conversations
list |
|---|
[
{
"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[{\"23670\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-17 07:51:41.000000+00:00\", \"2022-06-05 09:43:49.000000+00:00\", \"2022-01-20 21:04:47.000000+00:00\", \"2022-11-14 16:23:41.000000+00:00\", \"2021-06-04 17:22:50.000000+00:00\"], \"session_ids\": [\"1a42c2e1-6d6d-4d0f-9e65-0a6d2bf404a7\", \"b333b890-f304-4ff4-87e4-166f006fbc5d\", \"d48140e8-b0e0-4ead-bb00-24951d0be20f\", \"de94dfd1-ff31-46e0-8dc1-b8c572add0de\", \"ddf49e40-9ab2-441d-bfba-944f606b861a\"], \"total_duration\": 86.0, \"total_sessions\": 5, \"mean_week_duration\": 1.132}}, {\"99691\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-14 14:58:50.000000+00:00\", \"2023-06-21 23:00:54.000000+00:00\", \"2023-03-21 21:48:22.000000+00:00\", \"2021-04-12 18:17:06.000000+00:00\", \"2021-04-24 01:33:01.000000+00:00\", \"2020-08-29 20:26:43.000000+00:00\"], \"session_ids\": [\"173bc6ee-0cf0-431e-b2a7-e78d44f53517\", \"27b816fb-ff4f-4fbe-b1fe-3806593f0d0d\", \"2e5d5205-e9a5-4bc6-bb70-36a1b4563ec8\", \"8024802f-3e4e-4043-bf01-fa902ec5c069\", \"48072800-6cfe-4119-b234-e645b212718d\", \"ea7d401b-1641-4f21-8b36-431fedc639e8\"], \"total_duration\": 75.0, \"total_sessions\": 6, \"mean_week_duration\": 0.51}}, {\"67274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-09 20:09:06.000000+00:00\", \"2020-11-25 07:24:11.000000+00:00\", \"2020-11-04 06:41:20.000000+00:00\", \"2020-04-15 19:25:16.000000+00:00\", \"2020-05-28 12:50:26.000000+00:00\", \"2021-08-27 11:33:20.000000+00:00\"], \"session_ids\": [\"f4eebc67-2f5d-42e9-9f35-884c60c08c7f\", \"ca1d5917-5da4-48fc-a455-b66361768aa5\", \"bf2fb744-a1c9-45fa-8cab-f2dd35a32ed4\", \"0c7c979a-5167-4982-9629-93e9c592ff96\", \"c6208d21-4458-45c3-b8c7-d93f8aef1d37\", \"8c9c7572-5ad9-4fb6-ac03-75e25ac56b15\"], \"total_duration\": 4214.0, \"total_sessions\": 6, \"mean_week_duration\": 32.667}}]\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": "Display to me users pieces of information who aren't living in cities Warsaw, Paris, New York City, Oslo, Cape Town, Quito, Mumbai as well as carry out sorting by duration summation in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 6, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-29 04:01:50.000000+00:00\", \"2019-07-11 02:11:13.000000+00:00\"], \"session_ids\": [\"2ccc770f-8978-4c77-97ff-a71905e56662\", \"b2f4cda7-22bf-4c50-9856-c4d520fbf3e1\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 7.851}, \"7577\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-13 02:30:14.000000+00:00\", \"2019-01-24 03:08:06.000000+00:00\"], \"session_ids\": [\"8c43cd3c-3bab-40eb-aed8-9142c22cc064\", \"fc699c33-1562-48f5-9922-65b38bb537f2\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 0.961}, \"19677\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-09-22 00:56:56.000000+00:00\", \"2022-04-09 22:25:32.000000+00:00\"], \"session_ids\": [\"9c03deeb-22b9-4796-bb61-12899d81bcef\", \"ad6037a3-73c3-446f-b008-e5b631521d24\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.624}, \"97571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-19 07:13:31.000000+00:00\", \"2022-09-28 16:36:07.000000+00:00\"], \"session_ids\": [\"f5021e1e-0d35-409c-a560-e4b9a093ed4e\", \"395e72ab-2026-46b0-8c56-fed9dfa02821\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 171.5}, \"60076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-01 17:43:50.000000+00:00\", \"2022-04-22 14:24:46.000000+00:00\", \"2022-05-03 12:27:38.000000+00:00\", \"2020-10-03 04:36:01.000000+00:00\", \"2021-06-21 17:49:59.000000+00:00\", \"2022-11-21 02:03:46.000000+00:00\", \"2023-01-22 07:18:09.000000+00:00\", \"2020-06-13 23:30:15.000000+00:00\"], \"session_ids\": [\"7fe48025-9a32-4bb0-80f8-3e910a8736b7\", \"a0cef42a-9138-4414-b808-bc264c5b17ca\", \"170fc93a-df51-49d4-b7c5-c2728a0da8f0\", \"2ee3818f-3e38-4a86-90c4-2f77ac3d8259\", \"5e31b8e3-18ab-41cc-a1a4-3b4a62fd98d2\", \"08bb13d7-62f3-47cc-b173-7cffc070a30b\", \"5dfdf203-d667-4f6a-b7dd-9f3786e84b85\", \"b31b56d0-39a3-46e3-9027-c3beb986f48d\"], \"total_duration\": 17887.0, \"total_sessions\": 8, \"mean_week_duration\": 111.794}, \"60737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-10-30 13:33:06.000000+00:00\", \"2019-04-19 05:09:29.000000+00:00\", \"2022-08-08 11:36:13.000000+00:00\"], \"session_ids\": [\"ef28ec06-5d02-48eb-83ac-71a8d16bdb56\", \"ef0d8f0e-e8f4-4e90-ba9e-2c3eda3f6b5a\", \"e7489fd0-acfc-4862-8a67-d779a2ab2d30\"], \"total_duration\": 889.0, \"total_sessions\": 3, \"mean_week_duration\": 5.139}, \"12801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-08-28 06:04:11.000000+00:00\", \"2022-08-07 08:11:41.000000+00:00\"], \"session_ids\": [\"dae5743e-191d-46b6-adca-a03d926531df\", \"35169e51-bf64-4275-bbdc-465ada8f9b8c\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 2.88}, \"12758\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-05-31 12:23:18.000000+00:00\", \"2021-12-30 14:24:08.000000+00:00\"], \"session_ids\": [\"f0391ad3-1b56-48e8-acbd-164348df4bd3\", \"47e3e3ae-26cb-4485-9656-74451a3455a9\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}, \"89791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-23 19:50:49.000000+00:00\", \"2022-02-05 09:55:01.000000+00:00\"], \"session_ids\": [\"83035798-49c1-4a02-b6bd-d18e643f0e99\", \"8def3a4b-e729-459e-820c-8522a7e74166\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 8.051}, \"61256\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-04 19:49:29.000000+00:00\", \"2020-10-18 20:05:37.000000+00:00\"], \"session_ids\": [\"8509b51c-f050-4fda-bd52-714677aee806\", \"59166ab0-ef1c-4942-8a1a-572476e5bbb9\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 5.345}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Warsaw, Parare, New York City, Oslo, Cape Town, Quito, Mumbai"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Warsaw\", \"Paris\", \"New York City\", \"Oslo\", \"Cape Town\", \"Quito\", \"Mumbai\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 6, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-29 04:01:50.000000+00:00\", \"2019-07-11 02:11:13.000000+00:00\"], \"session_ids\": [\"2ccc770f-8978-4c77-97ff-a71905e56662\", \"b2f4cda7-22bf-4c50-9856-c4d520fbf3e1\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 7.851}, \"7577\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-13 02:30:14.000000+00:00\", \"2019-01-24 03:08:06.000000+00:00\"], \"session_ids\": [\"8c43cd3c-3bab-40eb-aed8-9142c22cc064\", \"fc699c33-1562-48f5-9922-65b38bb537f2\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 0.961}, \"97571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-19 07:13:31.000000+00:00\", \"2022-09-28 16:36:07.000000+00:00\"], \"session_ids\": [\"f5021e1e-0d35-409c-a560-e4b9a093ed4e\", \"395e72ab-2026-46b0-8c56-fed9dfa02821\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 171.5}, \"60076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-01 17:43:50.000000+00:00\", \"2022-04-22 14:24:46.000000+00:00\", \"2022-05-03 12:27:38.000000+00:00\", \"2020-10-03 04:36:01.000000+00:00\", \"2021-06-21 17:49:59.000000+00:00\", \"2022-11-21 02:03:46.000000+00:00\", \"2023-01-22 07:18:09.000000+00:00\", \"2020-06-13 23:30:15.000000+00:00\"], \"session_ids\": [\"7fe48025-9a32-4bb0-80f8-3e910a8736b7\", \"a0cef42a-9138-4414-b808-bc264c5b17ca\", \"170fc93a-df51-49d4-b7c5-c2728a0da8f0\", \"2ee3818f-3e38-4a86-90c4-2f77ac3d8259\", \"5e31b8e3-18ab-41cc-a1a4-3b4a62fd98d2\", \"08bb13d7-62f3-47cc-b173-7cffc070a30b\", \"5dfdf203-d667-4f6a-b7dd-9f3786e84b85\", \"b31b56d0-39a3-46e3-9027-c3beb986f48d\"], \"total_duration\": 17887.0, \"total_sessions\": 8, \"mean_week_duration\": 111.794}, \"60737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-10-30 13:33:06.000000+00:00\", \"2019-04-19 05:09:29.000000+00:00\", \"2022-08-08 11:36:13.000000+00:00\"], \"session_ids\": [\"ef28ec06-5d02-48eb-83ac-71a8d16bdb56\", \"ef0d8f0e-e8f4-4e90-ba9e-2c3eda3f6b5a\", \"e7489fd0-acfc-4862-8a67-d779a2ab2d30\"], \"total_duration\": 889.0, \"total_sessions\": 3, \"mean_week_duration\": 5.139}, \"12801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-08-28 06:04:11.000000+00:00\", \"2022-08-07 08:11:41.000000+00:00\"], \"session_ids\": [\"dae5743e-191d-46b6-adca-a03d926531df\", \"35169e51-bf64-4275-bbdc-465ada8f9b8c\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 2.88}, \"12758\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-05-31 12:23:18.000000+00:00\", \"2021-12-30 14:24:08.000000+00:00\"], \"session_ids\": [\"f0391ad3-1b56-48e8-acbd-164348df4bd3\", \"47e3e3ae-26cb-4485-9656-74451a3455a9\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}, \"89791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-23 19:50:49.000000+00:00\", \"2022-02-05 09:55:01.000000+00:00\"], \"session_ids\": [\"83035798-49c1-4a02-b6bd-d18e643f0e99\", \"8def3a4b-e729-459e-820c-8522a7e74166\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 8.051}, \"61256\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-04 19:49:29.000000+00:00\", \"2020-10-18 20:05:37.000000+00:00\"], \"session_ids\": [\"8509b51c-f050-4fda-bd52-714677aee806\", \"59166ab0-ef1c-4942-8a1a-572476e5bbb9\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 5.345}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12758\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-05-31 12:23:18.000000+00:00\", \"2021-12-30 14:24:08.000000+00:00\"], \"session_ids\": [\"f0391ad3-1b56-48e8-acbd-164348df4bd3\", \"47e3e3ae-26cb-4485-9656-74451a3455a9\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}}, {\"12801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-08-28 06:04:11.000000+00:00\", \"2022-08-07 08:11:41.000000+00:00\"], \"session_ids\": [\"dae5743e-191d-46b6-adca-a03d926531df\", \"35169e51-bf64-4275-bbdc-465ada8f9b8c\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 2.88}}, {\"7577\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-13 02:30:14.000000+00:00\", \"2019-01-24 03:08:06.000000+00:00\"], \"session_ids\": [\"8c43cd3c-3bab-40eb-aed8-9142c22cc064\", \"fc699c33-1562-48f5-9922-65b38bb537f2\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 0.961}}, {\"61256\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-04 19:49:29.000000+00:00\", \"2020-10-18 20:05:37.000000+00:00\"], \"session_ids\": [\"8509b51c-f050-4fda-bd52-714677aee806\", \"59166ab0-ef1c-4942-8a1a-572476e5bbb9\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 5.345}}, {\"97571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-19 07:13:31.000000+00:00\", \"2022-09-28 16:36:07.000000+00:00\"], \"session_ids\": [\"f5021e1e-0d35-409c-a560-e4b9a093ed4e\", \"395e72ab-2026-46b0-8c56-fed9dfa02821\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 171.5}}, {\"85533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 6, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-29 04:01:50.000000+00:00\", \"2019-07-11 02:11:13.000000+00:00\"], \"session_ids\": [\"2ccc770f-8978-4c77-97ff-a71905e56662\", \"b2f4cda7-22bf-4c50-9856-c4d520fbf3e1\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 7.851}}, {\"89791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-23 19:50:49.000000+00:00\", \"2022-02-05 09:55:01.000000+00:00\"], \"session_ids\": [\"83035798-49c1-4a02-b6bd-d18e643f0e99\", \"8def3a4b-e729-459e-820c-8522a7e74166\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 8.051}}, {\"60737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-10-30 13:33:06.000000+00:00\", \"2019-04-19 05:09:29.000000+00:00\", \"2022-08-08 11:36:13.000000+00:00\"], \"session_ids\": [\"ef28ec06-5d02-48eb-83ac-71a8d16bdb56\", \"ef0d8f0e-e8f4-4e90-ba9e-2c3eda3f6b5a\", \"e7489fd0-acfc-4862-8a67-d779a2ab2d30\"], \"total_duration\": 889.0, \"total_sessions\": 3, \"mean_week_duration\": 5.139}}, {\"60076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-01 17:43:50.000000+00:00\", \"2022-04-22 14:24:46.000000+00:00\", \"2022-05-03 12:27:38.000000+00:00\", \"2020-10-03 04:36:01.000000+00:00\", \"2021-06-21 17:49:59.000000+00:00\", \"2022-11-21 02:03:46.000000+00:00\", \"2023-01-22 07:18:09.000000+00:00\", \"2020-06-13 23:30:15.000000+00:00\"], \"session_ids\": [\"7fe48025-9a32-4bb0-80f8-3e910a8736b7\", \"a0cef42a-9138-4414-b808-bc264c5b17ca\", \"170fc93a-df51-49d4-b7c5-c2728a0da8f0\", \"2ee3818f-3e38-4a86-90c4-2f77ac3d8259\", \"5e31b8e3-18ab-41cc-a1a4-3b4a62fd98d2\", \"08bb13d7-62f3-47cc-b173-7cffc070a30b\", \"5dfdf203-d667-4f6a-b7dd-9f3786e84b85\", \"b31b56d0-39a3-46e3-9027-c3beb986f48d\"], \"total_duration\": 17887.0, \"total_sessions\": 8, \"mean_week_duration\": 111.794}}]\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[{\"12758\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-05-31 12:23:18.000000+00:00\", \"2021-12-30 14:24:08.000000+00:00\"], \"session_ids\": [\"f0391ad3-1b56-48e8-acbd-164348df4bd3\", \"47e3e3ae-26cb-4485-9656-74451a3455a9\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}}, {\"12801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-08-28 06:04:11.000000+00:00\", \"2022-08-07 08:11:41.000000+00:00\"], \"session_ids\": [\"dae5743e-191d-46b6-adca-a03d926531df\", \"35169e51-bf64-4275-bbdc-465ada8f9b8c\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 2.88}}, {\"7577\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-13 02:30:14.000000+00:00\", \"2019-01-24 03:08:06.000000+00:00\"], \"session_ids\": [\"8c43cd3c-3bab-40eb-aed8-9142c22cc064\", \"fc699c33-1562-48f5-9922-65b38bb537f2\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 0.961}}, {\"61256\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-04 19:49:29.000000+00:00\", \"2020-10-18 20:05:37.000000+00:00\"], \"session_ids\": [\"8509b51c-f050-4fda-bd52-714677aee806\", \"59166ab0-ef1c-4942-8a1a-572476e5bbb9\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 5.345}}, {\"97571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-19 07:13:31.000000+00:00\", \"2022-09-28 16:36:07.000000+00:00\"], \"session_ids\": [\"f5021e1e-0d35-409c-a560-e4b9a093ed4e\", \"395e72ab-2026-46b0-8c56-fed9dfa02821\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 171.5}}, {\"85533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 6, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-29 04:01:50.000000+00:00\", \"2019-07-11 02:11:13.000000+00:00\"], \"session_ids\": [\"2ccc770f-8978-4c77-97ff-a71905e56662\", \"b2f4cda7-22bf-4c50-9856-c4d520fbf3e1\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 7.851}}, {\"89791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-23 19:50:49.000000+00:00\", \"2022-02-05 09:55:01.000000+00:00\"], \"session_ids\": [\"83035798-49c1-4a02-b6bd-d18e643f0e99\", \"8def3a4b-e729-459e-820c-8522a7e74166\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 8.051}}, {\"60737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-10-30 13:33:06.000000+00:00\", \"2019-04-19 05:09:29.000000+00:00\", \"2022-08-08 11:36:13.000000+00:00\"], \"session_ids\": [\"ef28ec06-5d02-48eb-83ac-71a8d16bdb56\", \"ef0d8f0e-e8f4-4e90-ba9e-2c3eda3f6b5a\", \"e7489fd0-acfc-4862-8a67-d779a2ab2d30\"], \"total_duration\": 889.0, \"total_sessions\": 3, \"mean_week_duration\": 5.139}}, {\"60076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-01 17:43:50.000000+00:00\", \"2022-04-22 14:24:46.000000+00:00\", \"2022-05-03 12:27:38.000000+00:00\", \"2020-10-03 04:36:01.000000+00:00\", \"2021-06-21 17:49:59.000000+00:00\", \"2022-11-21 02:03:46.000000+00:00\", \"2023-01-22 07:18:09.000000+00:00\", \"2020-06-13 23:30:15.000000+00:00\"], \"session_ids\": [\"7fe48025-9a32-4bb0-80f8-3e910a8736b7\", \"a0cef42a-9138-4414-b808-bc264c5b17ca\", \"170fc93a-df51-49d4-b7c5-c2728a0da8f0\", \"2ee3818f-3e38-4a86-90c4-2f77ac3d8259\", \"5e31b8e3-18ab-41cc-a1a4-3b4a62fd98d2\", \"08bb13d7-62f3-47cc-b173-7cffc070a30b\", \"5dfdf203-d667-4f6a-b7dd-9f3786e84b85\", \"b31b56d0-39a3-46e3-9027-c3beb986f48d\"], \"total_duration\": 17887.0, \"total_sessions\": 8, \"mean_week_duration\": 111.794}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 8 users who aren't inhabitants of city Bangkok , moreover apply sorting by median of duration of sessions per week from the largest value to the smallest 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{\"48736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-05 05:10:45.000000+00:00\", \"2019-01-20 15:53:32.000000+00:00\"], \"session_ids\": [\"e358450c-1293-42ff-b48c-7fe65a106998\", \"52a7d4db-4835-4e3d-9b9a-0dde5d8f4b62\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 1.478}, \"78671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-01-19 02:56:49.000000+00:00\", \"2021-03-11 01:57:19.000000+00:00\"], \"session_ids\": [\"3037aea7-21f3-4b6c-8abb-16595572bfa8\", \"229bd73b-7b43-4bd5-b252-5b490a6587a6\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.866}, \"26818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-12 04:06:28.000000+00:00\", \"2019-09-04 16:43:28.000000+00:00\"], \"session_ids\": [\"a6064f69-ae14-4802-9792-bcc08c87e317\", \"6e071d83-5804-4274-b1ad-e186fdba37fa\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.688}, \"6013\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-28 