conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74691\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-15 07:41:03.000000+00:00\", \"2019-04-15 21:58:34.000000+00:00\", \"2019-07-31 18:50:49.000000+00:00\", \"2022-02-20 15:41:32.000000+00:00\", \"2019-07-23 23:10:56.000000+00:00\", \"2020-10-01 12:39:56.000000+00:00\", \"2021-10-04 01:22:16.000000+00:00\"], \"session_ids\": [\"b99b76bd-910b-43df-8f84-88aa0ea07cdd\", \"ab61e0c0-d768-4186-be16-3de40bffda07\", \"d72241b9-1259-4131-b7b3-56aa06379404\", \"bb670643-5515-45bd-badd-5f1fc49ce26f\", \"b94ce49f-19a7-4f7f-bcf7-bcfe53549499\", \"ed2bda84-29ba-4fd6-a2ca-4441b684c33e\", \"23c829d2-1e1b-458d-a06e-f932cf6cf175\"], \"total_duration\": 6052.0, \"total_sessions\": 7, \"mean_week_duration\": 40.617}}, {\"77709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-08 08:28:51.000000+00:00\", \"2022-02-20 10:24:08.000000+00:00\", \"2020-03-23 20:19:56.000000+00:00\", \"2022-09-25 10:49:46.000000+00:00\"], \"session_ids\": [\"9ad163da-c99f-4df0-b5ac-cbeb09bf582b\", \"db0a8453-1cc2-4d0a-961c-4e608f1b7ddd\", \"ed885a5d-d154-4e47-ad6f-4275d86cccfa\", \"77e59cb3-3f09-4a7c-ad84-9c39b5aa7f80\"], \"total_duration\": 1466.0, \"total_sessions\": 4, \"mean_week_duration\": 8.099}}, {\"32567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-07 00:40:18.000000+00:00\", \"2021-12-01 04:46:45.000000+00:00\", \"2020-12-29 13:35:34.000000+00:00\", \"2020-05-30 04:49:45.000000+00:00\"], \"session_ids\": [\"c2e91f62-9250-49a3-a795-3dd012951d98\", \"36461aa9-94b4-4b24-8886-9432a2cb9419\", \"fa09ad84-218d-4046-a7b2-9372c24faa5b\", \"578fe204-2ba5-4628-8dee-306ccfe26dde\"], \"total_duration\": 566.0, \"total_sessions\": 4, \"mean_week_duration\": 5.009}}, {\"62894\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-13 04:45:53.000000+00:00\", \"2022-01-08 03:55:21.000000+00:00\"], \"session_ids\": [\"35295f2e-bdfa-4cc3-a5a1-b87fc53e44e6\", \"0b65ad8d-277c-4ed3-9bdd-042af1af7dda\"], \"total_duration\": 473.0, \"total_sessions\": 2, \"mean_week_duration\": 3.504}}, {\"48097\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-07-31 23:10:20.000000+00:00\", \"2020-04-22 06:42:53.000000+00:00\"], \"session_ids\": [\"8410fab4-29af-430c-828d-93dbb165e591\", \"f809ff8b-e747-4de9-bfd1-028791a8eb7b\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 6.731}}, {\"84226\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-25 05:59:35.000000+00:00\", \"2022-10-08 16:08:55.000000+00:00\", \"2022-01-01 11:17:58.000000+00:00\"], \"session_ids\": [\"416be542-2489-4444-885a-55589da21c53\", \"b6f18d9f-524e-43ea-8e40-1b8530119f63\", \"227e36f6-0371-4d6e-b788-0a0fcac1c997\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 5.075}}, {\"23406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-27 12:01:27.000000+00:00\", \"2020-04-27 05:05:05.000000+00:00\"], \"session_ids\": [\"b2520e3c-e0db-4b0b-93fd-169f94e27374\", \"ec0f65c5-8788-4e0e-9dda-8093b942c057\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.076}}, {\"8582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-31 13:49:24.000000+00:00\", \"2021-04-14 03:33:51.000000+00:00\", \"2020-06-08 02:05:40.000000+00:00\"], \"session_ids\": [\"128afed8-08dd-43ad-9620-49d28ccc3603\", \"087923e9-0cc4-42d0-bccf-caeec5112360\", \"cf889361-5264-47e0-a1b9-79404516d7b0\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 2.578}}, {\"25312\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-13 10:52:16.000000+00:00\", \"2021-01-12 07:10:51.000000+00:00\"], \"session_ids\": [\"17eb6406-9cd9-426e-87bf-2d5ece13ac6e\", \"e9c1f2b0-3f3c-4012-bd28-85242e4382e0\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 2.545}}]\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[{\"74691\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-15 07:41:03.000000+00:00\", \"2019-04-15 21:58:34.000000+00:00\", \"2019-07-31 18:50:49.000000+00:00\", \"2022-02-20 15:41:32.000000+00:00\", \"2019-07-23 23:10:56.000000+00:00\", \"2020-10-01 12:39:56.000000+00:00\", \"2021-10-04 01:22:16.000000+00:00\"], \"session_ids\": [\"b99b76bd-910b-43df-8f84-88aa0ea07cdd\", \"ab61e0c0-d768-4186-be16-3de40bffda07\", \"d72241b9-1259-4131-b7b3-56aa06379404\", \"bb670643-5515-45bd-badd-5f1fc49ce26f\", \"b94ce49f-19a7-4f7f-bcf7-bcfe53549499\", \"ed2bda84-29ba-4fd6-a2ca-4441b684c33e\", \"23c829d2-1e1b-458d-a06e-f932cf6cf175\"], \"total_duration\": 6052.0, \"total_sessions\": 7, \"mean_week_duration\": 40.617}}, {\"77709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-08 08:28:51.000000+00:00\", \"2022-02-20 10:24:08.000000+00:00\", \"2020-03-23 20:19:56.000000+00:00\", \"2022-09-25 10:49:46.000000+00:00\"], \"session_ids\": [\"9ad163da-c99f-4df0-b5ac-cbeb09bf582b\", \"db0a8453-1cc2-4d0a-961c-4e608f1b7ddd\", \"ed885a5d-d154-4e47-ad6f-4275d86cccfa\", \"77e59cb3-3f09-4a7c-ad84-9c39b5aa7f80\"], \"total_duration\": 1466.0, \"total_sessions\": 4, \"mean_week_duration\": 8.099}}, {\"32567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-07 00:40:18.000000+00:00\", \"2021-12-01 04:46:45.000000+00:00\", \"2020-12-29 13:35:34.000000+00:00\", \"2020-05-30 04:49:45.000000+00:00\"], \"session_ids\": [\"c2e91f62-9250-49a3-a795-3dd012951d98\", \"36461aa9-94b4-4b24-8886-9432a2cb9419\", \"fa09ad84-218d-4046-a7b2-9372c24faa5b\", \"578fe204-2ba5-4628-8dee-306ccfe26dde\"], \"total_duration\": 566.0, \"total_sessions\": 4, \"mean_week_duration\": 5.009}}]\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[{\"74691\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-15 07:41:03.000000+00:00\", \"2019-04-15 21:58:34.000000+00:00\", \"2019-07-31 18:50:49.000000+00:00\", \"2022-02-20 15:41:32.000000+00:00\", \"2019-07-23 23:10:56.000000+00:00\", \"2020-10-01 12:39:56.000000+00:00\", \"2021-10-04 01:22:16.000000+00:00\"], \"session_ids\": [\"b99b76bd-910b-43df-8f84-88aa0ea07cdd\", \"ab61e0c0-d768-4186-be16-3de40bffda07\", \"d72241b9-1259-4131-b7b3-56aa06379404\", \"bb670643-5515-45bd-badd-5f1fc49ce26f\", \"b94ce49f-19a7-4f7f-bcf7-bcfe53549499\", \"ed2bda84-29ba-4fd6-a2ca-4441b684c33e\", \"23c829d2-1e1b-458d-a06e-f932cf6cf175\"], \"total_duration\": 6052.0, \"total_sessions\": 7, \"mean_week_duration\": 40.617}}, {\"77709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-08 08:28:51.000000+00:00\", \"2022-02-20 10:24:08.000000+00:00\", \"2020-03-23 20:19:56.000000+00:00\", \"2022-09-25 10:49:46.000000+00:00\"], \"session_ids\": [\"9ad163da-c99f-4df0-b5ac-cbeb09bf582b\", \"db0a8453-1cc2-4d0a-961c-4e608f1b7ddd\", \"ed885a5d-d154-4e47-ad6f-4275d86cccfa\", \"77e59cb3-3f09-4a7c-ad84-9c39b5aa7f80\"], \"total_duration\": 1466.0, \"total_sessions\": 4, \"mean_week_duration\": 8.099}}, {\"32567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-07 00:40:18.000000+00:00\", \"2021-12-01 04:46:45.000000+00:00\", \"2020-12-29 13:35:34.000000+00:00\", \"2020-05-30 04:49:45.000000+00:00\"], \"session_ids\": [\"c2e91f62-9250-49a3-a795-3dd012951d98\", \"36461aa9-94b4-4b24-8886-9432a2cb9419\", \"fa09ad84-218d-4046-a7b2-9372c24faa5b\", \"578fe204-2ba5-4628-8dee-306ccfe26dde\"], \"total_duration\": 566.0, \"total_sessions\": 4, \"mean_week_duration\": 5.009}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 6 users whose duration total is greater than 3149 and less than 1887 (both not including) and in addition apply sorting by town naming form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27310\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-28 04:40:57.000000+00:00\", \"2019-04-14 19:00:29.000000+00:00\"], \"session_ids\": [\"dfd4c4f1-64d2-43e0-beed-ea73c4e06ec1\", \"22767358-c9ec-4541-8d92-b070c7292332\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 2.389}, \"41283\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-08-22 13:36:51.000000+00:00\", \"2019-05-30 10:11:03.000000+00:00\"], \"session_ids\": [\"1b68dccb-de1b-432d-8555-804e90534da9\", \"13d9c89b-db38-4c29-bc07-9d5e1fd52bba\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 2.805}, \"50430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-30 17:00:59.000000+00:00\", \"2021-04-23 11:30:08.000000+00:00\"], \"session_ids\": [\"6368e1a1-7947-4ae7-98ac-221c3e3d8d7a\", \"d7404027-eb6f-4fad-8b80-4ebd79702ed0\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 6.5}, \"25715\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-27 20:31:40.000000+00:00\", \"2023-01-14 01:15:45.000000+00:00\", \"2020-09-17 14:37:39.000000+00:00\", \"2023-02-16 17:42:09.000000+00:00\", \"2019-06-17 23:56:31.000000+00:00\", \"2022-05-16 01:33:47.000000+00:00\", \"2020-10-11 10:48:51.000000+00:00\"], \"session_ids\": [\"3bd5c764-4072-47ff-9809-e229f2829bcc\", \"929e628d-1a6d-4648-a747-0080678ce015\", \"8552bd25-3d19-49eb-998e-51c31a3287a3\", \"271bb300-488a-45ed-a2e9-4a6c9aec2a1e\", \"15acf6fd-3aff-4d26-8779-ad7cf864bce3\", \"3dd847bb-c2de-49a2-ad96-53ed4144df5a\", \"072d4a6b-a90c-4b63-9f27-71da06821faa\"], \"total_duration\": 735.0, \"total_sessions\": 7, \"mean_week_duration\": 3.828}, \"79447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-19 15:07:44.000000+00:00\", \"2022-06-20 00:35:29.000000+00:00\"], \"session_ids\": [\"67634bdd-29e6-4cd4-94e3-dfb99680dd00\", \"aba35b30-9ac4-468b-bf95-023b7472d82d\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 9.846}, \"72364\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-29 05:11:16.000000+00:00\", \"2019-11-05 09:41:11.000000+00:00\"], \"session_ids\": [\"c48ed2fe-51d6-461e-a1fb-b0ed62d98e9d\", \"6ad83395-870e-4fa5-a9e8-800b22d98372\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 0.805}, \"22435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-03 23:38:51.000000+00:00\", \"2019-04-07 11:30:06.000000+00:00\", \"2023-03-23 14:09:01.000000+00:00\", \"2021-06-04 09:25:42.000000+00:00\", \"2020-03-25 04:17:15.000000+00:00\", \"2020-07-07 19:29:24.000000+00:00\", \"2020-10-31 17:25:52.000000+00:00\", \"2020-01-17 00:15:39.000000+00:00\"], \"session_ids\": [\"00d1422c-4aaa-444a-a468-11252add6316\", \"b76cb712-ce3d-47f6-a57b-e75a07c64710\", \"3a1852a8-9e2f-4445-a018-1f6b45ba7d47\", \"62579e08-6ee6-403b-8289-773aa60851de\", \"9d1bb361-7138-4b89-9689-6b868a91d1aa\", \"6475e772-9244-404c-baa1-151e681934cc\", \"539b0422-2456-4a11-b014-c9d5f2bba2bc\", \"b497d4c8-a008-412a-b860-cb75af46a51e\"], \"total_duration\": 6719.0, \"total_sessions\": 8, \"mean_week_duration\": 32.459}, \"71805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-04 13:47:37.000000+00:00\", \"2021-01-30 04:31:46.000000+00:00\", \"2019-09-17 08:23:55.000000+00:00\", \"2020-07-19 00:53:11.000000+00:00\", \"2020-08-18 10:25:56.000000+00:00\"], \"session_ids\": [\"335c9735-9dd3-44ac-b235-4b954478bfbd\", \"883995e9-e264-4326-95d6-3a068c1206f4\", \"f4d30120-fd9c-4e4b-ae51-5b74e28a2947\", \"147ad68c-8f10-4203-9b8b-75e8c6e77be6\", \"53dcac41-4c19-456c-ace0-e3adf69f44b9\"], \"total_duration\": 3925.0, \"total_sessions\": 5, \"mean_week_duration\": 54.514}, \"1594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-23 19:40:23.000000+00:00\", \"2023-02-10 16:48:36.000000+00:00\", \"2020-11-04 18:11:00.000000+00:00\", \"2021-10-16 04:49:40.000000+00:00\", \"2021-01-17 10:19:16.000000+00:00\", \"2022-08-15 02:51:07.000000+00:00\", \"2022-11-13 06:07:38.000000+00:00\", \"2022-01-24 20:20:56.000000+00:00\", \"2020-07-06 15:40:11.000000+00:00\", \"2022-11-15 05:12:24.000000+00:00\"], \"session_ids\": [\"6c019932-4b6e-40ac-ab2a-ac9b35545d85\", \"3c0b4fd7-48c2-4361-9ae8-fd13e44da2b3\", \"39789ef4-13af-4f3d-8d9d-554e08ecdf0c\", \"496d5932-8bdd-4a44-a7df-f805cc413137\", \"2910b5f9-89f9-40a8-a258-d96dd23df96c\", \"cf55b76b-5f20-40e9-9347-a5fa20ae0eb7\", \"faac7a53-ff20-475d-85d8-12d894215d43\", \"53141e88-fa7e-4913-84da-17d3b1c635e2\", \"cbbb204a-fd60-4965-8c77-b4f80255305a\", \"3f372e4b-5b5e-40f8-a0c6-0af75a8c4bcd\"], \"total_duration\": 4985.0, \"total_sessions\": 10, \"mean_week_duration\": 36.654}, \"45597\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2019-08-11 19:36:19.000000+00:00\", \"2022-01-22 16:13:04.000000+00:00\"], \"session_ids\": [\"a0839d28-304e-4fe5-9dbf-56cf0f7fe38d\", \"3b8e0c3a-0aa9-4413-a53a-6c7f0bb42eac\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.781}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1887 and are greater than 3149"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[1887, 3149]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27310\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-28 04:40:57.000000+00:00\", \"2019-04-14 19:00:29.000000+00:00\"], \"session_ids\": [\"dfd4c4f1-64d2-43e0-beed-ea73c4e06ec1\", \"22767358-c9ec-4541-8d92-b070c7292332\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 2.389}, \"41283\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-08-22 13:36:51.000000+00:00\", \"2019-05-30 10:11:03.000000+00:00\"], \"session_ids\": [\"1b68dccb-de1b-432d-8555-804e90534da9\", \"13d9c89b-db38-4c29-bc07-9d5e1fd52bba\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 2.805}, \"50430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-30 17:00:59.000000+00:00\", \"2021-04-23 11:30:08.000000+00:00\"], \"session_ids\": [\"6368e1a1-7947-4ae7-98ac-221c3e3d8d7a\", \"d7404027-eb6f-4fad-8b80-4ebd79702ed0\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 6.5}, \"25715\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-27 20:31:40.000000+00:00\", \"2023-01-14 01:15:45.000000+00:00\", \"2020-09-17 14:37:39.000000+00:00\", \"2023-02-16 17:42:09.000000+00:00\", \"2019-06-17 23:56:31.000000+00:00\", \"2022-05-16 01:33:47.000000+00:00\", \"2020-10-11 10:48:51.000000+00:00\"], \"session_ids\": [\"3bd5c764-4072-47ff-9809-e229f2829bcc\", \"929e628d-1a6d-4648-a747-0080678ce015\", \"8552bd25-3d19-49eb-998e-51c31a3287a3\", \"271bb300-488a-45ed-a2e9-4a6c9aec2a1e\", \"15acf6fd-3aff-4d26-8779-ad7cf864bce3\", \"3dd847bb-c2de-49a2-ad96-53ed4144df5a\", \"072d4a6b-a90c-4b63-9f27-71da06821faa\"], \"total_duration\": 735.0, \"total_sessions\": 7, \"mean_week_duration\": 3.828}, \"79447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-19 15:07:44.000000+00:00\", \"2022-06-20 00:35:29.000000+00:00\"], \"session_ids\": [\"67634bdd-29e6-4cd4-94e3-dfb99680dd00\", \"aba35b30-9ac4-468b-bf95-023b7472d82d\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 9.846}, \"72364\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-29 05:11:16.000000+00:00\", \"2019-11-05 09:41:11.000000+00:00\"], \"session_ids\": [\"c48ed2fe-51d6-461e-a1fb-b0ed62d98e9d\", \"6ad83395-870e-4fa5-a9e8-800b22d98372\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 0.805}, \"45597\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2019-08-11 19:36:19.000000+00:00\", \"2022-01-22 16:13:04.000000+00:00\"], \"session_ids\": [\"a0839d28-304e-4fe5-9dbf-56cf0f7fe38d\", \"3b8e0c3a-0aa9-4413-a53a-6c7f0bb42eac\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.781}, \"22435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-03 23:38:51.000000+00:00\", \"2019-04-07 11:30:06.000000+00:00\", \"2023-03-23 14:09:01.000000+00:00\", \"2021-06-04 09:25:42.000000+00:00\", \"2020-03-25 04:17:15.000000+00:00\", \"2020-07-07 19:29:24.000000+00:00\", \"2020-10-31 17:25:52.000000+00:00\", \"2020-01-17 00:15:39.000000+00:00\"], \"session_ids\": [\"00d1422c-4aaa-444a-a468-11252add6316\", \"b76cb712-ce3d-47f6-a57b-e75a07c64710\", \"3a1852a8-9e2f-4445-a018-1f6b45ba7d47\", \"62579e08-6ee6-403b-8289-773aa60851de\", \"9d1bb361-7138-4b89-9689-6b868a91d1aa\", \"6475e772-9244-404c-baa1-151e681934cc\", \"539b0422-2456-4a11-b014-c9d5f2bba2bc\", \"b497d4c8-a008-412a-b860-cb75af46a51e\"], \"total_duration\": 6719.0, \"total_sessions\": 8, \"mean_week_duration\": 32.459}, \"71805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-04 13:47:37.000000+00:00\", \"2021-01-30 04:31:46.000000+00:00\", \"2019-09-17 08:23:55.000000+00:00\", \"2020-07-19 00:53:11.000000+00:00\", \"2020-08-18 10:25:56.000000+00:00\"], \"session_ids\": [\"335c9735-9dd3-44ac-b235-4b954478bfbd\", \"883995e9-e264-4326-95d6-3a068c1206f4\", \"f4d30120-fd9c-4e4b-ae51-5b74e28a2947\", \"147ad68c-8f10-4203-9b8b-75e8c6e77be6\", \"53dcac41-4c19-456c-ace0-e3adf69f44b9\"], \"total_duration\": 3925.0, \"total_sessions\": 5, \"mean_week_duration\": 54.514}, \"1594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-23 19:40:23.000000+00:00\", \"2023-02-10 16:48:36.000000+00:00\", \"2020-11-04 18:11:00.000000+00:00\", \"2021-10-16 04:49:40.000000+00:00\", \"2021-01-17 10:19:16.000000+00:00\", \"2022-08-15 02:51:07.000000+00:00\", \"2022-11-13 06:07:38.000000+00:00\", \"2022-01-24 20:20:56.000000+00:00\", \"2020-07-06 15:40:11.000000+00:00\", \"2022-11-15 05:12:24.000000+00:00\"], \"session_ids\": [\"6c019932-4b6e-40ac-ab2a-ac9b35545d85\", \"3c0b4fd7-48c2-4361-9ae8-fd13e44da2b3\", \"39789ef4-13af-4f3d-8d9d-554e08ecdf0c\", \"496d5932-8bdd-4a44-a7df-f805cc413137\", \"2910b5f9-89f9-40a8-a258-d96dd23df96c\", \"cf55b76b-5f20-40e9-9347-a5fa20ae0eb7\", \"faac7a53-ff20-475d-85d8-12d894215d43\", \"53141e88-fa7e-4913-84da-17d3b1c635e2\", \"cbbb204a-fd60-4965-8c77-b4f80255305a\", \"3f372e4b-5b5e-40f8-a0c6-0af75a8c4bcd\"], \"total_duration\": 4985.0, \"total_sessions\": 10, \"mean_week_duration\": 36.654}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-23 19:40:23.000000+00:00\", \"2023-02-10 16:48:36.000000+00:00\", \"2020-11-04 18:11:00.000000+00:00\", \"2021-10-16 04:49:40.000000+00:00\", \"2021-01-17 10:19:16.000000+00:00\", \"2022-08-15 02:51:07.000000+00:00\", \"2022-11-13 06:07:38.000000+00:00\", \"2022-01-24 20:20:56.000000+00:00\", \"2020-07-06 15:40:11.000000+00:00\", \"2022-11-15 05:12:24.000000+00:00\"], \"session_ids\": [\"6c019932-4b6e-40ac-ab2a-ac9b35545d85\", \"3c0b4fd7-48c2-4361-9ae8-fd13e44da2b3\", \"39789ef4-13af-4f3d-8d9d-554e08ecdf0c\", \"496d5932-8bdd-4a44-a7df-f805cc413137\", \"2910b5f9-89f9-40a8-a258-d96dd23df96c\", \"cf55b76b-5f20-40e9-9347-a5fa20ae0eb7\", \"faac7a53-ff20-475d-85d8-12d894215d43\", \"53141e88-fa7e-4913-84da-17d3b1c635e2\", \"cbbb204a-fd60-4965-8c77-b4f80255305a\", \"3f372e4b-5b5e-40f8-a0c6-0af75a8c4bcd\"], \"total_duration\": 4985.0, \"total_sessions\": 10, \"mean_week_duration\": 36.654}}, {\"50430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-30 17:00:59.000000+00:00\", \"2021-04-23 11:30:08.000000+00:00\"], \"session_ids\": [\"6368e1a1-7947-4ae7-98ac-221c3e3d8d7a\", \"d7404027-eb6f-4fad-8b80-4ebd79702ed0\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 6.5}}, {\"79447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-19 15:07:44.000000+00:00\", \"2022-06-20 00:35:29.000000+00:00\"], \"session_ids\": [\"67634bdd-29e6-4cd4-94e3-dfb99680dd00\", \"aba35b30-9ac4-468b-bf95-023b7472d82d\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 9.846}}, {\"71805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-04 13:47:37.000000+00:00\", \"2021-01-30 04:31:46.000000+00:00\", \"2019-09-17 08:23:55.000000+00:00\", \"2020-07-19 00:53:11.000000+00:00\", \"2020-08-18 10:25:56.000000+00:00\"], \"session_ids\": [\"335c9735-9dd3-44ac-b235-4b954478bfbd\", \"883995e9-e264-4326-95d6-3a068c1206f4\", \"f4d30120-fd9c-4e4b-ae51-5b74e28a2947\", \"147ad68c-8f10-4203-9b8b-75e8c6e77be6\", \"53dcac41-4c19-456c-ace0-e3adf69f44b9\"], \"total_duration\": 3925.0, \"total_sessions\": 5, \"mean_week_duration\": 54.514}}, {\"22435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-03 23:38:51.000000+00:00\", \"2019-04-07 11:30:06.000000+00:00\", \"2023-03-23 14:09:01.000000+00:00\", \"2021-06-04 09:25:42.000000+00:00\", \"2020-03-25 04:17:15.000000+00:00\", \"2020-07-07 19:29:24.000000+00:00\", \"2020-10-31 17:25:52.000000+00:00\", \"2020-01-17 00:15:39.000000+00:00\"], \"session_ids\": [\"00d1422c-4aaa-444a-a468-11252add6316\", \"b76cb712-ce3d-47f6-a57b-e75a07c64710\", \"3a1852a8-9e2f-4445-a018-1f6b45ba7d47\", \"62579e08-6ee6-403b-8289-773aa60851de\", \"9d1bb361-7138-4b89-9689-6b868a91d1aa\", \"6475e772-9244-404c-baa1-151e681934cc\", \"539b0422-2456-4a11-b014-c9d5f2bba2bc\", \"b497d4c8-a008-412a-b860-cb75af46a51e\"], \"total_duration\": 6719.0, \"total_sessions\": 8, \"mean_week_duration\": 32.459}}, {\"27310\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-28 04:40:57.000000+00:00\", \"2019-04-14 19:00:29.000000+00:00\"], \"session_ids\": [\"dfd4c4f1-64d2-43e0-beed-ea73c4e06ec1\", \"22767358-c9ec-4541-8d92-b070c7292332\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 2.389}}, {\"45597\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2019-08-11 19:36:19.000000+00:00\", \"2022-01-22 16:13:04.000000+00:00\"], \"session_ids\": [\"a0839d28-304e-4fe5-9dbf-56cf0f7fe38d\", \"3b8e0c3a-0aa9-4413-a53a-6c7f0bb42eac\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.781}}, {\"72364\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-29 05:11:16.000000+00:00\", \"2019-11-05 09:41:11.000000+00:00\"], \"session_ids\": [\"c48ed2fe-51d6-461e-a1fb-b0ed62d98e9d\", \"6ad83395-870e-4fa5-a9e8-800b22d98372\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 0.805}}, {\"41283\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-08-22 13:36:51.000000+00:00\", \"2019-05-30 10:11:03.000000+00:00\"], \"session_ids\": [\"1b68dccb-de1b-432d-8555-804e90534da9\", \"13d9c89b-db38-4c29-bc07-9d5e1fd52bba\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 2.805}}, {\"25715\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-27 20:31:40.000000+00:00\", \"2023-01-14 01:15:45.000000+00:00\", \"2020-09-17 14:37:39.000000+00:00\", \"2023-02-16 17:42:09.000000+00:00\", \"2019-06-17 23:56:31.000000+00:00\", \"2022-05-16 01:33:47.000000+00:00\", \"2020-10-11 10:48:51.000000+00:00\"], \"session_ids\": [\"3bd5c764-4072-47ff-9809-e229f2829bcc\", \"929e628d-1a6d-4648-a747-0080678ce015\", \"8552bd25-3d19-49eb-998e-51c31a3287a3\", \"271bb300-488a-45ed-a2e9-4a6c9aec2a1e\", \"15acf6fd-3aff-4d26-8779-ad7cf864bce3\", \"3dd847bb-c2de-49a2-ad96-53ed4144df5a\", \"072d4a6b-a90c-4b63-9f27-71da06821faa\"], \"total_duration\": 735.0, \"total_sessions\": 7, \"mean_week_duration\": 3.828}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-23 19:40:23.000000+00:00\", \"2023-02-10 16:48:36.000000+00:00\", \"2020-11-04 18:11:00.000000+00:00\", \"2021-10-16 04:49:40.000000+00:00\", \"2021-01-17 10:19:16.000000+00:00\", \"2022-08-15 02:51:07.000000+00:00\", \"2022-11-13 06:07:38.000000+00:00\", \"2022-01-24 20:20:56.000000+00:00\", \"2020-07-06 15:40:11.000000+00:00\", \"2022-11-15 05:12:24.000000+00:00\"], \"session_ids\": [\"6c019932-4b6e-40ac-ab2a-ac9b35545d85\", \"3c0b4fd7-48c2-4361-9ae8-fd13e44da2b3\", \"39789ef4-13af-4f3d-8d9d-554e08ecdf0c\", \"496d5932-8bdd-4a44-a7df-f805cc413137\", \"2910b5f9-89f9-40a8-a258-d96dd23df96c\", \"cf55b76b-5f20-40e9-9347-a5fa20ae0eb7\", \"faac7a53-ff20-475d-85d8-12d894215d43\", \"53141e88-fa7e-4913-84da-17d3b1c635e2\", \"cbbb204a-fd60-4965-8c77-b4f80255305a\", \"3f372e4b-5b5e-40f8-a0c6-0af75a8c4bcd\"], \"total_duration\": 4985.0, \"total_sessions\": 10, \"mean_week_duration\": 36.654}}, {\"50430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-30 17:00:59.000000+00:00\", \"2021-04-23 11:30:08.000000+00:00\"], \"session_ids\": [\"6368e1a1-7947-4ae7-98ac-221c3e3d8d7a\", \"d7404027-eb6f-4fad-8b80-4ebd79702ed0\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 6.5}}, {\"79447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-19 15:07:44.000000+00:00\", \"2022-06-20 00:35:29.000000+00:00\"], \"session_ids\": [\"67634bdd-29e6-4cd4-94e3-dfb99680dd00\", \"aba35b30-9ac4-468b-bf95-023b7472d82d\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 9.846}}, {\"71805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-04 13:47:37.000000+00:00\", \"2021-01-30 04:31:46.000000+00:00\", \"2019-09-17 08:23:55.000000+00:00\", \"2020-07-19 00:53:11.000000+00:00\", \"2020-08-18 10:25:56.000000+00:00\"], \"session_ids\": [\"335c9735-9dd3-44ac-b235-4b954478bfbd\", \"883995e9-e264-4326-95d6-3a068c1206f4\", \"f4d30120-fd9c-4e4b-ae51-5b74e28a2947\", \"147ad68c-8f10-4203-9b8b-75e8c6e77be6\", \"53dcac41-4c19-456c-ace0-e3adf69f44b9\"], \"total_duration\": 3925.0, \"total_sessions\": 5, \"mean_week_duration\": 54.514}}, {\"22435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-03 23:38:51.000000+00:00\", \"2019-04-07 11:30:06.000000+00:00\", \"2023-03-23 14:09:01.000000+00:00\", \"2021-06-04 09:25:42.000000+00:00\", \"2020-03-25 04:17:15.000000+00:00\", \"2020-07-07 19:29:24.000000+00:00\", \"2020-10-31 17:25:52.000000+00:00\", \"2020-01-17 00:15:39.000000+00:00\"], \"session_ids\": [\"00d1422c-4aaa-444a-a468-11252add6316\", \"b76cb712-ce3d-47f6-a57b-e75a07c64710\", \"3a1852a8-9e2f-4445-a018-1f6b45ba7d47\", \"62579e08-6ee6-403b-8289-773aa60851de\", \"9d1bb361-7138-4b89-9689-6b868a91d1aa\", \"6475e772-9244-404c-baa1-151e681934cc\", \"539b0422-2456-4a11-b014-c9d5f2bba2bc\", \"b497d4c8-a008-412a-b860-cb75af46a51e\"], \"total_duration\": 6719.0, \"total_sessions\": 8, \"mean_week_duration\": 32.459}}, {\"27310\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-28 04:40:57.000000+00:00\", \"2019-04-14 19:00:29.000000+00:00\"], \"session_ids\": [\"dfd4c4f1-64d2-43e0-beed-ea73c4e06ec1\", \"22767358-c9ec-4541-8d92-b070c7292332\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 2.389}}]\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[{\"1594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-23 19:40:23.000000+00:00\", \"2023-02-10 16:48:36.000000+00:00\", \"2020-11-04 18:11:00.000000+00:00\", \"2021-10-16 04:49:40.000000+00:00\", \"2021-01-17 10:19:16.000000+00:00\", \"2022-08-15 02:51:07.000000+00:00\", \"2022-11-13 06:07:38.000000+00:00\", \"2022-01-24 20:20:56.000000+00:00\", \"2020-07-06 15:40:11.000000+00:00\", \"2022-11-15 05:12:24.000000+00:00\"], \"session_ids\": [\"6c019932-4b6e-40ac-ab2a-ac9b35545d85\", \"3c0b4fd7-48c2-4361-9ae8-fd13e44da2b3\", \"39789ef4-13af-4f3d-8d9d-554e08ecdf0c\", \"496d5932-8bdd-4a44-a7df-f805cc413137\", \"2910b5f9-89f9-40a8-a258-d96dd23df96c\", \"cf55b76b-5f20-40e9-9347-a5fa20ae0eb7\", \"faac7a53-ff20-475d-85d8-12d894215d43\", \"53141e88-fa7e-4913-84da-17d3b1c635e2\", \"cbbb204a-fd60-4965-8c77-b4f80255305a\", \"3f372e4b-5b5e-40f8-a0c6-0af75a8c4bcd\"], \"total_duration\": 4985.0, \"total_sessions\": 10, \"mean_week_duration\": 36.654}}, {\"50430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-30 17:00:59.000000+00:00\", \"2021-04-23 11:30:08.000000+00:00\"], \"session_ids\": [\"6368e1a1-7947-4ae7-98ac-221c3e3d8d7a\", \"d7404027-eb6f-4fad-8b80-4ebd79702ed0\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 6.5}}, {\"79447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-19 15:07:44.000000+00:00\", \"2022-06-20 00:35:29.000000+00:00\"], \"session_ids\": [\"67634bdd-29e6-4cd4-94e3-dfb99680dd00\", \"aba35b30-9ac4-468b-bf95-023b7472d82d\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 9.846}}, {\"71805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-04 