conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 4 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 4}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-10 23:35:17.000000+00:00\", \"2021-05-08 22:43:37.000000+00:00\", \"2023-03-01 00:29:31.000000+00:00\", \"2022-06-02 03:08:51.000000+00:00\", \"2022-03-15 21:07:13.000000+00:00\", \"2022-03-06 04:55:31.000000+00:00\", \"2019-08-06 02:10:29.000000+00:00\", \"2023-01-05 02:18:58.000000+00:00\"], \"session_ids\": [\"fd4e370a-9275-4cbb-96ba-2727abc6b90c\", \"e935907b-19e3-4959-9bc8-dfe6889b6d95\", \"84f46f5a-10a4-4a7d-8387-639523f2338a\", \"4f5846ce-a768-4ffe-a3b1-88c2682e3b9f\", \"14e0f48a-ab21-430c-9d4c-1eb09b05dd22\", \"4101b20d-64dc-4e79-9c56-7a364b7483fd\", \"df27de13-b611-482e-b721-2b09db7eab53\", \"db0cdc3f-8736-48d6-a175-d397c54fd0df\"], \"total_duration\": 9514.0, \"total_sessions\": 8, \"mean_week_duration\": 51.151}}, {\"1339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-30 06:04:36.000000+00:00\", \"2019-11-26 19:02:39.000000+00:00\", \"2022-08-25 07:02:24.000000+00:00\", \"2021-04-26 19:27:58.000000+00:00\"], \"session_ids\": [\"34a0aa6e-b01e-4313-9aa6-1d30be26aeb3\", \"0fdc7fbc-b30b-4ef9-b3d0-1599f44ffa04\", \"3ae7d75f-936f-488f-b58b-dade328a704b\", \"c8a88854-5244-4144-816f-01ec0b47d3f6\"], \"total_duration\": 495.0, \"total_sessions\": 4, \"mean_week_duration\": 2.982}}, {\"20345\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-04 18:57:45.000000+00:00\", \"2020-01-29 06:43:05.000000+00:00\", \"2019-11-23 14:10:26.000000+00:00\"], \"session_ids\": [\"089ed148-5859-42d5-a87d-55ebdd581463\", \"012ba05c-06ac-41a7-a425-111a0152f6da\", \"fab2e7f9-fcb6-4511-bf84-eba5f07e6d09\"], \"total_duration\": 910.0, \"total_sessions\": 3, \"mean_week_duration\": 47.895}}, {\"17729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-19 19:52:14.000000+00:00\", \"2021-09-15 22:26:12.000000+00:00\", \"2022-06-06 22:44:56.000000+00:00\"], \"session_ids\": [\"d279ca66-3208-402b-9eb0-bf9a8183eb34\", \"42059e2f-e27d-4261-805e-d3082a581ce4\", \"91a2514f-534f-498e-86a9-7f0032affbb7\"], \"total_duration\": 490.0, \"total_sessions\": 3, \"mean_week_duration\": 6.203}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-10 23:35:17.000000+00:00\", \"2021-05-08 22:43:37.000000+00:00\", \"2023-03-01 00:29:31.000000+00:00\", \"2022-06-02 03:08:51.000000+00:00\", \"2022-03-15 21:07:13.000000+00:00\", \"2022-03-06 04:55:31.000000+00:00\", \"2019-08-06 02:10:29.000000+00:00\", \"2023-01-05 02:18:58.000000+00:00\"], \"session_ids\": [\"fd4e370a-9275-4cbb-96ba-2727abc6b90c\", \"e935907b-19e3-4959-9bc8-dfe6889b6d95\", \"84f46f5a-10a4-4a7d-8387-639523f2338a\", \"4f5846ce-a768-4ffe-a3b1-88c2682e3b9f\", \"14e0f48a-ab21-430c-9d4c-1eb09b05dd22\", \"4101b20d-64dc-4e79-9c56-7a364b7483fd\", \"df27de13-b611-482e-b721-2b09db7eab53\", \"db0cdc3f-8736-48d6-a175-d397c54fd0df\"], \"total_duration\": 9514.0, \"total_sessions\": 8, \"mean_week_duration\": 51.151}}, {\"17729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-19 19:52:14.000000+00:00\", \"2021-09-15 22:26:12.000000+00:00\", \"2022-06-06 22:44:56.000000+00:00\"], \"session_ids\": [\"d279ca66-3208-402b-9eb0-bf9a8183eb34\", \"42059e2f-e27d-4261-805e-d3082a581ce4\", \"91a2514f-534f-498e-86a9-7f0032affbb7\"], \"total_duration\": 490.0, \"total_sessions\": 3, \"mean_week_duration\": 6.203}}, {\"1339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-30 06:04:36.000000+00:00\", \"2019-11-26 19:02:39.000000+00:00\", \"2022-08-25 07:02:24.000000+00:00\", \"2021-04-26 19:27:58.000000+00:00\"], \"session_ids\": [\"34a0aa6e-b01e-4313-9aa6-1d30be26aeb3\", \"0fdc7fbc-b30b-4ef9-b3d0-1599f44ffa04\", \"3ae7d75f-936f-488f-b58b-dade328a704b\", \"c8a88854-5244-4144-816f-01ec0b47d3f6\"], \"total_duration\": 495.0, \"total_sessions\": 4, \"mean_week_duration\": 2.982}}, {\"20345\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-04 18:57:45.000000+00:00\", \"2020-01-29 06:43:05.000000+00:00\", \"2019-11-23 14:10:26.000000+00:00\"], \"session_ids\": [\"089ed148-5859-42d5-a87d-55ebdd581463\", \"012ba05c-06ac-41a7-a425-111a0152f6da\", \"fab2e7f9-fcb6-4511-bf84-eba5f07e6d09\"], \"total_duration\": 910.0, \"total_sessions\": 3, \"mean_week_duration\": 47.895}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-10 23:35:17.000000+00:00\", \"2021-05-08 22:43:37.000000+00:00\", \"2023-03-01 00:29:31.000000+00:00\", \"2022-06-02 03:08:51.000000+00:00\", \"2022-03-15 21:07:13.000000+00:00\", \"2022-03-06 04:55:31.000000+00:00\", \"2019-08-06 02:10:29.000000+00:00\", \"2023-01-05 02:18:58.000000+00:00\"], \"session_ids\": [\"fd4e370a-9275-4cbb-96ba-2727abc6b90c\", \"e935907b-19e3-4959-9bc8-dfe6889b6d95\", \"84f46f5a-10a4-4a7d-8387-639523f2338a\", \"4f5846ce-a768-4ffe-a3b1-88c2682e3b9f\", \"14e0f48a-ab21-430c-9d4c-1eb09b05dd22\", \"4101b20d-64dc-4e79-9c56-7a364b7483fd\", \"df27de13-b611-482e-b721-2b09db7eab53\", \"db0cdc3f-8736-48d6-a175-d397c54fd0df\"], \"total_duration\": 9514.0, \"total_sessions\": 8, \"mean_week_duration\": 51.151}}, {\"17729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-19 19:52:14.000000+00:00\", \"2021-09-15 22:26:12.000000+00:00\", \"2022-06-06 22:44:56.000000+00:00\"], \"session_ids\": [\"d279ca66-3208-402b-9eb0-bf9a8183eb34\", \"42059e2f-e27d-4261-805e-d3082a581ce4\", \"91a2514f-534f-498e-86a9-7f0032affbb7\"], \"total_duration\": 490.0, \"total_sessions\": 3, \"mean_week_duration\": 6.203}}, {\"1339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-30 06:04:36.000000+00:00\", \"2019-11-26 19:02:39.000000+00:00\", \"2022-08-25 07:02:24.000000+00:00\", \"2021-04-26 19:27:58.000000+00:00\"], \"session_ids\": [\"34a0aa6e-b01e-4313-9aa6-1d30be26aeb3\", \"0fdc7fbc-b30b-4ef9-b3d0-1599f44ffa04\", \"3ae7d75f-936f-488f-b58b-dade328a704b\", \"c8a88854-5244-4144-816f-01ec0b47d3f6\"], \"total_duration\": 495.0, \"total_sessions\": 4, \"mean_week_duration\": 2.982}}, {\"20345\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-04 18:57:45.000000+00:00\", \"2020-01-29 06:43:05.000000+00:00\", \"2019-11-23 14:10:26.000000+00:00\"], \"session_ids\": [\"089ed148-5859-42d5-a87d-55ebdd581463\", \"012ba05c-06ac-41a7-a425-111a0152f6da\", \"fab2e7f9-fcb6-4511-bf84-eba5f07e6d09\"], \"total_duration\": 910.0, \"total_sessions\": 3, \"mean_week_duration\": 47.895}}]\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[{\"62164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-10 23:35:17.000000+00:00\", \"2021-05-08 22:43:37.000000+00:00\", \"2023-03-01 00:29:31.000000+00:00\", \"2022-06-02 03:08:51.000000+00:00\", \"2022-03-15 21:07:13.000000+00:00\", \"2022-03-06 04:55:31.000000+00:00\", \"2019-08-06 02:10:29.000000+00:00\", \"2023-01-05 02:18:58.000000+00:00\"], \"session_ids\": [\"fd4e370a-9275-4cbb-96ba-2727abc6b90c\", \"e935907b-19e3-4959-9bc8-dfe6889b6d95\", \"84f46f5a-10a4-4a7d-8387-639523f2338a\", \"4f5846ce-a768-4ffe-a3b1-88c2682e3b9f\", \"14e0f48a-ab21-430c-9d4c-1eb09b05dd22\", \"4101b20d-64dc-4e79-9c56-7a364b7483fd\", \"df27de13-b611-482e-b721-2b09db7eab53\", \"db0cdc3f-8736-48d6-a175-d397c54fd0df\"], \"total_duration\": 9514.0, \"total_sessions\": 8, \"mean_week_duration\": 51.151}}, {\"17729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-19 19:52:14.000000+00:00\", \"2021-09-15 22:26:12.000000+00:00\", \"2022-06-06 22:44:56.000000+00:00\"], \"session_ids\": [\"d279ca66-3208-402b-9eb0-bf9a8183eb34\", \"42059e2f-e27d-4261-805e-d3082a581ce4\", \"91a2514f-534f-498e-86a9-7f0032affbb7\"], \"total_duration\": 490.0, \"total_sessions\": 3, \"mean_week_duration\": 6.203}}, {\"1339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-30 06:04:36.000000+00:00\", \"2019-11-26 19:02:39.000000+00:00\", \"2022-08-25 07:02:24.000000+00:00\", \"2021-04-26 19:27:58.000000+00:00\"], \"session_ids\": [\"34a0aa6e-b01e-4313-9aa6-1d30be26aeb3\", \"0fdc7fbc-b30b-4ef9-b3d0-1599f44ffa04\", \"3ae7d75f-936f-488f-b58b-dade328a704b\", \"c8a88854-5244-4144-816f-01ec0b47d3f6\"], \"total_duration\": 495.0, \"total_sessions\": 4, \"mean_week_duration\": 2.982}}, {\"20345\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-04 18:57:45.000000+00:00\", \"2020-01-29 06:43:05.000000+00:00\", \"2019-11-23 14:10:26.000000+00:00\"], \"session_ids\": [\"089ed148-5859-42d5-a87d-55ebdd581463\", \"012ba05c-06ac-41a7-a425-111a0152f6da\", \"fab2e7f9-fcb6-4511-bf84-eba5f07e6d09\"], \"total_duration\": 910.0, \"total_sessions\": 3, \"mean_week_duration\": 47.895}}]\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 4 users with a time spent on the site per week that is below 0, exclusive , moreover apply sorting by time in app ascendingly."
}
] |
[
{
"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{\"59934\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-03 00:25:23.000000+00:00\", \"2021-03-18 21:35:48.000000+00:00\", \"2021-01-29 14:48:53.000000+00:00\", \"2022-04-30 06:00:51.000000+00:00\"], \"session_ids\": [\"8a65f872-a69b-4d97-b489-714610514bd8\", \"5026041e-a63b-4fbf-a3a6-6c8103ccb502\", \"9b1da231-4f80-4e11-b32e-12bfb0b95fc4\", \"117e3164-041c-4650-8ea1-79ea749347c3\"], \"total_duration\": 1608.0, \"total_sessions\": 4, \"mean_week_duration\": 17.478}, \"33594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 8, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-20 21:30:48.000000+00:00\", \"2020-11-13 19:16:18.000000+00:00\", \"2019-02-06 01:17:54.000000+00:00\", \"2021-01-12 10:49:10.000000+00:00\"], \"session_ids\": [\"b776a88b-9ed9-427c-973d-50ddfe8ae2a8\", \"010baff7-8c80-484a-a788-9771c40b9d26\", \"22cff588-8778-477d-a555-3ad8e6b7f5df\", \"9345055e-be44-49c6-80e5-d1b1df72ff07\"], \"total_duration\": 376.0, \"total_sessions\": 4, \"mean_week_duration\": 2.745}, \"5295\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-02 05:39:22.000000+00:00\", \"2022-09-26 12:52:39.000000+00:00\"], \"session_ids\": [\"3d501ac7-290c-46ba-b561-b4347184aaab\", \"1904c37c-27bb-459d-b5c1-be36fd5d773a\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}, \"66609\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-01-09 05:36:29.000000+00:00\", \"2021-08-14 14:53:37.000000+00:00\", \"2022-02-11 12:58:23.000000+00:00\", \"2022-07-13 18:50:11.000000+00:00\", \"2023-01-07 03:39:18.000000+00:00\", \"2021-03-28 06:06:15.000000+00:00\", \"2019-05-17 07:05:33.000000+00:00\", \"2020-10-24 18:23:37.000000+00:00\", \"2019-11-01 10:09:00.000000+00:00\", \"2021-07-02 04:11:19.000000+00:00\", \"2020-07-17 09:38:49.000000+00:00\"], \"session_ids\": [\"7f7ac374-8ae2-4676-9f48-e96620e17dd9\", \"d257ef13-927c-497d-8c76-6bfb69df5e03\", \"77ca8ab4-76c7-4cb6-b53e-7defcb368ae0\", \"3ff712e4-29cc-49ad-a174-59d4e26fad14\", \"ff151ef4-412f-4d1a-a69d-1f186422c458\", \"df881f36-b817-4d30-b650-cfd735092eb6\", \"16531161-e0aa-41de-8760-93cbe6455546\", \"c9083546-b0bf-4c72-844a-e5663a2d9f5b\", \"280f8968-7125-48c6-82ad-391b133d8b16\", \"cd71356a-8598-454e-b7db-8fe8224225af\", \"c67bad98-b683-4ece-a204-92a9f65a76ef\"], \"total_duration\": 5595.0, \"total_sessions\": 11, \"mean_week_duration\": 29.293}, \"16717\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-24 08:22:40.000000+00:00\", \"2022-03-17 14:02:24.000000+00:00\"], \"session_ids\": [\"219a3d58-3523-4daa-ade7-1e7ccfc6ec80\", \"2e6a536f-6d15-4eec-95a6-3cfd977683cf\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 1.561}, \"46193\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-25 06:30:09.000000+00:00\", \"2020-11-24 05:35:00.000000+00:00\"], \"session_ids\": [\"5f6b526a-5451-4a1c-a8fa-a27ef502216a\", \"b7e63fbe-a89c-465d-a3a4-78f6c1db5b82\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 2.935}, \"45799\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-01-11 17:49:12.000000+00:00\", \"2022-07-02 07:32:35.000000+00:00\", \"2023-05-07 13:11:14.000000+00:00\"], \"session_ids\": [\"e53caba3-50f4-4f3d-8226-5ea2b6f7e90e\", \"98a87158-d2e1-4187-a027-0bee3f5bee64\", \"f1187c3d-f75c-4277-96af-65e3e590d0e2\"], \"total_duration\": 619.0, \"total_sessions\": 3, \"mean_week_duration\": 5.116}, \"98113\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-07-28 18:13:24.000000+00:00\", \"2021-06-24 11:03:27.000000+00:00\", \"2022-06-14 22:03:24.000000+00:00\", \"2021-06-04 17:45:54.000000+00:00\", \"2021-05-07 00:56:04.000000+00:00\", \"2022-05-02 09:00:42.000000+00:00\", \"2020-02-11 11:56:34.000000+00:00\", \"2019-01-01 04:29:07.000000+00:00\", \"2021-04-30 07:23:36.000000+00:00\", \"2019-08-11 07:17:17.000000+00:00\"], \"session_ids\": [\"ab11ccf8-4cca-4528-9448-579756cd3064\", \"4ed43291-9c4e-4251-93a3-0130cff88135\", \"7d4b2525-b7e5-4673-b4b3-c791f6e3e1e6\", \"7fdba114-a6ca-4293-bb40-590094880361\", \"733ff957-659c-4d2c-a845-7f5f1b06931d\", \"5e5c9288-9ad4-45bc-90a1-23f6d6daaba8\", \"b6647fd8-c543-4337-90f5-2e9057a4c05c\", \"76c97b6f-a231-4774-bed6-6bbf40e8b0a3\", \"7fa4caa5-2893-43c4-91b4-dfef6a0a9dfb\", \"503316c8-b9fe-435e-ab45-940b217d171c\"], \"total_duration\": 13258.0, \"total_sessions\": 10, \"mean_week_duration\": 73.656}, \"10503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-29 06:35:56.000000+00:00\", \"2021-05-14 16:07:52.000000+00:00\", \"2020-04-01 08:08:20.000000+00:00\", \"2020-11-28 18:12:49.000000+00:00\"], \"session_ids\": [\"4cf6f3f0-54eb-44fe-9719-5280fc5a8e2a\", \"95406b98-9333-4728-9820-49e11950e25d\", \"4fc908a3-5daf-4c6b-b761-0801f6cd9dea\", \"41e31725-9ac4-4692-a63e-291a9df5989d\"], \"total_duration\": 344.0, \"total_sessions\": 4, \"mean_week_duration\": 5.831}, \"96973\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-07 09:46:52.000000+00:00\", \"2020-07-17 15:09:08.000000+00:00\", \"2019-04-22 17:11:00.000000+00:00\", \"2020-04-15 16:48:51.000000+00:00\", \"2020-03-07 20:06:28.000000+00:00\"], \"session_ids\": [\"6a28fb3c-1432-4c5c-9342-843e1bbc1299\", \"873285a2-bf8d-4c28-910b-ee1bdc28bbc8\", \"580f5278-c06a-4979-b808-2fa18013b6f4\", \"f7223273-3574-45d7-82fe-0af771600822\", \"896bf96f-e9d9-4cf2-99a4-d9e8b6b198ed\"], \"total_duration\": 1127.0, \"total_sessions\": 5, \"mean_week_duration\": 17.338}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 0"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 2 users who aren't currently living in city Jakarta , and put to use sorting by quantity of sessions form the lowest to the highest and provide me only with 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29941\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-15 07:19:43.000000+00:00\", \"2021-12-27 17:22:12.000000+00:00\"], \"session_ids\": [\"b08bf588-f9b1-47e3-81c7-2b23444ff2f8\", \"b2872fb6-e343-4e86-9a06-9a6eed509775\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.421}, \"94026\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-27 08:51:44.000000+00:00\", \"2019-03-14 03:34:56.000000+00:00\", \"2020-02-18 02:48:03.000000+00:00\", \"2020-07-17 12:01:36.000000+00:00\"], \"session_ids\": [\"1fe53966-1466-482d-b018-5edf541ad34f\", \"2b223b5b-de5b-4aa0-a986-38dd8c0459b4\", \"f3938e73-91df-4524-a3eb-7f258b4ded97\", \"337188a6-8bcc-466a-a69f-302366f299d4\"], \"total_duration\": 905.0, \"total_sessions\": 4, \"mean_week_duration\": 12.397}, \"91282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-28 13:30:27.000000+00:00\", \"2022-12-18 23:47:00.000000+00:00\", \"2021-12-16 22:13:07.000000+00:00\", \"2021-09-21 20:04:32.000000+00:00\", \"2019-12-14 20:35:30.000000+00:00\"], \"session_ids\": [\"472484ff-81d6-4ae5-8d9c-77f5841cda49\", \"2b096a95-c273-4b56-a8b7-2b90d4187ecc\", \"1b6b4cbe-7023-4524-b9b6-8d3012375124\", \"a11859b6-32f3-4fd5-97d6-126ee1c3db98\", \"11a0f6ed-5c8d-4598-b1ca-fa46e84db775\"], \"total_duration\": 1039.0, \"total_sessions\": 5, \"mean_week_duration\": 6.576}, \"45601\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-02 04:10:02.000000+00:00\", \"2019-12-30 05:04:54.000000+00:00\"], \"session_ids\": [\"163f8c84-ed92-468b-9645-4585fc498d12\", \"c3edf205-1825-41c8-93e8-9052c61b13b1\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 2.633}, \"30459\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-07-03 10:11:59.000000+00:00\", \"2022-01-24 12:40:25.000000+00:00\"], \"session_ids\": [\"fa70a699-5083-4480-9d77-418cb3fe3a00\", \"12d4bf17-8e4f-423f-9fcd-d10e3e1cbc65\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"61697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-19 10:05:13.000000+00:00\", \"2019-04-23 17:36:20.000000+00:00\"], \"session_ids\": [\"2f052164-4520-4b99-8f24-68c722e4c296\", \"435320b2-7476-47ba-98e0-681cead1440a\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 273.0}, \"25431\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-25 01:33:44.000000+00:00\", \"2022-08-17 12:33:41.000000+00:00\"], \"session_ids\": [\"b7bf3b38-08f2-44f1-b179-7a65ae4ad9eb\", \"e0ea87de-c140-4d30-b3d3-6c35f4015f07\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.444}, \"90459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-06-19 15:06:26.000000+00:00\", \"2019-09-25 13:19:08.000000+00:00\"], \"session_ids\": [\"2f0f4cd5-41b5-4741-aece-9f83fdc2d6c1\", \"77087393-5221-44b7-89fd-ed4b40261c69\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.077}, \"15129\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-02-26 05:38:28.000000+00:00\", \"2022-04-06 03:38:25.000000+00:00\"], \"session_ids\": [\"1d42b2b3-3058-426e-9563-808b31b6feb2\", \"90a9d32d-5786-4efb-89a1-a0b50d0f936d\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 6.138}, \"86910\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-28 05:45:04.000000+00:00\", \"2020-03-09 13:56:39.000000+00:00\"], \"session_ids\": [\"6f5f0ec7-72ad-4eb8-939f-e618c97c51a0\", \"78bf2ff7-b89c-44ab-b052-d04fc7a2777c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 4.239}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Jakarta"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Jakarta\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29941\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-15 07:19:43.000000+00:00\", \"2021-12-27 17:22:12.000000+00:00\"], \"session_ids\": [\"b08bf588-f9b1-47e3-81c7-2b23444ff2f8\", \"b2872fb6-e343-4e86-9a06-9a6eed509775\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.421}, \"94026\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-27 08:51:44.000000+00:00\", \"2019-03-14 03:34:56.000000+00:00\", \"2020-02-18 02:48:03.000000+00:00\", \"2020-07-17 12:01:36.000000+00:00\"], \"session_ids\": [\"1fe53966-1466-482d-b018-5edf541ad34f\", \"2b223b5b-de5b-4aa0-a986-38dd8c0459b4\", \"f3938e73-91df-4524-a3eb-7f258b4ded97\", \"337188a6-8bcc-466a-a69f-302366f299d4\"], \"total_duration\": 905.0, \"total_sessions\": 4, \"mean_week_duration\": 12.397}, \"91282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-28 13:30:27.000000+00:00\", \"2022-12-18 23:47:00.000000+00:00\", \"2021-12-16 22:13:07.000000+00:00\", \"2021-09-21 20:04:32.000000+00:00\", \"2019-12-14 20:35:30.000000+00:00\"], \"session_ids\": [\"472484ff-81d6-4ae5-8d9c-77f5841cda49\", \"2b096a95-c273-4b56-a8b7-2b90d4187ecc\", \"1b6b4cbe-7023-4524-b9b6-8d3012375124\", \"a11859b6-32f3-4fd5-97d6-126ee1c3db98\", \"11a0f6ed-5c8d-4598-b1ca-fa46e84db775\"], \"total_duration\": 1039.0, \"total_sessions\": 5, \"mean_week_duration\": 6.576}, \"30459\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-07-03 10:11:59.000000+00:00\", \"2022-01-24 12:40:25.000000+00:00\"], \"session_ids\": [\"fa70a699-5083-4480-9d77-418cb3fe3a00\", \"12d4bf17-8e4f-423f-9fcd-d10e3e1cbc65\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"61697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-19 10:05:13.000000+00:00\", \"2019-04-23 17:36:20.000000+00:00\"], \"session_ids\": [\"2f052164-4520-4b99-8f24-68c722e4c296\", \"435320b2-7476-47ba-98e0-681cead1440a\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 273.0}, \"25431\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-25 01:33:44.000000+00:00\", \"2022-08-17 12:33:41.000000+00:00\"], \"session_ids\": [\"b7bf3b38-08f2-44f1-b179-7a65ae4ad9eb\", \"e0ea87de-c140-4d30-b3d3-6c35f4015f07\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.444}, \"90459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-06-19 15:06:26.000000+00:00\", \"2019-09-25 13:19:08.000000+00:00\"], \"session_ids\": [\"2f0f4cd5-41b5-4741-aece-9f83fdc2d6c1\", \"77087393-5221-44b7-89fd-ed4b40261c69\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.077}, \"15129\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-02-26 05:38:28.000000+00:00\", \"2022-04-06 03:38:25.000000+00:00\"], \"session_ids\": [\"1d42b2b3-3058-426e-9563-808b31b6feb2\", \"90a9d32d-5786-4efb-89a1-a0b50d0f936d\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 6.138}, \"86910\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-28 05:45:04.000000+00:00\", \"2020-03-09 13:56:39.000000+00:00\"], \"session_ids\": [\"6f5f0ec7-72ad-4eb8-939f-e618c97c51a0\", \"78bf2ff7-b89c-44ab-b052-d04fc7a2777c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 4.239}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29941\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-15 07:19:43.000000+00:00\", \"2021-12-27 17:22:12.000000+00:00\"], \"session_ids\": [\"b08bf588-f9b1-47e3-81c7-2b23444ff2f8\", \"b2872fb6-e343-4e86-9a06-9a6eed509775\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.421}}, {\"30459\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-07-03 10:11:59.000000+00:00\", \"2022-01-24 12:40:25.000000+00:00\"], \"session_ids\": [\"fa70a699-5083-4480-9d77-418cb3fe3a00\", \"12d4bf17-8e4f-423f-9fcd-d10e3e1cbc65\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"61697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-19 10:05:13.000000+00:00\", \"2019-04-23 17:36:20.000000+00:00\"], \"session_ids\": [\"2f052164-4520-4b99-8f24-68c722e4c296\", \"435320b2-7476-47ba-98e0-681cead1440a\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 273.0}}, {\"25431\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-25 01:33:44.000000+00:00\", \"2022-08-17 12:33:41.000000+00:00\"], \"session_ids\": [\"b7bf3b38-08f2-44f1-b179-7a65ae4ad9eb\", \"e0ea87de-c140-4d30-b3d3-6c35f4015f07\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.444}}, {\"90459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-06-19 15:06:26.000000+00:00\", \"2019-09-25 13:19:08.000000+00:00\"], \"session_ids\": [\"2f0f4cd5-41b5-4741-aece-9f83fdc2d6c1\", \"77087393-5221-44b7-89fd-ed4b40261c69\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.077}}, {\"15129\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-02-26 05:38:28.000000+00:00\", \"2022-04-06 03:38:25.000000+00:00\"], \"session_ids\": [\"1d42b2b3-3058-426e-9563-808b31b6feb2\", \"90a9d32d-5786-4efb-89a1-a0b50d0f936d\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 6.138}}, {\"86910\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-28 05:45:04.000000+00:00\", \"2020-03-09 13:56:39.000000+00:00\"], \"session_ids\": [\"6f5f0ec7-72ad-4eb8-939f-e618c97c51a0\", \"78bf2ff7-b89c-44ab-b052-d04fc7a2777c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 4.239}}, {\"94026\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-27 08:51:44.000000+00:00\", \"2019-03-14 03:34:56.000000+00:00\", \"2020-02-18 02:48:03.000000+00:00\", \"2020-07-17 12:01:36.000000+00:00\"], \"session_ids\": [\"1fe53966-1466-482d-b018-5edf541ad34f\", \"2b223b5b-de5b-4aa0-a986-38dd8c0459b4\", \"f3938e73-91df-4524-a3eb-7f258b4ded97\", \"337188a6-8bcc-466a-a69f-302366f299d4\"], \"total_duration\": 905.0, \"total_sessions\": 4, \"mean_week_duration\": 12.397}}, {\"91282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-28 13:30:27.000000+00:00\", \"2022-12-18 23:47:00.000000+00:00\", \"2021-12-16 22:13:07.000000+00:00\", \"2021-09-21 20:04:32.000000+00:00\", \"2019-12-14 20:35:30.000000+00:00\"], \"session_ids\": [\"472484ff-81d6-4ae5-8d9c-77f5841cda49\", \"2b096a95-c273-4b56-a8b7-2b90d4187ecc\", \"1b6b4cbe-7023-4524-b9b6-8d3012375124\", \"a11859b6-32f3-4fd5-97d6-126ee1c3db98\", \"11a0f6ed-5c8d-4598-b1ca-fa46e84db775\"], \"total_duration\": 1039.0, \"total_sessions\": 5, \"mean_week_duration\": 6.576}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29941\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-15 07:19:43.000000+00:00\", \"2021-12-27 17:22:12.000000+00:00\"], \"session_ids\": [\"b08bf588-f9b1-47e3-81c7-2b23444ff2f8\", \"b2872fb6-e343-4e86-9a06-9a6eed509775\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.421}}, {\"30459\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-07-03 10:11:59.000000+00:00\", \"2022-01-24 12:40:25.000000+00:00\"], \"session_ids\": [\"fa70a699-5083-4480-9d77-418cb3fe3a00\", \"12d4bf17-8e4f-423f-9fcd-d10e3e1cbc65\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"61697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-19 10:05:13.000000+00:00\", \"2019-04-23 17:36:20.000000+00:00\"], \"session_ids\": [\"2f052164-4520-4b99-8f24-68c722e4c296\", \"435320b2-7476-47ba-98e0-681cead1440a\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 273.0}}, {\"25431\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-25 01:33:44.000000+00:00\", \"2022-08-17 12:33:41.000000+00:00\"], \"session_ids\": [\"b7bf3b38-08f2-44f1-b179-7a65ae4ad9eb\", \"e0ea87de-c140-4d30-b3d3-6c35f4015f07\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.444}}]\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[{\"29941\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-15 07:19:43.000000+00:00\", \"2021-12-27 17:22:12.000000+00:00\"], \"session_ids\": [\"b08bf588-f9b1-47e3-81c7-2b23444ff2f8\", \"b2872fb6-e343-4e86-9a06-9a6eed509775\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.421}}, {\"30459\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-07-03 10:11:59.000000+00:00\", \"2022-01-24 12:40:25.000000+00:00\"], \"session_ids\": [\"fa70a699-5083-4480-9d77-418cb3fe3a00\", \"12d4bf17-8e4f-423f-9fcd-d10e3e1cbc65\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"61697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-19 10:05:13.000000+00:00\", \"2019-04-23 17:36:20.000000+00:00\"], \"session_ids\": [\"2f052164-4520-4b99-8f24-68c722e4c296\", \"435320b2-7476-47ba-98e0-681cead1440a\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 273.0}}, {\"25431\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-25 01:33:44.000000+00:00\", \"2022-08-17 12:33:41.000000+00:00\"], \"session_ids\": [\"b7bf3b38-08f2-44f1-b179-7a65ae4ad9eb\", \"e0ea87de-c140-4d30-b3d3-6c35f4015f07\"], \"total_duration\": 40.0, \"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": "Share insights on users who are currently living in cities Cape Town, Rome, Reykjavik, Mumbai, Stockholm additionaly carry out sorting by city_name risingly."