21:41:53.000000+00:00\", \"2020-12-29 02:54:15.000000+00:00\", \"2019-05-16 22:26:46.000000+00:00\", \"2020-04-13 18:26:30.000000+00:00\", \"2019-10-02 06:06:03.000000+00:00\"], \"session_ids\": [\"bd049de4-c68a-489a-8ea1-af829e8e171f\", \"c0cd4ff8-fdcc-4a21-b2a9-2eea82fe0af6\", \"fa0077ca-483e-475e-9d37-7332f0fa5f48\", \"9008cac2-b2a2-4515-86c5-2b1a3f8a55f0\", \"370c01a0-2418-45fe-afed-e69c2c96e5aa\"], \"total_duration\": 2216.0, \"total_sessions\": 5, \"mean_week_duration\": 26.071}, \"66162\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-19 06:19:39.000000+00:00\", \"2019-01-05 22:06:16.000000+00:00\", \"2023-03-09 23:30:34.000000+00:00\"], \"session_ids\": [\"5a001cad-5bda-460e-a8ec-34b31e254cc1\", \"cbdc1e7b-4b22-4ccd-a73c-b03f1a9aa385\", \"d9e6c5a3-7ddf-40d1-9cae-b3b4ee44546a\"], \"total_duration\": 453.0, \"total_sessions\": 3, \"mean_week_duration\": 2.078}, \"8740\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-17 13:55:36.000000+00:00\", \"2020-04-30 01:55:37.000000+00:00\", \"2021-07-03 01:13:46.000000+00:00\", \"2019-08-08 08:13:59.000000+00:00\"], \"session_ids\": [\"6f4b6727-6cb7-4d5a-85fe-5875095eacdc\", \"39dd7129-46a0-4211-9616-5dedef7934f8\", \"d5569366-9b06-4c5e-962a-2e28fa6f9776\", \"bc1c586c-aa87-4aa6-9e05-a0dd1560c089\"], \"total_duration\": 1517.0, \"total_sessions\": 4, \"mean_week_duration\": 9.851}, \"14718\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-31 20:09:02.000000+00:00\", \"2020-04-09 11:02:41.000000+00:00\"], \"session_ids\": [\"739ee391-a949-4e78-9a7e-59475882f57d\", \"5bc9fda2-d626-46ef-b86f-5260e7fa8b9f\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 4.133}, \"79175\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-17 18:40:05.000000+00:00\", \"2023-06-14 16:28:30.000000+00:00\"], \"session_ids\": [\"df1192a2-1815-4165-b14a-bbf7f24ea2cd\", \"34963788-15b3-445a-9349-4932e6dc1d7f\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 1.424}, \"99203\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-20 16:10:59.000000+00:00\", \"2019-09-01 12:54:56.000000+00:00\"], \"session_ids\": [\"3cb0b572-ed85-40ab-aa8d-511a5808e01c\", \"9f394f31-2f7c-42c0-9e64-93d9e9011887\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.294}, \"15418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-29 14:21:18.000000+00:00\", \"2019-09-19 09:32:21.000000+00:00\", \"2020-07-07 18:22:12.000000+00:00\", \"2023-04-23 08:30:51.000000+00:00\", \"2020-06-05 19:20:14.000000+00:00\"], \"session_ids\": [\"3c0a45f3-c1ed-4e9a-b123-7deddea87e2f\", \"3ca91f97-b52a-4964-823e-69c023a47f34\", \"945229e6-4a9a-451a-84f3-7ff33690b4da\", \"443b9d12-d105-4727-af82-92c9b4096667\", \"2ac7e726-b567-45c4-9e45-6e788985e8f0\"], \"total_duration\": 854.0, \"total_sessions\": 5, \"mean_week_duration\": 4.543}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Bangkok"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Bangkok\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"48736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-05 05:10:45.000000+00:00\", \"2019-01-20 15:53:32.000000+00:00\"], \"session_ids\": [\"e358450c-1293-42ff-b48c-7fe65a106998\", \"52a7d4db-4835-4e3d-9b9a-0dde5d8f4b62\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 1.478}, \"78671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-01-19 02:56:49.000000+00:00\", \"2021-03-11 01:57:19.000000+00:00\"], \"session_ids\": [\"3037aea7-21f3-4b6c-8abb-16595572bfa8\", \"229bd73b-7b43-4bd5-b252-5b490a6587a6\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.866}, \"26818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-12 04:06:28.000000+00:00\", \"2019-09-04 16:43:28.000000+00:00\"], \"session_ids\": [\"a6064f69-ae14-4802-9792-bcc08c87e317\", \"6e071d83-5804-4274-b1ad-e186fdba37fa\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.688}, \"6013\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-28 21:41:53.000000+00:00\", \"2020-12-29 02:54:15.000000+00:00\", \"2019-05-16 22:26:46.000000+00:00\", \"2020-04-13 18:26:30.000000+00:00\", \"2019-10-02 06:06:03.000000+00:00\"], \"session_ids\": [\"bd049de4-c68a-489a-8ea1-af829e8e171f\", \"c0cd4ff8-fdcc-4a21-b2a9-2eea82fe0af6\", \"fa0077ca-483e-475e-9d37-7332f0fa5f48\", \"9008cac2-b2a2-4515-86c5-2b1a3f8a55f0\", \"370c01a0-2418-45fe-afed-e69c2c96e5aa\"], \"total_duration\": 2216.0, \"total_sessions\": 5, \"mean_week_duration\": 26.071}, \"66162\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-19 06:19:39.000000+00:00\", \"2019-01-05 22:06:16.000000+00:00\", \"2023-03-09 23:30:34.000000+00:00\"], \"session_ids\": [\"5a001cad-5bda-460e-a8ec-34b31e254cc1\", \"cbdc1e7b-4b22-4ccd-a73c-b03f1a9aa385\", \"d9e6c5a3-7ddf-40d1-9cae-b3b4ee44546a\"], \"total_duration\": 453.0, \"total_sessions\": 3, \"mean_week_duration\": 2.078}, \"8740\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-17 13:55:36.000000+00:00\", \"2020-04-30 01:55:37.000000+00:00\", \"2021-07-03 01:13:46.000000+00:00\", \"2019-08-08 08:13:59.000000+00:00\"], \"session_ids\": [\"6f4b6727-6cb7-4d5a-85fe-5875095eacdc\", \"39dd7129-46a0-4211-9616-5dedef7934f8\", \"d5569366-9b06-4c5e-962a-2e28fa6f9776\", \"bc1c586c-aa87-4aa6-9e05-a0dd1560c089\"], \"total_duration\": 1517.0, \"total_sessions\": 4, \"mean_week_duration\": 9.851}, \"14718\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-31 20:09:02.000000+00:00\", \"2020-04-09 11:02:41.000000+00:00\"], \"session_ids\": [\"739ee391-a949-4e78-9a7e-59475882f57d\", \"5bc9fda2-d626-46ef-b86f-5260e7fa8b9f\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 4.133}, \"79175\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-17 18:40:05.000000+00:00\", \"2023-06-14 16:28:30.000000+00:00\"], \"session_ids\": [\"df1192a2-1815-4165-b14a-bbf7f24ea2cd\", \"34963788-15b3-445a-9349-4932e6dc1d7f\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 1.424}, \"99203\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-20 16:10:59.000000+00:00\", \"2019-09-01 12:54:56.000000+00:00\"], \"session_ids\": [\"3cb0b572-ed85-40ab-aa8d-511a5808e01c\", \"9f394f31-2f7c-42c0-9e64-93d9e9011887\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.294}, \"15418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-29 14:21:18.000000+00:00\", \"2019-09-19 09:32:21.000000+00:00\", \"2020-07-07 18:22:12.000000+00:00\", \"2023-04-23 08:30:51.000000+00:00\", \"2020-06-05 19:20:14.000000+00:00\"], \"session_ids\": [\"3c0a45f3-c1ed-4e9a-b123-7deddea87e2f\", \"3ca91f97-b52a-4964-823e-69c023a47f34\", \"945229e6-4a9a-451a-84f3-7ff33690b4da\", \"443b9d12-d105-4727-af82-92c9b4096667\", \"2ac7e726-b567-45c4-9e45-6e788985e8f0\"], \"total_duration\": 854.0, \"total_sessions\": 5, \"mean_week_duration\": 4.543}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"6013\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-28 21:41:53.000000+00:00\", \"2020-12-29 02:54:15.000000+00:00\", \"2019-05-16 22:26:46.000000+00:00\", \"2020-04-13 18:26:30.000000+00:00\", \"2019-10-02 06:06:03.000000+00:00\"], \"session_ids\": [\"bd049de4-c68a-489a-8ea1-af829e8e171f\", \"c0cd4ff8-fdcc-4a21-b2a9-2eea82fe0af6\", \"fa0077ca-483e-475e-9d37-7332f0fa5f48\", \"9008cac2-b2a2-4515-86c5-2b1a3f8a55f0\", \"370c01a0-2418-45fe-afed-e69c2c96e5aa\"], \"total_duration\": 2216.0, \"total_sessions\": 5, \"mean_week_duration\": 26.071}}, {\"8740\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-17 13:55:36.000000+00:00\", \"2020-04-30 01:55:37.000000+00:00\", \"2021-07-03 01:13:46.000000+00:00\", \"2019-08-08 08:13:59.000000+00:00\"], \"session_ids\": [\"6f4b6727-6cb7-4d5a-85fe-5875095eacdc\", \"39dd7129-46a0-4211-9616-5dedef7934f8\", \"d5569366-9b06-4c5e-962a-2e28fa6f9776\", \"bc1c586c-aa87-4aa6-9e05-a0dd1560c089\"], \"total_duration\": 1517.0, \"total_sessions\": 4, \"mean_week_duration\": 9.851}}, {\"15418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-29 14:21:18.000000+00:00\", \"2019-09-19 09:32:21.000000+00:00\", \"2020-07-07 18:22:12.000000+00:00\", \"2023-04-23 08:30:51.000000+00:00\", \"2020-06-05 19:20:14.000000+00:00\"], \"session_ids\": [\"3c0a45f3-c1ed-4e9a-b123-7deddea87e2f\", \"3ca91f97-b52a-4964-823e-69c023a47f34\", \"945229e6-4a9a-451a-84f3-7ff33690b4da\", \"443b9d12-d105-4727-af82-92c9b4096667\", \"2ac7e726-b567-45c4-9e45-6e788985e8f0\"], \"total_duration\": 854.0, \"total_sessions\": 5, \"mean_week_duration\": 4.543}}, {\"14718\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-31 20:09:02.000000+00:00\", \"2020-04-09 11:02:41.000000+00:00\"], \"session_ids\": [\"739ee391-a949-4e78-9a7e-59475882f57d\", \"5bc9fda2-d626-46ef-b86f-5260e7fa8b9f\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 4.133}}, {\"78671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-01-19 02:56:49.000000+00:00\", \"2021-03-11 01:57:19.000000+00:00\"], \"session_ids\": [\"3037aea7-21f3-4b6c-8abb-16595572bfa8\", \"229bd73b-7b43-4bd5-b252-5b490a6587a6\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.866}}, {\"66162\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-19 06:19:39.000000+00:00\", \"2019-01-05 22:06:16.000000+00:00\", \"2023-03-09 23:30:34.000000+00:00\"], \"session_ids\": [\"5a001cad-5bda-460e-a8ec-34b31e254cc1\", \"cbdc1e7b-4b22-4ccd-a73c-b03f1a9aa385\", \"d9e6c5a3-7ddf-40d1-9cae-b3b4ee44546a\"], \"total_duration\": 453.0, \"total_sessions\": 3, \"mean_week_duration\": 2.078}}, {\"48736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-05 05:10:45.000000+00:00\", \"2019-01-20 15:53:32.000000+00:00\"], \"session_ids\": [\"e358450c-1293-42ff-b48c-7fe65a106998\", \"52a7d4db-4835-4e3d-9b9a-0dde5d8f4b62\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 1.478}}, {\"79175\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-17 18:40:05.000000+00:00\", \"2023-06-14 16:28:30.000000+00:00\"], \"session_ids\": [\"df1192a2-1815-4165-b14a-bbf7f24ea2cd\", \"34963788-15b3-445a-9349-4932e6dc1d7f\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 1.424}}, {\"26818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-12 04:06:28.000000+00:00\", \"2019-09-04 16:43:28.000000+00:00\"], \"session_ids\": [\"a6064f69-ae14-4802-9792-bcc08c87e317\", \"6e071d83-5804-4274-b1ad-e186fdba37fa\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.688}}, {\"99203\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-20 16:10:59.000000+00:00\", \"2019-09-01 12:54:56.000000+00:00\"], \"session_ids\": [\"3cb0b572-ed85-40ab-aa8d-511a5808e01c\", \"9f394f31-2f7c-42c0-9e64-93d9e9011887\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.294}}]\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[{\"6013\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-28 21:41:53.000000+00:00\", \"2020-12-29 02:54:15.000000+00:00\", \"2019-05-16 22:26:46.000000+00:00\", \"2020-04-13 18:26:30.000000+00:00\", \"2019-10-02 06:06:03.000000+00:00\"], \"session_ids\": [\"bd049de4-c68a-489a-8ea1-af829e8e171f\", \"c0cd4ff8-fdcc-4a21-b2a9-2eea82fe0af6\", \"fa0077ca-483e-475e-9d37-7332f0fa5f48\", \"9008cac2-b2a2-4515-86c5-2b1a3f8a55f0\", \"370c01a0-2418-45fe-afed-e69c2c96e5aa\"], \"total_duration\": 2216.0, \"total_sessions\": 5, \"mean_week_duration\": 26.071}}, {\"8740\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-17 13:55:36.000000+00:00\", \"2020-04-30 01:55:37.000000+00:00\", \"2021-07-03 01:13:46.000000+00:00\", \"2019-08-08 08:13:59.000000+00:00\"], \"session_ids\": [\"6f4b6727-6cb7-4d5a-85fe-5875095eacdc\", \"39dd7129-46a0-4211-9616-5dedef7934f8\", \"d5569366-9b06-4c5e-962a-2e28fa6f9776\", \"bc1c586c-aa87-4aa6-9e05-a0dd1560c089\"], \"total_duration\": 1517.0, \"total_sessions\": 4, \"mean_week_duration\": 9.851}}, {\"15418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-29 14:21:18.000000+00:00\", \"2019-09-19 09:32:21.000000+00:00\", \"2020-07-07 18:22:12.000000+00:00\", \"2023-04-23 08:30:51.000000+00:00\", \"2020-06-05 19:20:14.000000+00:00\"], \"session_ids\": [\"3c0a45f3-c1ed-4e9a-b123-7deddea87e2f\", \"3ca91f97-b52a-4964-823e-69c023a47f34\", \"945229e6-4a9a-451a-84f3-7ff33690b4da\", \"443b9d12-d105-4727-af82-92c9b4096667\", \"2ac7e726-b567-45c4-9e45-6e788985e8f0\"], \"total_duration\": 854.0, \"total_sessions\": 5, \"mean_week_duration\": 4.543}}, {\"14718\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-31 20:09:02.000000+00:00\", \"2020-04-09 11:02:41.000000+00:00\"], \"session_ids\": [\"739ee391-a949-4e78-9a7e-59475882f57d\", \"5bc9fda2-d626-46ef-b86f-5260e7fa8b9f\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 4.133}}, {\"78671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-01-19 02:56:49.000000+00:00\", \"2021-03-11 01:57:19.000000+00:00\"], \"session_ids\": [\"3037aea7-21f3-4b6c-8abb-16595572bfa8\", \"229bd73b-7b43-4bd5-b252-5b490a6587a6\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.866}}, {\"66162\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-19 06:19:39.000000+00:00\", \"2019-01-05 22:06:16.000000+00:00\", \"2023-03-09 23:30:34.000000+00:00\"], \"session_ids\": [\"5a001cad-5bda-460e-a8ec-34b31e254cc1\", \"cbdc1e7b-4b22-4ccd-a73c-b03f1a9aa385\", \"d9e6c5a3-7ddf-40d1-9cae-b3b4ee44546a\"], \"total_duration\": 453.0, \"total_sessions\": 3, \"mean_week_duration\": 2.078}}, {\"48736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-05 05:10:45.000000+00:00\", \"2019-01-20 15:53:32.000000+00:00\"], \"session_ids\": [\"e358450c-1293-42ff-b48c-7fe65a106998\", \"52a7d4db-4835-4e3d-9b9a-0dde5d8f4b62\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 1.478}}, {\"79175\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-17 18:40:05.000000+00:00\", \"2023-06-14 16:28:30.000000+00:00\"], \"session_ids\": [\"df1192a2-1815-4165-b14a-bbf7f24ea2cd\", \"34963788-15b3-445a-9349-4932e6dc1d7f\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 1.424}}]\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[{\"6013\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-28 21:41:53.000000+00:00\", \"2020-12-29 02:54:15.000000+00:00\", \"2019-05-16 22:26:46.000000+00:00\", \"2020-04-13 18:26:30.000000+00:00\", \"2019-10-02 06:06:03.000000+00:00\"], \"session_ids\": [\"bd049de4-c68a-489a-8ea1-af829e8e171f\", \"c0cd4ff8-fdcc-4a21-b2a9-2eea82fe0af6\", \"fa0077ca-483e-475e-9d37-7332f0fa5f48\", \"9008cac2-b2a2-4515-86c5-2b1a3f8a55f0\", \"370c01a0-2418-45fe-afed-e69c2c96e5aa\"], \"total_duration\": 2216.0, \"total_sessions\": 5, \"mean_week_duration\": 26.071}}, {\"8740\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-17 13:55:36.000000+00:00\", \"2020-04-30 01:55:37.000000+00:00\", \"2021-07-03 01:13:46.000000+00:00\", \"2019-08-08 08:13:59.000000+00:00\"], \"session_ids\": [\"6f4b6727-6cb7-4d5a-85fe-5875095eacdc\", \"39dd7129-46a0-4211-9616-5dedef7934f8\", \"d5569366-9b06-4c5e-962a-2e28fa6f9776\", \"bc1c586c-aa87-4aa6-9e05-a0dd1560c089\"], \"total_duration\": 1517.0, \"total_sessions\": 4, \"mean_week_duration\": 9.851}}, {\"15418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-29 14:21:18.000000+00:00\", \"2019-09-19 09:32:21.000000+00:00\", \"2020-07-07 18:22:12.000000+00:00\", \"2023-04-23 08:30:51.000000+00:00\", \"2020-06-05 19:20:14.000000+00:00\"], \"session_ids\": [\"3c0a45f3-c1ed-4e9a-b123-7deddea87e2f\", \"3ca91f97-b52a-4964-823e-69c023a47f34\", \"945229e6-4a9a-451a-84f3-7ff33690b4da\", \"443b9d12-d105-4727-af82-92c9b4096667\", \"2ac7e726-b567-45c4-9e45-6e788985e8f0\"], \"total_duration\": 854.0, \"total_sessions\": 5, \"mean_week_duration\": 4.543}}, {\"14718\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-31 20:09:02.000000+00:00\", \"2020-04-09 11:02:41.000000+00:00\"], \"session_ids\": [\"739ee391-a949-4e78-9a7e-59475882f57d\", \"5bc9fda2-d626-46ef-b86f-5260e7fa8b9f\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 4.133}}, {\"78671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-01-19 02:56:49.000000+00:00\", \"2021-03-11 01:57:19.000000+00:00\"], \"session_ids\": [\"3037aea7-21f3-4b6c-8abb-16595572bfa8\", \"229bd73b-7b43-4bd5-b252-5b490a6587a6\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.866}}, {\"66162\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-19 06:19:39.000000+00:00\", \"2019-01-05 22:06:16.000000+00:00\", \"2023-03-09 23:30:34.000000+00:00\"], \"session_ids\": [\"5a001cad-5bda-460e-a8ec-34b31e254cc1\", \"cbdc1e7b-4b22-4ccd-a73c-b03f1a9aa385\", \"d9e6c5a3-7ddf-40d1-9cae-b3b4ee44546a\"], \"total_duration\": 453.0, \"total_sessions\": 3, \"mean_week_duration\": 2.078}}, {\"48736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-05 05:10:45.000000+00:00\", \"2019-01-20 15:53:32.000000+00:00\"], \"session_ids\": [\"e358450c-1293-42ff-b48c-7fe65a106998\", \"52a7d4db-4835-4e3d-9b9a-0dde5d8f4b62\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 1.478}}, {\"79175\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-17 18:40:05.000000+00:00\", \"2023-06-14 16:28:30.000000+00:00\"], \"session_ids\": [\"df1192a2-1815-4165-b14a-bbf7f24ea2cd\", \"34963788-15b3-445a-9349-4932e6dc1d7f\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 1.424}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about user who is top-tier based on value of quantity of sessions and put to use sorting by time spent on the site per week from the largest to the smallest."