13:47:37.000000+00:00\", \"2021-01-30 04:31:46.000000+00:00\", \"2019-09-17 08:23:55.000000+00:00\", \"2020-07-19 00:53:11.000000+00:00\", \"2020-08-18 10:25:56.000000+00:00\"], \"session_ids\": [\"335c9735-9dd3-44ac-b235-4b954478bfbd\", \"883995e9-e264-4326-95d6-3a068c1206f4\", \"f4d30120-fd9c-4e4b-ae51-5b74e28a2947\", \"147ad68c-8f10-4203-9b8b-75e8c6e77be6\", \"53dcac41-4c19-456c-ace0-e3adf69f44b9\"], \"total_duration\": 3925.0, \"total_sessions\": 5, \"mean_week_duration\": 54.514}}, {\"22435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-03 23:38:51.000000+00:00\", \"2019-04-07 11:30:06.000000+00:00\", \"2023-03-23 14:09:01.000000+00:00\", \"2021-06-04 09:25:42.000000+00:00\", \"2020-03-25 04:17:15.000000+00:00\", \"2020-07-07 19:29:24.000000+00:00\", \"2020-10-31 17:25:52.000000+00:00\", \"2020-01-17 00:15:39.000000+00:00\"], \"session_ids\": [\"00d1422c-4aaa-444a-a468-11252add6316\", \"b76cb712-ce3d-47f6-a57b-e75a07c64710\", \"3a1852a8-9e2f-4445-a018-1f6b45ba7d47\", \"62579e08-6ee6-403b-8289-773aa60851de\", \"9d1bb361-7138-4b89-9689-6b868a91d1aa\", \"6475e772-9244-404c-baa1-151e681934cc\", \"539b0422-2456-4a11-b014-c9d5f2bba2bc\", \"b497d4c8-a008-412a-b860-cb75af46a51e\"], \"total_duration\": 6719.0, \"total_sessions\": 8, \"mean_week_duration\": 32.459}}, {\"27310\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-28 04:40:57.000000+00:00\", \"2019-04-14 19:00:29.000000+00:00\"], \"session_ids\": [\"dfd4c4f1-64d2-43e0-beed-ea73c4e06ec1\", \"22767358-c9ec-4541-8d92-b070c7292332\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 2.389}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 7 users who have total sessions greater than 4 and less than 10 (not including) plus put to use sorting by duration of sessions per week in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-14 16:54:52.000000+00:00\", \"2019-09-10 05:52:45.000000+00:00\", \"2023-01-28 13:24:39.000000+00:00\", \"2019-05-06 21:16:02.000000+00:00\", \"2023-05-27 03:48:27.000000+00:00\", \"2021-11-08 22:06:49.000000+00:00\"], \"session_ids\": [\"f2059e2a-9b7a-474d-a72e-221ec93bd27c\", \"e44ca29f-40e4-4d25-8700-e5ab47d492cb\", \"38416022-7ce3-422a-8602-00d68229f0c5\", \"dce2a12a-71f9-41d7-aeed-3a91ec832712\", \"36e21c8f-eb17-4ef0-baab-053bb985579f\", \"ca853fb1-af4f-4a22-a84d-cd8b7775ce03\"], \"total_duration\": 316.0, \"total_sessions\": 6, \"mean_week_duration\": 1.491}, \"98217\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-25 07:59:58.000000+00:00\", \"2019-03-25 23:18:57.000000+00:00\"], \"session_ids\": [\"56e4578d-896c-498e-a20f-3e6a866337ed\", \"62dfa7a0-0a6f-49b5-98a2-3d4e7a94ad2d\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 2.566}, \"61594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-06 12:08:22.000000+00:00\", \"2022-08-11 22:48:24.000000+00:00\", \"2021-02-04 06:53:52.000000+00:00\", \"2022-09-09 14:11:41.000000+00:00\"], \"session_ids\": [\"c0d13104-8f43-4045-b079-0c038a7abca8\", \"5a9f5eb9-6a0b-4df4-a221-f4a0396ea5bb\", \"ed750cff-e240-4c76-91f6-94050c9dd84a\", \"a574ed2c-eb5f-467a-8967-6eef115b936d\"], \"total_duration\": 559.0, \"total_sessions\": 4, \"mean_week_duration\": 3.993}, \"29277\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-02-04 08:45:27.000000+00:00\", \"2019-08-19 16:12:04.000000+00:00\", \"2019-01-13 20:54:20.000000+00:00\"], \"session_ids\": [\"d335f4ce-db56-4162-a4d2-6e2c68c415b9\", \"50798959-b973-4aca-909a-9bfd1cf5b2cf\", \"ca463140-fde3-406e-b001-9f067cce74c1\"], \"total_duration\": 904.0, \"total_sessions\": 3, \"mean_week_duration\": 16.143}, \"23143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-15 07:15:16.000000+00:00\", \"2021-12-03 02:21:38.000000+00:00\"], \"session_ids\": [\"96025760-364f-4ed7-a450-e832eb52c907\", \"38e7e7c1-3ef2-4c58-850c-f110640ea56b\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 4.25}, \"15879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-28 12:11:02.000000+00:00\", \"2022-09-29 12:17:57.000000+00:00\"], \"session_ids\": [\"826f6ed1-79ee-426b-905e-2e9b618769fe\", \"0caaa751-acd2-4d06-8eca-6078905f1079\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 18.154}, \"81901\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-09 05:50:36.000000+00:00\", \"2022-07-18 20:20:30.000000+00:00\", \"2021-04-01 16:10:47.000000+00:00\"], \"session_ids\": [\"e0e52c97-3611-4948-b2bf-b83dc35ae9ed\", \"c324f40e-c443-4df4-b709-42ae22c6f462\", \"c06b19dc-5386-406e-be34-fda0736fd40a\"], \"total_duration\": 491.0, \"total_sessions\": 3, \"mean_week_duration\": 4.861}, \"34432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-17 09:26:53.000000+00:00\", \"2019-01-10 22:33:50.000000+00:00\"], \"session_ids\": [\"7c225344-5424-4916-b31e-fd76729a4e8e\", \"fad4c7c4-00ca-405c-b69e-6b268723fbbe\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 3.787}, \"1491\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-19 02:05:30.000000+00:00\", \"2022-09-09 00:23:17.000000+00:00\", \"2022-01-31 15:46:36.000000+00:00\"], \"session_ids\": [\"2cca4ada-d0b5-44d6-8457-bf560c25f609\", \"160f4eeb-c2c6-4d95-8797-dd092312de4c\", \"b8f01858-32ca-4d42-b6ae-fb35ce39eb1b\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 6.442}, \"12055\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-16 17:55:22.000000+00:00\", \"2019-08-03 10:57:01.000000+00:00\", \"2021-04-05 11:57:15.000000+00:00\", \"2022-11-05 22:11:54.000000+00:00\"], \"session_ids\": [\"673fcebf-f064-4783-bf39-f7aa58bdc849\", \"e0fdccf6-b314-4323-8c3f-5307a171c33e\", \"b1ea1a73-8dfb-455e-ad89-bad0216aa88b\", \"61afeaf5-9159-4368-9305-7a7d3e8ef482\"], \"total_duration\": 1754.0, \"total_sessions\": 4, \"mean_week_duration\": 10.318}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 4 and are less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-14 16:54:52.000000+00:00\", \"2019-09-10 05:52:45.000000+00:00\", \"2023-01-28 13:24:39.000000+00:00\", \"2019-05-06 21:16:02.000000+00:00\", \"2023-05-27 03:48:27.000000+00:00\", \"2021-11-08 22:06:49.000000+00:00\"], \"session_ids\": [\"f2059e2a-9b7a-474d-a72e-221ec93bd27c\", \"e44ca29f-40e4-4d25-8700-e5ab47d492cb\", \"38416022-7ce3-422a-8602-00d68229f0c5\", \"dce2a12a-71f9-41d7-aeed-3a91ec832712\", \"36e21c8f-eb17-4ef0-baab-053bb985579f\", \"ca853fb1-af4f-4a22-a84d-cd8b7775ce03\"], \"total_duration\": 316.0, \"total_sessions\": 6, \"mean_week_duration\": 1.491}, \"61594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-06 12:08:22.000000+00:00\", \"2022-08-11 22:48:24.000000+00:00\", \"2021-02-04 06:53:52.000000+00:00\", \"2022-09-09 14:11:41.000000+00:00\"], \"session_ids\": [\"c0d13104-8f43-4045-b079-0c038a7abca8\", \"5a9f5eb9-6a0b-4df4-a221-f4a0396ea5bb\", \"ed750cff-e240-4c76-91f6-94050c9dd84a\", \"a574ed2c-eb5f-467a-8967-6eef115b936d\"], \"total_duration\": 559.0, \"total_sessions\": 4, \"mean_week_duration\": 3.993}, \"12055\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-16 17:55:22.000000+00:00\", \"2019-08-03 10:57:01.000000+00:00\", \"2021-04-05 11:57:15.000000+00:00\", \"2022-11-05 22:11:54.000000+00:00\"], \"session_ids\": [\"673fcebf-f064-4783-bf39-f7aa58bdc849\", \"e0fdccf6-b314-4323-8c3f-5307a171c33e\", \"b1ea1a73-8dfb-455e-ad89-bad0216aa88b\", \"61afeaf5-9159-4368-9305-7a7d3e8ef482\"], \"total_duration\": 1754.0, \"total_sessions\": 4, \"mean_week_duration\": 10.318}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12055\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-16 17:55:22.000000+00:00\", \"2019-08-03 10:57:01.000000+00:00\", \"2021-04-05 11:57:15.000000+00:00\", \"2022-11-05 22:11:54.000000+00:00\"], \"session_ids\": [\"673fcebf-f064-4783-bf39-f7aa58bdc849\", \"e0fdccf6-b314-4323-8c3f-5307a171c33e\", \"b1ea1a73-8dfb-455e-ad89-bad0216aa88b\", \"61afeaf5-9159-4368-9305-7a7d3e8ef482\"], \"total_duration\": 1754.0, \"total_sessions\": 4, \"mean_week_duration\": 10.318}}, {\"61594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-06 12:08:22.000000+00:00\", \"2022-08-11 22:48:24.000000+00:00\", \"2021-02-04 06:53:52.000000+00:00\", \"2022-09-09 14:11:41.000000+00:00\"], \"session_ids\": [\"c0d13104-8f43-4045-b079-0c038a7abca8\", \"5a9f5eb9-6a0b-4df4-a221-f4a0396ea5bb\", \"ed750cff-e240-4c76-91f6-94050c9dd84a\", \"a574ed2c-eb5f-467a-8967-6eef115b936d\"], \"total_duration\": 559.0, \"total_sessions\": 4, \"mean_week_duration\": 3.993}}, {\"51247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-14 16:54:52.000000+00:00\", \"2019-09-10 05:52:45.000000+00:00\", \"2023-01-28 13:24:39.000000+00:00\", \"2019-05-06 21:16:02.000000+00:00\", \"2023-05-27 03:48:27.000000+00:00\", \"2021-11-08 22:06:49.000000+00:00\"], \"session_ids\": [\"f2059e2a-9b7a-474d-a72e-221ec93bd27c\", \"e44ca29f-40e4-4d25-8700-e5ab47d492cb\", \"38416022-7ce3-422a-8602-00d68229f0c5\", \"dce2a12a-71f9-41d7-aeed-3a91ec832712\", \"36e21c8f-eb17-4ef0-baab-053bb985579f\", \"ca853fb1-af4f-4a22-a84d-cd8b7775ce03\"], \"total_duration\": 316.0, \"total_sessions\": 6, \"mean_week_duration\": 1.491}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12055\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-16 17:55:22.000000+00:00\", \"2019-08-03 10:57:01.000000+00:00\", \"2021-04-05 11:57:15.000000+00:00\", \"2022-11-05 22:11:54.000000+00:00\"], \"session_ids\": [\"673fcebf-f064-4783-bf39-f7aa58bdc849\", \"e0fdccf6-b314-4323-8c3f-5307a171c33e\", \"b1ea1a73-8dfb-455e-ad89-bad0216aa88b\", \"61afeaf5-9159-4368-9305-7a7d3e8ef482\"], \"total_duration\": 1754.0, \"total_sessions\": 4, \"mean_week_duration\": 10.318}}, {\"61594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-06 12:08:22.000000+00:00\", \"2022-08-11 22:48:24.000000+00:00\", \"2021-02-04 06:53:52.000000+00:00\", \"2022-09-09 14:11:41.000000+00:00\"], \"session_ids\": [\"c0d13104-8f43-4045-b079-0c038a7abca8\", \"5a9f5eb9-6a0b-4df4-a221-f4a0396ea5bb\", \"ed750cff-e240-4c76-91f6-94050c9dd84a\", \"a574ed2c-eb5f-467a-8967-6eef115b936d\"], \"total_duration\": 559.0, \"total_sessions\": 4, \"mean_week_duration\": 3.993}}, {\"51247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-14 16:54:52.000000+00:00\", \"2019-09-10 05:52:45.000000+00:00\", \"2023-01-28 13:24:39.000000+00:00\", \"2019-05-06 21:16:02.000000+00:00\", \"2023-05-27 03:48:27.000000+00:00\", \"2021-11-08 22:06:49.000000+00:00\"], \"session_ids\": [\"f2059e2a-9b7a-474d-a72e-221ec93bd27c\", \"e44ca29f-40e4-4d25-8700-e5ab47d492cb\", \"38416022-7ce3-422a-8602-00d68229f0c5\", \"dce2a12a-71f9-41d7-aeed-3a91ec832712\", \"36e21c8f-eb17-4ef0-baab-053bb985579f\", \"ca853fb1-af4f-4a22-a84d-cd8b7775ce03\"], \"total_duration\": 316.0, \"total_sessions\": 6, \"mean_week_duration\": 1.491}}]\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[{\"12055\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-16 17:55:22.000000+00:00\", \"2019-08-03 10:57:01.000000+00:00\", \"2021-04-05 11:57:15.000000+00:00\", \"2022-11-05 22:11:54.000000+00:00\"], \"session_ids\": [\"673fcebf-f064-4783-bf39-f7aa58bdc849\", \"e0fdccf6-b314-4323-8c3f-5307a171c33e\", \"b1ea1a73-8dfb-455e-ad89-bad0216aa88b\", \"61afeaf5-9159-4368-9305-7a7d3e8ef482\"], \"total_duration\": 1754.0, \"total_sessions\": 4, \"mean_week_duration\": 10.318}}, {\"61594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-06 12:08:22.000000+00:00\", \"2022-08-11 22:48:24.000000+00:00\", \"2021-02-04 06:53:52.000000+00:00\", \"2022-09-09 14:11:41.000000+00:00\"], \"session_ids\": [\"c0d13104-8f43-4045-b079-0c038a7abca8\", \"5a9f5eb9-6a0b-4df4-a221-f4a0396ea5bb\", \"ed750cff-e240-4c76-91f6-94050c9dd84a\", \"a574ed2c-eb5f-467a-8967-6eef115b936d\"], \"total_duration\": 559.0, \"total_sessions\": 4, \"mean_week_duration\": 3.993}}, {\"51247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-14 16:54:52.000000+00:00\", \"2019-09-10 05:52:45.000000+00:00\", \"2023-01-28 13:24:39.000000+00:00\", \"2019-05-06 21:16:02.000000+00:00\", \"2023-05-27 03:48:27.000000+00:00\", \"2021-11-08 22:06:49.000000+00:00\"], \"session_ids\": [\"f2059e2a-9b7a-474d-a72e-221ec93bd27c\", \"e44ca29f-40e4-4d25-8700-e5ab47d492cb\", \"38416022-7ce3-422a-8602-00d68229f0c5\", \"dce2a12a-71f9-41d7-aeed-3a91ec832712\", \"36e21c8f-eb17-4ef0-baab-053bb985579f\", \"ca853fb1-af4f-4a22-a84d-cd8b7775ce03\"], \"total_duration\": 316.0, \"total_sessions\": 6, \"mean_week_duration\": 1.491}}]\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": "Share insights on users with a time in app that is = 560 as well as carry out sorting by total duration from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-24 23:16:51.000000+00:00\", \"2020-01-11 16:09:59.000000+00:00\"], \"session_ids\": [\"2226c9ce-2fc1-405d-84ff-4ddd77b628c9\", \"070ce95c-dfd0-47d5-b7c9-e2b1671d85b7\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 1.387}, \"43825\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-23 07:47:43.000000+00:00\", \"2021-07-10 17:38:37.000000+00:00\"], \"session_ids\": [\"3742f7e2-57f6-40c7-a817-2cfee3446e28\", \"36436b1c-71df-40c8-a944-59a5988ed37d\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 6.545}, \"40819\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-05 08:08:24.000000+00:00\", \"2020-12-25 01:55:20.000000+00:00\", \"2022-09-16 07:51:52.000000+00:00\", \"2019-06-05 18:57:10.000000+00:00\", \"2022-01-02 23:54:53.000000+00:00\", \"2020-08-17 07:00:55.000000+00:00\", \"2023-05-21 09:27:31.000000+00:00\", \"2021-03-30 08:46:36.000000+00:00\", \"2020-02-12 09:15:09.000000+00:00\"], \"session_ids\": [\"fe36468c-3368-4810-abe9-67b97342af48\", \"419fc098-036d-4c75-add6-a08cf6258432\", \"f3ee7d5e-a105-4d6d-9e64-85cf233b8110\", \"dd2276e1-dd3b-4f76-a9c7-960a70d74792\", \"c5af1925-814d-4c37-89c2-066d67b8a9e6\", \"b760e7aa-cc37-4a33-9a46-aa46d417a59e\", \"4f69f8c7-bc25-440a-9afc-1a9efac0d76f\", \"34aaaa7b-d939-4340-b56c-c877645148c6\", \"cdad3516-ea5f-4259-9796-b2bd33bcc3e8\"], \"total_duration\": 8345.0, \"total_sessions\": 9, \"mean_week_duration\": 40.314}, \"27587\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-08 13:45:22.000000+00:00\", \"2021-09-03 23:50:58.000000+00:00\"], \"session_ids\": [\"427124ab-4486-44e5-8d1e-a095bec09c1a\", \"d9df443e-ec66-4c7b-ae29-bfbb7a6bd521\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 4.967}, \"85539\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-14 15:05:47.000000+00:00\", \"2019-06-07 21:47:14.000000+00:00\"], \"session_ids\": [\"9231e08d-a816-4078-8dfa-c983cde2720b\", \"5201b3c0-3abe-4065-a589-860fbf290a77\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 7.525}, \"75692\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-30 16:54:18.000000+00:00\", \"2022-11-13 04:28:01.000000+00:00\", \"2021-05-08 08:12:50.000000+00:00\"], \"session_ids\": [\"644ad435-3ff5-4ccd-b599-f2f514d2b49b\", \"104b107b-775a-4694-921b-c4ae79e5687b\", \"9f1485c4-5e06-463b-8db3-95bca83e10b5\"], \"total_duration\": 385.0, \"total_sessions\": 3, \"mean_week_duration\": 4.873}, \"7471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-11 00:20:04.000000+00:00\", \"2020-07-14 17:51:16.000000+00:00\"], \"session_ids\": [\"c308c33a-b33f-499d-8463-7e007fd29ef2\", \"f8f23d7e-41ce-4ebb-b7c2-6bb9319cae71\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 1.608}, \"85987\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-06-08 09:50:50.000000+00:00\", \"2022-04-27 22:03:15.000000+00:00\", \"2022-04-14 06:25:48.000000+00:00\", \"2022-08-11 01:23:49.000000+00:00\", \"2019-10-25 22:55:49.000000+00:00\", \"2019-03-08 19:35:00.000000+00:00\", \"2019-09-12 13:49:36.000000+00:00\", \"2022-04-27 09:57:47.000000+00:00\"], \"session_ids\": [\"4bd87594-fa73-425e-861a-9929ca9b537e\", \"eddd6f38-9327-4e76-8906-eb74ffb8b7a6\", \"0da7305a-ef5b-4b06-8c19-5d1b7adf9ba3\", \"76a3e491-e181-4d1a-a9dd-7d4e0350418e\", \"64249e2b-b6dc-4997-8790-55a730c900ba\", \"16f965d1-cf18-42f0-9914-3d34f9f9afbc\", \"327f7bae-2a48-4252-afe5-a75c350a5775\", \"65bb7c19-1a18-4c83-92a0-2d84350bb73c\"], \"total_duration\": 91.0, \"total_sessions\": 8, \"mean_week_duration\": 0.508}, \"35753\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-26 10:02:56.000000+00:00\", \"2022-04-04 05:22:58.000000+00:00\", \"2021-05-27 00:34:00.000000+00:00\", \"2021-10-29 01:13:27.000000+00:00\"], \"session_ids\": [\"ec2eab2e-0124-4a6b-bcbd-fa4b519b713d\", \"f48cdf43-1f23-4f6d-aaae-2c1d3780325a\", \"8f7933ea-77ad-4522-8034-c3a4696ff83f\", \"4deccd3c-ac12-4a1b-a9c0-05d4834f05ab\"], \"total_duration\": 161.0, \"total_sessions\": 4, \"mean_week_duration\": 1.045}, \"60745\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-01 21:31:42.000000+00:00\", \"2019-12-22 18:12:02.000000+00:00\"], \"session_ids\": [\"e407928a-cf2f-42a8-817b-667c88b58deb\", \"95a53db3-2514-4e24-a038-939c6768fd1e\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 560"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[560, 4557]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 6 users who are the primary users in terms of total duration amount plus implement sorting by app usage time 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{\"33471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-26 02:19:15.000000+00:00\", \"2019-12-08 20:35:19.000000+00:00\", \"2020-07-07 01:49:10.000000+00:00\"], \"session_ids\": [\"138e61c9-466d-406b-9bbb-a1be8795ef7d\", \"1ec499ed-8b9c-46b4-883c-198438836e36\", \"cc248b5c-07c3-40cd-8fa6-b9fb0021351a\"], \"total_duration\": 377.0, \"total_sessions\": 3, \"mean_week_duration\": 5.891}, \"93718\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-04-14 11:35:48.000000+00:00\", \"2021-11-15 10:38:14.000000+00:00\"], \"session_ids\": [\"ed391f80-9c90-4821-862f-4ce2a4939790\", \"8f000037-adf3-4aa3-9b3a-5e833d6feabc\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 4.324}, \"58415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-16 04:17:36.000000+00:00\", \"2021-10-19 19:41:10.000000+00:00\"], \"session_ids\": [\"5324a654-6402-44a2-9436-5f5f92965506\", \"2b2190a7-9a71-439e-a117-01a048a13bca\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 2.481}, \"33334\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-21 11:54:51.000000+00:00\", \"2022-09-14 16:54:08.000000+00:00\", \"2023-06-01 11:20:10.000000+00:00\", \"2019-09-27 18:28:57.000000+00:00\", \"2020-05-29 11:05:59.000000+00:00\", \"2022-10-30 09:56:37.000000+00:00\", \"2021-03-02 19:39:34.000000+00:00\", \"2020-08-17 21:20:42.000000+00:00\", \"2023-01-18 14:40:14.000000+00:00\"], \"session_ids\": [\"e570f8dd-b59c-46a4-abb0-c20ca6deb496\", \"5bea9bf6-3759-4366-b28e-f9765fac4966\", \"3baa9e81-60be-47c5-807b-70d4f46f8b5d\", \"29525d02-1098-4509-a443-fd0f08926676\", \"8df382d3-32c1-4089-a7f8-f4f91b02ae7a\", \"ff317aee-a466-47a1-a3b9-97418941e516\", \"90fa72ec-01ce-45ac-83de-697101a3c4ab\", \"faa2d1db-4eeb-4e91-a889-28e6a2e1f000\", \"5b38ba5b-5b51-49c8-8b6b-ad6c2581f4f5\"], \"total_duration\": 9482.0, \"total_sessions\": 9, \"mean_week_duration\": 49.385}, \"31794\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-05 10:03:59.000000+00:00\", \"2019-09-26 14:45:54.000000+00:00\"], \"session_ids\": [\"22265b8c-28cb-4302-a083-90482c063b40\", \"afed6662-50c0-4bc9-b81d-889b6812214b\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 1.618}, \"63039\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-04 14:06:45.000000+00:00\", \"2019-10-29 23:34:46.000000+00:00\"], \"session_ids\": [\"c1122e44-187f-4d3f-ba17-4ced204aae4c\", \"430442b7-5838-4193-b332-8fda641488c6\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 1.121}, \"99398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-07 05:49:29.000000+00:00\", \"2023-03-07 04:03:04.000000+00:00\"], \"session_ids\": [\"fb1edd7c-cb73-4914-852a-30b131270d00\", \"ce34aa46-5d45-49d5-b58f-2ab6ebb2a830\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 1.551}, \"93458\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-19 05:40:23.000000+00:00\", \"2023-02-17 08:04:04.000000+00:00\", \"2019-11-19 20:24:45.000000+00:00\", \"2022-01-07 12:01:51.000000+00:00\", \"2020-09-22 13:06:24.000000+00:00\"], \"session_ids\": [\"87d8629c-94ec-495d-b9d1-fd243c3a6562\", \"2cb7d1df-8e84-4ee5-ae73-532dbc3573f9\", \"55b2ffd2-fe71-4997-b581-13636c69f9a0\", \"e7102aef-588b-4599-b243-33d52fbac494\", \"95200270-4705-4d77-b2c3-c7df55d0c14d\"], \"total_duration\": 101.0, \"total_sessions\": 5, \"mean_week_duration\": 0.594}, \"36167\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-12 20:12:27.000000+00:00\", \"2022-03-30 15:48:30.000000+00:00\"], \"session_ids\": [\"0c629059-d189-4256-9c15-aede426572a5\", \"c0483f5d-79ee-4491-a13d-490718546378\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.581}, \"4549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-07 07:45:16.000000+00:00\", \"2021-09-07 05:03:56.000000+00:00\"], \"session_ids\": [\"c063e3f7-fa09-49cf-99b8-424018db6dc6\", \"4cab825b-814e-4739-a654-9e0d2849064d\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 7.593}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 6 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33334\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-21 11:54:51.000000+00:00\", \"2022-09-14 16:54:08.000000+00:00\", \"2023-06-01 11:20:10.000000+00:00\", \"2019-09-27 18:28:57.000000+00:00\", \"2020-05-29 11:05:59.000000+00:00\", \"2022-10-30 09:56:37.000000+00:00\", \"2021-03-02 19:39:34.000000+00:00\", \"2020-08-17 21:20:42.000000+00:00\", \"2023-01-18 14:40:14.000000+00:00\"], \"session_ids\": [\"e570f8dd-b59c-46a4-abb0-c20ca6deb496\", \"5bea9bf6-3759-4366-b28e-f9765fac4966\", \"3baa9e81-60be-47c5-807b-70d4f46f8b5d\", \"29525d02-1098-4509-a443-fd0f08926676\", \"8df382d3-32c1-4089-a7f8-f4f91b02ae7a\", \"ff317aee-a466-47a1-a3b9-97418941e516\", \"90fa72ec-01ce-45ac-83de-697101a3c4ab\", \"faa2d1db-4eeb-4e91-a889-28e6a2e1f000\", \"5b38ba5b-5b51-49c8-8b6b-ad6c2581f4f5\"], \"total_duration\": 9482.0, \"total_sessions\": 9, \"mean_week_duration\": 49.385}}, {\"33471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-26 02:19:15.000000+00:00\", \"2019-12-08 20:35:19.000000+00:00\", \"2020-07-07 01:49:10.000000+00:00\"], \"session_ids\": [\"138e61c9-466d-406b-9bbb-a1be8795ef7d\", \"1ec499ed-8b9c-46b4-883c-198438836e36\", \"cc248b5c-07c3-40cd-8fa6-b9fb0021351a\"], \"total_duration\": 377.0, \"total_sessions\": 3, \"mean_week_duration\": 5.891}}, {\"93718\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-04-14 11:35:48.000000+00:00\", \"2021-11-15 10:38:14.000000+00:00\"], \"session_ids\": [\"ed391f80-9c90-4821-862f-4ce2a4939790\", \"8f000037-adf3-4aa3-9b3a-5e833d6feabc\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 4.324}}, {\"99398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-07 05:49:29.000000+00:00\", \"2023-03-07 04:03:04.000000+00:00\"], \"session_ids\": [\"fb1edd7c-cb73-4914-852a-30b131270d00\", \"ce34aa46-5d45-49d5-b58f-2ab6ebb2a830\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 1.551}}, {\"4549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-07 07:45:16.000000+00:00\", \"2021-09-07 05:03:56.000000+00:00\"], \"session_ids\": [\"c063e3f7-fa09-49cf-99b8-424018db6dc6\", \"4cab825b-814e-4739-a654-9e0d2849064d\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 7.593}}, {\"36167\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-12 20:12:27.000000+00:00\", \"2022-03-30 15:48:30.000000+00:00\"], \"session_ids\": [\"0c629059-d189-4256-9c15-aede426572a5\", \"c0483f5d-79ee-4491-a13d-490718546378\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.581}}]\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[{\"33334\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-21 11:54:51.000000+00:00\", \"2022-09-14 16:54:08.000000+00:00\", \"2023-06-01 11:20:10.000000+00:00\", \"2019-09-27 18:28:57.000000+00:00\", \"2020-05-29 11:05:59.000000+00:00\", \"2022-10-30 09:56:37.000000+00:00\", \"2021-03-02 19:39:34.000000+00:00\", \"2020-08-17 21:20:42.000000+00:00\", \"2023-01-18 14:40:14.000000+00:00\"], \"session_ids\": [\"e570f8dd-b59c-46a4-abb0-c20ca6deb496\", \"5bea9bf6-3759-4366-b28e-f9765fac4966\", \"3baa9e81-60be-47c5-807b-70d4f46f8b5d\", \"29525d02-1098-4509-a443-fd0f08926676\", \"8df382d3-32c1-4089-a7f8-f4f91b02ae7a\", \"ff317aee-a466-47a1-a3b9-97418941e516\", \"90fa72ec-01ce-45ac-83de-697101a3c4ab\", \"faa2d1db-4eeb-4e91-a889-28e6a2e1f000\", \"5b38ba5b-5b51-49c8-8b6b-ad6c2581f4f5\"], \"total_duration\": 9482.0, \"total_sessions\": 9, \"mean_week_duration\": 49.385}}, {\"33471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-26 02:19:15.000000+00:00\", \"2019-12-08 20:35:19.000000+00:00\", \"2020-07-07 01:49:10.000000+00:00\"], \"session_ids\": [\"138e61c9-466d-406b-9bbb-a1be8795ef7d\", \"1ec499ed-8b9c-46b4-883c-198438836e36\", \"cc248b5c-07c3-40cd-8fa6-b9fb0021351a\"], \"total_duration\": 377.0, \"total_sessions\": 3, \"mean_week_duration\": 5.891}}, {\"93718\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-04-14 11:35:48.000000+00:00\", \"2021-11-15 10:38:14.000000+00:00\"], \"session_ids\": [\"ed391f80-9c90-4821-862f-4ce2a4939790\", \"8f000037-adf3-4aa3-9b3a-5e833d6feabc\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 4.324}}, {\"99398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-07 05:49:29.000000+00:00\", \"2023-03-07 04:03:04.000000+00:00\"], \"session_ids\": [\"fb1edd7c-cb73-4914-852a-30b131270d00\", \"ce34aa46-5d45-49d5-b58f-2ab6ebb2a830\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 1.551}}, {\"4549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-07 07:45:16.000000+00:00\", \"2021-09-07 05:03:56.000000+00:00\"], \"session_ids\": [\"c063e3f7-fa09-49cf-99b8-424018db6dc6\", \"4cab825b-814e-4739-a654-9e0d2849064d\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 7.593}}, {\"36167\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-12 20:12:27.000000+00:00\", \"2022-03-30 15:48:30.000000+00:00\"], \"session_ids\": [\"0c629059-d189-4256-9c15-aede426572a5\", \"c0483f5d-79ee-4491-a13d-490718546378\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.581}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33334\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-21 11:54:51.000000+00:00\", \"2022-09-14 16:54:08.000000+00:00\", \"2023-06-01 11:20:10.000000+00:00\", \"2019-09-27 18:28:57.000000+00:00\", \"2020-05-29 11:05:59.000000+00:00\", \"2022-10-30 09:56:37.000000+00:00\", \"2021-03-02 19:39:34.000000+00:00\", \"2020-08-17 21:20:42.000000+00:00\", \"2023-01-18 14:40:14.000000+00:00\"], \"session_ids\": [\"e570f8dd-b59c-46a4-abb0-c20ca6deb496\", \"5bea9bf6-3759-4366-b28e-f9765fac4966\", \"3baa9e81-60be-47c5-807b-70d4f46f8b5d\", \"29525d02-1098-4509-a443-fd0f08926676\", \"8df382d3-32c1-4089-a7f8-f4f91b02ae7a\", \"ff317aee-a466-47a1-a3b9-97418941e516\", \"90fa72ec-01ce-45ac-83de-697101a3c4ab\", \"faa2d1db-4eeb-4e91-a889-28e6a2e1f000\", \"5b38ba5b-5b51-49c8-8b6b-ad6c2581f4f5\"], \"total_duration\": 