}
] |
[
{
"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{\"80712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-04 06:36:58.000000+00:00\", \"2022-12-25 21:07:58.000000+00:00\", \"2019-09-09 00:11:07.000000+00:00\"], \"session_ids\": [\"b1ed0e5b-2aa7-451c-b1ed-e3b20971618a\", \"f64a9526-b36e-4958-87ff-b3ecd3318bb5\", \"3ec61905-43fc-4824-a0ff-ac4f66ff1006\"], \"total_duration\": 114.0, \"total_sessions\": 3, \"mean_week_duration\": 0.663}, \"80277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-03-22 10:34:55.000000+00:00\", \"2021-09-20 15:22:29.000000+00:00\", \"2020-10-24 07:48:53.000000+00:00\", \"2020-10-13 14:20:48.000000+00:00\", \"2021-08-11 04:28:15.000000+00:00\", \"2022-03-13 18:04:10.000000+00:00\"], \"session_ids\": [\"b0b580b7-f9fa-4be4-bdd2-9ccf3c180664\", \"cd2c9b19-366a-466a-a819-c590093a6157\", \"dc3eec31-c97f-4b08-a320-d546dd7e3124\", \"4cf04afd-aaea-4f02-a5d9-0f54c9deac35\", \"0934faae-0e18-42dc-8284-2adb6b9811f5\", \"96192dc6-f3d7-4de0-acd6-e0d705763213\"], \"total_duration\": 1213.0, \"total_sessions\": 6, \"mean_week_duration\": 9.551}, \"55289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-05 05:34:37.000000+00:00\", \"2020-06-11 12:16:56.000000+00:00\", \"2019-11-03 08:30:22.000000+00:00\"], \"session_ids\": [\"ee82b135-1d0e-41ff-873f-3fabd90f6c4c\", \"ab75e44b-26f8-4b57-b040-02a59fcd8f52\", \"ee5ed0d8-cb64-448f-b590-648f0bb1da3c\"], \"total_duration\": 306.0, \"total_sessions\": 3, \"mean_week_duration\": 2.336}, \"95987\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-10 08:27:35.000000+00:00\", \"2019-02-18 05:44:02.000000+00:00\", \"2023-02-23 00:49:31.000000+00:00\", \"2021-02-07 06:39:39.000000+00:00\", \"2019-02-15 09:14:40.000000+00:00\", \"2022-05-14 19:29:21.000000+00:00\", \"2022-09-09 02:10:36.000000+00:00\"], \"session_ids\": [\"06eecd69-e2ce-4857-8573-34f50f674e28\", \"2979489b-a33c-484f-83c6-fbab56c27d05\", \"4312c10b-a599-4cc8-8894-28c47f6f354e\", \"a6dc685c-7bbb-4cbe-860c-e3ef256c8bf4\", \"f2b061ce-74eb-46ba-9b06-2e8c844dda43\", \"99901582-7417-401d-9dd3-75eab09654c5\", \"1402abdc-9973-49c5-888f-3deb06ea3df5\"], \"total_duration\": 439.0, \"total_sessions\": 7, \"mean_week_duration\": 2.09}, \"9519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-04-04 12:30:16.000000+00:00\", \"2023-05-10 01:09:46.000000+00:00\"], \"session_ids\": [\"d5e25772-5e6c-4e3f-9756-b906f4f071f5\", \"752390a7-226b-44ce-9030-be90f0d0c5f2\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}, \"36276\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-09 18:01:10.000000+00:00\", \"2023-02-14 08:58:25.000000+00:00\"], \"session_ids\": [\"1e44b162-5429-4fe7-b6e1-eb6134d8e55d\", \"dd51a2f3-016a-4149-8043-46064dac8b15\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 2.139}, \"8728\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-10 17:43:08.000000+00:00\", \"2022-06-08 01:26:06.000000+00:00\"], \"session_ids\": [\"099b9882-b1ee-49c1-9051-6b6ecf037c1b\", \"bcbaf3ed-3288-424b-9543-1035e24606f3\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.378}, \"12346\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-08-20 22:01:16.000000+00:00\", \"2020-11-23 21:40:17.000000+00:00\", \"2019-02-16 12:02:07.000000+00:00\", \"2020-04-06 13:19:37.000000+00:00\", \"2019-04-19 13:31:43.000000+00:00\"], \"session_ids\": [\"23cb70f1-be45-4b36-8bf9-4144ae28c3b1\", \"dba059d5-cdd7-4f8d-8717-6c4ed293c264\", \"5e6ead3f-179c-40d2-a997-41c8c3b68bc2\", \"a5bec966-7195-4ec2-ab58-b5b25d491020\", \"8f9eba50-9d6d-4fc5-ade3-1194399126b7\"], \"total_duration\": 3219.0, \"total_sessions\": 5, \"mean_week_duration\": 34.613}, \"40485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-25 21:36:21.000000+00:00\", \"2019-08-25 07:36:58.000000+00:00\"], \"session_ids\": [\"7b570e60-5b4b-42aa-a04d-b0ff9991afe1\", \"80e2febe-5f22-46a5-ae70-94352459a3e5\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 6.769}, \"87895\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-24 22:11:54.000000+00:00\", \"2022-06-03 07:47:27.000000+00:00\", \"2019-02-13 07:50:48.000000+00:00\", \"2021-10-14 23:38:53.000000+00:00\", \"2021-04-29 13:54:23.000000+00:00\", \"2019-07-01 23:05:08.000000+00:00\"], \"session_ids\": [\"efb12f1c-4afa-4c3c-96f8-2787da0ffacf\", \"4e335ec6-afa9-4298-a682-aeb7d7c38d36\", \"1ce6ba34-7f4d-44c3-8b56-96b67a22c6bd\", \"59e74542-e8cc-4aac-bef1-3b7eec1ce4f7\", \"92f3f55d-6a87-480d-b563-c930e882e072\", \"b2494ea8-059e-400d-954a-b56b32d86b82\"], \"total_duration\": 483.0, \"total_sessions\": 6, \"mean_week_duration\": 2.792}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Cape Town, Rome, Reykjavik, Mumbai, Stockholm"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Cape Town\", \"Rome\", \"Reykjavik\", \"Mumbai\", \"Stockholm\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 2 users whose total_duration is bigger than 1442 as well as perform sorting by name of the city in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-17 00:38:44.000000+00:00\", \"2021-02-05 07:10:39.000000+00:00\"], \"session_ids\": [\"e680e126-84a1-41d1-97b2-6aea281202dd\", \"bd4c4c9e-e5ca-4aca-9d90-c18f4dc402b8\"], \"total_duration\": 400.0, \"total_sessions\": 2, \"mean_week_duration\": 6.667}, \"58029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-04-15 21:53:00.000000+00:00\", \"2022-02-11 16:09:57.000000+00:00\"], \"session_ids\": [\"df171443-f28e-4446-83b2-89cfcb3cbe67\", \"c0c1085c-2cbd-4c13-8101-165a8b49971e\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 14.222}, \"71626\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-05-03 01:24:35.000000+00:00\", \"2020-10-23 00:33:31.000000+00:00\"], \"session_ids\": [\"acfd46a2-9dc4-4033-8727-bf371243aebf\", \"47337d5c-f5fd-4d6f-92e7-e425f576f2b3\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.701}, \"85227\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-25 00:25:23.000000+00:00\", \"2020-06-05 22:39:53.000000+00:00\"], \"session_ids\": [\"1380a14d-139f-47cf-b481-c27fc9ed1385\", \"92b21b1a-a439-48d7-974b-c574507bbc09\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 15.75}, \"46152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-03-28 22:56:54.000000+00:00\", \"2021-12-11 12:45:35.000000+00:00\", \"2023-03-06 14:21:43.000000+00:00\"], \"session_ids\": [\"ff5316b7-25d0-433f-9a33-f6db39cb3789\", \"69e1ef59-1c75-4ee0-b5b4-536378601bf2\", \"8c161036-7072-47aa-bf57-0a85d2d619be\"], \"total_duration\": 416.0, \"total_sessions\": 3, \"mean_week_duration\": 6.118}, \"94698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-20 15:36:27.000000+00:00\", \"2019-10-27 03:39:39.000000+00:00\", \"2023-04-08 09:01:14.000000+00:00\", \"2019-02-28 05:12:58.000000+00:00\", \"2022-04-04 00:59:58.000000+00:00\", \"2022-08-30 12:19:26.000000+00:00\", \"2019-06-30 11:14:52.000000+00:00\", \"2021-01-18 19:36:23.000000+00:00\", \"2023-02-22 03:23:51.000000+00:00\"], \"session_ids\": [\"b9fe4068-6ef8-4ca1-a04f-1a3d8bcd55e6\", \"2136ac41-bcb7-44bb-9031-bbcca687b588\", \"5ad098af-f031-48bd-9218-0d98263bcde2\", \"8b8800f7-270a-43ab-99a4-816be74b6e5c\", \"377d29a9-10df-41d9-aee5-7a413cffeedc\", \"c3b682dd-908d-46e5-8ac6-4a6ae8c2fd60\", \"0ed026a0-592a-49c0-a8d5-469e1babb66c\", \"340bc890-2381-46e8-8a4d-e9a237bf7be0\", \"18f5d428-fce5-434e-9d53-c94588164127\"], \"total_duration\": 13480.0, \"total_sessions\": 9, \"mean_week_duration\": 62.407}, \"32980\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-05 19:40:00.000000+00:00\", \"2019-12-09 00:41:00.000000+00:00\"], \"session_ids\": [\"3fff1408-f9ea-44ed-ab74-12e5cf3156c6\", \"3dc00732-10e8-4a18-b353-f6bab43909b2\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 1.538}, \"80765\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-02 15:45:31.000000+00:00\", \"2021-03-21 00:08:37.000000+00:00\", \"2021-07-24 04:18:18.000000+00:00\", \"2022-12-16 21:16:19.000000+00:00\", \"2023-03-16 06:55:51.000000+00:00\", \"2019-03-27 16:32:37.000000+00:00\", \"2021-12-26 19:26:15.000000+00:00\", \"2019-01-01 15:47:39.000000+00:00\", \"2021-01-31 16:54:46.000000+00:00\"], \"session_ids\": [\"67289b03-6737-490a-8640-de1bb86e62b5\", \"8e729af7-8911-4929-aae5-812c1c8516e3\", \"9b7f3301-e80e-4541-bbc8-bd29442516b3\", \"dbaa3e33-8c26-40a9-8793-2e8789ebc888\", \"26e083c4-70bb-4642-b22f-af03d519dd9a\", \"9d0c8eaf-e76d-47ee-9d4d-888e6914ba89\", \"c14cff83-42fa-45bf-9d67-68f405aeafb3\", \"7b839cb4-0bd6-4b6b-9316-090ec4452b60\", \"c30e7661-933e-4d16-af99-6058fcd75954\"], \"total_duration\": 17038.0, \"total_sessions\": 9, \"mean_week_duration\": 77.445}, \"32176\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-02-21 13:09:32.000000+00:00\", \"2022-01-02 19:22:06.000000+00:00\", \"2022-04-26 12:39:05.000000+00:00\"], \"session_ids\": [\"41f04510-9ade-4ee3-be5f-04b07c7d4420\", \"f484ddf4-4450-4258-9aa4-e9e575027619\", \"d7fc7122-b297-40c6-a5fa-16fc66450a29\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.435}, \"88899\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-05 21:39:41.000000+00:00\", \"2020-09-26 23:42:09.000000+00:00\", \"2021-02-23 23:54:04.000000+00:00\"], \"session_ids\": [\"0ccebd84-3b2f-4b5b-b4b8-49652c5119fc\", \"556ba84e-9205-49d9-b3f6-0d14a69cddf5\", \"9ff6a9db-ed04-4962-a775-b01779700a25\"], \"total_duration\": 194.0, \"total_sessions\": 3, \"mean_week_duration\": 3.593}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 1442"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1442, 3029]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-20 15:36:27.000000+00:00\", \"2019-10-27 03:39:39.000000+00:00\", \"2023-04-08 09:01:14.000000+00:00\", \"2019-02-28 05:12:58.000000+00:00\", \"2022-04-04 00:59:58.000000+00:00\", \"2022-08-30 12:19:26.000000+00:00\", \"2019-06-30 11:14:52.000000+00:00\", \"2021-01-18 19:36:23.000000+00:00\", \"2023-02-22 03:23:51.000000+00:00\"], \"session_ids\": [\"b9fe4068-6ef8-4ca1-a04f-1a3d8bcd55e6\", \"2136ac41-bcb7-44bb-9031-bbcca687b588\", \"5ad098af-f031-48bd-9218-0d98263bcde2\", \"8b8800f7-270a-43ab-99a4-816be74b6e5c\", \"377d29a9-10df-41d9-aee5-7a413cffeedc\", \"c3b682dd-908d-46e5-8ac6-4a6ae8c2fd60\", \"0ed026a0-592a-49c0-a8d5-469e1babb66c\", \"340bc890-2381-46e8-8a4d-e9a237bf7be0\", \"18f5d428-fce5-434e-9d53-c94588164127\"], \"total_duration\": 13480.0, \"total_sessions\": 9, \"mean_week_duration\": 62.407}, \"80765\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-02 15:45:31.000000+00:00\", \"2021-03-21 00:08:37.000000+00:00\", \"2021-07-24 04:18:18.000000+00:00\", \"2022-12-16 21:16:19.000000+00:00\", \"2023-03-16 06:55:51.000000+00:00\", \"2019-03-27 16:32:37.000000+00:00\", \"2021-12-26 19:26:15.000000+00:00\", \"2019-01-01 15:47:39.000000+00:00\", \"2021-01-31 16:54:46.000000+00:00\"], \"session_ids\": [\"67289b03-6737-490a-8640-de1bb86e62b5\", \"8e729af7-8911-4929-aae5-812c1c8516e3\", \"9b7f3301-e80e-4541-bbc8-bd29442516b3\", \"dbaa3e33-8c26-40a9-8793-2e8789ebc888\", \"26e083c4-70bb-4642-b22f-af03d519dd9a\", \"9d0c8eaf-e76d-47ee-9d4d-888e6914ba89\", \"c14cff83-42fa-45bf-9d67-68f405aeafb3\", \"7b839cb4-0bd6-4b6b-9316-090ec4452b60\", \"c30e7661-933e-4d16-af99-6058fcd75954\"], \"total_duration\": 17038.0, \"total_sessions\": 9, \"mean_week_duration\": 77.445}}\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[{\"94698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-20 15:36:27.000000+00:00\", \"2019-10-27 03:39:39.000000+00:00\", \"2023-04-08 09:01:14.000000+00:00\", \"2019-02-28 05:12:58.000000+00:00\", \"2022-04-04 00:59:58.000000+00:00\", \"2022-08-30 12:19:26.000000+00:00\", \"2019-06-30 11:14:52.000000+00:00\", \"2021-01-18 19:36:23.000000+00:00\", \"2023-02-22 03:23:51.000000+00:00\"], \"session_ids\": [\"b9fe4068-6ef8-4ca1-a04f-1a3d8bcd55e6\", \"2136ac41-bcb7-44bb-9031-bbcca687b588\", \"5ad098af-f031-48bd-9218-0d98263bcde2\", \"8b8800f7-270a-43ab-99a4-816be74b6e5c\", \"377d29a9-10df-41d9-aee5-7a413cffeedc\", \"c3b682dd-908d-46e5-8ac6-4a6ae8c2fd60\", \"0ed026a0-592a-49c0-a8d5-469e1babb66c\", \"340bc890-2381-46e8-8a4d-e9a237bf7be0\", \"18f5d428-fce5-434e-9d53-c94588164127\"], \"total_duration\": 13480.0, \"total_sessions\": 9, \"mean_week_duration\": 62.407}}, {\"80765\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-02 15:45:31.000000+00:00\", \"2021-03-21 00:08:37.000000+00:00\", \"2021-07-24 04:18:18.000000+00:00\", \"2022-12-16 21:16:19.000000+00:00\", \"2023-03-16 06:55:51.000000+00:00\", \"2019-03-27 16:32:37.000000+00:00\", \"2021-12-26 19:26:15.000000+00:00\", \"2019-01-01 15:47:39.000000+00:00\", \"2021-01-31 16:54:46.000000+00:00\"], \"session_ids\": [\"67289b03-6737-490a-8640-de1bb86e62b5\", \"8e729af7-8911-4929-aae5-812c1c8516e3\", \"9b7f3301-e80e-4541-bbc8-bd29442516b3\", \"dbaa3e33-8c26-40a9-8793-2e8789ebc888\", \"26e083c4-70bb-4642-b22f-af03d519dd9a\", \"9d0c8eaf-e76d-47ee-9d4d-888e6914ba89\", \"c14cff83-42fa-45bf-9d67-68f405aeafb3\", \"7b839cb4-0bd6-4b6b-9316-090ec4452b60\", \"c30e7661-933e-4d16-af99-6058fcd75954\"], \"total_duration\": 17038.0, \"total_sessions\": 9, \"mean_week_duration\": 77.445}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-20 15:36:27.000000+00:00\", \"2019-10-27 03:39:39.000000+00:00\", \"2023-04-08 09:01:14.000000+00:00\", \"2019-02-28 05:12:58.000000+00:00\", \"2022-04-04 00:59:58.000000+00:00\", \"2022-08-30 12:19:26.000000+00:00\", \"2019-06-30 11:14:52.000000+00:00\", \"2021-01-18 19:36:23.000000+00:00\", \"2023-02-22 03:23:51.000000+00:00\"], \"session_ids\": [\"b9fe4068-6ef8-4ca1-a04f-1a3d8bcd55e6\", \"2136ac41-bcb7-44bb-9031-bbcca687b588\", \"5ad098af-f031-48bd-9218-0d98263bcde2\", \"8b8800f7-270a-43ab-99a4-816be74b6e5c\", \"377d29a9-10df-41d9-aee5-7a413cffeedc\", \"c3b682dd-908d-46e5-8ac6-4a6ae8c2fd60\", \"0ed026a0-592a-49c0-a8d5-469e1babb66c\", \"340bc890-2381-46e8-8a4d-e9a237bf7be0\", \"18f5d428-fce5-434e-9d53-c94588164127\"], \"total_duration\": 13480.0, \"total_sessions\": 9, \"mean_week_duration\": 62.407}}, {\"80765\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-02 15:45:31.000000+00:00\", \"2021-03-21 00:08:37.000000+00:00\", \"2021-07-24 04:18:18.000000+00:00\", \"2022-12-16 21:16:19.000000+00:00\", \"2023-03-16 06:55:51.000000+00:00\", \"2019-03-27 16:32:37.000000+00:00\", \"2021-12-26 19:26:15.000000+00:00\", \"2019-01-01 15:47:39.000000+00:00\", \"2021-01-31 16:54:46.000000+00:00\"], \"session_ids\": [\"67289b03-6737-490a-8640-de1bb86e62b5\", \"8e729af7-8911-4929-aae5-812c1c8516e3\", \"9b7f3301-e80e-4541-bbc8-bd29442516b3\", \"dbaa3e33-8c26-40a9-8793-2e8789ebc888\", \"26e083c4-70bb-4642-b22f-af03d519dd9a\", \"9d0c8eaf-e76d-47ee-9d4d-888e6914ba89\", \"c14cff83-42fa-45bf-9d67-68f405aeafb3\", \"7b839cb4-0bd6-4b6b-9316-090ec4452b60\", \"c30e7661-933e-4d16-af99-6058fcd75954\"], \"total_duration\": 17038.0, \"total_sessions\": 9, \"mean_week_duration\": 77.445}}]\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[{\"94698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-20 15:36:27.000000+00:00\", \"2019-10-27 03:39:39.000000+00:00\", \"2023-04-08 09:01:14.000000+00:00\", \"2019-02-28 05:12:58.000000+00:00\", \"2022-04-04 00:59:58.000000+00:00\", \"2022-08-30 12:19:26.000000+00:00\", \"2019-06-30 11:14:52.000000+00:00\", \"2021-01-18 19:36:23.000000+00:00\", \"2023-02-22 03:23:51.000000+00:00\"], \"session_ids\": [\"b9fe4068-6ef8-4ca1-a04f-1a3d8bcd55e6\", \"2136ac41-bcb7-44bb-9031-bbcca687b588\", \"5ad098af-f031-48bd-9218-0d98263bcde2\", \"8b8800f7-270a-43ab-99a4-816be74b6e5c\", \"377d29a9-10df-41d9-aee5-7a413cffeedc\", \"c3b682dd-908d-46e5-8ac6-4a6ae8c2fd60\", \"0ed026a0-592a-49c0-a8d5-469e1babb66c\", \"340bc890-2381-46e8-8a4d-e9a237bf7be0\", \"18f5d428-fce5-434e-9d53-c94588164127\"], \"total_duration\": 13480.0, \"total_sessions\": 9, \"mean_week_duration\": 62.407}}, {\"80765\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-02 15:45:31.000000+00:00\", \"2021-03-21 00:08:37.000000+00:00\", \"2021-07-24 04:18:18.000000+00:00\", \"2022-12-16 21:16:19.000000+00:00\", \"2023-03-16 06:55:51.000000+00:00\", \"2019-03-27 16:32:37.000000+00:00\", \"2021-12-26 19:26:15.000000+00:00\", \"2019-01-01 15:47:39.000000+00:00\", \"2021-01-31 16:54:46.000000+00:00\"], \"session_ids\": [\"67289b03-6737-490a-8640-de1bb86e62b5\", \"8e729af7-8911-4929-aae5-812c1c8516e3\", \"9b7f3301-e80e-4541-bbc8-bd29442516b3\", \"dbaa3e33-8c26-40a9-8793-2e8789ebc888\", \"26e083c4-70bb-4642-b22f-af03d519dd9a\", \"9d0c8eaf-e76d-47ee-9d4d-888e6914ba89\", \"c14cff83-42fa-45bf-9d67-68f405aeafb3\", \"7b839cb4-0bd6-4b6b-9316-090ec4452b60\", \"c30e7661-933e-4d16-af99-6058fcd75954\"], \"total_duration\": 17038.0, \"total_sessions\": 9, \"mean_week_duration\": 77.445}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about users with a overall duration of sessions per week that is below 23, exclusive 23 and perform sorting by app usage time per week in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57959\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-02-08 21:22:44.000000+00:00\", \"2020-06-16 17:06:50.000000+00:00\", \"2022-03-18 06:47:09.000000+00:00\"], \"session_ids\": [\"7facd747-f28a-49ac-bb2f-4cfdac4405ca\", \"f8a993e2-1c9b-4757-b67d-27863f389cef\", \"f7e2ce6d-035e-4a68-ad83-62a38da62e1d\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.327}, \"31150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-16 00:40:30.000000+00:00\", \"2020-10-25 21:31:37.000000+00:00\", \"2020-10-06 22:09:50.000000+00:00\", \"2022-05-10 09:09:41.000000+00:00\", \"2021-03-19 12:24:56.000000+00:00\", \"2021-08-31 18:58:09.000000+00:00\"], \"session_ids\": [\"9e0429d6-1421-4146-ab9f-38aa317f0a49\", \"8d57adfb-a6e7-4a02-8cf1-c86e83e69362\", \"f507e38f-ee08-4177-a095-9e42bede7a2c\", \"0cf56661-340d-41a4-8fcf-d7a36008e76b\", \"fbbf9cf2-6a3e-4a6b-bca7-0b061b24cec1\", \"ba504367-467b-4679-ac84-f9f84c156584\"], \"total_duration\": 5081.0, \"total_sessions\": 6, \"mean_week_duration\": 61.217}, \"17728\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-05 21:37:48.000000+00:00\", \"2019-10-13 09:24:46.000000+00:00\", \"2021-10-30 13:52:20.000000+00:00\"], \"session_ids\": [\"bb2645c8-8690-49a5-b277-94b0b07d924d\", \"3498b913-721a-4578-9b06-9e354e529ce4\", \"e70ac8d1-f8d9-4239-aaa7-e5412fecac01\"], \"total_duration\": 251.0, \"total_sessions\": 3, \"mean_week_duration\": 2.346}, \"44942\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-22 15:14:24.000000+00:00\", \"2022-08-16 19:49:20.000000+00:00\", \"2019-03-13 12:44:28.000000+00:00\", \"2021-01-18 15:54:26.000000+00:00\", \"2021-05-07 16:08:39.000000+00:00\", \"2019-10-31 05:42:01.000000+00:00\", \"2023-03-01 05:21:06.000000+00:00\", \"2023-01-29 01:11:54.000000+00:00\", \"2019-09-14 02:53:50.000000+00:00\", \"2021-02-04 23:00:05.000000+00:00\"], \"session_ids\": [\"bdb03fb0-75f1-46b8-a64d-7c6c18b1d439\", \"b7b53227-9464-490a-b05a-1536df2d0402\", \"74b36096-f8f5-44c5-abdf-6635277fc050\", \"16aba753-2fd3-49af-b9e9-168ccf981453\", \"6cd164a0-a33c-4006-8508-7587ee3df5e6\", \"1a5a1bed-152e-4e40-b9a8-eb37433eeb50\", \"467e2fe5-1a9d-427e-9102-3a314910ef63\", \"0e2d617c-2643-4ad2-a280-003251b046b5\", \"37f3617c-f787-4828-9b18-fc07e41e13f8\", \"19199b93-43e6-4f8a-9154-86bb484c96fe\"], \"total_duration\": 393.0, \"total_sessions\": 10, \"mean_week_duration\": 1.899}, \"55251\": {\"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\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-06 06:24:37.000000+00:00\", \"2020-02-29 03:25:09.000000+00:00\"], \"session_ids\": [\"fc60de23-edf5-4fbc-b03a-f779d250553a\", \"5806450e-87a8-494b-9173-3f973e12a85a\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 26.294}, \"74381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-09 10:09:36.000000+00:00\", \"2020-02-16 01:46:38.000000+00:00\"], \"session_ids\": [\"0122f193-852a-479f-acac-4fba1b9078c4\", \"859f68a1-2114-4684-973d-864d06710cb8\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 2.138}, \"80334\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-05-05 07:01:06.000000+00:00\", \"2022-09-04 18:52:59.000000+00:00\"], \"session_ids\": [\"00686f49-ba74-4855-a835-4ca5f5ad2949\", \"c3bf927c-0e2c-431a-9c8f-0358758c4c29\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}, \"75439\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-12 11:19:27.000000+00:00\", \"2019-10-19 01:44:34.000000+00:00\"], \"session_ids\": [\"7988a3c6-10d9-4431-a303-bf140008571f\", \"7d60bd9e-26f6-47f6-aff2-d059f6de9a9d\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 11.667}, \"86155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-06-06 14:25:57.000000+00:00\", \"2020-11-07 07:47:32.000000+00:00\", \"2021-05-27 18:02:57.000000+00:00\", \"2020-05-17 13:21:24.000000+00:00\", \"2021-01-29 02:31:34.000000+00:00\"], \"session_ids\": [\"c3d40cf6-a842-440c-b5b6-60c45c1345b4\", \"cc826d9c-51ae-46cf-b490-cba001d7d0f1\", \"053f8bcc-ae63-46b0-9c7a-a5e05b733c75\", \"861dfab0-620b-43e8-9bca-cec5d8f611ce\", \"cc19aad8-b710-4275-80b5-7ef4c0c9ed31\"], \"total_duration\": 1472.0, \"total_sessions\": 5, \"mean_week_duration\": 27.259}, \"75440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-04 03:06:13.000000+00:00\", \"2022-05-06 01:31:43.000000+00:00\"], \"session_ids\": [\"26d38b72-edb6-4ebd-844c-70bec0659a58\", \"10d73396-ccf1-43e1-a702-4e3cc075db02\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.818}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 23"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57959\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-02-08 21:22:44.000000+00:00\", \"2020-06-16 17:06:50.000000+00:00\", \"2022-03-18 06:47:09.000000+00:00\"], \"session_ids\": [\"7facd747-f28a-49ac-bb2f-4cfdac4405ca\", \"f8a993e2-1c9b-4757-b67d-27863f389cef\", \"f7e2ce6d-035e-4a68-ad83-62a38da62e1d\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.327}, \"17728\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-05 21:37:48.000000+00:00\", \"2019-10-13 09:24:46.000000+00:00\", \"2021-10-30 13:52:20.000000+00:00\"], \"session_ids\": [\"bb2645c8-8690-49a5-b277-94b0b07d924d\", \"3498b913-721a-4578-9b06-9e354e529ce4\", \"e70ac8d1-f8d9-4239-aaa7-e5412fecac01\"], \"total_duration\": 251.0, \"total_sessions\": 3, \"mean_week_duration\": 2.346}, \"44942\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-22 15:14:24.000000+00:00\", \"2022-08-16 19:49:20.000000+00:00\", \"2019-03-13 12:44:28.000000+00:00\", \"2021-01-18 15:54:26.000000+00:00\", \"2021-05-07 16:08:39.000000+00:00\", \"2019-10-31 05:42:01.000000+00:00\", \"2023-03-01 05:21:06.000000+00:00\", \"2023-01-29 01:11:54.000000+00:00\", \"2019-09-14 02:53:50.000000+00:00\", \"2021-02-04 23:00:05.000000+00:00\"], \"session_ids\": [\"bdb03fb0-75f1-46b8-a64d-7c6c18b1d439\", \"b7b53227-9464-490a-b05a-1536df2d0402\", \"74b36096-f8f5-44c5-abdf-6635277fc050\", \"16aba753-2fd3-49af-b9e9-168ccf981453\", \"6cd164a0-a33c-4006-8508-7587ee3df5e6\", \"1a5a1bed-152e-4e40-b9a8-eb37433eeb50\", \"467e2fe5-1a9d-427e-9102-3a314910ef63\", \"0e2d617c-2643-4ad2-a280-003251b046b5\", \"37f3617c-f787-4828-9b18-fc07e41e13f8\", \"19199b93-43e6-4f8a-9154-86bb484c96fe\"], \"total_duration\": 393.0, \"total_sessions\": 10, \"mean_week_duration\": 1.899}, \"74381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-09 10:09:36.000000+00:00\", \"2020-02-16 01:46:38.000000+00:00\"], \"session_ids\": [\"0122f193-852a-479f-acac-4fba1b9078c4\", \"859f68a1-2114-4684-973d-864d06710cb8\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 2.138}, \"80334\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-05-05 07:01:06.000000+00:00\", \"2022-09-04 18:52:59.000000+00:00\"], \"session_ids\": [\"00686f49-ba74-4855-a835-4ca5f5ad2949\", \"c3bf927c-0e2c-431a-9c8f-0358758c4c29\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}, \"75439\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-12 11:19:27.000000+00:00\", \"2019-10-19 01:44:34.000000+00:00\"], \"session_ids\": [\"7988a3c6-10d9-4431-a303-bf140008571f\", \"7d60bd9e-26f6-47f6-aff2-d059f6de9a9d\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 11.667}, \"75440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-04 03:06:13.000000+00:00\", \"2022-05-06 01:31:43.000000+00:00\"], \"session_ids\": [\"26d38b72-edb6-4ebd-844c-70bec0659a58\", \"10d73396-ccf1-43e1-a702-4e3cc075db02\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.818}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"57959\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-02-08 21:22:44.000000+00:00\", \"2020-06-16 17:06:50.000000+00:00\", \"2022-03-18 06:47:09.000000+00:00\"], \"session_ids\": [\"7facd747-f28a-49ac-bb2f-4cfdac4405ca\", \"f8a993e2-1c9b-4757-b67d-27863f389cef\", \"f7e2ce6d-035e-4a68-ad83-62a38da62e1d\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.327}}, {\"80334\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-05-05 