}
] |
[
{
"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{\"44073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-03 16:52:24.000000+00:00\", \"2020-08-26 13:33:10.000000+00:00\", \"2020-11-25 12:53:45.000000+00:00\"], \"session_ids\": [\"1d717fb2-9493-49e0-a03e-0fa4bc81371e\", \"9956c0e7-cce6-4690-ae27-fe51936f9331\", \"21a049ff-bc6d-44bd-9ffd-35a4b8595bad\"], \"total_duration\": 949.0, \"total_sessions\": 3, \"mean_week_duration\": 73.0}, \"33317\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-26 09:04:43.000000+00:00\", \"2022-04-18 12:57:26.000000+00:00\"], \"session_ids\": [\"277eecfe-6e3d-4a5a-851f-ae7a13654068\", \"c5305eae-11a2-4b8e-b3eb-4fbeae973e90\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.793}, \"88818\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-08 17:19:43.000000+00:00\", \"2019-04-24 14:39:00.000000+00:00\"], \"session_ids\": [\"52086cd6-eb5d-4c9f-804a-06d4b4feca51\", \"2f7bd885-88ed-4461-b41a-fe6ccdcf2b6c\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.355}, \"54633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-03-22 02:15:37.000000+00:00\", \"2023-01-27 15:14:31.000000+00:00\", \"2019-11-20 09:10:04.000000+00:00\"], \"session_ids\": [\"a95bd354-92ea-4e67-bafa-83afa4247e69\", \"16538097-117e-4531-bcc0-c3a96415f20f\", \"71fe0847-9e63-401e-b023-2cb3b9db6865\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.383}, \"45252\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-02-24 14:47:35.000000+00:00\", \"2022-03-08 07:01:42.000000+00:00\"], \"session_ids\": [\"912067d0-8ffe-4ca0-8497-14d6a7ade1e7\", \"4739be2f-f46a-4326-a079-b2d161f3ce8e\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 49.5}, \"36789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-01 14:25:09.000000+00:00\", \"2023-01-25 09:26:54.000000+00:00\", \"2020-12-14 20:02:45.000000+00:00\"], \"session_ids\": [\"5e327aaa-ae63-4250-8636-84e0b0e4b497\", \"d8b68d3f-6c72-48d9-8df3-0931c36ce503\", \"76ba1256-aa02-40db-bc78-5eb1ebe34157\"], \"total_duration\": 125.0, \"total_sessions\": 3, \"mean_week_duration\": 0.822}, \"27276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-09-10 12:55:18.000000+00:00\", \"2023-01-01 21:22:30.000000+00:00\"], \"session_ids\": [\"eb26d6ce-efc9-4b3e-b399-095626a71568\", \"6a4740ea-cc8b-4889-86dd-561f68cd3a6c\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.538}, \"75101\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-18 02:18:03.000000+00:00\", \"2020-08-06 05:33:01.000000+00:00\", \"2022-07-04 11:27:38.000000+00:00\", \"2020-08-23 21:01:49.000000+00:00\"], \"session_ids\": [\"0bbdf0fb-5cb9-446b-b343-56a3bfbaf7cc\", \"ac830804-c1b5-42d2-9295-c3414b4f426b\", \"95517fe6-f4d3-4c61-a4aa-54e299e5ffe3\", \"86b867c6-f440-483d-8005-cc51d2c9430b\"], \"total_duration\": 1580.0, \"total_sessions\": 4, \"mean_week_duration\": 10.464}, \"55754\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-07-29 05:47:59.000000+00:00\", \"2022-02-26 09:10:27.000000+00:00\"], \"session_ids\": [\"e68ada4e-31ba-4bbe-860b-5cd6b49528ff\", \"c4616d47-6e5e-4550-a775-6d3bbb9ed209\"], \"total_duration\": 442.0, \"total_sessions\": 2, \"mean_week_duration\": 5.325}, \"59412\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-29 14:31:33.000000+00:00\", \"2022-11-03 08:24:06.000000+00:00\", \"2019-05-08 14:52:36.000000+00:00\", \"2022-08-23 07:44:05.000000+00:00\", \"2023-05-25 07:53:30.000000+00:00\", \"2020-10-18 04:48:13.000000+00:00\"], \"session_ids\": [\"2b506f5e-cb25-41cf-a28e-de9d422a895b\", \"2a5e2226-3f5d-456c-9259-08b8425d9b27\", \"09d8007b-4735-448a-8722-1047fe029af1\", \"62f22ea2-c726-442d-9013-5b4d9f2fffa6\", \"0e1d9b68-e493-4bbb-b122-5931fa4d30f0\", \"d5298a2c-90dc-4cd5-a445-96a00839ade6\"], \"total_duration\": 372.0, \"total_sessions\": 6, \"mean_week_duration\": 1.763}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 1 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59412\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-29 14:31:33.000000+00:00\", \"2022-11-03 08:24:06.000000+00:00\", \"2019-05-08 14:52:36.000000+00:00\", \"2022-08-23 07:44:05.000000+00:00\", \"2023-05-25 07:53:30.000000+00:00\", \"2020-10-18 04:48:13.000000+00:00\"], \"session_ids\": [\"2b506f5e-cb25-41cf-a28e-de9d422a895b\", \"2a5e2226-3f5d-456c-9259-08b8425d9b27\", \"09d8007b-4735-448a-8722-1047fe029af1\", \"62f22ea2-c726-442d-9013-5b4d9f2fffa6\", \"0e1d9b68-e493-4bbb-b122-5931fa4d30f0\", \"d5298a2c-90dc-4cd5-a445-96a00839ade6\"], \"total_duration\": 372.0, \"total_sessions\": 6, \"mean_week_duration\": 1.763}}, {\"75101\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-18 02:18:03.000000+00:00\", \"2020-08-06 05:33:01.000000+00:00\", \"2022-07-04 11:27:38.000000+00:00\", \"2020-08-23 21:01:49.000000+00:00\"], \"session_ids\": [\"0bbdf0fb-5cb9-446b-b343-56a3bfbaf7cc\", \"ac830804-c1b5-42d2-9295-c3414b4f426b\", \"95517fe6-f4d3-4c61-a4aa-54e299e5ffe3\", \"86b867c6-f440-483d-8005-cc51d2c9430b\"], \"total_duration\": 1580.0, \"total_sessions\": 4, \"mean_week_duration\": 10.464}}, {\"44073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-03 16:52:24.000000+00:00\", \"2020-08-26 13:33:10.000000+00:00\", \"2020-11-25 12:53:45.000000+00:00\"], \"session_ids\": [\"1d717fb2-9493-49e0-a03e-0fa4bc81371e\", \"9956c0e7-cce6-4690-ae27-fe51936f9331\", \"21a049ff-bc6d-44bd-9ffd-35a4b8595bad\"], \"total_duration\": 949.0, \"total_sessions\": 3, \"mean_week_duration\": 73.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-03 16:52:24.000000+00:00\", \"2020-08-26 13:33:10.000000+00:00\", \"2020-11-25 12:53:45.000000+00:00\"], \"session_ids\": [\"1d717fb2-9493-49e0-a03e-0fa4bc81371e\", \"9956c0e7-cce6-4690-ae27-fe51936f9331\", \"21a049ff-bc6d-44bd-9ffd-35a4b8595bad\"], \"total_duration\": 949.0, \"total_sessions\": 3, \"mean_week_duration\": 73.0}}, {\"75101\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-18 02:18:03.000000+00:00\", \"2020-08-06 05:33:01.000000+00:00\", \"2022-07-04 11:27:38.000000+00:00\", \"2020-08-23 21:01:49.000000+00:00\"], \"session_ids\": [\"0bbdf0fb-5cb9-446b-b343-56a3bfbaf7cc\", \"ac830804-c1b5-42d2-9295-c3414b4f426b\", \"95517fe6-f4d3-4c61-a4aa-54e299e5ffe3\", \"86b867c6-f440-483d-8005-cc51d2c9430b\"], \"total_duration\": 1580.0, \"total_sessions\": 4, \"mean_week_duration\": 10.464}}, {\"59412\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-29 14:31:33.000000+00:00\", \"2022-11-03 08:24:06.000000+00:00\", \"2019-05-08 14:52:36.000000+00:00\", \"2022-08-23 07:44:05.000000+00:00\", \"2023-05-25 07:53:30.000000+00:00\", \"2020-10-18 04:48:13.000000+00:00\"], \"session_ids\": [\"2b506f5e-cb25-41cf-a28e-de9d422a895b\", \"2a5e2226-3f5d-456c-9259-08b8425d9b27\", \"09d8007b-4735-448a-8722-1047fe029af1\", \"62f22ea2-c726-442d-9013-5b4d9f2fffa6\", \"0e1d9b68-e493-4bbb-b122-5931fa4d30f0\", \"d5298a2c-90dc-4cd5-a445-96a00839ade6\"], \"total_duration\": 372.0, \"total_sessions\": 6, \"mean_week_duration\": 1.763}}]\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[{\"44073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-03 16:52:24.000000+00:00\", \"2020-08-26 13:33:10.000000+00:00\", \"2020-11-25 12:53:45.000000+00:00\"], \"session_ids\": [\"1d717fb2-9493-49e0-a03e-0fa4bc81371e\", \"9956c0e7-cce6-4690-ae27-fe51936f9331\", \"21a049ff-bc6d-44bd-9ffd-35a4b8595bad\"], \"total_duration\": 949.0, \"total_sessions\": 3, \"mean_week_duration\": 73.0}}]\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[{\"44073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-03 16:52:24.000000+00:00\", \"2020-08-26 13:33:10.000000+00:00\", \"2020-11-25 12:53:45.000000+00:00\"], \"session_ids\": [\"1d717fb2-9493-49e0-a03e-0fa4bc81371e\", \"9956c0e7-cce6-4690-ae27-fe51936f9331\", \"21a049ff-bc6d-44bd-9ffd-35a4b8595bad\"], \"total_duration\": 949.0, \"total_sessions\": 3, \"mean_week_duration\": 73.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 5 users pieces of information with a time in app per week that is above 16 and below 41, exclusive both 16 and 41 as well as sort by sessions total in asc order additionaly save only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49613\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-02 11:41:03.000000+00:00\", \"2022-02-03 13:02:37.000000+00:00\"], \"session_ids\": [\"dd993c70-fc19-4e1b-aab6-f3704de87183\", \"c176b594-c80e-48e1-8be8-ac607755cd13\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 1.745}, \"31103\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-24 15:51:55.000000+00:00\", \"2020-12-24 03:01:35.000000+00:00\"], \"session_ids\": [\"1c9188d6-a165-4c06-9df6-47f44a7e481d\", \"22fb4926-c09a-4ad4-8ba7-9ba619e1f986\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.714}, \"90546\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-13 03:04:48.000000+00:00\", \"2019-11-12 13:14:27.000000+00:00\", \"2021-04-28 10:20:33.000000+00:00\"], \"session_ids\": [\"a5fbe160-0400-475b-9294-a6a48515af0e\", \"63f73423-bc63-40b1-8d97-aa8409e7e09c\", \"71f1a0a4-bd50-4d0f-8bad-62a2e378acd9\"], \"total_duration\": 474.0, \"total_sessions\": 3, \"mean_week_duration\": 6.237}, \"38189\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 07:21:10.000000+00:00\", \"2020-08-05 16:55:15.000000+00:00\", \"2023-06-07 01:16:14.000000+00:00\"], \"session_ids\": [\"75845b2b-4aa9-4f01-b727-e9d6e12975cb\", \"4e885d96-1327-4e7b-a0a2-3d1d7ad30936\", \"68d48174-bfc3-4368-9f36-2b8481536824\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.253}, \"78246\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-10 00:05:18.000000+00:00\", \"2019-06-11 12:35:20.000000+00:00\"], \"session_ids\": [\"f83a2f46-0930-46e9-8931-d34e3b6bcdd0\", \"93cc6271-a9e6-41f8-821d-18239c61e890\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 3.967}, \"50499\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-08-03 02:19:11.000000+00:00\", \"2020-06-09 19:36:50.000000+00:00\"], \"session_ids\": [\"358dbc7e-dcf3-4064-9db1-e66038a157c2\", \"49e2321b-7b3b-4a96-8423-11066c7c5262\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 4.233}, \"61596\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-24 01:17:46.000000+00:00\", \"2021-12-24 00:52:50.000000+00:00\"], \"session_ids\": [\"5441acc9-381e-43ac-a0b9-39c8b6b09dc2\", \"e13b0222-8169-4d06-97de-c43b0a5cb582\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.311}, \"13713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-09 22:58:19.000000+00:00\", \"2021-12-11 18:26:31.000000+00:00\"], \"session_ids\": [\"413a4b4b-dcf0-417e-a99f-9f122d9a03e4\", \"3f5343a0-db2a-4140-bb09-b061b4fdc06e\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 1.263}, \"61989\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-08 18:44:39.000000+00:00\", \"2019-11-09 22:03:33.000000+00:00\"], \"session_ids\": [\"618f577c-fde3-4d9f-a4b7-84743a053cfd\", \"2b14d167-abd7-44ea-b4e5-aaa16ff9f102\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 3.398}, \"47198\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-30 12:59:55.000000+00:00\", \"2022-09-25 10:01:28.000000+00:00\"], \"session_ids\": [\"cf554e58-18e7-494c-affb-b8c76d84805a\", \"895ea972-777f-4ac7-b40b-fb2fa3958331\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 4.214}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 16 and are less than 41"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[16, 41]]}}}\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 finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me users who are folks of city Cairo in addition perform sorting by total_sessions 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{\"6455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-06-30 06:42:20.000000+00:00\", \"2021-09-06 11:03:08.000000+00:00\", \"2019-02-22 09:33:45.000000+00:00\"], \"session_ids\": [\"c5913335-84d6-48a5-a04f-ec53776d708c\", \"28d48aca-d1f2-4d9a-ba5f-a4829c123b2b\", \"3d4f616a-cf15-4f61-8626-8c6aa8e3f42b\"], \"total_duration\": 150.0, \"total_sessions\": 3, \"mean_week_duration\": 1.128}, \"5420\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-02-08 13:43:29.000000+00:00\", \"2020-11-16 05:25:26.000000+00:00\"], \"session_ids\": [\"3091365a-caa9-4c32-a1f7-ea4d2143890a\", \"f60e383f-7590-45a4-87f6-60698cb0e46e\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 4.61}, \"60589\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-04-05 23:41:06.000000+00:00\", \"2019-03-06 00:00:41.000000+00:00\", \"2021-08-23 07:08:08.000000+00:00\", \"2021-01-27 05:01:21.000000+00:00\", \"2020-10-16 14:42:38.000000+00:00\", \"2020-09-05 08:30:07.000000+00:00\", \"2022-10-23 11:05:40.000000+00:00\", \"2022-01-05 22:42:25.000000+00:00\", \"2020-09-06 10:02:14.000000+00:00\", \"2019-09-26 09:59:11.000000+00:00\", \"2019-01-27 02:12:12.000000+00:00\"], \"session_ids\": [\"e817948b-2c57-4826-a857-770d66861745\", \"e44b3cf8-6588-4304-ab38-3c5825c9d32e\", \"72b8522e-34ed-4cb0-927e-1624e2d4fa46\", \"7cbdf331-f9de-4d3e-bc9a-718f154590b0\", \"bf7f9bea-e9d7-48b9-a921-2a880d5c10fd\", \"7ced3d49-a2ff-4b53-928d-bf334a1d5738\", \"77e5a549-82d2-4354-8569-bb0caa6b111a\", \"6dd5c4c8-408f-47ad-b03a-412f94dedfbb\", \"cafedc64-ddcd-427d-a75d-8eed115e1abd\", \"bb06db13-999e-4fb4-b9c5-32fb8c77c5fd\", \"5df4c4fe-1d2d-46ea-a26c-12782221eebd\"], \"total_duration\": 25360.0, \"total_sessions\": 11, \"mean_week_duration\": 115.799}, \"99247\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2019-10-05 19:22:47.000000+00:00\", \"2019-08-12 08:21:04.000000+00:00\"], \"session_ids\": [\"925011c2-2199-49bc-b62e-d75c8871975b\", \"87e4bea5-eefc-45f6-8760-395d29ea739a\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 36.0}, \"4784\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-12-05 08:49:55.000000+00:00\", \"2019-07-30 23:07:35.000000+00:00\"], \"session_ids\": [\"a7f9dedd-acd3-4a19-8fdc-75aff2847b00\", \"170784eb-e1cf-46a4-be00-30f8ce7306e5\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"46882\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-18 03:04:11.000000+00:00\", \"2022-09-15 10:30:53.000000+00:00\"], \"session_ids\": [\"9b670178-4b0a-4d56-8290-57fe64180f4e\", \"819ae5e3-63ac-4060-9c5f-96e80e193b55\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.615}, \"54602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-16 10:31:02.000000+00:00\", \"2022-09-04 21:57:27.000000+00:00\", \"2020-01-02 22:19:59.000000+00:00\", \"2019-10-17 23:36:12.000000+00:00\", \"2021-04-06 20:19:10.000000+00:00\", \"2021-04-13 11:15:17.000000+00:00\", \"2020-03-22 00:11:58.000000+00:00\", \"2019-02-14 05:08:14.000000+00:00\", \"2019-04-21 07:18:04.000000+00:00\", \"2023-05-26 06:45:29.000000+00:00\"], \"session_ids\": [\"a1e1e2d3-fb83-4d1e-b347-a81c226c78ed\", \"c6fbb2e2-7655-47dd-8be9-9f292464b920\", \"672ea810-d8cf-43d0-a353-cf28eb94514c\", \"b3e94ed3-4cb1-4dd9-8aa3-f5c5a4b0220b\", \"85209253-7c22-432b-835f-e5abc22af8b2\", \"f9eda736-f4a9-4900-a00a-36f176504987\", \"842a1141-842d-4730-9f03-1fc4c1dbd8d4\", \"4a732ec3-d14f-41bc-b579-4bfd52da4fa0\", \"eb515037-3721-4315-8d45-732fc59aef45\", \"1c16f328-2eea-4360-9a1c-8bdc3b43f3fd\"], \"total_duration\": 31860.0, \"total_sessions\": 10, \"mean_week_duration\": 142.232}, \"76189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-22 22:19:18.000000+00:00\", \"2019-01-13 16:25:06.000000+00:00\", \"2022-07-10 09:10:30.000000+00:00\"], \"session_ids\": [\"20534a4e-70b2-47e6-99a5-f251fd700ba2\", \"cbca5408-2cf5-4f38-89bf-7b8178152da0\", \"56263aa9-e335-4c3c-9af0-1fdd38834bf7\"], \"total_duration\": 494.0, \"total_sessions\": 3, \"mean_week_duration\": 2.714}, \"5619\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-28 22:44:02.000000+00:00\", \"2021-01-31 03:08:39.000000+00:00\"], \"session_ids\": [\"99d8079d-187a-4384-a4d1-08d1c8b48aee\", \"a7359624-a910-4c22-8ece-5b89011ae7c9\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 6.947}, \"48059\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-12 05:50:36.000000+00:00\", \"2021-07-29 12:51:53.000000+00:00\", \"2022-08-07 07:24:44.000000+00:00\", \"2019-12-07 13:15:51.000000+00:00\", \"2022-10-19 14:46:28.000000+00:00\"], \"session_ids\": [\"db7e0290-a06d-45ba-874f-2db490dbe555\", \"be1f4023-efcd-448a-94ea-604964baf4f1\", \"2ad9e12b-6689-4718-a10a-b795fd41a4aa\", \"2843716c-c40a-4df4-8f8b-157cb89a3d35\", \"62812089-0e23-4eee-84a7-210100f240c5\"], \"total_duration\": 126.0, \"total_sessions\": 5, \"mean_week_duration\": 0.84}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Cairo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Cairo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 7 users who are folks of cities Budapest, Paris, New Delhi, Oslo also sort by sessions summation in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30369\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-26 13:24:02.000000+00:00\", \"2020-11-25 12:52:18.000000+00:00\", \"2022-10-19 22:05:51.000000+00:00\", \"2019-09-13 22:29:03.000000+00:00\", \"2022-05-22 22:52:32.000000+00:00\", \"2019-07-08 17:35:01.000000+00:00\", \"2020-02-04 08:47:31.000000+00:00\", \"2022-03-26 08:49:43.000000+00:00\", \"2021-03-25 15:13:09.000000+00:00\"], \"session_ids\": [\"dc917dcb-ac0c-4e74-a7d8-32491c46f060\", \"de4dba8c-e5dc-4ed8-a053-c8af14729dbd\", \"140b311b-d140-4e29-9261-89c639533d8b\", \"7d595490-bb94-4a3f-acd6-3ada0ec46185\", \"058e6828-8e57-41db-b5f9-0668808c779a\", \"95bb3f01-7c34-498f-81ef-4488a9371d1b\", \"83736cd5-447f-4fe0-9bfd-df98305203c6\", \"154a7d82-029b-408f-ad67-c061210616a2\", \"7ca58ec5-3d3e-4784-93dc-78e493bc413c\"], \"total_duration\": 17409.0, \"total_sessions\": 9, \"mean_week_duration\": 101.215}, \"70567\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-10-02 05:51:27.000000+00:00\", \"2022-09-24 13:06:34.000000+00:00\"], \"session_ids\": [\"ac7327a8-e3a6-46a0-89ca-e4b041d0338b\", \"0c16cc36-6f96-457a-b07b-7c32f096a9b6\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 5.784}, \"88205\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-03-31 07:53:02.000000+00:00\", \"2020-01-17 09:13:10.000000+00:00\"], \"session_ids\": [\"630c58e6-5d38-4804-ba53-ce0773d86887\", \"51b4ba5c-427a-48b8-bada-553fc539e0c2\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 18.455}, \"70135\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-02-05 21:27:52.000000+00:00\", \"2022-09-02 16:55:41.000000+00:00\", \"2022-04-01 18:22:19.000000+00:00\"], \"session_ids\": [\"dcd6d3a1-adbe-4419-9584-e803d68b45b2\", \"36b0220b-736d-42c0-b824-f7ccee4d02e3\", \"81fbdfa5-12b2-4146-ae4f-ce7ced379993\"], \"total_duration\": 179.0, \"total_sessions\": 3, \"mean_week_duration\": 2.183}, \"64338\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-06-20 23:56:36.000000+00:00\", \"2020-09-28 13:52:35.000000+00:00\", \"2023-01-17 21:27:53.000000+00:00\", \"2020-02-10 15:24:31.000000+00:00\", \"2021-01-31 12:52:31.000000+00:00\", \"2020-08-20 06:52:27.000000+00:00\", \"2021-12-21 23:50:33.000000+00:00\", \"2019-10-07 09:49:23.000000+00:00\", \"2022-01-18 19:43:36.000000+00:00\"], \"session_ids\": [\"5b2a1a30-cae0-466e-8058-d39536028b7c\", \"6482f86f-636b-40ad-a80e-81f304a0885c\", \"b148b790-f0e3-4288-b451-25b2dc2fa6af\", \"78e278a0-6f5a-4773-b36d-96660eb4e999\", \"d598d4a4-0085-4284-9064-d207dd666148\", \"12e8c9da-cc58-4309-b2ed-5872fa2a37f7\", \"0a1238e5-2254-4a8f-91af-8faf3b5d6080\", \"b56cd0a4-f0e1-4dd4-8fac-ec530c29e508\", \"c349f8d8-3d0e-4847-b23b-0de78884dae9\"], \"total_duration\": 6895.0, \"total_sessions\": 9, \"mean_week_duration\": 40.087}, \"7932\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-30 22:47:10.000000+00:00\", \"2020-08-24 15:14:14.000000+00:00\", \"2020-10-11 13:06:52.000000+00:00\", \"2022-04-27 09:34:33.000000+00:00\", \"2022-08-29 05:05:20.000000+00:00\", \"2022-05-24 22:57:04.000000+00:00\", \"2022-01-17 13:48:24.000000+00:00\", \"2022-04-30 20:55:07.000000+00:00\", \"2021-08-16 18:03:23.000000+00:00\"], \"session_ids\": [\"fd384567-8d1e-4a97-a4ef-01b7e0ecc81d\", \"b2ea5083-32ce-4755-b4f5-a00ca90c3c80\", \"87fa74a9-2426-40a6-a7cc-6f2194f26af2\", \"ec442627-dd0a-4c38-98e2-2882010168fc\", \"78244a8c-f8ef-48d7-9b59-4d5bea8a387c\", \"95c8ff8b-9196-42dd-b762-2cb40fb76ee0\", \"7d21f419-a6bf-4be3-9523-6379714868f8\", \"faf0caa8-e21b-44d6-bf52-3ab8e2520f79\", \"9a942115-9e1a-488c-9e62-fd8e25c24ac2\"], \"total_duration\": 7173.0, \"total_sessions\": 9, \"mean_week_duration\": 58.317}, \"81412\": {\"keyflows\": {\"Sign In Flow\": 8, \"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\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-10 02:35:34.000000+00:00\", \"2021-12-31 05:45:38.000000+00:00\", \"2020-01-04 16:37:10.000000+00:00\"], \"session_ids\": [\"ed9a9778-5453-47c3-99c5-c06d1b7c7e2b\", \"e46558ce-1609-476d-82e4-6d47b528d3c8\", \"eb08d14f-3c64-46ed-9b60-7d6788a4783c\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 1.622}, \"99954\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-07-05 11:29:02.000000+00:00\", \"2023-03-03 12:22:36.000000+00:00\"], \"session_ids\": [\"19382727-bc64-4fb1-883d-04f9b11aad7f\", \"056394d5-743a-4537-9ec9-fe333396b2b4\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 0.555}, \"56740\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-16 03:49:08.000000+00:00\", \"2020-05-01 05:41:20.000000+00:00\", \"2021-10-26 19:09:08.000000+00:00\", \"2022-03-11 01:51:17.000000+00:00\", \"2020-11-19 17:39:09.000000+00:00\", \"2022-09-06 14:17:57.000000+00:00\", \"2021-01-31 02:40:05.000000+00:00\", \"2020-12-19 10:27:17.000000+00:00\"], \"session_ids\": [\"940a0a43-5cbd-4481-818d-329cac1247a7\", \"d5740cf2-6470-4bb3-a773-7a897a8c2c0e\", \"bde45b56-6219-4c6f-94ea-1c72b5a9f031\", \"a335911a-4cfd-4271-ad5a-e3dd6fca48f5\", \"d083af9d-bde6-4b6e-b122-ad3dddec19b7\", \"bb062b3e-652a-4b67-8148-b80b54fc76ea\", \"4636193e-f7ec-46ab-8c09-35f43a7aac12\", \"65097f0c-1a79-4429-b7ce-0f0b561c1aad\"], \"total_duration\": 71.0, \"total_sessions\": 8, \"mean_week_duration\": 0.483}, \"84730\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-27 04:25:12.000000+00:00\", \"2020-07-19 08:47:03.000000+00:00\", \"2020-02-10 08:38:10.000000+00:00\", \"2022-09-30 03:54:18.000000+00:00\", \"2021-07-05 22:35:09.000000+00:00\", \"2021-07-09 17:40:59.000000+00:00\", \"2020-07-26 13:21:51.000000+00:00\", \"2021-08-05 09:27:35.000000+00:00\", \"2020-10-21 23:24:19.000000+00:00\"], \"session_ids\": [\"148bbfc4-4e3b-4a36-a7ee-96e81f8a7251\", \"7464c6e6-029e-44e7-893b-7cb9d8befc7c\", \"323e3330-dded-4691-907c-68768fd77e45\", \"5402326b-bcca-485d-9d2b-19fe831dbe22\", \"f85fca6f-9c74-4206-89aa-0bbeacfb0883\", \"fea3e78f-e0ae-401a-b248-603a82238456\", \"9a60129a-eef2-4acb-947e-83ee6df9ff7c\", \"6146167c-ada8-42de-99c6-377b6ca0edb4\", \"e247231f-15fe-4481-8316-8d14237ab4da\"], \"total_duration\": 356.0, \"total_sessions\": 9, \"mean_week_duration\": 2.094}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Budapest, Parare, New Delhi, Oslo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Budapest\", \"Paris\", \"New Delhi\", \"Oslo\"]]}}}\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": "Please provide insights on user who has overall total duration less than 2895 and greater than 2306 + perform sorting by total time using the app in descending order also provide me only with 2 pieces of data."