9482.0, \"total_sessions\": 9, \"mean_week_duration\": 49.385}}, {\"33471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-26 02:19:15.000000+00:00\", \"2019-12-08 20:35:19.000000+00:00\", \"2020-07-07 01:49:10.000000+00:00\"], \"session_ids\": [\"138e61c9-466d-406b-9bbb-a1be8795ef7d\", \"1ec499ed-8b9c-46b4-883c-198438836e36\", \"cc248b5c-07c3-40cd-8fa6-b9fb0021351a\"], \"total_duration\": 377.0, \"total_sessions\": 3, \"mean_week_duration\": 5.891}}, {\"93718\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-04-14 11:35:48.000000+00:00\", \"2021-11-15 10:38:14.000000+00:00\"], \"session_ids\": [\"ed391f80-9c90-4821-862f-4ce2a4939790\", \"8f000037-adf3-4aa3-9b3a-5e833d6feabc\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 4.324}}, {\"99398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-07 05:49:29.000000+00:00\", \"2023-03-07 04:03:04.000000+00:00\"], \"session_ids\": [\"fb1edd7c-cb73-4914-852a-30b131270d00\", \"ce34aa46-5d45-49d5-b58f-2ab6ebb2a830\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 1.551}}, {\"4549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-07 07:45:16.000000+00:00\", \"2021-09-07 05:03:56.000000+00:00\"], \"session_ids\": [\"c063e3f7-fa09-49cf-99b8-424018db6dc6\", \"4cab825b-814e-4739-a654-9e0d2849064d\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 7.593}}, {\"36167\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-12 20:12:27.000000+00:00\", \"2022-03-30 15:48:30.000000+00:00\"], \"session_ids\": [\"0c629059-d189-4256-9c15-aede426572a5\", \"c0483f5d-79ee-4491-a13d-490718546378\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.581}}]\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[{\"33334\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-21 11:54:51.000000+00:00\", \"2022-09-14 16:54:08.000000+00:00\", \"2023-06-01 11:20:10.000000+00:00\", \"2019-09-27 18:28:57.000000+00:00\", \"2020-05-29 11:05:59.000000+00:00\", \"2022-10-30 09:56:37.000000+00:00\", \"2021-03-02 19:39:34.000000+00:00\", \"2020-08-17 21:20:42.000000+00:00\", \"2023-01-18 14:40:14.000000+00:00\"], \"session_ids\": [\"e570f8dd-b59c-46a4-abb0-c20ca6deb496\", \"5bea9bf6-3759-4366-b28e-f9765fac4966\", \"3baa9e81-60be-47c5-807b-70d4f46f8b5d\", \"29525d02-1098-4509-a443-fd0f08926676\", \"8df382d3-32c1-4089-a7f8-f4f91b02ae7a\", \"ff317aee-a466-47a1-a3b9-97418941e516\", \"90fa72ec-01ce-45ac-83de-697101a3c4ab\", \"faa2d1db-4eeb-4e91-a889-28e6a2e1f000\", \"5b38ba5b-5b51-49c8-8b6b-ad6c2581f4f5\"], \"total_duration\": 9482.0, \"total_sessions\": 9, \"mean_week_duration\": 49.385}}, {\"33471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-26 02:19:15.000000+00:00\", \"2019-12-08 20:35:19.000000+00:00\", \"2020-07-07 01:49:10.000000+00:00\"], \"session_ids\": [\"138e61c9-466d-406b-9bbb-a1be8795ef7d\", \"1ec499ed-8b9c-46b4-883c-198438836e36\", \"cc248b5c-07c3-40cd-8fa6-b9fb0021351a\"], \"total_duration\": 377.0, \"total_sessions\": 3, \"mean_week_duration\": 5.891}}, {\"93718\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-04-14 11:35:48.000000+00:00\", \"2021-11-15 10:38:14.000000+00:00\"], \"session_ids\": [\"ed391f80-9c90-4821-862f-4ce2a4939790\", \"8f000037-adf3-4aa3-9b3a-5e833d6feabc\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 4.324}}, {\"99398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-07 05:49:29.000000+00:00\", \"2023-03-07 04:03:04.000000+00:00\"], \"session_ids\": [\"fb1edd7c-cb73-4914-852a-30b131270d00\", \"ce34aa46-5d45-49d5-b58f-2ab6ebb2a830\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 1.551}}, {\"4549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-07 07:45:16.000000+00:00\", \"2021-09-07 05:03:56.000000+00:00\"], \"session_ids\": [\"c063e3f7-fa09-49cf-99b8-424018db6dc6\", \"4cab825b-814e-4739-a654-9e0d2849064d\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 7.593}}, {\"36167\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-12 20:12:27.000000+00:00\", \"2022-03-30 15:48:30.000000+00:00\"], \"session_ids\": [\"0c629059-d189-4256-9c15-aede426572a5\", \"c0483f5d-79ee-4491-a13d-490718546378\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.581}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 5 users pieces of information whose cities are Oslo, Bangkok plus sort by city title ascendingly in addition save only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-08 11:33:03.000000+00:00\", \"2022-11-01 07:04:51.000000+00:00\", \"2019-10-21 19:22:42.000000+00:00\"], \"session_ids\": [\"08b85c31-453c-4955-a2b6-6f9e662f91d7\", \"b108003a-65f0-4668-823d-dc8a55c067fd\", \"493664ed-d9b1-42c8-aa3d-083a97c20cfe\"], \"total_duration\": 107.0, \"total_sessions\": 3, \"mean_week_duration\": 0.677}, \"51459\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-29 10:35:06.000000+00:00\", \"2021-01-20 16:29:18.000000+00:00\"], \"session_ids\": [\"19264b99-2293-4b93-977d-8745e4c672b5\", \"c92321dd-763c-4004-bed7-b784c46afd9b\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 3.288}, \"22647\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-09 05:16:34.000000+00:00\", \"2020-07-16 08:31:22.000000+00:00\"], \"session_ids\": [\"427d34cd-07d9-4e9d-b371-d9b5943b0dd0\", \"4be13455-9e88-454b-b0a8-01239e8dc4be\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.248}, \"44235\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-12-25 03:27:38.000000+00:00\", \"2022-06-19 18:21:12.000000+00:00\"], \"session_ids\": [\"36a9d861-584c-4e0d-8869-843552f02c25\", \"4cd7ce6f-fa05-4b58-bcd1-6ddeb1fb803d\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 4.513}, \"75991\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-03-12 22:19:59.000000+00:00\", \"2022-06-12 22:45:58.000000+00:00\", \"2022-07-20 23:11:07.000000+00:00\", \"2022-06-02 00:31:21.000000+00:00\", \"2022-02-13 15:26:38.000000+00:00\"], \"session_ids\": [\"b94b69e3-1c5d-40a4-8460-1d2e94e4c97d\", \"93e8ddbc-9599-4a17-8cd7-6f8cdcd82cdc\", \"b278e0bd-9dc1-4b6d-8c1b-674960979258\", \"046c6910-1063-47e5-87b7-55932d5da0a5\", \"d1558348-27f9-4690-9cae-46dc3134b2a8\"], \"total_duration\": 380.0, \"total_sessions\": 5, \"mean_week_duration\": 5.352}, \"46926\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-19 20:10:41.000000+00:00\", \"2020-05-19 02:36:04.000000+00:00\"], \"session_ids\": [\"12f22c1f-46c3-4044-a2ad-67831ceebed7\", \"d01c89b9-bf46-4bf6-a7fc-2fd4ccc59f58\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.754}, \"24864\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-06-01 04:36:31.000000+00:00\", \"2019-11-20 14:26:53.000000+00:00\"], \"session_ids\": [\"a247cc3e-d048-404e-8da8-cb40105f37a8\", \"f4a93545-1dac-4dcb-8344-28c3a088e02b\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.607}, \"25317\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-10 10:09:57.000000+00:00\", \"2019-08-03 17:08:10.000000+00:00\"], \"session_ids\": [\"5d82fb03-caeb-4b14-8eda-6f8e7c83cbed\", \"c87543ab-bffb-4c1c-bc42-087768c482a4\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.465}, \"31399\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-25 15:08:35.000000+00:00\", \"2019-08-06 06:17:22.000000+00:00\"], \"session_ids\": [\"e8362a74-f9a2-4cec-b3ce-5067b788eea9\", \"3db6f867-e36b-4b86-bb97-7b1c30c8409a\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 1.02}, \"78498\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-04 00:17:35.000000+00:00\", \"2019-12-03 13:05:31.000000+00:00\"], \"session_ids\": [\"6ecf2294-2611-4033-8324-a77cb0ae9e17\", \"a3684bff-1772-49c1-9ba4-b5d045710dff\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 1.721}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Oslo, Bangkok"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Oslo\", \"Bangkok\"]]}}}\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 finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 8 users who have mean week duration less than 33 (not including) and greater than 19 , carry out sorting by all sessions quantity form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87322\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-15 17:06:04.000000+00:00\", \"2021-02-01 23:50:58.000000+00:00\"], \"session_ids\": [\"23bbb94c-e23b-448d-93bc-cbe1bf8f2297\", \"84bbe3a9-670a-455b-a1b5-66feb31eae5d\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 3.892}, \"29607\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-07-17 15:59:43.000000+00:00\", \"2019-08-29 08:46:50.000000+00:00\"], \"session_ids\": [\"d0d621c1-8f42-4f68-8659-91c4f9840dd6\", \"377aa77b-e2ab-4e9a-b27c-a7872b751026\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 9.723}, \"80120\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-17 15:30:15.000000+00:00\", \"2022-05-17 01:20:58.000000+00:00\"], \"session_ids\": [\"59019ad1-12cc-412f-a788-064c4e7decf2\", \"bdb5e7e9-1664-4ec7-88a2-d7f803bf7e9c\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 2.6}, \"6609\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-20 23:19:07.000000+00:00\", \"2022-05-07 09:05:18.000000+00:00\", \"2021-10-24 15:43:49.000000+00:00\"], \"session_ids\": [\"0d0f62e3-3daf-4d29-95f2-d3233c0f6b50\", \"cbc0cfa9-3d3c-4f4d-87a6-f75ea0ceff11\", \"6320db01-ae92-49e2-9875-d877f936d0a0\"], \"total_duration\": 506.0, \"total_sessions\": 3, \"mean_week_duration\": 7.441}, \"52659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-09 17:07:57.000000+00:00\", \"2020-12-01 16:01:52.000000+00:00\", \"2019-07-12 07:10:09.000000+00:00\", \"2022-09-01 11:47:50.000000+00:00\", \"2021-02-16 11:07:22.000000+00:00\", \"2022-07-06 15:11:17.000000+00:00\", \"2019-06-23 09:41:30.000000+00:00\", \"2021-01-31 04:45:24.000000+00:00\", \"2021-06-13 08:24:55.000000+00:00\"], \"session_ids\": [\"d6d04552-a4e4-4a80-a9f9-5c4728b6cfee\", \"2822ba27-f8ab-4869-b5c4-234ec30c561a\", \"ab76ceb8-5b8f-44d4-828a-953ab98a39d3\", \"e912d27e-4742-46a4-9c27-e40df79e7f9c\", \"3b20afb4-871a-416a-8e7f-c0ddf43369fd\", \"6213fd8c-2d7e-4835-9e66-b9b8aa378e15\", \"77b0a89c-e848-4941-a7a0-03081136c2ae\", \"d93e343c-1d17-4008-a7a1-4960472c5c2c\", \"b2740947-0983-48bc-a068-23fdf62ffe8a\"], \"total_duration\": 2137.0, \"total_sessions\": 9, \"mean_week_duration\": 12.796}, \"45908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-08-21 08:36:20.000000+00:00\", \"2022-12-01 18:30:23.000000+00:00\"], \"session_ids\": [\"f4f4ff78-ecfe-47e4-aee5-dbea67382e99\", \"6bcb33b6-aef6-416e-8255-e4b2f3b34cfb\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 3.851}, \"33877\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-13 06:32:16.000000+00:00\", \"2023-06-16 04:54:46.000000+00:00\"], \"session_ids\": [\"716ca185-230f-472b-9bef-a2545a4b8e73\", \"4400bf71-58c2-4010-9bcb-5a47c8fd8f82\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 2.786}, \"20191\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-05-29 13:43:49.000000+00:00\", \"2021-04-08 16:23:20.000000+00:00\", \"2020-10-04 02:06:51.000000+00:00\", \"2023-03-04 03:09:23.000000+00:00\"], \"session_ids\": [\"40a0e809-a383-42d8-9e89-72f0a4c97aee\", \"178ff455-660d-404c-9569-5b890b3c813e\", \"4ef32bb5-3ffb-4cce-99d2-ca3487de1d4a\", \"0355f9d2-4429-46a5-9cd2-c600e322a660\"], \"total_duration\": 1978.0, \"total_sessions\": 4, \"mean_week_duration\": 10.041}, \"8676\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2023-03-10 21:54:28.000000+00:00\", \"2020-10-11 00:35:34.000000+00:00\"], \"session_ids\": [\"2c083a6a-3318-4276-89de-e955eb53d173\", \"c9acc743-3c96-45df-a03b-0c44059d268b\"], \"total_duration\": 448.0, \"total_sessions\": 2, \"mean_week_duration\": 3.556}, \"34290\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-14 23:00:21.000000+00:00\", \"2019-01-12 10:00:03.000000+00:00\", \"2021-05-09 13:02:42.000000+00:00\", \"2020-12-05 00:34:36.000000+00:00\", \"2020-09-01 13:13:25.000000+00:00\", \"2023-02-05 16:14:07.000000+00:00\", \"2020-07-03 13:55:36.000000+00:00\", \"2020-08-10 06:59:06.000000+00:00\", \"2020-06-29 19:37:43.000000+00:00\", \"2021-12-04 00:00:35.000000+00:00\"], \"session_ids\": [\"e7b30612-e96b-4c2b-83a6-54540d6a761f\", \"e746fd94-0dad-4e2e-8b20-f089076ca0ea\", \"6cc99cc0-a087-48db-b1da-7b07c8b74c2f\", \"f29000c2-6785-4f99-aa60-03092808ed46\", \"73aad5b5-cab0-4b26-9507-afedab389841\", \"3111bca6-9e35-4ba8-a6d6-2e5acb626885\", \"6703f192-ed65-43bf-a636-b8a402132aed\", \"6c9ac68d-546d-404b-ab8e-0a2d052f979e\", \"02ec7034-6187-4d1b-bc43-8f2d4e4bb15e\", \"2a69890b-efa0-4a4f-a624-5ad590f6d471\"], \"total_duration\": 193.0, \"total_sessions\": 10, \"mean_week_duration\": 0.906}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 19 and are less than 33"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[19, 33]]}}}\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 finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 4 users whose total_sessions is same as 2 as well as implement sorting by urban title in asc + provide me only with 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90174\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-26 16:58:32.000000+00:00\", \"2019-05-12 23:45:38.000000+00:00\"], \"session_ids\": [\"fc2795a0-83e2-47a3-adff-6cd4fd2928b7\", \"fe49dfb4-8ca8-46d2-b76a-8ab44de4c11d\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.423}, \"37708\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-10 04:44:56.000000+00:00\", \"2020-06-25 13:49:06.000000+00:00\", \"2022-10-11 02:50:28.000000+00:00\", \"2021-12-12 16:17:47.000000+00:00\", \"2021-03-22 14:25:54.000000+00:00\"], \"session_ids\": [\"b8fdf650-fdaf-46a4-9373-a5a2d5502973\", \"f8d6b9d2-a14e-44b4-a43a-4990702fe8d8\", \"efd07a1b-8391-40e2-8d03-263ee172c00b\", \"5e708714-7462-4585-b7dd-757e7f6b8c19\", \"2a5b5c20-5c2d-4b38-bb89-d1b8756f56af\"], \"total_duration\": 107.0, \"total_sessions\": 5, \"mean_week_duration\": 0.863}, \"21074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-04 19:31:43.000000+00:00\", \"2021-04-26 10:57:52.000000+00:00\"], \"session_ids\": [\"b8bb275a-cc18-496b-94cb-137e8a823711\", \"560003f4-09af-42f5-972f-473cad1a0301\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}, \"50603\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-11 05:00:52.000000+00:00\", \"2020-08-22 04:21:48.000000+00:00\"], \"session_ids\": [\"f4dbd132-5e93-49c6-b4e7-eb095839ba6b\", \"b5efa0b9-60c2-47d3-b4da-66d2617c49bc\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.418}, \"19505\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-30 19:33:14.000000+00:00\", \"2023-05-03 21:53:30.000000+00:00\"], \"session_ids\": [\"5ee2d150-83a8-4d40-a3d9-2e9049c27f6e\", \"fab97420-caf9-4aae-90bb-8325aa074b87\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.444}, \"81404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-06-07 19:49:13.000000+00:00\", \"2019-07-24 13:35:14.000000+00:00\", \"2021-01-03 20:21:32.000000+00:00\"], \"session_ids\": [\"f326526f-8c62-4e5f-96a8-c583c87675a5\", \"06854fc3-d93b-4db3-a4d4-1d4913c459c0\", \"450a8026-e9a5-4996-8935-3d1ef0ed9f7b\"], \"total_duration\": 374.0, \"total_sessions\": 3, \"mean_week_duration\": 3.816}, \"43180\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-01-10 11:19:55.000000+00:00\", \"2022-12-10 21:39:28.000000+00:00\", \"2022-05-10 18:51:43.000000+00:00\", \"2019-08-06 16:58:56.000000+00:00\", \"2021-06-08 18:57:34.000000+00:00\", \"2022-11-01 18:07:53.000000+00:00\"], \"session_ids\": [\"b6bfce25-a5a4-4152-88a2-8f641a402b89\", \"b67520d2-88ae-48d0-b065-4d2be7ed8033\", \"b6252401-ef4e-46a2-be34-160eb2291ab6\", \"bcb8cabb-0a2f-4929-bc17-7ceaedf574ab\", \"c828a03f-45b6-4cee-a18d-b4ae94e4a1ae\", \"eddd9ca4-5ac2-4c7e-b495-a4167375669b\"], \"total_duration\": 5745.0, \"total_sessions\": 6, \"mean_week_duration\": 32.829}, \"33923\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-09 00:43:07.000000+00:00\", \"2021-04-23 08:49:21.000000+00:00\", \"2022-10-07 05:06:07.000000+00:00\"], \"session_ids\": [\"cbbf020b-8045-4b41-86c5-f8e3e18e1401\", \"7ae9d7de-f111-45aa-98d8-c6d566c44b91\", \"85ee116c-7686-48f9-8083-4da79e75d3e5\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 0.373}, \"33370\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-29 05:45:14.000000+00:00\", \"2021-03-04 14:29:58.000000+00:00\", \"2020-02-07 04:12:36.000000+00:00\", \"2019-12-12 07:42:09.000000+00:00\"], \"session_ids\": [\"9945e730-be3f-4d7b-ac4d-4f8fb575463a\", \"d68051fd-a740-4012-9462-0fd5b85875b3\", \"65ad95d2-c521-42a9-bd6d-c4e5a0bd370a\", \"f13b240c-1d0b-40a6-a76d-aba49dde2b29\"], \"total_duration\": 38.0, \"total_sessions\": 4, \"mean_week_duration\": 0.404}, \"94487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-28 06:26:43.000000+00:00\", \"2019-08-02 02:37:42.000000+00:00\"], \"session_ids\": [\"9ece4cba-4b69-4341-a8a3-2d6dad2310d1\", \"5fa56b78-d165-49b7-952d-52f80e7f43ea\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 3.588}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[2, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90174\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-26 16:58:32.000000+00:00\", \"2019-05-12 23:45:38.000000+00:00\"], \"session_ids\": [\"fc2795a0-83e2-47a3-adff-6cd4fd2928b7\", \"fe49dfb4-8ca8-46d2-b76a-8ab44de4c11d\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.423}, \"21074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-04 19:31:43.000000+00:00\", \"2021-04-26 10:57:52.000000+00:00\"], \"session_ids\": [\"b8bb275a-cc18-496b-94cb-137e8a823711\", \"560003f4-09af-42f5-972f-473cad1a0301\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}, \"50603\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-11 05:00:52.000000+00:00\", \"2020-08-22 04:21:48.000000+00:00\"], \"session_ids\": [\"f4dbd132-5e93-49c6-b4e7-eb095839ba6b\", \"b5efa0b9-60c2-47d3-b4da-66d2617c49bc\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.418}, \"19505\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-30 19:33:14.000000+00:00\", \"2023-05-03 21:53:30.000000+00:00\"], \"session_ids\": [\"5ee2d150-83a8-4d40-a3d9-2e9049c27f6e\", \"fab97420-caf9-4aae-90bb-8325aa074b87\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.444}, \"94487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-28 06:26:43.000000+00:00\", \"2019-08-02 02:37:42.000000+00:00\"], \"session_ids\": [\"9ece4cba-4b69-4341-a8a3-2d6dad2310d1\", \"5fa56b78-d165-49b7-952d-52f80e7f43ea\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 3.588}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50603\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-11 05:00:52.000000+00:00\", \"2020-08-22 04:21:48.000000+00:00\"], \"session_ids\": [\"f4dbd132-5e93-49c6-b4e7-eb095839ba6b\", \"b5efa0b9-60c2-47d3-b4da-66d2617c49bc\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.418}}, {\"21074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-04 19:31:43.000000+00:00\", \"2021-04-26 10:57:52.000000+00:00\"], \"session_ids\": [\"b8bb275a-cc18-496b-94cb-137e8a823711\", \"560003f4-09af-42f5-972f-473cad1a0301\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}}, {\"19505\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-30 19:33:14.000000+00:00\", \"2023-05-03 21:53:30.000000+00:00\"], \"session_ids\": [\"5ee2d150-83a8-4d40-a3d9-2e9049c27f6e\", \"fab97420-caf9-4aae-90bb-8325aa074b87\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.444}}, {\"94487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-28 06:26:43.000000+00:00\", \"2019-08-02 02:37:42.000000+00:00\"], \"session_ids\": [\"9ece4cba-4b69-4341-a8a3-2d6dad2310d1\", \"5fa56b78-d165-49b7-952d-52f80e7f43ea\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 3.588}}, {\"90174\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-26 16:58:32.000000+00:00\", \"2019-05-12 23:45:38.000000+00:00\"], \"session_ids\": [\"fc2795a0-83e2-47a3-adff-6cd4fd2928b7\", \"fe49dfb4-8ca8-46d2-b76a-8ab44de4c11d\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.423}}]\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[{\"50603\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-11 05:00:52.000000+00:00\", \"2020-08-22 04:21:48.000000+00:00\"], \"session_ids\": [\"f4dbd132-5e93-49c6-b4e7-eb095839ba6b\", \"b5efa0b9-60c2-47d3-b4da-66d2617c49bc\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.418}}, {\"21074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-04 19:31:43.000000+00:00\", \"2021-04-26 10:57:52.000000+00:00\"], \"session_ids\": [\"b8bb275a-cc18-496b-94cb-137e8a823711\", \"560003f4-09af-42f5-972f-473cad1a0301\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}}, {\"19505\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-30 19:33:14.000000+00:00\", \"2023-05-03 21:53:30.000000+00:00\"], \"session_ids\": [\"5ee2d150-83a8-4d40-a3d9-2e9049c27f6e\", \"fab97420-caf9-4aae-90bb-8325aa074b87\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.444}}]\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[{\"50603\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-11 05:00:52.000000+00:00\", \"2020-08-22 04:21:48.000000+00:00\"], \"session_ids\": [\"f4dbd132-5e93-49c6-b4e7-eb095839ba6b\", \"b5efa0b9-60c2-47d3-b4da-66d2617c49bc\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.418}}, {\"21074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-04 19:31:43.000000+00:00\", \"2021-04-26 10:57:52.000000+00:00\"], \"session_ids\": [\"b8bb275a-cc18-496b-94cb-137e8a823711\", \"560003f4-09af-42f5-972f-473cad1a0301\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}}, {\"19505\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-30 19:33:14.000000+00:00\", \"2023-05-03 21:53:30.000000+00:00\"], \"session_ids\": [\"5ee2d150-83a8-4d40-a3d9-2e9049c27f6e\", \"fab97420-caf9-4aae-90bb-8325aa074b87\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.444}}]\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 5 users who are leading users based on total duration amount and in addition sort by name of the town desc."
}
] |
[
{
"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{\"66770\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-25 01:54:16.000000+00:00\", \"2019-03-11 22:44:20.000000+00:00\", \"2021-10-08 18:31:19.000000+00:00\"], \"session_ids\": [\"f05d3940-7553-49c2-a09c-2552e0ae35c1\", \"65d16bf7-1780-40c8-a2a5-9c3035fbb50d\", \"981f6eba-5281-4e71-8f9e-c0afa526452e\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 1.401}, \"14864\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-15 05:16:58.000000+00:00\", \"2020-06-01 20:22:24.000000+00:00\", \"2023-03-11 01:41:11.000000+00:00\"], \"session_ids\": [\"5349bc2b-e450-4741-8feb-660b15facb87\", \"2ef32c74-8e13-46d0-a955-f7c2b47cb85b\", \"01bd23df-c314-400d-b905-486cea29bfcd\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.276}, \"28197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-02 22:13:40.000000+00:00\", \"2020-07-09 14:55:12.000000+00:00\", \"2020-02-24 18:34:21.000000+00:00\"], \"session_ids\": [\"0e5b03b6-f0bb-4180-9379-b10c1727a9f9\", \"3891aec4-380f-43c9-9ed1-980e5dd9c600\", \"6277b0cd-30a1-45da-8809-b8f9fe323150\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 6.03}, \"22995\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-12 16:25:33.000000+00:00\", \"2019-06-29 00:05:26.000000+00:00\", \"2019-12-10 12:29:36.000000+00:00\"], \"session_ids\": [\"8f352c0f-8abf-47bd-bfe3-dd4cb74c3d45\", \"74972093-fbe4-4701-881b-523957638ffa\", \"4c7de664-8e0d-4804-b62b-9f0f964682e9\"], \"total_duration\": 193.0, \"total_sessions\": 3, \"mean_week_duration\": 1.043}, \"48336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-21 19:00:38.000000+00:00\", \"2019-08-30 17:25:34.000000+00:00\", \"2023-01-03 06:03:56.000000+00:00\", \"2022-07-31 11:09:36.000000+00:00\"], \"session_ids\": [\"ae02d487-77bd-453f-8443-ddaa3af7aa31\", \"0b3a281c-af95-47b3-83b3-51f2adad512c\", \"55c56032-0e14-4db9-9cbc-c79a22c3b028\", \"ac2876a1-d096-4c03-990c-3a51697b61e8\"], \"total_duration\": 304.0, \"total_sessions\": 4, \"mean_week_duration\": 1.737}, \"72069\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-03-19 19:02:55.000000+00:00\", \"2019-08-22 15:36:38.000000+00:00\", \"2019-01-06 23:40:13.000000+00:00\", \"2019-10-29 04:23:58.000000+00:00\", \"2019-01-06 20:46:35.000000+00:00\", \"2022-02-12 10:24:37.000000+00:00\", \"2021-12-21 06:13:33.000000+00:00\", \"2019-05-04 19:43:01.000000+00:00\"], \"session_ids\": [\"a9504418-dc8e-4716-9d5b-3b02e32a14d8\", \"5b6493c1-2e5a-4480-958d-de3bc0ed50dd\", \"d0bef5fe-0f92-433c-baff-7448e2a6d597\", \"a478d92b-e759-45aa-8e6e-2e7e88293a93\", \"0f170d77-d6f3-43c4-ab24-e1c43789b971\", \"0348b658-ef4c-4d53-b2c5-4b12cf053b56\", \"e5738af2-49f2-41fb-b20f-617dc9f203b5\", \"2cc89389-bb5c-4ead-be33-b07c9c4f09bd\"], \"total_duration\": 265.0, \"total_sessions\": 8, \"mean_week_duration\": 1.587}, \"72252\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-02-12 06:33:49.000000+00:00\", \"2023-05-07 12:47:22.000000+00:00\"], \"session_ids\": [\"5653e9f0-198d-4b18-a176-52ddf8e2426f\", \"2eaea18a-0757-49b7-9abf-ddb954922272\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.45}, \"3115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-02 02:06:11.000000+00:00\", \"2021-09-19 13:26:48.000000+00:00\", \"2020-07-23 12:42:34.000000+00:00\", \"2022-08-06 21:40:08.000000+00:00\", \"2019-12-20 22:03:29.000000+00:00\"], \"session_ids\": [\"447f592d-27b9-44d7-bc2b-328c8a52607b\", \"6cf4ece7-da1d-4d68-91cf-2b18da77568f\", \"637f0a54-7f91-4272-8faa-d470be939ef7\", \"73e52496-81d6-4e7f-92b3-4b976647984f\", \"5b8005a4-1de0-4889-a8e1-17b7c9dc0cd6\"], \"total_duration\": 910.0, \"total_sessions\": 5, \"mean_week_duration\": 5.482}, \"66703\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-18 12:39:18.000000+00:00\", \"2019-12-29 17:46:13.000000+00:00\"], \"session_ids\": [\"24af8741-a577-4fb9-a6b7-721f8c169bb4\", \"317bf342-f6a6-4751-9cc4-3048e336b836\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 23.0}, \"90720\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-15 09:12:09.000000+00:00\", \"2023-04-27 06:56:11.000000+00:00\"], \"session_ids\": [\"39b6e450-2771-425c-b3cf-729b39f47ff7\", \"1ffa23e2-485e-44ca-98a1-4c213bbe9eec\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.143}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 5 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 5}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-02 02:06:11.000000+00:00\", \"2021-09-19 13:26:48.000000+00:00\", \"2020-07-23 12:42:34.000000+00:00\", \"2022-08-06 21:40:08.000000+00:00\", \"2019-12-20 22:03:29.000000+00:00\"], \"session_ids\": [\"447f592d-27b9-44d7-bc2b-328c8a52607b\", \"6cf4ece7-da1d-4d68-91cf-2b18da77568f\", \"637f0a54-7f91-4272-8faa-d470be939ef7\", \"73e52496-81d6-4e7f-92b3-4b976647984f\", \"5b8005a4-1de0-4889-a8e1-17b7c9dc0cd6\"], \"total_duration\": 910.0, \"total_sessions\": 5, \"mean_week_duration\": 5.482}}, {\"28197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-02 22:13:40.000000+00:00\", \"2020-07-09 14:55:12.000000+00:00\", \"2020-02-24 18:34:21.000000+00:00\"], \"session_ids\": [\"0e5b03b6-f0bb-4180-9379-b10c1727a9f9\", \"3891aec4-380f-43c9-9ed1-980e5dd9c600\", \"6277b0cd-30a1-45da-8809-b8f9fe323150\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 6.03}}, {\"48336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-21 19:00:38.000000+00:00\", \"2019-08-30 17:25:34.000000+00:00\", \"2023-01-03 06:03:56.000000+00:00\", \"2022-07-31 11:09:36.000000+00:00\"], \"session_ids\": [\"ae02d487-77bd-453f-8443-ddaa3af7aa31\", \"0b3a281c-af95-47b3-83b3-51f2adad512c\", \"55c56032-0e14-4db9-9cbc-c79a22c3b028\", \"ac2876a1-d096-4c03-990c-3a51697b61e8\"], \"total_duration\": 304.0, \"total_sessions\": 4, \"mean_week_duration\": 1.737}}, {\"66770\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-25 01:54:16.000000+00:00\", \"2019-03-11 22:44:20.000000+00:00\", \"2021-10-08 18:31:19.000000+00:00\"], \"session_ids\": [\"f05d3940-7553-49c2-a09c-2552e0ae35c1\", \"65d16bf7-1780-40c8-a2a5-9c3035fbb50d\", \"981f6eba-5281-4e71-8f9e-c0afa526452e\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 1.401}}, {\"66703\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-18 12:39:18.000000+00:00\", \"2019-12-29 17:46:13.000000+00:00\"], \"session_ids\": [\"24af8741-a577-4fb9-a6b7-721f8c169bb4\", \"317bf342-f6a6-4751-9cc4-3048e336b836\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 23.