07:01:06.000000+00:00\", \"2022-09-04 18:52:59.000000+00:00\"], \"session_ids\": [\"00686f49-ba74-4855-a835-4ca5f5ad2949\", \"c3bf927c-0e2c-431a-9c8f-0358758c4c29\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}}, {\"75440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-04 03:06:13.000000+00:00\", \"2022-05-06 01:31:43.000000+00:00\"], \"session_ids\": [\"26d38b72-edb6-4ebd-844c-70bec0659a58\", \"10d73396-ccf1-43e1-a702-4e3cc075db02\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.818}}, {\"44942\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-22 15:14:24.000000+00:00\", \"2022-08-16 19:49:20.000000+00:00\", \"2019-03-13 12:44:28.000000+00:00\", \"2021-01-18 15:54:26.000000+00:00\", \"2021-05-07 16:08:39.000000+00:00\", \"2019-10-31 05:42:01.000000+00:00\", \"2023-03-01 05:21:06.000000+00:00\", \"2023-01-29 01:11:54.000000+00:00\", \"2019-09-14 02:53:50.000000+00:00\", \"2021-02-04 23:00:05.000000+00:00\"], \"session_ids\": [\"bdb03fb0-75f1-46b8-a64d-7c6c18b1d439\", \"b7b53227-9464-490a-b05a-1536df2d0402\", \"74b36096-f8f5-44c5-abdf-6635277fc050\", \"16aba753-2fd3-49af-b9e9-168ccf981453\", \"6cd164a0-a33c-4006-8508-7587ee3df5e6\", \"1a5a1bed-152e-4e40-b9a8-eb37433eeb50\", \"467e2fe5-1a9d-427e-9102-3a314910ef63\", \"0e2d617c-2643-4ad2-a280-003251b046b5\", \"37f3617c-f787-4828-9b18-fc07e41e13f8\", \"19199b93-43e6-4f8a-9154-86bb484c96fe\"], \"total_duration\": 393.0, \"total_sessions\": 10, \"mean_week_duration\": 1.899}}, {\"74381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-09 10:09:36.000000+00:00\", \"2020-02-16 01:46:38.000000+00:00\"], \"session_ids\": [\"0122f193-852a-479f-acac-4fba1b9078c4\", \"859f68a1-2114-4684-973d-864d06710cb8\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 2.138}}, {\"17728\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-05 21:37:48.000000+00:00\", \"2019-10-13 09:24:46.000000+00:00\", \"2021-10-30 13:52:20.000000+00:00\"], \"session_ids\": [\"bb2645c8-8690-49a5-b277-94b0b07d924d\", \"3498b913-721a-4578-9b06-9e354e529ce4\", \"e70ac8d1-f8d9-4239-aaa7-e5412fecac01\"], \"total_duration\": 251.0, \"total_sessions\": 3, \"mean_week_duration\": 2.346}}, {\"75439\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-12 11:19:27.000000+00:00\", \"2019-10-19 01:44:34.000000+00:00\"], \"session_ids\": [\"7988a3c6-10d9-4431-a303-bf140008571f\", \"7d60bd9e-26f6-47f6-aff2-d059f6de9a9d\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 11.667}}]\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[{\"57959\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-02-08 21:22:44.000000+00:00\", \"2020-06-16 17:06:50.000000+00:00\", \"2022-03-18 06:47:09.000000+00:00\"], \"session_ids\": [\"7facd747-f28a-49ac-bb2f-4cfdac4405ca\", \"f8a993e2-1c9b-4757-b67d-27863f389cef\", \"f7e2ce6d-035e-4a68-ad83-62a38da62e1d\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.327}}, {\"80334\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-05-05 07:01:06.000000+00:00\", \"2022-09-04 18:52:59.000000+00:00\"], \"session_ids\": [\"00686f49-ba74-4855-a835-4ca5f5ad2949\", \"c3bf927c-0e2c-431a-9c8f-0358758c4c29\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}}, {\"75440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-04 03:06:13.000000+00:00\", \"2022-05-06 01:31:43.000000+00:00\"], \"session_ids\": [\"26d38b72-edb6-4ebd-844c-70bec0659a58\", \"10d73396-ccf1-43e1-a702-4e3cc075db02\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.818}}, {\"44942\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-22 15:14:24.000000+00:00\", \"2022-08-16 19:49:20.000000+00:00\", \"2019-03-13 12:44:28.000000+00:00\", \"2021-01-18 15:54:26.000000+00:00\", \"2021-05-07 16:08:39.000000+00:00\", \"2019-10-31 05:42:01.000000+00:00\", \"2023-03-01 05:21:06.000000+00:00\", \"2023-01-29 01:11:54.000000+00:00\", \"2019-09-14 02:53:50.000000+00:00\", \"2021-02-04 23:00:05.000000+00:00\"], \"session_ids\": [\"bdb03fb0-75f1-46b8-a64d-7c6c18b1d439\", \"b7b53227-9464-490a-b05a-1536df2d0402\", \"74b36096-f8f5-44c5-abdf-6635277fc050\", \"16aba753-2fd3-49af-b9e9-168ccf981453\", \"6cd164a0-a33c-4006-8508-7587ee3df5e6\", \"1a5a1bed-152e-4e40-b9a8-eb37433eeb50\", \"467e2fe5-1a9d-427e-9102-3a314910ef63\", \"0e2d617c-2643-4ad2-a280-003251b046b5\", \"37f3617c-f787-4828-9b18-fc07e41e13f8\", \"19199b93-43e6-4f8a-9154-86bb484c96fe\"], \"total_duration\": 393.0, \"total_sessions\": 10, \"mean_week_duration\": 1.899}}, {\"74381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-09 10:09:36.000000+00:00\", \"2020-02-16 01:46:38.000000+00:00\"], \"session_ids\": [\"0122f193-852a-479f-acac-4fba1b9078c4\", \"859f68a1-2114-4684-973d-864d06710cb8\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 2.138}}, {\"17728\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-05 21:37:48.000000+00:00\", \"2019-10-13 09:24:46.000000+00:00\", \"2021-10-30 13:52:20.000000+00:00\"], \"session_ids\": [\"bb2645c8-8690-49a5-b277-94b0b07d924d\", \"3498b913-721a-4578-9b06-9e354e529ce4\", \"e70ac8d1-f8d9-4239-aaa7-e5412fecac01\"], \"total_duration\": 251.0, \"total_sessions\": 3, \"mean_week_duration\": 2.346}}, {\"75439\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-12 11:19:27.000000+00:00\", \"2019-10-19 01:44:34.000000+00:00\"], \"session_ids\": [\"7988a3c6-10d9-4431-a303-bf140008571f\", \"7d60bd9e-26f6-47f6-aff2-d059f6de9a9d\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 11.667}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 8 users with a number of sessions that is above 4 and below 7, exclusive 4 inclusive 7 also apply sorting by sessions count form the lowest value to the highest value , moreover keep only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14356\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-30 00:30:16.000000+00:00\", \"2021-11-27 11:26:20.000000+00:00\", \"2022-06-06 21:54:02.000000+00:00\"], \"session_ids\": [\"d80c963e-aa07-46c2-bb2d-19d5074295ea\", \"28abaa2b-96a0-44fa-ac9b-7a73081ce3f7\", \"597eda62-2373-450c-91f5-d5ba6640dc5a\"], \"total_duration\": 357.0, \"total_sessions\": 3, \"mean_week_duration\": 2.396}, \"65298\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-20 12:36:31.000000+00:00\", \"2021-08-16 00:08:53.000000+00:00\"], \"session_ids\": [\"3fb09dcd-650f-4c18-b690-eeaabd4425a7\", \"f56ec68c-4e87-4506-9215-eaf944b90a4c\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}, \"13325\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-08 18:30:26.000000+00:00\", \"2019-12-12 04:37:58.000000+00:00\"], \"session_ids\": [\"2b97f78a-42e7-4da5-961b-5164ef70a9b9\", \"94253f6b-bfce-475f-8c2a-ce0b3c15e598\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 3.349}, \"6293\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-05 00:13:44.000000+00:00\", \"2021-04-15 22:26:08.000000+00:00\"], \"session_ids\": [\"90261537-8a1c-4612-9535-8de77406a1ce\", \"3bacfe2d-96f8-442f-abd8-f53c7537dd38\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 11.96}, \"62114\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-16 12:19:21.000000+00:00\", \"2022-09-01 14:46:06.000000+00:00\"], \"session_ids\": [\"d34dcb52-2b41-4ba1-b43e-3cb978b89ab7\", \"012c6555-d487-429a-97b2-4ca1030bc74f\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 2.913}, \"64378\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-10 17:37:27.000000+00:00\", \"2022-02-06 12:29:19.000000+00:00\", \"2021-11-26 06:04:58.000000+00:00\", \"2023-03-08 20:22:36.000000+00:00\"], \"session_ids\": [\"3971dbc2-1227-4518-bd7f-cfd0f9f22250\", \"244d128a-3fa2-475e-88ce-6ae5478cfdb5\", \"38a27c6b-f770-4854-a6ff-3b6e0a36a2a0\", \"9efe54bd-fd00-4238-8e8d-65a2dd8aee16\"], \"total_duration\": 715.0, \"total_sessions\": 4, \"mean_week_duration\": 10.672}, \"18501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-08 15:16:15.000000+00:00\", \"2020-09-05 17:25:20.000000+00:00\", \"2023-06-05 03:42:10.000000+00:00\", \"2021-12-26 17:05:43.000000+00:00\", \"2022-05-06 12:23:15.000000+00:00\", \"2023-03-06 23:34:23.000000+00:00\", \"2022-11-07 05:02:13.000000+00:00\"], \"session_ids\": [\"2cc60398-8e94-4da3-b21d-cb7eaf913b88\", \"a1b0f3bd-dfec-4a55-bd63-53fc9e077bb0\", \"3e84aca3-2ffe-4c36-a713-0d600dc66897\", \"f2a771fb-c614-4f68-af3a-32a888315c60\", \"a7cf5f66-65cc-4be0-a493-e7060da4540c\", \"9d77f252-c744-4e51-b5e9-d89c427bf703\", \"dcf0ffe6-9757-4f62-a47b-6948825c75f9\"], \"total_duration\": 1043.0, \"total_sessions\": 7, \"mean_week_duration\": 5.731}, \"68359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-04-04 19:48:07.000000+00:00\", \"2020-12-03 01:38:00.000000+00:00\", \"2021-12-06 22:21:03.000000+00:00\", \"2023-03-09 02:07:28.000000+00:00\", \"2021-04-13 10:40:57.000000+00:00\"], \"session_ids\": [\"bfc69dee-1e24-475b-9598-a6d47465bc5a\", \"a6e1bfcd-91c0-4ebc-a0ab-0b3dd3822cf4\", \"0a0db82e-07b1-4cb6-95a8-f51c75b05bab\", \"f64b3785-a4b5-4867-966c-09f3bc7e98c2\", \"dea890e8-2e79-4690-9085-306c0d32331a\"], \"total_duration\": 3697.0, \"total_sessions\": 5, \"mean_week_duration\": 31.331}, \"3123\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-27 03:09:16.000000+00:00\", \"2021-12-21 12:00:25.000000+00:00\"], \"session_ids\": [\"50fa2f24-2929-4d91-ba44-26e918bf9503\", \"394a5981-4c42-4ba5-b3be-70c14a4dabef\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 2.435}, \"9148\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-04-18 23:03:48.000000+00:00\", \"2020-01-18 07:06:15.000000+00:00\", \"2021-04-06 03:36:09.000000+00:00\", \"2020-09-09 07:23:38.000000+00:00\", \"2020-10-25 10:56:55.000000+00:00\", \"2019-07-10 17:16:01.000000+00:00\", \"2019-01-28 15:30:25.000000+00:00\", \"2021-12-02 17:45:28.000000+00:00\", \"2021-10-14 21:38:29.000000+00:00\", \"2023-06-27 20:28:30.000000+00:00\"], \"session_ids\": [\"047a0f7c-1f84-4dcb-b3f7-e0187b51289d\", \"331b970c-718d-4a25-a401-d6730ec8b122\", \"ce85a99f-3e31-43c9-8390-532b843e9ae3\", \"21cf7ccd-15aa-488f-bef4-f2d55e2b3fd1\", \"bd83c6ec-96f5-44a8-a68e-8700a2fb352e\", \"378fe5e1-3a54-4c3a-b51f-20e151707bf7\", \"60725b03-09ea-40d9-a21b-e8d498d5e229\", \"2a412cc7-3352-4c0d-b574-1b9d0716b068\", \"679e390a-7830-42f7-8f3a-eb4e6676995e\", \"c6921255-75bd-45fb-b2c6-10d1ea1e6515\"], \"total_duration\": 13450.0, \"total_sessions\": 10, \"mean_week_duration\": 58.225}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 4 and are equal or less than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-08 15:16:15.000000+00:00\", \"2020-09-05 17:25:20.000000+00:00\", \"2023-06-05 03:42:10.000000+00:00\", \"2021-12-26 17:05:43.000000+00:00\", \"2022-05-06 12:23:15.000000+00:00\", \"2023-03-06 23:34:23.000000+00:00\", \"2022-11-07 05:02:13.000000+00:00\"], \"session_ids\": [\"2cc60398-8e94-4da3-b21d-cb7eaf913b88\", \"a1b0f3bd-dfec-4a55-bd63-53fc9e077bb0\", \"3e84aca3-2ffe-4c36-a713-0d600dc66897\", \"f2a771fb-c614-4f68-af3a-32a888315c60\", \"a7cf5f66-65cc-4be0-a493-e7060da4540c\", \"9d77f252-c744-4e51-b5e9-d89c427bf703\", \"dcf0ffe6-9757-4f62-a47b-6948825c75f9\"], \"total_duration\": 1043.0, \"total_sessions\": 7, \"mean_week_duration\": 5.731}, \"68359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-04-04 19:48:07.000000+00:00\", \"2020-12-03 01:38:00.000000+00:00\", \"2021-12-06 22:21:03.000000+00:00\", \"2023-03-09 02:07:28.000000+00:00\", \"2021-04-13 10:40:57.000000+00:00\"], \"session_ids\": [\"bfc69dee-1e24-475b-9598-a6d47465bc5a\", \"a6e1bfcd-91c0-4ebc-a0ab-0b3dd3822cf4\", \"0a0db82e-07b1-4cb6-95a8-f51c75b05bab\", \"f64b3785-a4b5-4867-966c-09f3bc7e98c2\", \"dea890e8-2e79-4690-9085-306c0d32331a\"], \"total_duration\": 3697.0, \"total_sessions\": 5, \"mean_week_duration\": 31.331}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"68359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-04-04 19:48:07.000000+00:00\", \"2020-12-03 01:38:00.000000+00:00\", \"2021-12-06 22:21:03.000000+00:00\", \"2023-03-09 02:07:28.000000+00:00\", \"2021-04-13 10:40:57.000000+00:00\"], \"session_ids\": [\"bfc69dee-1e24-475b-9598-a6d47465bc5a\", \"a6e1bfcd-91c0-4ebc-a0ab-0b3dd3822cf4\", \"0a0db82e-07b1-4cb6-95a8-f51c75b05bab\", \"f64b3785-a4b5-4867-966c-09f3bc7e98c2\", \"dea890e8-2e79-4690-9085-306c0d32331a\"], \"total_duration\": 3697.0, \"total_sessions\": 5, \"mean_week_duration\": 31.331}}, {\"18501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-08 15:16:15.000000+00:00\", \"2020-09-05 17:25:20.000000+00:00\", \"2023-06-05 03:42:10.000000+00:00\", \"2021-12-26 17:05:43.000000+00:00\", \"2022-05-06 12:23:15.000000+00:00\", \"2023-03-06 23:34:23.000000+00:00\", \"2022-11-07 05:02:13.000000+00:00\"], \"session_ids\": [\"2cc60398-8e94-4da3-b21d-cb7eaf913b88\", \"a1b0f3bd-dfec-4a55-bd63-53fc9e077bb0\", \"3e84aca3-2ffe-4c36-a713-0d600dc66897\", \"f2a771fb-c614-4f68-af3a-32a888315c60\", \"a7cf5f66-65cc-4be0-a493-e7060da4540c\", \"9d77f252-c744-4e51-b5e9-d89c427bf703\", \"dcf0ffe6-9757-4f62-a47b-6948825c75f9\"], \"total_duration\": 1043.0, \"total_sessions\": 7, \"mean_week_duration\": 5.731}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"68359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-04-04 19:48:07.000000+00:00\", \"2020-12-03 01:38:00.000000+00:00\", \"2021-12-06 22:21:03.000000+00:00\", \"2023-03-09 02:07:28.000000+00:00\", \"2021-04-13 10:40:57.000000+00:00\"], \"session_ids\": [\"bfc69dee-1e24-475b-9598-a6d47465bc5a\", \"a6e1bfcd-91c0-4ebc-a0ab-0b3dd3822cf4\", \"0a0db82e-07b1-4cb6-95a8-f51c75b05bab\", \"f64b3785-a4b5-4867-966c-09f3bc7e98c2\", \"dea890e8-2e79-4690-9085-306c0d32331a\"], \"total_duration\": 3697.0, \"total_sessions\": 5, \"mean_week_duration\": 31.331}}, {\"18501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-08 15:16:15.000000+00:00\", \"2020-09-05 17:25:20.000000+00:00\", \"2023-06-05 03:42:10.000000+00:00\", \"2021-12-26 17:05:43.000000+00:00\", \"2022-05-06 12:23:15.000000+00:00\", \"2023-03-06 23:34:23.000000+00:00\", \"2022-11-07 05:02:13.000000+00:00\"], \"session_ids\": [\"2cc60398-8e94-4da3-b21d-cb7eaf913b88\", \"a1b0f3bd-dfec-4a55-bd63-53fc9e077bb0\", \"3e84aca3-2ffe-4c36-a713-0d600dc66897\", \"f2a771fb-c614-4f68-af3a-32a888315c60\", \"a7cf5f66-65cc-4be0-a493-e7060da4540c\", \"9d77f252-c744-4e51-b5e9-d89c427bf703\", \"dcf0ffe6-9757-4f62-a47b-6948825c75f9\"], \"total_duration\": 1043.0, \"total_sessions\": 7, \"mean_week_duration\": 5.731}}]\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[{\"68359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-04-04 19:48:07.000000+00:00\", \"2020-12-03 01:38:00.000000+00:00\", \"2021-12-06 22:21:03.000000+00:00\", \"2023-03-09 02:07:28.000000+00:00\", \"2021-04-13 10:40:57.000000+00:00\"], \"session_ids\": [\"bfc69dee-1e24-475b-9598-a6d47465bc5a\", \"a6e1bfcd-91c0-4ebc-a0ab-0b3dd3822cf4\", \"0a0db82e-07b1-4cb6-95a8-f51c75b05bab\", \"f64b3785-a4b5-4867-966c-09f3bc7e98c2\", \"dea890e8-2e79-4690-9085-306c0d32331a\"], \"total_duration\": 3697.0, \"total_sessions\": 5, \"mean_week_duration\": 31.331}}, {\"18501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-08 15:16:15.000000+00:00\", \"2020-09-05 17:25:20.000000+00:00\", \"2023-06-05 03:42:10.000000+00:00\", \"2021-12-26 17:05:43.000000+00:00\", \"2022-05-06 12:23:15.000000+00:00\", \"2023-03-06 23:34:23.000000+00:00\", \"2022-11-07 05:02:13.000000+00:00\"], \"session_ids\": [\"2cc60398-8e94-4da3-b21d-cb7eaf913b88\", \"a1b0f3bd-dfec-4a55-bd63-53fc9e077bb0\", \"3e84aca3-2ffe-4c36-a713-0d600dc66897\", \"f2a771fb-c614-4f68-af3a-32a888315c60\", \"a7cf5f66-65cc-4be0-a493-e7060da4540c\", \"9d77f252-c744-4e51-b5e9-d89c427bf703\", \"dcf0ffe6-9757-4f62-a47b-6948825c75f9\"], \"total_duration\": 1043.0, \"total_sessions\": 7, \"mean_week_duration\": 5.731}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about user who has total sessoins count greater than 5 and less than 8 additionaly execute sorting by count of sessions in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72704\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-03-20 05:28:41.000000+00:00\", \"2020-08-15 17:11:17.000000+00:00\", \"2022-05-27 01:24:25.000000+00:00\", \"2023-04-03 12:01:22.000000+00:00\", \"2023-05-06 04:50:13.000000+00:00\", \"2021-10-28 01:38:28.000000+00:00\", \"2021-06-12 08:14:52.000000+00:00\", \"2023-02-25 13:49:30.000000+00:00\", \"2020-03-25 00:51:50.000000+00:00\"], \"session_ids\": [\"9c3c6af4-7e16-4af9-accb-6af768c3ec66\", \"6708fb45-7827-46e6-b499-3a23a755ca5f\", \"f1b86c6b-3fe5-4389-9206-90b780552d59\", \"620c1a0b-9c22-4e42-beeb-6ef1821a91d8\", \"9a098c30-5e79-450a-b0ea-cf82693d37ae\", \"aceab37f-ecee-478f-9821-9c45b343b9ad\", \"6a5808d6-4bc2-444d-8901-6e58c02477a5\", \"ab056f4e-0e6c-4ca3-9555-bacf9ddb577d\", \"892458fe-d312-44bd-b132-08795d37a1ef\"], \"total_duration\": 15928.0, \"total_sessions\": 9, \"mean_week_duration\": 97.718}, \"94087\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-03-19 02:30:31.000000+00:00\", \"2023-04-14 02:01:46.000000+00:00\", \"2019-03-16 18:19:03.000000+00:00\", \"2023-02-21 07:42:18.000000+00:00\", \"2019-06-21 08:51:53.000000+00:00\", \"2020-09-17 09:28:29.000000+00:00\", \"2022-09-14 01:39:38.000000+00:00\", \"2021-10-25 09:35:02.000000+00:00\"], \"session_ids\": [\"b9ce4bfd-be8f-442c-b290-5bb9246be7c8\", \"5cad16bd-17a2-48d6-851c-d2d3f9f95aaf\", \"245eb06e-cf6a-44b0-af99-0dd55a05496c\", \"daee796c-0a88-466d-9072-f54407b8b1a8\", \"fdf7cb8f-8ed2-4cf8-8945-89ec5235839f\", \"6048c8b9-b16c-4a36-8656-3b3dfebe048e\", \"4d68c022-d429-40db-afcd-85640abebdef\", \"ce0b1fde-4fb9-483a-95a5-f66d711920bf\"], \"total_duration\": 3190.0, \"total_sessions\": 8, \"mean_week_duration\": 14.977}, \"9619\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-28 19:47:37.000000+00:00\", \"2021-03-09 17:49:02.000000+00:00\"], \"session_ids\": [\"d2812c02-ad6a-4c08-a18f-0ae30cd8ced1\", \"dfa28f83-d7e8-4aed-a1c7-2c297740784f\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 12.3}, \"55338\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-06 22:46:07.000000+00:00\", \"2020-07-17 09:43:13.000000+00:00\"], \"session_ids\": [\"f3724c0d-8c9b-4304-a69e-a22f52ff5254\", \"537179d3-3e5d-4461-a057-feb02235af92\"], \"total_duration\": 422.0, \"total_sessions\": 2, \"mean_week_duration\": 3.376}, \"5402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-10-05 20:32:28.000000+00:00\", \"2019-04-11 17:07:45.000000+00:00\"], \"session_ids\": [\"09425232-3d89-45a5-a0b5-1df5ecc09ba4\", \"3994975d-9628-4ccd-b9ff-6a4ee43c6330\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.795}, \"49002\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-25 09:59:53.000000+00:00\", \"2020-06-06 22:53:23.000000+00:00\", \"2020-07-11 10:16:36.000000+00:00\"], \"session_ids\": [\"ac5535f3-3acf-48f9-a6f3-897a2d9b5ad4\", \"3de36c35-acc6-474c-ae61-ad2888aae6f5\", \"29e4eccb-a1ba-4f0d-9345-290f912e63ca\"], \"total_duration\": 279.0, \"total_sessions\": 3, \"mean_week_duration\": 25.364}, \"63209\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-10 02:55:51.000000+00:00\", \"2023-05-11 04:20:31.000000+00:00\"], \"session_ids\": [\"5ca27fbd-4a5e-42a8-889c-72386261f17e\", \"fd13a8ea-04f5-4f2e-b425-a54aca61d977\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 2.046}, \"83387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-26 12:07:01.000000+00:00\", \"2023-06-25 08:45:08.000000+00:00\"], \"session_ids\": [\"99fe42d5-8460-4363-8865-e5f8dda3c623\", \"6dcb6e17-899d-4b6e-a645-495f22da14ef\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 1.833}, \"28441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-05 04:43:36.000000+00:00\", \"2023-06-05 06:36:50.000000+00:00\", \"2019-05-29 21:41:32.000000+00:00\", \"2020-11-24 19:07:58.000000+00:00\"], \"session_ids\": [\"99cbc2b0-f083-4d7d-99b1-1b927a523ba7\", \"6081294e-c27b-455c-a988-06fd29054bc8\", \"bdc881b7-4722-4493-9a86-fc1dbfafddb1\", \"36cf7cb2-cad0-4dd9-8859-eeaeaac00de1\"], \"total_duration\": 49.0, \"total_sessions\": 4, \"mean_week_duration\": 0.221}, \"82844\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-08 02:07:49.000000+00:00\", \"2019-12-19 07:25:38.000000+00:00\", \"2020-01-29 11:35:34.000000+00:00\", \"2021-03-11 10:03:38.000000+00:00\", \"2022-07-26 14:10:28.000000+00:00\"], \"session_ids\": [\"658282c5-25df-4918-82fa-5f67c32b8b59\", \"62f800b5-e526-4e8a-bad7-65f416b47bd0\", \"672991fe-dd8c-42b6-8bcf-5790fa57c37e\", \"1efefa3d-6bf4-4463-a836-4087f76c18b2\", \"08f5c66b-b098-4bd0-b261-c799750b0b0d\"], \"total_duration\": 723.0, \"total_sessions\": 5, \"mean_week_duration\": 5.316}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 5 and are equal or less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94087\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-03-19 02:30:31.000000+00:00\", \"2023-04-14 02:01:46.000000+00:00\", \"2019-03-16 18:19:03.000000+00:00\", \"2023-02-21 07:42:18.000000+00:00\", \"2019-06-21 08:51:53.000000+00:00\", \"2020-09-17 09:28:29.000000+00:00\", \"2022-09-14 01:39:38.000000+00:00\", \"2021-10-25 09:35:02.000000+00:00\"], \"session_ids\": [\"b9ce4bfd-be8f-442c-b290-5bb9246be7c8\", \"5cad16bd-17a2-48d6-851c-d2d3f9f95aaf\", \"245eb06e-cf6a-44b0-af99-0dd55a05496c\", \"daee796c-0a88-466d-9072-f54407b8b1a8\", \"fdf7cb8f-8ed2-4cf8-8945-89ec5235839f\", \"6048c8b9-b16c-4a36-8656-3b3dfebe048e\", \"4d68c022-d429-40db-afcd-85640abebdef\", \"ce0b1fde-4fb9-483a-95a5-f66d711920bf\"], \"total_duration\": 3190.0, \"total_sessions\": 8, \"mean_week_duration\": 14.977}, \"82844\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-08 02:07:49.000000+00:00\", \"2019-12-19 07:25:38.000000+00:00\", \"2020-01-29 11:35:34.000000+00:00\", \"2021-03-11 10:03:38.000000+00:00\", \"2022-07-26 14:10:28.000000+00:00\"], \"session_ids\": [\"658282c5-25df-4918-82fa-5f67c32b8b59\", \"62f800b5-e526-4e8a-bad7-65f416b47bd0\", \"672991fe-dd8c-42b6-8bcf-5790fa57c37e\", \"1efefa3d-6bf4-4463-a836-4087f76c18b2\", \"08f5c66b-b098-4bd0-b261-c799750b0b0d\"], \"total_duration\": 723.0, \"total_sessions\": 5, \"mean_week_duration\": 5.316}}\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[{\"82844\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-08 02:07:49.000000+00:00\", \"2019-12-19 07:25:38.000000+00:00\", \"2020-01-29 11:35:34.000000+00:00\", \"2021-03-11 10:03:38.000000+00:00\", \"2022-07-26 14:10:28.000000+00:00\"], \"session_ids\": [\"658282c5-25df-4918-82fa-5f67c32b8b59\", \"62f800b5-e526-4e8a-bad7-65f416b47bd0\", \"672991fe-dd8c-42b6-8bcf-5790fa57c37e\", \"1efefa3d-6bf4-4463-a836-4087f76c18b2\", \"08f5c66b-b098-4bd0-b261-c799750b0b0d\"], \"total_duration\": 723.0, \"total_sessions\": 5, \"mean_week_duration\": 5.316}}, {\"94087\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-03-19 02:30:31.000000+00:00\", \"2023-04-14 02:01:46.000000+00:00\", \"2019-03-16 18:19:03.000000+00:00\", \"2023-02-21 07:42:18.000000+00:00\", \"2019-06-21 08:51:53.000000+00:00\", \"2020-09-17 09:28:29.000000+00:00\", \"2022-09-14 01:39:38.000000+00:00\", \"2021-10-25 09:35:02.000000+00:00\"], \"session_ids\": [\"b9ce4bfd-be8f-442c-b290-5bb9246be7c8\", \"5cad16bd-17a2-48d6-851c-d2d3f9f95aaf\", \"245eb06e-cf6a-44b0-af99-0dd55a05496c\", \"daee796c-0a88-466d-9072-f54407b8b1a8\", \"fdf7cb8f-8ed2-4cf8-8945-89ec5235839f\", \"6048c8b9-b16c-4a36-8656-3b3dfebe048e\", \"4d68c022-d429-40db-afcd-85640abebdef\", \"ce0b1fde-4fb9-483a-95a5-f66d711920bf\"], \"total_duration\": 3190.0, \"total_sessions\": 8, \"mean_week_duration\": 14.977}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82844\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-08 02:07:49.000000+00:00\", \"2019-12-19 07:25:38.000000+00:00\", \"2020-01-29 11:35:34.000000+00:00\", \"2021-03-11 10:03:38.000000+00:00\", \"2022-07-26 14:10:28.000000+00:00\"], \"session_ids\": [\"658282c5-25df-4918-82fa-5f67c32b8b59\", \"62f800b5-e526-4e8a-bad7-65f416b47bd0\", \"672991fe-dd8c-42b6-8bcf-5790fa57c37e\", \"1efefa3d-6bf4-4463-a836-4087f76c18b2\", \"08f5c66b-b098-4bd0-b261-c799750b0b0d\"], \"total_duration\": 723.0, \"total_sessions\": 5, \"mean_week_duration\": 5.316}}]\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[{\"82844\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-08 02:07:49.000000+00:00\", \"2019-12-19 07:25:38.000000+00:00\", \"2020-01-29 11:35:34.000000+00:00\", \"2021-03-11 10:03:38.000000+00:00\", \"2022-07-26 14:10:28.000000+00:00\"], \"session_ids\": [\"658282c5-25df-4918-82fa-5f67c32b8b59\", \"62f800b5-e526-4e8a-bad7-65f416b47bd0\", \"672991fe-dd8c-42b6-8bcf-5790fa57c37e\", \"1efefa3d-6bf4-4463-a836-4087f76c18b2\", \"08f5c66b-b098-4bd0-b261-c799750b0b0d\"], \"total_duration\": 723.0, \"total_sessions\": 5, \"mean_week_duration\": 5.316}}]\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 users with a mean_week_duration that is higher than 11, inclusive num 11 as well as carry out sorting by city title from the largest value to the smallest value."