}
] |
[
{
"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{\"54992\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-09 14:57:18.000000+00:00\", \"2020-06-11 22:50:00.000000+00:00\"], \"session_ids\": [\"5911ae3f-e0a1-4cec-abc3-b0cb9b314281\", \"ac494b9a-6783-40ce-9c5d-1400ef90c921\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.263}, \"77861\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-09-24 05:21:11.000000+00:00\", \"2021-10-03 22:48:41.000000+00:00\"], \"session_ids\": [\"487452fc-2080-420d-98c4-f9e51391f33f\", \"6f7d1652-be6a-4d76-ba52-4cb5d82ec754\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 2.443}, \"49146\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-07 09:26:36.000000+00:00\", \"2022-10-29 10:58:41.000000+00:00\"], \"session_ids\": [\"1834d4ed-a419-4fc3-88fc-bcafc48356c7\", \"d56d1a97-597c-463a-8f5e-b681334f5227\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 7.529}, \"60463\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-30 11:03:53.000000+00:00\", \"2019-01-18 14:55:29.000000+00:00\", \"2021-03-05 10:21:02.000000+00:00\", \"2019-08-23 06:20:13.000000+00:00\", \"2021-07-12 23:19:58.000000+00:00\", \"2023-04-27 11:29:55.000000+00:00\"], \"session_ids\": [\"6e4917c0-003d-46a1-a8bb-20a3078f5c61\", \"e058f579-0a45-4249-9868-c5b853361213\", \"badabd5b-74a3-4b77-8dd0-a14aea3f2fa6\", \"3bf40fb8-ebb4-4f6d-8c3f-ec9c5951900f\", \"1e7ad8ca-9f51-4faa-8846-d68b600fb51b\", \"52b3c4dd-4d72-4c83-ac0d-76b9df50e74b\"], \"total_duration\": 460.0, \"total_sessions\": 6, \"mean_week_duration\": 2.063}, \"39922\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-19 14:56:18.000000+00:00\", \"2020-11-25 05:02:54.000000+00:00\", \"2022-03-09 19:19:24.000000+00:00\", \"2021-06-05 05:38:28.000000+00:00\", \"2021-10-02 03:32:38.000000+00:00\", \"2019-04-07 21:30:23.000000+00:00\", \"2023-05-10 13:24:23.000000+00:00\", \"2021-11-01 08:56:14.000000+00:00\", \"2021-05-04 01:08:14.000000+00:00\", \"2023-02-03 23:25:07.000000+00:00\", \"2022-03-21 12:03:12.000000+00:00\"], \"session_ids\": [\"19872754-a478-4a6b-b75f-1fe20110f6d8\", \"de233dce-66ff-45c9-83e3-3e1c36cb53c3\", \"f2a4d83d-218f-4edc-89cb-e9dd620e1689\", \"fb57efd4-f6fb-4b6c-b974-60a27c6b0e93\", \"1d2efb95-5dee-41cd-b8af-3155faac2b7d\", \"3cb451e3-70c8-4bd2-a7d6-593c2649cb1d\", \"d4743c30-98bf-47ee-b67f-6bde61795c8e\", \"97945378-32ab-420c-a3b9-82cba7518068\", \"cdebd675-2423-46fe-ae9b-0d858d41256f\", \"6afcddf3-3561-4421-b007-d9c389cfacde\", \"ad185555-a5c2-4b27-ae8f-bf3c544c3579\"], \"total_duration\": 184.0, \"total_sessions\": 11, \"mean_week_duration\": 0.86}, \"28593\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-06 20:21:27.000000+00:00\", \"2021-11-23 02:30:52.000000+00:00\"], \"session_ids\": [\"ee60f729-59d5-4da3-bf9a-dc12802f0e98\", \"d691b30e-931b-42fc-8d18-377ea12c100d\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 3.112}, \"92071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-24 15:16:46.000000+00:00\", \"2022-05-30 06:24:01.000000+00:00\", \"2022-05-05 17:07:00.000000+00:00\", \"2020-01-04 11:32:07.000000+00:00\", \"2021-05-11 03:58:39.000000+00:00\"], \"session_ids\": [\"59406fb6-040e-41b2-a792-7d9675e80043\", \"eb30db7e-aa41-4e0b-85e4-f00986b3c5d7\", \"4c1744f9-491f-45c6-8ae9-d9e5a63794fd\", \"90523b1b-01b1-4074-b8c2-84404c456908\", \"7e1777bc-663e-48a0-8a83-c34d67b338ca\"], \"total_duration\": 2362.0, \"total_sessions\": 5, \"mean_week_duration\": 18.31}, \"42480\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-02-28 05:20:22.000000+00:00\", \"2022-07-18 12:21:03.000000+00:00\"], \"session_ids\": [\"93d7477f-8998-4363-a96b-2b942b844b46\", \"ef4f648f-cb01-4119-8c65-34a67d370b2d\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 12.3}, \"81507\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-15 05:50:47.000000+00:00\", \"2023-02-12 22:30:12.000000+00:00\", \"2023-01-08 00:05:08.000000+00:00\", \"2023-02-04 07:12:23.000000+00:00\"], \"session_ids\": [\"1c97a79a-b99d-4ed6-aac5-bbdfa90ff7b8\", \"ee6b62f3-03a3-441d-8937-addbec375772\", \"3d122340-cb6a-415c-bd9d-496d01ee2cd3\", \"77f36771-507c-47ed-b00b-231ce06e418d\"], \"total_duration\": 1871.0, \"total_sessions\": 4, \"mean_week_duration\": 19.49}, \"11938\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 7, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-21 09:06:58.000000+00:00\", \"2022-09-19 01:50:10.000000+00:00\"], \"session_ids\": [\"d740a3f9-7ffc-4954-83b3-d79f306e5a85\", \"48ceee43-1dfd-4a85-a95f-c77cc5f7e516\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 6.333}}\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 2306 and are equal or less than 2895"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[2306, 2895]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-24 15:16:46.000000+00:00\", \"2022-05-30 06:24:01.000000+00:00\", \"2022-05-05 17:07:00.000000+00:00\", \"2020-01-04 11:32:07.000000+00:00\", \"2021-05-11 03:58:39.000000+00:00\"], \"session_ids\": [\"59406fb6-040e-41b2-a792-7d9675e80043\", \"eb30db7e-aa41-4e0b-85e4-f00986b3c5d7\", \"4c1744f9-491f-45c6-8ae9-d9e5a63794fd\", \"90523b1b-01b1-4074-b8c2-84404c456908\", \"7e1777bc-663e-48a0-8a83-c34d67b338ca\"], \"total_duration\": 2362.0, \"total_sessions\": 5, \"mean_week_duration\": 18.31}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-24 15:16:46.000000+00:00\", \"2022-05-30 06:24:01.000000+00:00\", \"2022-05-05 17:07:00.000000+00:00\", \"2020-01-04 11:32:07.000000+00:00\", \"2021-05-11 03:58:39.000000+00:00\"], \"session_ids\": [\"59406fb6-040e-41b2-a792-7d9675e80043\", \"eb30db7e-aa41-4e0b-85e4-f00986b3c5d7\", \"4c1744f9-491f-45c6-8ae9-d9e5a63794fd\", \"90523b1b-01b1-4074-b8c2-84404c456908\", \"7e1777bc-663e-48a0-8a83-c34d67b338ca\"], \"total_duration\": 2362.0, \"total_sessions\": 5, \"mean_week_duration\": 18.31}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-24 15:16:46.000000+00:00\", \"2022-05-30 06:24:01.000000+00:00\", \"2022-05-05 17:07:00.000000+00:00\", \"2020-01-04 11:32:07.000000+00:00\", \"2021-05-11 03:58:39.000000+00:00\"], \"session_ids\": [\"59406fb6-040e-41b2-a792-7d9675e80043\", \"eb30db7e-aa41-4e0b-85e4-f00986b3c5d7\", \"4c1744f9-491f-45c6-8ae9-d9e5a63794fd\", \"90523b1b-01b1-4074-b8c2-84404c456908\", \"7e1777bc-663e-48a0-8a83-c34d67b338ca\"], \"total_duration\": 2362.0, \"total_sessions\": 5, \"mean_week_duration\": 18.31}}]\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[{\"92071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-24 15:16:46.000000+00:00\", \"2022-05-30 06:24:01.000000+00:00\", \"2022-05-05 17:07:00.000000+00:00\", \"2020-01-04 11:32:07.000000+00:00\", \"2021-05-11 03:58:39.000000+00:00\"], \"session_ids\": [\"59406fb6-040e-41b2-a792-7d9675e80043\", \"eb30db7e-aa41-4e0b-85e4-f00986b3c5d7\", \"4c1744f9-491f-45c6-8ae9-d9e5a63794fd\", \"90523b1b-01b1-4074-b8c2-84404c456908\", \"7e1777bc-663e-48a0-8a83-c34d67b338ca\"], \"total_duration\": 2362.0, \"total_sessions\": 5, \"mean_week_duration\": 18.31}}]\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 3 users who have sum of sessions strictly less than 3 and greater than 8 (not including) also do sorting by urban title form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94316\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-01 01:32:18.000000+00:00\", \"2020-03-25 18:58:13.000000+00:00\"], \"session_ids\": [\"3af4c439-3af0-476d-94fb-476ba2c29ccf\", \"a20f52c3-05bf-47c8-86fa-c4e96a098748\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 10.294}, \"73010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-10 22:11:06.000000+00:00\", \"2021-10-05 08:05:26.000000+00:00\", \"2022-04-08 17:37:40.000000+00:00\"], \"session_ids\": [\"2c556c43-611d-4151-a8a0-f859a8f463ea\", \"8aa1924f-ed53-4b46-aef4-f902d6f33da6\", \"e69b7271-f019-42a2-884e-f8def44fae87\"], \"total_duration\": 405.0, \"total_sessions\": 3, \"mean_week_duration\": 4.219}, \"34547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-07 10:22:49.000000+00:00\", \"2021-01-19 19:10:39.000000+00:00\"], \"session_ids\": [\"84b39972-1af3-453a-ad63-76fe7cf0b35a\", \"bc70c69f-4bac-4e84-9e7b-e8a5e341c198\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 5.049}, \"10007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-29 18:33:54.000000+00:00\", \"2019-05-18 23:54:15.000000+00:00\"], \"session_ids\": [\"1b193c72-b309-4849-8d0e-8038bb62a835\", \"a12aa909-cc26-49a8-8a12-796f5c8d6cee\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}, \"63031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-09-10 05:11:11.000000+00:00\", \"2019-09-26 11:32:51.000000+00:00\"], \"session_ids\": [\"deb80f81-5f8f-4b0b-9179-790e808224b0\", \"94a7d54f-a61b-4cff-8354-a10428aa0016\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 0.606}, \"13345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-30 11:25:58.000000+00:00\", \"2023-06-12 10:45:54.000000+00:00\"], \"session_ids\": [\"1800119d-4ec6-40c3-b3fd-10a06c7d3486\", \"eb9ab95d-0e98-4b30-82ff-a6280399c25f\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 2.439}, \"55377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-22 11:31:24.000000+00:00\", \"2022-09-05 04:31:03.000000+00:00\", \"2019-12-26 22:38:39.000000+00:00\"], \"session_ids\": [\"67517ad9-654f-4bf0-8752-09e5a6dfc726\", \"c91437e5-6387-42ca-bd41-1ccae07a63d2\", \"36429e46-dd29-49aa-bafd-e17af3762882\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.461}, \"70292\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-15 12:40:28.000000+00:00\", \"2020-10-18 09:26:42.000000+00:00\", \"2023-02-21 13:46:38.000000+00:00\", \"2021-07-24 23:43:00.000000+00:00\", \"2021-03-24 09:57:20.000000+00:00\", \"2023-02-01 10:37:25.000000+00:00\", \"2020-12-28 12:41:34.000000+00:00\", \"2021-05-31 12:59:44.000000+00:00\", \"2020-05-20 00:32:12.000000+00:00\", \"2021-04-30 04:39:20.000000+00:00\"], \"session_ids\": [\"f5193891-475d-48cf-9600-e1dc54c0f7b4\", \"7ab7647c-eae3-489a-886b-1e6097ad2470\", \"73a9e8d7-e887-496a-83d3-8456dd424a12\", \"5ad15e29-553c-479e-a919-e4bb225bbcfe\", \"287b39d7-bb88-4db7-818e-a276dca5612d\", \"89fa8b0d-74b7-4f7d-ab2d-9ce9c65daccc\", \"4b146d41-73e2-45af-a817-b36ac5b81c0a\", \"80367121-d49a-48eb-926a-2ac9d575b962\", \"ae0b6a29-dd6a-4aec-8af7-1c81b0deabd3\", \"50bb4172-423d-47eb-9bbf-9973fdf97ea6\"], \"total_duration\": 442.0, \"total_sessions\": 10, \"mean_week_duration\": 2.339}, \"87902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-06-10 10:03:42.000000+00:00\", \"2020-09-24 14:44:08.000000+00:00\"], \"session_ids\": [\"2f77e94f-fcda-42fe-a24c-a3ad8f4be897\", \"dd2e732e-a82d-4e8a-958e-3bdd60f05914\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"29275\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-03 22:00:10.000000+00:00\", \"2019-03-04 12:47:05.000000+00:00\"], \"session_ids\": [\"9cb7c974-7b74-475b-b06b-ffc1542436f2\", \"3b989172-9032-47b2-87e2-c14955104b23\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 3 and are greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[3, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94316\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-01 01:32:18.000000+00:00\", \"2020-03-25 18:58:13.000000+00:00\"], \"session_ids\": [\"3af4c439-3af0-476d-94fb-476ba2c29ccf\", \"a20f52c3-05bf-47c8-86fa-c4e96a098748\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 10.294}, \"34547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-07 10:22:49.000000+00:00\", \"2021-01-19 19:10:39.000000+00:00\"], \"session_ids\": [\"84b39972-1af3-453a-ad63-76fe7cf0b35a\", \"bc70c69f-4bac-4e84-9e7b-e8a5e341c198\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 5.049}, \"10007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-29 18:33:54.000000+00:00\", \"2019-05-18 23:54:15.000000+00:00\"], \"session_ids\": [\"1b193c72-b309-4849-8d0e-8038bb62a835\", \"a12aa909-cc26-49a8-8a12-796f5c8d6cee\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}, \"63031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-09-10 05:11:11.000000+00:00\", \"2019-09-26 11:32:51.000000+00:00\"], \"session_ids\": [\"deb80f81-5f8f-4b0b-9179-790e808224b0\", \"94a7d54f-a61b-4cff-8354-a10428aa0016\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 0.606}, \"13345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-30 11:25:58.000000+00:00\", \"2023-06-12 10:45:54.000000+00:00\"], \"session_ids\": [\"1800119d-4ec6-40c3-b3fd-10a06c7d3486\", \"eb9ab95d-0e98-4b30-82ff-a6280399c25f\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 2.439}, \"87902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-06-10 10:03:42.000000+00:00\", \"2020-09-24 14:44:08.000000+00:00\"], \"session_ids\": [\"2f77e94f-fcda-42fe-a24c-a3ad8f4be897\", \"dd2e732e-a82d-4e8a-958e-3bdd60f05914\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"29275\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-03 22:00:10.000000+00:00\", \"2019-03-04 12:47:05.000000+00:00\"], \"session_ids\": [\"9cb7c974-7b74-475b-b06b-ffc1542436f2\", \"3b989172-9032-47b2-87e2-c14955104b23\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}, \"70292\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-15 12:40:28.000000+00:00\", \"2020-10-18 09:26:42.000000+00:00\", \"2023-02-21 13:46:38.000000+00:00\", \"2021-07-24 23:43:00.000000+00:00\", \"2021-03-24 09:57:20.000000+00:00\", \"2023-02-01 10:37:25.000000+00:00\", \"2020-12-28 12:41:34.000000+00:00\", \"2021-05-31 12:59:44.000000+00:00\", \"2020-05-20 00:32:12.000000+00:00\", \"2021-04-30 04:39:20.000000+00:00\"], \"session_ids\": [\"f5193891-475d-48cf-9600-e1dc54c0f7b4\", \"7ab7647c-eae3-489a-886b-1e6097ad2470\", \"73a9e8d7-e887-496a-83d3-8456dd424a12\", \"5ad15e29-553c-479e-a919-e4bb225bbcfe\", \"287b39d7-bb88-4db7-818e-a276dca5612d\", \"89fa8b0d-74b7-4f7d-ab2d-9ce9c65daccc\", \"4b146d41-73e2-45af-a817-b36ac5b81c0a\", \"80367121-d49a-48eb-926a-2ac9d575b962\", \"ae0b6a29-dd6a-4aec-8af7-1c81b0deabd3\", \"50bb4172-423d-47eb-9bbf-9973fdf97ea6\"], \"total_duration\": 442.0, \"total_sessions\": 10, \"mean_week_duration\": 2.339}}\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[{\"10007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-29 18:33:54.000000+00:00\", \"2019-05-18 23:54:15.000000+00:00\"], \"session_ids\": [\"1b193c72-b309-4849-8d0e-8038bb62a835\", \"a12aa909-cc26-49a8-8a12-796f5c8d6cee\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}}, {\"70292\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-15 12:40:28.000000+00:00\", \"2020-10-18 09:26:42.000000+00:00\", \"2023-02-21 13:46:38.000000+00:00\", \"2021-07-24 23:43:00.000000+00:00\", \"2021-03-24 09:57:20.000000+00:00\", \"2023-02-01 10:37:25.000000+00:00\", \"2020-12-28 12:41:34.000000+00:00\", \"2021-05-31 12:59:44.000000+00:00\", \"2020-05-20 00:32:12.000000+00:00\", \"2021-04-30 04:39:20.000000+00:00\"], \"session_ids\": [\"f5193891-475d-48cf-9600-e1dc54c0f7b4\", \"7ab7647c-eae3-489a-886b-1e6097ad2470\", \"73a9e8d7-e887-496a-83d3-8456dd424a12\", \"5ad15e29-553c-479e-a919-e4bb225bbcfe\", \"287b39d7-bb88-4db7-818e-a276dca5612d\", \"89fa8b0d-74b7-4f7d-ab2d-9ce9c65daccc\", \"4b146d41-73e2-45af-a817-b36ac5b81c0a\", \"80367121-d49a-48eb-926a-2ac9d575b962\", \"ae0b6a29-dd6a-4aec-8af7-1c81b0deabd3\", \"50bb4172-423d-47eb-9bbf-9973fdf97ea6\"], \"total_duration\": 442.0, \"total_sessions\": 10, \"mean_week_duration\": 2.339}}, {\"94316\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-01 01:32:18.000000+00:00\", \"2020-03-25 18:58:13.000000+00:00\"], \"session_ids\": [\"3af4c439-3af0-476d-94fb-476ba2c29ccf\", \"a20f52c3-05bf-47c8-86fa-c4e96a098748\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 10.294}}, {\"13345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-30 11:25:58.000000+00:00\", \"2023-06-12 10:45:54.000000+00:00\"], \"session_ids\": [\"1800119d-4ec6-40c3-b3fd-10a06c7d3486\", \"eb9ab95d-0e98-4b30-82ff-a6280399c25f\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 2.439}}, {\"87902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-06-10 10:03:42.000000+00:00\", \"2020-09-24 14:44:08.000000+00:00\"], \"session_ids\": [\"2f77e94f-fcda-42fe-a24c-a3ad8f4be897\", \"dd2e732e-a82d-4e8a-958e-3bdd60f05914\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"34547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-07 10:22:49.000000+00:00\", \"2021-01-19 19:10:39.000000+00:00\"], \"session_ids\": [\"84b39972-1af3-453a-ad63-76fe7cf0b35a\", \"bc70c69f-4bac-4e84-9e7b-e8a5e341c198\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 5.049}}, {\"29275\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-03 22:00:10.000000+00:00\", \"2019-03-04 12:47:05.000000+00:00\"], \"session_ids\": [\"9cb7c974-7b74-475b-b06b-ffc1542436f2\", \"3b989172-9032-47b2-87e2-c14955104b23\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}}, {\"63031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-09-10 05:11:11.000000+00:00\", \"2019-09-26 11:32:51.000000+00:00\"], \"session_ids\": [\"deb80f81-5f8f-4b0b-9179-790e808224b0\", \"94a7d54f-a61b-4cff-8354-a10428aa0016\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 0.606}}]\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[{\"10007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-29 18:33:54.000000+00:00\", \"2019-05-18 23:54:15.000000+00:00\"], \"session_ids\": [\"1b193c72-b309-4849-8d0e-8038bb62a835\", \"a12aa909-cc26-49a8-8a12-796f5c8d6cee\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}}, {\"70292\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-15 12:40:28.000000+00:00\", \"2020-10-18 09:26:42.000000+00:00\", \"2023-02-21 13:46:38.000000+00:00\", \"2021-07-24 23:43:00.000000+00:00\", \"2021-03-24 09:57:20.000000+00:00\", \"2023-02-01 10:37:25.000000+00:00\", \"2020-12-28 12:41:34.000000+00:00\", \"2021-05-31 12:59:44.000000+00:00\", \"2020-05-20 00:32:12.000000+00:00\", \"2021-04-30 04:39:20.000000+00:00\"], \"session_ids\": [\"f5193891-475d-48cf-9600-e1dc54c0f7b4\", \"7ab7647c-eae3-489a-886b-1e6097ad2470\", \"73a9e8d7-e887-496a-83d3-8456dd424a12\", \"5ad15e29-553c-479e-a919-e4bb225bbcfe\", \"287b39d7-bb88-4db7-818e-a276dca5612d\", \"89fa8b0d-74b7-4f7d-ab2d-9ce9c65daccc\", \"4b146d41-73e2-45af-a817-b36ac5b81c0a\", \"80367121-d49a-48eb-926a-2ac9d575b962\", \"ae0b6a29-dd6a-4aec-8af7-1c81b0deabd3\", \"50bb4172-423d-47eb-9bbf-9973fdf97ea6\"], \"total_duration\": 442.0, \"total_sessions\": 10, \"mean_week_duration\": 2.339}}, {\"94316\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-01 01:32:18.000000+00:00\", \"2020-03-25 18:58:13.000000+00:00\"], \"session_ids\": [\"3af4c439-3af0-476d-94fb-476ba2c29ccf\", \"a20f52c3-05bf-47c8-86fa-c4e96a098748\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 10.294}}]\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[{\"10007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-29 18:33:54.000000+00:00\", \"2019-05-18 23:54:15.000000+00:00\"], \"session_ids\": [\"1b193c72-b309-4849-8d0e-8038bb62a835\", \"a12aa909-cc26-49a8-8a12-796f5c8d6cee\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}}, {\"70292\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-15 12:40:28.000000+00:00\", \"2020-10-18 09:26:42.000000+00:00\", \"2023-02-21 13:46:38.000000+00:00\", \"2021-07-24 23:43:00.000000+00:00\", \"2021-03-24 09:57:20.000000+00:00\", \"2023-02-01 10:37:25.000000+00:00\", \"2020-12-28 12:41:34.000000+00:00\", \"2021-05-31 12:59:44.000000+00:00\", \"2020-05-20 00:32:12.000000+00:00\", \"2021-04-30 04:39:20.000000+00:00\"], \"session_ids\": [\"f5193891-475d-48cf-9600-e1dc54c0f7b4\", \"7ab7647c-eae3-489a-886b-1e6097ad2470\", \"73a9e8d7-e887-496a-83d3-8456dd424a12\", \"5ad15e29-553c-479e-a919-e4bb225bbcfe\", \"287b39d7-bb88-4db7-818e-a276dca5612d\", \"89fa8b0d-74b7-4f7d-ab2d-9ce9c65daccc\", \"4b146d41-73e2-45af-a817-b36ac5b81c0a\", \"80367121-d49a-48eb-926a-2ac9d575b962\", \"ae0b6a29-dd6a-4aec-8af7-1c81b0deabd3\", \"50bb4172-423d-47eb-9bbf-9973fdf97ea6\"], \"total_duration\": 442.0, \"total_sessions\": 10, \"mean_week_duration\": 2.339}}, {\"94316\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-01 01:32:18.000000+00:00\", \"2020-03-25 18:58:13.000000+00:00\"], \"session_ids\": [\"3af4c439-3af0-476d-94fb-476ba2c29ccf\", \"a20f52c3-05bf-47c8-86fa-c4e96a098748\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 10.294}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user who is inhabitant of the city Amsterdam in addition put to use sorting by duration summation form the highest to the lowest."