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"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[{\"3115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-02 02:06:11.000000+00:00\", \"2021-09-19 13:26:48.000000+00:00\", \"2020-07-23 12:42:34.000000+00:00\", \"2022-08-06 21:40:08.000000+00:00\", \"2019-12-20 22:03:29.000000+00:00\"], \"session_ids\": [\"447f592d-27b9-44d7-bc2b-328c8a52607b\", \"6cf4ece7-da1d-4d68-91cf-2b18da77568f\", \"637f0a54-7f91-4272-8faa-d470be939ef7\", \"73e52496-81d6-4e7f-92b3-4b976647984f\", \"5b8005a4-1de0-4889-a8e1-17b7c9dc0cd6\"], \"total_duration\": 910.0, \"total_sessions\": 5, \"mean_week_duration\": 5.482}}, {\"48336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-21 19:00:38.000000+00:00\", \"2019-08-30 17:25:34.000000+00:00\", \"2023-01-03 06:03:56.000000+00:00\", \"2022-07-31 11:09:36.000000+00:00\"], \"session_ids\": [\"ae02d487-77bd-453f-8443-ddaa3af7aa31\", \"0b3a281c-af95-47b3-83b3-51f2adad512c\", \"55c56032-0e14-4db9-9cbc-c79a22c3b028\", \"ac2876a1-d096-4c03-990c-3a51697b61e8\"], \"total_duration\": 304.0, \"total_sessions\": 4, \"mean_week_duration\": 1.737}}, {\"66770\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-25 01:54:16.000000+00:00\", \"2019-03-11 22:44:20.000000+00:00\", \"2021-10-08 18:31:19.000000+00:00\"], \"session_ids\": [\"f05d3940-7553-49c2-a09c-2552e0ae35c1\", \"65d16bf7-1780-40c8-a2a5-9c3035fbb50d\", \"981f6eba-5281-4e71-8f9e-c0afa526452e\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 1.401}}, {\"66703\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-18 12:39:18.000000+00:00\", \"2019-12-29 17:46:13.000000+00:00\"], \"session_ids\": [\"24af8741-a577-4fb9-a6b7-721f8c169bb4\", \"317bf342-f6a6-4751-9cc4-3048e336b836\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 23.0}}, {\"28197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-02 22:13:40.000000+00:00\", \"2020-07-09 14:55:12.000000+00:00\", \"2020-02-24 18:34:21.000000+00:00\"], \"session_ids\": [\"0e5b03b6-f0bb-4180-9379-b10c1727a9f9\", \"3891aec4-380f-43c9-9ed1-980e5dd9c600\", \"6277b0cd-30a1-45da-8809-b8f9fe323150\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 6.03}}]\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[{\"3115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-02 02:06:11.000000+00:00\", \"2021-09-19 13:26:48.000000+00:00\", \"2020-07-23 12:42:34.000000+00:00\", \"2022-08-06 21:40:08.000000+00:00\", \"2019-12-20 22:03:29.000000+00:00\"], \"session_ids\": [\"447f592d-27b9-44d7-bc2b-328c8a52607b\", \"6cf4ece7-da1d-4d68-91cf-2b18da77568f\", \"637f0a54-7f91-4272-8faa-d470be939ef7\", \"73e52496-81d6-4e7f-92b3-4b976647984f\", \"5b8005a4-1de0-4889-a8e1-17b7c9dc0cd6\"], \"total_duration\": 910.0, \"total_sessions\": 5, \"mean_week_duration\": 5.482}}, {\"48336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-21 19:00:38.000000+00:00\", \"2019-08-30 17:25:34.000000+00:00\", \"2023-01-03 06:03:56.000000+00:00\", \"2022-07-31 11:09:36.000000+00:00\"], \"session_ids\": [\"ae02d487-77bd-453f-8443-ddaa3af7aa31\", \"0b3a281c-af95-47b3-83b3-51f2adad512c\", \"55c56032-0e14-4db9-9cbc-c79a22c3b028\", \"ac2876a1-d096-4c03-990c-3a51697b61e8\"], \"total_duration\": 304.0, \"total_sessions\": 4, \"mean_week_duration\": 1.737}}, {\"66770\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-25 01:54:16.000000+00:00\", \"2019-03-11 22:44:20.000000+00:00\", \"2021-10-08 18:31:19.000000+00:00\"], \"session_ids\": [\"f05d3940-7553-49c2-a09c-2552e0ae35c1\", \"65d16bf7-1780-40c8-a2a5-9c3035fbb50d\", \"981f6eba-5281-4e71-8f9e-c0afa526452e\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 1.401}}, {\"66703\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-18 12:39:18.000000+00:00\", \"2019-12-29 17:46:13.000000+00:00\"], \"session_ids\": [\"24af8741-a577-4fb9-a6b7-721f8c169bb4\", \"317bf342-f6a6-4751-9cc4-3048e336b836\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 23.0}}, {\"28197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-02 22:13:40.000000+00:00\", \"2020-07-09 14:55:12.000000+00:00\", \"2020-02-24 18:34:21.000000+00:00\"], \"session_ids\": [\"0e5b03b6-f0bb-4180-9379-b10c1727a9f9\", \"3891aec4-380f-43c9-9ed1-980e5dd9c600\", \"6277b0cd-30a1-45da-8809-b8f9fe323150\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 6.03}}]\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[{\"3115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-02 02:06:11.000000+00:00\", \"2021-09-19 13:26:48.000000+00:00\", \"2020-07-23 12:42:34.000000+00:00\", \"2022-08-06 21:40:08.000000+00:00\", \"2019-12-20 22:03:29.000000+00:00\"], \"session_ids\": [\"447f592d-27b9-44d7-bc2b-328c8a52607b\", \"6cf4ece7-da1d-4d68-91cf-2b18da77568f\", \"637f0a54-7f91-4272-8faa-d470be939ef7\", \"73e52496-81d6-4e7f-92b3-4b976647984f\", \"5b8005a4-1de0-4889-a8e1-17b7c9dc0cd6\"], \"total_duration\": 910.0, \"total_sessions\": 5, \"mean_week_duration\": 5.482}}, {\"48336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-21 19:00:38.000000+00:00\", \"2019-08-30 17:25:34.000000+00:00\", \"2023-01-03 06:03:56.000000+00:00\", \"2022-07-31 11:09:36.000000+00:00\"], \"session_ids\": [\"ae02d487-77bd-453f-8443-ddaa3af7aa31\", \"0b3a281c-af95-47b3-83b3-51f2adad512c\", \"55c56032-0e14-4db9-9cbc-c79a22c3b028\", \"ac2876a1-d096-4c03-990c-3a51697b61e8\"], \"total_duration\": 304.0, \"total_sessions\": 4, \"mean_week_duration\": 1.737}}, {\"66770\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-25 01:54:16.000000+00:00\", \"2019-03-11 22:44:20.000000+00:00\", \"2021-10-08 18:31:19.000000+00:00\"], \"session_ids\": [\"f05d3940-7553-49c2-a09c-2552e0ae35c1\", \"65d16bf7-1780-40c8-a2a5-9c3035fbb50d\", \"981f6eba-5281-4e71-8f9e-c0afa526452e\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 1.401}}, {\"66703\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-18 12:39:18.000000+00:00\", \"2019-12-29 17:46:13.000000+00:00\"], \"session_ids\": [\"24af8741-a577-4fb9-a6b7-721f8c169bb4\", \"317bf342-f6a6-4751-9cc4-3048e336b836\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 23.0}}, {\"28197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-02 22:13:40.000000+00:00\", \"2020-07-09 14:55:12.000000+00:00\", \"2020-02-24 18:34:21.000000+00:00\"], \"session_ids\": [\"0e5b03b6-f0bb-4180-9379-b10c1727a9f9\", \"3891aec4-380f-43c9-9ed1-980e5dd9c600\", \"6277b0cd-30a1-45da-8809-b8f9fe323150\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 6.03}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 4 users pieces of information who are not living in city Stockholm as well as carry out sorting by sum of duration in descending order and in addition save only 3 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{\"68032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-13 16:18:46.000000+00:00\", \"2019-06-14 09:54:51.000000+00:00\"], \"session_ids\": [\"61973a4c-1b0b-4838-8c6a-2e44e456a096\", \"e4ef93bc-711e-4be1-9b93-7376f09dbe98\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.102}, \"98075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-27 16:30:20.000000+00:00\", \"2022-03-03 04:39:27.000000+00:00\", \"2022-09-22 12:47:14.000000+00:00\", \"2021-06-01 12:43:13.000000+00:00\", \"2021-12-10 22:50:01.000000+00:00\", \"2020-05-12 09:37:01.000000+00:00\", \"2019-07-11 06:02:59.000000+00:00\", \"2022-05-08 10:06:30.000000+00:00\", \"2019-04-01 16:00:59.000000+00:00\"], \"session_ids\": [\"6b0a1334-502d-44cd-8db7-605a63574564\", \"2c33a216-5e95-4961-883a-c2e24f495223\", \"04655832-8674-4ad2-b801-745fd5f01138\", \"84a79bc2-97b2-4462-8da9-a05ae11c041a\", \"96e42905-ae00-45ea-8891-20f4ce3de8dd\", \"0806ed60-935d-40da-8cd0-750f4ddf5a56\", \"2b7e056e-d0af-46b2-8e7a-78d4cf34eb17\", \"fdd79a05-92b0-47c2-90eb-5aae13879cb8\", \"a25ab320-0240-402e-9e8e-b9f02d5f719c\"], \"total_duration\": 3016.0, \"total_sessions\": 9, \"mean_week_duration\": 16.571}, \"80677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-02 04:07:50.000000+00:00\", \"2021-10-03 11:20:04.000000+00:00\"], \"session_ids\": [\"d0283366-e979-4717-b13b-99dfcb749a22\", \"a5b5c24d-fc3f-4474-96f4-362fc9349c66\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 5.185}, \"88912\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-10 05:26:30.000000+00:00\", \"2022-09-15 17:42:29.000000+00:00\", \"2021-02-11 00:11:28.000000+00:00\", \"2019-12-22 08:39:06.000000+00:00\", \"2021-12-20 23:58:32.000000+00:00\", \"2019-06-14 13:16:37.000000+00:00\"], \"session_ids\": [\"94309f79-1358-49d3-9eb1-87e5baee560a\", \"4706b96e-d981-448d-a117-21061b9b115f\", \"d061bf21-90e7-4b84-8730-c369fbe71ed2\", \"4f34ebb0-9e76-446b-9b20-01d30e818034\", \"afb3be08-5c46-4550-bc81-3976267bad22\", \"27e7cdbd-f5d7-41c5-a225-84380fa6cc6e\"], \"total_duration\": 3231.0, \"total_sessions\": 6, \"mean_week_duration\": 19.006}, \"91474\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-06 19:57:54.000000+00:00\", \"2020-11-24 03:28:59.000000+00:00\", \"2020-08-15 13:45:57.000000+00:00\", \"2019-06-21 09:33:10.000000+00:00\"], \"session_ids\": [\"06ddaf51-f72b-4f4e-9599-f53b52b1f6cc\", \"a6d6146f-2ea5-4e98-bc8d-76e1cd456f96\", \"0d98ff5e-dca9-42c3-a75a-a05928520798\", \"0390b81c-dbee-4ae5-9c17-b329063f3d79\"], \"total_duration\": 2020.0, \"total_sessions\": 4, \"mean_week_duration\": 15.659}, \"49858\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-10 18:41:25.000000+00:00\", \"2019-02-28 09:19:34.000000+00:00\", \"2021-03-26 10:57:03.000000+00:00\", \"2022-08-30 02:12:15.000000+00:00\", \"2020-04-04 02:31:07.000000+00:00\", \"2021-05-23 06:15:29.000000+00:00\"], \"session_ids\": [\"daef37aa-7cbf-4b1f-807e-7b24a006c24d\", \"f316fe22-7d86-4af4-bbae-3604425b314a\", \"29b112da-0a06-486f-840d-2c12e441a83d\", \"435b8bdd-c30e-4b7f-b685-335a0befd0df\", \"237c3e35-d08d-4014-b511-478f2fac3078\", \"dfac0c76-6be6-41da-8e83-02cc9ea82452\"], \"total_duration\": 538.0, \"total_sessions\": 6, \"mean_week_duration\": 2.94}, \"32308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-09-23 18:10:06.000000+00:00\", \"2019-10-10 22:43:55.000000+00:00\", \"2022-06-11 21:16:52.000000+00:00\", \"2022-02-01 00:46:38.000000+00:00\"], \"session_ids\": [\"73645547-89a6-4ef0-ab22-194a04cfaba5\", \"fb01de96-41ce-45e4-a4a0-5b790b0e3dd3\", \"86ac4ecf-2cfb-4b71-b5f4-c1d94a4a478c\", \"42520fd8-3c0c-4b47-97fc-7902f1c17250\"], \"total_duration\": 630.0, \"total_sessions\": 4, \"mean_week_duration\": 4.5}, \"19662\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-06 06:23:58.000000+00:00\", \"2022-12-01 13:27:39.000000+00:00\"], \"session_ids\": [\"74143805-3b7f-4f43-ae07-a9da1e136445\", \"a3c22a61-d9eb-433e-a570-e936ab633207\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}, \"49632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-05 18:59:01.000000+00:00\", \"2021-06-20 04:04:34.000000+00:00\", \"2020-01-26 12:12:31.000000+00:00\"], \"session_ids\": [\"fd31e26a-a645-4729-8063-e898b2dedcef\", \"ca26acca-c3f2-4f31-b4af-7e39758f4e83\", \"d3a6fc1f-de79-4181-9de8-cf9dc70c3b4e\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.545}, \"64062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-26 07:51:47.000000+00:00\", \"2021-04-14 15:10:07.000000+00:00\"], \"session_ids\": [\"a0aa0c93-1411-4d40-ba0d-c82cc7b6ba3d\", \"7650b785-1717-4f22-880e-5460bf12e555\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.457}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Stockholm"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Stockholm\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-13 16:18:46.000000+00:00\", \"2019-06-14 09:54:51.000000+00:00\"], \"session_ids\": [\"61973a4c-1b0b-4838-8c6a-2e44e456a096\", \"e4ef93bc-711e-4be1-9b93-7376f09dbe98\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.102}, \"98075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-27 16:30:20.000000+00:00\", \"2022-03-03 04:39:27.000000+00:00\", \"2022-09-22 12:47:14.000000+00:00\", \"2021-06-01 12:43:13.000000+00:00\", \"2021-12-10 22:50:01.000000+00:00\", \"2020-05-12 09:37:01.000000+00:00\", \"2019-07-11 06:02:59.000000+00:00\", \"2022-05-08 10:06:30.000000+00:00\", \"2019-04-01 16:00:59.000000+00:00\"], \"session_ids\": [\"6b0a1334-502d-44cd-8db7-605a63574564\", \"2c33a216-5e95-4961-883a-c2e24f495223\", \"04655832-8674-4ad2-b801-745fd5f01138\", \"84a79bc2-97b2-4462-8da9-a05ae11c041a\", \"96e42905-ae00-45ea-8891-20f4ce3de8dd\", \"0806ed60-935d-40da-8cd0-750f4ddf5a56\", \"2b7e056e-d0af-46b2-8e7a-78d4cf34eb17\", \"fdd79a05-92b0-47c2-90eb-5aae13879cb8\", \"a25ab320-0240-402e-9e8e-b9f02d5f719c\"], \"total_duration\": 3016.0, \"total_sessions\": 9, \"mean_week_duration\": 16.571}, \"80677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-02 04:07:50.000000+00:00\", \"2021-10-03 11:20:04.000000+00:00\"], \"session_ids\": [\"d0283366-e979-4717-b13b-99dfcb749a22\", \"a5b5c24d-fc3f-4474-96f4-362fc9349c66\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 5.185}, \"88912\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-10 05:26:30.000000+00:00\", \"2022-09-15 17:42:29.000000+00:00\", \"2021-02-11 00:11:28.000000+00:00\", \"2019-12-22 08:39:06.000000+00:00\", \"2021-12-20 23:58:32.000000+00:00\", \"2019-06-14 13:16:37.000000+00:00\"], \"session_ids\": [\"94309f79-1358-49d3-9eb1-87e5baee560a\", \"4706b96e-d981-448d-a117-21061b9b115f\", \"d061bf21-90e7-4b84-8730-c369fbe71ed2\", \"4f34ebb0-9e76-446b-9b20-01d30e818034\", \"afb3be08-5c46-4550-bc81-3976267bad22\", \"27e7cdbd-f5d7-41c5-a225-84380fa6cc6e\"], \"total_duration\": 3231.0, \"total_sessions\": 6, \"mean_week_duration\": 19.006}, \"91474\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-06 19:57:54.000000+00:00\", \"2020-11-24 03:28:59.000000+00:00\", \"2020-08-15 13:45:57.000000+00:00\", \"2019-06-21 09:33:10.000000+00:00\"], \"session_ids\": [\"06ddaf51-f72b-4f4e-9599-f53b52b1f6cc\", \"a6d6146f-2ea5-4e98-bc8d-76e1cd456f96\", \"0d98ff5e-dca9-42c3-a75a-a05928520798\", \"0390b81c-dbee-4ae5-9c17-b329063f3d79\"], \"total_duration\": 2020.0, \"total_sessions\": 4, \"mean_week_duration\": 15.659}, \"49858\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-10 18:41:25.000000+00:00\", \"2019-02-28 09:19:34.000000+00:00\", \"2021-03-26 10:57:03.000000+00:00\", \"2022-08-30 02:12:15.000000+00:00\", \"2020-04-04 02:31:07.000000+00:00\", \"2021-05-23 06:15:29.000000+00:00\"], \"session_ids\": [\"daef37aa-7cbf-4b1f-807e-7b24a006c24d\", \"f316fe22-7d86-4af4-bbae-3604425b314a\", \"29b112da-0a06-486f-840d-2c12e441a83d\", \"435b8bdd-c30e-4b7f-b685-335a0befd0df\", \"237c3e35-d08d-4014-b511-478f2fac3078\", \"dfac0c76-6be6-41da-8e83-02cc9ea82452\"], \"total_duration\": 538.0, \"total_sessions\": 6, \"mean_week_duration\": 2.94}, \"32308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-09-23 18:10:06.000000+00:00\", \"2019-10-10 22:43:55.000000+00:00\", \"2022-06-11 21:16:52.000000+00:00\", \"2022-02-01 00:46:38.000000+00:00\"], \"session_ids\": [\"73645547-89a6-4ef0-ab22-194a04cfaba5\", \"fb01de96-41ce-45e4-a4a0-5b790b0e3dd3\", \"86ac4ecf-2cfb-4b71-b5f4-c1d94a4a478c\", \"42520fd8-3c0c-4b47-97fc-7902f1c17250\"], \"total_duration\": 630.0, \"total_sessions\": 4, \"mean_week_duration\": 4.5}, \"19662\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-06 06:23:58.000000+00:00\", \"2022-12-01 13:27:39.000000+00:00\"], \"session_ids\": [\"74143805-3b7f-4f43-ae07-a9da1e136445\", \"a3c22a61-d9eb-433e-a570-e936ab633207\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}, \"49632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-05 18:59:01.000000+00:00\", \"2021-06-20 04:04:34.000000+00:00\", \"2020-01-26 12:12:31.000000+00:00\"], \"session_ids\": [\"fd31e26a-a645-4729-8063-e898b2dedcef\", \"ca26acca-c3f2-4f31-b4af-7e39758f4e83\", \"d3a6fc1f-de79-4181-9de8-cf9dc70c3b4e\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.545}, \"64062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-26 07:51:47.000000+00:00\", \"2021-04-14 15:10:07.000000+00:00\"], \"session_ids\": [\"a0aa0c93-1411-4d40-ba0d-c82cc7b6ba3d\", \"7650b785-1717-4f22-880e-5460bf12e555\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.457}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"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[{\"88912\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-10 05:26:30.000000+00:00\", \"2022-09-15 17:42:29.000000+00:00\", \"2021-02-11 00:11:28.000000+00:00\", \"2019-12-22 08:39:06.000000+00:00\", \"2021-12-20 23:58:32.000000+00:00\", \"2019-06-14 13:16:37.000000+00:00\"], \"session_ids\": [\"94309f79-1358-49d3-9eb1-87e5baee560a\", \"4706b96e-d981-448d-a117-21061b9b115f\", \"d061bf21-90e7-4b84-8730-c369fbe71ed2\", \"4f34ebb0-9e76-446b-9b20-01d30e818034\", \"afb3be08-5c46-4550-bc81-3976267bad22\", \"27e7cdbd-f5d7-41c5-a225-84380fa6cc6e\"], \"total_duration\": 3231.0, \"total_sessions\": 6, \"mean_week_duration\": 19.006}}, {\"98075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-27 16:30:20.000000+00:00\", \"2022-03-03 04:39:27.000000+00:00\", \"2022-09-22 12:47:14.000000+00:00\", \"2021-06-01 12:43:13.000000+00:00\", \"2021-12-10 22:50:01.000000+00:00\", \"2020-05-12 09:37:01.000000+00:00\", \"2019-07-11 06:02:59.000000+00:00\", \"2022-05-08 10:06:30.000000+00:00\", \"2019-04-01 16:00:59.000000+00:00\"], \"session_ids\": [\"6b0a1334-502d-44cd-8db7-605a63574564\", \"2c33a216-5e95-4961-883a-c2e24f495223\", \"04655832-8674-4ad2-b801-745fd5f01138\", \"84a79bc2-97b2-4462-8da9-a05ae11c041a\", \"96e42905-ae00-45ea-8891-20f4ce3de8dd\", \"0806ed60-935d-40da-8cd0-750f4ddf5a56\", \"2b7e056e-d0af-46b2-8e7a-78d4cf34eb17\", \"fdd79a05-92b0-47c2-90eb-5aae13879cb8\", \"a25ab320-0240-402e-9e8e-b9f02d5f719c\"], \"total_duration\": 3016.0, \"total_sessions\": 9, \"mean_week_duration\": 16.571}}, {\"91474\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-06 19:57:54.000000+00:00\", \"2020-11-24 03:28:59.000000+00:00\", \"2020-08-15 13:45:57.000000+00:00\", \"2019-06-21 09:33:10.000000+00:00\"], \"session_ids\": [\"06ddaf51-f72b-4f4e-9599-f53b52b1f6cc\", \"a6d6146f-2ea5-4e98-bc8d-76e1cd456f96\", \"0d98ff5e-dca9-42c3-a75a-a05928520798\", \"0390b81c-dbee-4ae5-9c17-b329063f3d79\"], \"total_duration\": 2020.0, \"total_sessions\": 4, \"mean_week_duration\": 15.659}}, {\"32308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-09-23 18:10:06.000000+00:00\", \"2019-10-10 22:43:55.000000+00:00\", \"2022-06-11 21:16:52.000000+00:00\", \"2022-02-01 00:46:38.000000+00:00\"], \"session_ids\": [\"73645547-89a6-4ef0-ab22-194a04cfaba5\", \"fb01de96-41ce-45e4-a4a0-5b790b0e3dd3\", \"86ac4ecf-2cfb-4b71-b5f4-c1d94a4a478c\", \"42520fd8-3c0c-4b47-97fc-7902f1c17250\"], \"total_duration\": 630.0, \"total_sessions\": 4, \"mean_week_duration\": 4.5}}, {\"49858\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-10 18:41:25.000000+00:00\", \"2019-02-28 09:19:34.000000+00:00\", \"2021-03-26 10:57:03.000000+00:00\", \"2022-08-30 02:12:15.000000+00:00\", \"2020-04-04 02:31:07.000000+00:00\", \"2021-05-23 06:15:29.000000+00:00\"], \"session_ids\": [\"daef37aa-7cbf-4b1f-807e-7b24a006c24d\", \"f316fe22-7d86-4af4-bbae-3604425b314a\", \"29b112da-0a06-486f-840d-2c12e441a83d\", \"435b8bdd-c30e-4b7f-b685-335a0befd0df\", \"237c3e35-d08d-4014-b511-478f2fac3078\", \"dfac0c76-6be6-41da-8e83-02cc9ea82452\"], \"total_duration\": 538.0, \"total_sessions\": 6, \"mean_week_duration\": 2.94}}, {\"68032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-13 16:18:46.000000+00:00\", \"2019-06-14 09:54:51.000000+00:00\"], \"session_ids\": [\"61973a4c-1b0b-4838-8c6a-2e44e456a096\", \"e4ef93bc-711e-4be1-9b93-7376f09dbe98\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.102}}, {\"80677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-02 04:07:50.000000+00:00\", \"2021-10-03 11:20:04.000000+00:00\"], \"session_ids\": [\"d0283366-e979-4717-b13b-99dfcb749a22\", \"a5b5c24d-fc3f-4474-96f4-362fc9349c66\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 5.185}}, {\"64062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-26 07:51:47.000000+00:00\", \"2021-04-14 15:10:07.000000+00:00\"], \"session_ids\": [\"a0aa0c93-1411-4d40-ba0d-c82cc7b6ba3d\", \"7650b785-1717-4f22-880e-5460bf12e555\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.457}}, {\"49632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-05 18:59:01.000000+00:00\", \"2021-06-20 04:04:34.000000+00:00\", \"2020-01-26 12:12:31.000000+00:00\"], \"session_ids\": [\"fd31e26a-a645-4729-8063-e898b2dedcef\", \"ca26acca-c3f2-4f31-b4af-7e39758f4e83\", \"d3a6fc1f-de79-4181-9de8-cf9dc70c3b4e\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.545}}, {\"19662\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-06 06:23:58.000000+00:00\", \"2022-12-01 13:27:39.000000+00:00\"], \"session_ids\": [\"74143805-3b7f-4f43-ae07-a9da1e136445\", \"a3c22a61-d9eb-433e-a570-e936ab633207\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}]\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[{\"88912\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-10 05:26:30.000000+00:00\", \"2022-09-15 17:42:29.000000+00:00\", \"2021-02-11 00:11:28.000000+00:00\", \"2019-12-22 08:39:06.000000+00:00\", \"2021-12-20 23:58:32.000000+00:00\", \"2019-06-14 13:16:37.000000+00:00\"], \"session_ids\": [\"94309f79-1358-49d3-9eb1-87e5baee560a\", \"4706b96e-d981-448d-a117-21061b9b115f\", \"d061bf21-90e7-4b84-8730-c369fbe71ed2\", \"4f34ebb0-9e76-446b-9b20-01d30e818034\", \"afb3be08-5c46-4550-bc81-3976267bad22\", \"27e7cdbd-f5d7-41c5-a225-84380fa6cc6e\"], \"total_duration\": 3231.0, \"total_sessions\": 6, \"mean_week_duration\": 19.006}}, {\"98075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-27 16:30:20.000000+00:00\", \"2022-03-03 04:39:27.000000+00:00\", \"2022-09-22 12:47:14.000000+00:00\", \"2021-06-01 12:43:13.000000+00:00\", \"2021-12-10 22:50:01.000000+00:00\", \"2020-05-12 09:37:01.000000+00:00\", \"2019-07-11 06:02:59.000000+00:00\", \"2022-05-08 10:06:30.000000+00:00\", \"2019-04-01 16:00:59.000000+00:00\"], \"session_ids\": [\"6b0a1334-502d-44cd-8db7-605a63574564\", \"2c33a216-5e95-4961-883a-c2e24f495223\", \"04655832-8674-4ad2-b801-745fd5f01138\", \"84a79bc2-97b2-4462-8da9-a05ae11c041a\", \"96e42905-ae00-45ea-8891-20f4ce3de8dd\", \"0806ed60-935d-40da-8cd0-750f4ddf5a56\", \"2b7e056e-d0af-46b2-8e7a-78d4cf34eb17\", \"fdd79a05-92b0-47c2-90eb-5aae13879cb8\", \"a25ab320-0240-402e-9e8e-b9f02d5f719c\"], \"total_duration\": 3016.0, \"total_sessions\": 9, \"mean_week_duration\": 16.571}}, {\"91474\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-06 19:57:54.000000+00:00\", \"2020-11-24 03:28:59.000000+00:00\", \"2020-08-15 13:45:57.000000+00:00\", \"2019-06-21 09:33:10.000000+00:00\"], \"session_ids\": [\"06ddaf51-f72b-4f4e-9599-f53b52b1f6cc\", \"a6d6146f-2ea5-4e98-bc8d-76e1cd456f96\", \"0d98ff5e-dca9-42c3-a75a-a05928520798\", \"0390b81c-dbee-4ae5-9c17-b329063f3d79\"], \"total_duration\": 2020.0, \"total_sessions\": 4, \"mean_week_duration\": 15.659}}]\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[{\"88912\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-10 05:26:30.000000+00:00\", \"2022-09-15 17:42:29.000000+00:00\", \"2021-02-11 00:11:28.000000+00:00\", \"2019-12-22 08:39:06.000000+00:00\", \"2021-12-20 23:58:32.000000+00:00\", \"2019-06-14 13:16:37.000000+00:00\"], \"session_ids\": [\"94309f79-1358-49d3-9eb1-87e5baee560a\", \"4706b96e-d981-448d-a117-21061b9b115f\", \"d061bf21-90e7-4b84-8730-c369fbe71ed2\", \"4f34ebb0-9e76-446b-9b20-01d30e818034\", \"afb3be08-5c46-4550-bc81-3976267bad22\", \"27e7cdbd-f5d7-41c5-a225-84380fa6cc6e\"], \"total_duration\": 3231.0, \"total_sessions\": 6, \"mean_week_duration\": 19.006}}, {\"98075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-27 16:30:20.000000+00:00\", \"2022-03-03 04:39:27.000000+00:00\", \"2022-09-22 12:47:14.000000+00:00\", \"2021-06-01 12:43:13.000000+00:00\", \"2021-12-10 22:50:01.000000+00:00\", \"2020-05-12 09:37:01.000000+00:00\", \"2019-07-11 06:02:59.000000+00:00\", \"2022-05-08 10:06:30.000000+00:00\", \"2019-04-01 16:00:59.000000+00:00\"], \"session_ids\": [\"6b0a1334-502d-44cd-8db7-605a63574564\", \"2c33a216-5e95-4961-883a-c2e24f495223\", \"04655832-8674-4ad2-b801-745fd5f01138\", \"84a79bc2-97b2-4462-8da9-a05ae11c041a\", \"96e42905-ae00-45ea-8891-20f4ce3de8dd\", \"0806ed60-935d-40da-8cd0-750f4ddf5a56\", \"2b7e056e-d0af-46b2-8e7a-78d4cf34eb17\", \"fdd79a05-92b0-47c2-90eb-5aae13879cb8\", \"a25ab320-0240-402e-9e8e-b9f02d5f719c\"], \"total_duration\": 3016.0, \"total_sessions\": 9, \"mean_week_duration\": 16.571}}, {\"91474\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-06 19:57:54.000000+00:00\", \"2020-11-24 03:28:59.000000+00:00\", \"2020-08-15 13:45:57.000000+00:00\", \"2019-06-21 09:33:10.000000+00:00\"], \"session_ids\": [\"06ddaf51-f72b-4f4e-9599-f53b52b1f6cc\", \"a6d6146f-2ea5-4e98-bc8d-76e1cd456f96\", \"0d98ff5e-dca9-42c3-a75a-a05928520798\", \"0390b81c-dbee-4ae5-9c17-b329063f3d79\"], \"total_duration\": 2020.0, \"total_sessions\": 4, \"mean_week_duration\": 15.659}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 7 users whose cities are not Rio de Janeiro, Belize City plus implement sorting by duration of sessions per week in desc."