}
] |
[
{
"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{\"43848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-12 14:17:09.000000+00:00\", \"2019-09-07 23:34:24.000000+00:00\", \"2022-03-06 03:11:58.000000+00:00\", \"2022-07-26 18:50:55.000000+00:00\", \"2022-09-17 17:25:27.000000+00:00\", \"2019-08-09 22:23:07.000000+00:00\", \"2023-02-02 22:19:17.000000+00:00\", \"2021-03-03 05:38:03.000000+00:00\", \"2019-04-19 23:22:07.000000+00:00\"], \"session_ids\": [\"b43a8a89-d668-46a2-9b24-83005fc73672\", \"6e53d4e0-d91a-47e5-b31d-ce0d66214df5\", \"c17fcbf3-3af5-4817-84a9-81530e8fe35a\", \"6e83ff22-0ed8-4924-9fe6-d443713e4676\", \"90fc9e5b-8934-4fbf-b21c-68e630e92174\", \"0806f632-81ad-4254-a138-192efe8061ee\", \"23e3031f-9d08-4c7d-a00f-a70b690e88c3\", \"f9c04685-4455-4cdb-bd84-2912420607ac\", \"768e9ae8-4b3b-4382-8932-dbfabefd191d\"], \"total_duration\": 9382.0, \"total_sessions\": 9, \"mean_week_duration\": 47.384}, \"69529\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-24 19:32:52.000000+00:00\", \"2020-12-18 10:05:40.000000+00:00\", \"2023-03-02 14:19:52.000000+00:00\"], \"session_ids\": [\"47515410-7fd3-4743-9ec5-b42926783b81\", \"61f1dfc1-85e4-4acd-b8b1-723f7e14739b\", \"77db295e-b866-4245-bb43-c433b769fd05\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.2}, \"30227\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-21 20:19:45.000000+00:00\", \"2019-03-22 18:41:34.000000+00:00\", \"2021-03-02 04:38:41.000000+00:00\", \"2022-08-16 06:01:00.000000+00:00\", \"2020-11-19 14:33:06.000000+00:00\", \"2021-08-13 17:21:23.000000+00:00\"], \"session_ids\": [\"d7d78eca-7d14-4c55-86f9-3c538ffbef37\", \"bf581b5b-a773-444e-8761-f3683f50d445\", \"a3f6666b-6ebe-4530-84bf-1c6f84a40da7\", \"33b6f039-51d1-4b58-ae1a-08c60a5e2a04\", \"8c800e0e-b6f8-4ba1-ae1a-21ddab377151\", \"de2afd7f-cda8-456a-bcc2-b32c9fc8c0aa\"], \"total_duration\": 1425.0, \"total_sessions\": 6, \"mean_week_duration\": 8.006}, \"63833\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-29 07:45:44.000000+00:00\", \"2020-05-02 20:39:31.000000+00:00\"], \"session_ids\": [\"059476a6-41ae-424b-ad88-ac38639acb96\", \"d1e9b194-ea28-4dd3-8295-8a7820488e11\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 4.155}, \"55346\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-01 08:07:26.000000+00:00\", \"2021-05-15 21:57:26.000000+00:00\"], \"session_ids\": [\"b1c66bdb-4650-4dd4-b6d3-fd1e70bf9e09\", \"738a18d8-9207-4a3f-a641-d55c8ae88388\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 4.686}, \"85903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-14 02:55:27.000000+00:00\", \"2020-06-05 20:54:26.000000+00:00\", \"2020-05-29 01:31:18.000000+00:00\"], \"session_ids\": [\"cfd7d005-58d8-48a7-8da3-b4a33be032f8\", \"eddc7dd7-c839-4c9b-bf0a-3ebfea746eda\", \"12e8e9fc-7fcc-405c-9cd9-516371b36e74\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.444}, \"32150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-04-16 08:08:50.000000+00:00\", \"2021-07-22 09:15:49.000000+00:00\"], \"session_ids\": [\"2b645a77-a092-47b6-bb16-27af99c1cea1\", \"50bb86dd-d786-4b34-930b-28fdedce9fc6\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 2.795}, \"3657\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-11-04 10:17:40.000000+00:00\", \"2019-03-19 22:25:58.000000+00:00\", \"2023-05-12 23:48:35.000000+00:00\", \"2020-06-02 08:41:36.000000+00:00\", \"2022-04-09 07:58:20.000000+00:00\"], \"session_ids\": [\"b6448ea2-fd2c-468d-a0c2-363b66be8257\", \"81385376-05d6-490c-8be5-0c597f6f355f\", \"3a463565-7994-497e-8ff2-29c39a9ebfbf\", \"2ec65540-5fdc-43a7-9779-18edf94b2b00\", \"2a9e8dc6-2084-4b7f-8b6d-73dcb98203a4\"], \"total_duration\": 3224.0, \"total_sessions\": 5, \"mean_week_duration\": 14.857}, \"56134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-18 00:29:04.000000+00:00\", \"2022-07-06 07:04:21.000000+00:00\"], \"session_ids\": [\"aa5bec02-f40f-43bc-b804-d3923e9c0818\", \"3f3a5e6d-77d8-4779-9458-0787a1037bca\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}, \"90586\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-04 18:04:42.000000+00:00\", \"2021-11-11 09:19:50.000000+00:00\"], \"session_ids\": [\"9e3ad5b7-5ef1-480d-a8cc-de60b252c930\", \"8c0b56c8-768b-4a56-845c-07f9b8ad57bb\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.419}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 11"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 44]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-12 14:17:09.000000+00:00\", \"2019-09-07 23:34:24.000000+00:00\", \"2022-03-06 03:11:58.000000+00:00\", \"2022-07-26 18:50:55.000000+00:00\", \"2022-09-17 17:25:27.000000+00:00\", \"2019-08-09 22:23:07.000000+00:00\", \"2023-02-02 22:19:17.000000+00:00\", \"2021-03-03 05:38:03.000000+00:00\", \"2019-04-19 23:22:07.000000+00:00\"], \"session_ids\": [\"b43a8a89-d668-46a2-9b24-83005fc73672\", \"6e53d4e0-d91a-47e5-b31d-ce0d66214df5\", \"c17fcbf3-3af5-4817-84a9-81530e8fe35a\", \"6e83ff22-0ed8-4924-9fe6-d443713e4676\", \"90fc9e5b-8934-4fbf-b21c-68e630e92174\", \"0806f632-81ad-4254-a138-192efe8061ee\", \"23e3031f-9d08-4c7d-a00f-a70b690e88c3\", \"f9c04685-4455-4cdb-bd84-2912420607ac\", \"768e9ae8-4b3b-4382-8932-dbfabefd191d\"], \"total_duration\": 9382.0, \"total_sessions\": 9, \"mean_week_duration\": 47.384}, \"3657\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-11-04 10:17:40.000000+00:00\", \"2019-03-19 22:25:58.000000+00:00\", \"2023-05-12 23:48:35.000000+00:00\", \"2020-06-02 08:41:36.000000+00:00\", \"2022-04-09 07:58:20.000000+00:00\"], \"session_ids\": [\"b6448ea2-fd2c-468d-a0c2-363b66be8257\", \"81385376-05d6-490c-8be5-0c597f6f355f\", \"3a463565-7994-497e-8ff2-29c39a9ebfbf\", \"2ec65540-5fdc-43a7-9779-18edf94b2b00\", \"2a9e8dc6-2084-4b7f-8b6d-73dcb98203a4\"], \"total_duration\": 3224.0, \"total_sessions\": 5, \"mean_week_duration\": 14.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3657\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-11-04 10:17:40.000000+00:00\", \"2019-03-19 22:25:58.000000+00:00\", \"2023-05-12 23:48:35.000000+00:00\", \"2020-06-02 08:41:36.000000+00:00\", \"2022-04-09 07:58:20.000000+00:00\"], \"session_ids\": [\"b6448ea2-fd2c-468d-a0c2-363b66be8257\", \"81385376-05d6-490c-8be5-0c597f6f355f\", \"3a463565-7994-497e-8ff2-29c39a9ebfbf\", \"2ec65540-5fdc-43a7-9779-18edf94b2b00\", \"2a9e8dc6-2084-4b7f-8b6d-73dcb98203a4\"], \"total_duration\": 3224.0, \"total_sessions\": 5, \"mean_week_duration\": 14.857}}, {\"43848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-12 14:17:09.000000+00:00\", \"2019-09-07 23:34:24.000000+00:00\", \"2022-03-06 03:11:58.000000+00:00\", \"2022-07-26 18:50:55.000000+00:00\", \"2022-09-17 17:25:27.000000+00:00\", \"2019-08-09 22:23:07.000000+00:00\", \"2023-02-02 22:19:17.000000+00:00\", \"2021-03-03 05:38:03.000000+00:00\", \"2019-04-19 23:22:07.000000+00:00\"], \"session_ids\": [\"b43a8a89-d668-46a2-9b24-83005fc73672\", \"6e53d4e0-d91a-47e5-b31d-ce0d66214df5\", \"c17fcbf3-3af5-4817-84a9-81530e8fe35a\", \"6e83ff22-0ed8-4924-9fe6-d443713e4676\", \"90fc9e5b-8934-4fbf-b21c-68e630e92174\", \"0806f632-81ad-4254-a138-192efe8061ee\", \"23e3031f-9d08-4c7d-a00f-a70b690e88c3\", \"f9c04685-4455-4cdb-bd84-2912420607ac\", \"768e9ae8-4b3b-4382-8932-dbfabefd191d\"], \"total_duration\": 9382.0, \"total_sessions\": 9, \"mean_week_duration\": 47.384}}]\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[{\"3657\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-11-04 10:17:40.000000+00:00\", \"2019-03-19 22:25:58.000000+00:00\", \"2023-05-12 23:48:35.000000+00:00\", \"2020-06-02 08:41:36.000000+00:00\", \"2022-04-09 07:58:20.000000+00:00\"], \"session_ids\": [\"b6448ea2-fd2c-468d-a0c2-363b66be8257\", \"81385376-05d6-490c-8be5-0c597f6f355f\", \"3a463565-7994-497e-8ff2-29c39a9ebfbf\", \"2ec65540-5fdc-43a7-9779-18edf94b2b00\", \"2a9e8dc6-2084-4b7f-8b6d-73dcb98203a4\"], \"total_duration\": 3224.0, \"total_sessions\": 5, \"mean_week_duration\": 14.857}}, {\"43848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-12 14:17:09.000000+00:00\", \"2019-09-07 23:34:24.000000+00:00\", \"2022-03-06 03:11:58.000000+00:00\", \"2022-07-26 18:50:55.000000+00:00\", \"2022-09-17 17:25:27.000000+00:00\", \"2019-08-09 22:23:07.000000+00:00\", \"2023-02-02 22:19:17.000000+00:00\", \"2021-03-03 05:38:03.000000+00:00\", \"2019-04-19 23:22:07.000000+00:00\"], \"session_ids\": [\"b43a8a89-d668-46a2-9b24-83005fc73672\", \"6e53d4e0-d91a-47e5-b31d-ce0d66214df5\", \"c17fcbf3-3af5-4817-84a9-81530e8fe35a\", \"6e83ff22-0ed8-4924-9fe6-d443713e4676\", \"90fc9e5b-8934-4fbf-b21c-68e630e92174\", \"0806f632-81ad-4254-a138-192efe8061ee\", \"23e3031f-9d08-4c7d-a00f-a70b690e88c3\", \"f9c04685-4455-4cdb-bd84-2912420607ac\", \"768e9ae8-4b3b-4382-8932-dbfabefd191d\"], \"total_duration\": 9382.0, \"total_sessions\": 9, \"mean_week_duration\": 47.384}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 6 users I can find living in cities Toronto, Mumbai, New York City, Tegucigalpa, Havana, Cape Town, Ho Chi Minh City, Stockholm as well as put to use sorting by overall quantity of sessions in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71224\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-02-05 03:19:24.000000+00:00\", \"2020-07-18 22:26:08.000000+00:00\"], \"session_ids\": [\"3ac5ffa3-9c0a-49e1-974c-d3c9cabec06c\", \"20e6a7a9-44e8-4d70-81ef-475ec93a92bf\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 3.58}, \"94587\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-27 11:46:07.000000+00:00\", \"2022-11-08 12:12:00.000000+00:00\"], \"session_ids\": [\"73bc4669-c86d-4f78-bd22-7014d74afadf\", \"68cb7d46-d78b-4cf9-81f3-288876f26eae\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 11.276}, \"40170\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-24 04:27:59.000000+00:00\", \"2020-01-01 20:14:55.000000+00:00\"], \"session_ids\": [\"00c98052-104e-423e-b3db-de4d0a9a2286\", \"9a8c2810-2e33-4811-aa96-23cac98b4ed0\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 4.488}, \"83762\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-02 23:08:03.000000+00:00\", \"2019-11-22 09:09:54.000000+00:00\", \"2020-11-09 21:35:16.000000+00:00\", \"2022-03-31 02:56:28.000000+00:00\", \"2020-03-20 04:40:57.000000+00:00\", \"2021-10-12 01:25:05.000000+00:00\"], \"session_ids\": [\"2258e004-ae9b-4b7f-baad-3fb2970d1a46\", \"5fdefcf4-2452-4fdb-8842-3fdbf5b3aa78\", \"345e7b76-a8b7-4d7b-82f0-8b9358243c63\", \"cb718d18-f87a-4645-8646-fcbf1ac2dcab\", \"85d3b80f-9f98-42ef-9339-b57560c479d7\", \"3cdaaac0-13dc-4a4b-b294-32013e7311e7\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.553}, \"66189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-09 23:09:10.000000+00:00\", \"2022-09-25 14:56:39.000000+00:00\", \"2020-12-31 19:35:03.000000+00:00\"], \"session_ids\": [\"28950687-d456-49f9-aa95-fb5d3fc6fa06\", \"e685c9e6-b3b1-4e5c-969a-12156a450632\", \"be30dccc-5a85-4f7f-8105-371e9ce34056\"], \"total_duration\": 342.0, \"total_sessions\": 3, \"mean_week_duration\": 3.758}, \"48668\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-28 13:01:09.000000+00:00\", \"2019-01-07 11:20:51.000000+00:00\", \"2020-12-26 01:32:23.000000+00:00\", \"2023-04-06 12:31:54.000000+00:00\", \"2021-12-23 02:54:01.000000+00:00\", \"2022-01-23 15:01:09.000000+00:00\", \"2020-06-16 21:26:32.000000+00:00\"], \"session_ids\": [\"90a3a71a-7a39-458d-9abd-e98d44521792\", \"06e6cbd9-0a0e-4421-b387-073b159efbbd\", \"96cbd40d-ec1a-4aaa-bfe6-9605ff6bf70c\", \"a5bdc56c-6f47-4ee2-85dd-c07f28784405\", \"446cf841-5cb1-4cea-bc39-f7ea5e19de1a\", \"7a507508-a930-4fa2-8f93-b0a56efe8d4d\", \"8e57f570-a6f9-4a62-b446-56a8ce1be696\"], \"total_duration\": 3039.0, \"total_sessions\": 7, \"mean_week_duration\": 13.689}, \"35013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-25 05:22:29.000000+00:00\", \"2019-11-10 13:19:23.000000+00:00\"], \"session_ids\": [\"492c8514-c159-490d-987a-a9433cfeac31\", \"88a6c81d-4ec3-44c4-8673-2b7138cc38de\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 1.745}, \"96790\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-08 23:16:45.000000+00:00\", \"2019-12-12 13:09:45.000000+00:00\", \"2022-06-24 13:40:29.000000+00:00\", \"2021-06-07 04:54:53.000000+00:00\", \"2023-04-03 12:25:08.000000+00:00\"], \"session_ids\": [\"52b52b2c-8f54-4e38-bcb0-87ae9ff6f714\", \"40d2c555-3c84-4386-ab79-8053d367f883\", \"cc068383-3b7f-4c37-8b4a-abbabce33556\", \"2b919e96-4f64-4b61-a373-1bb818152e8e\", \"9e063f2d-2011-4834-898d-475960d81449\"], \"total_duration\": 1077.0, \"total_sessions\": 5, \"mean_week_duration\": 4.873}, \"18105\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-12 10:14:25.000000+00:00\", \"2021-06-18 10:13:00.000000+00:00\", \"2019-05-21 14:17:02.000000+00:00\"], \"session_ids\": [\"0dd75776-7060-4e54-be70-44438fd67119\", \"195812fe-4ae8-47c8-af52-d8c2731e58cb\", \"4243c274-9357-42cb-a35b-af099d249a12\"], \"total_duration\": 295.0, \"total_sessions\": 3, \"mean_week_duration\": 2.706}, \"18983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-07-19 17:24:11.000000+00:00\", \"2022-07-26 15:52:04.000000+00:00\", \"2019-06-17 18:53:53.000000+00:00\", \"2020-04-07 19:46:07.000000+00:00\", \"2023-06-02 22:41:01.000000+00:00\", \"2020-04-17 23:21:30.000000+00:00\", \"2020-03-26 17:04:57.000000+00:00\", \"2022-12-28 06:41:39.000000+00:00\", \"2021-08-30 21:36:21.000000+00:00\", \"2021-09-30 16:23:17.000000+00:00\"], \"session_ids\": [\"fe9f936d-8143-4ed6-b7e8-570902072cb6\", \"1a69c1d3-e57e-4ce1-bedb-772cb63c54a4\", \"e8a702ae-cf56-4684-a419-e475fa716150\", \"7a07e228-5eac-4968-a7b7-9680ad233bca\", \"209e63c2-8d0d-4034-a66c-51644b2dca54\", \"95a47de6-621d-488e-ab46-fb75962e8e7a\", \"a4447f10-2b5a-40a9-93da-20dbcf88de6c\", \"74691077-b1b0-4a67-978b-b3abd01d149f\", \"52b398c7-2232-43df-97b0-4ddf15c766f5\", \"fef5e27e-ef53-4999-b393-a18125e55960\"], \"total_duration\": 19635.0, \"total_sessions\": 10, \"mean_week_duration\": 94.855}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Toronto, Mumbai, New York City, Tegucigalpa, Havana, Cape Town, Ho Chi Minh City, Stockholm"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\", \"Mumbai\", \"New York City\", \"Tegucigalpa\", \"Havana\", \"Cape Town\", \"Ho Chi Minh City\", \"Stockholm\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83762\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-02 23:08:03.000000+00:00\", \"2019-11-22 09:09:54.000000+00:00\", \"2020-11-09 21:35:16.000000+00:00\", \"2022-03-31 02:56:28.000000+00:00\", \"2020-03-20 04:40:57.000000+00:00\", \"2021-10-12 01:25:05.000000+00:00\"], \"session_ids\": [\"2258e004-ae9b-4b7f-baad-3fb2970d1a46\", \"5fdefcf4-2452-4fdb-8842-3fdbf5b3aa78\", \"345e7b76-a8b7-4d7b-82f0-8b9358243c63\", \"cb718d18-f87a-4645-8646-fcbf1ac2dcab\", \"85d3b80f-9f98-42ef-9339-b57560c479d7\", \"3cdaaac0-13dc-4a4b-b294-32013e7311e7\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.553}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83762\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-02 23:08:03.000000+00:00\", \"2019-11-22 09:09:54.000000+00:00\", \"2020-11-09 21:35:16.000000+00:00\", \"2022-03-31 02:56:28.000000+00:00\", \"2020-03-20 04:40:57.000000+00:00\", \"2021-10-12 01:25:05.000000+00:00\"], \"session_ids\": [\"2258e004-ae9b-4b7f-baad-3fb2970d1a46\", \"5fdefcf4-2452-4fdb-8842-3fdbf5b3aa78\", \"345e7b76-a8b7-4d7b-82f0-8b9358243c63\", \"cb718d18-f87a-4645-8646-fcbf1ac2dcab\", \"85d3b80f-9f98-42ef-9339-b57560c479d7\", \"3cdaaac0-13dc-4a4b-b294-32013e7311e7\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.553}}]\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[{\"83762\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-02 23:08:03.000000+00:00\", \"2019-11-22 09:09:54.000000+00:00\", \"2020-11-09 21:35:16.000000+00:00\", \"2022-03-31 02:56:28.000000+00:00\", \"2020-03-20 04:40:57.000000+00:00\", \"2021-10-12 01:25:05.000000+00:00\"], \"session_ids\": [\"2258e004-ae9b-4b7f-baad-3fb2970d1a46\", \"5fdefcf4-2452-4fdb-8842-3fdbf5b3aa78\", \"345e7b76-a8b7-4d7b-82f0-8b9358243c63\", \"cb718d18-f87a-4645-8646-fcbf1ac2dcab\", \"85d3b80f-9f98-42ef-9339-b57560c479d7\", \"3cdaaac0-13dc-4a4b-b294-32013e7311e7\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.553}}]\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[{\"83762\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-02 23:08:03.000000+00:00\", \"2019-11-22 09:09:54.000000+00:00\", \"2020-11-09 21:35:16.000000+00:00\", \"2022-03-31 02:56:28.000000+00:00\", \"2020-03-20 04:40:57.000000+00:00\", \"2021-10-12 01:25:05.000000+00:00\"], \"session_ids\": [\"2258e004-ae9b-4b7f-baad-3fb2970d1a46\", \"5fdefcf4-2452-4fdb-8842-3fdbf5b3aa78\", \"345e7b76-a8b7-4d7b-82f0-8b9358243c63\", \"cb718d18-f87a-4645-8646-fcbf1ac2dcab\", \"85d3b80f-9f98-42ef-9339-b57560c479d7\", \"3cdaaac0-13dc-4a4b-b294-32013e7311e7\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.553}}]\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 users whose sum of sessions is strictly less than 8 and greater than 5 , moreover put to use sorting by sessions total in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6806\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-12 01:13:52.000000+00:00\", \"2020-09-06 05:12:30.000000+00:00\"], \"session_ids\": [\"df53c224-219e-4806-8c79-941605ea1c11\", \"a6442bb9-4103-4578-8cf7-7650f7815693\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.15}, \"53711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-18 04:21:57.000000+00:00\", \"2022-09-13 22:28:54.000000+00:00\"], \"session_ids\": [\"c8048740-4460-48ff-a89e-afb956108157\", \"35179739-7b0a-4eb9-a6c2-cffa6a300065\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 2.692}, \"42048\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-08 03:36:43.000000+00:00\", \"2020-12-03 10:04:31.000000+00:00\", \"2019-01-30 12:49:59.000000+00:00\", \"2022-08-26 21:32:27.000000+00:00\"], \"session_ids\": [\"20abfa96-b460-4918-a3ea-7ff63b39f779\", \"2d154761-efcb-401e-a30c-f35378add0b6\", \"e110664c-a7d6-46f3-9b8a-85adade26896\", \"9a3f48db-98be-4967-be8a-80047488dd9b\"], \"total_duration\": 29.0, \"total_sessions\": 4, \"mean_week_duration\": 0.155}, \"53416\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-08 15:21:30.000000+00:00\", \"2021-08-01 15:28:47.000000+00:00\", \"2022-08-02 06:05:08.000000+00:00\", \"2019-06-24 08:46:10.000000+00:00\", \"2020-10-30 21:25:26.000000+00:00\", \"2021-06-20 08:23:19.000000+00:00\"], \"session_ids\": [\"81abcbb1-b07a-402b-83f7-5919f759ed97\", \"fde2b65b-ddcc-4e0b-87f0-4b8eb87f2649\", \"0e38fc04-e6be-4d83-b884-56e009f6a302\", \"d70e05c4-b70f-43c3-8538-73ed261e9abb\", \"96c69ec1-11f1-4364-9272-a39f2553c6b4\", \"f78c1105-dc3b-4fc6-b1ea-d25f09b764fc\"], \"total_duration\": 823.0, \"total_sessions\": 6, \"mean_week_duration\": 4.624}, \"71141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-10-19 10:08:30.000000+00:00\", \"2020-11-29 12:21:38.000000+00:00\", \"2020-08-20 09:03:25.000000+00:00\"], \"session_ids\": [\"4051f133-df2f-46e1-9356-a0c7b7d0da3b\", \"ed88943b-5a35-42d0-89ae-60500c5494a7\", \"b84f44d2-fa98-409f-af7b-a1bbcfe52ed5\"], \"total_duration\": 461.0, \"total_sessions\": 3, \"mean_week_duration\": 4.08}, \"38702\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-25 22:38:46.000000+00:00\", \"2019-12-05 21:56:32.000000+00:00\", \"2019-01-30 22:29:21.000000+00:00\"], \"session_ids\": [\"52003a45-037d-41c0-aefd-c32de3fc356f\", \"62221631-2a4c-46f9-884d-e75e0f8c202b\", \"5a46173a-3e37-45e2-bbbc-17a7bb5af4d1\"], \"total_duration\": 269.0, \"total_sessions\": 3, \"mean_week_duration\": 1.63}, \"71806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-05-28 10:04:37.000000+00:00\", \"2021-09-01 19:33:51.000000+00:00\", \"2020-01-10 09:21:56.000000+00:00\", \"2019-07-12 08:28:31.000000+00:00\", \"2022-09-30 02:55:41.000000+00:00\", \"2020-10-07 15:38:20.000000+00:00\", \"2022-07-19 20:56:53.000000+00:00\", \"2022-05-15 02:40:43.000000+00:00\", \"2019-08-23 18:01:57.000000+00:00\", \"2019-05-06 15:51:56.000000+00:00\", \"2023-05-20 02:59:40.000000+00:00\"], \"session_ids\": [\"13b6bf32-e9a8-4fb3-b746-eea5d00076f6\", \"a4f5b492-49bd-47df-bc60-7c2605d028c3\", \"39a55125-8149-4138-b3dc-19eb4e8ff288\", \"c9fc64a7-1cea-4daf-87da-332eb642322a\", \"05d1bf1a-81e2-411f-a693-8e3855f9b38f\", \"37df4229-be79-4326-ae35-34b1ab4d7a6d\", \"511633b4-ef09-47c3-9db8-b57e2d2d2feb\", \"1cf466b3-21d0-4a2d-96d5-fd21cc2880fb\", \"53f6181c-4032-419a-8f58-fff7c3fe68e6\", \"461f3014-c4bd-4b1e-976c-befa1e5d3034\", \"40789636-e600-4b84-8c92-0fe319f23e7a\"], \"total_duration\": 46909.0, \"total_sessions\": 11, \"mean_week_duration\": 222.318}, \"42479\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-12-10 00:00:44.000000+00:00\", \"2021-10-28 14:49:48.000000+00:00\", \"2023-02-08 08:38:40.000000+00:00\", \"2019-01-27 11:29:48.000000+00:00\"], \"session_ids\": [\"e0df4dbc-8e93-4324-804d-b73885787ce5\", \"8b50bd47-8890-4582-9d62-7a2d3fe7fc57\", \"7f964d1a-c92c-4f4b-a45d-125b693c79d9\", \"029ea20c-d3b7-43cf-902c-c65177ecd929\"], \"total_duration\": 579.0, \"total_sessions\": 4, \"mean_week_duration\": 2.744}, \"87064\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-12 10:57:34.000000+00:00\", \"2020-03-12 04:43:45.000000+00:00\", \"2021-07-31 10:27:12.000000+00:00\"], \"session_ids\": [\"536de40a-d6f6-4c6f-b2a6-614570cc3d4c\", \"f54cf2ee-71e6-4316-be8d-7bd8ba3658e3\", \"a59bedc5-b1de-414b-b6f8-a65a3b1c6c6d\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 0.378}, \"97979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-07 19:40:35.000000+00:00\", \"2019-10-17 04:31:02.000000+00:00\", \"2020-08-27 19:36:00.000000+00:00\", \"2019-03-14 13:49:58.000000+00:00\", \"2020-06-15 21:05:21.000000+00:00\"], \"session_ids\": [\"9e928f89-45c3-4e9e-8916-8abc2301940e\", \"a0674e91-0868-41ea-9c9f-2950db6b6fab\", \"438b0a5e-ee12-4551-9c8a-123c63ecbc0f\", \"613e8dcf-26ef-4bc9-83e8-20a6b7faaf68\", \"d16a3759-c470-4541-822a-be87246240a1\"], \"total_duration\": 1488.0, \"total_sessions\": 5, \"mean_week_duration\": 16.352}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or greater than 5 and are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53416\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-08 15:21:30.000000+00:00\", \"2021-08-01 15:28:47.000000+00:00\", \"2022-08-02 06:05:08.000000+00:00\", \"2019-06-24 08:46:10.000000+00:00\", \"2020-10-30 21:25:26.000000+00:00\", \"2021-06-20 08:23:19.000000+00:00\"], \"session_ids\": [\"81abcbb1-b07a-402b-83f7-5919f759ed97\", \"fde2b65b-ddcc-4e0b-87f0-4b8eb87f2649\", \"0e38fc04-e6be-4d83-b884-56e009f6a302\", \"d70e05c4-b70f-43c3-8538-73ed261e9abb\", \"96c69ec1-11f1-4364-9272-a39f2553c6b4\", \"f78c1105-dc3b-4fc6-b1ea-d25f09b764fc\"], \"total_duration\": 823.0, \"total_sessions\": 6, \"mean_week_duration\": 4.624}, \"97979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-07 19:40:35.000000+00:00\", \"2019-10-17 04:31:02.000000+00:00\", \"2020-08-27 19:36:00.000000+00:00\", \"2019-03-14 13:49:58.000000+00:00\", \"2020-06-15 21:05:21.000000+00:00\"], \"session_ids\": [\"9e928f89-45c3-4e9e-8916-8abc2301940e\", \"a0674e91-0868-41ea-9c9f-2950db6b6fab\", \"438b0a5e-ee12-4551-9c8a-123c63ecbc0f\", \"613e8dcf-26ef-4bc9-83e8-20a6b7faaf68\", \"d16a3759-c470-4541-822a-be87246240a1\"], \"total_duration\": 1488.0, \"total_sessions\": 5, \"mean_week_duration\": 16.352}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53416\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-08 15:21:30.000000+00:00\", \"2021-08-01 15:28:47.000000+00:00\", \"2022-08-02 06:05:08.000000+00:00\", \"2019-06-24 08:46:10.000000+00:00\", \"2020-10-30 21:25:26.000000+00:00\", \"2021-06-20 08:23:19.000000+00:00\"], \"session_ids\": [\"81abcbb1-b07a-402b-83f7-5919f759ed97\", \"fde2b65b-ddcc-4e0b-87f0-4b8eb87f2649\", \"0e38fc04-e6be-4d83-b884-56e009f6a302\", \"d70e05c4-b70f-43c3-8538-73ed261e9abb\", \"96c69ec1-11f1-4364-9272-a39f2553c6b4\", \"f78c1105-dc3b-4fc6-b1ea-d25f09b764fc\"], \"total_duration\": 823.0, \"total_sessions\": 6, \"mean_week_duration\": 4.624}}, {\"97979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-07 19:40:35.000000+00:00\", \"2019-10-17 04:31:02.000000+00:00\", \"2020-08-27 19:36:00.000000+00:00\", \"2019-03-14 13:49:58.000000+00:00\", \"2020-06-15 21:05:21.000000+00:00\"], \"session_ids\": [\"9e928f89-45c3-4e9e-8916-8abc2301940e\", \"a0674e91-0868-41ea-9c9f-2950db6b6fab\", \"438b0a5e-ee12-4551-9c8a-123c63ecbc0f\", \"613e8dcf-26ef-4bc9-83e8-20a6b7faaf68\", \"d16a3759-c470-4541-822a-be87246240a1\"], \"total_duration\": 1488.0, \"total_sessions\": 5, \"mean_week_duration\": 16.352}}]\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[{\"53416\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-08 15:21:30.000000+00:00\", \"2021-08-01 15:28:47.000000+00:00\", \"2022-08-02 06:05:08.000000+00:00\", \"2019-06-24 08:46:10.000000+00:00\", \"2020-10-30 21:25:26.000000+00:00\", \"2021-06-20 08:23:19.000000+00:00\"], \"session_ids\": [\"81abcbb1-b07a-402b-83f7-5919f759ed97\", \"fde2b65b-ddcc-4e0b-87f0-4b8eb87f2649\", \"0e38fc04-e6be-4d83-b884-56e009f6a302\", \"d70e05c4-b70f-43c3-8538-73ed261e9abb\", \"96c69ec1-11f1-4364-9272-a39f2553c6b4\", \"f78c1105-dc3b-4fc6-b1ea-d25f09b764fc\"], \"total_duration\": 823.0, \"total_sessions\": 6, \"mean_week_duration\": 4.624}}, {\"97979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-07 19:40:35.000000+00:00\", \"2019-10-17 04:31:02.000000+00:00\", \"2020-08-27 19:36:00.000000+00:00\", \"2019-03-14 13:49:58.000000+00:00\", \"2020-06-15 21:05:21.000000+00:00\"], \"session_ids\": [\"9e928f89-45c3-4e9e-8916-8abc2301940e\", \"a0674e91-0868-41ea-9c9f-2950db6b6fab\", \"438b0a5e-ee12-4551-9c8a-123c63ecbc0f\", \"613e8dcf-26ef-4bc9-83e8-20a6b7faaf68\", \"d16a3759-c470-4541-822a-be87246240a1\"], \"total_duration\": 1488.0, \"total_sessions\": 5, \"mean_week_duration\": 16.352}}]\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 users who have the smallest value of total sessions , put to use sorting by mean week duration in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88124\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-08 