}
] |
[
{
"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{\"82574\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-05 17:51:30.000000+00:00\", \"2022-05-09 06:52:46.000000+00:00\"], \"session_ids\": [\"db6d5c7a-c4fb-4b46-952b-7b9a991116c9\", \"30f61410-ffa3-42a3-b4c8-8e144d8a162b\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.667}, \"73165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-07-09 09:44:39.000000+00:00\", \"2023-04-30 19:11:01.000000+00:00\", \"2022-03-21 07:15:25.000000+00:00\", \"2023-01-19 23:17:25.000000+00:00\"], \"session_ids\": [\"2f31acd7-cb3c-4bfb-b09e-a87831eea6da\", \"68cf5279-5843-4517-b159-7a93e9b6f1fc\", \"ca66377e-d75d-427f-98d6-a39d2c1eff24\", \"d3558428-6d5f-48c3-a5d6-0fb040443830\"], \"total_duration\": 228.0, \"total_sessions\": 4, \"mean_week_duration\": 3.931}, \"70299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-07 07:02:12.000000+00:00\", \"2020-10-13 14:12:41.000000+00:00\"], \"session_ids\": [\"1bf8f15c-b9c8-40dc-89a9-9d5aab49e825\", \"9a213885-7ef8-403e-b040-1d148592f371\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 14.385}, \"25595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-29 18:24:00.000000+00:00\", \"2022-01-19 05:16:33.000000+00:00\"], \"session_ids\": [\"e02a6965-c815-4464-ac92-d744819ad280\", \"a90c1a20-03b2-4889-a669-267d71627857\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 38.0}, \"46619\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-07 14:49:58.000000+00:00\", \"2021-04-16 15:02:31.000000+00:00\", \"2021-06-04 15:47:22.000000+00:00\"], \"session_ids\": [\"c074b1f8-123b-445a-ac1d-fa61c7d81d10\", \"dd916835-daea-46d8-9b1c-4f42b730b64c\", \"f815ff10-a581-4403-9f04-0300d47516b4\"], \"total_duration\": 422.0, \"total_sessions\": 3, \"mean_week_duration\": 4.22}, \"82894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-28 03:25:14.000000+00:00\", \"2020-09-27 21:10:36.000000+00:00\", \"2019-04-07 10:33:25.000000+00:00\"], \"session_ids\": [\"b7d2ce49-c950-4925-a0f7-33f8790658d1\", \"c80e7c0e-b283-4ced-9b5d-0e905de9de91\", \"26337018-2528-4ed0-a9bf-957ebab9d0d9\"], \"total_duration\": 743.0, \"total_sessions\": 3, \"mean_week_duration\": 4.198}, \"61692\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-01-06 11:53:46.000000+00:00\", \"2020-12-17 20:10:20.000000+00:00\"], \"session_ids\": [\"7c3f0d1a-ab2d-437e-84df-22ce83bbf2a1\", \"b1e92f47-7122-4163-a666-c2613ce8cb52\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.527}, \"40434\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-18 05:36:27.000000+00:00\", \"2021-08-03 07:13:27.000000+00:00\"], \"session_ids\": [\"a6118d87-821b-429f-84e9-d79ce407fb79\", \"a9fc73c1-cca6-4f3d-8f03-0f502ae26fe6\"], \"total_duration\": 367.0, \"total_sessions\": 2, \"mean_week_duration\": 15.292}, \"41641\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-06 16:32:22.000000+00:00\", \"2019-01-27 21:42:07.000000+00:00\", \"2021-10-13 12:52:00.000000+00:00\"], \"session_ids\": [\"4cd6af1a-3386-4e7d-bf85-ddd31ab73de1\", \"e0b7b7f9-bcbe-42be-a11e-caa9ba43ab08\", \"1b6ccd32-e197-4628-b4eb-befe13ca0c7a\"], \"total_duration\": 389.0, \"total_sessions\": 3, \"mean_week_duration\": 2.016}, \"24436\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-05-22 10:18:20.000000+00:00\", \"2020-03-07 20:58:16.000000+00:00\", \"2021-07-23 09:32:22.000000+00:00\", \"2019-02-25 04:53:38.000000+00:00\"], \"session_ids\": [\"6c15b4cd-752d-4d5f-bbbb-571c070ff3cc\", \"3cacb1bd-2d04-4ce5-b5f6-e008b798bede\", \"12eb7ec0-c3bc-4224-b816-ea731d67b0aa\", \"03ab7098-19b1-4230-9495-b9b1753a2eca\"], \"total_duration\": 387.0, \"total_sessions\": 4, \"mean_week_duration\": 3.071}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Amsterdam"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Amsterdam\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 2 users who are residents of city Johannesburg , moreover execute sorting by duration total ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-11 13:38:09.000000+00:00\", \"2019-05-08 10:53:41.000000+00:00\"], \"session_ids\": [\"83f45eb0-65f2-412a-8114-2e55e008ae03\", \"86f97e15-a042-4afe-9b89-1e2bf02d5fbf\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.171}, \"38453\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-14 10:33:36.000000+00:00\", \"2022-07-07 10:12:36.000000+00:00\", \"2022-07-11 14:54:58.000000+00:00\", \"2021-07-11 23:18:07.000000+00:00\", \"2020-08-29 22:20:06.000000+00:00\", \"2022-04-03 21:00:20.000000+00:00\", \"2022-08-22 18:10:26.000000+00:00\"], \"session_ids\": [\"a4195934-05af-41db-b629-f66363b48ca0\", \"1cc58931-359e-4644-a0da-06cf0bccbfd8\", \"5ff9967a-aabf-404f-aa40-e66db6a3b158\", \"106c754b-47bf-4e36-af50-f39f173965bf\", \"14934546-4127-4ebc-a974-10333b1d47f7\", \"b1654a73-f5a7-4d0f-8f65-890e3f1baac3\", \"5bc47acb-e55c-4a9d-ab94-3cd6f4bc3135\"], \"total_duration\": 1589.0, \"total_sessions\": 7, \"mean_week_duration\": 11.27}, \"11222\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-15 04:43:42.000000+00:00\", \"2019-08-18 17:50:20.000000+00:00\", \"2020-01-30 18:09:16.000000+00:00\"], \"session_ids\": [\"34c4dbc6-6f99-4419-9c26-5d838020f84d\", \"bea10f0f-34d6-4371-a9c5-4aefe259373e\", \"019f55d1-ad30-469c-aac3-23e8f47ec98f\"], \"total_duration\": 953.0, \"total_sessions\": 3, \"mean_week_duration\": 10.954}, \"10679\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-09 00:37:55.000000+00:00\", \"2021-09-04 18:25:59.000000+00:00\", \"2022-09-29 21:27:46.000000+00:00\", \"2019-09-11 06:30:57.000000+00:00\"], \"session_ids\": [\"c3e6c238-da6d-4059-8496-dbb0f8a2f1d3\", \"8595db28-99ea-460b-a8d3-3382aca529cc\", \"26a67989-062c-4e67-9e26-fb85f7e211af\", \"89494a11-9eee-49c6-9f20-e9f8ca1047a0\"], \"total_duration\": 226.0, \"total_sessions\": 4, \"mean_week_duration\": 1.413}, \"24034\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-29 14:37:01.000000+00:00\", \"2022-07-12 13:22:43.000000+00:00\", \"2022-10-14 10:34:41.000000+00:00\"], \"session_ids\": [\"34b45315-a1b1-43a7-81eb-6d412233678d\", \"45596114-1fcf-40f0-8f11-f3a6ca0020c5\", \"f772496a-2cad-430b-b60a-078acfe46823\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 2.286}, \"89934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-13 22:25:32.000000+00:00\", \"2021-02-11 17:23:15.000000+00:00\"], \"session_ids\": [\"e2dabead-ed64-45be-9b36-0d6378841407\", \"9241368e-8b2b-40b9-8ba1-b55e0d838e0f\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 160.0}, \"10585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-10-02 09:19:00.000000+00:00\", \"2020-07-07 01:25:05.000000+00:00\", \"2019-10-27 01:30:26.000000+00:00\", \"2021-03-29 11:33:33.000000+00:00\", \"2023-06-12 19:10:12.000000+00:00\", \"2020-09-30 11:35:35.000000+00:00\", \"2022-09-09 22:41:24.000000+00:00\"], \"session_ids\": [\"9e7a084d-61dc-4f3d-98d8-fc68bf868184\", \"ac3cce31-8ed2-429a-97bd-cb915663868a\", \"bc648c5a-eefb-4da1-8d79-3c2989738ed6\", \"08d465b8-ce9a-47fa-a01f-9398538dbd99\", \"2b51e0e5-6e81-4bc6-9b4b-2ed5555d41c3\", \"609a7a55-abc0-4d38-a776-33bd0171ddca\", \"2ae42f27-01be-4704-94b2-5e1d3a73c3a1\"], \"total_duration\": 1089.0, \"total_sessions\": 7, \"mean_week_duration\": 5.732}, \"5718\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-23 05:29:58.000000+00:00\", \"2022-11-21 22:38:37.000000+00:00\"], \"session_ids\": [\"9b54bfba-35fa-4edc-ac8e-d6189c46deb8\", \"1565aab6-19b0-4e12-9dc5-7a819743b84f\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}, \"53688\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-04 07:45:48.000000+00:00\", \"2023-05-18 04:55:55.000000+00:00\"], \"session_ids\": [\"1a636d6a-d28a-41c3-bd7d-a8f32acacb13\", \"0af33f48-eed2-4a97-ae39-29a3abf1517d\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 2.164}, \"92839\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-29 13:46:34.000000+00:00\", \"2021-07-05 13:09:18.000000+00:00\", \"2023-02-09 18:07:00.000000+00:00\", \"2020-10-09 14:51:52.000000+00:00\", \"2022-03-22 11:42:41.000000+00:00\"], \"session_ids\": [\"dd005fcf-5469-49fa-b446-b3360ce42468\", \"c6f96ab1-12b0-47f6-a9fb-d237be73a5a5\", \"af74b34e-22cd-42ff-ba88-e4fe90aaf56d\", \"ae840e8d-525d-4247-93ba-40d5e75886ed\", \"8847a114-c3e3-4a9b-9187-ed8f164c3695\"], \"total_duration\": 3989.0, \"total_sessions\": 5, \"mean_week_duration\": 32.697}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Johannesburg"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Johannesburg\"]]}}}\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": "Give me details on users whose number of sessions is smaller than 5 and bigger than 6 (not including) , moreover execute sorting by sessions total 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{\"54235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-11-15 10:30:16.000000+00:00\", \"2021-09-15 00:44:56.000000+00:00\", \"2023-04-02 21:21:47.000000+00:00\"], \"session_ids\": [\"ceffde59-db4f-4118-ac2b-83666ed854fb\", \"b180a371-77ef-4b07-ac06-afa27320958f\", \"2dcb4e68-8dd0-4e46-a9bf-044054299ddd\"], \"total_duration\": 53.0, \"total_sessions\": 3, \"mean_week_duration\": 0.654}, \"98884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-10-11 16:20:53.000000+00:00\", \"2020-04-03 10:35:34.000000+00:00\", \"2020-11-21 15:47:53.000000+00:00\"], \"session_ids\": [\"dd226677-5149-4675-9f67-6ddaf014c868\", \"20b426ab-849b-4b44-9d35-14ba3c15df5c\", \"c031a0ff-6698-4efd-ba7d-4086b6506ec5\"], \"total_duration\": 986.0, \"total_sessions\": 3, \"mean_week_duration\": 7.47}, \"88845\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-27 07:16:28.000000+00:00\", \"2020-11-28 00:13:43.000000+00:00\"], \"session_ids\": [\"0929ec95-841f-4699-9922-2bf5e903499f\", \"f5a703e9-b255-420d-acd8-b05be93c4d00\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 18.111}, \"83612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-17 16:46:11.000000+00:00\", \"2021-03-16 16:00:09.000000+00:00\", \"2019-05-06 01:11:51.000000+00:00\", \"2021-05-21 01:55:15.000000+00:00\", \"2019-09-14 18:41:57.000000+00:00\", \"2023-01-19 00:47:35.000000+00:00\", \"2022-05-24 03:17:51.000000+00:00\", \"2020-11-09 10:26:40.000000+00:00\", \"2022-08-06 01:15:42.000000+00:00\"], \"session_ids\": [\"f85d14ce-3660-4538-ab7e-83322048a957\", \"ca2151e8-8453-4ed9-8a8f-805acb59ac85\", \"0dcf1d07-f280-4d6a-a013-83779c8ab2e9\", \"2806e961-4cdd-495d-81de-c4da692f4d9f\", \"4cf3e362-5406-4291-9078-e27f2501afca\", \"388baf4d-824d-429f-b02a-6c7f0575ca27\", \"fb798e74-2310-4005-994f-f85f21d4aabd\", \"ba31dc95-1502-4094-baed-f97dfc184146\", \"cfd1c00e-b9fe-4e67-935d-6c82172bc700\"], \"total_duration\": 1400.0, \"total_sessions\": 9, \"mean_week_duration\": 6.512}, \"6396\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-10 11:16:21.000000+00:00\", \"2021-11-08 10:30:40.000000+00:00\"], \"session_ids\": [\"e8669f5f-c27d-431c-9f29-6f59b257ea41\", \"1f16efe4-cc19-444f-93f5-8d556539eaaf\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}, \"56776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-23 23:55:25.000000+00:00\", \"2023-01-25 06:32:35.000000+00:00\"], \"session_ids\": [\"1669cb0c-ce0b-4c06-b762-2756f67c284c\", \"bb4f8dd2-cea2-496e-bfdd-d4e079b24362\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}, \"11975\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-31 06:43:14.000000+00:00\", \"2021-12-19 07:36:02.000000+00:00\"], \"session_ids\": [\"858c2e07-3e8c-4955-bf8c-b5cd4b56ec5e\", \"eb242f78-f224-42f7-ace9-61011d5ca260\"], \"total_duration\": 465.0, \"total_sessions\": 2, \"mean_week_duration\": 3.47}, \"47459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-26 10:52:28.000000+00:00\", \"2022-01-08 20:51:33.000000+00:00\"], \"session_ids\": [\"163fa91f-b1d5-4bf5-8f1d-3f2fc05403ec\", \"3885c365-6f55-421d-b958-70505d9d5dce\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 16.875}, \"11651\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-03-06 03:59:29.000000+00:00\", \"2020-04-03 13:16:37.000000+00:00\"], \"session_ids\": [\"08b4b7bf-c947-4aec-9e1c-45f18e359c75\", \"ad70ffe1-02e0-4245-8937-ecc5fecad315\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 36.75}, \"80630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-06-28 23:56:24.000000+00:00\", \"2022-08-22 04:19:05.000000+00:00\", \"2022-07-23 05:20:43.000000+00:00\"], \"session_ids\": [\"abb21863-b0a3-402d-b3c2-b8a76fe88ac4\", \"b29815cc-3a19-4dee-9614-b5156985c0ca\", \"467d91ec-9ad1-4c4c-b48a-9a6f71e633c0\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 2.643}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 5 and are greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[5, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-11-15 10:30:16.000000+00:00\", \"2021-09-15 00:44:56.000000+00:00\", \"2023-04-02 21:21:47.000000+00:00\"], \"session_ids\": [\"ceffde59-db4f-4118-ac2b-83666ed854fb\", \"b180a371-77ef-4b07-ac06-afa27320958f\", \"2dcb4e68-8dd0-4e46-a9bf-044054299ddd\"], \"total_duration\": 53.0, \"total_sessions\": 3, \"mean_week_duration\": 0.654}, \"98884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-10-11 16:20:53.000000+00:00\", \"2020-04-03 10:35:34.000000+00:00\", \"2020-11-21 15:47:53.000000+00:00\"], \"session_ids\": [\"dd226677-5149-4675-9f67-6ddaf014c868\", \"20b426ab-849b-4b44-9d35-14ba3c15df5c\", \"c031a0ff-6698-4efd-ba7d-4086b6506ec5\"], \"total_duration\": 986.0, \"total_sessions\": 3, \"mean_week_duration\": 7.47}, \"88845\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-27 07:16:28.000000+00:00\", \"2020-11-28 00:13:43.000000+00:00\"], \"session_ids\": [\"0929ec95-841f-4699-9922-2bf5e903499f\", \"f5a703e9-b255-420d-acd8-b05be93c4d00\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 18.111}, \"6396\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-10 11:16:21.000000+00:00\", \"2021-11-08 10:30:40.000000+00:00\"], \"session_ids\": [\"e8669f5f-c27d-431c-9f29-6f59b257ea41\", \"1f16efe4-cc19-444f-93f5-8d556539eaaf\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}, \"56776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-23 23:55:25.000000+00:00\", \"2023-01-25 06:32:35.000000+00:00\"], \"session_ids\": [\"1669cb0c-ce0b-4c06-b762-2756f67c284c\", \"bb4f8dd2-cea2-496e-bfdd-d4e079b24362\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}, \"11975\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-31 06:43:14.000000+00:00\", \"2021-12-19 07:36:02.000000+00:00\"], \"session_ids\": [\"858c2e07-3e8c-4955-bf8c-b5cd4b56ec5e\", \"eb242f78-f224-42f7-ace9-61011d5ca260\"], \"total_duration\": 465.0, \"total_sessions\": 2, \"mean_week_duration\": 3.47}, \"47459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-26 10:52:28.000000+00:00\", \"2022-01-08 20:51:33.000000+00:00\"], \"session_ids\": [\"163fa91f-b1d5-4bf5-8f1d-3f2fc05403ec\", \"3885c365-6f55-421d-b958-70505d9d5dce\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 16.875}, \"11651\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-03-06 03:59:29.000000+00:00\", \"2020-04-03 13:16:37.000000+00:00\"], \"session_ids\": [\"08b4b7bf-c947-4aec-9e1c-45f18e359c75\", \"ad70ffe1-02e0-4245-8937-ecc5fecad315\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 36.75}, \"80630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-06-28 23:56:24.000000+00:00\", \"2022-08-22 04:19:05.000000+00:00\", \"2022-07-23 05:20:43.000000+00:00\"], \"session_ids\": [\"abb21863-b0a3-402d-b3c2-b8a76fe88ac4\", \"b29815cc-3a19-4dee-9614-b5156985c0ca\", \"467d91ec-9ad1-4c4c-b48a-9a6f71e633c0\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 2.643}, \"83612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-17 16:46:11.000000+00:00\", \"2021-03-16 16:00:09.000000+00:00\", \"2019-05-06 01:11:51.000000+00:00\", \"2021-05-21 01:55:15.000000+00:00\", \"2019-09-14 18:41:57.000000+00:00\", \"2023-01-19 00:47:35.000000+00:00\", \"2022-05-24 03:17:51.000000+00:00\", \"2020-11-09 10:26:40.000000+00:00\", \"2022-08-06 01:15:42.000000+00:00\"], \"session_ids\": [\"f85d14ce-3660-4538-ab7e-83322048a957\", \"ca2151e8-8453-4ed9-8a8f-805acb59ac85\", \"0dcf1d07-f280-4d6a-a013-83779c8ab2e9\", \"2806e961-4cdd-495d-81de-c4da692f4d9f\", \"4cf3e362-5406-4291-9078-e27f2501afca\", \"388baf4d-824d-429f-b02a-6c7f0575ca27\", \"fb798e74-2310-4005-994f-f85f21d4aabd\", \"ba31dc95-1502-4094-baed-f97dfc184146\", \"cfd1c00e-b9fe-4e67-935d-6c82172bc700\"], \"total_duration\": 1400.0, \"total_sessions\": 9, \"mean_week_duration\": 6.512}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-17 16:46:11.000000+00:00\", \"2021-03-16 16:00:09.000000+00:00\", \"2019-05-06 01:11:51.000000+00:00\", \"2021-05-21 01:55:15.000000+00:00\", \"2019-09-14 18:41:57.000000+00:00\", \"2023-01-19 00:47:35.000000+00:00\", \"2022-05-24 03:17:51.000000+00:00\", \"2020-11-09 10:26:40.000000+00:00\", \"2022-08-06 01:15:42.000000+00:00\"], \"session_ids\": [\"f85d14ce-3660-4538-ab7e-83322048a957\", \"ca2151e8-8453-4ed9-8a8f-805acb59ac85\", \"0dcf1d07-f280-4d6a-a013-83779c8ab2e9\", \"2806e961-4cdd-495d-81de-c4da692f4d9f\", \"4cf3e362-5406-4291-9078-e27f2501afca\", \"388baf4d-824d-429f-b02a-6c7f0575ca27\", \"fb798e74-2310-4005-994f-f85f21d4aabd\", \"ba31dc95-1502-4094-baed-f97dfc184146\", \"cfd1c00e-b9fe-4e67-935d-6c82172bc700\"], \"total_duration\": 1400.0, \"total_sessions\": 9, \"mean_week_duration\": 6.512}}, {\"54235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-11-15 10:30:16.000000+00:00\", \"2021-09-15 00:44:56.000000+00:00\", \"2023-04-02 21:21:47.000000+00:00\"], \"session_ids\": [\"ceffde59-db4f-4118-ac2b-83666ed854fb\", \"b180a371-77ef-4b07-ac06-afa27320958f\", \"2dcb4e68-8dd0-4e46-a9bf-044054299ddd\"], \"total_duration\": 53.0, \"total_sessions\": 3, \"mean_week_duration\": 0.654}}, {\"98884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-10-11 16:20:53.000000+00:00\", \"2020-04-03 10:35:34.000000+00:00\", \"2020-11-21 15:47:53.000000+00:00\"], \"session_ids\": [\"dd226677-5149-4675-9f67-6ddaf014c868\", \"20b426ab-849b-4b44-9d35-14ba3c15df5c\", \"c031a0ff-6698-4efd-ba7d-4086b6506ec5\"], \"total_duration\": 986.0, \"total_sessions\": 3, \"mean_week_duration\": 7.47}}, {\"80630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-06-28 23:56:24.000000+00:00\", \"2022-08-22 04:19:05.000000+00:00\", \"2022-07-23 