}
] |
[
{
"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{\"30469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-04-19 16:46:31.000000+00:00\", \"2020-09-10 22:22:56.000000+00:00\", \"2022-06-16 21:44:32.000000+00:00\", \"2023-05-18 17:24:19.000000+00:00\", \"2019-04-12 08:03:07.000000+00:00\", \"2022-06-25 23:15:10.000000+00:00\", \"2022-03-26 12:49:32.000000+00:00\"], \"session_ids\": [\"d360d56e-9736-4c02-a761-2220b5a390ca\", \"fa6028a1-3754-47ee-b4a3-970f48732030\", \"7fbc74d4-6237-435a-955d-2662462c8cad\", \"2ad33ac3-7a51-4b47-af12-e1dc5829c31e\", \"ac35ce33-44e7-437b-9513-251e360d869d\", \"c92458f9-03f2-430e-98f3-85d54433e6da\", \"b3af0b8e-8f50-4457-845c-94b0efafe3a9\"], \"total_duration\": 2178.0, \"total_sessions\": 7, \"mean_week_duration\": 10.178}, \"24366\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-21 00:48:59.000000+00:00\", \"2022-03-04 09:20:50.000000+00:00\", \"2022-08-29 23:21:15.000000+00:00\"], \"session_ids\": [\"a0fbaa95-3372-4914-a5af-7d344336d08e\", \"742d0314-1983-4d40-aa84-b75738d16492\", \"a3ff0048-c5a6-478f-8647-d558baa88a22\"], \"total_duration\": 477.0, \"total_sessions\": 3, \"mean_week_duration\": 2.926}, \"52150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-01-02 08:37:54.000000+00:00\", \"2020-02-06 19:04:52.000000+00:00\", \"2023-06-21 11:40:23.000000+00:00\"], \"session_ids\": [\"be936cc0-9c42-4279-87d0-4d57757ee254\", \"a7daa3d2-8222-455c-8952-8a5242c85466\", \"c15562a0-42b1-4695-b643-9cd251d35e98\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.271}, \"11386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-01-22 04:27:51.000000+00:00\", \"2019-06-15 16:53:40.000000+00:00\", \"2019-12-24 04:18:35.000000+00:00\", \"2023-03-26 06:15:36.000000+00:00\", \"2019-01-16 10:04:05.000000+00:00\", \"2023-02-15 15:18:03.000000+00:00\"], \"session_ids\": [\"df93dcc3-5062-4978-b3e2-f367e2c5510f\", \"8dfe1067-5c39-42ff-98a1-7c7147d2ca26\", \"89e9d9e0-a80a-430c-9600-584ddb95738b\", \"ea21130f-0068-417b-911b-23c48775cc5b\", \"1fc4b0d5-3056-4e7b-b53f-c7e35f03cb82\", \"f20d6837-72e2-4094-9ea4-28b32483fc31\"], \"total_duration\": 6023.0, \"total_sessions\": 6, \"mean_week_duration\": 27.502}, \"29579\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-10-22 03:17:45.000000+00:00\", \"2023-01-12 06:49:45.000000+00:00\"], \"session_ids\": [\"782088b5-b89d-4126-8874-84e88a09143f\", \"3e132410-71b6-473b-90cb-173c910927b7\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.836}, \"9448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 8, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-24 04:56:19.000000+00:00\", \"2021-07-18 19:15:39.000000+00:00\"], \"session_ids\": [\"6117aea3-0b93-41ff-8239-26e21c7de09c\", \"b03b766e-492e-4a08-8ef5-c163f6973ceb\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.744}, \"17601\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-21 16:03:43.000000+00:00\", \"2022-03-21 14:37:15.000000+00:00\"], \"session_ids\": [\"d2b91627-0082-495f-8792-7efd8485859a\", \"bbe90524-6e34-4859-880b-564b3c966639\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 7.729}, \"72528\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-25 15:51:16.000000+00:00\", \"2023-02-27 23:43:05.000000+00:00\", \"2022-11-20 11:36:47.000000+00:00\", \"2021-04-13 03:58:20.000000+00:00\", \"2019-03-05 12:27:46.000000+00:00\"], \"session_ids\": [\"c01df40b-e4fb-4057-a047-a13dc180ed69\", \"419df5fa-919a-4886-a455-1aded985c8a5\", \"f153f327-238a-4af3-95c1-841f5d097db4\", \"e94aec10-454a-4bd1-afe2-61ee54e39b0a\", \"76c38152-ab7b-4d2a-a4b2-d22f77e376dc\"], \"total_duration\": 2893.0, \"total_sessions\": 5, \"mean_week_duration\": 13.909}, \"44412\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-23 13:56:50.000000+00:00\", \"2020-08-05 15:55:46.000000+00:00\"], \"session_ids\": [\"c59fcbdc-2c55-4a0e-a592-75bcbc14df7f\", \"88cb4a14-d682-448e-bc3e-845f4c54f8ca\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 2.909}, \"40159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-01 08:59:25.000000+00:00\", \"2022-06-30 05:07:17.000000+00:00\", \"2019-01-31 08:46:15.000000+00:00\", \"2021-12-10 07:01:33.000000+00:00\", \"2020-08-20 17:03:40.000000+00:00\", \"2021-12-19 23:55:56.000000+00:00\", \"2022-05-03 19:47:22.000000+00:00\", \"2022-05-12 12:40:33.000000+00:00\", \"2022-10-09 13:33:32.000000+00:00\", \"2022-03-07 12:11:07.000000+00:00\"], \"session_ids\": [\"b7285f16-5998-40b2-9b7d-d3b0876309dc\", \"e1a2ca6a-135d-4a8a-9617-1bd904b429b9\", \"a441cb23-73cb-4464-933b-9f7ab7f1c5a2\", \"9fd7be59-5b54-4ee1-87f6-eaed59601cbf\", \"f566fd6d-25b1-405c-9121-35865430df4b\", \"4189bcbb-22ce-4662-b3dc-adb2e5154d45\", \"426ddf0c-4c2d-4c15-bd28-e81deb46b742\", \"5ac1018b-920f-4b2e-a3e0-8d40e8caabba\", \"fe98dc35-33c3-4131-b471-4268efceac0c\", \"e32ab343-8dd1-4deb-9c89-68ed3cea1ec1\"], \"total_duration\": 1040.0, \"total_sessions\": 10, \"mean_week_duration\": 5.389}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Rio de Janeiro, Belize City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Rio de Janeiro\", \"Belize City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-04-19 16:46:31.000000+00:00\", \"2020-09-10 22:22:56.000000+00:00\", \"2022-06-16 21:44:32.000000+00:00\", \"2023-05-18 17:24:19.000000+00:00\", \"2019-04-12 08:03:07.000000+00:00\", \"2022-06-25 23:15:10.000000+00:00\", \"2022-03-26 12:49:32.000000+00:00\"], \"session_ids\": [\"d360d56e-9736-4c02-a761-2220b5a390ca\", \"fa6028a1-3754-47ee-b4a3-970f48732030\", \"7fbc74d4-6237-435a-955d-2662462c8cad\", \"2ad33ac3-7a51-4b47-af12-e1dc5829c31e\", \"ac35ce33-44e7-437b-9513-251e360d869d\", \"c92458f9-03f2-430e-98f3-85d54433e6da\", \"b3af0b8e-8f50-4457-845c-94b0efafe3a9\"], \"total_duration\": 2178.0, \"total_sessions\": 7, \"mean_week_duration\": 10.178}, \"24366\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-21 00:48:59.000000+00:00\", \"2022-03-04 09:20:50.000000+00:00\", \"2022-08-29 23:21:15.000000+00:00\"], \"session_ids\": [\"a0fbaa95-3372-4914-a5af-7d344336d08e\", \"742d0314-1983-4d40-aa84-b75738d16492\", \"a3ff0048-c5a6-478f-8647-d558baa88a22\"], \"total_duration\": 477.0, \"total_sessions\": 3, \"mean_week_duration\": 2.926}, \"52150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-01-02 08:37:54.000000+00:00\", \"2020-02-06 19:04:52.000000+00:00\", \"2023-06-21 11:40:23.000000+00:00\"], \"session_ids\": [\"be936cc0-9c42-4279-87d0-4d57757ee254\", \"a7daa3d2-8222-455c-8952-8a5242c85466\", \"c15562a0-42b1-4695-b643-9cd251d35e98\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.271}, \"11386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-01-22 04:27:51.000000+00:00\", \"2019-06-15 16:53:40.000000+00:00\", \"2019-12-24 04:18:35.000000+00:00\", \"2023-03-26 06:15:36.000000+00:00\", \"2019-01-16 10:04:05.000000+00:00\", \"2023-02-15 15:18:03.000000+00:00\"], \"session_ids\": [\"df93dcc3-5062-4978-b3e2-f367e2c5510f\", \"8dfe1067-5c39-42ff-98a1-7c7147d2ca26\", \"89e9d9e0-a80a-430c-9600-584ddb95738b\", \"ea21130f-0068-417b-911b-23c48775cc5b\", \"1fc4b0d5-3056-4e7b-b53f-c7e35f03cb82\", \"f20d6837-72e2-4094-9ea4-28b32483fc31\"], \"total_duration\": 6023.0, \"total_sessions\": 6, \"mean_week_duration\": 27.502}, \"29579\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-10-22 03:17:45.000000+00:00\", \"2023-01-12 06:49:45.000000+00:00\"], \"session_ids\": [\"782088b5-b89d-4126-8874-84e88a09143f\", \"3e132410-71b6-473b-90cb-173c910927b7\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.836}, \"9448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 8, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-24 04:56:19.000000+00:00\", \"2021-07-18 19:15:39.000000+00:00\"], \"session_ids\": [\"6117aea3-0b93-41ff-8239-26e21c7de09c\", \"b03b766e-492e-4a08-8ef5-c163f6973ceb\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.744}, \"17601\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-21 16:03:43.000000+00:00\", \"2022-03-21 14:37:15.000000+00:00\"], \"session_ids\": [\"d2b91627-0082-495f-8792-7efd8485859a\", \"bbe90524-6e34-4859-880b-564b3c966639\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 7.729}, \"72528\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-25 15:51:16.000000+00:00\", \"2023-02-27 23:43:05.000000+00:00\", \"2022-11-20 11:36:47.000000+00:00\", \"2021-04-13 03:58:20.000000+00:00\", \"2019-03-05 12:27:46.000000+00:00\"], \"session_ids\": [\"c01df40b-e4fb-4057-a047-a13dc180ed69\", \"419df5fa-919a-4886-a455-1aded985c8a5\", \"f153f327-238a-4af3-95c1-841f5d097db4\", \"e94aec10-454a-4bd1-afe2-61ee54e39b0a\", \"76c38152-ab7b-4d2a-a4b2-d22f77e376dc\"], \"total_duration\": 2893.0, \"total_sessions\": 5, \"mean_week_duration\": 13.909}, \"44412\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-23 13:56:50.000000+00:00\", \"2020-08-05 15:55:46.000000+00:00\"], \"session_ids\": [\"c59fcbdc-2c55-4a0e-a592-75bcbc14df7f\", \"88cb4a14-d682-448e-bc3e-845f4c54f8ca\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 2.909}, \"40159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-01 08:59:25.000000+00:00\", \"2022-06-30 05:07:17.000000+00:00\", \"2019-01-31 08:46:15.000000+00:00\", \"2021-12-10 07:01:33.000000+00:00\", \"2020-08-20 17:03:40.000000+00:00\", \"2021-12-19 23:55:56.000000+00:00\", \"2022-05-03 19:47:22.000000+00:00\", \"2022-05-12 12:40:33.000000+00:00\", \"2022-10-09 13:33:32.000000+00:00\", \"2022-03-07 12:11:07.000000+00:00\"], \"session_ids\": [\"b7285f16-5998-40b2-9b7d-d3b0876309dc\", \"e1a2ca6a-135d-4a8a-9617-1bd904b429b9\", \"a441cb23-73cb-4464-933b-9f7ab7f1c5a2\", \"9fd7be59-5b54-4ee1-87f6-eaed59601cbf\", \"f566fd6d-25b1-405c-9121-35865430df4b\", \"4189bcbb-22ce-4662-b3dc-adb2e5154d45\", \"426ddf0c-4c2d-4c15-bd28-e81deb46b742\", \"5ac1018b-920f-4b2e-a3e0-8d40e8caabba\", \"fe98dc35-33c3-4131-b471-4268efceac0c\", \"e32ab343-8dd1-4deb-9c89-68ed3cea1ec1\"], \"total_duration\": 1040.0, \"total_sessions\": 10, \"mean_week_duration\": 5.389}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"11386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-01-22 04:27:51.000000+00:00\", \"2019-06-15 16:53:40.000000+00:00\", \"2019-12-24 04:18:35.000000+00:00\", \"2023-03-26 06:15:36.000000+00:00\", \"2019-01-16 10:04:05.000000+00:00\", \"2023-02-15 15:18:03.000000+00:00\"], \"session_ids\": [\"df93dcc3-5062-4978-b3e2-f367e2c5510f\", \"8dfe1067-5c39-42ff-98a1-7c7147d2ca26\", \"89e9d9e0-a80a-430c-9600-584ddb95738b\", \"ea21130f-0068-417b-911b-23c48775cc5b\", \"1fc4b0d5-3056-4e7b-b53f-c7e35f03cb82\", \"f20d6837-72e2-4094-9ea4-28b32483fc31\"], \"total_duration\": 6023.0, \"total_sessions\": 6, \"mean_week_duration\": 27.502}}, {\"72528\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-25 15:51:16.000000+00:00\", \"2023-02-27 23:43:05.000000+00:00\", \"2022-11-20 11:36:47.000000+00:00\", \"2021-04-13 03:58:20.000000+00:00\", \"2019-03-05 12:27:46.000000+00:00\"], \"session_ids\": [\"c01df40b-e4fb-4057-a047-a13dc180ed69\", \"419df5fa-919a-4886-a455-1aded985c8a5\", \"f153f327-238a-4af3-95c1-841f5d097db4\", \"e94aec10-454a-4bd1-afe2-61ee54e39b0a\", \"76c38152-ab7b-4d2a-a4b2-d22f77e376dc\"], \"total_duration\": 2893.0, \"total_sessions\": 5, \"mean_week_duration\": 13.909}}, {\"30469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-04-19 16:46:31.000000+00:00\", \"2020-09-10 22:22:56.000000+00:00\", \"2022-06-16 21:44:32.000000+00:00\", \"2023-05-18 17:24:19.000000+00:00\", \"2019-04-12 08:03:07.000000+00:00\", \"2022-06-25 23:15:10.000000+00:00\", \"2022-03-26 12:49:32.000000+00:00\"], \"session_ids\": [\"d360d56e-9736-4c02-a761-2220b5a390ca\", \"fa6028a1-3754-47ee-b4a3-970f48732030\", \"7fbc74d4-6237-435a-955d-2662462c8cad\", \"2ad33ac3-7a51-4b47-af12-e1dc5829c31e\", \"ac35ce33-44e7-437b-9513-251e360d869d\", \"c92458f9-03f2-430e-98f3-85d54433e6da\", \"b3af0b8e-8f50-4457-845c-94b0efafe3a9\"], \"total_duration\": 2178.0, \"total_sessions\": 7, \"mean_week_duration\": 10.178}}, {\"17601\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-21 16:03:43.000000+00:00\", \"2022-03-21 14:37:15.000000+00:00\"], \"session_ids\": [\"d2b91627-0082-495f-8792-7efd8485859a\", \"bbe90524-6e34-4859-880b-564b3c966639\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 7.729}}, {\"40159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-01 08:59:25.000000+00:00\", \"2022-06-30 05:07:17.000000+00:00\", \"2019-01-31 08:46:15.000000+00:00\", \"2021-12-10 07:01:33.000000+00:00\", \"2020-08-20 17:03:40.000000+00:00\", \"2021-12-19 23:55:56.000000+00:00\", \"2022-05-03 19:47:22.000000+00:00\", \"2022-05-12 12:40:33.000000+00:00\", \"2022-10-09 13:33:32.000000+00:00\", \"2022-03-07 12:11:07.000000+00:00\"], \"session_ids\": [\"b7285f16-5998-40b2-9b7d-d3b0876309dc\", \"e1a2ca6a-135d-4a8a-9617-1bd904b429b9\", \"a441cb23-73cb-4464-933b-9f7ab7f1c5a2\", \"9fd7be59-5b54-4ee1-87f6-eaed59601cbf\", \"f566fd6d-25b1-405c-9121-35865430df4b\", \"4189bcbb-22ce-4662-b3dc-adb2e5154d45\", \"426ddf0c-4c2d-4c15-bd28-e81deb46b742\", \"5ac1018b-920f-4b2e-a3e0-8d40e8caabba\", \"fe98dc35-33c3-4131-b471-4268efceac0c\", \"e32ab343-8dd1-4deb-9c89-68ed3cea1ec1\"], \"total_duration\": 1040.0, \"total_sessions\": 10, \"mean_week_duration\": 5.389}}, {\"24366\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-21 00:48:59.000000+00:00\", \"2022-03-04 09:20:50.000000+00:00\", \"2022-08-29 23:21:15.000000+00:00\"], \"session_ids\": [\"a0fbaa95-3372-4914-a5af-7d344336d08e\", \"742d0314-1983-4d40-aa84-b75738d16492\", \"a3ff0048-c5a6-478f-8647-d558baa88a22\"], \"total_duration\": 477.0, \"total_sessions\": 3, \"mean_week_duration\": 2.926}}, {\"44412\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-23 13:56:50.000000+00:00\", \"2020-08-05 15:55:46.000000+00:00\"], \"session_ids\": [\"c59fcbdc-2c55-4a0e-a592-75bcbc14df7f\", \"88cb4a14-d682-448e-bc3e-845f4c54f8ca\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 2.909}}, {\"29579\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-10-22 03:17:45.000000+00:00\", \"2023-01-12 06:49:45.000000+00:00\"], \"session_ids\": [\"782088b5-b89d-4126-8874-84e88a09143f\", \"3e132410-71b6-473b-90cb-173c910927b7\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.836}}, {\"9448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 8, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-24 04:56:19.000000+00:00\", \"2021-07-18 19:15:39.000000+00:00\"], \"session_ids\": [\"6117aea3-0b93-41ff-8239-26e21c7de09c\", \"b03b766e-492e-4a08-8ef5-c163f6973ceb\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.744}}, {\"52150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-01-02 08:37:54.000000+00:00\", \"2020-02-06 19:04:52.000000+00:00\", \"2023-06-21 11:40:23.000000+00:00\"], \"session_ids\": [\"be936cc0-9c42-4279-87d0-4d57757ee254\", \"a7daa3d2-8222-455c-8952-8a5242c85466\", \"c15562a0-42b1-4695-b643-9cd251d35e98\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.271}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"11386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-01-22 04:27:51.000000+00:00\", \"2019-06-15 16:53:40.000000+00:00\", \"2019-12-24 04:18:35.000000+00:00\", \"2023-03-26 06:15:36.000000+00:00\", \"2019-01-16 10:04:05.000000+00:00\", \"2023-02-15 15:18:03.000000+00:00\"], \"session_ids\": [\"df93dcc3-5062-4978-b3e2-f367e2c5510f\", \"8dfe1067-5c39-42ff-98a1-7c7147d2ca26\", \"89e9d9e0-a80a-430c-9600-584ddb95738b\", \"ea21130f-0068-417b-911b-23c48775cc5b\", \"1fc4b0d5-3056-4e7b-b53f-c7e35f03cb82\", \"f20d6837-72e2-4094-9ea4-28b32483fc31\"], \"total_duration\": 6023.0, \"total_sessions\": 6, \"mean_week_duration\": 27.502}}, {\"72528\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-25 15:51:16.000000+00:00\", \"2023-02-27 23:43:05.000000+00:00\", \"2022-11-20 11:36:47.000000+00:00\", \"2021-04-13 03:58:20.000000+00:00\", \"2019-03-05 12:27:46.000000+00:00\"], \"session_ids\": [\"c01df40b-e4fb-4057-a047-a13dc180ed69\", \"419df5fa-919a-4886-a455-1aded985c8a5\", \"f153f327-238a-4af3-95c1-841f5d097db4\", \"e94aec10-454a-4bd1-afe2-61ee54e39b0a\", \"76c38152-ab7b-4d2a-a4b2-d22f77e376dc\"], \"total_duration\": 2893.0, \"total_sessions\": 5, \"mean_week_duration\": 13.909}}, {\"30469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-04-19 16:46:31.000000+00:00\", \"2020-09-10 22:22:56.000000+00:00\", \"2022-06-16 21:44:32.000000+00:00\", \"2023-05-18 17:24:19.000000+00:00\", \"2019-04-12 08:03:07.000000+00:00\", \"2022-06-25 23:15:10.000000+00:00\", \"2022-03-26 12:49:32.000000+00:00\"], \"session_ids\": [\"d360d56e-9736-4c02-a761-2220b5a390ca\", \"fa6028a1-3754-47ee-b4a3-970f48732030\", \"7fbc74d4-6237-435a-955d-2662462c8cad\", \"2ad33ac3-7a51-4b47-af12-e1dc5829c31e\", \"ac35ce33-44e7-437b-9513-251e360d869d\", \"c92458f9-03f2-430e-98f3-85d54433e6da\", \"b3af0b8e-8f50-4457-845c-94b0efafe3a9\"], \"total_duration\": 2178.0, \"total_sessions\": 7, \"mean_week_duration\": 10.178}}, {\"17601\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-21 16:03:43.000000+00:00\", \"2022-03-21 14:37:15.000000+00:00\"], \"session_ids\": [\"d2b91627-0082-495f-8792-7efd8485859a\", \"bbe90524-6e34-4859-880b-564b3c966639\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 7.729}}, {\"40159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-01 08:59:25.000000+00:00\", \"2022-06-30 05:07:17.000000+00:00\", \"2019-01-31 08:46:15.000000+00:00\", \"2021-12-10 07:01:33.000000+00:00\", \"2020-08-20 17:03:40.000000+00:00\", \"2021-12-19 23:55:56.000000+00:00\", \"2022-05-03 19:47:22.000000+00:00\", \"2022-05-12 12:40:33.000000+00:00\", \"2022-10-09 13:33:32.000000+00:00\", \"2022-03-07 12:11:07.000000+00:00\"], \"session_ids\": [\"b7285f16-5998-40b2-9b7d-d3b0876309dc\", \"e1a2ca6a-135d-4a8a-9617-1bd904b429b9\", \"a441cb23-73cb-4464-933b-9f7ab7f1c5a2\", \"9fd7be59-5b54-4ee1-87f6-eaed59601cbf\", \"f566fd6d-25b1-405c-9121-35865430df4b\", \"4189bcbb-22ce-4662-b3dc-adb2e5154d45\", \"426ddf0c-4c2d-4c15-bd28-e81deb46b742\", \"5ac1018b-920f-4b2e-a3e0-8d40e8caabba\", \"fe98dc35-33c3-4131-b471-4268efceac0c\", \"e32ab343-8dd1-4deb-9c89-68ed3cea1ec1\"], \"total_duration\": 1040.0, \"total_sessions\": 10, \"mean_week_duration\": 5.389}}, {\"24366\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-21 00:48:59.000000+00:00\", \"2022-03-04 09:20:50.000000+00:00\", \"2022-08-29 23:21:15.000000+00:00\"], \"session_ids\": [\"a0fbaa95-3372-4914-a5af-7d344336d08e\", \"742d0314-1983-4d40-aa84-b75738d16492\", \"a3ff0048-c5a6-478f-8647-d558baa88a22\"], \"total_duration\": 477.0, \"total_sessions\": 3, \"mean_week_duration\": 2.926}}, {\"44412\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-23 13:56:50.000000+00:00\", \"2020-08-05 15:55:46.000000+00:00\"], \"session_ids\": [\"c59fcbdc-2c55-4a0e-a592-75bcbc14df7f\", \"88cb4a14-d682-448e-bc3e-845f4c54f8ca\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 2.909}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"11386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-01-22 04:27:51.000000+00:00\", \"2019-06-15 16:53:40.000000+00:00\", \"2019-12-24 04:18:35.000000+00:00\", \"2023-03-26 06:15:36.000000+00:00\", \"2019-01-16 10:04:05.000000+00:00\", \"2023-02-15 15:18:03.000000+00:00\"], \"session_ids\": [\"df93dcc3-5062-4978-b3e2-f367e2c5510f\", \"8dfe1067-5c39-42ff-98a1-7c7147d2ca26\", \"89e9d9e0-a80a-430c-9600-584ddb95738b\", \"ea21130f-0068-417b-911b-23c48775cc5b\", \"1fc4b0d5-3056-4e7b-b53f-c7e35f03cb82\", \"f20d6837-72e2-4094-9ea4-28b32483fc31\"], \"total_duration\": 6023.0, \"total_sessions\": 6, \"mean_week_duration\": 27.502}}, {\"72528\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-25 15:51:16.000000+00:00\", \"2023-02-27 23:43:05.000000+00:00\", \"2022-11-20 11:36:47.000000+00:00\", \"2021-04-13 03:58:20.000000+00:00\", \"2019-03-05 12:27:46.000000+00:00\"], \"session_ids\": [\"c01df40b-e4fb-4057-a047-a13dc180ed69\", \"419df5fa-919a-4886-a455-1aded985c8a5\", \"f153f327-238a-4af3-95c1-841f5d097db4\", \"e94aec10-454a-4bd1-afe2-61ee54e39b0a\", \"76c38152-ab7b-4d2a-a4b2-d22f77e376dc\"], \"total_duration\": 2893.0, \"total_sessions\": 5, \"mean_week_duration\": 13.909}}, {\"30469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-04-19 16:46:31.000000+00:00\", \"2020-09-10 22:22:56.000000+00:00\", \"2022-06-16 21:44:32.000000+00:00\", \"2023-05-18 17:24:19.000000+00:00\", \"2019-04-12 08:03:07.000000+00:00\", \"2022-06-25 23:15:10.000000+00:00\", \"2022-03-26 12:49:32.000000+00:00\"], \"session_ids\": [\"d360d56e-9736-4c02-a761-2220b5a390ca\", \"fa6028a1-3754-47ee-b4a3-970f48732030\", \"7fbc74d4-6237-435a-955d-2662462c8cad\", \"2ad33ac3-7a51-4b47-af12-e1dc5829c31e\", \"ac35ce33-44e7-437b-9513-251e360d869d\", \"c92458f9-03f2-430e-98f3-85d54433e6da\", \"b3af0b8e-8f50-4457-845c-94b0efafe3a9\"], \"total_duration\": 2178.0, \"total_sessions\": 7, \"mean_week_duration\": 10.178}}, {\"17601\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-21 16:03:43.000000+00:00\", \"2022-03-21 14:37:15.000000+00:00\"], \"session_ids\": [\"d2b91627-0082-495f-8792-7efd8485859a\", \"bbe90524-6e34-4859-880b-564b3c966639\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 7.729}}, {\"40159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-01 08:59:25.000000+00:00\", \"2022-06-30 05:07:17.000000+00:00\", \"2019-01-31 08:46:15.000000+00:00\", \"2021-12-10 07:01:33.000000+00:00\", \"2020-08-20 17:03:40.000000+00:00\", \"2021-12-19 23:55:56.000000+00:00\", \"2022-05-03 19:47:22.000000+00:00\", \"2022-05-12 12:40:33.000000+00:00\", \"2022-10-09 13:33:32.000000+00:00\", \"2022-03-07 12:11:07.000000+00:00\"], \"session_ids\": [\"b7285f16-5998-40b2-9b7d-d3b0876309dc\", \"e1a2ca6a-135d-4a8a-9617-1bd904b429b9\", \"a441cb23-73cb-4464-933b-9f7ab7f1c5a2\", \"9fd7be59-5b54-4ee1-87f6-eaed59601cbf\", \"f566fd6d-25b1-405c-9121-35865430df4b\", \"4189bcbb-22ce-4662-b3dc-adb2e5154d45\", \"426ddf0c-4c2d-4c15-bd28-e81deb46b742\", \"5ac1018b-920f-4b2e-a3e0-8d40e8caabba\", \"fe98dc35-33c3-4131-b471-4268efceac0c\", \"e32ab343-8dd1-4deb-9c89-68ed3cea1ec1\"], \"total_duration\": 1040.0, \"total_sessions\": 10, \"mean_week_duration\": 5.389}}, {\"24366\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-21 00:48:59.000000+00:00\", \"2022-03-04 09:20:50.000000+00:00\", \"2022-08-29 23:21:15.000000+00:00\"], \"session_ids\": [\"a0fbaa95-3372-4914-a5af-7d344336d08e\", \"742d0314-1983-4d40-aa84-b75738d16492\", \"a3ff0048-c5a6-478f-8647-d558baa88a22\"], \"total_duration\": 477.0, \"total_sessions\": 3, \"mean_week_duration\": 2.926}}, {\"44412\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-23 13:56:50.000000+00:00\", \"2020-08-05 15:55:46.000000+00:00\"], \"session_ids\": [\"c59fcbdc-2c55-4a0e-a592-75bcbc14df7f\", \"88cb4a14-d682-448e-bc3e-845f4c54f8ca\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 2.909}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 3 users with a duration of sessions per week that is higher than 1, inclusive 1 as well as implement sorting by total sessions form the highest value to the lowest value , and get rid of all entries, except 3."
}
] |
[
{
"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{\"35852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-28 10:56:38.000000+00:00\", \"2019-11-13 01:53:10.000000+00:00\", \"2023-04-13 00:34:47.000000+00:00\", \"2020-09-15 08:52:21.000000+00:00\", \"2021-09-01 20:35:11.000000+00:00\"], \"session_ids\": [\"9460eea5-0afe-4a0a-bd97-a7be1142fe89\", \"5243b4f4-5dc8-4d80-992e-dbfcea36cf1d\", \"62667cd0-aac7-4e76-a328-7dcbb1e403d6\", \"36908f34-c313-4a1a-bc53-a697969967da\", \"a420d7a5-69f1-4da6-9cd6-de978dbaf5b9\"], \"total_duration\": 2629.0, \"total_sessions\": 5, \"mean_week_duration\": 14.77}, \"1777\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-08-31 14:14:46.000000+00:00\", \"2022-10-15 16:25:36.000000+00:00\", \"2021-04-15 03:58:50.000000+00:00\", \"2022-06-18 18:09:46.000000+00:00\"], \"session_ids\": [\"4ac45d9b-0e63-4b33-9eaa-8e98eea1db72\", \"e88bb8dc-d732-4c27-9865-81d242db1955\", \"28be3fdb-1811-487c-81e4-d5e17e413e2f\", \"1169c467-ddc8-4ec4-84ea-e2d0d3770013\"], \"total_duration\": 28.0, \"total_sessions\": 4, \"mean_week_duration\": 0.354}, \"54514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-20 16:57:23.000000+00:00\", \"2021-05-26 19:00:12.000000+00:00\", \"2023-02-14 01:07:28.000000+00:00\"], \"session_ids\": [\"3bbb756a-9acf-4bd2-9746-0348c8927908\", \"504232ce-1956-47dc-8eb1-8b0b100f935d\", \"d37f2864-9d01-4ce0-940b-c7f4f87266e1\"], \"total_duration\": 109.0, \"total_sessions\": 3, \"mean_week_duration\": 1.198}, \"78861\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-23 09:29:42.000000+00:00\", \"2021-02-14 16:48:47.000000+00:00\", \"2020-02-20 12:56:54.000000+00:00\", \"2021-06-02 21:12:42.000000+00:00\", \"2022-02-16 00:26:57.000000+00:00\", \"2023-04-05 03:34:57.000000+00:00\"], \"session_ids\": [\"9faeaf82-8c2a-4508-82ab-670c92fca603\", \"fa366425-74fd-43ee-a320-e9ce30931644\", \"98fc1137-9e83-4d60-9965-96757b388182\", \"dfd90d15-31f8-478a-ad0e-c9a16f022db2\", \"5cf15343-35fa-486d-b43f-c3f3d76f21a1\", \"4300815f-dc90-4e99-8311-41f495b8d9da\"], \"total_duration\": 2034.0, \"total_sessions\": 6, \"mean_week_duration\": 12.479}, \"24406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-30 03:39:18.000000+00:00\", \"2021-01-21 12:14:57.000000+00:00\"], \"session_ids\": [\"2a842765-d7c5-46bd-88ae-0c378be36c8c\", \"3467c667-4a76-4619-9e19-606593df87cc\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.11}, \"52315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-09 12:09:14.000000+00:00\", \"2021-08-12 08:02:37.000000+00:00\"], \"session_ids\": [\"8cd8164c-6123-4c55-aeac-810ae8a22e52\", \"7f212c2f-914e-4324-9cdb-d7bd39fd1a5a\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 86.2}, \"98273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-01-26 02:07:14.000000+00:00\", \"2019-07-25 17:07:50.000000+00:00\", \"2021-04-27 16:57:23.000000+00:00\", \"2020-08-10 06:23:55.000000+00:00\"], \"session_ids\": [\"de47ae39-f55c-494a-aeeb-d73c2bb66c03\", \"4b8f2f05-3bb4-4ba0-97a3-49f2a931b588\", \"8f05869a-7088-4306-a37e-bbdbf699491e\", \"7e08f5a2-413a-4a2d-ac33-116b0309a4d5\"], \"total_duration\": 171.0, \"total_sessions\": 4, \"mean_week_duration\": 1.859}, \"33249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-18 07:16:42.000000+00:00\", \"2022-06-10 14:15:44.000000+00:00\", \"2019-09-07 12:31:07.000000+00:00\", \"2019-12-25 07:10:29.000000+00:00\"], \"session_ids\": [\"c713f764-b1dc-48e8-b7c9-22ce6838bbd0\", \"7e8e97ba-4f47-40ff-8562-36a051508bc4\", \"132260d9-2d0a-4fdf-9a3f-505457605cdb\", \"36a2a002-80d7-4673-841f-7eaadc343ab9\"], \"total_duration\": 737.0, \"total_sessions\": 4, \"mean_week_duration\": 5.118}, \"86995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-07 03:53:10.000000+00:00\", \"2019-06-09 10:09:14.000000+00:00\", \"2020-08-11 08:50:33.000000+00:00\", \"2022-03-08 19:37:39.000000+00:00\", \"2023-02-07 01:44:39.000000+00:00\", \"2020-04-06 20:21:38.000000+00:00\", \"2019-04-02 21:59:51.000000+00:00\"], \"session_ids\": [\"a358137f-2d09-44a0-b45f-477cf79e5efe\", \"f8991133-2867-420a-9e5e-6559a9c621e7\", \"d4e6f392-0379-4f1b-bcfc-0e76b7287a4e\", \"1bbbade1-c378-4757-8c85-7a1f40274af9\", \"b7acfb15-f0d2-42da-b734-6e033d30a625\", \"0a6872a4-ce00-42a4-b234-cc79fb73a7ec\", \"da0beea0-dee6-404c-9bc8-4ef042411b84\"], \"total_duration\": 1984.0, \"total_sessions\": 7, \"mean_week_duration\": 9.871}, \"56608\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-27 21:38:43.000000+00:00\", \"2022-09-01 16:32:38.000000+00:00\"], \"session_ids\": [\"f0bda31d-ef31-4fca-8e14-a3b9e9c0f08a\", \"ca2715a8-821f-4b60-8b93-45555dd1583a\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 17.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 1"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-28 10:56:38.000000+00:00\", \"2019-11-13 01:53:10.000000+00:00\", \"2023-04-13 00:34:47.000000+00:00\", \"2020-09-15 08:52:21.000000+00:00\", \"2021-09-01 20:35:11.000000+00:00\"], \"session_ids\": [\"9460eea5-0afe-4a0a-bd97-a7be1142fe89\", \"5243b4f4-5dc8-4d80-992e-dbfcea36cf1d\", \"62667cd0-aac7-4e76-a328-7dcbb1e403d6\", \"36908f34-c313-4a1a-bc53-a697969967da\", \"a420d7a5-69f1-4da6-9cd6-de978dbaf5b9\"], \"total_duration\": 2629.0, \"total_sessions\": 5, \"mean_week_duration\": 14.77}, \"54514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-20 16:57:23.000000+00:00\", \"2021-05-26 19:00:12.000000+00:00\", \"2023-02-14 01:07:28.000000+00:00\"], \"session_ids\": [\"3bbb756a-9acf-4bd2-9746-0348c8927908\", \"504232ce-1956-47dc-8eb1-8b0b100f935d\", \"d37f2864-9d01-4ce0-940b-c7f4f87266e1\"], \"total_duration\": 109.0, \"total_sessions\": 3, \"mean_week_duration\": 1.198}, \"78861\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-23 09:29:42.000000+00:00\", \"2021-02-14 16:48:47.000000+00:00\", \"2020-02-20 12:56:54.000000+00:00\", \"2021-06-02 21:12:42.000000+00:00\", \"2022-02-16 00:26:57.000000+00:00\", \"2023-04-05 03:34:57.000000+00:00\"], \"session_ids\": [\"9faeaf82-8c2a-4508-82ab-670c92fca603\", \"fa366425-74fd-43ee-a320-e9ce30931644\", \"98fc1137-9e83-4d60-9965-96757b388182\", \"dfd90d15-31f8-478a-ad0e-c9a16f022db2\", \"5cf15343-35fa-486d-b43f-c3f3d76f21a1\", \"4300815f-dc90-4e99-8311-41f495b8d9da\"], \"total_duration\": 2034.0, \"total_sessions\": 6, \"mean_week_duration\": 12.479}, \"24406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-30 03:39:18.000000+00:00\", \"2021-01-21 12:14:57.000000+00:00\"], \"session_ids\": [\"2a842765-d7c5-46bd-88ae-0c378be36c8c\", \"3467c667-4a76-4619-9e19-606593df87cc\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.11}, \"52315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-09 12:09:14.000000+00:00\", \"2021-08-12 08:02:37.000000+00:00\"], \"session_ids\": [\"8cd8164c-6123-4c55-aeac-810ae8a22e52\", \"7f212c2f-914e-4324-9cdb-d7bd39fd1a5a\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 86.2}, \"98273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-01-26 02:07:14.000000+00:00\", \"2019-07-25 17:07:50.000000+00:00\", \"2021-04-27 16:57:23.000000+00:00\", \"2020-08-10 06:23:55.000000+00:00\"], \"session_ids\": [\"de47ae39-f55c-494a-aeeb-d73c2bb66c03\", \"4b8f2f05-3bb4-4ba0-97a3-49f2a931b588\", \"8f05869a-7088-4306-a37e-bbdbf699491e\", \"7e08f5a2-413a-4a2d-ac33-116b0309a4d5\"], \"total_duration\": 171.0, \"total_sessions\": 4, \"mean_week_duration\": 1.859}, \"33249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-18 07:16:42.000000+00:00\", \"2022-06-10 14:15:44.000000+00:00\", \"2019-09-07 12:31:07.000000+00:00\", \"2019-12-25 07:10:29.000000+00:00\"], \"session_ids\": [\"c713f764-b1dc-48e8-b7c9-22ce6838bbd0\", \"7e8e97ba-4f47-40ff-8562-36a051508bc4\", \"132260d9-2d0a-4fdf-9a3f-505457605cdb\", \"36a2a002-80d7-4673-841f-7eaadc343ab9\"], \"total_duration\": 737.0, \"total_sessions\": 4, \"mean_week_duration\": 5.118}, \"86995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-07 03:53:10.000000+00:00\", \"2019-06-09 10:09:14.000000+00:00\", \"2020-08-11 08:50:33.000000+00:00\", \"2022-03-08 19:37:39.000000+00:00\", \"2023-02-07 01:44:39.000000+00:00\", \"2020-04-06 20:21:38.000000+00:00\", \"2019-04-02 21:59:51.000000+00:00\"], \"session_ids\": [\"a358137f-2d09-44a0-b45f-477cf79e5efe\", \"f8991133-2867-420a-9e5e-6559a9c621e7\", \"d4e6f392-0379-4f1b-bcfc-0e76b7287a4e\", \"1bbbade1-c378-4757-8c85-7a1f40274af9\", \"b7acfb15-f0d2-42da-b734-6e033d30a625\", \"0a6872a4-ce00-42a4-b234-cc79fb73a7ec\", \"da0beea0-dee6-404c-9bc8-4ef042411b84\"], \"total_duration\": 1984.0, \"total_sessions\": 7, \"mean_week_duration\": 9.871}, \"56608\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-27 21:38:43.000000+00:00\", \"2022-09-01 16:32:38.000000+00:00\"], \"session_ids\": [\"f0bda31d-ef31-4fca-8e14-a3b9e9c0f08a\", \"ca2715a8-821f-4b60-8b93-45555dd1583a\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 17.