fd7b76\", \"11e408da-2aee-4fa9-950a-b69b64acf86c\", \"76158c08-15bd-4970-80c7-cee8b201e964\", \"e3e6d645-8952-4bb5-b950-a8664928bfac\"], \"total_duration\": 56371.0, \"total_sessions\": 11, \"mean_week_duration\": 256.232}, \"75706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-16 03:44:31.000000+00:00\", \"2021-08-14 11:09:13.000000+00:00\", \"2019-05-30 05:06:12.000000+00:00\", \"2021-02-08 21:11:55.000000+00:00\", \"2021-10-19 19:56:57.000000+00:00\"], \"session_ids\": [\"f191ab03-fa40-4705-b578-b7762e5d3c67\", \"e2f46f3d-4640-41cc-887d-3048995fdd4f\", \"bcc3473b-51bf-4c7a-84ed-8ff0a0c6886e\", \"3c8bb620-aab1-4dd3-927a-54f3d769e707\", \"1c2d52fd-1830-4072-85b6-e38f9c4d18b2\"], \"total_duration\": 75.0, \"total_sessions\": 5, \"mean_week_duration\": 0.551}}\n```\n"
}
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.