05:20:43.000000+00:00\"], \"session_ids\": [\"abb21863-b0a3-402d-b3c2-b8a76fe88ac4\", \"b29815cc-3a19-4dee-9614-b5156985c0ca\", \"467d91ec-9ad1-4c4c-b48a-9a6f71e633c0\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 2.643}}, {\"88845\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-27 07:16:28.000000+00:00\", \"2020-11-28 00:13:43.000000+00:00\"], \"session_ids\": [\"0929ec95-841f-4699-9922-2bf5e903499f\", \"f5a703e9-b255-420d-acd8-b05be93c4d00\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 18.111}}, {\"6396\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-10 11:16:21.000000+00:00\", \"2021-11-08 10:30:40.000000+00:00\"], \"session_ids\": [\"e8669f5f-c27d-431c-9f29-6f59b257ea41\", \"1f16efe4-cc19-444f-93f5-8d556539eaaf\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}}, {\"56776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-23 23:55:25.000000+00:00\", \"2023-01-25 06:32:35.000000+00:00\"], \"session_ids\": [\"1669cb0c-ce0b-4c06-b762-2756f67c284c\", \"bb4f8dd2-cea2-496e-bfdd-d4e079b24362\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}}, {\"11975\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-31 06:43:14.000000+00:00\", \"2021-12-19 07:36:02.000000+00:00\"], \"session_ids\": [\"858c2e07-3e8c-4955-bf8c-b5cd4b56ec5e\", \"eb242f78-f224-42f7-ace9-61011d5ca260\"], \"total_duration\": 465.0, \"total_sessions\": 2, \"mean_week_duration\": 3.47}}, {\"47459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-26 10:52:28.000000+00:00\", \"2022-01-08 20:51:33.000000+00:00\"], \"session_ids\": [\"163fa91f-b1d5-4bf5-8f1d-3f2fc05403ec\", \"3885c365-6f55-421d-b958-70505d9d5dce\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 16.875}}, {\"11651\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-03-06 03:59:29.000000+00:00\", \"2020-04-03 13:16:37.000000+00:00\"], \"session_ids\": [\"08b4b7bf-c947-4aec-9e1c-45f18e359c75\", \"ad70ffe1-02e0-4245-8937-ecc5fecad315\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 36.75}}]\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[{\"83612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-17 16:46:11.000000+00:00\", \"2021-03-16 16:00:09.000000+00:00\", \"2019-05-06 01:11:51.000000+00:00\", \"2021-05-21 01:55:15.000000+00:00\", \"2019-09-14 18:41:57.000000+00:00\", \"2023-01-19 00:47:35.000000+00:00\", \"2022-05-24 03:17:51.000000+00:00\", \"2020-11-09 10:26:40.000000+00:00\", \"2022-08-06 01:15:42.000000+00:00\"], \"session_ids\": [\"f85d14ce-3660-4538-ab7e-83322048a957\", \"ca2151e8-8453-4ed9-8a8f-805acb59ac85\", \"0dcf1d07-f280-4d6a-a013-83779c8ab2e9\", \"2806e961-4cdd-495d-81de-c4da692f4d9f\", \"4cf3e362-5406-4291-9078-e27f2501afca\", \"388baf4d-824d-429f-b02a-6c7f0575ca27\", \"fb798e74-2310-4005-994f-f85f21d4aabd\", \"ba31dc95-1502-4094-baed-f97dfc184146\", \"cfd1c00e-b9fe-4e67-935d-6c82172bc700\"], \"total_duration\": 1400.0, \"total_sessions\": 9, \"mean_week_duration\": 6.512}}, {\"54235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-11-15 10:30:16.000000+00:00\", \"2021-09-15 00:44:56.000000+00:00\", \"2023-04-02 21:21:47.000000+00:00\"], \"session_ids\": [\"ceffde59-db4f-4118-ac2b-83666ed854fb\", \"b180a371-77ef-4b07-ac06-afa27320958f\", \"2dcb4e68-8dd0-4e46-a9bf-044054299ddd\"], \"total_duration\": 53.0, \"total_sessions\": 3, \"mean_week_duration\": 0.654}}, {\"98884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-10-11 16:20:53.000000+00:00\", \"2020-04-03 10:35:34.000000+00:00\", \"2020-11-21 15:47:53.000000+00:00\"], \"session_ids\": [\"dd226677-5149-4675-9f67-6ddaf014c868\", \"20b426ab-849b-4b44-9d35-14ba3c15df5c\", \"c031a0ff-6698-4efd-ba7d-4086b6506ec5\"], \"total_duration\": 986.0, \"total_sessions\": 3, \"mean_week_duration\": 7.47}}, {\"80630\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-06-28 23:56:24.000000+00:00\", \"2022-08-22 04:19:05.000000+00:00\", \"2022-07-23 05:20:43.000000+00:00\"], \"session_ids\": [\"abb21863-b0a3-402d-b3c2-b8a76fe88ac4\", \"b29815cc-3a19-4dee-9614-b5156985c0ca\", \"467d91ec-9ad1-4c4c-b48a-9a6f71e633c0\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 2.643}}, {\"88845\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-27 07:16:28.000000+00:00\", \"2020-11-28 00:13:43.000000+00:00\"], \"session_ids\": [\"0929ec95-841f-4699-9922-2bf5e903499f\", \"f5a703e9-b255-420d-acd8-b05be93c4d00\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 18.111}}, {\"6396\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-10 11:16:21.000000+00:00\", \"2021-11-08 10:30:40.000000+00:00\"], \"session_ids\": [\"e8669f5f-c27d-431c-9f29-6f59b257ea41\", \"1f16efe4-cc19-444f-93f5-8d556539eaaf\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}}, {\"56776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-23 23:55:25.000000+00:00\", \"2023-01-25 06:32:35.000000+00:00\"], \"session_ids\": [\"1669cb0c-ce0b-4c06-b762-2756f67c284c\", \"bb4f8dd2-cea2-496e-bfdd-d4e079b24362\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}}, {\"11975\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-31 06:43:14.000000+00:00\", \"2021-12-19 07:36:02.000000+00:00\"], \"session_ids\": [\"858c2e07-3e8c-4955-bf8c-b5cd4b56ec5e\", \"eb242f78-f224-42f7-ace9-61011d5ca260\"], \"total_duration\": 465.0, \"total_sessions\": 2, \"mean_week_duration\": 3.47}}, {\"47459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-26 10:52:28.000000+00:00\", \"2022-01-08 20:51:33.000000+00:00\"], \"session_ids\": [\"163fa91f-b1d5-4bf5-8f1d-3f2fc05403ec\", \"3885c365-6f55-421d-b958-70505d9d5dce\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 16.875}}, {\"11651\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-03-06 03:59:29.000000+00:00\", \"2020-04-03 13:16:37.000000+00:00\"], \"session_ids\": [\"08b4b7bf-c947-4aec-9e1c-45f18e359c75\", \"ad70ffe1-02e0-4245-8937-ecc5fecad315\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 36.75}}]\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 whose total sessions is strictly less than 6 and greater than 4 also apply sorting by name of the town form the lowest value to the highest 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{\"37250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-29 18:32:25.000000+00:00\", \"2022-05-08 03:59:38.000000+00:00\", \"2022-10-21 10:18:00.000000+00:00\", \"2019-07-19 17:06:33.000000+00:00\"], \"session_ids\": [\"ec48a7af-e9b4-4cf2-be56-6ae9ce94b6d9\", \"c94b7698-8cbb-4c5a-b90e-2f796270613c\", \"579ae42d-f182-45aa-b390-ffcefce1589e\", \"7c2ca91c-f85f-4a72-a750-d1687b2d2950\"], \"total_duration\": 1102.0, \"total_sessions\": 4, \"mean_week_duration\": 6.37}, \"24969\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-10 04:08:42.000000+00:00\", \"2021-07-14 03:10:12.000000+00:00\", \"2020-10-25 20:16:54.000000+00:00\", \"2019-07-20 04:51:12.000000+00:00\", \"2020-04-07 06:34:55.000000+00:00\", \"2019-02-10 02:27:20.000000+00:00\", \"2022-10-10 20:37:00.000000+00:00\"], \"session_ids\": [\"1dc17ad9-7b67-404b-82dc-743d69914a46\", \"be587d3e-4f9a-4df8-a0f0-fb6e341011b2\", \"1993d0ea-da62-4045-9a2c-0453c6e31975\", \"a12e3fdc-f3ef-48da-b728-bc0c83a651b3\", \"6c7f0c4f-4b0b-40e1-97e7-472b1f406b31\", \"fd09b822-c32d-4347-8da1-9ce11470eb12\", \"88ee6837-86f0-42b9-b3be-c3c5532c3432\"], \"total_duration\": 10093.0, \"total_sessions\": 7, \"mean_week_duration\": 52.568}, \"72134\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-29 13:47:59.000000+00:00\", \"2020-12-19 22:06:02.000000+00:00\", \"2020-02-17 01:37:27.000000+00:00\", \"2019-10-16 15:55:14.000000+00:00\", \"2022-06-03 21:13:40.000000+00:00\", \"2022-03-22 02:19:00.000000+00:00\", \"2019-05-26 13:21:37.000000+00:00\", \"2022-11-24 10:17:15.000000+00:00\", \"2019-05-07 16:14:59.000000+00:00\"], \"session_ids\": [\"1d27f792-24fa-4320-adaf-84153f0f23c5\", \"759f367e-9436-406e-bf52-7046af20b6af\", \"3bcf9d8d-5921-4f5a-9c5c-041626635623\", \"64c29538-ff10-4da5-be1a-defe5ffb8641\", \"e06523f1-cf15-4ae1-ab07-f82a0dfc6bf8\", \"75c52a0e-4229-477f-8c9f-c1b7229abd1e\", \"e5dff411-b0db-4154-86e0-7f17ffa34b09\", \"ea5dc23c-eeff-4fe2-bc1f-ce2b5f8a3a9b\", \"e41996fb-8133-4ee6-ad82-6e707fc54c32\"], \"total_duration\": 5979.0, \"total_sessions\": 9, \"mean_week_duration\": 32.145}, \"17220\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-08 19:49:38.000000+00:00\", \"2022-09-14 08:22:48.000000+00:00\"], \"session_ids\": [\"f92f8c60-ac5b-4b09-a53e-2ce402684577\", \"fa14112f-eb5a-40ea-852c-aef92d9b90c5\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.546}, \"1524\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-01-23 00:45:19.000000+00:00\", \"2020-05-10 15:56:43.000000+00:00\"], \"session_ids\": [\"090370ea-7c5a-4892-b2ea-103cd0926fee\", \"4a7a16b1-2bb3-4568-aaec-bb14bd7a9cc6\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 14.188}, \"96211\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-07 01:44:07.000000+00:00\", \"2021-07-21 15:04:42.000000+00:00\", \"2019-07-10 07:35:53.000000+00:00\", \"2019-08-04 16:51:02.000000+00:00\", \"2019-11-01 06:23:44.000000+00:00\"], \"session_ids\": [\"2d96f71f-86d4-4500-8cc6-cd664af429d1\", \"33c41a62-cf60-45a0-8b26-719cc8327e8c\", \"0db339bd-8189-44b0-9889-03177b136301\", \"59e87b13-1ed7-4325-a1b5-e95b0b80b5ca\", \"a2ce15e0-9b4c-4566-a7a9-197183bdcfb7\"], \"total_duration\": 601.0, \"total_sessions\": 5, \"mean_week_duration\": 5.67}, \"10789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-16 11:54:11.000000+00:00\", \"2019-10-12 22:45:33.000000+00:00\", \"2021-03-05 04:49:05.000000+00:00\", \"2019-08-26 10:01:39.000000+00:00\"], \"session_ids\": [\"34e6dde3-2abd-46ea-aab2-33150f882d54\", \"af2438a6-30c9-44f5-bb22-0519c5d3930d\", \"7d5e3b87-8cb8-4262-9bc6-fe1e530a134d\", \"cab2a075-24ad-47da-ae72-707bb6ed6761\"], \"total_duration\": 545.0, \"total_sessions\": 4, \"mean_week_duration\": 6.812}, \"57372\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-09 16:07:43.000000+00:00\", \"2019-04-27 17:48:04.000000+00:00\", \"2022-06-23 04:52:15.000000+00:00\"], \"session_ids\": [\"66bf29ce-6c6e-4bd0-b3b8-8e29c00fcccb\", \"8de3b754-81d1-4c27-a2f2-4629fa92b424\", \"ee9e8848-1bd5-40ea-9f54-9675726e58da\"], \"total_duration\": 425.0, \"total_sessions\": 3, \"mean_week_duration\": 2.576}, \"83507\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-22 12:26:34.000000+00:00\", \"2021-08-26 21:57:02.000000+00:00\"], \"session_ids\": [\"2cd7e463-0544-4d7f-90dc-d5c497c2193b\", \"c8430e31-9319-45be-a706-a6cb15846d9c\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.988}, \"61858\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-08 04:48:12.000000+00:00\", \"2020-01-22 14:11:43.000000+00:00\", \"2019-06-10 14:49:25.000000+00:00\"], \"session_ids\": [\"7ffcaad0-a8fb-4008-878c-d03d2bc7aeef\", \"92ff68d3-7e17-412c-9e0e-983cc45931ab\", \"20fda63e-0d6c-4c8b-b072-17fca252aea7\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 3.429}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 4 and are less than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[4, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-29 18:32:25.000000+00:00\", \"2022-05-08 03:59:38.000000+00:00\", \"2022-10-21 10:18:00.000000+00:00\", \"2019-07-19 17:06:33.000000+00:00\"], \"session_ids\": [\"ec48a7af-e9b4-4cf2-be56-6ae9ce94b6d9\", \"c94b7698-8cbb-4c5a-b90e-2f796270613c\", \"579ae42d-f182-45aa-b390-ffcefce1589e\", \"7c2ca91c-f85f-4a72-a750-d1687b2d2950\"], \"total_duration\": 1102.0, \"total_sessions\": 4, \"mean_week_duration\": 6.37}, \"96211\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-07 01:44:07.000000+00:00\", \"2021-07-21 15:04:42.000000+00:00\", \"2019-07-10 07:35:53.000000+00:00\", \"2019-08-04 16:51:02.000000+00:00\", \"2019-11-01 06:23:44.000000+00:00\"], \"session_ids\": [\"2d96f71f-86d4-4500-8cc6-cd664af429d1\", \"33c41a62-cf60-45a0-8b26-719cc8327e8c\", \"0db339bd-8189-44b0-9889-03177b136301\", \"59e87b13-1ed7-4325-a1b5-e95b0b80b5ca\", \"a2ce15e0-9b4c-4566-a7a9-197183bdcfb7\"], \"total_duration\": 601.0, \"total_sessions\": 5, \"mean_week_duration\": 5.67}, \"10789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-16 11:54:11.000000+00:00\", \"2019-10-12 22:45:33.000000+00:00\", \"2021-03-05 04:49:05.000000+00:00\", \"2019-08-26 10:01:39.000000+00:00\"], \"session_ids\": [\"34e6dde3-2abd-46ea-aab2-33150f882d54\", \"af2438a6-30c9-44f5-bb22-0519c5d3930d\", \"7d5e3b87-8cb8-4262-9bc6-fe1e530a134d\", \"cab2a075-24ad-47da-ae72-707bb6ed6761\"], \"total_duration\": 545.0, \"total_sessions\": 4, \"mean_week_duration\": 6.812}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"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[{\"37250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-29 18:32:25.000000+00:00\", \"2022-05-08 03:59:38.000000+00:00\", \"2022-10-21 10:18:00.000000+00:00\", \"2019-07-19 17:06:33.000000+00:00\"], \"session_ids\": [\"ec48a7af-e9b4-4cf2-be56-6ae9ce94b6d9\", \"c94b7698-8cbb-4c5a-b90e-2f796270613c\", \"579ae42d-f182-45aa-b390-ffcefce1589e\", \"7c2ca91c-f85f-4a72-a750-d1687b2d2950\"], \"total_duration\": 1102.0, \"total_sessions\": 4, \"mean_week_duration\": 6.37}}, {\"96211\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-07 01:44:07.000000+00:00\", \"2021-07-21 15:04:42.000000+00:00\", \"2019-07-10 07:35:53.000000+00:00\", \"2019-08-04 16:51:02.000000+00:00\", \"2019-11-01 06:23:44.000000+00:00\"], \"session_ids\": [\"2d96f71f-86d4-4500-8cc6-cd664af429d1\", \"33c41a62-cf60-45a0-8b26-719cc8327e8c\", \"0db339bd-8189-44b0-9889-03177b136301\", \"59e87b13-1ed7-4325-a1b5-e95b0b80b5ca\", \"a2ce15e0-9b4c-4566-a7a9-197183bdcfb7\"], \"total_duration\": 601.0, \"total_sessions\": 5, \"mean_week_duration\": 5.67}}, {\"10789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-16 11:54:11.000000+00:00\", \"2019-10-12 22:45:33.000000+00:00\", \"2021-03-05 04:49:05.000000+00:00\", \"2019-08-26 10:01:39.000000+00:00\"], \"session_ids\": [\"34e6dde3-2abd-46ea-aab2-33150f882d54\", \"af2438a6-30c9-44f5-bb22-0519c5d3930d\", \"7d5e3b87-8cb8-4262-9bc6-fe1e530a134d\", \"cab2a075-24ad-47da-ae72-707bb6ed6761\"], \"total_duration\": 545.0, \"total_sessions\": 4, \"mean_week_duration\": 6.812}}]\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[{\"37250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-29 18:32:25.000000+00:00\", \"2022-05-08 03:59:38.000000+00:00\", \"2022-10-21 10:18:00.000000+00:00\", \"2019-07-19 17:06:33.000000+00:00\"], \"session_ids\": [\"ec48a7af-e9b4-4cf2-be56-6ae9ce94b6d9\", \"c94b7698-8cbb-4c5a-b90e-2f796270613c\", \"579ae42d-f182-45aa-b390-ffcefce1589e\", \"7c2ca91c-f85f-4a72-a750-d1687b2d2950\"], \"total_duration\": 1102.0, \"total_sessions\": 4, \"mean_week_duration\": 6.37}}]\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[{\"37250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-29 18:32:25.000000+00:00\", \"2022-05-08 03:59:38.000000+00:00\", \"2022-10-21 10:18:00.000000+00:00\", \"2019-07-19 17:06:33.000000+00:00\"], \"session_ids\": [\"ec48a7af-e9b4-4cf2-be56-6ae9ce94b6d9\", \"c94b7698-8cbb-4c5a-b90e-2f796270613c\", \"579ae42d-f182-45aa-b390-ffcefce1589e\", \"7c2ca91c-f85f-4a72-a750-d1687b2d2950\"], \"total_duration\": 1102.0, \"total_sessions\": 4, \"mean_week_duration\": 6.37}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 3 users with a time in app that is higher than 984 and lower than 4859, exclusive 984 , do sorting by total sessoins count form the highest value to the lowest 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{\"24124\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-08 15:10:52.000000+00:00\", \"2021-10-14 23:16:09.000000+00:00\"], \"session_ids\": [\"7c04e8ed-1d80-4935-8399-e88ee12aa901\", \"e55280b9-f0f3-40f2-bd87-d95a8a33bfdf\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.429}, \"30398\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-07-23 23:37:12.000000+00:00\", \"2023-04-20 22:33:43.000000+00:00\"], \"session_ids\": [\"dbaa23fe-1963-4286-b56a-e9b417828c93\", \"fc9a1f6b-420e-4dbf-ad45-b4ebe8f7501d\"], \"total_duration\": 420.0, \"total_sessions\": 2, \"mean_week_duration\": 2.937}, \"53422\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-09-20 07:14:49.000000+00:00\", \"2022-03-29 21:51:36.000000+00:00\", \"2022-02-26 21:36:38.000000+00:00\"], \"session_ids\": [\"96e6d7d6-52a6-4598-9dba-ec49f3d0e035\", \"637bd518-e778-4446-a663-08fc5cfeeff4\", \"c566761d-b55e-494c-994b-84904f144027\"], \"total_duration\": 941.0, \"total_sessions\": 3, \"mean_week_duration\": 33.607}, \"75687\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-11 20:28:21.000000+00:00\", \"2022-02-11 13:52:01.000000+00:00\", \"2020-02-03 06:03:45.000000+00:00\", \"2021-11-23 05:12:34.000000+00:00\", \"2019-07-14 01:35:37.000000+00:00\", \"2022-07-25 09:11:18.000000+00:00\", \"2019-11-05 05:48:57.000000+00:00\", \"2021-01-27 07:14:03.000000+00:00\"], \"session_ids\": [\"3e914e89-cb54-4943-b6e3-e4a06786bf81\", \"1aedf5ef-d3af-489e-8865-240182f2eced\", \"87ae8802-d3da-45af-b3c0-38fcc8ebe9b8\", \"190dc017-cc36-469e-965d-8ca0b86fe0c6\", \"650984c7-65b8-4228-8a3f-8eb2c7109abc\", \"a35b31d6-7c52-47c0-b53d-41c850c7e592\", \"0df6c49e-cb26-403a-a251-6a62fff93744\", \"fd42ed7f-e39f-4b9a-ad6b-449a85da9b5b\"], \"total_duration\": 1661.0, \"total_sessions\": 8, \"mean_week_duration\": 9.228}, \"83563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-28 05:33:21.000000+00:00\", \"2021-07-15 23:22:58.000000+00:00\", \"2021-08-09 10:45:04.000000+00:00\"], \"session_ids\": [\"5a8001a9-1016-42e8-bc58-502029135ea2\", \"354994fb-c21e-40f2-bd53-ab6cd251464a\", \"5c41765b-d31b-4534-90f7-57c644e8e911\"], \"total_duration\": 1084.0, \"total_sessions\": 3, \"mean_week_duration\": 12.18}, \"10612\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-20 08:20:33.000000+00:00\", \"2023-05-21 01:49:29.000000+00:00\"], \"session_ids\": [\"7b5fe031-69f2-4f39-bbe1-52bd58f8c8bc\", \"b51c85c8-16a0-40cd-8f05-3ad48af96170\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 1.385}, \"20715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-08-25 20:31:35.000000+00:00\", \"2020-08-12 22:15:49.000000+00:00\", \"2020-10-11 10:17:56.000000+00:00\", \"2019-05-15 07:14:38.000000+00:00\", \"2022-02-09 05:08:55.000000+00:00\", \"2022-09-21 06:57:40.000000+00:00\", \"2019-01-18 