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"86995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-07 03:53:10.000000+00:00\", \"2019-06-09 10:09:14.000000+00:00\", \"2020-08-11 08:50:33.000000+00:00\", \"2022-03-08 19:37:39.000000+00:00\", \"2023-02-07 01:44:39.000000+00:00\", \"2020-04-06 20:21:38.000000+00:00\", \"2019-04-02 21:59:51.000000+00:00\"], \"session_ids\": [\"a358137f-2d09-44a0-b45f-477cf79e5efe\", \"f8991133-2867-420a-9e5e-6559a9c621e7\", \"d4e6f392-0379-4f1b-bcfc-0e76b7287a4e\", \"1bbbade1-c378-4757-8c85-7a1f40274af9\", \"b7acfb15-f0d2-42da-b734-6e033d30a625\", \"0a6872a4-ce00-42a4-b234-cc79fb73a7ec\", \"da0beea0-dee6-404c-9bc8-4ef042411b84\"], \"total_duration\": 1984.0, \"total_sessions\": 7, \"mean_week_duration\": 9.871}}, {\"78861\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-23 09:29:42.000000+00:00\", \"2021-02-14 16:48:47.000000+00:00\", \"2020-02-20 12:56:54.000000+00:00\", \"2021-06-02 21:12:42.000000+00:00\", \"2022-02-16 00:26:57.000000+00:00\", \"2023-04-05 03:34:57.000000+00:00\"], \"session_ids\": [\"9faeaf82-8c2a-4508-82ab-670c92fca603\", \"fa366425-74fd-43ee-a320-e9ce30931644\", \"98fc1137-9e83-4d60-9965-96757b388182\", \"dfd90d15-31f8-478a-ad0e-c9a16f022db2\", \"5cf15343-35fa-486d-b43f-c3f3d76f21a1\", \"4300815f-dc90-4e99-8311-41f495b8d9da\"], \"total_duration\": 2034.0, \"total_sessions\": 6, \"mean_week_duration\": 12.479}}, {\"35852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-28 10:56:38.000000+00:00\", \"2019-11-13 01:53:10.000000+00:00\", \"2023-04-13 00:34:47.000000+00:00\", \"2020-09-15 08:52:21.000000+00:00\", \"2021-09-01 20:35:11.000000+00:00\"], \"session_ids\": [\"9460eea5-0afe-4a0a-bd97-a7be1142fe89\", \"5243b4f4-5dc8-4d80-992e-dbfcea36cf1d\", \"62667cd0-aac7-4e76-a328-7dcbb1e403d6\", \"36908f34-c313-4a1a-bc53-a697969967da\", \"a420d7a5-69f1-4da6-9cd6-de978dbaf5b9\"], \"total_duration\": 2629.0, \"total_sessions\": 5, \"mean_week_duration\": 14.77}}, {\"98273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-01-26 02:07:14.000000+00:00\", \"2019-07-25 17:07:50.000000+00:00\", \"2021-04-27 16:57:23.000000+00:00\", \"2020-08-10 06:23:55.000000+00:00\"], \"session_ids\": [\"de47ae39-f55c-494a-aeeb-d73c2bb66c03\", \"4b8f2f05-3bb4-4ba0-97a3-49f2a931b588\", \"8f05869a-7088-4306-a37e-bbdbf699491e\", \"7e08f5a2-413a-4a2d-ac33-116b0309a4d5\"], \"total_duration\": 171.0, \"total_sessions\": 4, \"mean_week_duration\": 1.859}}, {\"33249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-18 07:16:42.000000+00:00\", \"2022-06-10 14:15:44.000000+00:00\", \"2019-09-07 12:31:07.000000+00:00\", \"2019-12-25 07:10:29.000000+00:00\"], \"session_ids\": [\"c713f764-b1dc-48e8-b7c9-22ce6838bbd0\", \"7e8e97ba-4f47-40ff-8562-36a051508bc4\", \"132260d9-2d0a-4fdf-9a3f-505457605cdb\", \"36a2a002-80d7-4673-841f-7eaadc343ab9\"], \"total_duration\": 737.0, \"total_sessions\": 4, \"mean_week_duration\": 5.118}}, {\"54514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-20 16:57:23.000000+00:00\", \"2021-05-26 19:00:12.000000+00:00\", \"2023-02-14 01:07:28.000000+00:00\"], \"session_ids\": [\"3bbb756a-9acf-4bd2-9746-0348c8927908\", \"504232ce-1956-47dc-8eb1-8b0b100f935d\", \"d37f2864-9d01-4ce0-940b-c7f4f87266e1\"], \"total_duration\": 109.0, \"total_sessions\": 3, \"mean_week_duration\": 1.198}}, {\"24406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-30 03:39:18.000000+00:00\", \"2021-01-21 12:14:57.000000+00:00\"], \"session_ids\": [\"2a842765-d7c5-46bd-88ae-0c378be36c8c\", \"3467c667-4a76-4619-9e19-606593df87cc\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.11}}, {\"52315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-09 12:09:14.000000+00:00\", \"2021-08-12 08:02:37.000000+00:00\"], \"session_ids\": [\"8cd8164c-6123-4c55-aeac-810ae8a22e52\", \"7f212c2f-914e-4324-9cdb-d7bd39fd1a5a\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 86.2}}, {\"56608\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-27 21:38:43.000000+00:00\", \"2022-09-01 16:32:38.000000+00:00\"], \"session_ids\": [\"f0bda31d-ef31-4fca-8e14-a3b9e9c0f08a\", \"ca2715a8-821f-4b60-8b93-45555dd1583a\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 17.5}}]\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[{\"86995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-07 03:53:10.000000+00:00\", \"2019-06-09 10:09:14.000000+00:00\", \"2020-08-11 08:50:33.000000+00:00\", \"2022-03-08 19:37:39.000000+00:00\", \"2023-02-07 01:44:39.000000+00:00\", \"2020-04-06 20:21:38.000000+00:00\", \"2019-04-02 21:59:51.000000+00:00\"], \"session_ids\": [\"a358137f-2d09-44a0-b45f-477cf79e5efe\", \"f8991133-2867-420a-9e5e-6559a9c621e7\", \"d4e6f392-0379-4f1b-bcfc-0e76b7287a4e\", \"1bbbade1-c378-4757-8c85-7a1f40274af9\", \"b7acfb15-f0d2-42da-b734-6e033d30a625\", \"0a6872a4-ce00-42a4-b234-cc79fb73a7ec\", \"da0beea0-dee6-404c-9bc8-4ef042411b84\"], \"total_duration\": 1984.0, \"total_sessions\": 7, \"mean_week_duration\": 9.871}}, {\"78861\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-23 09:29:42.000000+00:00\", \"2021-02-14 16:48:47.000000+00:00\", \"2020-02-20 12:56:54.000000+00:00\", \"2021-06-02 21:12:42.000000+00:00\", \"2022-02-16 00:26:57.000000+00:00\", \"2023-04-05 03:34:57.000000+00:00\"], \"session_ids\": [\"9faeaf82-8c2a-4508-82ab-670c92fca603\", \"fa366425-74fd-43ee-a320-e9ce30931644\", \"98fc1137-9e83-4d60-9965-96757b388182\", \"dfd90d15-31f8-478a-ad0e-c9a16f022db2\", \"5cf15343-35fa-486d-b43f-c3f3d76f21a1\", \"4300815f-dc90-4e99-8311-41f495b8d9da\"], \"total_duration\": 2034.0, \"total_sessions\": 6, \"mean_week_duration\": 12.479}}, {\"35852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-28 10:56:38.000000+00:00\", \"2019-11-13 01:53:10.000000+00:00\", \"2023-04-13 00:34:47.000000+00:00\", \"2020-09-15 08:52:21.000000+00:00\", \"2021-09-01 20:35:11.000000+00:00\"], \"session_ids\": [\"9460eea5-0afe-4a0a-bd97-a7be1142fe89\", \"5243b4f4-5dc8-4d80-992e-dbfcea36cf1d\", \"62667cd0-aac7-4e76-a328-7dcbb1e403d6\", \"36908f34-c313-4a1a-bc53-a697969967da\", \"a420d7a5-69f1-4da6-9cd6-de978dbaf5b9\"], \"total_duration\": 2629.0, \"total_sessions\": 5, \"mean_week_duration\": 14.77}}]\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[{\"86995\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-07 03:53:10.000000+00:00\", \"2019-06-09 10:09:14.000000+00:00\", \"2020-08-11 08:50:33.000000+00:00\", \"2022-03-08 19:37:39.000000+00:00\", \"2023-02-07 01:44:39.000000+00:00\", \"2020-04-06 20:21:38.000000+00:00\", \"2019-04-02 21:59:51.000000+00:00\"], \"session_ids\": [\"a358137f-2d09-44a0-b45f-477cf79e5efe\", \"f8991133-2867-420a-9e5e-6559a9c621e7\", \"d4e6f392-0379-4f1b-bcfc-0e76b7287a4e\", \"1bbbade1-c378-4757-8c85-7a1f40274af9\", \"b7acfb15-f0d2-42da-b734-6e033d30a625\", \"0a6872a4-ce00-42a4-b234-cc79fb73a7ec\", \"da0beea0-dee6-404c-9bc8-4ef042411b84\"], \"total_duration\": 1984.0, \"total_sessions\": 7, \"mean_week_duration\": 9.871}}, {\"78861\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-23 09:29:42.000000+00:00\", \"2021-02-14 16:48:47.000000+00:00\", \"2020-02-20 12:56:54.000000+00:00\", \"2021-06-02 21:12:42.000000+00:00\", \"2022-02-16 00:26:57.000000+00:00\", \"2023-04-05 03:34:57.000000+00:00\"], \"session_ids\": [\"9faeaf82-8c2a-4508-82ab-670c92fca603\", \"fa366425-74fd-43ee-a320-e9ce30931644\", \"98fc1137-9e83-4d60-9965-96757b388182\", \"dfd90d15-31f8-478a-ad0e-c9a16f022db2\", \"5cf15343-35fa-486d-b43f-c3f3d76f21a1\", \"4300815f-dc90-4e99-8311-41f495b8d9da\"], \"total_duration\": 2034.0, \"total_sessions\": 6, \"mean_week_duration\": 12.479}}, {\"35852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-28 10:56:38.000000+00:00\", \"2019-11-13 01:53:10.000000+00:00\", \"2023-04-13 00:34:47.000000+00:00\", \"2020-09-15 08:52:21.000000+00:00\", \"2021-09-01 20:35:11.000000+00:00\"], \"session_ids\": [\"9460eea5-0afe-4a0a-bd97-a7be1142fe89\", \"5243b4f4-5dc8-4d80-992e-dbfcea36cf1d\", \"62667cd0-aac7-4e76-a328-7dcbb1e403d6\", \"36908f34-c313-4a1a-bc53-a697969967da\", \"a420d7a5-69f1-4da6-9cd6-de978dbaf5b9\"], \"total_duration\": 2629.0, \"total_sessions\": 5, \"mean_week_duration\": 14.77}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 6 users with a total sessoins count that is higher than 2 and lower than 9 , and sort by sessions summation form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11816\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-08 23:56:02.000000+00:00\", \"2020-04-14 00:43:23.000000+00:00\"], \"session_ids\": [\"5e7fe837-c69e-4855-898c-a87f116e1104\", \"1e2b2084-6cc2-45c6-9e52-5c4d3e90712d\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}, \"19315\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-16 18:45:30.000000+00:00\", \"2021-07-01 05:58:31.000000+00:00\"], \"session_ids\": [\"32ad2a66-017e-4df1-93a0-b10ac975f6e2\", \"75eac4b4-9855-4614-91e9-2d9c3b472970\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}, \"11748\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 8}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-19 06:02:33.000000+00:00\", \"2020-03-07 12:29:01.000000+00:00\", \"2023-02-23 12:49:25.000000+00:00\", \"2021-08-10 23:13:23.000000+00:00\", \"2020-11-29 14:58:25.000000+00:00\", \"2022-10-17 11:35:27.000000+00:00\", \"2019-08-11 17:24:01.000000+00:00\", \"2023-02-14 16:30:10.000000+00:00\"], \"session_ids\": [\"ca1676bf-d717-4707-8e8d-fc3175eccd57\", \"15efd84b-3c7e-456a-b425-84fca82d1adf\", \"712d61ed-8989-4de8-b763-cda55e79bc31\", \"3568701e-670f-4776-b33c-7687aeb00603\", \"725d194b-1d65-419a-87ea-2d6bad11b4c3\", \"63c94078-19fb-482a-8bb8-a708f01369a0\", \"f2351031-f74d-4941-b6c6-898df5d7540e\", \"688eacec-d667-4c0a-8d6e-e27b118b73f5\"], \"total_duration\": 9102.0, \"total_sessions\": 8, \"mean_week_duration\": 42.533}, \"88782\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-01-07 16:02:48.000000+00:00\", \"2019-01-06 11:26:30.000000+00:00\", \"2019-05-17 08:02:37.000000+00:00\", \"2021-11-13 08:19:03.000000+00:00\", \"2019-07-05 06:31:17.000000+00:00\"], \"session_ids\": [\"54f749c1-3d16-42c2-8d41-4866444c7511\", \"9da67c34-ce10-424e-b759-8d2dc2847ceb\", \"fb8b7877-22df-4a9b-a2ae-467613867f42\", \"3acfd963-7bcc-498c-b3fb-ff1ab29fb9f8\", \"165439e5-f503-43eb-bf17-e6797be3096f\"], \"total_duration\": 2053.0, \"total_sessions\": 5, \"mean_week_duration\": 13.076}, \"13450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-08 18:59:52.000000+00:00\", \"2020-09-16 13:18:25.000000+00:00\"], \"session_ids\": [\"8c895711-a9f4-4f9e-bc91-82c4f5e16aa0\", \"9959cc8b-213e-494c-bb6a-6a2075c3971a\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.433}, \"6595\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-12-27 06:11:32.000000+00:00\", \"2020-02-15 14:08:01.000000+00:00\", \"2021-01-12 10:23:53.000000+00:00\", \"2020-05-30 19:05:59.000000+00:00\", \"2023-06-25 12:55:10.000000+00:00\", \"2019-10-10 11:22:47.000000+00:00\", \"2023-05-01 08:49:48.000000+00:00\", \"2021-07-20 00:52:43.000000+00:00\", \"2019-04-28 04:55:13.000000+00:00\", \"2022-10-07 18:49:29.000000+00:00\", \"2022-02-22 11:45:31.000000+00:00\"], \"session_ids\": [\"0b453fb0-099e-43cb-a482-e229067d1a0f\", \"8fb28da0-ef44-4691-8f79-26b2c31d27d9\", \"59165b28-d562-411e-b13b-88e0c4101467\", \"177aac62-bda8-4fff-b3ba-3f47010dfa54\", \"521d3c27-a0ab-4a93-841d-ad3e96eeb847\", \"e45a92f3-de1e-4672-80bf-5ca4a022c2bc\", \"7256a3d6-1ccf-443c-851f-76e0dd008f9b\", \"5d300cd3-fe24-40e0-8aaa-ef9bf4cb8c2e\", \"07f552e1-4ac3-4c61-92b6-f71defeab3c8\", \"85e66f4a-cf41-470f-88fe-55efcbab45a5\", \"7773147d-849e-4f8a-a948-a153f58c3fe3\"], \"total_duration\": 4653.0, \"total_sessions\": 11, \"mean_week_duration\": 21.442}, \"57880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-09-16 23:59:48.000000+00:00\", \"2019-05-10 12:44:58.000000+00:00\"], \"session_ids\": [\"c211eb73-3d18-45c7-bf38-ab9d1e3cc9ed\", \"7686163e-0b8c-419c-b42e-3af44defc93b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.354}, \"71190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-03 00:33:30.000000+00:00\", \"2020-10-20 09:41:56.000000+00:00\"], \"session_ids\": [\"d52fa6df-f5bf-4eef-be4a-8c00b2b87d08\", \"81c2d5e0-2788-4b5a-bdcd-fae2cdaf74b3\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 2.843}, \"12816\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-17 21:39:34.000000+00:00\", \"2023-02-01 11:59:26.000000+00:00\", \"2022-10-21 16:59:17.000000+00:00\", \"2021-07-29 05:59:14.000000+00:00\", \"2021-05-08 05:57:37.000000+00:00\", \"2021-01-18 08:19:47.000000+00:00\", \"2022-02-19 09:58:22.000000+00:00\", \"2022-06-01 12:47:22.000000+00:00\"], \"session_ids\": [\"c9e979d2-9ecb-464f-8c5c-7ede8fd420db\", \"20eeeb90-f570-4a06-985f-476bf892cbf5\", \"3a2ad575-6131-4530-9c50-b72ab4d620e6\", \"719a51b4-c263-4319-8752-5250330374d1\", \"f6786cbf-be9a-44c9-bf81-d967f4f0a984\", \"826f9e4a-7465-455d-8974-4a666bb8b50a\", \"2f1496d9-b03c-4163-bc9f-f63ba1f43bbd\", \"b49f60a0-187a-4e07-b4b8-4bf09976cf2c\"], \"total_duration\": 5631.0, \"total_sessions\": 8, \"mean_week_duration\": 52.626}, \"67866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-28 06:03:46.000000+00:00\", \"2022-12-22 15:33:22.000000+00:00\"], \"session_ids\": [\"7eb673c5-f6c0-47b6-9104-8d4412aeaaee\", \"ae6a64ad-e2b3-4db0-88c1-a9ea1646aefc\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 9.952}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 2 and are equal or less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11816\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-08 23:56:02.000000+00:00\", \"2020-04-14 00:43:23.000000+00:00\"], \"session_ids\": [\"5e7fe837-c69e-4855-898c-a87f116e1104\", \"1e2b2084-6cc2-45c6-9e52-5c4d3e90712d\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}, \"19315\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-16 18:45:30.000000+00:00\", \"2021-07-01 05:58:31.000000+00:00\"], \"session_ids\": [\"32ad2a66-017e-4df1-93a0-b10ac975f6e2\", \"75eac4b4-9855-4614-91e9-2d9c3b472970\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}, \"11748\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 8}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-19 06:02:33.000000+00:00\", \"2020-03-07 12:29:01.000000+00:00\", \"2023-02-23 12:49:25.000000+00:00\", \"2021-08-10 23:13:23.000000+00:00\", \"2020-11-29 14:58:25.000000+00:00\", \"2022-10-17 11:35:27.000000+00:00\", \"2019-08-11 17:24:01.000000+00:00\", \"2023-02-14 16:30:10.000000+00:00\"], \"session_ids\": [\"ca1676bf-d717-4707-8e8d-fc3175eccd57\", \"15efd84b-3c7e-456a-b425-84fca82d1adf\", \"712d61ed-8989-4de8-b763-cda55e79bc31\", \"3568701e-670f-4776-b33c-7687aeb00603\", \"725d194b-1d65-419a-87ea-2d6bad11b4c3\", \"63c94078-19fb-482a-8bb8-a708f01369a0\", \"f2351031-f74d-4941-b6c6-898df5d7540e\", \"688eacec-d667-4c0a-8d6e-e27b118b73f5\"], \"total_duration\": 9102.0, \"total_sessions\": 8, \"mean_week_duration\": 42.533}, \"88782\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-01-07 16:02:48.000000+00:00\", \"2019-01-06 11:26:30.000000+00:00\", \"2019-05-17 08:02:37.000000+00:00\", \"2021-11-13 08:19:03.000000+00:00\", \"2019-07-05 06:31:17.000000+00:00\"], \"session_ids\": [\"54f749c1-3d16-42c2-8d41-4866444c7511\", \"9da67c34-ce10-424e-b759-8d2dc2847ceb\", \"fb8b7877-22df-4a9b-a2ae-467613867f42\", \"3acfd963-7bcc-498c-b3fb-ff1ab29fb9f8\", \"165439e5-f503-43eb-bf17-e6797be3096f\"], \"total_duration\": 2053.0, \"total_sessions\": 5, \"mean_week_duration\": 13.076}, \"13450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-08 18:59:52.000000+00:00\", \"2020-09-16 13:18:25.000000+00:00\"], \"session_ids\": [\"8c895711-a9f4-4f9e-bc91-82c4f5e16aa0\", \"9959cc8b-213e-494c-bb6a-6a2075c3971a\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.433}, \"57880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-09-16 23:59:48.000000+00:00\", \"2019-05-10 12:44:58.000000+00:00\"], \"session_ids\": [\"c211eb73-3d18-45c7-bf38-ab9d1e3cc9ed\", \"7686163e-0b8c-419c-b42e-3af44defc93b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.354}, \"71190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-03 00:33:30.000000+00:00\", \"2020-10-20 09:41:56.000000+00:00\"], \"session_ids\": [\"d52fa6df-f5bf-4eef-be4a-8c00b2b87d08\", \"81c2d5e0-2788-4b5a-bdcd-fae2cdaf74b3\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 2.843}, \"12816\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-17 21:39:34.000000+00:00\", \"2023-02-01 11:59:26.000000+00:00\", \"2022-10-21 16:59:17.000000+00:00\", \"2021-07-29 05:59:14.000000+00:00\", \"2021-05-08 05:57:37.000000+00:00\", \"2021-01-18 08:19:47.000000+00:00\", \"2022-02-19 09:58:22.000000+00:00\", \"2022-06-01 12:47:22.000000+00:00\"], \"session_ids\": [\"c9e979d2-9ecb-464f-8c5c-7ede8fd420db\", \"20eeeb90-f570-4a06-985f-476bf892cbf5\", \"3a2ad575-6131-4530-9c50-b72ab4d620e6\", \"719a51b4-c263-4319-8752-5250330374d1\", \"f6786cbf-be9a-44c9-bf81-d967f4f0a984\", \"826f9e4a-7465-455d-8974-4a666bb8b50a\", \"2f1496d9-b03c-4163-bc9f-f63ba1f43bbd\", \"b49f60a0-187a-4e07-b4b8-4bf09976cf2c\"], \"total_duration\": 5631.0, \"total_sessions\": 8, \"mean_week_duration\": 52.626}, \"67866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-28 06:03:46.000000+00:00\", \"2022-12-22 15:33:22.000000+00:00\"], \"session_ids\": [\"7eb673c5-f6c0-47b6-9104-8d4412aeaaee\", \"ae6a64ad-e2b3-4db0-88c1-a9ea1646aefc\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 9.952}}\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[{\"11816\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-08 23:56:02.000000+00:00\", \"2020-04-14 00:43:23.000000+00:00\"], \"session_ids\": [\"5e7fe837-c69e-4855-898c-a87f116e1104\", \"1e2b2084-6cc2-45c6-9e52-5c4d3e90712d\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}}, {\"19315\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-16 18:45:30.000000+00:00\", \"2021-07-01 05:58:31.000000+00:00\"], \"session_ids\": [\"32ad2a66-017e-4df1-93a0-b10ac975f6e2\", \"75eac4b4-9855-4614-91e9-2d9c3b472970\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}}, {\"13450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-08 18:59:52.000000+00:00\", \"2020-09-16 13:18:25.000000+00:00\"], \"session_ids\": [\"8c895711-a9f4-4f9e-bc91-82c4f5e16aa0\", \"9959cc8b-213e-494c-bb6a-6a2075c3971a\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.433}}, {\"57880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-09-16 23:59:48.000000+00:00\", \"2019-05-10 12:44:58.000000+00:00\"], \"session_ids\": [\"c211eb73-3d18-45c7-bf38-ab9d1e3cc9ed\", \"7686163e-0b8c-419c-b42e-3af44defc93b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.354}}, {\"71190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-03 00:33:30.000000+00:00\", \"2020-10-20 09:41:56.000000+00:00\"], \"session_ids\": [\"d52fa6df-f5bf-4eef-be4a-8c00b2b87d08\", \"81c2d5e0-2788-4b5a-bdcd-fae2cdaf74b3\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 2.843}}, {\"67866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-28 06:03:46.000000+00:00\", \"2022-12-22 15:33:22.000000+00:00\"], \"session_ids\": [\"7eb673c5-f6c0-47b6-9104-8d4412aeaaee\", \"ae6a64ad-e2b3-4db0-88c1-a9ea1646aefc\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 9.952}}, {\"88782\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-01-07 16:02:48.000000+00:00\", \"2019-01-06 11:26:30.000000+00:00\", \"2019-05-17 08:02:37.000000+00:00\", \"2021-11-13 08:19:03.000000+00:00\", \"2019-07-05 06:31:17.000000+00:00\"], \"session_ids\": [\"54f749c1-3d16-42c2-8d41-4866444c7511\", \"9da67c34-ce10-424e-b759-8d2dc2847ceb\", \"fb8b7877-22df-4a9b-a2ae-467613867f42\", \"3acfd963-7bcc-498c-b3fb-ff1ab29fb9f8\", \"165439e5-f503-43eb-bf17-e6797be3096f\"], \"total_duration\": 2053.0, \"total_sessions\": 5, \"mean_week_duration\": 13.076}}, {\"11748\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 8}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-19 06:02:33.000000+00:00\", \"2020-03-07 12:29:01.000000+00:00\", \"2023-02-23 12:49:25.000000+00:00\", \"2021-08-10 23:13:23.000000+00:00\", \"2020-11-29 14:58:25.000000+00:00\", \"2022-10-17 11:35:27.000000+00:00\", \"2019-08-11 17:24:01.000000+00:00\", \"2023-02-14 16:30:10.000000+00:00\"], \"session_ids\": [\"ca1676bf-d717-4707-8e8d-fc3175eccd57\", \"15efd84b-3c7e-456a-b425-84fca82d1adf\", \"712d61ed-8989-4de8-b763-cda55e79bc31\", \"3568701e-670f-4776-b33c-7687aeb00603\", \"725d194b-1d65-419a-87ea-2d6bad11b4c3\", \"63c94078-19fb-482a-8bb8-a708f01369a0\", \"f2351031-f74d-4941-b6c6-898df5d7540e\", \"688eacec-d667-4c0a-8d6e-e27b118b73f5\"], \"total_duration\": 9102.0, \"total_sessions\": 8, \"mean_week_duration\": 42.533}}, {\"12816\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-17 21:39:34.000000+00:00\", \"2023-02-01 11:59:26.000000+00:00\", \"2022-10-21 16:59:17.000000+00:00\", \"2021-07-29 05:59:14.000000+00:00\", \"2021-05-08 05:57:37.000000+00:00\", \"2021-01-18 08:19:47.000000+00:00\", \"2022-02-19 09:58:22.000000+00:00\", \"2022-06-01 12:47:22.000000+00:00\"], \"session_ids\": [\"c9e979d2-9ecb-464f-8c5c-7ede8fd420db\", \"20eeeb90-f570-4a06-985f-476bf892cbf5\", \"3a2ad575-6131-4530-9c50-b72ab4d620e6\", \"719a51b4-c263-4319-8752-5250330374d1\", \"f6786cbf-be9a-44c9-bf81-d967f4f0a984\", \"826f9e4a-7465-455d-8974-4a666bb8b50a\", \"2f1496d9-b03c-4163-bc9f-f63ba1f43bbd\", \"b49f60a0-187a-4e07-b4b8-4bf09976cf2c\"], \"total_duration\": 5631.0, \"total_sessions\": 8, \"mean_week_duration\": 52.626}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"11816\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-08 23:56:02.000000+00:00\", \"2020-04-14 00:43:23.000000+00:00\"], \"session_ids\": [\"5e7fe837-c69e-4855-898c-a87f116e1104\", \"1e2b2084-6cc2-45c6-9e52-5c4d3e90712d\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}}, {\"19315\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-16 18:45:30.000000+00:00\", \"2021-07-01 05:58:31.000000+00:00\"], \"session_ids\": [\"32ad2a66-017e-4df1-93a0-b10ac975f6e2\", \"75eac4b4-9855-4614-91e9-2d9c3b472970\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}}, {\"13450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-08 18:59:52.000000+00:00\", \"2020-09-16 13:18:25.000000+00:00\"], \"session_ids\": [\"8c895711-a9f4-4f9e-bc91-82c4f5e16aa0\", \"9959cc8b-213e-494c-bb6a-6a2075c3971a\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.433}}, {\"57880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-09-16 23:59:48.000000+00:00\", \"2019-05-10 12:44:58.000000+00:00\"], \"session_ids\": [\"c211eb73-3d18-45c7-bf38-ab9d1e3cc9ed\", \"7686163e-0b8c-419c-b42e-3af44defc93b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.354}}, {\"71190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-03 00:33:30.000000+00:00\", \"2020-10-20 09:41:56.000000+00:00\"], \"session_ids\": [\"d52fa6df-f5bf-4eef-be4a-8c00b2b87d08\", \"81c2d5e0-2788-4b5a-bdcd-fae2cdaf74b3\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 2.843}}, {\"67866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-28 06:03:46.000000+00:00\", \"2022-12-22 15:33:22.000000+00:00\"], \"session_ids\": [\"7eb673c5-f6c0-47b6-9104-8d4412aeaaee\", \"ae6a64ad-e2b3-4db0-88c1-a9ea1646aefc\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 9.952}}]\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[{\"11816\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-08 23:56:02.000000+00:00\", \"2020-04-14 00:43:23.000000+00:00\"], \"session_ids\": [\"5e7fe837-c69e-4855-898c-a87f116e1104\", \"1e2b2084-6cc2-45c6-9e52-5c4d3e90712d\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}}, {\"19315\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-16 18:45:30.000000+00:00\", \"2021-07-01 05:58:31.000000+00:00\"], \"session_ids\": [\"32ad2a66-017e-4df1-93a0-b10ac975f6e2\", \"75eac4b4-9855-4614-91e9-2d9c3b472970\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}}, {\"13450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-08 18:59:52.000000+00:00\", \"2020-09-16 13:18:25.000000+00:00\"], \"session_ids\": [\"8c895711-a9f4-4f9e-bc91-82c4f5e16aa0\", \"9959cc8b-213e-494c-bb6a-6a2075c3971a\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.433}}, {\"57880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-09-16 23:59:48.000000+00:00\", \"2019-05-10 12:44:58.000000+00:00\"], \"session_ids\": [\"c211eb73-3d18-45c7-bf38-ab9d1e3cc9ed\", \"7686163e-0b8c-419c-b42e-3af44defc93b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.354}}, {\"71190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-03 00:33:30.000000+00:00\", \"2020-10-20 09:41:56.000000+00:00\"], \"session_ids\": [\"d52fa6df-f5bf-4eef-be4a-8c00b2b87d08\", \"81c2d5e0-2788-4b5a-bdcd-fae2cdaf74b3\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 2.843}}, {\"67866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-28 06:03:46.000000+00:00\", \"2022-12-22 15:33:22.000000+00:00\"], \"session_ids\": [\"7eb673c5-f6c0-47b6-9104-8d4412aeaaee\", \"ae6a64ad-e2b3-4db0-88c1-a9ea1646aefc\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 9.952}}]\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 sessions summation that is higher than 10 and lower than 4, exclusively 4 and in addition execute sorting by sum of duration of sessions per week from the smallest value to the largest value plus remain only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-07 23:15:37.000000+00:00\", \"2023-02-24 22:04:37.000000+00:00\"], \"session_ids\": [\"49c0b2d9-f58c-4ce8-a98a-a64cc41581e0\", \"81980910-a13d-43b0-a4cd-4681cb24abab\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"15550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-18 23:13:55.000000+00:00\", \"2023-01-10 13:43:18.000000+00:00\"], \"session_ids\": [\"1e6d2817-8129-4353-8e5d-d40ceed18328\", \"209c31e9-a14f-454f-acb8-48b734ec574f\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 11.5}, \"79579\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-08-02 19:18:15.000000+00:00\", \"2020-04-20 09:19:46.000000+00:00\"], \"session_ids\": [\"7803074c-db1b-4966-bf52-bd54fcc81fd6\", \"14ab6393-bebb-44e8-892c-989ff5dd990e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}, \"94629\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2019-08-11 18:13:19.000000+00:00\", \"2021-05-13 15:31:03.000000+00:00\", \"2021-02-03 17:53:50.000000+00:00\", \"2021-01-20 13:21:11.000000+00:00\", \"2021-12-26 13:29:47.000000+00:00\"], \"session_ids\": [\"d5797a59-c733-45bb-be6f-35f32bcf81ed\", \"ef69742d-b791-46a4-8089-b3b1993def47\", \"04006ad5-9fc9-46fc-bfe7-f8785b894be9\", \"e9569e82-b810-411e-a01d-f29f826576ee\", \"d64da7fe-3995-42ef-b469-6002267b6783\"], \"total_duration\": 52.0, \"total_sessions\": 5, \"mean_week_duration\": 0.419}, \"25911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-08-12 00:15:16.000000+00:00\", \"2020-08-10 12:39:51.000000+00:00\"], \"session_ids\": [\"de560d78-06a8-4bcc-bd08-6b542cff5657\", \"0988fc03-7be0-4781-86a5-cacb86a8d17c\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 2.838}, \"5062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-08 14:48:36.000000+00:00\", \"2021-12-23 07:26:52.000000+00:00\"], \"session_ids\": [\"9e2a1aa6-8f32-46e9-9029-acf04d28e92a\", \"7ab8af8a-55bd-47a9-9b66-5f125c510b71\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 1.574}, \"87181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-18 01:21:33.000000+00:00\", \"2022-11-23 10:02:25.000000+00:00\", \"2020-04-26 06:02:43.000000+00:00\"], \"session_ids\": [\"94fa3fd8-be47-4d68-a744-f53d3138cd8b\", \"db16fea9-6413-40fa-bdd2-f4dc5cfdf889\", \"fc8a4120-88be-4c23-8928-3496b6772fbb\"], \"total_duration\": 724.0, \"total_sessions\": 3, \"mean_week_duration\": 4.582}, \"2452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-14 14:44:12.000000+00:00\", \"2021-12-26 11:58:12.000000+00:00\", \"2020-04-03 20:19:20.000000+00:00\", \"2022-08-28 17:18:46.000000+00:00\", \"2020-07-18 07:36:32.000000+00:00\", \"2020-04-27 08:22:49.000000+00:00\", \"2020-06-23 06:07:53.000000+00:00\", \"2022-09-03 15:58:07.000000+00:00\"], \"session_ids\": [\"e92bd8f9-d759-4f9b-b279-bdbe941d1610\", \"e6be23c3-3cc2-4ae7-bd9c-dab61d04d7a4\", \"9fb73507-d359-4c35-a933-fd35c76cf2da\", \"9b072594-e5ce-4e66-8c1e-36a5dd8a1dd5\", \"9ee3d27b-f4ce-4b9b-82ad-e7ec046c880d\", \"fd028527-0be2-4cca-bd42-bb52f95875a7\", \"ebe29562-bb04-4c31-bf95-516d82ad8ef8\", \"bdb53e53-b3e2-4038-a91c-965528dc633b\"], \"total_duration\": 2847.0, \"total_sessions\": 8, \"mean_week_duration\": 18.487}, \"89026\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-11 07:39:15.000000+00:00\", \"2019-12-14 22:46:37.000000+00:00\"], \"session_ids\": [\"aaeea797-2064-475e-a4dc-d79a8a8647fa\", \"e9ab3f7f-c4ba-4a9f-8d4c-69282616a115\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 11.2}, \"23245\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-28 15:04:15.000000+00:00\", \"2020-03-29 15:20:02.000000+00:00\"], \"session_ids\": [\"aa317836-4110-42a1-9326-da6f305d9990\", \"3f3b20be-7f8d-4ada-b1b9-111e5d9ba9be\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 3.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 4 and are equal or greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-07 23:15:37.000000+00:00\", \"2023-02-24 22:04:37.000000+00:00\"], \"session_ids\": [\"49c0b2d9-f58c-4ce8-a98a-a64cc41581e0\", \"81980910-a13d-43b0-a4cd-4681cb24abab\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"15550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-18 23:13:55.000000+00:00\", \"2023-01-10 13:43:18.000000+00:00\"], \"session_ids\": [\"1e6d2817-8129-4353-8e5d-d40ceed18328\", \"209c31e9-a14f-454f-acb8-48b734ec574f\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 11.5}, \"79579\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-08-02 19:18:15.000000+00:00\", \"2020-04-20 09:19:46.000000+00:00\"], \"session_ids\": [\"7803074c-db1b-4966-bf52-bd54fcc81fd6\", \"14ab6393-bebb-44e8-892c-989ff5dd990e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}, \"25911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-08-12 00:15:16.000000+00:00\", \"2020-08-10 12:39:51.000000+00:00\"], \"session_ids\": [\"de560d78-06a8-4bcc-bd08-6b542cff5657\", \"0988fc03-7be0-4781-86a5-cacb86a8d17c\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 2.838}, \"5062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-08 14:48:36.000000+00:00\", \"2021-12-23 07:26:52.000000+00:00\"], \"session_ids\": [\"9e2a1aa6-8f32-46e9-9029-acf04d28e92a\", \"7ab8af8a-55bd-47a9-9b66-5f125c510b71\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 1.574}, \"87181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-18 01:21:33.000000+00:00\", \"2022-11-23 10:02:25.000000+00:00\", \"2020-04-26 06:02:43.000000+00:00\"], \"session_ids\": [\"94fa3fd8-be47-4d68-a744-f53d3138cd8b\", \"db16fea9-6413-40fa-bdd2-f4dc5cfdf889\", \"fc8a4120-88be-4c23-8928-3496b6772fbb\"], \"total_duration\": 724.0, \"total_sessions\": 3, \"mean_week_duration\": 4.582}, \"89026\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-11 07:39:15.000000+00:00\", \"2019-12-14 22:46:37.000000+00:00\"], \"session_ids\": [\"aaeea797-2064-475e-a4dc-d79a8a8647fa\", \"e9ab3f7f-c4ba-4a9f-8d4c-69282616a115\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 11.2}, \"23245\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-28 15:04:15.000000+00:00\", \"2020-03-29 15:20:02.000000+00:00\"], \"session_ids\": [\"aa317836-4110-42a1-9326-da6f305d9990\", \"3f3b20be-7f8d-4ada-b1b9-111e5d9ba9be\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 3.