15:26:18.000000+00:00\", \"2021-02-16 08:00:29.000000+00:00\"], \"session_ids\": [\"4ac77687-33cb-44f5-9bca-6b5e1e5901ad\", \"9fe6fcec-adc1-40f7-909f-0e6f0e5f3cde\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 67.0}, \"6560\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-10-02 22:47:43.000000+00:00\", \"2020-11-16 21:05:40.000000+00:00\", \"2019-01-14 14:20:17.000000+00:00\", \"2019-03-24 23:06:15.000000+00:00\", \"2020-08-22 05:36:06.000000+00:00\", \"2022-11-07 23:08:40.000000+00:00\", \"2023-03-27 23:41:10.000000+00:00\", \"2023-01-16 18:19:43.000000+00:00\", \"2021-03-02 07:29:26.000000+00:00\"], \"session_ids\": [\"f6fad8f4-6475-4bf5-a1b1-7f1951769bc7\", \"c602fe96-199f-4d1e-804c-88951157105d\", \"33ce7508-9b5c-4748-96ad-54b3242342de\", \"25960bc1-a0f5-40e6-a4f9-4242fae948b6\", \"30f73433-883f-4911-b709-8b1a54e30d99\", \"d88519e6-fda4-43e2-b3a0-ce52eaaa5c4e\", \"e6185a10-8ab6-4c6f-bb4c-4031efb03e23\", \"0708f344-9656-4c9a-a3d5-11e4ed514ba7\", \"6db1e0df-8bf2-49de-83bb-4256ff51d1ab\"], \"total_duration\": 1635.0, \"total_sessions\": 9, \"mean_week_duration\": 7.466}, \"76462\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-07 18:23:04.000000+00:00\", \"2020-08-26 19:28:17.000000+00:00\"], \"session_ids\": [\"0a27204a-020d-42e2-824a-cde5d151e384\", \"6e80b9a1-ee15-4ca3-9b8d-e86b95ae547d\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.512}, \"5107\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-15 09:28:57.000000+00:00\", \"2019-02-06 11:29:43.000000+00:00\"], \"session_ids\": [\"0f0d27d7-7f67-434f-bdd6-711fa525f102\", \"e565489b-0f7c-4327-8dcf-4174ec38f697\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.192}, \"72503\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-23 16:38:35.000000+00:00\", \"2019-05-02 17:38:46.000000+00:00\", \"2022-07-07 16:45:44.000000+00:00\", \"2022-06-05 18:58:08.000000+00:00\", \"2022-12-18 20:16:36.000000+00:00\", \"2021-05-04 05:39:40.000000+00:00\", \"2020-10-07 21:24:22.000000+00:00\", \"2020-06-16 07:10:21.000000+00:00\"], \"session_ids\": [\"598eb37d-baaf-476d-b5d2-df040630c7d7\", \"2e261056-97c9-409c-81c4-d7eaf56606dc\", \"1e0477b6-948a-4007-9641-0972e7841d97\", \"81e40c00-7750-47a2-961a-4f3fbbdd3758\", \"eb9de1a0-efab-4cf4-bab8-067e9632da4a\", \"13a74a37-730b-45ec-9389-0dc0bd551a42\", \"e2148c69-c7dd-4fee-a7e6-c2c34c9c75c6\", \"8ace17da-b36a-41fe-a6ed-b9b3749cf14f\"], \"total_duration\": 2989.0, \"total_sessions\": 8, \"mean_week_duration\": 14.652}, \"17437\": {\"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\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-11-04 07:26:11.000000+00:00\", \"2020-05-22 10:54:12.000000+00:00\"], \"session_ids\": [\"3318650f-1b58-4a8f-b179-68abceead57a\", \"0b25ee9a-4b94-46a2-9e71-c1997e187da5\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 15.897}, \"8966\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-18 05:52:09.000000+00:00\", \"2019-01-06 22:34:52.000000+00:00\", \"2019-03-30 11:53:25.000000+00:00\", \"2019-05-26 04:36:00.000000+00:00\"], \"session_ids\": [\"e294415b-6059-4522-b0dc-7c8039825cc9\", \"b49d1975-c9da-4d1a-ae98-a42f217b4ccc\", \"ae37663e-2491-40bd-85f4-e58a9e936afd\", \"dda69bd9-9312-4b74-be28-cb3c810fe93e\"], \"total_duration\": 157.0, \"total_sessions\": 4, \"mean_week_duration\": 1.083}, \"13653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-11-28 02:35:38.000000+00:00\", \"2019-07-11 16:35:15.000000+00:00\"], \"session_ids\": [\"4fcb6e97-a2b4-4999-8600-6395eec66996\", \"02a4ba55-41a4-42f9-818a-e081a6c44b9a\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.552}, \"4415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-30 15:19:53.000000+00:00\", \"2019-12-16 15:22:36.000000+00:00\", \"2020-05-31 10:49:53.000000+00:00\"], \"session_ids\": [\"48eca88d-5765-4d03-b492-2a34b088efed\", \"5dcf5c24-86a1-4c32-a2b7-21571c96a2f2\", \"a223b2fa-2edb-42b7-8289-b1648f8a27cf\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 1.75}, \"96222\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-01-18 02:59:25.000000+00:00\", \"2022-06-09 20:50:00.000000+00:00\"], \"session_ids\": [\"354b8da8-d7d8-47c0-bfcd-de0716a77867\", \"b9b46af6-4a35-4ddd-a488-36354f95a26e\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.816}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88124\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-08 15:26:18.000000+00:00\", \"2021-02-16 08:00:29.000000+00:00\"], \"session_ids\": [\"4ac77687-33cb-44f5-9bca-6b5e1e5901ad\", \"9fe6fcec-adc1-40f7-909f-0e6f0e5f3cde\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 67.0}}, {\"76462\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-07 18:23:04.000000+00:00\", \"2020-08-26 19:28:17.000000+00:00\"], \"session_ids\": [\"0a27204a-020d-42e2-824a-cde5d151e384\", \"6e80b9a1-ee15-4ca3-9b8d-e86b95ae547d\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.512}}, {\"5107\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-15 09:28:57.000000+00:00\", \"2019-02-06 11:29:43.000000+00:00\"], \"session_ids\": [\"0f0d27d7-7f67-434f-bdd6-711fa525f102\", \"e565489b-0f7c-4327-8dcf-4174ec38f697\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.192}}]\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[{\"88124\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-08 15:26:18.000000+00:00\", \"2021-02-16 08:00:29.000000+00:00\"], \"session_ids\": [\"4ac77687-33cb-44f5-9bca-6b5e1e5901ad\", \"9fe6fcec-adc1-40f7-909f-0e6f0e5f3cde\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 67.0}}, {\"5107\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-15 09:28:57.000000+00:00\", \"2019-02-06 11:29:43.000000+00:00\"], \"session_ids\": [\"0f0d27d7-7f67-434f-bdd6-711fa525f102\", \"e565489b-0f7c-4327-8dcf-4174ec38f697\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.192}}, {\"76462\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-07 18:23:04.000000+00:00\", \"2020-08-26 19:28:17.000000+00:00\"], \"session_ids\": [\"0a27204a-020d-42e2-824a-cde5d151e384\", \"6e80b9a1-ee15-4ca3-9b8d-e86b95ae547d\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.512}}]\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[{\"88124\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-08 15:26:18.000000+00:00\", \"2021-02-16 08:00:29.000000+00:00\"], \"session_ids\": [\"4ac77687-33cb-44f5-9bca-6b5e1e5901ad\", \"9fe6fcec-adc1-40f7-909f-0e6f0e5f3cde\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 67.0}}, {\"5107\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-15 09:28:57.000000+00:00\", \"2019-02-06 11:29:43.000000+00:00\"], \"session_ids\": [\"0f0d27d7-7f67-434f-bdd6-711fa525f102\", \"e565489b-0f7c-4327-8dcf-4174ec38f697\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.192}}, {\"76462\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-07 18:23:04.000000+00:00\", \"2020-08-26 19:28:17.000000+00:00\"], \"session_ids\": [\"0a27204a-020d-42e2-824a-cde5d151e384\", \"6e80b9a1-ee15-4ca3-9b8d-e86b95ae547d\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.512}}]\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 3 users whose total amount of duration is 1422 in addition carry out sorting by time using the app per week ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16297\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-06 10:08:02.000000+00:00\", \"2022-03-19 15:42:21.000000+00:00\"], \"session_ids\": [\"d4321784-f458-4925-af6b-1975514e209e\", \"8c11458e-4ed4-4956-a290-4d01ea4fd6a1\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 5.254}, \"86303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-05-21 18:07:18.000000+00:00\", \"2022-08-15 21:08:44.000000+00:00\"], \"session_ids\": [\"7ec6309f-680f-473a-9ae9-75cb29a87607\", \"afabe8cf-bc26-42f6-af06-d849746e85f9\"], \"total_duration\": 255.0, \"total_sessions\": 2, \"mean_week_duration\": 3.923}, \"92786\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-21 11:01:46.000000+00:00\", \"2019-05-04 05:02:32.000000+00:00\"], \"session_ids\": [\"e770bc0f-7ec0-4a16-ab22-5b36618f1646\", \"dc05ccfb-94f9-4534-8181-63e6a30f8011\"], \"total_duration\": 413.0, \"total_sessions\": 2, \"mean_week_duration\": 2.735}, \"31047\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-08-25 12:38:30.000000+00:00\", \"2020-05-26 00:42:55.000000+00:00\", \"2023-01-07 05:47:08.000000+00:00\", \"2023-03-27 08:05:28.000000+00:00\", \"2019-08-05 04:49:30.000000+00:00\", \"2020-08-20 05:47:28.000000+00:00\", \"2022-04-06 05:44:10.000000+00:00\", \"2020-08-18 16:48:01.000000+00:00\", \"2021-12-15 16:30:14.000000+00:00\"], \"session_ids\": [\"a4d78e7b-1d9d-4021-a8c4-5d235386b6d3\", \"d2bb2446-44fb-49d8-94bf-910e12ba0f52\", \"f040ba2b-b090-4247-9e6a-884b50917bb7\", \"c66fc439-b57f-4a56-82f3-5dd1ea9e73e5\", \"11d6975f-a923-4950-ada0-59c9fcf06286\", \"312cf810-9925-4b4a-bcdb-d1ec58c9152d\", \"49eb33c8-cf43-4e4f-b95b-6cb3e8b29763\", \"c2799120-176b-466c-a109-b8f73cf18a90\", \"4bc79a32-1ab6-4ee1-8282-4b8e6f91cd98\"], \"total_duration\": 1965.0, \"total_sessions\": 9, \"mean_week_duration\": 10.342}, \"73073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-11 01:26:20.000000+00:00\", \"2019-05-24 16:44:32.000000+00:00\"], \"session_ids\": [\"337c089f-7c5c-4ec5-b2da-77997bb9072b\", \"411f6b41-20ec-4e65-b565-44827facd775\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"60526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-25 06:49:34.000000+00:00\", \"2019-10-15 11:30:46.000000+00:00\"], \"session_ids\": [\"995f2a12-f2a7-4a3c-b3e2-a53121bd75c7\", \"5f27f45e-44b4-4568-a94c-4572e7c4abb2\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 16.0}, \"64951\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-02 21:27:03.000000+00:00\", \"2022-07-25 22:55:48.000000+00:00\"], \"session_ids\": [\"d2a54a01-a416-4ba6-8c10-cacb984f94b3\", \"60eeeff5-7aa0-4e34-a85f-7446ef0dea05\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.279}, \"22510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-03-29 06:40:56.000000+00:00\", \"2021-12-05 09:17:36.000000+00:00\"], \"session_ids\": [\"9dc807fc-bf3f-44ff-aaba-b7e5f1f186de\", \"13ed6d3a-3248-4c50-b91b-20e1efd46e28\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 6.176}, \"4948\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-02-26 12:42:57.000000+00:00\", \"2020-03-31 18:09:10.000000+00:00\", \"2021-03-28 21:55:52.000000+00:00\", \"2021-01-05 17:50:30.000000+00:00\", \"2019-08-05 10:37:44.000000+00:00\", \"2022-10-04 21:49:51.000000+00:00\", \"2019-10-11 16:31:33.000000+00:00\", \"2020-05-04 03:07:08.000000+00:00\", \"2019-09-07 16:07:42.000000+00:00\"], \"session_ids\": [\"13330dd2-85e6-464a-a589-95c4a05a0783\", \"88b238f4-e312-4330-b546-3fbe7dfdae50\", \"e532dcd2-7f5f-421e-9def-fc7530cdb6cf\", \"08fd09f1-d75f-449c-a4b4-157094617e3b\", \"ffa83410-2297-45d3-9393-11eea7b52d88\", \"3cf6a88f-b7c5-48cd-8e0d-922e8c86ec08\", \"5031af1f-79c6-45af-a697-b51648b4cad1\", \"2e06bc9b-e0ff-4663-9347-6828fb8a45c9\", \"8d63bd6c-bdaa-4e07-8c00-fba87de6859c\"], \"total_duration\": 10243.0, \"total_sessions\": 9, \"mean_week_duration\": 61.705}, \"97059\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-28 20:21:21.000000+00:00\", \"2022-11-17 05:51:54.000000+00:00\", \"2022-09-08 05:58:47.000000+00:00\"], \"session_ids\": [\"f7683fc0-d1e5-4bd6-8fa8-eb3d458d8c0c\", \"24922ee4-f3b4-4f2c-a477-f5d4535a064b\", \"9938b197-a816-4342-a6db-27d5e5cf1758\"], \"total_duration\": 381.0, \"total_sessions\": 3, \"mean_week_duration\": 10.026}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are 1422"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1422, 4424]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about users who aren't folks of cities Guatemala City, Madrid, Paris, Cairo, Moscow, Singapore City, San Salvador + put to use sorting by time using the app in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25551\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-04-02 06:50:25.000000+00:00\", \"2019-11-29 23:24:41.000000+00:00\"], \"session_ids\": [\"2ea89ebf-d267-4a7f-930d-b88a335cfe5f\", \"57c394a9-9069-474c-99c7-1c249ad93bd8\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.657}, \"3317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-26 04:29:46.000000+00:00\", \"2020-02-16 16:06:40.000000+00:00\", \"2020-03-12 16:50:02.000000+00:00\", \"2020-04-21 20:33:25.000000+00:00\", \"2022-06-04 18:53:24.000000+00:00\", \"2020-06-02 16:40:51.000000+00:00\"], \"session_ids\": [\"6764ce33-8582-4e40-a6df-64b32ae7a52a\", \"c7939bf4-4afb-4eff-b88d-3fbda30b4953\", \"186e376e-0492-45c8-9aa4-cc1c4da2480a\", \"378bca92-b78c-4cbc-8a4b-ea8fa03eab0c\", \"7d1d6fee-921e-4f9d-b037-e5e477bf7e70\", \"3d3650d0-63b8-40ef-a30e-e6bfc09ad530\"], \"total_duration\": 3329.0, \"total_sessions\": 6, \"mean_week_duration\": 21.617}, \"13198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-04 11:04:45.000000+00:00\", \"2021-10-29 03:16:16.000000+00:00\"], \"session_ids\": [\"072f2bac-5702-4930-a401-e56a270573fc\", \"4afb0c37-d7cb-4395-bc5b-6179aa4eaf89\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 9.744}, \"73347\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-28 04:58:52.000000+00:00\", \"2022-03-19 06:03:58.000000+00:00\", \"2022-02-26 01:16:27.000000+00:00\", \"2019-03-26 21:21:16.000000+00:00\"], \"session_ids\": [\"f5d6cbaa-3a5d-4464-adca-130da681bcbc\", \"b181088b-8e23-4d66-bb0d-cb5ae1486184\", \"9762b3bb-db11-4afc-92a6-415b96893dc4\", \"e1527e85-486b-4ea8-ad7e-261ddb910cdb\"], \"total_duration\": 736.0, \"total_sessions\": 4, \"mean_week_duration\": 4.718}, \"73786\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-19 06:28:15.000000+00:00\", \"2021-09-01 08:48:00.000000+00:00\"], \"session_ids\": [\"1ebe2af0-309b-4d54-8843-c2146fceaa45\", \"17db1ba9-935a-44db-973e-b972ada17710\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 6.971}, \"96469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-03 07:47:35.000000+00:00\", \"2022-01-03 05:52:23.000000+00:00\"], \"session_ids\": [\"59642aac-639e-4c33-8e12-bf4388d6b6f8\", \"35a8a796-b601-4ab7-bd0c-7c5c5c023c24\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"70804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-11 00:05:01.000000+00:00\", \"2020-05-27 12:33:25.000000+00:00\", \"2022-04-02 13:23:39.000000+00:00\", \"2019-04-04 01:00:00.000000+00:00\"], \"session_ids\": [\"5ec03032-6676-4f0f-98d7-d8d1c6053536\", \"ed25ed07-eac0-4bee-9927-dbb7d64c66c3\", \"1740b575-a456-4719-b42a-6ebc0c23199d\", \"0e65111d-232f-42d3-abfb-e1030e34db4e\"], \"total_duration\": 1742.0, \"total_sessions\": 4, \"mean_week_duration\": 11.096}, \"72490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-03 02:27:28.000000+00:00\", \"2019-10-19 11:11:48.000000+00:00\"], \"session_ids\": [\"92eb7495-68af-4487-a07b-1db0ab9823d8\", \"d24f0831-778b-4c61-bb77-5a07f7c874b2\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 70.0}, \"48251\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-06-19 08:42:21.000000+00:00\", \"2019-07-26 03:30:48.000000+00:00\", \"2021-07-11 00:44:04.000000+00:00\", \"2021-05-15 14:41:28.000000+00:00\", \"2021-02-01 06:52:59.000000+00:00\", \"2020-11-30 19:33:17.000000+00:00\", \"2023-03-29 00:57:10.000000+00:00\", \"2020-06-04 18:23:37.000000+00:00\", \"2021-12-12 20:27:10.000000+00:00\"], \"session_ids\": [\"215a8647-041d-420e-b32b-a791bd6b12c6\", \"22c28493-40f3-4fab-b666-a2cc9bc22281\", \"64cd261b-c6e5-48e1-a5de-0a0c56338553\", \"fb540b0f-e661-4943-b989-cb73b5f3da34\", \"092207b0-96ff-4d62-ac45-355171050bbf\", \"82e0f391-210f-4301-bddf-0db2486f29ac\", \"139779b5-be84-4c75-9797-b68dfd3f3e4a\", \"c6e4cabf-5c84-4aa3-b6b5-b23e96258010\", \"7c30612d-b99b-4948-a9f5-dc22f5baea2a\"], \"total_duration\": 18565.0, \"total_sessions\": 9, \"mean_week_duration\": 96.693}, \"23236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-24 09:24:18.000000+00:00\", \"2019-01-21 18:21:46.000000+00:00\", \"2020-09-04 01:48:54.000000+00:00\"], \"session_ids\": [\"ec082eed-90bf-4650-a9ef-2c7b9859571d\", \"961c1f6c-dc17-4fc2-9da6-0ab9c0b6cb34\", \"97105980-f191-42ce-8122-ac1b9bca90f2\"], \"total_duration\": 954.0, \"total_sessions\": 3, \"mean_week_duration\": 4.458}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Guatemala City, Madrid, Parare, Cairo, Moscow, Singapore City, San Salvador"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Guatemala City\", \"Madrid\", \"Paris\", \"Cairo\", \"Moscow\", \"Singapore City\", \"San Salvador\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25551\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-04-02 06:50:25.000000+00:00\", \"2019-11-29 23:24:41.000000+00:00\"], \"session_ids\": [\"2ea89ebf-d267-4a7f-930d-b88a335cfe5f\", \"57c394a9-9069-474c-99c7-1c249ad93bd8\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.657}, \"13198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-04 11:04:45.000000+00:00\", \"2021-10-29 03:16:16.000000+00:00\"], \"session_ids\": [\"072f2bac-5702-4930-a401-e56a270573fc\", \"4afb0c37-d7cb-4395-bc5b-6179aa4eaf89\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 9.744}, \"73347\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-28 04:58:52.000000+00:00\", \"2022-03-19 06:03:58.000000+00:00\", \"2022-02-26 01:16:27.000000+00:00\", \"2019-03-26 21:21:16.000000+00:00\"], \"session_ids\": [\"f5d6cbaa-3a5d-4464-adca-130da681bcbc\", \"b181088b-8e23-4d66-bb0d-cb5ae1486184\", \"9762b3bb-db11-4afc-92a6-415b96893dc4\", \"e1527e85-486b-4ea8-ad7e-261ddb910cdb\"], \"total_duration\": 736.0, \"total_sessions\": 4, \"mean_week_duration\": 4.718}, \"96469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-03 07:47:35.000000+00:00\", \"2022-01-03 05:52:23.000000+00:00\"], \"session_ids\": [\"59642aac-639e-4c33-8e12-bf4388d6b6f8\", \"35a8a796-b601-4ab7-bd0c-7c5c5c023c24\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"70804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-11 00:05:01.000000+00:00\", \"2020-05-27 12:33:25.000000+00:00\", \"2022-04-02 13:23:39.000000+00:00\", \"2019-04-04 01:00:00.000000+00:00\"], \"session_ids\": [\"5ec03032-6676-4f0f-98d7-d8d1c6053536\", \"ed25ed07-eac0-4bee-9927-dbb7d64c66c3\", \"1740b575-a456-4719-b42a-6ebc0c23199d\", \"0e65111d-232f-42d3-abfb-e1030e34db4e\"], \"total_duration\": 1742.0, \"total_sessions\": 4, \"mean_week_duration\": 11.096}, \"48251\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-06-19 08:42:21.000000+00:00\", \"2019-07-26 03:30:48.000000+00:00\", \"2021-07-11 00:44:04.000000+00:00\", \"2021-05-15 14:41:28.000000+00:00\", \"2021-02-01 06:52:59.000000+00:00\", \"2020-11-30 19:33:17.000000+00:00\", \"2023-03-29 00:57:10.000000+00:00\", \"2020-06-04 18:23:37.000000+00:00\", \"2021-12-12 20:27:10.000000+00:00\"], \"session_ids\": [\"215a8647-041d-420e-b32b-a791bd6b12c6\", \"22c28493-40f3-4fab-b666-a2cc9bc22281\", \"64cd261b-c6e5-48e1-a5de-0a0c56338553\", \"fb540b0f-e661-4943-b989-cb73b5f3da34\", \"092207b0-96ff-4d62-ac45-355171050bbf\", \"82e0f391-210f-4301-bddf-0db2486f29ac\", \"139779b5-be84-4c75-9797-b68dfd3f3e4a\", \"c6e4cabf-5c84-4aa3-b6b5-b23e96258010\", \"7c30612d-b99b-4948-a9f5-dc22f5baea2a\"], \"total_duration\": 18565.0, \"total_sessions\": 9, \"mean_week_duration\": 96.693}, \"23236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-24 09:24:18.000000+00:00\", \"2019-01-21 18:21:46.000000+00:00\", \"2020-09-04 01:48:54.000000+00:00\"], \"session_ids\": [\"ec082eed-90bf-4650-a9ef-2c7b9859571d\", \"961c1f6c-dc17-4fc2-9da6-0ab9c0b6cb34\", \"97105980-f191-42ce-8122-ac1b9bca90f2\"], \"total_duration\": 954.0, \"total_sessions\": 3, \"mean_week_duration\": 4.458}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25551\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-04-02 06:50:25.000000+00:00\", \"2019-11-29 23:24:41.000000+00:00\"], \"session_ids\": [\"2ea89ebf-d267-4a7f-930d-b88a335cfe5f\", \"57c394a9-9069-474c-99c7-1c249ad93bd8\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.657}}, {\"96469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-03 07:47:35.000000+00:00\", \"2022-01-03 05:52:23.000000+00:00\"], \"session_ids\": [\"59642aac-639e-4c33-8e12-bf4388d6b6f8\", \"35a8a796-b601-4ab7-bd0c-7c5c5c023c24\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"13198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-04 11:04:45.000000+00:00\", \"2021-10-29 03:16:16.000000+00:00\"], \"session_ids\": [\"072f2bac-5702-4930-a401-e56a270573fc\", \"4afb0c37-d7cb-4395-bc5b-6179aa4eaf89\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 9.744}}, {\"73347\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-28 04:58:52.000000+00:00\", \"2022-03-19 06:03:58.000000+00:00\", \"2022-02-26 01:16:27.000000+00:00\", \"2019-03-26 21:21:16.000000+00:00\"], \"session_ids\": [\"f5d6cbaa-3a5d-4464-adca-130da681bcbc\", \"b181088b-8e23-4d66-bb0d-cb5ae1486184\", \"9762b3bb-db11-4afc-92a6-415b96893dc4\", \"e1527e85-486b-4ea8-ad7e-261ddb910cdb\"], \"total_duration\": 736.0, \"total_sessions\": 4, \"mean_week_duration\": 4.718}}, {\"23236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-24 09:24:18.000000+00:00\", \"2019-01-21 18:21:46.000000+00:00\", \"2020-09-04 01:48:54.000000+00:00\"], \"session_ids\": [\"ec082eed-90bf-4650-a9ef-2c7b9859571d\", \"961c1f6c-dc17-4fc2-9da6-0ab9c0b6cb34\", \"97105980-f191-42ce-8122-ac1b9bca90f2\"], \"total_duration\": 954.0, \"total_sessions\": 3, \"mean_week_duration\": 4.458}}, {\"70804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-11 00:05:01.000000+00:00\", \"2020-05-27 12:33:25.000000+00:00\", \"2022-04-02 13:23:39.000000+00:00\", \"2019-04-04 01:00:00.000000+00:00\"], \"session_ids\": [\"5ec03032-6676-4f0f-98d7-d8d1c6053536\", \"ed25ed07-eac0-4bee-9927-dbb7d64c66c3\", \"1740b575-a456-4719-b42a-6ebc0c23199d\", \"0e65111d-232f-42d3-abfb-e1030e34db4e\"], \"total_duration\": 1742.0, \"total_sessions\": 4, \"mean_week_duration\": 11.096}}, {\"48251\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-06-19 08:42:21.000000+00:00\", \"2019-07-26 03:30:48.000000+00:00\", \"2021-07-11 00:44:04.000000+00:00\", \"2021-05-15 14:41:28.000000+00:00\", \"2021-02-01 06:52:59.000000+00:00\", \"2020-11-30 19:33:17.000000+00:00\", \"2023-03-29 00:57:10.000000+00:00\", \"2020-06-04 18:23:37.000000+00:00\", \"2021-12-12 20:27:10.000000+00:00\"], \"session_ids\": [\"215a8647-041d-420e-b32b-a791bd6b12c6\", \"22c28493-40f3-4fab-b666-a2cc9bc22281\", \"64cd261b-c6e5-48e1-a5de-0a0c56338553\", \"fb540b0f-e661-4943-b989-cb73b5f3da34\", \"092207b0-96ff-4d62-ac45-355171050bbf\", \"82e0f391-210f-4301-bddf-0db2486f29ac\", \"139779b5-be84-4c75-9797-b68dfd3f3e4a\", \"c6e4cabf-5c84-4aa3-b6b5-b23e96258010\", \"7c30612d-b99b-4948-a9f5-dc22f5baea2a\"], \"total_duration\": 18565.0, \"total_sessions\": 9, \"mean_week_duration\": 96.693}}]\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[{\"25551\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-04-02 06:50:25.000000+00:00\", \"2019-11-29 23:24:41.000000+00:00\"], \"session_ids\": [\"2ea89ebf-d267-4a7f-930d-b88a335cfe5f\", \"57c394a9-9069-474c-99c7-1c249ad93bd8\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.657}}, {\"96469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-03 07:47:35.000000+00:00\", \"2022-01-03 05:52:23.000000+00:00\"], \"session_ids\": [\"59642aac-639e-4c33-8e12-bf4388d6b6f8\", \"35a8a796-b601-4ab7-bd0c-7c5c5c023c24\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"13198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-04 11:04:45.000000+00:00\", \"2021-10-29 03:16:16.000000+00:00\"], \"session_ids\": [\"072f2bac-5702-4930-a401-e56a270573fc\", \"4afb0c37-d7cb-4395-bc5b-6179aa4eaf89\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 9.744}}, {\"73347\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-28 04:58:52.000000+00:00\", \"2022-03-19 06:03:58.000000+00:00\", \"2022-02-26 01:16:27.000000+00:00\", \"2019-03-26 21:21:16.000000+00:00\"], \"session_ids\": [\"f5d6cbaa-3a5d-4464-adca-130da681bcbc\", \"b181088b-8e23-4d66-bb0d-cb5ae1486184\", \"9762b3bb-db11-4afc-92a6-415b96893dc4\", \"e1527e85-486b-4ea8-ad7e-261ddb910cdb\"], \"total_duration\": 736.0, \"total_sessions\": 4, \"mean_week_duration\": 4.718}}, {\"23236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-24 09:24:18.000000+00:00\", \"2019-01-21 18:21:46.000000+00:00\", \"2020-09-04 01:48:54.000000+00:00\"], \"session_ids\": [\"ec082eed-90bf-4650-a9ef-2c7b9859571d\", \"961c1f6c-dc17-4fc2-9da6-0ab9c0b6cb34\", \"97105980-f191-42ce-8122-ac1b9bca90f2\"], \"total_duration\": 954.0, \"total_sessions\": 3, \"mean_week_duration\": 4.458}}, {\"70804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-11 00:05:01.000000+00:00\", \"2020-05-27 12:33:25.000000+00:00\", \"2022-04-02 13:23:39.000000+00:00\", \"2019-04-04 01:00:00.000000+00:00\"], \"session_ids\": [\"5ec03032-6676-4f0f-98d7-d8d1c6053536\", \"ed25ed07-eac0-4bee-9927-dbb7d64c66c3\", \"1740b575-a456-4719-b42a-6ebc0c23199d\", \"0e65111d-232f-42d3-abfb-e1030e34db4e\"], \"total_duration\": 1742.0, \"total_sessions\": 4, \"mean_week_duration\": 11.096}}, {\"48251\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-06-19 08:42:21.000000+00:00\", \"2019-07-26 03:30:48.000000+00:00\", \"2021-07-11 00:44:04.000000+00:00\", \"2021-05-15 14:41:28.000000+00:00\", \"2021-02-01 06:52:59.000000+00:00\", \"2020-11-30 19:33:17.000000+00:00\", \"2023-03-29 00:57:10.000000+00:00\", \"2020-06-04 18:23:37.000000+00:00\", \"2021-12-12 20:27:10.000000+00:00\"], \"session_ids\": [\"215a8647-041d-420e-b32b-a791bd6b12c6\", \"22c28493-40f3-4fab-b666-a2cc9bc22281\", \"64cd261b-c6e5-48e1-a5de-0a0c56338553\", \"fb540b0f-e661-4943-b989-cb73b5f3da34\", \"092207b0-96ff-4d62-ac45-355171050bbf\", \"82e0f391-210f-4301-bddf-0db2486f29ac\", \"139779b5-be84-4c75-9797-b68dfd3f3e4a\", \"c6e4cabf-5c84-4aa3-b6b5-b23e96258010\", \"7c30612d-b99b-4948-a9f5-dc22f5baea2a\"], \"total_duration\": 18565.0, \"total_sessions\": 9, \"mean_week_duration\": 96.693}}]\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 8 users pieces of information who are the primary users in terms of time using the app additionaly implement sorting by total duration amount descendingly."