23:13:53.000000+00:00\"], \"session_ids\": [\"f44b804c-d6b3-4d3d-9713-a45082bdd70e\", \"05838c19-bd1d-494b-ae6d-7d1d9eb8dd60\", \"7a3712d4-89d9-4cea-8f79-9b63b129615d\", \"1d6bcbf6-07e8-4875-baad-9982ccaaaf8b\", \"31897596-5197-4ad3-bd14-9119978fdf7d\", \"d2dc5c88-8d1f-4c57-990d-012a1c249f48\", \"92273b88-21fb-445e-a721-2ad5594c0620\"], \"total_duration\": 3674.0, \"total_sessions\": 7, \"mean_week_duration\": 19.135}, \"82422\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-31 18:22:12.000000+00:00\", \"2021-03-20 07:30:53.000000+00:00\"], \"session_ids\": [\"23c8ccd2-a59c-4215-bc8e-624ca473e994\", \"3f9b4469-df38-4e96-8258-90419db24143\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 5.753}, \"35640\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-12 20:29:42.000000+00:00\", \"2019-03-10 05:14:08.000000+00:00\"], \"session_ids\": [\"dcace28b-08a2-4708-9628-d2dbe17777dc\", \"ecd0375d-2040-42cc-8f86-c79b5e8f1ea7\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.505}, \"47900\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-24 00:33:03.000000+00:00\", \"2021-11-13 07:42:14.000000+00:00\"], \"session_ids\": [\"0874c3d2-44ee-4a5a-9f1e-2a03c1ec2d91\", \"712e215a-b79e-469c-a32c-629b77940afa\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 6.143}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 984 and are equal or less than 4859"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[984, 4859]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75687\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-11 20:28:21.000000+00:00\", \"2022-02-11 13:52:01.000000+00:00\", \"2020-02-03 06:03:45.000000+00:00\", \"2021-11-23 05:12:34.000000+00:00\", \"2019-07-14 01:35:37.000000+00:00\", \"2022-07-25 09:11:18.000000+00:00\", \"2019-11-05 05:48:57.000000+00:00\", \"2021-01-27 07:14:03.000000+00:00\"], \"session_ids\": [\"3e914e89-cb54-4943-b6e3-e4a06786bf81\", \"1aedf5ef-d3af-489e-8865-240182f2eced\", \"87ae8802-d3da-45af-b3c0-38fcc8ebe9b8\", \"190dc017-cc36-469e-965d-8ca0b86fe0c6\", \"650984c7-65b8-4228-8a3f-8eb2c7109abc\", \"a35b31d6-7c52-47c0-b53d-41c850c7e592\", \"0df6c49e-cb26-403a-a251-6a62fff93744\", \"fd42ed7f-e39f-4b9a-ad6b-449a85da9b5b\"], \"total_duration\": 1661.0, \"total_sessions\": 8, \"mean_week_duration\": 9.228}, \"83563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-28 05:33:21.000000+00:00\", \"2021-07-15 23:22:58.000000+00:00\", \"2021-08-09 10:45:04.000000+00:00\"], \"session_ids\": [\"5a8001a9-1016-42e8-bc58-502029135ea2\", \"354994fb-c21e-40f2-bd53-ab6cd251464a\", \"5c41765b-d31b-4534-90f7-57c644e8e911\"], \"total_duration\": 1084.0, \"total_sessions\": 3, \"mean_week_duration\": 12.18}, \"20715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-08-25 20:31:35.000000+00:00\", \"2020-08-12 22:15:49.000000+00:00\", \"2020-10-11 10:17:56.000000+00:00\", \"2019-05-15 07:14:38.000000+00:00\", \"2022-02-09 05:08:55.000000+00:00\", \"2022-09-21 06:57:40.000000+00:00\", \"2019-01-18 23:13:53.000000+00:00\"], \"session_ids\": [\"f44b804c-d6b3-4d3d-9713-a45082bdd70e\", \"05838c19-bd1d-494b-ae6d-7d1d9eb8dd60\", \"7a3712d4-89d9-4cea-8f79-9b63b129615d\", \"1d6bcbf6-07e8-4875-baad-9982ccaaaf8b\", \"31897596-5197-4ad3-bd14-9119978fdf7d\", \"d2dc5c88-8d1f-4c57-990d-012a1c249f48\", \"92273b88-21fb-445e-a721-2ad5594c0620\"], \"total_duration\": 3674.0, \"total_sessions\": 7, \"mean_week_duration\": 19.135}}\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[{\"75687\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-11 20:28:21.000000+00:00\", \"2022-02-11 13:52:01.000000+00:00\", \"2020-02-03 06:03:45.000000+00:00\", \"2021-11-23 05:12:34.000000+00:00\", \"2019-07-14 01:35:37.000000+00:00\", \"2022-07-25 09:11:18.000000+00:00\", \"2019-11-05 05:48:57.000000+00:00\", \"2021-01-27 07:14:03.000000+00:00\"], \"session_ids\": [\"3e914e89-cb54-4943-b6e3-e4a06786bf81\", \"1aedf5ef-d3af-489e-8865-240182f2eced\", \"87ae8802-d3da-45af-b3c0-38fcc8ebe9b8\", \"190dc017-cc36-469e-965d-8ca0b86fe0c6\", \"650984c7-65b8-4228-8a3f-8eb2c7109abc\", \"a35b31d6-7c52-47c0-b53d-41c850c7e592\", \"0df6c49e-cb26-403a-a251-6a62fff93744\", \"fd42ed7f-e39f-4b9a-ad6b-449a85da9b5b\"], \"total_duration\": 1661.0, \"total_sessions\": 8, \"mean_week_duration\": 9.228}}, {\"20715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-08-25 20:31:35.000000+00:00\", \"2020-08-12 22:15:49.000000+00:00\", \"2020-10-11 10:17:56.000000+00:00\", \"2019-05-15 07:14:38.000000+00:00\", \"2022-02-09 05:08:55.000000+00:00\", \"2022-09-21 06:57:40.000000+00:00\", \"2019-01-18 23:13:53.000000+00:00\"], \"session_ids\": [\"f44b804c-d6b3-4d3d-9713-a45082bdd70e\", \"05838c19-bd1d-494b-ae6d-7d1d9eb8dd60\", \"7a3712d4-89d9-4cea-8f79-9b63b129615d\", \"1d6bcbf6-07e8-4875-baad-9982ccaaaf8b\", \"31897596-5197-4ad3-bd14-9119978fdf7d\", \"d2dc5c88-8d1f-4c57-990d-012a1c249f48\", \"92273b88-21fb-445e-a721-2ad5594c0620\"], \"total_duration\": 3674.0, \"total_sessions\": 7, \"mean_week_duration\": 19.135}}, {\"83563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-28 05:33:21.000000+00:00\", \"2021-07-15 23:22:58.000000+00:00\", \"2021-08-09 10:45:04.000000+00:00\"], \"session_ids\": [\"5a8001a9-1016-42e8-bc58-502029135ea2\", \"354994fb-c21e-40f2-bd53-ab6cd251464a\", \"5c41765b-d31b-4534-90f7-57c644e8e911\"], \"total_duration\": 1084.0, \"total_sessions\": 3, \"mean_week_duration\": 12.18}}]\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[{\"75687\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-11 20:28:21.000000+00:00\", \"2022-02-11 13:52:01.000000+00:00\", \"2020-02-03 06:03:45.000000+00:00\", \"2021-11-23 05:12:34.000000+00:00\", \"2019-07-14 01:35:37.000000+00:00\", \"2022-07-25 09:11:18.000000+00:00\", \"2019-11-05 05:48:57.000000+00:00\", \"2021-01-27 07:14:03.000000+00:00\"], \"session_ids\": [\"3e914e89-cb54-4943-b6e3-e4a06786bf81\", \"1aedf5ef-d3af-489e-8865-240182f2eced\", \"87ae8802-d3da-45af-b3c0-38fcc8ebe9b8\", \"190dc017-cc36-469e-965d-8ca0b86fe0c6\", \"650984c7-65b8-4228-8a3f-8eb2c7109abc\", \"a35b31d6-7c52-47c0-b53d-41c850c7e592\", \"0df6c49e-cb26-403a-a251-6a62fff93744\", \"fd42ed7f-e39f-4b9a-ad6b-449a85da9b5b\"], \"total_duration\": 1661.0, \"total_sessions\": 8, \"mean_week_duration\": 9.228}}, {\"20715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-08-25 20:31:35.000000+00:00\", \"2020-08-12 22:15:49.000000+00:00\", \"2020-10-11 10:17:56.000000+00:00\", \"2019-05-15 07:14:38.000000+00:00\", \"2022-02-09 05:08:55.000000+00:00\", \"2022-09-21 06:57:40.000000+00:00\", \"2019-01-18 23:13:53.000000+00:00\"], \"session_ids\": [\"f44b804c-d6b3-4d3d-9713-a45082bdd70e\", \"05838c19-bd1d-494b-ae6d-7d1d9eb8dd60\", \"7a3712d4-89d9-4cea-8f79-9b63b129615d\", \"1d6bcbf6-07e8-4875-baad-9982ccaaaf8b\", \"31897596-5197-4ad3-bd14-9119978fdf7d\", \"d2dc5c88-8d1f-4c57-990d-012a1c249f48\", \"92273b88-21fb-445e-a721-2ad5594c0620\"], \"total_duration\": 3674.0, \"total_sessions\": 7, \"mean_week_duration\": 19.135}}, {\"83563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-28 05:33:21.000000+00:00\", \"2021-07-15 23:22:58.000000+00:00\", \"2021-08-09 10:45:04.000000+00:00\"], \"session_ids\": [\"5a8001a9-1016-42e8-bc58-502029135ea2\", \"354994fb-c21e-40f2-bd53-ab6cd251464a\", \"5c41765b-d31b-4534-90f7-57c644e8e911\"], \"total_duration\": 1084.0, \"total_sessions\": 3, \"mean_week_duration\": 12.18}}]\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[{\"75687\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-11 20:28:21.000000+00:00\", \"2022-02-11 13:52:01.000000+00:00\", \"2020-02-03 06:03:45.000000+00:00\", \"2021-11-23 05:12:34.000000+00:00\", \"2019-07-14 01:35:37.000000+00:00\", \"2022-07-25 09:11:18.000000+00:00\", \"2019-11-05 05:48:57.000000+00:00\", \"2021-01-27 07:14:03.000000+00:00\"], \"session_ids\": [\"3e914e89-cb54-4943-b6e3-e4a06786bf81\", \"1aedf5ef-d3af-489e-8865-240182f2eced\", \"87ae8802-d3da-45af-b3c0-38fcc8ebe9b8\", \"190dc017-cc36-469e-965d-8ca0b86fe0c6\", \"650984c7-65b8-4228-8a3f-8eb2c7109abc\", \"a35b31d6-7c52-47c0-b53d-41c850c7e592\", \"0df6c49e-cb26-403a-a251-6a62fff93744\", \"fd42ed7f-e39f-4b9a-ad6b-449a85da9b5b\"], \"total_duration\": 1661.0, \"total_sessions\": 8, \"mean_week_duration\": 9.228}}, {\"20715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-08-25 20:31:35.000000+00:00\", \"2020-08-12 22:15:49.000000+00:00\", \"2020-10-11 10:17:56.000000+00:00\", \"2019-05-15 07:14:38.000000+00:00\", \"2022-02-09 05:08:55.000000+00:00\", \"2022-09-21 06:57:40.000000+00:00\", \"2019-01-18 23:13:53.000000+00:00\"], \"session_ids\": [\"f44b804c-d6b3-4d3d-9713-a45082bdd70e\", \"05838c19-bd1d-494b-ae6d-7d1d9eb8dd60\", \"7a3712d4-89d9-4cea-8f79-9b63b129615d\", \"1d6bcbf6-07e8-4875-baad-9982ccaaaf8b\", \"31897596-5197-4ad3-bd14-9119978fdf7d\", \"d2dc5c88-8d1f-4c57-990d-012a1c249f48\", \"92273b88-21fb-445e-a721-2ad5594c0620\"], \"total_duration\": 3674.0, \"total_sessions\": 7, \"mean_week_duration\": 19.135}}, {\"83563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-28 05:33:21.000000+00:00\", \"2021-07-15 23:22:58.000000+00:00\", \"2021-08-09 10:45:04.000000+00:00\"], \"session_ids\": [\"5a8001a9-1016-42e8-bc58-502029135ea2\", \"354994fb-c21e-40f2-bd53-ab6cd251464a\", \"5c41765b-d31b-4534-90f7-57c644e8e911\"], \"total_duration\": 1084.0, \"total_sessions\": 3, \"mean_week_duration\": 12.18}}]\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 3 users with a overall quantity of sessions that is above 6 and below 2, exclusively 2 and 6 in addition carry out sorting by sessions total risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-05-06 13:17:54.000000+00:00\", \"2019-07-01 13:45:01.000000+00:00\"], \"session_ids\": [\"c065c0c5-6996-4d63-9d72-82f11ca5cc56\", \"095d1f2f-0172-4f91-929e-1907a11c38b7\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 0.913}, \"38950\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-09 08:07:44.000000+00:00\", \"2022-02-26 18:40:47.000000+00:00\"], \"session_ids\": [\"401e4265-6abc-493d-bfcc-5275d79d89c3\", \"00619d91-a1e0-4485-a5e1-927b16355446\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 3.777}, \"11502\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-02 06:06:20.000000+00:00\", \"2019-12-03 09:16:28.000000+00:00\"], \"session_ids\": [\"132ccb08-157e-459c-b500-6f4bd2bca1f9\", \"318e309f-3582-4a24-a675-98dedcb5436a\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 5.111}, \"70581\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-12-14 22:31:21.000000+00:00\", \"2022-12-08 12:20:37.000000+00:00\"], \"session_ids\": [\"2598e7ba-c334-411b-bdb5-5368fcb207dc\", \"a3aa6397-f4cf-4daf-9822-5805758f036f\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 440.0}, \"89062\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-10-27 21:13:14.000000+00:00\", \"2022-05-26 18:27:07.000000+00:00\"], \"session_ids\": [\"32dcef2a-ada1-4bfb-b2c6-e4c58af36673\", \"4ff2df60-acca-440d-b5e3-f551fa1fe17b\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 17.273}, \"21021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-04-08 21:57:53.000000+00:00\", \"2019-02-14 14:13:54.000000+00:00\", \"2020-07-01 02:50:15.000000+00:00\", \"2022-08-23 05:21:25.000000+00:00\", \"2022-08-26 22:04:51.000000+00:00\", \"2021-11-06 16:27:18.000000+00:00\"], \"session_ids\": [\"47360a77-8af9-48a3-a17a-a9b718f32227\", \"5aef05b0-3cd3-402a-b8ab-d6ac17e64cf6\", \"73e4eb9b-6ef4-47b2-bac2-727479c6c78f\", \"7d9dbf82-2d41-4cfc-88ef-e991103480a8\", \"d54265c0-f25f-45db-b2d0-c8025645eb68\", \"f9bf5aa1-8813-4bfa-822b-2b95910799c4\"], \"total_duration\": 6031.0, \"total_sessions\": 6, \"mean_week_duration\": 27.793}, \"54617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-05-28 08:03:11.000000+00:00\", \"2023-05-23 13:27:02.000000+00:00\", \"2020-12-13 22:14:49.000000+00:00\", \"2020-05-04 15:00:38.000000+00:00\", \"2021-08-07 15:01:11.000000+00:00\", \"2022-04-29 01:00:29.000000+00:00\", \"2019-08-06 18:23:56.000000+00:00\", \"2023-06-17 07:07:13.000000+00:00\", \"2021-06-06 17:25:50.000000+00:00\"], \"session_ids\": [\"348c528c-47e9-46d6-bb18-e29fbcd9399a\", \"1367e941-4a98-411a-97e4-784b2826061e\", \"e7a15390-0927-40f8-94d0-18747aeb0e37\", \"a203533f-c64e-43ae-96ae-7da5bd52e482\", \"5059ae9b-15ba-47a6-a061-0020dc7c5a87\", \"b466c32b-5c53-46e0-ad1d-4451961fd92b\", \"177ef354-e3f0-4a69-8ab7-0e4209593daf\", \"d7be1348-65cd-4408-8eae-dba4cd37ceb4\", \"ba912447-a119-4fd8-983f-ab01a9ddc828\"], \"total_duration\": 15610.0, \"total_sessions\": 9, \"mean_week_duration\": 77.277}, \"68614\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-01 09:01:53.000000+00:00\", \"2022-03-28 10:31:51.000000+00:00\", \"2021-09-28 02:48:32.000000+00:00\", \"2023-02-03 22:57:39.000000+00:00\", \"2021-10-26 16:14:10.000000+00:00\", \"2020-10-11 02:59:12.000000+00:00\"], \"session_ids\": [\"d36d3f1f-0ab1-4249-bc13-14c8e3da3ee8\", \"ca99ca3b-c192-4881-af93-15ba96962dc6\", \"19b305e0-0d5f-423a-a121-af695de3f5b8\", \"f17b93d4-7d15-481e-a89f-af7a2536623c\", \"91567e91-2102-47c9-a87c-c994dd85ef3f\", \"c3bee78a-c299-43f8-b380-c901e0f33a5d\"], \"total_duration\": 6554.0, \"total_sessions\": 6, \"mean_week_duration\": 54.165}, \"28387\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-06 23:24:48.000000+00:00\", \"2021-12-22 14:00:56.000000+00:00\", \"2020-06-08 13:33:18.000000+00:00\", \"2021-10-26 00:59:38.000000+00:00\"], \"session_ids\": [\"1c402d5a-bea1-44cd-ba8a-c04f4549db02\", \"3490d735-01ee-4b29-887e-ecb112dcfdc8\", \"464311e5-31cb-4f73-b7bc-a473944442b2\", \"85023a4c-7771-4d3b-a2a1-9bdcb46dcf3b\"], \"total_duration\": 215.0, \"total_sessions\": 4, \"mean_week_duration\": 2.654}, \"83431\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-22 16:09:07.000000+00:00\", \"2021-11-05 10:15:03.000000+00:00\", \"2019-04-11 16:35:21.000000+00:00\"], \"session_ids\": [\"88e65a8e-13e0-48a5-a307-2d92faf3c225\", \"3bea959c-9864-4ecf-b8d3-95d64c96dd81\", \"195ef628-562a-468a-be7b-698419d2f200\"], \"total_duration\": 274.0, \"total_sessions\": 3, \"mean_week_duration\": 2.045}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 2 and are greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[2, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-05-28 08:03:11.000000+00:00\", \"2023-05-23 13:27:02.000000+00:00\", \"2020-12-13 22:14:49.000000+00:00\", \"2020-05-04 15:00:38.000000+00:00\", \"2021-08-07 15:01:11.000000+00:00\", \"2022-04-29 01:00:29.000000+00:00\", \"2019-08-06 18:23:56.000000+00:00\", \"2023-06-17 07:07:13.000000+00:00\", \"2021-06-06 17:25:50.000000+00:00\"], \"session_ids\": [\"348c528c-47e9-46d6-bb18-e29fbcd9399a\", \"1367e941-4a98-411a-97e4-784b2826061e\", \"e7a15390-0927-40f8-94d0-18747aeb0e37\", \"a203533f-c64e-43ae-96ae-7da5bd52e482\", \"5059ae9b-15ba-47a6-a061-0020dc7c5a87\", \"b466c32b-5c53-46e0-ad1d-4451961fd92b\", \"177ef354-e3f0-4a69-8ab7-0e4209593daf\", \"d7be1348-65cd-4408-8eae-dba4cd37ceb4\", \"ba912447-a119-4fd8-983f-ab01a9ddc828\"], \"total_duration\": 15610.0, \"total_sessions\": 9, \"mean_week_duration\": 77.277}}\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[{\"54617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-05-28 08:03:11.000000+00:00\", \"2023-05-23 13:27:02.000000+00:00\", \"2020-12-13 22:14:49.000000+00:00\", \"2020-05-04 15:00:38.000000+00:00\", \"2021-08-07 15:01:11.000000+00:00\", \"2022-04-29 01:00:29.000000+00:00\", \"2019-08-06 18:23:56.000000+00:00\", \"2023-06-17 07:07:13.000000+00:00\", \"2021-06-06 17:25:50.000000+00:00\"], \"session_ids\": [\"348c528c-47e9-46d6-bb18-e29fbcd9399a\", \"1367e941-4a98-411a-97e4-784b2826061e\", \"e7a15390-0927-40f8-94d0-18747aeb0e37\", \"a203533f-c64e-43ae-96ae-7da5bd52e482\", \"5059ae9b-15ba-47a6-a061-0020dc7c5a87\", \"b466c32b-5c53-46e0-ad1d-4451961fd92b\", \"177ef354-e3f0-4a69-8ab7-0e4209593daf\", \"d7be1348-65cd-4408-8eae-dba4cd37ceb4\", \"ba912447-a119-4fd8-983f-ab01a9ddc828\"], \"total_duration\": 15610.0, \"total_sessions\": 9, \"mean_week_duration\": 77.277}}]\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[{\"54617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-05-28 08:03:11.000000+00:00\", \"2023-05-23 13:27:02.000000+00:00\", \"2020-12-13 22:14:49.000000+00:00\", \"2020-05-04 15:00:38.000000+00:00\", \"2021-08-07 15:01:11.000000+00:00\", \"2022-04-29 01:00:29.000000+00:00\", \"2019-08-06 18:23:56.000000+00:00\", \"2023-06-17 07:07:13.000000+00:00\", \"2021-06-06 17:25:50.000000+00:00\"], \"session_ids\": [\"348c528c-47e9-46d6-bb18-e29fbcd9399a\", \"1367e941-4a98-411a-97e4-784b2826061e\", \"e7a15390-0927-40f8-94d0-18747aeb0e37\", \"a203533f-c64e-43ae-96ae-7da5bd52e482\", \"5059ae9b-15ba-47a6-a061-0020dc7c5a87\", \"b466c32b-5c53-46e0-ad1d-4451961fd92b\", \"177ef354-e3f0-4a69-8ab7-0e4209593daf\", \"d7be1348-65cd-4408-8eae-dba4cd37ceb4\", \"ba912447-a119-4fd8-983f-ab01a9ddc828\"], \"total_duration\": 15610.0, \"total_sessions\": 9, \"mean_week_duration\": 77.277}}]\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[{\"54617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-05-28 08:03:11.000000+00:00\", \"2023-05-23 13:27:02.000000+00:00\", \"2020-12-13 22:14:49.000000+00:00\", \"2020-05-04 15:00:38.000000+00:00\", \"2021-08-07 15:01:11.000000+00:00\", \"2022-04-29 01:00:29.000000+00:00\", \"2019-08-06 18:23:56.000000+00:00\", \"2023-06-17 07:07:13.000000+00:00\", \"2021-06-06 17:25:50.000000+00:00\"], \"session_ids\": [\"348c528c-47e9-46d6-bb18-e29fbcd9399a\", \"1367e941-4a98-411a-97e4-784b2826061e\", \"e7a15390-0927-40f8-94d0-18747aeb0e37\", \"a203533f-c64e-43ae-96ae-7da5bd52e482\", \"5059ae9b-15ba-47a6-a061-0020dc7c5a87\", \"b466c32b-5c53-46e0-ad1d-4451961fd92b\", \"177ef354-e3f0-4a69-8ab7-0e4209593daf\", \"d7be1348-65cd-4408-8eae-dba4cd37ceb4\", \"ba912447-a119-4fd8-983f-ab01a9ddc828\"], \"total_duration\": 15610.0, \"total_sessions\": 9, \"mean_week_duration\": 77.277}}]\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 5 users who have overall duration of sessions per week smaller than 31 and bigger than 18 as well as carry out sorting by total sessoins count 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{\"1662\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-04-21 18:26:02.000000+00:00\", \"2022-12-17 09:46:32.000000+00:00\"], \"session_ids\": [\"30fb2c6a-9c10-4290-9269-514bafc7cd4f\", \"7e7f9bc7-7242-4c7b-85bc-3d6f419d1f90\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 0.712}, \"67929\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-04-08 