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"79579\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-08-02 19:18:15.000000+00:00\", \"2020-04-20 09:19:46.000000+00:00\"], \"session_ids\": [\"7803074c-db1b-4966-bf52-bd54fcc81fd6\", \"14ab6393-bebb-44e8-892c-989ff5dd990e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}}, {\"5062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-08 14:48:36.000000+00:00\", \"2021-12-23 07:26:52.000000+00:00\"], \"session_ids\": [\"9e2a1aa6-8f32-46e9-9029-acf04d28e92a\", \"7ab8af8a-55bd-47a9-9b66-5f125c510b71\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 1.574}}, {\"26478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-07 23:15:37.000000+00:00\", \"2023-02-24 22:04:37.000000+00:00\"], \"session_ids\": [\"49c0b2d9-f58c-4ce8-a98a-a64cc41581e0\", \"81980910-a13d-43b0-a4cd-4681cb24abab\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"25911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-08-12 00:15:16.000000+00:00\", \"2020-08-10 12:39:51.000000+00:00\"], \"session_ids\": [\"de560d78-06a8-4bcc-bd08-6b542cff5657\", \"0988fc03-7be0-4781-86a5-cacb86a8d17c\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 2.838}}, {\"23245\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-28 15:04:15.000000+00:00\", \"2020-03-29 15:20:02.000000+00:00\"], \"session_ids\": [\"aa317836-4110-42a1-9326-da6f305d9990\", \"3f3b20be-7f8d-4ada-b1b9-111e5d9ba9be\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 3.75}}, {\"87181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-18 01:21:33.000000+00:00\", \"2022-11-23 10:02:25.000000+00:00\", \"2020-04-26 06:02:43.000000+00:00\"], \"session_ids\": [\"94fa3fd8-be47-4d68-a744-f53d3138cd8b\", \"db16fea9-6413-40fa-bdd2-f4dc5cfdf889\", \"fc8a4120-88be-4c23-8928-3496b6772fbb\"], \"total_duration\": 724.0, \"total_sessions\": 3, \"mean_week_duration\": 4.582}}, {\"89026\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-11 07:39:15.000000+00:00\", \"2019-12-14 22:46:37.000000+00:00\"], \"session_ids\": [\"aaeea797-2064-475e-a4dc-d79a8a8647fa\", \"e9ab3f7f-c4ba-4a9f-8d4c-69282616a115\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 11.2}}, {\"15550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-18 23:13:55.000000+00:00\", \"2023-01-10 13:43:18.000000+00:00\"], \"session_ids\": [\"1e6d2817-8129-4353-8e5d-d40ceed18328\", \"209c31e9-a14f-454f-acb8-48b734ec574f\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 11.5}}]\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[{\"79579\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-08-02 19:18:15.000000+00:00\", \"2020-04-20 09:19:46.000000+00:00\"], \"session_ids\": [\"7803074c-db1b-4966-bf52-bd54fcc81fd6\", \"14ab6393-bebb-44e8-892c-989ff5dd990e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}}, {\"5062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-08 14:48:36.000000+00:00\", \"2021-12-23 07:26:52.000000+00:00\"], \"session_ids\": [\"9e2a1aa6-8f32-46e9-9029-acf04d28e92a\", \"7ab8af8a-55bd-47a9-9b66-5f125c510b71\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 1.574}}, {\"26478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-07 23:15:37.000000+00:00\", \"2023-02-24 22:04:37.000000+00:00\"], \"session_ids\": [\"49c0b2d9-f58c-4ce8-a98a-a64cc41581e0\", \"81980910-a13d-43b0-a4cd-4681cb24abab\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"25911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-08-12 00:15:16.000000+00:00\", \"2020-08-10 12:39:51.000000+00:00\"], \"session_ids\": [\"de560d78-06a8-4bcc-bd08-6b542cff5657\", \"0988fc03-7be0-4781-86a5-cacb86a8d17c\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 2.838}}]\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[{\"79579\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-08-02 19:18:15.000000+00:00\", \"2020-04-20 09:19:46.000000+00:00\"], \"session_ids\": [\"7803074c-db1b-4966-bf52-bd54fcc81fd6\", \"14ab6393-bebb-44e8-892c-989ff5dd990e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}}, {\"5062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-08 14:48:36.000000+00:00\", \"2021-12-23 07:26:52.000000+00:00\"], \"session_ids\": [\"9e2a1aa6-8f32-46e9-9029-acf04d28e92a\", \"7ab8af8a-55bd-47a9-9b66-5f125c510b71\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 1.574}}, {\"26478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-07 23:15:37.000000+00:00\", \"2023-02-24 22:04:37.000000+00:00\"], \"session_ids\": [\"49c0b2d9-f58c-4ce8-a98a-a64cc41581e0\", \"81980910-a13d-43b0-a4cd-4681cb24abab\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"25911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-08-12 00:15:16.000000+00:00\", \"2020-08-10 12:39:51.000000+00:00\"], \"session_ids\": [\"de560d78-06a8-4bcc-bd08-6b542cff5657\", \"0988fc03-7be0-4781-86a5-cacb86a8d17c\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 2.838}}]\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 are users with lowest overall quantity of sessions , moreover implement sorting by median of duration of sessions per week from the smallest value to the largest value , and show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66922\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-10 19:51:21.000000+00:00\", \"2019-11-25 00:32:52.000000+00:00\", \"2019-06-15 23:28:59.000000+00:00\", \"2021-03-16 01:09:03.000000+00:00\", \"2021-06-13 19:35:25.000000+00:00\", \"2023-06-11 22:15:29.000000+00:00\", \"2021-08-15 15:09:23.000000+00:00\", \"2021-02-01 12:42:29.000000+00:00\"], \"session_ids\": [\"39bdd8b2-78b6-44e5-9d99-6ddcc6fc02ef\", \"7cc4b6dc-328d-41a9-9437-75dc6b0dbbd8\", \"e3f87f1a-6044-428e-9e4d-20be5aedb002\", \"49a7e705-f64f-4ded-b2ce-9cf72fe24068\", \"fc145e0a-cd45-49ee-8ca4-55fe542759d5\", \"082e6345-2ba9-4ac8-9865-08982b57a9f4\", \"af3e2786-68b0-4b0a-b58c-5ba7295cf0d4\", \"2271e37c-2dfb-457a-8061-dcab9f5652e5\"], \"total_duration\": 308.0, \"total_sessions\": 8, \"mean_week_duration\": 1.481}, \"85534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-21 12:50:40.000000+00:00\", \"2020-02-18 22:26:40.000000+00:00\"], \"session_ids\": [\"82b9cd21-1949-474d-aa00-f5483703b825\", \"3e598e6b-2cba-4313-8b9f-8355b39b4294\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 42.8}, \"65115\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-17 07:49:37.000000+00:00\", \"2020-04-22 11:07:04.000000+00:00\", \"2021-10-03 04:31:50.000000+00:00\"], \"session_ids\": [\"20850e66-773f-4b2c-a1e0-a378f2ecfce1\", \"8c8f445a-d679-41fe-8be0-a1ebff23cafa\", \"1e7b041f-8b59-418e-8859-fe9132dca867\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.204}, \"39744\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-29 05:12:51.000000+00:00\", \"2019-03-03 19:35:53.000000+00:00\"], \"session_ids\": [\"f961feb6-e1b0-4ad7-bead-56a182d15989\", \"579a1232-b188-4de2-9a49-558a7e0e6ae1\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 3.476}, \"62515\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-26 20:42:47.000000+00:00\", \"2019-10-11 20:20:29.000000+00:00\"], \"session_ids\": [\"c0936139-d86f-4aaf-ba00-fff3bbfa0961\", \"e368ef20-d174-4ed4-af70-7679a80f79c7\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 10.024}, \"56570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2023-06-10 00:40:06.000000+00:00\", \"2019-05-22 11:58:55.000000+00:00\"], \"session_ids\": [\"42f3ec36-89e5-46f1-a948-7a47a7a6f66e\", \"11409641-376b-4583-b94b-7728d6ccc935\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.099}, \"31827\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-12 16:11:07.000000+00:00\", \"2019-07-20 12:13:11.000000+00:00\"], \"session_ids\": [\"4a613b43-af28-43bf-a611-9cae458c3f13\", \"7bf2c204-4dae-4fc5-ab80-9a1c66eac5d7\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 6.404}, \"15394\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-08 22:10:38.000000+00:00\", \"2020-08-01 05:33:35.000000+00:00\"], \"session_ids\": [\"bcfae570-580b-4804-96d7-d644b8081f30\", \"884f2a8e-ef0d-4e4b-a8dd-aedc96114ff4\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 8.714}, \"92217\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-02-13 05:43:28.000000+00:00\", \"2021-04-12 21:57:17.000000+00:00\", \"2020-11-13 12:50:27.000000+00:00\", \"2019-03-14 23:14:42.000000+00:00\", \"2021-11-01 23:32:56.000000+00:00\"], \"session_ids\": [\"de6a4444-bf77-46c7-9e31-c8e9c2cf696e\", \"92953286-35dc-45fe-915f-c68b9283ab35\", \"81917dac-9568-4c6b-b41e-38bb89f15c48\", \"8f94179b-1205-4ecd-af19-586fdac75df6\", \"9d49b759-1e67-449b-ab81-8a9603365525\"], \"total_duration\": 1723.0, \"total_sessions\": 5, \"mean_week_duration\": 12.134}, \"74931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-06 05:23:18.000000+00:00\", \"2020-02-17 18:39:49.000000+00:00\"], \"session_ids\": [\"a554bb43-0f43-49ed-b6e0-ba4e3b930d3a\", \"e3f50c7a-8bcc-40b2-a32c-4d975635c0f4\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.094}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 8 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-21 12:50:40.000000+00:00\", \"2020-02-18 22:26:40.000000+00:00\"], \"session_ids\": [\"82b9cd21-1949-474d-aa00-f5483703b825\", \"3e598e6b-2cba-4313-8b9f-8355b39b4294\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 42.8}}, {\"39744\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-29 05:12:51.000000+00:00\", \"2019-03-03 19:35:53.000000+00:00\"], \"session_ids\": [\"f961feb6-e1b0-4ad7-bead-56a182d15989\", \"579a1232-b188-4de2-9a49-558a7e0e6ae1\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 3.476}}, {\"62515\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-26 20:42:47.000000+00:00\", \"2019-10-11 20:20:29.000000+00:00\"], \"session_ids\": [\"c0936139-d86f-4aaf-ba00-fff3bbfa0961\", \"e368ef20-d174-4ed4-af70-7679a80f79c7\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 10.024}}, {\"56570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2023-06-10 00:40:06.000000+00:00\", \"2019-05-22 11:58:55.000000+00:00\"], \"session_ids\": [\"42f3ec36-89e5-46f1-a948-7a47a7a6f66e\", \"11409641-376b-4583-b94b-7728d6ccc935\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.099}}, {\"31827\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-12 16:11:07.000000+00:00\", \"2019-07-20 12:13:11.000000+00:00\"], \"session_ids\": [\"4a613b43-af28-43bf-a611-9cae458c3f13\", \"7bf2c204-4dae-4fc5-ab80-9a1c66eac5d7\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 6.404}}, {\"15394\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-08 22:10:38.000000+00:00\", \"2020-08-01 05:33:35.000000+00:00\"], \"session_ids\": [\"bcfae570-580b-4804-96d7-d644b8081f30\", \"884f2a8e-ef0d-4e4b-a8dd-aedc96114ff4\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 8.714}}, {\"74931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-06 05:23:18.000000+00:00\", \"2020-02-17 18:39:49.000000+00:00\"], \"session_ids\": [\"a554bb43-0f43-49ed-b6e0-ba4e3b930d3a\", \"e3f50c7a-8bcc-40b2-a32c-4d975635c0f4\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.094}}, {\"65115\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-17 07:49:37.000000+00:00\", \"2020-04-22 11:07:04.000000+00:00\", \"2021-10-03 04:31:50.000000+00:00\"], \"session_ids\": [\"20850e66-773f-4b2c-a1e0-a378f2ecfce1\", \"8c8f445a-d679-41fe-8be0-a1ebff23cafa\", \"1e7b041f-8b59-418e-8859-fe9132dca867\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.204}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65115\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-17 07:49:37.000000+00:00\", \"2020-04-22 11:07:04.000000+00:00\", \"2021-10-03 04:31:50.000000+00:00\"], \"session_ids\": [\"20850e66-773f-4b2c-a1e0-a378f2ecfce1\", \"8c8f445a-d679-41fe-8be0-a1ebff23cafa\", \"1e7b041f-8b59-418e-8859-fe9132dca867\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.204}}, {\"74931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-06 05:23:18.000000+00:00\", \"2020-02-17 18:39:49.000000+00:00\"], \"session_ids\": [\"a554bb43-0f43-49ed-b6e0-ba4e3b930d3a\", \"e3f50c7a-8bcc-40b2-a32c-4d975635c0f4\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.094}}, {\"56570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2023-06-10 00:40:06.000000+00:00\", \"2019-05-22 11:58:55.000000+00:00\"], \"session_ids\": [\"42f3ec36-89e5-46f1-a948-7a47a7a6f66e\", \"11409641-376b-4583-b94b-7728d6ccc935\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.099}}, {\"39744\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-29 05:12:51.000000+00:00\", \"2019-03-03 19:35:53.000000+00:00\"], \"session_ids\": [\"f961feb6-e1b0-4ad7-bead-56a182d15989\", \"579a1232-b188-4de2-9a49-558a7e0e6ae1\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 3.476}}, {\"31827\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-12 16:11:07.000000+00:00\", \"2019-07-20 12:13:11.000000+00:00\"], \"session_ids\": [\"4a613b43-af28-43bf-a611-9cae458c3f13\", \"7bf2c204-4dae-4fc5-ab80-9a1c66eac5d7\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 6.404}}, {\"15394\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-08 22:10:38.000000+00:00\", \"2020-08-01 05:33:35.000000+00:00\"], \"session_ids\": [\"bcfae570-580b-4804-96d7-d644b8081f30\", \"884f2a8e-ef0d-4e4b-a8dd-aedc96114ff4\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 8.714}}, {\"62515\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-26 20:42:47.000000+00:00\", \"2019-10-11 20:20:29.000000+00:00\"], \"session_ids\": [\"c0936139-d86f-4aaf-ba00-fff3bbfa0961\", \"e368ef20-d174-4ed4-af70-7679a80f79c7\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 10.024}}, {\"85534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-21 12:50:40.000000+00:00\", \"2020-02-18 22:26:40.000000+00:00\"], \"session_ids\": [\"82b9cd21-1949-474d-aa00-f5483703b825\", \"3e598e6b-2cba-4313-8b9f-8355b39b4294\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 42.8}}]\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[{\"65115\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-17 07:49:37.000000+00:00\", \"2020-04-22 11:07:04.000000+00:00\", \"2021-10-03 04:31:50.000000+00:00\"], \"session_ids\": [\"20850e66-773f-4b2c-a1e0-a378f2ecfce1\", \"8c8f445a-d679-41fe-8be0-a1ebff23cafa\", \"1e7b041f-8b59-418e-8859-fe9132dca867\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.204}}, {\"74931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-06 05:23:18.000000+00:00\", \"2020-02-17 18:39:49.000000+00:00\"], \"session_ids\": [\"a554bb43-0f43-49ed-b6e0-ba4e3b930d3a\", \"e3f50c7a-8bcc-40b2-a32c-4d975635c0f4\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.094}}, {\"56570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2023-06-10 00:40:06.000000+00:00\", \"2019-05-22 11:58:55.000000+00:00\"], \"session_ids\": [\"42f3ec36-89e5-46f1-a948-7a47a7a6f66e\", \"11409641-376b-4583-b94b-7728d6ccc935\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.099}}]\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[{\"65115\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-17 07:49:37.000000+00:00\", \"2020-04-22 11:07:04.000000+00:00\", \"2021-10-03 04:31:50.000000+00:00\"], \"session_ids\": [\"20850e66-773f-4b2c-a1e0-a378f2ecfce1\", \"8c8f445a-d679-41fe-8be0-a1ebff23cafa\", \"1e7b041f-8b59-418e-8859-fe9132dca867\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.204}}, {\"74931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-06 05:23:18.000000+00:00\", \"2020-02-17 18:39:49.000000+00:00\"], \"session_ids\": [\"a554bb43-0f43-49ed-b6e0-ba4e3b930d3a\", \"e3f50c7a-8bcc-40b2-a32c-4d975635c0f4\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.094}}, {\"56570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2023-06-10 00:40:06.000000+00:00\", \"2019-05-22 11:58:55.000000+00:00\"], \"session_ids\": [\"42f3ec36-89e5-46f1-a948-7a47a7a6f66e\", \"11409641-376b-4583-b94b-7728d6ccc935\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.099}}]\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 8 users with a total sessions that is higher than 9 and lower than 2, exclusively 2 and 9 , and implement sorting by overall total duration descendingly , moreover provide me only with 3 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{\"12311\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-08 08:54:05.000000+00:00\", \"2020-09-19 16:57:35.000000+00:00\"], \"session_ids\": [\"82ccc1ab-97ee-485f-9974-16d9b84ee950\", \"ec079c78-ba32-4dc5-8698-451127b4748a\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.3}, \"64249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-08-26 09:09:50.000000+00:00\", \"2021-09-03 03:56:16.000000+00:00\", \"2022-11-09 08:20:58.000000+00:00\", \"2019-11-22 19:27:00.000000+00:00\"], \"session_ids\": [\"41ccf49d-5486-4a03-ab03-9f3c72cd9de1\", \"649bb5e9-4dd7-42bd-834f-860ff5189f05\", \"322568fb-0563-42c9-bbb2-7e24934d651d\", \"3e830759-fd94-4eb4-8656-0b0dc2bc355b\"], \"total_duration\": 90.0, \"total_sessions\": 4, \"mean_week_duration\": 0.581}, \"45504\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-26 13:30:46.000000+00:00\", \"2021-04-09 15:10:04.000000+00:00\"], \"session_ids\": [\"e100576f-d520-4a20-a72f-837d0ffe5ac6\", \"d3aff2b8-ebdc-4f0f-9625-738e2280e671\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 6.195}, \"67104\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-07 17:31:23.000000+00:00\", \"2020-02-02 00:51:24.000000+00:00\", \"2021-05-16 23:51:55.000000+00:00\", \"2019-03-24 20:38:25.000000+00:00\"], \"session_ids\": [\"bdb2ec7b-b42a-48fe-ac1e-5e9d37f001f3\", \"6345492f-2113-4621-ba90-91058e365760\", \"24588298-50f6-431f-8f63-8062377011f1\", \"30151f5e-e926-4e96-a273-d5e4472c1fce\"], \"total_duration\": 746.0, \"total_sessions\": 4, \"mean_week_duration\": 6.487}, \"41857\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-18 17:16:55.000000+00:00\", \"2019-12-20 16:15:13.000000+00:00\", \"2021-01-26 16:48:58.000000+00:00\"], \"session_ids\": [\"da2f692b-6be7-43ad-b2cb-a35340f0babc\", \"e4c536ff-743d-4ede-83f2-cdd71bdbd1df\", \"0ee29f1d-8952-409b-80e8-14c0d0be6147\"], \"total_duration\": 817.0, \"total_sessions\": 3, \"mean_week_duration\": 9.726}, \"21583\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-19 06:57:25.000000+00:00\", \"2019-05-25 05:07:40.000000+00:00\", \"2019-09-01 22:49:40.000000+00:00\", \"2021-10-14 00:29:19.000000+00:00\"], \"session_ids\": [\"4aabef3a-02a4-4cff-83ba-d79ef3b273e4\", \"f4c7f0fb-7580-4d6c-8f00-e4f202bac67f\", \"5800c7a7-4e8f-4606-9067-fa938abb3dcf\", \"2442fadb-a7b2-433b-9493-fa1771ad9b96\"], \"total_duration\": 309.0, \"total_sessions\": 4, \"mean_week_duration\": 2.102}, \"2129\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-02-17 13:55:51.000000+00:00\", \"2019-02-28 18:56:45.000000+00:00\"], \"session_ids\": [\"4dc0fc45-4bf1-4c9f-b5b5-d9e193487ab4\", \"0a59e651-181e-4478-aedc-f9a530239cda\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 0.755}, \"24950\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-21 07:51:20.000000+00:00\", \"2019-10-06 00:20:32.000000+00:00\", \"2020-01-25 23:31:03.000000+00:00\"], \"session_ids\": [\"3a2b5438-c1e4-4c95-b16a-d8f7c5e76de4\", \"8ec01056-3b08-4eae-b472-4a8d002c9841\", \"a60f7be0-d15d-433d-b141-7596c9035c9a\"], \"total_duration\": 689.0, \"total_sessions\": 3, \"mean_week_duration\": 11.678}, \"22220\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-17 05:41:25.000000+00:00\", \"2019-10-08 22:43:51.000000+00:00\", \"2019-05-20 17:57:57.000000+00:00\", \"2021-02-04 00:14:52.000000+00:00\", \"2021-11-06 11:14:05.000000+00:00\", \"2023-05-29 21:01:44.000000+00:00\", \"2021-07-31 07:51:11.000000+00:00\", \"2019-08-06 19:11:48.000000+00:00\", \"2019-10-17 09:53:39.000000+00:00\", \"2019-02-28 06:39:47.000000+00:00\", \"2022-07-12 01:13:52.000000+00:00\"], \"session_ids\": [\"9a4ef216-df6e-4769-98b9-5f8524f2328b\", \"e90834cf-404b-4aaf-9be5-4af25c03f4f9\", \"a20c8c1e-d7c4-497d-8e0b-c3271d7f3759\", \"a06462da-18ba-41f9-9dd9-273c47d9acb0\", \"16ba54a0-8859-4e99-a875-baff4e12f482\", \"45db27ea-e7c8-4c89-a23e-ad0b46609a19\", \"10d73e65-c4dc-404b-bf55-e3f5c694b3f3\", \"8fb547a2-5d54-4170-9e00-d28c7b3c1e53\", \"9af6361c-f3c2-4607-8e58-4c52cdb6e455\", \"2b60b9c5-7d70-4ab6-b5d6-1945b0142798\", \"cd9c08c8-e868-4d23-a5bf-4179e0d005a0\"], \"total_duration\": 13947.0, \"total_sessions\": 11, \"mean_week_duration\": 62.824}, \"67985\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-27 23:33:12.000000+00:00\", \"2022-12-13 21:55:55.000000+00:00\", \"2020-09-29 10:26:36.000000+00:00\", \"2021-04-18 09:58:10.000000+00:00\", \"2022-02-17 21:26:26.000000+00:00\", \"2020-06-23 20:19:09.000000+00:00\", \"2019-05-28 05:44:43.000000+00:00\", \"2019-07-06 14:17:35.000000+00:00\", \"2019-03-08 06:35:55.000000+00:00\", \"2021-04-11 14:20:48.000000+00:00\"], \"session_ids\": [\"6e3740eb-b0d8-4ccb-bd2a-3fc45c26e2e9\", \"567b91a6-9a8d-4517-9aab-9ab88761a39e\", \"9031829b-1e30-4707-aa4c-b7550f61bfae\", \"4e9e486f-f3b7-4b84-8807-d5f7580c413d\", \"7d432dd0-bcd5-49fa-958d-355dcab26169\", \"d19b62af-4c26-454e-9f09-1c4d5028f9a5\", \"5fde5177-2160-4721-9de2-3c64b3624815\", \"b9554861-71bc-4706-bde7-8a0f0678c42f\", \"61f02b0d-a4a9-4777-a453-537ebc4aa226\", \"5942be0d-ad96-4533-997e-e65bd3ca022a\"], \"total_duration\": 221.0, \"total_sessions\": 10, \"mean_week_duration\": 1.023}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 2 and are greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[2, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22220\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-17 05:41:25.000000+00:00\", \"2019-10-08 22:43:51.000000+00:00\", \"2019-05-20 17:57:57.000000+00:00\", \"2021-02-04 00:14:52.000000+00:00\", \"2021-11-06 11:14:05.000000+00:00\", \"2023-05-29 21:01:44.000000+00:00\", \"2021-07-31 07:51:11.000000+00:00\", \"2019-08-06 19:11:48.000000+00:00\", \"2019-10-17 09:53:39.000000+00:00\", \"2019-02-28 06:39:47.000000+00:00\", \"2022-07-12 01:13:52.000000+00:00\"], \"session_ids\": [\"9a4ef216-df6e-4769-98b9-5f8524f2328b\", \"e90834cf-404b-4aaf-9be5-4af25c03f4f9\", \"a20c8c1e-d7c4-497d-8e0b-c3271d7f3759\", \"a06462da-18ba-41f9-9dd9-273c47d9acb0\", \"16ba54a0-8859-4e99-a875-baff4e12f482\", \"45db27ea-e7c8-4c89-a23e-ad0b46609a19\", \"10d73e65-c4dc-404b-bf55-e3f5c694b3f3\", \"8fb547a2-5d54-4170-9e00-d28c7b3c1e53\", \"9af6361c-f3c2-4607-8e58-4c52cdb6e455\", \"2b60b9c5-7d70-4ab6-b5d6-1945b0142798\", \"cd9c08c8-e868-4d23-a5bf-4179e0d005a0\"], \"total_duration\": 13947.0, \"total_sessions\": 11, \"mean_week_duration\": 62.824}, \"67985\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-27 23:33:12.000000+00:00\", \"2022-12-13 21:55:55.000000+00:00\", \"2020-09-29 10:26:36.000000+00:00\", \"2021-04-18 09:58:10.000000+00:00\", \"2022-02-17 21:26:26.000000+00:00\", \"2020-06-23 20:19:09.000000+00:00\", \"2019-05-28 05:44:43.000000+00:00\", \"2019-07-06 14:17:35.000000+00:00\", \"2019-03-08 06:35:55.000000+00:00\", \"2021-04-11 14:20:48.000000+00:00\"], \"session_ids\": [\"6e3740eb-b0d8-4ccb-bd2a-3fc45c26e2e9\", \"567b91a6-9a8d-4517-9aab-9ab88761a39e\", \"9031829b-1e30-4707-aa4c-b7550f61bfae\", \"4e9e486f-f3b7-4b84-8807-d5f7580c413d\", \"7d432dd0-bcd5-49fa-958d-355dcab26169\", \"d19b62af-4c26-454e-9f09-1c4d5028f9a5\", \"5fde5177-2160-4721-9de2-3c64b3624815\", \"b9554861-71bc-4706-bde7-8a0f0678c42f\", \"61f02b0d-a4a9-4777-a453-537ebc4aa226\", \"5942be0d-ad96-4533-997e-e65bd3ca022a\"], \"total_duration\": 221.0, \"total_sessions\": 10, \"mean_week_duration\": 1.023}}\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[{\"22220\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-17 05:41:25.000000+00:00\", \"2019-10-08 22:43:51.000000+00:00\", \"2019-05-20 17:57:57.000000+00:00\", \"2021-02-04 00:14:52.000000+00:00\", \"2021-11-06 11:14:05.000000+00:00\", \"2023-05-29 21:01:44.000000+00:00\", \"2021-07-31 07:51:11.000000+00:00\", \"2019-08-06 19:11:48.000000+00:00\", \"2019-10-17 09:53:39.000000+00:00\", \"2019-02-28 06:39:47.000000+00:00\", \"2022-07-12 01:13:52.000000+00:00\"], \"session_ids\": [\"9a4ef216-df6e-4769-98b9-5f8524f2328b\", \"e90834cf-404b-4aaf-9be5-4af25c03f4f9\", \"a20c8c1e-d7c4-497d-8e0b-c3271d7f3759\", \"a06462da-18ba-41f9-9dd9-273c47d9acb0\", \"16ba54a0-8859-4e99-a875-baff4e12f482\", \"45db27ea-e7c8-4c89-a23e-ad0b46609a19\", \"10d73e65-c4dc-404b-bf55-e3f5c694b3f3\", \"8fb547a2-5d54-4170-9e00-d28c7b3c1e53\", \"9af6361c-f3c2-4607-8e58-4c52cdb6e455\", \"2b60b9c5-7d70-4ab6-b5d6-1945b0142798\", \"cd9c08c8-e868-4d23-a5bf-4179e0d005a0\"], \"total_duration\": 13947.0, \"total_sessions\": 11, \"mean_week_duration\": 62.824}}, {\"67985\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-27 23:33:12.000000+00:00\", \"2022-12-13 21:55:55.000000+00:00\", \"2020-09-29 10:26:36.000000+00:00\", \"2021-04-18 09:58:10.000000+00:00\", \"2022-02-17 21:26:26.000000+00:00\", \"2020-06-23 20:19:09.000000+00:00\", \"2019-05-28 05:44:43.000000+00:00\", \"2019-07-06 14:17:35.000000+00:00\", \"2019-03-08 06:35:55.000000+00:00\", \"2021-04-11 14:20:48.000000+00:00\"], \"session_ids\": [\"6e3740eb-b0d8-4ccb-bd2a-3fc45c26e2e9\", \"567b91a6-9a8d-4517-9aab-9ab88761a39e\", \"9031829b-1e30-4707-aa4c-b7550f61bfae\", \"4e9e486f-f3b7-4b84-8807-d5f7580c413d\", \"7d432dd0-bcd5-49fa-958d-355dcab26169\", \"d19b62af-4c26-454e-9f09-1c4d5028f9a5\", \"5fde5177-2160-4721-9de2-3c64b3624815\", \"b9554861-71bc-4706-bde7-8a0f0678c42f\", \"61f02b0d-a4a9-4777-a453-537ebc4aa226\", \"5942be0d-ad96-4533-997e-e65bd3ca022a\"], \"total_duration\": 221.0, \"total_sessions\": 10, \"mean_week_duration\": 1.023}}]\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[{\"22220\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-17 05:41:25.000000+00:00\", \"2019-10-08 22:43:51.000000+00:00\", \"2019-05-20 17:57:57.000000+00:00\", \"2021-02-04 00:14:52.000000+00:00\", \"2021-11-06 11:14:05.000000+00:00\", \"2023-05-29 21:01:44.000000+00:00\", \"2021-07-31 07:51:11.000000+00:00\", \"2019-08-06 19:11:48.000000+00:00\", \"2019-10-17 09:53:39.000000+00:00\", \"2019-02-28 06:39:47.000000+00:00\", \"2022-07-12 01:13:52.000000+00:00\"], \"session_ids\": [\"9a4ef216-df6e-4769-98b9-5f8524f2328b\", \"e90834cf-404b-4aaf-9be5-4af25c03f4f9\", \"a20c8c1e-d7c4-497d-8e0b-c3271d7f3759\", \"a06462da-18ba-41f9-9dd9-273c47d9acb0\", \"16ba54a0-8859-4e99-a875-baff4e12f482\", \"45db27ea-e7c8-4c89-a23e-ad0b46609a19\", \"10d73e65-c4dc-404b-bf55-e3f5c694b3f3\", \"8fb547a2-5d54-4170-9e00-d28c7b3c1e53\", \"9af6361c-f3c2-4607-8e58-4c52cdb6e455\", \"2b60b9c5-7d70-4ab6-b5d6-1945b0142798\", \"cd9c08c8-e868-4d23-a5bf-4179e0d005a0\"], \"total_duration\": 13947.0, \"total_sessions\": 11, \"mean_week_duration\": 62.824}}, {\"67985\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-27 23:33:12.000000+00:00\", \"2022-12-13 21:55:55.000000+00:00\", \"2020-09-29 10:26:36.000000+00:00\", \"2021-04-18 09:58:10.000000+00:00\", \"2022-02-17 21:26:26.000000+00:00\", \"2020-06-23 20:19:09.000000+00:00\", \"2019-05-28 05:44:43.000000+00:00\", \"2019-07-06 14:17:35.000000+00:00\", \"2019-03-08 06:35:55.000000+00:00\", \"2021-04-11 14:20:48.000000+00:00\"], \"session_ids\": [\"6e3740eb-b0d8-4ccb-bd2a-3fc45c26e2e9\", \"567b91a6-9a8d-4517-9aab-9ab88761a39e\", \"9031829b-1e30-4707-aa4c-b7550f61bfae\", \"4e9e486f-f3b7-4b84-8807-d5f7580c413d\", \"7d432dd0-bcd5-49fa-958d-355dcab26169\", \"d19b62af-4c26-454e-9f09-1c4d5028f9a5\", \"5fde5177-2160-4721-9de2-3c64b3624815\", \"b9554861-71bc-4706-bde7-8a0f0678c42f\", \"61f02b0d-a4a9-4777-a453-537ebc4aa226\", \"5942be0d-ad96-4533-997e-e65bd3ca022a\"], \"total_duration\": 221.0, \"total_sessions\": 10, \"mean_week_duration\": 1.023}}]\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[{\"22220\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-17 05:41:25.000000+00:00\", \"2019-10-08 22:43:51.000000+00:00\", \"2019-05-20 17:57:57.000000+00:00\", \"2021-02-04 00:14:52.000000+00:00\", \"2021-11-06 11:14:05.000000+00:00\", \"2023-05-29 21:01:44.000000+00:00\", \"2021-07-31 07:51:11.000000+00:00\", \"2019-08-06 19:11:48.000000+00:00\", \"2019-10-17 09:53:39.000000+00:00\", \"2019-02-28 06:39:47.000000+00:00\", \"2022-07-12 01:13:52.000000+00:00\"], \"session_ids\": [\"9a4ef216-df6e-4769-98b9-5f8524f2328b\", \"e90834cf-404b-4aaf-9be5-4af25c03f4f9\", \"a20c8c1e-d7c4-497d-8e0b-c3271d7f3759\", \"a06462da-18ba-41f9-9dd9-273c47d9acb0\", \"16ba54a0-8859-4e99-a875-baff4e12f482\", \"45db27ea-e7c8-4c89-a23e-ad0b46609a19\", \"10d73e65-c4dc-404b-bf55-e3f5c694b3f3\", \"8fb547a2-5d54-4170-9e00-d28c7b3c1e53\", \"9af6361c-f3c2-4607-8e58-4c52cdb6e455\", \"2b60b9c5-7d70-4ab6-b5d6-1945b0142798\", \"cd9c08c8-e868-4d23-a5bf-4179e0d005a0\"], \"total_duration\": 13947.0, \"total_sessions\": 11, \"mean_week_duration\": 62.824}}, {\"67985\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-27 23:33:12.000000+00:00\", \"2022-12-13 21:55:55.000000+00:00\", \"2020-09-29 10:26:36.000000+00:00\", \"2021-04-18 09:58:10.000000+00:00\", \"2022-02-17 21:26:26.000000+00:00\", \"2020-06-23 20:19:09.000000+00:00\", \"2019-05-28 05:44:43.000000+00:00\", \"2019-07-06 14:17:35.000000+00:00\", \"2019-03-08 06:35:55.000000+00:00\", \"2021-04-11 14:20:48.000000+00:00\"], \"session_ids\": [\"6e3740eb-b0d8-4ccb-bd2a-3fc45c26e2e9\", \"567b91a6-9a8d-4517-9aab-9ab88761a39e\", \"9031829b-1e30-4707-aa4c-b7550f61bfae\", \"4e9e486f-f3b7-4b84-8807-d5f7580c413d\", \"7d432dd0-bcd5-49fa-958d-355dcab26169\", \"d19b62af-4c26-454e-9f09-1c4d5028f9a5\", \"5fde5177-2160-4721-9de2-3c64b3624815\", \"b9554861-71bc-4706-bde7-8a0f0678c42f\", \"61f02b0d-a4a9-4777-a453-537ebc4aa226\", \"5942be0d-ad96-4533-997e-e65bd3ca022a\"], \"total_duration\": 221.0, \"total_sessions\": 10, \"mean_week_duration\": 1.023}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 7 users who are users with smallest value of time spent on the site as well as carry out sorting by total_duration decliningly."