}
] |
[
{
"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{\"85967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-12 17:59:50.000000+00:00\", \"2022-10-04 00:30:18.000000+00:00\", \"2020-08-17 16:43:33.000000+00:00\"], \"session_ids\": [\"16f1f4b2-d145-44b0-bbb0-a00ede5379e0\", \"636b0ba8-a715-4466-b505-9e4edbb390e4\", \"68ded933-9b5b-4825-9998-956347d880cd\"], \"total_duration\": 477.0, \"total_sessions\": 3, \"mean_week_duration\": 3.669}, \"35836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-22 00:22:51.000000+00:00\", \"2021-06-18 13:43:19.000000+00:00\"], \"session_ids\": [\"65c469e9-6795-477d-918b-2f0bec5a983b\", \"e20eae36-6821-4535-b2e7-cd694fcc1533\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 1.075}, \"46694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-10-05 16:53:28.000000+00:00\", \"2021-03-01 01:33:42.000000+00:00\", \"2022-05-02 11:54:51.000000+00:00\", \"2020-07-27 11:47:47.000000+00:00\", \"2020-07-08 06:21:18.000000+00:00\", \"2020-06-21 21:20:21.000000+00:00\", \"2021-04-01 04:58:37.000000+00:00\"], \"session_ids\": [\"9fbf582d-4d04-407b-ae16-2364128949fd\", \"b21a563b-da8c-4702-87b0-07c73e3fdab4\", \"285b7956-fca2-4398-80fa-eaacb93f9112\", \"fbebbb2c-4932-472a-9eb1-d98b35689eb9\", \"60b14ccd-9ae6-4197-952f-5005378a4c5f\", \"f6618af0-d0ae-4b61-8d69-03ac34f39ee4\", \"2b61d5dc-0a59-43bd-bfea-3189373e9039\"], \"total_duration\": 7907.0, \"total_sessions\": 7, \"mean_week_duration\": 65.892}, \"54714\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-07 12:07:26.000000+00:00\", \"2022-04-19 23:22:14.000000+00:00\"], \"session_ids\": [\"eb2b30d6-7821-4d16-afe9-0f72b13357e8\", \"2ec8696a-1d52-467c-93fb-202d8957a895\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}, \"14543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-28 21:43:01.000000+00:00\", \"2021-09-06 21:19:13.000000+00:00\"], \"session_ids\": [\"470f0c6c-e4d3-45e3-9155-0abc3c4d2ad8\", \"4a5bfb7d-b86e-400d-994f-ded832dc191b\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.816}, \"7119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-04-04 19:33:38.000000+00:00\", \"2021-04-25 17:10:15.000000+00:00\", \"2019-05-07 18:29:49.000000+00:00\", \"2021-07-01 13:45:16.000000+00:00\", \"2021-05-19 13:42:36.000000+00:00\"], \"session_ids\": [\"904cbe76-a960-468f-8e72-d179b1625890\", \"d28cbd68-94c9-4616-acce-4ffde5b6bccc\", \"f8177529-37b7-4a59-8c8a-ba8502f77164\", \"82350375-2030-4323-b097-b61b6ea96432\", \"c3342dc0-92c0-4bae-9f4d-85a15db60017\"], \"total_duration\": 326.0, \"total_sessions\": 5, \"mean_week_duration\": 1.598}, \"5440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-02 15:43:04.000000+00:00\", \"2021-08-28 03:58:16.000000+00:00\", \"2023-03-15 21:32:38.000000+00:00\"], \"session_ids\": [\"d2a2d473-9da2-4f44-9eb7-6393b3f40bfd\", \"240a082a-922b-4018-b1d1-7fba718dc9c0\", \"b1dc43e4-608b-4d10-be57-b360bc6c943d\"], \"total_duration\": 665.0, \"total_sessions\": 3, \"mean_week_duration\": 3.359}, \"37001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-04 05:31:01.000000+00:00\", \"2019-02-13 03:33:41.000000+00:00\"], \"session_ids\": [\"3af87a36-ce61-4fc6-abf0-bc9a988321bf\", \"091223ef-2883-4db3-a168-2cace5ab1f05\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.722}, \"20878\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-16 09:24:24.000000+00:00\", \"2019-10-23 03:17:12.000000+00:00\"], \"session_ids\": [\"eda4c3c9-15f6-4bcd-a77a-dc032542293a\", \"332b1432-c7dc-4553-ad2a-32a9c4e8dc81\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 5.913}, \"27628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-11 21:24:48.000000+00:00\", \"2022-09-27 12:29:54.000000+00:00\"], \"session_ids\": [\"18327c7e-ff8c-4bc3-a83c-d3edb60fc42e\", \"096a6129-cf52-4e51-ab92-0ee035bb4d8e\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 8 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-10-05 16:53:28.000000+00:00\", \"2021-03-01 01:33:42.000000+00:00\", \"2022-05-02 11:54:51.000000+00:00\", \"2020-07-27 11:47:47.000000+00:00\", \"2020-07-08 06:21:18.000000+00:00\", \"2020-06-21 21:20:21.000000+00:00\", \"2021-04-01 04:58:37.000000+00:00\"], \"session_ids\": [\"9fbf582d-4d04-407b-ae16-2364128949fd\", \"b21a563b-da8c-4702-87b0-07c73e3fdab4\", \"285b7956-fca2-4398-80fa-eaacb93f9112\", \"fbebbb2c-4932-472a-9eb1-d98b35689eb9\", \"60b14ccd-9ae6-4197-952f-5005378a4c5f\", \"f6618af0-d0ae-4b61-8d69-03ac34f39ee4\", \"2b61d5dc-0a59-43bd-bfea-3189373e9039\"], \"total_duration\": 7907.0, \"total_sessions\": 7, \"mean_week_duration\": 65.892}}, {\"5440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-02 15:43:04.000000+00:00\", \"2021-08-28 03:58:16.000000+00:00\", \"2023-03-15 21:32:38.000000+00:00\"], \"session_ids\": [\"d2a2d473-9da2-4f44-9eb7-6393b3f40bfd\", \"240a082a-922b-4018-b1d1-7fba718dc9c0\", \"b1dc43e4-608b-4d10-be57-b360bc6c943d\"], \"total_duration\": 665.0, \"total_sessions\": 3, \"mean_week_duration\": 3.359}}, {\"85967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-12 17:59:50.000000+00:00\", \"2022-10-04 00:30:18.000000+00:00\", \"2020-08-17 16:43:33.000000+00:00\"], \"session_ids\": [\"16f1f4b2-d145-44b0-bbb0-a00ede5379e0\", \"636b0ba8-a715-4466-b505-9e4edbb390e4\", \"68ded933-9b5b-4825-9998-956347d880cd\"], \"total_duration\": 477.0, \"total_sessions\": 3, \"mean_week_duration\": 3.669}}, {\"20878\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-16 09:24:24.000000+00:00\", \"2019-10-23 03:17:12.000000+00:00\"], \"session_ids\": [\"eda4c3c9-15f6-4bcd-a77a-dc032542293a\", \"332b1432-c7dc-4553-ad2a-32a9c4e8dc81\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 5.913}}, {\"27628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-11 21:24:48.000000+00:00\", \"2022-09-27 12:29:54.000000+00:00\"], \"session_ids\": [\"18327c7e-ff8c-4bc3-a83c-d3edb60fc42e\", \"096a6129-cf52-4e51-ab92-0ee035bb4d8e\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}}, {\"7119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-04-04 19:33:38.000000+00:00\", \"2021-04-25 17:10:15.000000+00:00\", \"2019-05-07 18:29:49.000000+00:00\", \"2021-07-01 13:45:16.000000+00:00\", \"2021-05-19 13:42:36.000000+00:00\"], \"session_ids\": [\"904cbe76-a960-468f-8e72-d179b1625890\", \"d28cbd68-94c9-4616-acce-4ffde5b6bccc\", \"f8177529-37b7-4a59-8c8a-ba8502f77164\", \"82350375-2030-4323-b097-b61b6ea96432\", \"c3342dc0-92c0-4bae-9f4d-85a15db60017\"], \"total_duration\": 326.0, \"total_sessions\": 5, \"mean_week_duration\": 1.598}}, {\"37001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-04 05:31:01.000000+00:00\", \"2019-02-13 03:33:41.000000+00:00\"], \"session_ids\": [\"3af87a36-ce61-4fc6-abf0-bc9a988321bf\", \"091223ef-2883-4db3-a168-2cace5ab1f05\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.722}}, {\"54714\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-07 12:07:26.000000+00:00\", \"2022-04-19 23:22:14.000000+00:00\"], \"session_ids\": [\"eb2b30d6-7821-4d16-afe9-0f72b13357e8\", \"2ec8696a-1d52-467c-93fb-202d8957a895\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}}]\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[{\"46694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-10-05 16:53:28.000000+00:00\", \"2021-03-01 01:33:42.000000+00:00\", \"2022-05-02 11:54:51.000000+00:00\", \"2020-07-27 11:47:47.000000+00:00\", \"2020-07-08 06:21:18.000000+00:00\", \"2020-06-21 21:20:21.000000+00:00\", \"2021-04-01 04:58:37.000000+00:00\"], \"session_ids\": [\"9fbf582d-4d04-407b-ae16-2364128949fd\", \"b21a563b-da8c-4702-87b0-07c73e3fdab4\", \"285b7956-fca2-4398-80fa-eaacb93f9112\", \"fbebbb2c-4932-472a-9eb1-d98b35689eb9\", \"60b14ccd-9ae6-4197-952f-5005378a4c5f\", \"f6618af0-d0ae-4b61-8d69-03ac34f39ee4\", \"2b61d5dc-0a59-43bd-bfea-3189373e9039\"], \"total_duration\": 7907.0, \"total_sessions\": 7, \"mean_week_duration\": 65.892}}, {\"5440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-02 15:43:04.000000+00:00\", \"2021-08-28 03:58:16.000000+00:00\", \"2023-03-15 21:32:38.000000+00:00\"], \"session_ids\": [\"d2a2d473-9da2-4f44-9eb7-6393b3f40bfd\", \"240a082a-922b-4018-b1d1-7fba718dc9c0\", \"b1dc43e4-608b-4d10-be57-b360bc6c943d\"], \"total_duration\": 665.0, \"total_sessions\": 3, \"mean_week_duration\": 3.359}}, {\"85967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-12 17:59:50.000000+00:00\", \"2022-10-04 00:30:18.000000+00:00\", \"2020-08-17 16:43:33.000000+00:00\"], \"session_ids\": [\"16f1f4b2-d145-44b0-bbb0-a00ede5379e0\", \"636b0ba8-a715-4466-b505-9e4edbb390e4\", \"68ded933-9b5b-4825-9998-956347d880cd\"], \"total_duration\": 477.0, \"total_sessions\": 3, \"mean_week_duration\": 3.669}}, {\"20878\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-16 09:24:24.000000+00:00\", \"2019-10-23 03:17:12.000000+00:00\"], \"session_ids\": [\"eda4c3c9-15f6-4bcd-a77a-dc032542293a\", \"332b1432-c7dc-4553-ad2a-32a9c4e8dc81\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 5.913}}, {\"27628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-11 21:24:48.000000+00:00\", \"2022-09-27 12:29:54.000000+00:00\"], \"session_ids\": [\"18327c7e-ff8c-4bc3-a83c-d3edb60fc42e\", \"096a6129-cf52-4e51-ab92-0ee035bb4d8e\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}}, {\"7119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-04-04 19:33:38.000000+00:00\", \"2021-04-25 17:10:15.000000+00:00\", \"2019-05-07 18:29:49.000000+00:00\", \"2021-07-01 13:45:16.000000+00:00\", \"2021-05-19 13:42:36.000000+00:00\"], \"session_ids\": [\"904cbe76-a960-468f-8e72-d179b1625890\", \"d28cbd68-94c9-4616-acce-4ffde5b6bccc\", \"f8177529-37b7-4a59-8c8a-ba8502f77164\", \"82350375-2030-4323-b097-b61b6ea96432\", \"c3342dc0-92c0-4bae-9f4d-85a15db60017\"], \"total_duration\": 326.0, \"total_sessions\": 5, \"mean_week_duration\": 1.598}}, {\"37001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-04 05:31:01.000000+00:00\", \"2019-02-13 03:33:41.000000+00:00\"], \"session_ids\": [\"3af87a36-ce61-4fc6-abf0-bc9a988321bf\", \"091223ef-2883-4db3-a168-2cace5ab1f05\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.722}}, {\"54714\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-07 12:07:26.000000+00:00\", \"2022-04-19 23:22:14.000000+00:00\"], \"session_ids\": [\"eb2b30d6-7821-4d16-afe9-0f72b13357e8\", \"2ec8696a-1d52-467c-93fb-202d8957a895\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-10-05 16:53:28.000000+00:00\", \"2021-03-01 01:33:42.000000+00:00\", \"2022-05-02 11:54:51.000000+00:00\", \"2020-07-27 11:47:47.000000+00:00\", \"2020-07-08 06:21:18.000000+00:00\", \"2020-06-21 21:20:21.000000+00:00\", \"2021-04-01 04:58:37.000000+00:00\"], \"session_ids\": [\"9fbf582d-4d04-407b-ae16-2364128949fd\", \"b21a563b-da8c-4702-87b0-07c73e3fdab4\", \"285b7956-fca2-4398-80fa-eaacb93f9112\", \"fbebbb2c-4932-472a-9eb1-d98b35689eb9\", \"60b14ccd-9ae6-4197-952f-5005378a4c5f\", \"f6618af0-d0ae-4b61-8d69-03ac34f39ee4\", \"2b61d5dc-0a59-43bd-bfea-3189373e9039\"], \"total_duration\": 7907.0, \"total_sessions\": 7, \"mean_week_duration\": 65.892}}, {\"5440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-02 15:43:04.000000+00:00\", \"2021-08-28 03:58:16.000000+00:00\", \"2023-03-15 21:32:38.000000+00:00\"], \"session_ids\": [\"d2a2d473-9da2-4f44-9eb7-6393b3f40bfd\", \"240a082a-922b-4018-b1d1-7fba718dc9c0\", \"b1dc43e4-608b-4d10-be57-b360bc6c943d\"], \"total_duration\": 665.0, \"total_sessions\": 3, \"mean_week_duration\": 3.359}}, {\"85967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-12 17:59:50.000000+00:00\", \"2022-10-04 00:30:18.000000+00:00\", \"2020-08-17 16:43:33.000000+00:00\"], \"session_ids\": [\"16f1f4b2-d145-44b0-bbb0-a00ede5379e0\", \"636b0ba8-a715-4466-b505-9e4edbb390e4\", \"68ded933-9b5b-4825-9998-956347d880cd\"], \"total_duration\": 477.0, \"total_sessions\": 3, \"mean_week_duration\": 3.669}}, {\"20878\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-16 09:24:24.000000+00:00\", \"2019-10-23 03:17:12.000000+00:00\"], \"session_ids\": [\"eda4c3c9-15f6-4bcd-a77a-dc032542293a\", \"332b1432-c7dc-4553-ad2a-32a9c4e8dc81\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 5.913}}, {\"27628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-11 21:24:48.000000+00:00\", \"2022-09-27 12:29:54.000000+00:00\"], \"session_ids\": [\"18327c7e-ff8c-4bc3-a83c-d3edb60fc42e\", \"096a6129-cf52-4e51-ab92-0ee035bb4d8e\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}}, {\"7119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-04-04 19:33:38.000000+00:00\", \"2021-04-25 17:10:15.000000+00:00\", \"2019-05-07 18:29:49.000000+00:00\", \"2021-07-01 13:45:16.000000+00:00\", \"2021-05-19 13:42:36.000000+00:00\"], \"session_ids\": [\"904cbe76-a960-468f-8e72-d179b1625890\", \"d28cbd68-94c9-4616-acce-4ffde5b6bccc\", \"f8177529-37b7-4a59-8c8a-ba8502f77164\", \"82350375-2030-4323-b097-b61b6ea96432\", \"c3342dc0-92c0-4bae-9f4d-85a15db60017\"], \"total_duration\": 326.0, \"total_sessions\": 5, \"mean_week_duration\": 1.598}}, {\"37001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-04 05:31:01.000000+00:00\", \"2019-02-13 03:33:41.000000+00:00\"], \"session_ids\": [\"3af87a36-ce61-4fc6-abf0-bc9a988321bf\", \"091223ef-2883-4db3-a168-2cace5ab1f05\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.722}}, {\"54714\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-07 12:07:26.000000+00:00\", \"2022-04-19 23:22:14.000000+00:00\"], \"session_ids\": [\"eb2b30d6-7821-4d16-afe9-0f72b13357e8\", \"2ec8696a-1d52-467c-93fb-202d8957a895\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}}]\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[{\"46694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-10-05 16:53:28.000000+00:00\", \"2021-03-01 01:33:42.000000+00:00\", \"2022-05-02 11:54:51.000000+00:00\", \"2020-07-27 11:47:47.000000+00:00\", \"2020-07-08 06:21:18.000000+00:00\", \"2020-06-21 21:20:21.000000+00:00\", \"2021-04-01 04:58:37.000000+00:00\"], \"session_ids\": [\"9fbf582d-4d04-407b-ae16-2364128949fd\", \"b21a563b-da8c-4702-87b0-07c73e3fdab4\", \"285b7956-fca2-4398-80fa-eaacb93f9112\", \"fbebbb2c-4932-472a-9eb1-d98b35689eb9\", \"60b14ccd-9ae6-4197-952f-5005378a4c5f\", \"f6618af0-d0ae-4b61-8d69-03ac34f39ee4\", \"2b61d5dc-0a59-43bd-bfea-3189373e9039\"], \"total_duration\": 7907.0, \"total_sessions\": 7, \"mean_week_duration\": 65.892}}, {\"5440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-02 15:43:04.000000+00:00\", \"2021-08-28 03:58:16.000000+00:00\", \"2023-03-15 21:32:38.000000+00:00\"], \"session_ids\": [\"d2a2d473-9da2-4f44-9eb7-6393b3f40bfd\", \"240a082a-922b-4018-b1d1-7fba718dc9c0\", \"b1dc43e4-608b-4d10-be57-b360bc6c943d\"], \"total_duration\": 665.0, \"total_sessions\": 3, \"mean_week_duration\": 3.359}}, {\"85967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-12 17:59:50.000000+00:00\", \"2022-10-04 00:30:18.000000+00:00\", \"2020-08-17 16:43:33.000000+00:00\"], \"session_ids\": [\"16f1f4b2-d145-44b0-bbb0-a00ede5379e0\", \"636b0ba8-a715-4466-b505-9e4edbb390e4\", \"68ded933-9b5b-4825-9998-956347d880cd\"], \"total_duration\": 477.0, \"total_sessions\": 3, \"mean_week_duration\": 3.669}}, {\"20878\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-16 09:24:24.000000+00:00\", \"2019-10-23 03:17:12.000000+00:00\"], \"session_ids\": [\"eda4c3c9-15f6-4bcd-a77a-dc032542293a\", \"332b1432-c7dc-4553-ad2a-32a9c4e8dc81\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 5.913}}, {\"27628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-11 21:24:48.000000+00:00\", \"2022-09-27 12:29:54.000000+00:00\"], \"session_ids\": [\"18327c7e-ff8c-4bc3-a83c-d3edb60fc42e\", \"096a6129-cf52-4e51-ab92-0ee035bb4d8e\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}}, {\"7119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-04-04 19:33:38.000000+00:00\", \"2021-04-25 17:10:15.000000+00:00\", \"2019-05-07 18:29:49.000000+00:00\", \"2021-07-01 13:45:16.000000+00:00\", \"2021-05-19 13:42:36.000000+00:00\"], \"session_ids\": [\"904cbe76-a960-468f-8e72-d179b1625890\", \"d28cbd68-94c9-4616-acce-4ffde5b6bccc\", \"f8177529-37b7-4a59-8c8a-ba8502f77164\", \"82350375-2030-4323-b097-b61b6ea96432\", \"c3342dc0-92c0-4bae-9f4d-85a15db60017\"], \"total_duration\": 326.0, \"total_sessions\": 5, \"mean_week_duration\": 1.598}}, {\"37001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-04 05:31:01.000000+00:00\", \"2019-02-13 03:33:41.000000+00:00\"], \"session_ids\": [\"3af87a36-ce61-4fc6-abf0-bc9a988321bf\", \"091223ef-2883-4db3-a168-2cace5ab1f05\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.722}}, {\"54714\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-07 12:07:26.000000+00:00\", \"2022-04-19 23:22:14.000000+00:00\"], \"session_ids\": [\"eb2b30d6-7821-4d16-afe9-0f72b13357e8\", \"2ec8696a-1d52-467c-93fb-202d8957a895\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}}]\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 8 users to me who have time in app strictly greater than 4766 and less than 674 additionaly sort by sum of duration of sessions per week form the highest value to the lowest 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{\"98552\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 11:49:14.000000+00:00\", \"2019-04-02 13:21:43.000000+00:00\"], \"session_ids\": [\"a395c0e7-710c-4d51-9ae3-8dea5aa79dc7\", \"84ff6181-bf41-4093-8c1d-9d00b64e2be1\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.818}, \"42912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-13 15:34:33.000000+00:00\", \"2021-06-20 23:05:04.000000+00:00\", \"2021-10-08 18:45:31.000000+00:00\"], \"session_ids\": [\"514ee775-e668-4503-837c-1d20d8aa7f95\", \"eef4f149-392a-440e-914d-ab2d93aaf9c9\", \"1460516c-789e-4468-ba41-50cf5da1da01\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 1.077}, \"23022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-31 11:17:37.000000+00:00\", \"2020-06-05 10:44:51.000000+00:00\", \"2022-10-31 07:10:49.000000+00:00\", \"2022-06-23 15:29:45.000000+00:00\"], \"session_ids\": [\"b8f53b35-1846-4bcd-95ba-c48c6f844804\", \"a3e28928-4c3d-4506-87dc-039f36e563c5\", \"0821a4cf-2e5f-4bbf-b521-0ec61dba61c4\", \"3f2ee0a7-02c2-478b-b8b8-a7fb7f702a6e\"], \"total_duration\": 1225.0, \"total_sessions\": 4, \"mean_week_duration\": 9.722}, \"66102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-02-21 08:49:29.000000+00:00\", \"2020-12-23 13:38:43.000000+00:00\"], \"session_ids\": [\"1995b653-bbb7-4393-9337-85d75716d892\", \"0baa2d3c-f7bb-4793-9555-0c9c7fb2bc28\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}, \"29205\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-03-28 18:59:04.000000+00:00\", \"2019-07-13 23:51:43.000000+00:00\", \"2022-02-17 09:16:30.000000+00:00\"], \"session_ids\": [\"db85b3ce-81bb-4117-8b45-0b365e788a75\", \"554bf162-5bd5-4c91-97cd-6ad65ef9d084\", \"e23580bb-3724-45f2-af81-09289a913f98\"], \"total_duration\": 449.0, \"total_sessions\": 3, \"mean_week_duration\": 3.301}, \"43618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-12-30 15:56:38.000000+00:00\", \"2020-06-02 07:20:11.000000+00:00\", \"2021-08-27 20:37:07.000000+00:00\", \"2020-09-11 19:00:25.000000+00:00\", \"2021-05-11 00:38:46.000000+00:00\", \"2023-02-10 19:31:36.000000+00:00\", \"2020-09-05 09:38:23.000000+00:00\", \"2022-03-28 01:15:29.000000+00:00\", \"2020-07-24 01:36:43.000000+00:00\"], \"session_ids\": [\"9420a9d7-7101-4c7f-ad7f-381d65018736\", \"9035d3c4-5013-489f-a358-f5172100ed00\", \"267511d2-a626-4099-bde3-58cb6fe7abbc\", \"ac0de9ac-6f3e-4edb-9806-a08abe606d0f\", \"47479a2b-3004-4466-908b-03a97264609f\", \"89ef98ad-0e32-4773-a9ed-eaa84f869337\", \"c69264e7-99e1-4fcb-a868-f53bd1b0c39e\", \"ddf8d3da-d105-412f-918f-ab5ce72d8ead\", \"dfc23393-0ffb-4bde-b399-5e19df895451\"], \"total_duration\": 10977.0, \"total_sessions\": 9, \"mean_week_duration\": 77.851}, \"84351\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-04 07:40:07.000000+00:00\", \"2019-05-15 13:42:56.000000+00:00\"], \"session_ids\": [\"02157274-d0eb-4f5a-8146-11a77baf9c15\", \"fca67424-aa95-4fdd-bb0d-96f1f73f70cf\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 0.63}, \"14446\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-15 05:28:41.000000+00:00\", \"2019-02-13 07:15:01.000000+00:00\"], \"session_ids\": [\"807c0d2b-b865-489b-ab71-67e2cd73adca\", \"65106709-3a93-4802-92fd-f898c3811703\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 1.826}, \"13532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-30 15:30:57.000000+00:00\", \"2019-04-30 09:51:27.000000+00:00\", \"2020-04-18 15:26:25.000000+00:00\"], \"session_ids\": [\"71d06291-a4ae-411f-b15d-de39186a718c\", \"f3827a5b-dc3d-4d59-b1cc-5ee14e2cbd29\", \"8cd44805-7c27-4bb3-857f-bf46e9404318\"], \"total_duration\": 969.0, \"total_sessions\": 3, \"mean_week_duration\": 19.0}, \"33166\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-13 21:16:48.000000+00:00\", \"2022-12-14 13:02:40.000000+00:00\"], \"session_ids\": [\"9f6e56ea-cd43-4df8-a0a2-7c7ccfffd87a\", \"abf85ef0-2ab0-4897-8b10-e2dc1cd5882f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.115}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 674 and are greater than 4766"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[674, 4766]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98552\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 11:49:14.000000+00:00\", \"2019-04-02 13:21:43.000000+00:00\"], \"session_ids\": [\"a395c0e7-710c-4d51-9ae3-8dea5aa79dc7\", \"84ff6181-bf41-4093-8c1d-9d00b64e2be1\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.818}, \"42912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-13 15:34:33.000000+00:00\", \"2021-06-20 23:05:04.000000+00:00\", \"2021-10-08 18:45:31.000000+00:00\"], \"session_ids\": [\"514ee775-e668-4503-837c-1d20d8aa7f95\", \"eef4f149-392a-440e-914d-ab2d93aaf9c9\", \"1460516c-789e-4468-ba41-50cf5da1da01\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 1.077}, \"66102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-02-21 08:49:29.000000+00:00\", \"2020-12-23 13:38:43.000000+00:00\"], \"session_ids\": [\"1995b653-bbb7-4393-9337-85d75716d892\", \"0baa2d3c-f7bb-4793-9555-0c9c7fb2bc28\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}, \"29205\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-03-28 18:59:04.000000+00:00\", \"2019-07-13 23:51:43.000000+00:00\", \"2022-02-17 09:16:30.000000+00:00\"], \"session_ids\": [\"db85b3ce-81bb-4117-8b45-0b365e788a75\", \"554bf162-5bd5-4c91-97cd-6ad65ef9d084\", \"e23580bb-3724-45f2-af81-09289a913f98\"], \"total_duration\": 449.0, \"total_sessions\": 3, \"mean_week_duration\": 3.301}, \"84351\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-04 07:40:07.000000+00:00\", \"2019-05-15 13:42:56.000000+00:00\"], \"session_ids\": [\"02157274-d0eb-4f5a-8146-11a77baf9c15\", \"fca67424-aa95-4fdd-bb0d-96f1f73f70cf\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 0.63}, \"14446\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-15 05:28:41.000000+00:00\", \"2019-02-13 07:15:01.000000+00:00\"], \"session_ids\": [\"807c0d2b-b865-489b-ab71-67e2cd73adca\", \"65106709-3a93-4802-92fd-f898c3811703\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 1.826}, \"33166\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-13 21:16:48.000000+00:00\", \"2022-12-14 13:02:40.000000+00:00\"], \"session_ids\": [\"9f6e56ea-cd43-4df8-a0a2-7c7ccfffd87a\", \"abf85ef0-2ab0-4897-8b10-e2dc1cd5882f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.115}, \"43618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-12-30 15:56:38.000000+00:00\", \"2020-06-02 07:20:11.000000+00:00\", \"2021-08-27 