}
] |
[
{
"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{\"28575\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-04-04 15:44:55.000000+00:00\", \"2022-03-22 15:17:24.000000+00:00\", \"2022-09-16 16:08:35.000000+00:00\"], \"session_ids\": [\"f7a1635e-4bb8-4147-9c06-7899c6028554\", \"89eadfa4-6723-49c2-a105-e668bf4421d7\", \"0a30cca0-2d44-49a8-a047-d4334e2d306e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.238}, \"8270\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-03-02 16:38:28.000000+00:00\", \"2021-01-23 22:20:47.000000+00:00\", \"2021-11-08 16:17:05.000000+00:00\", \"2022-04-27 00:04:46.000000+00:00\"], \"session_ids\": [\"e8362772-ac6d-4bd9-ab96-781003052e20\", \"20540a96-5274-4a14-b350-ddc488e448c2\", \"d0380e6b-4d3a-499c-80a1-05650b81b0e1\", \"594906f3-68a4-43ab-b938-3397ec8983f2\"], \"total_duration\": 267.0, \"total_sessions\": 4, \"mean_week_duration\": 4.045}, \"35380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-08 21:45:44.000000+00:00\", \"2023-03-11 07:42:49.000000+00:00\"], \"session_ids\": [\"ff3a0cda-82fd-4578-ad69-e606e0c74624\", \"4266d592-a020-45f1-aa58-b4142cbd86d5\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.146}, \"8432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-22 04:17:02.000000+00:00\", \"2022-01-22 14:54:15.000000+00:00\"], \"session_ids\": [\"7fafaf75-4a2c-4a43-96ce-a11a884d6c9c\", \"8e1f38e4-106c-4f26-88fb-d461e84b36ab\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 8.742}, \"18848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-11 12:55:13.000000+00:00\", \"2022-02-12 09:30:16.000000+00:00\", \"2022-01-20 22:32:18.000000+00:00\", \"2020-12-20 01:05:53.000000+00:00\"], \"session_ids\": [\"f3382e68-7cd9-4105-a270-6a12c6d500f2\", \"9f1e01b7-9894-4bda-b1ff-66619a58f2f6\", \"4446b402-c70c-4269-93e6-fcf4edb406b9\", \"0e03ad28-bc4f-427e-a66d-6ee5bbd2f61d\"], \"total_duration\": 415.0, \"total_sessions\": 4, \"mean_week_duration\": 4.029}, \"77189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-01 16:20:23.000000+00:00\", \"2021-07-23 22:23:15.000000+00:00\", \"2021-10-23 01:26:18.000000+00:00\", \"2020-12-06 22:29:48.000000+00:00\", \"2021-07-26 13:16:15.000000+00:00\", \"2022-10-09 22:24:02.000000+00:00\"], \"session_ids\": [\"f8d9dd07-919d-4130-8cc3-e3abff8da3fc\", \"91b7c926-9c50-4f5c-bc73-d52a2f5a9e5b\", \"5bcba723-4558-4001-9ea7-1fd1b62e3675\", \"e9e5af0e-592b-4854-ad5b-7e2001a3206e\", \"54d841eb-d107-439e-a45d-28368fd9e9b0\", \"ada978b5-204c-4521-83be-f26522e1e856\"], \"total_duration\": 72.0, \"total_sessions\": 6, \"mean_week_duration\": 0.75}, \"69541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-03-07 06:39:32.000000+00:00\", \"2021-06-22 22:00:21.000000+00:00\", \"2021-01-12 07:49:14.000000+00:00\"], \"session_ids\": [\"db5eca21-4002-4ded-9742-567c7bfcc241\", \"acfac488-8342-49c7-b100-34e8d8e2f897\", \"cb6b9677-e245-4177-9f7c-d0ce2c750fec\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.913}, \"61579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-12 22:12:22.000000+00:00\", \"2023-05-13 10:10:56.000000+00:00\"], \"session_ids\": [\"8ff1db8b-b9b8-48cb-ac12-ae7653b98d0f\", \"73fd7733-4d91-4058-9606-ea9e63a38a2e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}, \"9027\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-06 21:32:30.000000+00:00\", \"2023-06-12 10:40:37.000000+00:00\"], \"session_ids\": [\"5a89cf58-082e-42f9-ab59-e45be14c434d\", \"d6f546e8-60d4-4234-a6d9-7e188febe0f8\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.502}, \"79816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-21 16:02:42.000000+00:00\", \"2019-07-01 10:59:58.000000+00:00\", \"2019-10-28 10:47:03.000000+00:00\", \"2021-08-28 03:43:54.000000+00:00\", \"2022-12-12 12:02:48.000000+00:00\"], \"session_ids\": [\"8c553d34-18f0-4e1d-9f47-8caeedcacc1d\", \"0457057c-8894-470e-89cd-325470505a77\", \"22b8a44f-d69b-403b-937a-1c6c46c2d5a3\", \"1bed5a8a-87e0-40c8-b5f8-0b9f640955da\", \"ab50eb6c-8093-4e50-8963-29a80a538258\"], \"total_duration\": 311.0, \"total_sessions\": 5, \"mean_week_duration\": 1.728}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have 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[{\"35380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-08 21:45:44.000000+00:00\", \"2023-03-11 07:42:49.000000+00:00\"], \"session_ids\": [\"ff3a0cda-82fd-4578-ad69-e606e0c74624\", \"4266d592-a020-45f1-aa58-b4142cbd86d5\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.146}}, {\"69541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-03-07 06:39:32.000000+00:00\", \"2021-06-22 22:00:21.000000+00:00\", \"2021-01-12 07:49:14.000000+00:00\"], \"session_ids\": [\"db5eca21-4002-4ded-9742-567c7bfcc241\", \"acfac488-8342-49c7-b100-34e8d8e2f897\", \"cb6b9677-e245-4177-9f7c-d0ce2c750fec\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.913}}, {\"28575\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-04-04 15:44:55.000000+00:00\", \"2022-03-22 15:17:24.000000+00:00\", \"2022-09-16 16:08:35.000000+00:00\"], \"session_ids\": [\"f7a1635e-4bb8-4147-9c06-7899c6028554\", \"89eadfa4-6723-49c2-a105-e668bf4421d7\", \"0a30cca0-2d44-49a8-a047-d4334e2d306e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.238}}, {\"61579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-12 22:12:22.000000+00:00\", \"2023-05-13 10:10:56.000000+00:00\"], \"session_ids\": [\"8ff1db8b-b9b8-48cb-ac12-ae7653b98d0f\", \"73fd7733-4d91-4058-9606-ea9e63a38a2e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}}, {\"77189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-01 16:20:23.000000+00:00\", \"2021-07-23 22:23:15.000000+00:00\", \"2021-10-23 01:26:18.000000+00:00\", \"2020-12-06 22:29:48.000000+00:00\", \"2021-07-26 13:16:15.000000+00:00\", \"2022-10-09 22:24:02.000000+00:00\"], \"session_ids\": [\"f8d9dd07-919d-4130-8cc3-e3abff8da3fc\", \"91b7c926-9c50-4f5c-bc73-d52a2f5a9e5b\", \"5bcba723-4558-4001-9ea7-1fd1b62e3675\", \"e9e5af0e-592b-4854-ad5b-7e2001a3206e\", \"54d841eb-d107-439e-a45d-28368fd9e9b0\", \"ada978b5-204c-4521-83be-f26522e1e856\"], \"total_duration\": 72.0, \"total_sessions\": 6, \"mean_week_duration\": 0.75}}, {\"8270\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-03-02 16:38:28.000000+00:00\", \"2021-01-23 22:20:47.000000+00:00\", \"2021-11-08 16:17:05.000000+00:00\", \"2022-04-27 00:04:46.000000+00:00\"], \"session_ids\": [\"e8362772-ac6d-4bd9-ab96-781003052e20\", \"20540a96-5274-4a14-b350-ddc488e448c2\", \"d0380e6b-4d3a-499c-80a1-05650b81b0e1\", \"594906f3-68a4-43ab-b938-3397ec8983f2\"], \"total_duration\": 267.0, \"total_sessions\": 4, \"mean_week_duration\": 4.045}}, {\"8432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-22 04:17:02.000000+00:00\", \"2022-01-22 14:54:15.000000+00:00\"], \"session_ids\": [\"7fafaf75-4a2c-4a43-96ce-a11a884d6c9c\", \"8e1f38e4-106c-4f26-88fb-d461e84b36ab\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 8.742}}]\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[{\"8432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-22 04:17:02.000000+00:00\", \"2022-01-22 14:54:15.000000+00:00\"], \"session_ids\": [\"7fafaf75-4a2c-4a43-96ce-a11a884d6c9c\", \"8e1f38e4-106c-4f26-88fb-d461e84b36ab\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 8.742}}, {\"8270\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-03-02 16:38:28.000000+00:00\", \"2021-01-23 22:20:47.000000+00:00\", \"2021-11-08 16:17:05.000000+00:00\", \"2022-04-27 00:04:46.000000+00:00\"], \"session_ids\": [\"e8362772-ac6d-4bd9-ab96-781003052e20\", \"20540a96-5274-4a14-b350-ddc488e448c2\", \"d0380e6b-4d3a-499c-80a1-05650b81b0e1\", \"594906f3-68a4-43ab-b938-3397ec8983f2\"], \"total_duration\": 267.0, \"total_sessions\": 4, \"mean_week_duration\": 4.045}}, {\"77189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-01 16:20:23.000000+00:00\", \"2021-07-23 22:23:15.000000+00:00\", \"2021-10-23 01:26:18.000000+00:00\", \"2020-12-06 22:29:48.000000+00:00\", \"2021-07-26 13:16:15.000000+00:00\", \"2022-10-09 22:24:02.000000+00:00\"], \"session_ids\": [\"f8d9dd07-919d-4130-8cc3-e3abff8da3fc\", \"91b7c926-9c50-4f5c-bc73-d52a2f5a9e5b\", \"5bcba723-4558-4001-9ea7-1fd1b62e3675\", \"e9e5af0e-592b-4854-ad5b-7e2001a3206e\", \"54d841eb-d107-439e-a45d-28368fd9e9b0\", \"ada978b5-204c-4521-83be-f26522e1e856\"], \"total_duration\": 72.0, \"total_sessions\": 6, \"mean_week_duration\": 0.75}}, {\"61579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-12 22:12:22.000000+00:00\", \"2023-05-13 10:10:56.000000+00:00\"], \"session_ids\": [\"8ff1db8b-b9b8-48cb-ac12-ae7653b98d0f\", \"73fd7733-4d91-4058-9606-ea9e63a38a2e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}}, {\"28575\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-04-04 15:44:55.000000+00:00\", \"2022-03-22 15:17:24.000000+00:00\", \"2022-09-16 16:08:35.000000+00:00\"], \"session_ids\": [\"f7a1635e-4bb8-4147-9c06-7899c6028554\", \"89eadfa4-6723-49c2-a105-e668bf4421d7\", \"0a30cca0-2d44-49a8-a047-d4334e2d306e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.238}}, {\"35380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-08 21:45:44.000000+00:00\", \"2023-03-11 07:42:49.000000+00:00\"], \"session_ids\": [\"ff3a0cda-82fd-4578-ad69-e606e0c74624\", \"4266d592-a020-45f1-aa58-b4142cbd86d5\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.146}}, {\"69541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-03-07 06:39:32.000000+00:00\", \"2021-06-22 22:00:21.000000+00:00\", \"2021-01-12 07:49:14.000000+00:00\"], \"session_ids\": [\"db5eca21-4002-4ded-9742-567c7bfcc241\", \"acfac488-8342-49c7-b100-34e8d8e2f897\", \"cb6b9677-e245-4177-9f7c-d0ce2c750fec\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.913}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-22 04:17:02.000000+00:00\", \"2022-01-22 14:54:15.000000+00:00\"], \"session_ids\": [\"7fafaf75-4a2c-4a43-96ce-a11a884d6c9c\", \"8e1f38e4-106c-4f26-88fb-d461e84b36ab\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 8.742}}, {\"8270\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-03-02 16:38:28.000000+00:00\", \"2021-01-23 22:20:47.000000+00:00\", \"2021-11-08 16:17:05.000000+00:00\", \"2022-04-27 00:04:46.000000+00:00\"], \"session_ids\": [\"e8362772-ac6d-4bd9-ab96-781003052e20\", \"20540a96-5274-4a14-b350-ddc488e448c2\", \"d0380e6b-4d3a-499c-80a1-05650b81b0e1\", \"594906f3-68a4-43ab-b938-3397ec8983f2\"], \"total_duration\": 267.0, \"total_sessions\": 4, \"mean_week_duration\": 4.045}}, {\"77189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-01 16:20:23.000000+00:00\", \"2021-07-23 22:23:15.000000+00:00\", \"2021-10-23 01:26:18.000000+00:00\", \"2020-12-06 22:29:48.000000+00:00\", \"2021-07-26 13:16:15.000000+00:00\", \"2022-10-09 22:24:02.000000+00:00\"], \"session_ids\": [\"f8d9dd07-919d-4130-8cc3-e3abff8da3fc\", \"91b7c926-9c50-4f5c-bc73-d52a2f5a9e5b\", \"5bcba723-4558-4001-9ea7-1fd1b62e3675\", \"e9e5af0e-592b-4854-ad5b-7e2001a3206e\", \"54d841eb-d107-439e-a45d-28368fd9e9b0\", \"ada978b5-204c-4521-83be-f26522e1e856\"], \"total_duration\": 72.0, \"total_sessions\": 6, \"mean_week_duration\": 0.75}}, {\"61579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-12 22:12:22.000000+00:00\", \"2023-05-13 10:10:56.000000+00:00\"], \"session_ids\": [\"8ff1db8b-b9b8-48cb-ac12-ae7653b98d0f\", \"73fd7733-4d91-4058-9606-ea9e63a38a2e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}}, {\"28575\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-04-04 15:44:55.000000+00:00\", \"2022-03-22 15:17:24.000000+00:00\", \"2022-09-16 16:08:35.000000+00:00\"], \"session_ids\": [\"f7a1635e-4bb8-4147-9c06-7899c6028554\", \"89eadfa4-6723-49c2-a105-e668bf4421d7\", \"0a30cca0-2d44-49a8-a047-d4334e2d306e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.238}}, {\"35380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-08 21:45:44.000000+00:00\", \"2023-03-11 07:42:49.000000+00:00\"], \"session_ids\": [\"ff3a0cda-82fd-4578-ad69-e606e0c74624\", \"4266d592-a020-45f1-aa58-b4142cbd86d5\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.146}}, {\"69541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-03-07 06:39:32.000000+00:00\", \"2021-06-22 22:00:21.000000+00:00\", \"2021-01-12 07:49:14.000000+00:00\"], \"session_ids\": [\"db5eca21-4002-4ded-9742-567c7bfcc241\", \"acfac488-8342-49c7-b100-34e8d8e2f897\", \"cb6b9677-e245-4177-9f7c-d0ce2c750fec\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.913}}]\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[{\"8432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-22 04:17:02.000000+00:00\", \"2022-01-22 14:54:15.000000+00:00\"], \"session_ids\": [\"7fafaf75-4a2c-4a43-96ce-a11a884d6c9c\", \"8e1f38e4-106c-4f26-88fb-d461e84b36ab\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 8.742}}, {\"8270\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-03-02 16:38:28.000000+00:00\", \"2021-01-23 22:20:47.000000+00:00\", \"2021-11-08 16:17:05.000000+00:00\", \"2022-04-27 00:04:46.000000+00:00\"], \"session_ids\": [\"e8362772-ac6d-4bd9-ab96-781003052e20\", \"20540a96-5274-4a14-b350-ddc488e448c2\", \"d0380e6b-4d3a-499c-80a1-05650b81b0e1\", \"594906f3-68a4-43ab-b938-3397ec8983f2\"], \"total_duration\": 267.0, \"total_sessions\": 4, \"mean_week_duration\": 4.045}}, {\"77189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-01 16:20:23.000000+00:00\", \"2021-07-23 22:23:15.000000+00:00\", \"2021-10-23 01:26:18.000000+00:00\", \"2020-12-06 22:29:48.000000+00:00\", \"2021-07-26 13:16:15.000000+00:00\", \"2022-10-09 22:24:02.000000+00:00\"], \"session_ids\": [\"f8d9dd07-919d-4130-8cc3-e3abff8da3fc\", \"91b7c926-9c50-4f5c-bc73-d52a2f5a9e5b\", \"5bcba723-4558-4001-9ea7-1fd1b62e3675\", \"e9e5af0e-592b-4854-ad5b-7e2001a3206e\", \"54d841eb-d107-439e-a45d-28368fd9e9b0\", \"ada978b5-204c-4521-83be-f26522e1e856\"], \"total_duration\": 72.0, \"total_sessions\": 6, \"mean_week_duration\": 0.75}}, {\"61579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-12 22:12:22.000000+00:00\", \"2023-05-13 10:10:56.000000+00:00\"], \"session_ids\": [\"8ff1db8b-b9b8-48cb-ac12-ae7653b98d0f\", \"73fd7733-4d91-4058-9606-ea9e63a38a2e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}}, {\"28575\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-04-04 15:44:55.000000+00:00\", \"2022-03-22 15:17:24.000000+00:00\", \"2022-09-16 16:08:35.000000+00:00\"], \"session_ids\": [\"f7a1635e-4bb8-4147-9c06-7899c6028554\", \"89eadfa4-6723-49c2-a105-e668bf4421d7\", \"0a30cca0-2d44-49a8-a047-d4334e2d306e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.238}}, {\"35380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-08 21:45:44.000000+00:00\", \"2023-03-11 07:42:49.000000+00:00\"], \"session_ids\": [\"ff3a0cda-82fd-4578-ad69-e606e0c74624\", \"4266d592-a020-45f1-aa58-b4142cbd86d5\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.146}}, {\"69541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-03-07 06:39:32.000000+00:00\", \"2021-06-22 22:00:21.000000+00:00\", \"2021-01-12 07:49:14.000000+00:00\"], \"session_ids\": [\"db5eca21-4002-4ded-9742-567c7bfcc241\", \"acfac488-8342-49c7-b100-34e8d8e2f897\", \"cb6b9677-e245-4177-9f7c-d0ce2c750fec\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.913}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 7 users who don't belong to cities Warsaw, Dubai, Rio de Janeiro, Cape Town and carry out sorting by sessions count in desc order in addition provide me only with 2 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{\"13044\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-02 18:49:14.000000+00:00\", \"2020-02-11 19:07:06.000000+00:00\", \"2021-03-31 03:45:20.000000+00:00\"], \"session_ids\": [\"b238c71e-4199-42cb-96a3-79174bc46f36\", \"cc128b97-ec3b-4176-ba89-f91ef831ec2f\", \"f145dfe2-686d-4157-967e-b2af99c25008\"], \"total_duration\": 1092.0, \"total_sessions\": 3, \"mean_week_duration\": 18.508}, \"2721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-18 21:23:56.000000+00:00\", \"2023-05-09 11:07:44.000000+00:00\", \"2019-05-08 07:04:06.000000+00:00\"], \"session_ids\": [\"bcab6d60-65ce-4676-966a-81662e3f5711\", \"82e6c210-3247-4867-90c7-9e4cf75fd24b\", \"eb603d36-621a-457d-861b-cbbb56f6ab1e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.206}, \"49554\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-10-31 06:07:37.000000+00:00\", \"2020-08-18 17:06:29.000000+00:00\"], \"session_ids\": [\"a36fbe18-ff6f-48c0-b1f6-c137a7f6b183\", \"99ebb7c6-6e19-4f57-a0c5-5d2790bd737b\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 11.091}, \"76883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-11-06 13:35:51.000000+00:00\", \"2022-12-02 10:15:07.000000+00:00\"], \"session_ids\": [\"1d2ecef2-8443-418c-8d07-9fc8b7d22bd5\", \"a1fb9425-7613-4533-9d7e-585f673d6589\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 4.37}, \"26833\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-04 11:11:17.000000+00:00\", \"2020-12-13 01:12:25.000000+00:00\"], \"session_ids\": [\"b76893d1-d6eb-49e7-b4e6-12d6a4492af7\", \"912a2b64-f5b9-474b-9700-fbb2d9900bf4\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.338}, \"72214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-11 07:37:12.000000+00:00\", \"2021-05-25 22:00:17.000000+00:00\"], \"session_ids\": [\"6f623cca-2f62-46a8-a12c-e848eec12532\", \"2aacea54-6444-46f6-89f8-cc219537a7ca\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 131.0}, \"28203\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-27 04:10:45.000000+00:00\", \"2021-02-15 21:06:04.000000+00:00\"], \"session_ids\": [\"77d9e120-20eb-4874-b451-740825f8e444\", \"e120bdd2-e62b-4074-a752-3b57cc514c78\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 1.317}, \"39739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-30 10:25:58.000000+00:00\", \"2021-04-11 13:28:15.000000+00:00\"], \"session_ids\": [\"e78851d0-df60-46e2-a56a-2e411cc0432c\", \"66643961-6adf-4b8a-8337-e8434dce4a30\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 24.0}, \"47672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-06 22:44:59.000000+00:00\", \"2022-01-10 16:26:04.000000+00:00\"], \"session_ids\": [\"4bcb4bab-9a1d-4014-b61f-a8100f909a2d\", \"2394fa51-9464-498b-ab3c-265fe9b9e70e\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 3.161}, \"78693\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-07-19 11:26:01.000000+00:00\", \"2023-02-28 01:56:51.000000+00:00\", \"2021-11-19 20:06:10.000000+00:00\"], \"session_ids\": [\"4f021042-574b-4743-beb3-1b99b1fa08fc\", \"49e6ee82-1624-4779-a50f-6a686c017bcd\", \"0cd6e69d-5a26-488f-88f7-b3b21ec1d022\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.745}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Warsaw, Dubai, Rio de Janeiro, Cape Town"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Warsaw\", \"Dubai\", \"Rio de Janeiro\", \"Cape Town\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13044\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-02 18:49:14.000000+00:00\", \"2020-02-11 19:07:06.000000+00:00\", \"2021-03-31 03:45:20.000000+00:00\"], \"session_ids\": [\"b238c71e-4199-42cb-96a3-79174bc46f36\", \"cc128b97-ec3b-4176-ba89-f91ef831ec2f\", \"f145dfe2-686d-4157-967e-b2af99c25008\"], \"total_duration\": 1092.0, \"total_sessions\": 3, \"mean_week_duration\": 18.508}, \"2721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-18 21:23:56.000000+00:00\", \"2023-05-09 11:07:44.000000+00:00\", \"2019-05-08 07:04:06.000000+00:00\"], \"session_ids\": [\"bcab6d60-65ce-4676-966a-81662e3f5711\", \"82e6c210-3247-4867-90c7-9e4cf75fd24b\", \"eb603d36-621a-457d-861b-cbbb56f6ab1e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.206}, \"49554\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-10-31 06:07:37.000000+00:00\", \"2020-08-18 17:06:29.000000+00:00\"], \"session_ids\": [\"a36fbe18-ff6f-48c0-b1f6-c137a7f6b183\", \"99ebb7c6-6e19-4f57-a0c5-5d2790bd737b\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 11.091}, \"76883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-11-06 13:35:51.000000+00:00\", \"2022-12-02 10:15:07.000000+00:00\"], \"session_ids\": [\"1d2ecef2-8443-418c-8d07-9fc8b7d22bd5\", \"a1fb9425-7613-4533-9d7e-585f673d6589\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 4.37}, \"26833\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-04 11:11:17.000000+00:00\", \"2020-12-13 01:12:25.000000+00:00\"], \"session_ids\": [\"b76893d1-d6eb-49e7-b4e6-12d6a4492af7\", \"912a2b64-f5b9-474b-9700-fbb2d9900bf4\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.338}, \"72214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-11 07:37:12.000000+00:00\", \"2021-05-25 22:00:17.000000+00:00\"], \"session_ids\": [\"6f623cca-2f62-46a8-a12c-e848eec12532\", \"2aacea54-6444-46f6-89f8-cc219537a7ca\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 131.0}, \"28203\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-27 04:10:45.000000+00:00\", \"2021-02-15 21:06:04.000000+00:00\"], \"session_ids\": [\"77d9e120-20eb-4874-b451-740825f8e444\", \"e120bdd2-e62b-4074-a752-3b57cc514c78\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 1.317}, \"39739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-30 10:25:58.000000+00:00\", \"2021-04-11 13:28:15.000000+00:00\"], \"session_ids\": [\"e78851d0-df60-46e2-a56a-2e411cc0432c\", \"66643961-6adf-4b8a-8337-e8434dce4a30\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 24.0}, \"47672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-06 22:44:59.000000+00:00\", \"2022-01-10 16:26:04.000000+00:00\"], \"session_ids\": [\"4bcb4bab-9a1d-4014-b61f-a8100f909a2d\", \"2394fa51-9464-498b-ab3c-265fe9b9e70e\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 3.161}, \"78693\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-07-19 11:26:01.000000+00:00\", \"2023-02-28 01:56:51.000000+00:00\", \"2021-11-19 20:06:10.000000+00:00\"], \"session_ids\": [\"4f021042-574b-4743-beb3-1b99b1fa08fc\", \"49e6ee82-1624-4779-a50f-6a686c017bcd\", \"0cd6e69d-5a26-488f-88f7-b3b21ec1d022\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.745}}\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[{\"13044\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-02 18:49:14.000000+00:00\", \"2020-02-11 19:07:06.000000+00:00\", \"2021-03-31 03:45:20.000000+00:00\"], \"session_ids\": [\"b238c71e-4199-42cb-96a3-79174bc46f36\", \"cc128b97-ec3b-4176-ba89-f91ef831ec2f\", \"f145dfe2-686d-4157-967e-b2af99c25008\"], \"total_duration\": 1092.0, \"total_sessions\": 3, \"mean_week_duration\": 18.508}}, {\"2721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-18 21:23:56.000000+00:00\", \"2023-05-09 11:07:44.000000+00:00\", \"2019-05-08 07:04:06.000000+00:00\"], \"session_ids\": [\"bcab6d60-65ce-4676-966a-81662e3f5711\", \"82e6c210-3247-4867-90c7-9e4cf75fd24b\", \"eb603d36-621a-457d-861b-cbbb56f6ab1e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.206}}, {\"78693\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-07-19 11:26:01.000000+00:00\", \"2023-02-28 01:56:51.000000+00:00\", \"2021-11-19 20:06:10.000000+00:00\"], \"session_ids\": [\"4f021042-574b-4743-beb3-1b99b1fa08fc\", \"49e6ee82-1624-4779-a50f-6a686c017bcd\", \"0cd6e69d-5a26-488f-88f7-b3b21ec1d022\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.745}}, {\"49554\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-10-31 06:07:37.000000+00:00\", \"2020-08-18 17:06:29.000000+00:00\"], \"session_ids\": [\"a36fbe18-ff6f-48c0-b1f6-c137a7f6b183\", \"99ebb7c6-6e19-4f57-a0c5-5d2790bd737b\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 11.091}}, {\"76883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-11-06 13:35:51.000000+00:00\", \"2022-12-02 10:15:07.000000+00:00\"], \"session_ids\": [\"1d2ecef2-8443-418c-8d07-9fc8b7d22bd5\", \"a1fb9425-7613-4533-9d7e-585f673d6589\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 4.37}}, {\"26833\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-04 11:11:17.000000+00:00\", \"2020-12-13 01:12:25.000000+00:00\"], \"session_ids\": [\"b76893d1-d6eb-49e7-b4e6-12d6a4492af7\", \"912a2b64-f5b9-474b-9700-fbb2d9900bf4\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.338}}, {\"72214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-11 07:37:12.000000+00:00\", \"2021-05-25 22:00:17.000000+00:00\"], \"session_ids\": [\"6f623cca-2f62-46a8-a12c-e848eec12532\", \"2aacea54-6444-46f6-89f8-cc219537a7ca\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 131.0}}, {\"28203\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-27 04:10:45.000000+00:00\", \"2021-02-15 21:06:04.000000+00:00\"], \"session_ids\": [\"77d9e120-20eb-4874-b451-740825f8e444\", \"e120bdd2-e62b-4074-a752-3b57cc514c78\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 1.317}}, {\"39739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-30 10:25:58.000000+00:00\", \"2021-04-11 13:28:15.000000+00:00\"], \"session_ids\": [\"e78851d0-df60-46e2-a56a-2e411cc0432c\", \"66643961-6adf-4b8a-8337-e8434dce4a30\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 24.0}}, {\"47672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-06 22:44:59.000000+00:00\", \"2022-01-10 16:26:04.000000+00:00\"], \"session_ids\": [\"4bcb4bab-9a1d-4014-b61f-a8100f909a2d\", \"2394fa51-9464-498b-ab3c-265fe9b9e70e\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 3.161}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13044\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-02 18:49:14.000000+00:00\", \"2020-02-11 19:07:06.000000+00:00\", \"2021-03-31 03:45:20.000000+00:00\"], \"session_ids\": [\"b238c71e-4199-42cb-96a3-79174bc46f36\", \"cc128b97-ec3b-4176-ba89-f91ef831ec2f\", \"f145dfe2-686d-4157-967e-b2af99c25008\"], \"total_duration\": 1092.0, \"total_sessions\": 3, \"mean_week_duration\": 18.508}}, {\"2721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-18 21:23:56.000000+00:00\", \"2023-05-09 11:07:44.000000+00:00\", \"2019-05-08 07:04:06.000000+00:00\"], \"session_ids\": [\"bcab6d60-65ce-4676-966a-81662e3f5711\", \"82e6c210-3247-4867-90c7-9e4cf75fd24b\", \"eb603d36-621a-457d-861b-cbbb56f6ab1e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.206}}]\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[{\"13044\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-02 18:49:14.000000+00:00\", \"2020-02-11 19:07:06.000000+00:00\", \"2021-03-31 03:45:20.000000+00:00\"], \"session_ids\": [\"b238c71e-4199-42cb-96a3-79174bc46f36\", \"cc128b97-ec3b-4176-ba89-f91ef831ec2f\", \"f145dfe2-686d-4157-967e-b2af99c25008\"], \"total_duration\": 1092.0, \"total_sessions\": 3, \"mean_week_duration\": 18.508}}, {\"2721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-18 21:23:56.000000+00:00\", \"2023-05-09 11:07:44.000000+00:00\", \"2019-05-08 07:04:06.000000+00:00\"], \"session_ids\": [\"bcab6d60-65ce-4676-966a-81662e3f5711\", \"82e6c210-3247-4867-90c7-9e4cf75fd24b\", \"eb603d36-621a-457d-861b-cbbb56f6ab1e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.206}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 7 users who are not residents of city Belize City + implement sorting by town name descending."
}
] |
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