20:37:07.000000+00:00\", \"2020-09-11 19:00:25.000000+00:00\", \"2021-05-11 00:38:46.000000+00:00\", \"2023-02-10 19:31:36.000000+00:00\", \"2020-09-05 09:38:23.000000+00:00\", \"2022-03-28 01:15:29.000000+00:00\", \"2020-07-24 01:36:43.000000+00:00\"], \"session_ids\": [\"9420a9d7-7101-4c7f-ad7f-381d65018736\", \"9035d3c4-5013-489f-a358-f5172100ed00\", \"267511d2-a626-4099-bde3-58cb6fe7abbc\", \"ac0de9ac-6f3e-4edb-9806-a08abe606d0f\", \"47479a2b-3004-4466-908b-03a97264609f\", \"89ef98ad-0e32-4773-a9ed-eaa84f869337\", \"c69264e7-99e1-4fcb-a868-f53bd1b0c39e\", \"ddf8d3da-d105-412f-918f-ab5ce72d8ead\", \"dfc23393-0ffb-4bde-b399-5e19df895451\"], \"total_duration\": 10977.0, \"total_sessions\": 9, \"mean_week_duration\": 77.851}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"43618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-12-30 15:56:38.000000+00:00\", \"2020-06-02 07:20:11.000000+00:00\", \"2021-08-27 20:37:07.000000+00:00\", \"2020-09-11 19:00:25.000000+00:00\", \"2021-05-11 00:38:46.000000+00:00\", \"2023-02-10 19:31:36.000000+00:00\", \"2020-09-05 09:38:23.000000+00:00\", \"2022-03-28 01:15:29.000000+00:00\", \"2020-07-24 01:36:43.000000+00:00\"], \"session_ids\": [\"9420a9d7-7101-4c7f-ad7f-381d65018736\", \"9035d3c4-5013-489f-a358-f5172100ed00\", \"267511d2-a626-4099-bde3-58cb6fe7abbc\", \"ac0de9ac-6f3e-4edb-9806-a08abe606d0f\", \"47479a2b-3004-4466-908b-03a97264609f\", \"89ef98ad-0e32-4773-a9ed-eaa84f869337\", \"c69264e7-99e1-4fcb-a868-f53bd1b0c39e\", \"ddf8d3da-d105-412f-918f-ab5ce72d8ead\", \"dfc23393-0ffb-4bde-b399-5e19df895451\"], \"total_duration\": 10977.0, \"total_sessions\": 9, \"mean_week_duration\": 77.851}}, {\"66102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-02-21 08:49:29.000000+00:00\", \"2020-12-23 13:38:43.000000+00:00\"], \"session_ids\": [\"1995b653-bbb7-4393-9337-85d75716d892\", \"0baa2d3c-f7bb-4793-9555-0c9c7fb2bc28\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"29205\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-03-28 18:59:04.000000+00:00\", \"2019-07-13 23:51:43.000000+00:00\", \"2022-02-17 09:16:30.000000+00:00\"], \"session_ids\": [\"db85b3ce-81bb-4117-8b45-0b365e788a75\", \"554bf162-5bd5-4c91-97cd-6ad65ef9d084\", \"e23580bb-3724-45f2-af81-09289a913f98\"], \"total_duration\": 449.0, \"total_sessions\": 3, \"mean_week_duration\": 3.301}}, {\"14446\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-15 05:28:41.000000+00:00\", \"2019-02-13 07:15:01.000000+00:00\"], \"session_ids\": [\"807c0d2b-b865-489b-ab71-67e2cd73adca\", \"65106709-3a93-4802-92fd-f898c3811703\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 1.826}}, {\"42912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-13 15:34:33.000000+00:00\", \"2021-06-20 23:05:04.000000+00:00\", \"2021-10-08 18:45:31.000000+00:00\"], \"session_ids\": [\"514ee775-e668-4503-837c-1d20d8aa7f95\", \"eef4f149-392a-440e-914d-ab2d93aaf9c9\", \"1460516c-789e-4468-ba41-50cf5da1da01\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 1.077}}, {\"98552\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 11:49:14.000000+00:00\", \"2019-04-02 13:21:43.000000+00:00\"], \"session_ids\": [\"a395c0e7-710c-4d51-9ae3-8dea5aa79dc7\", \"84ff6181-bf41-4093-8c1d-9d00b64e2be1\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.818}}, {\"84351\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-04 07:40:07.000000+00:00\", \"2019-05-15 13:42:56.000000+00:00\"], \"session_ids\": [\"02157274-d0eb-4f5a-8146-11a77baf9c15\", \"fca67424-aa95-4fdd-bb0d-96f1f73f70cf\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 0.63}}, {\"33166\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-13 21:16:48.000000+00:00\", \"2022-12-14 13:02:40.000000+00:00\"], \"session_ids\": [\"9f6e56ea-cd43-4df8-a0a2-7c7ccfffd87a\", \"abf85ef0-2ab0-4897-8b10-e2dc1cd5882f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.115}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"43618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-12-30 15:56:38.000000+00:00\", \"2020-06-02 07:20:11.000000+00:00\", \"2021-08-27 20:37:07.000000+00:00\", \"2020-09-11 19:00:25.000000+00:00\", \"2021-05-11 00:38:46.000000+00:00\", \"2023-02-10 19:31:36.000000+00:00\", \"2020-09-05 09:38:23.000000+00:00\", \"2022-03-28 01:15:29.000000+00:00\", \"2020-07-24 01:36:43.000000+00:00\"], \"session_ids\": [\"9420a9d7-7101-4c7f-ad7f-381d65018736\", \"9035d3c4-5013-489f-a358-f5172100ed00\", \"267511d2-a626-4099-bde3-58cb6fe7abbc\", \"ac0de9ac-6f3e-4edb-9806-a08abe606d0f\", \"47479a2b-3004-4466-908b-03a97264609f\", \"89ef98ad-0e32-4773-a9ed-eaa84f869337\", \"c69264e7-99e1-4fcb-a868-f53bd1b0c39e\", \"ddf8d3da-d105-412f-918f-ab5ce72d8ead\", \"dfc23393-0ffb-4bde-b399-5e19df895451\"], \"total_duration\": 10977.0, \"total_sessions\": 9, \"mean_week_duration\": 77.851}}, {\"66102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-02-21 08:49:29.000000+00:00\", \"2020-12-23 13:38:43.000000+00:00\"], \"session_ids\": [\"1995b653-bbb7-4393-9337-85d75716d892\", \"0baa2d3c-f7bb-4793-9555-0c9c7fb2bc28\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"29205\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-03-28 18:59:04.000000+00:00\", \"2019-07-13 23:51:43.000000+00:00\", \"2022-02-17 09:16:30.000000+00:00\"], \"session_ids\": [\"db85b3ce-81bb-4117-8b45-0b365e788a75\", \"554bf162-5bd5-4c91-97cd-6ad65ef9d084\", \"e23580bb-3724-45f2-af81-09289a913f98\"], \"total_duration\": 449.0, \"total_sessions\": 3, \"mean_week_duration\": 3.301}}, {\"14446\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-15 05:28:41.000000+00:00\", \"2019-02-13 07:15:01.000000+00:00\"], \"session_ids\": [\"807c0d2b-b865-489b-ab71-67e2cd73adca\", \"65106709-3a93-4802-92fd-f898c3811703\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 1.826}}, {\"42912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-13 15:34:33.000000+00:00\", \"2021-06-20 23:05:04.000000+00:00\", \"2021-10-08 18:45:31.000000+00:00\"], \"session_ids\": [\"514ee775-e668-4503-837c-1d20d8aa7f95\", \"eef4f149-392a-440e-914d-ab2d93aaf9c9\", \"1460516c-789e-4468-ba41-50cf5da1da01\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 1.077}}, {\"98552\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 11:49:14.000000+00:00\", \"2019-04-02 13:21:43.000000+00:00\"], \"session_ids\": [\"a395c0e7-710c-4d51-9ae3-8dea5aa79dc7\", \"84ff6181-bf41-4093-8c1d-9d00b64e2be1\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.818}}, {\"84351\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-04 07:40:07.000000+00:00\", \"2019-05-15 13:42:56.000000+00:00\"], \"session_ids\": [\"02157274-d0eb-4f5a-8146-11a77baf9c15\", \"fca67424-aa95-4fdd-bb0d-96f1f73f70cf\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 0.63}}, {\"33166\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-13 21:16:48.000000+00:00\", \"2022-12-14 13:02:40.000000+00:00\"], \"session_ids\": [\"9f6e56ea-cd43-4df8-a0a2-7c7ccfffd87a\", \"abf85ef0-2ab0-4897-8b10-e2dc1cd5882f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.115}}]\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[{\"43618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-12-30 15:56:38.000000+00:00\", \"2020-06-02 07:20:11.000000+00:00\", \"2021-08-27 20:37:07.000000+00:00\", \"2020-09-11 19:00:25.000000+00:00\", \"2021-05-11 00:38:46.000000+00:00\", \"2023-02-10 19:31:36.000000+00:00\", \"2020-09-05 09:38:23.000000+00:00\", \"2022-03-28 01:15:29.000000+00:00\", \"2020-07-24 01:36:43.000000+00:00\"], \"session_ids\": [\"9420a9d7-7101-4c7f-ad7f-381d65018736\", \"9035d3c4-5013-489f-a358-f5172100ed00\", \"267511d2-a626-4099-bde3-58cb6fe7abbc\", \"ac0de9ac-6f3e-4edb-9806-a08abe606d0f\", \"47479a2b-3004-4466-908b-03a97264609f\", \"89ef98ad-0e32-4773-a9ed-eaa84f869337\", \"c69264e7-99e1-4fcb-a868-f53bd1b0c39e\", \"ddf8d3da-d105-412f-918f-ab5ce72d8ead\", \"dfc23393-0ffb-4bde-b399-5e19df895451\"], \"total_duration\": 10977.0, \"total_sessions\": 9, \"mean_week_duration\": 77.851}}, {\"66102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-02-21 08:49:29.000000+00:00\", \"2020-12-23 13:38:43.000000+00:00\"], \"session_ids\": [\"1995b653-bbb7-4393-9337-85d75716d892\", \"0baa2d3c-f7bb-4793-9555-0c9c7fb2bc28\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"29205\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-03-28 18:59:04.000000+00:00\", \"2019-07-13 23:51:43.000000+00:00\", \"2022-02-17 09:16:30.000000+00:00\"], \"session_ids\": [\"db85b3ce-81bb-4117-8b45-0b365e788a75\", \"554bf162-5bd5-4c91-97cd-6ad65ef9d084\", \"e23580bb-3724-45f2-af81-09289a913f98\"], \"total_duration\": 449.0, \"total_sessions\": 3, \"mean_week_duration\": 3.301}}, {\"14446\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-15 05:28:41.000000+00:00\", \"2019-02-13 07:15:01.000000+00:00\"], \"session_ids\": [\"807c0d2b-b865-489b-ab71-67e2cd73adca\", \"65106709-3a93-4802-92fd-f898c3811703\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 1.826}}, {\"42912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-13 15:34:33.000000+00:00\", \"2021-06-20 23:05:04.000000+00:00\", \"2021-10-08 18:45:31.000000+00:00\"], \"session_ids\": [\"514ee775-e668-4503-837c-1d20d8aa7f95\", \"eef4f149-392a-440e-914d-ab2d93aaf9c9\", \"1460516c-789e-4468-ba41-50cf5da1da01\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 1.077}}, {\"98552\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 11:49:14.000000+00:00\", \"2019-04-02 13:21:43.000000+00:00\"], \"session_ids\": [\"a395c0e7-710c-4d51-9ae3-8dea5aa79dc7\", \"84ff6181-bf41-4093-8c1d-9d00b64e2be1\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.818}}, {\"84351\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-04 07:40:07.000000+00:00\", \"2019-05-15 13:42:56.000000+00:00\"], \"session_ids\": [\"02157274-d0eb-4f5a-8146-11a77baf9c15\", \"fca67424-aa95-4fdd-bb0d-96f1f73f70cf\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 0.63}}, {\"33166\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-13 21:16:48.000000+00:00\", \"2022-12-14 13:02:40.000000+00:00\"], \"session_ids\": [\"9f6e56ea-cd43-4df8-a0a2-7c7ccfffd87a\", \"abf85ef0-2ab0-4897-8b10-e2dc1cd5882f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.115}}]\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 user whose total sessions exceeds 8 while staying below 5, exclusively 5 and 8 also do sorting by total_duration in asc as well as display 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{\"36503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-05 05:54:44.000000+00:00\", \"2020-08-30 01:31:14.000000+00:00\"], \"session_ids\": [\"8bea5a63-b7ac-40ae-898a-da89e7ec3b35\", \"fda97982-d1f6-4917-b6a6-2f5189eadaa4\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.221}, \"24954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-20 09:38:20.000000+00:00\", \"2019-08-19 10:16:11.000000+00:00\"], \"session_ids\": [\"d9cf1381-5d43-4398-87ff-a9de46faf148\", \"aa095b59-fb0c-4274-827c-badda116a500\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.229}, \"34729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-22 14:59:17.000000+00:00\", \"2023-05-16 11:57:43.000000+00:00\", \"2021-09-19 14:57:16.000000+00:00\", \"2021-09-15 23:29:11.000000+00:00\", \"2023-06-25 09:20:58.000000+00:00\", \"2022-01-24 22:34:42.000000+00:00\", \"2023-02-05 04:02:42.000000+00:00\", \"2022-11-22 11:09:59.000000+00:00\", \"2021-10-25 15:55:25.000000+00:00\"], \"session_ids\": [\"25448289-7bc5-452f-a2e4-b7e275891f2c\", \"703e9aa6-ff05-496e-8680-e24e97f227f9\", \"63bbf0b1-ce3c-4025-ab20-31890c208c8c\", \"d25febc4-ae81-4f32-9fcf-f2e4d7f8de0d\", \"395bd126-1ed3-4c0f-9c01-f3cd68394ec7\", \"9500c7ba-98b3-4042-a17c-4a9e44e6624a\", \"8a8d9e56-fb4f-445e-862a-2f34cc4a7be9\", \"2dcdeb15-d4fd-45c4-b3bc-3677713bee5c\", \"dcd0782b-c3dd-4f79-9867-873c2cec3474\"], \"total_duration\": 7708.0, \"total_sessions\": 9, \"mean_week_duration\": 52.081}, \"43666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-20 10:31:44.000000+00:00\", \"2019-10-06 04:57:50.000000+00:00\", \"2020-04-17 18:27:58.000000+00:00\"], \"session_ids\": [\"263b6644-7740-47a5-9246-94d14f535a42\", \"d817ca04-da1d-4234-9573-ea0d15df9fbf\", \"7b8ea530-74cd-4a5c-80da-5b8fbf269c65\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 3.143}, \"24369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-12 17:47:20.000000+00:00\", \"2021-11-05 19:22:23.000000+00:00\", \"2020-04-08 16:39:06.000000+00:00\"], \"session_ids\": [\"0be7bbce-ceec-4d62-8c83-4a9bfd4da28f\", \"14dd94f0-5cec-4c20-aa46-a5ca2108027d\", \"2e06fd96-eaa5-4963-b692-e0c793e22c3e\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 6.123}, \"73734\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2023-01-10 15:32:11.000000+00:00\", \"2021-12-10 18:24:37.000000+00:00\", \"2022-07-29 16:26:27.000000+00:00\", \"2020-07-04 14:45:29.000000+00:00\", \"2019-10-03 04:16:35.000000+00:00\", \"2022-09-27 05:31:52.000000+00:00\"], \"session_ids\": [\"090746e1-0823-44c9-b2b0-77d9f532c456\", \"e9da76db-a73b-4b54-9a82-5bfe5bbd2b16\", \"3e1b5290-41ed-42c7-9b73-aee50a7fc589\", \"df253230-624e-461a-9c47-9db1fafdb5b6\", \"f05d5d6d-65f3-45ef-bf17-2cb990106175\", \"14aae37b-c560-4b5e-9139-b4969346bf4d\"], \"total_duration\": 5963.0, \"total_sessions\": 6, \"mean_week_duration\": 34.871}, \"68015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-04-23 04:33:06.000000+00:00\", \"2021-11-20 17:55:18.000000+00:00\"], \"session_ids\": [\"a2ca08e3-fee8-4c4d-b5ce-e32322bf6450\", \"1e7b518c-abe0-43eb-afc0-84afa31d1265\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.205}, \"8199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-11 14:58:26.000000+00:00\", \"2022-03-01 21:26:35.000000+00:00\", \"2019-05-03 13:49:39.000000+00:00\", \"2022-03-10 20:16:03.000000+00:00\", \"2019-04-08 11:40:50.000000+00:00\", \"2021-02-07 16:14:22.000000+00:00\", \"2021-05-04 07:06:33.000000+00:00\", \"2019-04-27 13:00:18.000000+00:00\", \"2021-06-21 05:55:26.000000+00:00\", \"2021-12-11 22:03:38.000000+00:00\"], \"session_ids\": [\"dcc59890-101b-4208-b057-bda3a819fd47\", \"d0a2fd9f-c0ef-4e1d-b911-7a38ce5fc8cf\", \"a9df58f2-68b7-41fa-ba87-7ae410f19f0f\", \"98db178e-efa1-4222-94de-b677a65b261a\", \"bb83be5f-6c3e-432c-b1f6-54bb5e0f264b\", \"782a8518-1247-4a6f-879b-151c607bb10e\", \"ef5d3fb5-20db-4744-a06b-6477e4136b9d\", \"cf0eb327-7669-4e04-919a-aeafc7149509\", \"c59ff64d-ddf5-4e3b-a215-a4ebf5822150\", \"04e549f1-ce81-4e12-9661-3cca943017c2\"], \"total_duration\": 7363.0, \"total_sessions\": 10, \"mean_week_duration\": 34.407}, \"99015\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-10 13:42:13.000000+00:00\", \"2023-06-07 10:40:11.000000+00:00\"], \"session_ids\": [\"4059e4ff-e15e-4233-a905-f1aaf5791158\", \"aaf4c119-de64-4dbe-8ea9-c82429e5c135\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}, \"30433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-28 04:47:05.000000+00:00\", \"2023-04-27 09:10:04.000000+00:00\", \"2019-10-31 08:15:26.000000+00:00\", \"2019-06-28 12:48:46.000000+00:00\"], \"session_ids\": [\"91e07f76-0c04-4759-8b16-60237e9d9500\", \"a8beb7dc-1a5f-4784-9cd7-e3ce2f719971\", \"808311d8-e577-4165-8738-c867ef1e599d\", \"3814b74b-97e8-4ede-a3ef-b5a0ebe57bf5\"], \"total_duration\": 28.0, \"total_sessions\": 4, \"mean_week_duration\": 0.137}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 5 and are greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-05 05:54:44.000000+00:00\", \"2020-08-30 01:31:14.000000+00:00\"], \"session_ids\": [\"8bea5a63-b7ac-40ae-898a-da89e7ec3b35\", \"fda97982-d1f6-4917-b6a6-2f5189eadaa4\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.221}, \"24954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-20 09:38:20.000000+00:00\", \"2019-08-19 10:16:11.000000+00:00\"], \"session_ids\": [\"d9cf1381-5d43-4398-87ff-a9de46faf148\", \"aa095b59-fb0c-4274-827c-badda116a500\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.229}, \"43666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-20 10:31:44.000000+00:00\", \"2019-10-06 04:57:50.000000+00:00\", \"2020-04-17 18:27:58.000000+00:00\"], \"session_ids\": [\"263b6644-7740-47a5-9246-94d14f535a42\", \"d817ca04-da1d-4234-9573-ea0d15df9fbf\", \"7b8ea530-74cd-4a5c-80da-5b8fbf269c65\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 3.143}, \"24369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-12 17:47:20.000000+00:00\", \"2021-11-05 19:22:23.000000+00:00\", \"2020-04-08 16:39:06.000000+00:00\"], \"session_ids\": [\"0be7bbce-ceec-4d62-8c83-4a9bfd4da28f\", \"14dd94f0-5cec-4c20-aa46-a5ca2108027d\", \"2e06fd96-eaa5-4963-b692-e0c793e22c3e\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 6.123}, \"68015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-04-23 04:33:06.000000+00:00\", \"2021-11-20 17:55:18.000000+00:00\"], \"session_ids\": [\"a2ca08e3-fee8-4c4d-b5ce-e32322bf6450\", \"1e7b518c-abe0-43eb-afc0-84afa31d1265\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.205}, \"99015\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-10 13:42:13.000000+00:00\", \"2023-06-07 10:40:11.000000+00:00\"], \"session_ids\": [\"4059e4ff-e15e-4233-a905-f1aaf5791158\", \"aaf4c119-de64-4dbe-8ea9-c82429e5c135\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}, \"30433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-28 04:47:05.000000+00:00\", \"2023-04-27 09:10:04.000000+00:00\", \"2019-10-31 08:15:26.000000+00:00\", \"2019-06-28 12:48:46.000000+00:00\"], \"session_ids\": [\"91e07f76-0c04-4759-8b16-60237e9d9500\", \"a8beb7dc-1a5f-4784-9cd7-e3ce2f719971\", \"808311d8-e577-4165-8738-c867ef1e599d\", \"3814b74b-97e8-4ede-a3ef-b5a0ebe57bf5\"], \"total_duration\": 28.0, \"total_sessions\": 4, \"mean_week_duration\": 0.137}, \"34729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-22 14:59:17.000000+00:00\", \"2023-05-16 11:57:43.000000+00:00\", \"2021-09-19 14:57:16.000000+00:00\", \"2021-09-15 23:29:11.000000+00:00\", \"2023-06-25 09:20:58.000000+00:00\", \"2022-01-24 22:34:42.000000+00:00\", \"2023-02-05 04:02:42.000000+00:00\", \"2022-11-22 11:09:59.000000+00:00\", \"2021-10-25 15:55:25.000000+00:00\"], \"session_ids\": [\"25448289-7bc5-452f-a2e4-b7e275891f2c\", \"703e9aa6-ff05-496e-8680-e24e97f227f9\", \"63bbf0b1-ce3c-4025-ab20-31890c208c8c\", \"d25febc4-ae81-4f32-9fcf-f2e4d7f8de0d\", \"395bd126-1ed3-4c0f-9c01-f3cd68394ec7\", \"9500c7ba-98b3-4042-a17c-4a9e44e6624a\", \"8a8d9e56-fb4f-445e-862a-2f34cc4a7be9\", \"2dcdeb15-d4fd-45c4-b3bc-3677713bee5c\", \"dcd0782b-c3dd-4f79-9867-873c2cec3474\"], \"total_duration\": 7708.0, \"total_sessions\": 9, \"mean_week_duration\": 52.081}, \"8199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-11 14:58:26.000000+00:00\", \"2022-03-01 21:26:35.000000+00:00\", \"2019-05-03 13:49:39.000000+00:00\", \"2022-03-10 20:16:03.000000+00:00\", \"2019-04-08 11:40:50.000000+00:00\", \"2021-02-07 16:14:22.000000+00:00\", \"2021-05-04 07:06:33.000000+00:00\", \"2019-04-27 13:00:18.000000+00:00\", \"2021-06-21 05:55:26.000000+00:00\", \"2021-12-11 22:03:38.000000+00:00\"], \"session_ids\": [\"dcc59890-101b-4208-b057-bda3a819fd47\", \"d0a2fd9f-c0ef-4e1d-b911-7a38ce5fc8cf\", \"a9df58f2-68b7-41fa-ba87-7ae410f19f0f\", \"98db178e-efa1-4222-94de-b677a65b261a\", \"bb83be5f-6c3e-432c-b1f6-54bb5e0f264b\", \"782a8518-1247-4a6f-879b-151c607bb10e\", \"ef5d3fb5-20db-4744-a06b-6477e4136b9d\", \"cf0eb327-7669-4e04-919a-aeafc7149509\", \"c59ff64d-ddf5-4e3b-a215-a4ebf5822150\", \"04e549f1-ce81-4e12-9661-3cca943017c2\"], \"total_duration\": 7363.0, \"total_sessions\": 10, \"mean_week_duration\": 34.407}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"68015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-04-23 04:33:06.000000+00:00\", \"2021-11-20 17:55:18.000000+00:00\"], \"session_ids\": [\"a2ca08e3-fee8-4c4d-b5ce-e32322bf6450\", \"1e7b518c-abe0-43eb-afc0-84afa31d1265\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.205}}, {\"30433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-28 04:47:05.000000+00:00\", \"2023-04-27 09:10:04.000000+00:00\", \"2019-10-31 08:15:26.000000+00:00\", \"2019-06-28 12:48:46.000000+00:00\"], \"session_ids\": [\"91e07f76-0c04-4759-8b16-60237e9d9500\", \"a8beb7dc-1a5f-4784-9cd7-e3ce2f719971\", \"808311d8-e577-4165-8738-c867ef1e599d\", \"3814b74b-97e8-4ede-a3ef-b5a0ebe57bf5\"], \"total_duration\": 28.0, \"total_sessions\": 4, \"mean_week_duration\": 0.137}}, {\"99015\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-10 13:42:13.000000+00:00\", \"2023-06-07 10:40:11.000000+00:00\"], \"session_ids\": [\"4059e4ff-e15e-4233-a905-f1aaf5791158\", \"aaf4c119-de64-4dbe-8ea9-c82429e5c135\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}}, {\"43666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-20 10:31:44.000000+00:00\", \"2019-10-06 04:57:50.000000+00:00\", \"2020-04-17 18:27:58.000000+00:00\"], \"session_ids\": [\"263b6644-7740-47a5-9246-94d14f535a42\", \"d817ca04-da1d-4234-9573-ea0d15df9fbf\", \"7b8ea530-74cd-4a5c-80da-5b8fbf269c65\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 3.143}}, {\"24954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-20 09:38:20.000000+00:00\", \"2019-08-19 10:16:11.000000+00:00\"], \"session_ids\": [\"d9cf1381-5d43-4398-87ff-a9de46faf148\", \"aa095b59-fb0c-4274-827c-badda116a500\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.229}}, {\"36503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-05 05:54:44.000000+00:00\", \"2020-08-30 01:31:14.000000+00:00\"], \"session_ids\": [\"8bea5a63-b7ac-40ae-898a-da89e7ec3b35\", \"fda97982-d1f6-4917-b6a6-2f5189eadaa4\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.221}}, {\"24369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-12 17:47:20.000000+00:00\", \"2021-11-05 19:22:23.000000+00:00\", \"2020-04-08 16:39:06.000000+00:00\"], \"session_ids\": [\"0be7bbce-ceec-4d62-8c83-4a9bfd4da28f\", \"14dd94f0-5cec-4c20-aa46-a5ca2108027d\", \"2e06fd96-eaa5-4963-b692-e0c793e22c3e\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 6.123}}, {\"8199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-11 14:58:26.000000+00:00\", \"2022-03-01 21:26:35.000000+00:00\", \"2019-05-03 13:49:39.000000+00:00\", \"2022-03-10 20:16:03.000000+00:00\", \"2019-04-08 11:40:50.000000+00:00\", \"2021-02-07 16:14:22.000000+00:00\", \"2021-05-04 07:06:33.000000+00:00\", \"2019-04-27 13:00:18.000000+00:00\", \"2021-06-21 05:55:26.000000+00:00\", \"2021-12-11 22:03:38.000000+00:00\"], \"session_ids\": [\"dcc59890-101b-4208-b057-bda3a819fd47\", \"d0a2fd9f-c0ef-4e1d-b911-7a38ce5fc8cf\", \"a9df58f2-68b7-41fa-ba87-7ae410f19f0f\", \"98db178e-efa1-4222-94de-b677a65b261a\", \"bb83be5f-6c3e-432c-b1f6-54bb5e0f264b\", \"782a8518-1247-4a6f-879b-151c607bb10e\", \"ef5d3fb5-20db-4744-a06b-6477e4136b9d\", \"cf0eb327-7669-4e04-919a-aeafc7149509\", \"c59ff64d-ddf5-4e3b-a215-a4ebf5822150\", \"04e549f1-ce81-4e12-9661-3cca943017c2\"], \"total_duration\": 7363.0, \"total_sessions\": 10, \"mean_week_duration\": 34.407}}, {\"34729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-22 14:59:17.000000+00:00\", \"2023-05-16 11:57:43.000000+00:00\", \"2021-09-19 14:57:16.000000+00:00\", \"2021-09-15 23:29:11.000000+00:00\", \"2023-06-25 09:20:58.000000+00:00\", \"2022-01-24 22:34:42.000000+00:00\", \"2023-02-05 04:02:42.000000+00:00\", \"2022-11-22 11:09:59.000000+00:00\", \"2021-10-25 15:55:25.000000+00:00\"], \"session_ids\": [\"25448289-7bc5-452f-a2e4-b7e275891f2c\", \"703e9aa6-ff05-496e-8680-e24e97f227f9\", \"63bbf0b1-ce3c-4025-ab20-31890c208c8c\", \"d25febc4-ae81-4f32-9fcf-f2e4d7f8de0d\", \"395bd126-1ed3-4c0f-9c01-f3cd68394ec7\", \"9500c7ba-98b3-4042-a17c-4a9e44e6624a\", \"8a8d9e56-fb4f-445e-862a-2f34cc4a7be9\", \"2dcdeb15-d4fd-45c4-b3bc-3677713bee5c\", \"dcd0782b-c3dd-4f79-9867-873c2cec3474\"], \"total_duration\": 7708.0, \"total_sessions\": 9, \"mean_week_duration\": 52.081}}]\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[{\"68015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-04-23 04:33:06.000000+00:00\", \"2021-11-20 17:55:18.000000+00:00\"], \"session_ids\": [\"a2ca08e3-fee8-4c4d-b5ce-e32322bf6450\", \"1e7b518c-abe0-43eb-afc0-84afa31d1265\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.205}}, {\"30433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-28 04:47:05.000000+00:00\", \"2023-04-27 09:10:04.000000+00:00\", \"2019-10-31 08:15:26.000000+00:00\", \"2019-06-28 12:48:46.000000+00:00\"], \"session_ids\": [\"91e07f76-0c04-4759-8b16-60237e9d9500\", \"a8beb7dc-1a5f-4784-9cd7-e3ce2f719971\", \"808311d8-e577-4165-8738-c867ef1e599d\", \"3814b74b-97e8-4ede-a3ef-b5a0ebe57bf5\"], \"total_duration\": 28.0, \"total_sessions\": 4, \"mean_week_duration\": 0.137}}, {\"99015\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-10 13:42:13.000000+00:00\", \"2023-06-07 10:40:11.000000+00:00\"], \"session_ids\": [\"4059e4ff-e15e-4233-a905-f1aaf5791158\", \"aaf4c119-de64-4dbe-8ea9-c82429e5c135\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}}]\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[{\"68015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-04-23 04:33:06.000000+00:00\", \"2021-11-20 17:55:18.000000+00:00\"], \"session_ids\": [\"a2ca08e3-fee8-4c4d-b5ce-e32322bf6450\", \"1e7b518c-abe0-43eb-afc0-84afa31d1265\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.205}}, {\"30433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-28 04:47:05.000000+00:00\", \"2023-04-27 09:10:04.000000+00:00\", \"2019-10-31 08:15:26.000000+00:00\", \"2019-06-28 12:48:46.000000+00:00\"], \"session_ids\": [\"91e07f76-0c04-4759-8b16-60237e9d9500\", \"a8beb7dc-1a5f-4784-9cd7-e3ce2f719971\", \"808311d8-e577-4165-8738-c867ef1e599d\", \"3814b74b-97e8-4ede-a3ef-b5a0ebe57bf5\"], \"total_duration\": 28.0, \"total_sessions\": 4, \"mean_week_duration\": 0.137}}, {\"99015\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-10 13:42:13.000000+00:00\", \"2023-06-07 10:40:11.000000+00:00\"], \"session_ids\": [\"4059e4ff-e15e-4233-a905-f1aaf5791158\", \"aaf4c119-de64-4dbe-8ea9-c82429e5c135\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 3 users who aren't residing in cities Moscow, Lisbon, Buenos Aires, San Juan plus implement sorting by city name in desc and remain only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-26 12:39:45.000000+00:00\", \"2020-01-19 06:53:42.000000+00:00\"], \"session_ids\": [\"7a5db49f-d23c-4faf-95ad-9dff4c6908a1\", \"47598582-ab46-4ed8-8d4a-a77d3c1bbc62\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}, \"80091\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-10-15 16:13:10.000000+00:00\", \"2023-01-22 06:37:21.000000+00:00\", \"2019-01-27 13:57:12.000000+00:00\", \"2019-02-06 16:49:24.000000+00:00\", \"2021-03-06 12:55:56.000000+00:00\", \"2020-07-09 01:59:23.000000+00:00\", \"2020-11-12 14:15:32.000000+00:00\", \"2020-07-05 20:08:51.000000+00:00\", \"2019-08-03 07:12:29.000000+00:00\", \"2019-07-04 07:04:15.000000+00:00\"], \"session_ids\": [\"373e6afd-a33a-4353-9459-3a402aea261b\", \"a85755ad-0879-45e9-956e-762a7936f080\", \"60b844aa-f9c0-4b17-98f7-6d04f56b02bb\", \"063a5fbf-8152-4ea3-951a-78c8ff983496\", \"ce825862-f50a-4572-be7d-ebb39466f88b\", \"10f6e4da-f3a9-4b90-8961-7cfaabc60869\", \"e6a896e8-a5b5-40ad-a254-d2fd07517958\", \"9684daf3-afcc-4887-97bd-4dc66b8f1c19\", \"42eecd28-c3e5-41b3-be18-eabbf57eb13d\", \"e680f4a2-29ea-4f5f-899d-6475c3a6899a\"], \"total_duration\": 5591.0, \"total_sessions\": 10, \"mean_week_duration\": 26.88}, \"25778\": {\"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\": \"Lisbon\", \"datetimes\": [\"2021-01-27 04:23:38.000000+00:00\", \"2023-04-15 02:30:24.000000+00:00\", \"2019-01-26 14:47:36.000000+00:00\"], \"session_ids\": [\"e4520cd5-61b9-4c92-80eb-3e09748cd77b\", \"93a1c7a0-56c9-4f31-9730-d92fb9dc1360\", \"2e3e149e-d998-4962-8cdf-06c4b4e33506\"], \"total_duration\": 200.0, \"total_sessions\": 3, \"mean_week_duration\": 0.909}, \"52041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-07 09:32:00.000000+00:00\", \"2021-11-24 21:53:28.000000+00:00\"], \"session_ids\": [\"9a8118fe-63d7-4f39-851b-ea429b703480\", \"12fac960-8ad3-4d7f-9c8c-170ba0c20227\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 1.96}, \"37610\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-21 08:01:54.000000+00:00\", \"2023-02-18 10:14:32.000000+00:00\", \"2021-09-07 07:31:40.000000+00:00\", \"2022-08-18 21:50:27.000000+00:00\", \"2023-01-21 05:50:24.000000+00:00\", \"2020-04-24 11:33:36.000000+00:00\"], \"session_ids\": [\"56bf1c91-69d7-4320-b5aa-597e76f033dd\", \"4d768481-3611-4ea2-9d72-45c079cb0ec8\", \"267d9bfa-73da-47c2-8f5e-0338756306c6\", \"66ded32e-ccd0-4606-b6c2-af6df1428583\", \"e664906f-1db7-45d3-8114-210f3a00479c\", \"73ac3c5f-6727-4466-8c5c-025d6d573321\"], \"total_duration\": 2088.0, \"total_sessions\": 6, \"mean_week_duration\": 14.204}, \"73679\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-01 13:35:01.000000+00:00\", \"2020-01-05 06:17:50.000000+00:00\", \"2020-07-22 18:06:40.000000+00:00\"], \"session_ids\": [\"1816915b-d10d-4d4d-9d44-6b69cccc3846\", \"5003d76a-4cd8-4ef3-9a59-36c152dd834c\", \"2089be5f-f915-446c-b272-cb135b38cbed\"], \"total_duration\": 412.0, \"total_sessions\": 3, \"mean_week_duration\": 2.964}, \"71138\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-21 13:08:23.000000+00:00\", \"2022-06-04 11:14:10.000000+00:00\"], \"session_ids\": [\"318ae7f4-c2b1-4d07-a129-b3c0942077f5\", \"ffc136d1-6335-40af-9143-7847ac5dc9f2\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.464}, \"90261\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-05-28 02:50:23.000000+00:00\", \"2020-04-09 02:46:01.000000+00:00\"], \"session_ids\": [\"7e8b45f7-88e7-41d8-996e-544ae231a2d7\", \"ffacb5b6-a898-4531-9fee-617c48721e53\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.152}, \"51477\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-16 16:34:33.000000+00:00\", \"2022-08-06 13:34:22.000000+00:00\", \"2023-02-16 12:42:40.000000+00:00\"], \"session_ids\": [\"61af44a3-6090-4718-ba6e-0d48de1ba260\", \"04d45356-7d9d-4559-b55d-db18328c270c\", \"b1866b11-73fb-45a9-ad7a-926f2d55618b\"], \"total_duration\": 575.0, \"total_sessions\": 3, \"mean_week_duration\": 20.536}, \"33323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-17 09:00:46.000000+00:00\", \"2019-04-18 02:54:36.000000+00:00\"], \"session_ids\": [\"6367886c-0884-4bd7-a20d-202a4d408f3e\", \"8911e3e5-8a4b-49aa-a294-d77398fb4ba6\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.534}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Moscow, Larebon, Buenos Aires, San Juan"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Moscow\", \"Lisbon\", \"Buenos Aires\", \"San Juan\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-26 12:39:45.000000+00:00\", \"2020-01-19 06:53:42.000000+00:00\"], \"session_ids\": [\"7a5db49f-d23c-4faf-95ad-9dff4c6908a1\", \"47598582-ab46-4ed8-8d4a-a77d3c1bbc62\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}, \"80091\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-10-15 16:13:10.000000+00:00\", \"2023-01-22 06:37:21.000000+00:00\", \"2019-01-27 13:57:12.000000+00:00\", \"2019-02-06 16:49:24.000000+00:00\", \"2021-03-06 12:55:56.000000+00:00\", \"2020-07-09 01:59:23.000000+00:00\", \"2020-11-12 14:15:32.000000+00:00\", \"2020-07-05 20:08:51.000000+00:00\", \"2019-08-03 07:12:29.000000+00:00\", \"2019-07-04 07:04:15.000000+00:00\"], \"session_ids\": [\"373e6afd-a33a-4353-9459-3a402aea261b\", \"a85755ad-0879-45e9-956e-762a7936f080\", \"60b844aa-f9c0-4b17-98f7-6d04f56b02bb\", \"063a5fbf-8152-4ea3-951a-78c8ff983496\", \"ce825862-f50a-4572-be7d-ebb39466f88b\", \"10f6e4da-f3a9-4b90-8961-7cfaabc60869\", \"e6a896e8-a5b5-40ad-a254-d2fd07517958\", \"9684daf3-afcc-4887-97bd-4dc66b8f1c19\", \"42eecd28-c3e5-41b3-be18-eabbf57eb13d\", \"e680f4a2-29ea-4f5f-899d-6475c3a6899a\"], \"total_duration\": 5591.0, \"total_sessions\": 10, \"mean_week_duration\": 26.88}, \"52041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-07 09:32:00.000000+00:00\", \"2021-11-24 21:53:28.000000+00:00\"], \"session_ids\": [\"9a8118fe-63d7-4f39-851b-ea429b703480\", \"12fac960-8ad3-4d7f-9c8c-170ba0c20227\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 1.96}, \"37610\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-21 08:01:54.000000+00:00\", \"2023-02-18 10:14:32.000000+00:00\", \"2021-09-07 07:31:40.000000+00:00\", \"2022-08-18 21:50:27.000000+00:00\", \"2023-01-21 05:50:24.000000+00:00\", \"2020-04-24 11:33:36.000000+00:00\"], \"session_ids\": [\"56bf1c91-69d7-4320-b5aa-597e76f033dd\", \"4d768481-3611-4ea2-9d72-45c079cb0ec8\", \"267d9bfa-73da-47c2-8f5e-0338756306c6\", \"66ded32e-ccd0-4606-b6c2-af6df1428583\", \"e664906f-1db7-45d3-8114-210f3a00479c\", \"73ac3c5f-6727-4466-8c5c-025d6d573321\"], \"total_duration\": 2088.0, \"total_sessions\": 6, \"mean_week_duration\": 14.204}, \"73679\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-01 13:35:01.000000+00:00\", \"2020-01-05 06:17:50.000000+00:00\", \"2020-07-22 18:06:40.000000+00:00\"], \"session_ids\": [\"1816915b-d10d-4d4d-9d44-6b69cccc3846\", \"5003d76a-4cd8-4ef3-9a59-36c152dd834c\", \"2089be5f-f915-446c-b272-cb135b38cbed\"], \"total_duration\": 412.0, \"total_sessions\": 3, \"mean_week_duration\": 2.964}, \"71138\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-21 13:08:23.000000+00:00\", \"2022-06-04 11:14:10.000000+00:00\"], \"session_ids\": [\"318ae7f4-c2b1-4d07-a129-b3c0942077f5\", \"ffc136d1-6335-40af-9143-7847ac5dc9f2\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.464}, \"90261\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-05-28 02:50:23.000000+00:00\", \"2020-04-09 02:46:01.000000+00:00\"], \"session_ids\": [\"7e8b45f7-88e7-41d8-996e-544ae231a2d7\", \"ffacb5b6-a898-4531-9fee-617c48721e53\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.152}, \"51477\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-16 16:34:33.000000+00:00\", \"2022-08-06 13:34:22.000000+00:00\", \"2023-02-16 12:42:40.000000+00:00\"], \"session_ids\": [\"61af44a3-6090-4718-ba6e-0d48de1ba260\", \"04d45356-7d9d-4559-b55d-db18328c270c\", \"b1866b11-73fb-45a9-ad7a-926f2d55618b\"], \"total_duration\": 575.0, \"total_sessions\": 3, \"mean_week_duration\": 20.536}, \"33323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-17 09:00:46.000000+00:00\", \"2019-04-18 02:54:36.000000+00:00\"], \"session_ids\": [\"6367886c-0884-4bd7-a20d-202a4d408f3e\", \"8911e3e5-8a4b-49aa-a294-d77398fb4ba6\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.534}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51477\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-16 16:34:33.000000+00:00\", \"2022-08-06 13:34:22.000000+00:00\", \"2023-02-16 12:42:40.000000+00:00\"], \"session_ids\": [\"61af44a3-6090-4718-ba6e-0d48de1ba260\", \"04d45356-7d9d-4559-b55d-db18328c270c\", \"b1866b11-73fb-45a9-ad7a-926f2d55618b\"], \"total_duration\": 575.0, \"total_sessions\": 3, \"mean_week_duration\": 20.536}}, {\"79273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-26 12:39:45.000000+00:00\", \"2020-01-19 06:53:42.000000+00:00\"], \"session_ids\": [\"7a5db49f-d23c-4faf-95ad-9dff4c6908a1\", \"47598582-ab46-4ed8-8d4a-a77d3c1bbc62\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}}, {\"71138\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-21 13:08:23.000000+00:00\", \"2022-06-04 11:14:10.000000+00:00\"], \"session_ids\": [\"318ae7f4-c2b1-4d07-a129-b3c0942077f5\", \"ffc136d1-6335-40af-9143-7847ac5dc9f2\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.464}}, {\"80091\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-10-15 16:13:10.000000+00:00\", \"2023-01-22 06:37:21.000000+00:00\", \"2019-01-27 13:57:12.000000+00:00\", \"2019-02-06 16:49:24.000000+00:00\", \"2021-03-06 12:55:56.000000+00:00\", \"2020-07-09 01:59:23.000000+00:00\", \"2020-11-12 14:15:32.000000+00:00\", \"2020-07-05 20:08:51.000000+00:00\", \"2019-08-03 07:12:29.000000+00:00\", \"2019-07-04 07:04:15.000000+00:00\"], \"session_ids\": [\"373e6afd-a33a-4353-9459-3a402aea261b\", \"a85755ad-0879-45e9-956e-762a7936f080\", \"60b844aa-f9c0-4b17-98f7-6d04f56b02bb\", \"063a5fbf-8152-4ea3-951a-78c8ff983496\", \"ce825862-f50a-4572-be7d-ebb39466f88b\", \"10f6e4da-f3a9-4b90-8961-7cfaabc60869\", \"e6a896e8-a5b5-40ad-a254-d2fd07517958\", \"9684daf3-afcc-4887-97bd-4dc66b8f1c19\", \"42eecd28-c3e5-41b3-be18-eabbf57eb13d\", \"e680f4a2-29ea-4f5f-899d-6475c3a6899a\"], \"total_duration\": 5591.0, \"total_sessions\": 10, \"mean_week_duration\": 26.88}}, {\"90261\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-05-28 02:50:23.000000+00:00\", \"2020-04-09 02:46:01.000000+00:00\"], \"session_ids\": [\"7e8b45f7-88e7-41d8-996e-544ae231a2d7\", \"ffacb5b6-a898-4531-9fee-617c48721e53\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.152}}, {\"33323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-17 09:00:46.000000+00:00\", \"2019-04-18 02:54:36.000000+00:00\"], \"session_ids\": [\"6367886c-0884-4bd7-a20d-202a4d408f3e\", \"8911e3e5-8a4b-49aa-a294-d77398fb4ba6\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.534}}, {\"52041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-07 09:32:00.000000+00:00\", \"2021-11-24 21:53:28.000000+00:00\"], \"session_ids\": [\"9a8118fe-63d7-4f39-851b-ea429b703480\", \"12fac960-8ad3-4d7f-9c8c-170ba0c20227\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 1.96}}, {\"37610\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-21 08:01:54.000000+00:00\", \"2023-02-18 10:14:32.000000+00:00\", \"2021-09-07 07:31:40.000000+00:00\", \"2022-08-18 21:50:27.000000+00:00\", \"2023-01-21 05:50:24.000000+00:00\", \"2020-04-24 11:33:36.000000+00:00\"], \"session_ids\": [\"56bf1c91-69d7-4320-b5aa-597e76f033dd\", \"4d768481-3611-4ea2-9d72-45c079cb0ec8\", \"267d9bfa-73da-47c2-8f5e-0338756306c6\", \"66ded32e-ccd0-4606-b6c2-af6df1428583\", \"e664906f-1db7-45d3-8114-210f3a00479c\", \"73ac3c5f-6727-4466-8c5c-025d6d573321\"], \"total_duration\": 2088.0, \"total_sessions\": 6, \"mean_week_duration\": 14.204}}, {\"73679\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-01 13:35:01.000000+00:00\", \"2020-01-05 06:17:50.000000+00:00\", \"2020-07-22 18:06:40.000000+00:00\"], \"session_ids\": [\"1816915b-d10d-4d4d-9d44-6b69cccc3846\", \"5003d76a-4cd8-4ef3-9a59-36c152dd834c\", \"2089be5f-f915-446c-b272-cb135b38cbed\"], \"total_duration\": 412.0, \"total_sessions\": 3, \"mean_week_duration\": 2.964}}]\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[{\"51477\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-16 16:34:33.000000+00:00\", \"2022-08-06 13:34:22.000000+00:00\", \"2023-02-16 12:42:40.000000+00:00\"], \"session_ids\": [\"61af44a3-6090-4718-ba6e-0d48de1ba260\", \"04d45356-7d9d-4559-b55d-db18328c270c\", \"b1866b11-73fb-45a9-ad7a-926f2d55618b\"], \"total_duration\": 575.0, \"total_sessions\": 3, \"mean_week_duration\": 20.536}}, {\"79273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-26 12:39:45.000000+00:00\", \"2020-01-19 06:53:42.000000+00:00\"], \"session_ids\": [\"7a5db49f-d23c-4faf-95ad-9dff4c6908a1\", \"47598582-ab46-4ed8-8d4a-a77d3c1bbc62\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}}, {\"71138\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-21 13:08:23.000000+00:00\", \"2022-06-04 11:14:10.000000+00:00\"], \"session_ids\": [\"318ae7f4-c2b1-4d07-a129-b3c0942077f5\", \"ffc136d1-6335-40af-9143-7847ac5dc9f2\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.464}}]\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[{\"51477\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-16 16:34:33.000000+00:00\", \"2022-08-06 13:34:22.000000+00:00\", \"2023-02-16 12:42:40.000000+00:00\"], \"session_ids\": [\"61af44a3-6090-4718-ba6e-0d48de1ba260\", \"04d45356-7d9d-4559-b55d-db18328c270c\", \"b1866b11-73fb-45a9-ad7a-926f2d55618b\"], \"total_duration\": 575.0, \"total_sessions\": 3, \"mean_week_duration\": 20.536}}, {\"79273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-26 12:39:45.000000+00:00\", \"2020-01-19 06:53:42.000000+00:00\"], \"session_ids\": [\"7a5db49f-d23c-4faf-95ad-9dff4c6908a1\", \"47598582-ab46-4ed8-8d4a-a77d3c1bbc62\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}}, {\"71138\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-21 13:08:23.000000+00:00\", \"2022-06-04 11:14:10.000000+00:00\"], \"session_ids\": [\"318ae7f4-c2b1-4d07-a129-b3c0942077f5\", \"ffc136d1-6335-40af-9143-7847ac5dc9f2\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.464}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user who is user with lowest overall sessions count and in addition put to use sorting by city title form the highest value to the lowest 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{\"85634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-19 09:40:52.000000+00:00\", \"2022-05-04 16:35:46.000000+00:00\"], \"session_ids\": [\"01d80e54-911e-4717-8729-7a7c32be07f5\", \"1129fd47-bf9e-4acf-9b2a-5d78bdd43029\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 18.0}, \"82423\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-11 04:28:04.000000+00:00\", \"2021-09-25 11:52:53.000000+00:00\"], \"session_ids\": [\"98ebbe07-693c-4a8f-a991-9ec8baa4a334\", \"41632add-a20d-45d6-9c5a-673e4241482b\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.786}, \"64722\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-12 20:49:43.000000+00:00\", \"2022-04-01 00:02:06.000000+00:00\", \"2021-09-19 20:37:15.000000+00:00\", \"2020-02-08 07:00:44.000000+00:00\", \"2019-02-28 11:50:19.000000+00:00\", \"2021-10-23 08:51:29.000000+00:00\"], \"session_ids\": [\"74cf257a-51f4-4033-ab29-8b27840b6ba8\", \"10c5c27d-4b02-46d6-97bb-fd7baf819c53\", \"f959b5a2-6bc4-4b7b-94ce-eb334c68d374\", \"6a4416fa-5777-4af2-bb9f-70d23f3f0193\", \"61273848-5479-40be-9e19-a52eae2213f2\", \"53772085-96d3-4d29-b43e-1fae314351b8\"], \"total_duration\": 4492.0, \"total_sessions\": 6, \"mean_week_duration\": 27.901}, \"81816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-08 05:18:35.000000+00:00\", \"2021-02-03 05:37:17.000000+00:00\", \"2020-08-27 19:26:07.000000+00:00\"], \"session_ids\": [\"0448c7a7-2179-4bd0-aa5f-f2101eeb6c14\", \"38262bf8-fba8-47fd-bb99-de29ba96c4eb\", \"89456a1b-52f8-4a92-9451-bb9e857049b4\"], \"total_duration\": 795.0, \"total_sessions\": 3, \"mean_week_duration\": 9.938}, \"16220\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-28 20:24:29.000000+00:00\", \"2019-06-14 12:22:25.000000+00:00\", \"2022-07-10 00:54:03.000000+00:00\"], \"session_ids\": [\"c5502b3d-72e8-4e24-8efc-2166aa3ac9cb\", \"0e2686ac-3a8a-4c38-b45c-78fc2d48b597\", \"aec5d90e-eed5-4c3b-9433-c14c93473092\"], \"total_duration\": 433.0, \"total_sessions\": 3, \"mean_week_duration\": 2.689}, \"71170\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-12 01:31:57.000000+00:00\", \"2019-03-20 00:53:41.000000+00:00\", \"2021-12-02 06:20:22.000000+00:00\", \"2019-09-13 02:29:31.000000+00:00\", \"2020-03-06 11:02:23.000000+00:00\"], \"session_ids\": [\"22ef2d74-3bd5-41d7-9c22-eca285d0f82d\", \"037e20d0-f042-459b-b7bf-380c33997897\", \"1ce3932c-2df5-47ee-b19c-567ab18aee0f\", \"ca87ae97-1feb-4e64-9602-0be9e9c7bb09\", \"43f76f68-6a7d-4fcb-8d77-7b217d8edfed\"], \"total_duration\": 2970.0, \"total_sessions\": 5, \"mean_week_duration\": 20.915}, \"28340\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-15 17:55:22.000000+00:00\", \"2020-07-05 14:15:57.000000+00:00\", \"2021-08-16 01:09:20.000000+00:00\"], \"session_ids\": [\"7148b970-0668-47fb-a3d3-9e268ca4e17a\", \"7516e373-01bb-4d46-a12e-ca84ff97bdee\", \"42938e2a-2057-4268-9687-b17f16ac5842\"], \"total_duration\": 878.0, \"total_sessions\": 3, \"mean_week_duration\": 13.303}, \"92306\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-19 02:59:28.000000+00:00\", \"2021-06-17 17:09:15.000000+00:00\", \"2021-06-09 06:36:05.000000+00:00\", \"2019-09-11 16:41:08.000000+00:00\", \"2021-04-14 19:47:08.000000+00:00\", \"2019-02-08 00:44:06.000000+00:00\"], \"session_ids\": [\"d018a60a-2628-4395-b010-28e8b9198115\", \"dc613b17-8e47-4322-878d-97258c1533c3\", \"8b474159-294b-4151-8710-986d27a0fe75\", \"51f9f2ba-004f-4303-a20b-dd42c4cd5104\", \"481a33e7-020d-4975-b8aa-c5609a149690\", \"8183aec5-c732-4e76-a1eb-666fa50fb5dc\"], \"total_duration\": 134.0, \"total_sessions\": 6, \"mean_week_duration\": 1.089}, \"59111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2020-06-11 19:38:33.000000+00:00\", \"2020-01-25 09:24:55.000000+00:00\"], \"session_ids\": [\"db908f27-fe72-4464-8caa-8cd13651a532\", \"d46349fd-4dbb-4bfa-bc54-57170351442c\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}, \"4988\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-07 22:23:41.000000+00:00\", \"2023-06-10 08:49:02.000000+00:00\", \"2021-10-10 00:40:38.000000+00:00\", \"2021-06-10 09:45:19.000000+00:00\", \"2022-03-30 18:11:48.000000+00:00\"], \"session_ids\": [\"ba28ce40-841f-4eec-b046-55c2acd460db\", \"ce308fc9-748f-4609-b1f1-6864b1ac663b\", \"fa1beadf-ee01-4b4f-82d1-96cca2caeefa\", \"3d9822b6-3d04-4798-b78f-426bdb500ee3\", \"50ee8087-fc5a-451b-8218-b6f980306da1\"], \"total_duration\": 2310.0, \"total_sessions\": 5, \"mean_week_duration\": 15.098}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 1 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-19 09:40:52.000000+00:00\", \"2022-05-04 16:35:46.000000+00:00\"], \"session_ids\": [\"01d80e54-911e-4717-8729-7a7c32be07f5\", \"1129fd47-bf9e-4acf-9b2a-5d78bdd43029\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 18.0}}, {\"82423\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-11 04:28:04.000000+00:00\", \"2021-09-25 11:52:53.000000+00:00\"], \"session_ids\": [\"98ebbe07-693c-4a8f-a991-9ec8baa4a334\", \"41632add-a20d-45d6-9c5a-673e4241482b\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.786}}, {\"59111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2020-06-11 19:38:33.000000+00:00\", \"2020-01-25 09:24:55.000000+00:00\"], \"session_ids\": [\"db908f27-fe72-4464-8caa-8cd13651a532\", \"d46349fd-4dbb-4bfa-bc54-57170351442c\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2020-06-11 19:38:33.000000+00:00\", \"2020-01-25 09:24:55.000000+00:00\"], \"session_ids\": [\"db908f27-fe72-4464-8caa-8cd13651a532\", \"d46349fd-4dbb-4bfa-bc54-57170351442c\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}}, {\"85634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-19 09:40:52.000000+00:00\", \"2022-05-04 16:35:46.000000+00:00\"], \"session_ids\": [\"01d80e54-911e-4717-8729-7a7c32be07f5\", \"1129fd47-bf9e-4acf-9b2a-5d78bdd43029\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 18.0}}, {\"82423\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-11 04:28:04.000000+00:00\", \"2021-09-25 11:52:53.000000+00:00\"], \"session_ids\": [\"98ebbe07-693c-4a8f-a991-9ec8baa4a334\", \"41632add-a20d-45d6-9c5a-673e4241482b\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.786}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2020-06-11 19:38:33.000000+00:00\", \"2020-01-25 09:24:55.000000+00:00\"], \"session_ids\": [\"db908f27-fe72-4464-8caa-8cd13651a532\", \"d46349fd-4dbb-4bfa-bc54-57170351442c\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}}]\n```\n"
}
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.