22:50:18.000000+00:00\", \"2020-10-09 15:03:11.000000+00:00\"], \"session_ids\": [\"bf3b2b1c-63da-4108-a4e5-191cb06fac05\", \"e785f33c-723a-4a55-b682-97363f646dde\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 2.815}, \"96596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-23 14:51:26.000000+00:00\", \"2019-06-19 19:35:58.000000+00:00\"], \"session_ids\": [\"3856aefb-977c-4a3a-a70a-c3ebbd5c8d5e\", \"50a20335-c0c9-48d6-9f9a-df76fbccc1c4\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.157}, \"11319\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-02-18 21:05:51.000000+00:00\", \"2020-05-27 04:46:08.000000+00:00\", \"2021-05-09 00:10:06.000000+00:00\", \"2019-05-09 10:40:40.000000+00:00\"], \"session_ids\": [\"430f89b8-b888-423e-b01d-4ec2481906d7\", \"3327415a-6761-4a1e-992d-57467a3dbcf2\", \"f15c51da-673f-47b9-a972-1e48e5db75d4\", \"7b6ac079-c4ca-492e-ac12-78bdec6a6b46\"], \"total_duration\": 424.0, \"total_sessions\": 4, \"mean_week_duration\": 3.655}, \"9535\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-18 06:03:31.000000+00:00\", \"2021-07-01 02:54:51.000000+00:00\"], \"session_ids\": [\"f9c0081a-2983-4a9b-84ba-43b5c3820f97\", \"30a95b6c-f151-4ae3-8c95-ad5abb46bace\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}, \"99877\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-18 12:28:00.000000+00:00\", \"2021-12-15 21:17:31.000000+00:00\", \"2021-09-22 22:07:55.000000+00:00\", \"2020-03-06 09:53:27.000000+00:00\"], \"session_ids\": [\"1d5e17f3-ed28-4547-aeca-49ea383d5c7c\", \"d47ccc89-847d-43ec-a698-e4499179e41c\", \"fcc9c5e7-79b1-4fd3-91ec-4879f5f54167\", \"940f1c27-e0e4-4a24-8b1b-b5b94785a449\"], \"total_duration\": 1152.0, \"total_sessions\": 4, \"mean_week_duration\": 7.68}, \"88996\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-07 08:14:11.000000+00:00\", \"2019-01-09 18:30:16.000000+00:00\"], \"session_ids\": [\"c36b6f6a-08c0-4b8e-9235-b4fd13a30410\", \"b5386c6c-68e2-40a1-a99e-9a685a71af06\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 3.271}, \"62145\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-01-06 17:25:39.000000+00:00\", \"2021-06-18 15:30:43.000000+00:00\", \"2020-10-05 12:23:37.000000+00:00\", \"2022-05-14 19:41:03.000000+00:00\", \"2019-01-24 05:37:12.000000+00:00\", \"2023-01-26 13:07:53.000000+00:00\"], \"session_ids\": [\"f52212ba-3d3d-47d6-b01c-7531f97f4103\", \"e8ecb6c1-6847-46c1-8149-9c5ab1a98658\", \"38790da9-467d-49d3-8087-b3f28b908f33\", \"ff7be1ec-3f27-47ce-9b5b-21a18c152cb2\", \"c39565b6-34a1-4a3c-9464-ba842ad43658\", \"fe6bbe37-6c35-405b-9378-e92beb2b1900\"], \"total_duration\": 1147.0, \"total_sessions\": 6, \"mean_week_duration\": 5.488}, \"34320\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-03 06:04:48.000000+00:00\", \"2022-03-29 15:42:46.000000+00:00\"], \"session_ids\": [\"7299320c-426a-42a1-a500-6a408c48929c\", \"fa614635-ce7b-4f4c-b58d-e28f2cbe2d8e\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 17.238}, \"56753\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-16 16:39:53.000000+00:00\", \"2021-09-12 07:59:59.000000+00:00\", \"2023-02-08 21:24:03.000000+00:00\", \"2020-08-09 23:36:40.000000+00:00\", \"2022-02-19 07:13:20.000000+00:00\"], \"session_ids\": [\"dcdab103-da33-4068-875d-fea0f3a426b6\", \"614ccaf7-039b-4f6d-a09e-53170c4ac3a5\", \"7895fe8d-7ac4-4443-8b46-c7d783425db0\", \"89c0893d-d725-4fa0-8adc-ad5a939b1682\", \"2cea63fe-92c9-498d-a98c-3628b42662be\"], \"total_duration\": 747.0, \"total_sessions\": 5, \"mean_week_duration\": 5.702}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 18 and are equal or less than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 31]]}}}\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": "Show me 3 users who belong to cities Quito, Oslo, Buenos Aires, New York City, Dubai, Kuala Lumpur and implement sorting by total_sessions decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47404\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-27 08:14:13.000000+00:00\", \"2022-04-01 08:00:57.000000+00:00\", \"2019-03-10 02:33:52.000000+00:00\", \"2022-01-30 07:42:32.000000+00:00\", \"2020-03-03 10:24:30.000000+00:00\", \"2021-11-25 13:55:25.000000+00:00\"], \"session_ids\": [\"66f3ff01-c5a0-43e5-9334-bfab87f13c4b\", \"e2d18d12-5890-4f94-a883-cc24e7834490\", \"62b116f3-9c48-427a-8be1-6f64404a3a5b\", \"b733904e-86ae-462a-98b3-f5fe613388f2\", \"d62b062d-9361-4384-99a2-a85b181b3504\", \"d90e6a93-ecc6-41dd-8485-269260a2c2ef\"], \"total_duration\": 373.0, \"total_sessions\": 6, \"mean_week_duration\": 1.759}, \"67644\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-18 03:56:31.000000+00:00\", \"2022-09-28 14:29:23.000000+00:00\", \"2022-07-20 23:01:58.000000+00:00\", \"2022-06-29 22:03:10.000000+00:00\", \"2023-06-19 20:51:49.000000+00:00\"], \"session_ids\": [\"d8888b6d-806c-4d41-a97e-460df7ef921b\", \"3ea22a22-659e-4855-b4bf-33890fafc38a\", \"a3756434-f1c9-4d87-b672-b22301859a2d\", \"d0d966ce-cfc4-4de7-955c-493e2632e08a\", \"0680a0e2-c1ff-4b46-8644-a591e458cd96\"], \"total_duration\": 49.0, \"total_sessions\": 5, \"mean_week_duration\": 0.533}, \"31163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-05-04 06:21:32.000000+00:00\", \"2020-09-26 23:28:12.000000+00:00\", \"2021-03-13 00:53:03.000000+00:00\", \"2021-02-17 06:11:51.000000+00:00\", \"2022-04-30 17:57:08.000000+00:00\"], \"session_ids\": [\"d2b4efe4-cc9a-4315-9b5d-d5d1c30bd290\", \"2e9bd0bd-d341-42dc-88d7-28c57b8520f3\", \"df57d4a0-ba60-4269-b9c4-24893062c8ba\", \"22791ae4-5f7a-450d-b5cd-c008e79404ff\", \"6a2d33b9-6e93-4e7c-b109-b14e4e535834\"], \"total_duration\": 76.0, \"total_sessions\": 5, \"mean_week_duration\": 0.916}, \"37717\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-13 04:04:47.000000+00:00\", \"2023-03-21 08:31:13.000000+00:00\", \"2021-07-22 06:34:35.000000+00:00\", \"2019-02-06 17:38:04.000000+00:00\"], \"session_ids\": [\"b1eca5b6-3f77-4e74-b2ba-2a6dbbb0fa32\", \"e62667a2-b2cb-49b0-b4ae-ec1cc71d5158\", \"e820a41b-a870-4042-9ae1-6de87878f681\", \"a03684c7-f360-47ca-93f1-263dc2cb0722\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.205}, \"30207\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-09 04:18:19.000000+00:00\", \"2021-10-12 02:31:35.000000+00:00\"], \"session_ids\": [\"352401a8-27b4-4098-866d-ef15d7f408b9\", \"a65df93d-6a16-4428-8e09-5d1de9755fe0\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 5.853}, \"55126\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-12-08 21:02:40.000000+00:00\", \"2023-06-20 09:16:23.000000+00:00\"], \"session_ids\": [\"26cf88aa-1fcb-4c76-a2a6-d7dd09495361\", \"f9985c28-6265-4b1e-9006-bae7958c18be\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.13}, \"92166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-29 02:32:59.000000+00:00\", \"2020-01-18 01:29:25.000000+00:00\"], \"session_ids\": [\"052ba078-0e9a-499a-9c0c-3232445fd587\", \"ac816423-16df-4f07-9175-c14fa001a47a\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"40725\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-22 22:43:19.000000+00:00\", \"2020-10-15 12:52:10.000000+00:00\"], \"session_ids\": [\"2e33d819-4e9c-40d8-a5b7-4cd0e0425ca1\", \"315b29e4-e514-44ce-ab1f-ec7d8be83024\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.854}, \"85285\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-02-15 21:10:13.000000+00:00\", \"2023-01-19 18:07:53.000000+00:00\"], \"session_ids\": [\"79c7818e-b1ac-47c1-a9f9-9bc32febb1a8\", \"aeacc8f5-7a24-4c7a-b252-18e572e9765e\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.078}, \"19884\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-13 13:34:25.000000+00:00\", \"2022-07-05 12:41:37.000000+00:00\"], \"session_ids\": [\"3eb1f91d-5a52-4af9-b766-8fe666753587\", \"5d5429d1-69b0-49ca-8e8e-30e1040e1db2\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.359}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Quito, Oslo, Buenos Aires, New York City, Dubai, Kuala Lumpur"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Quito\", \"Oslo\", \"Buenos Aires\", \"New York City\", \"Dubai\", \"Kuala Lumpur\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 2 users who don't belong to city Berlin and perform sorting by overall sessions count 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{\"57618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-29 21:55:44.000000+00:00\", \"2020-07-05 07:39:53.000000+00:00\"], \"session_ids\": [\"feb9ce5c-8c29-4b40-b370-13bc5f8d0483\", \"0a5b133f-c073-4bc6-b2d3-8ff25e565398\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.756}, \"63596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-03 08:34:39.000000+00:00\", \"2023-04-27 16:41:36.000000+00:00\"], \"session_ids\": [\"56632600-84d8-4085-97ce-bcf7cb75a964\", \"f132abdd-2c61-47fd-8b16-4a9b4475775c\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 1.846}, \"56784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-10-14 18:08:47.000000+00:00\", \"2021-08-11 08:14:31.000000+00:00\"], \"session_ids\": [\"9ef6c320-b3a5-4481-a535-c20b24895d43\", \"b4cf97fa-a42c-4077-9c7b-ae5a32a62169\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 6.047}, \"54541\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-11-29 23:31:55.000000+00:00\", \"2023-01-21 23:39:09.000000+00:00\"], \"session_ids\": [\"a7ca43f2-4fe8-45c9-b179-1b57746b5666\", \"c29852e8-c175-44c9-a339-2023003f573d\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.696}, \"29470\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-21 03:45:52.000000+00:00\", \"2019-03-06 17:02:23.000000+00:00\", \"2020-04-06 09:09:00.000000+00:00\"], \"session_ids\": [\"87a2e5ce-2a42-431c-8ac8-d7a17556fe3a\", \"b93448b9-260c-4897-8c96-5f7fceb32642\", \"170bfbf6-e659-413d-8cfe-4e86c188d2bb\"], \"total_duration\": 817.0, \"total_sessions\": 3, \"mean_week_duration\": 12.968}, \"18125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-12 11:12:59.000000+00:00\", \"2020-10-11 17:35:57.000000+00:00\", \"2023-05-07 01:41:28.000000+00:00\", \"2020-03-30 04:15:50.000000+00:00\", \"2020-01-09 17:38:24.000000+00:00\", \"2019-10-28 04:50:47.000000+00:00\", \"2020-09-05 13:26:45.000000+00:00\", \"2022-11-15 04:39:08.000000+00:00\"], \"session_ids\": [\"aac3282c-ffa4-4f82-8465-37a2851f8256\", \"a17cd8fd-afdc-4c2c-bd97-8cf0ee0c1ab4\", \"5874c196-3bf2-4c27-b3a0-f0b1c28909ee\", \"e1a00b83-f386-4d9b-aaf3-02ab28c8fc1d\", \"b4e16546-bde9-4eb1-a16a-c6791f112bd7\", \"b2ad6abf-6d88-46a2-ab67-ece1a4304ac3\", \"d08048f6-14a2-4fb6-a1ea-620b66ea6462\", \"a8949286-26f1-4a48-b76a-a6357137b8d9\"], \"total_duration\": 3150.0, \"total_sessions\": 8, \"mean_week_duration\": 17.12}, \"14618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-08 07:24:59.000000+00:00\", \"2021-03-04 12:13:15.000000+00:00\"], \"session_ids\": [\"ce0843cc-6786-4a2c-b429-8cf29e59a71e\", \"29e58583-9b8a-4641-b3df-90ec0624bd44\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.712}, \"82639\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-13 10:08:08.000000+00:00\", \"2021-06-25 08:38:55.000000+00:00\"], \"session_ids\": [\"4df0588c-b117-4f6f-b41a-1a5a7c2c0df4\", \"9a9bda10-f842-449a-96b8-3cbc56b50783\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 1.062}, \"84010\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-10 14:27:40.000000+00:00\", \"2023-02-27 10:12:48.000000+00:00\"], \"session_ids\": [\"1fd7784b-e75b-4811-a8a5-6de3d431e506\", \"c214cd92-7903-4012-bbcf-8661a18f0b6a\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 40.143}, \"82256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-03-04 10:38:21.000000+00:00\", \"2023-02-15 02:42:39.000000+00:00\", \"2019-01-28 01:32:47.000000+00:00\", \"2019-06-18 15:10:08.000000+00:00\", \"2020-11-10 05:51:26.000000+00:00\", \"2022-12-06 06:34:58.000000+00:00\"], \"session_ids\": [\"97e7a79b-acdf-4fb7-95e5-3aba782d0635\", \"d55c3a14-c745-4f5e-87dc-f4e6b6d527fb\", \"190fd3a9-3c9f-43ae-b49d-cfdbbeb19527\", \"729ef504-d93e-4f62-8ba3-ec24bf88bb60\", \"1252f005-5456-4ba9-a64c-cf039e7f2750\", \"ba91f434-8a57-4dd7-b3ec-efbfe2b18f3e\"], \"total_duration\": 119.0, \"total_sessions\": 6, \"mean_week_duration\": 0.561}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Berlin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-29 21:55:44.000000+00:00\", \"2020-07-05 07:39:53.000000+00:00\"], \"session_ids\": [\"feb9ce5c-8c29-4b40-b370-13bc5f8d0483\", \"0a5b133f-c073-4bc6-b2d3-8ff25e565398\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.756}, \"63596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-03 08:34:39.000000+00:00\", \"2023-04-27 16:41:36.000000+00:00\"], \"session_ids\": [\"56632600-84d8-4085-97ce-bcf7cb75a964\", \"f132abdd-2c61-47fd-8b16-4a9b4475775c\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 1.846}, \"56784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-10-14 18:08:47.000000+00:00\", \"2021-08-11 08:14:31.000000+00:00\"], \"session_ids\": [\"9ef6c320-b3a5-4481-a535-c20b24895d43\", \"b4cf97fa-a42c-4077-9c7b-ae5a32a62169\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 6.047}, \"29470\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-21 03:45:52.000000+00:00\", \"2019-03-06 17:02:23.000000+00:00\", \"2020-04-06 09:09:00.000000+00:00\"], \"session_ids\": [\"87a2e5ce-2a42-431c-8ac8-d7a17556fe3a\", \"b93448b9-260c-4897-8c96-5f7fceb32642\", \"170bfbf6-e659-413d-8cfe-4e86c188d2bb\"], \"total_duration\": 817.0, \"total_sessions\": 3, \"mean_week_duration\": 12.968}, \"18125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-12 11:12:59.000000+00:00\", \"2020-10-11 17:35:57.000000+00:00\", \"2023-05-07 01:41:28.000000+00:00\", \"2020-03-30 04:15:50.000000+00:00\", \"2020-01-09 17:38:24.000000+00:00\", \"2019-10-28 04:50:47.000000+00:00\", \"2020-09-05 13:26:45.000000+00:00\", \"2022-11-15 04:39:08.000000+00:00\"], \"session_ids\": [\"aac3282c-ffa4-4f82-8465-37a2851f8256\", \"a17cd8fd-afdc-4c2c-bd97-8cf0ee0c1ab4\", \"5874c196-3bf2-4c27-b3a0-f0b1c28909ee\", \"e1a00b83-f386-4d9b-aaf3-02ab28c8fc1d\", \"b4e16546-bde9-4eb1-a16a-c6791f112bd7\", \"b2ad6abf-6d88-46a2-ab67-ece1a4304ac3\", \"d08048f6-14a2-4fb6-a1ea-620b66ea6462\", \"a8949286-26f1-4a48-b76a-a6357137b8d9\"], \"total_duration\": 3150.0, \"total_sessions\": 8, \"mean_week_duration\": 17.12}, \"14618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-08 07:24:59.000000+00:00\", \"2021-03-04 12:13:15.000000+00:00\"], \"session_ids\": [\"ce0843cc-6786-4a2c-b429-8cf29e59a71e\", \"29e58583-9b8a-4641-b3df-90ec0624bd44\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.712}, \"82639\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-13 10:08:08.000000+00:00\", \"2021-06-25 08:38:55.000000+00:00\"], \"session_ids\": [\"4df0588c-b117-4f6f-b41a-1a5a7c2c0df4\", \"9a9bda10-f842-449a-96b8-3cbc56b50783\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 1.062}, \"84010\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-10 14:27:40.000000+00:00\", \"2023-02-27 10:12:48.000000+00:00\"], \"session_ids\": [\"1fd7784b-e75b-4811-a8a5-6de3d431e506\", \"c214cd92-7903-4012-bbcf-8661a18f0b6a\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 40.143}, \"82256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-03-04 10:38:21.000000+00:00\", \"2023-02-15 02:42:39.000000+00:00\", \"2019-01-28 01:32:47.000000+00:00\", \"2019-06-18 15:10:08.000000+00:00\", \"2020-11-10 05:51:26.000000+00:00\", \"2022-12-06 06:34:58.000000+00:00\"], \"session_ids\": [\"97e7a79b-acdf-4fb7-95e5-3aba782d0635\", \"d55c3a14-c745-4f5e-87dc-f4e6b6d527fb\", \"190fd3a9-3c9f-43ae-b49d-cfdbbeb19527\", \"729ef504-d93e-4f62-8ba3-ec24bf88bb60\", \"1252f005-5456-4ba9-a64c-cf039e7f2750\", \"ba91f434-8a57-4dd7-b3ec-efbfe2b18f3e\"], \"total_duration\": 119.0, \"total_sessions\": 6, \"mean_week_duration\": 0.561}}\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[{\"57618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-29 21:55:44.000000+00:00\", \"2020-07-05 07:39:53.000000+00:00\"], \"session_ids\": [\"feb9ce5c-8c29-4b40-b370-13bc5f8d0483\", \"0a5b133f-c073-4bc6-b2d3-8ff25e565398\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.756}}, {\"63596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-03 08:34:39.000000+00:00\", \"2023-04-27 16:41:36.000000+00:00\"], \"session_ids\": [\"56632600-84d8-4085-97ce-bcf7cb75a964\", \"f132abdd-2c61-47fd-8b16-4a9b4475775c\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 1.846}}, {\"56784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-10-14 18:08:47.000000+00:00\", \"2021-08-11 08:14:31.000000+00:00\"], \"session_ids\": [\"9ef6c320-b3a5-4481-a535-c20b24895d43\", \"b4cf97fa-a42c-4077-9c7b-ae5a32a62169\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 6.047}}, {\"14618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-08 07:24:59.000000+00:00\", \"2021-03-04 12:13:15.000000+00:00\"], \"session_ids\": [\"ce0843cc-6786-4a2c-b429-8cf29e59a71e\", \"29e58583-9b8a-4641-b3df-90ec0624bd44\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.712}}, {\"82639\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-13 10:08:08.000000+00:00\", \"2021-06-25 08:38:55.000000+00:00\"], \"session_ids\": [\"4df0588c-b117-4f6f-b41a-1a5a7c2c0df4\", \"9a9bda10-f842-449a-96b8-3cbc56b50783\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 1.062}}, {\"84010\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-10 14:27:40.000000+00:00\", \"2023-02-27 10:12:48.000000+00:00\"], \"session_ids\": [\"1fd7784b-e75b-4811-a8a5-6de3d431e506\", \"c214cd92-7903-4012-bbcf-8661a18f0b6a\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 40.143}}, {\"29470\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-21 03:45:52.000000+00:00\", \"2019-03-06 17:02:23.000000+00:00\", \"2020-04-06 09:09:00.000000+00:00\"], \"session_ids\": [\"87a2e5ce-2a42-431c-8ac8-d7a17556fe3a\", \"b93448b9-260c-4897-8c96-5f7fceb32642\", \"170bfbf6-e659-413d-8cfe-4e86c188d2bb\"], \"total_duration\": 817.0, \"total_sessions\": 3, \"mean_week_duration\": 12.968}}, {\"82256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-03-04 10:38:21.000000+00:00\", \"2023-02-15 02:42:39.000000+00:00\", \"2019-01-28 01:32:47.000000+00:00\", \"2019-06-18 15:10:08.000000+00:00\", \"2020-11-10 05:51:26.000000+00:00\", \"2022-12-06 06:34:58.000000+00:00\"], \"session_ids\": [\"97e7a79b-acdf-4fb7-95e5-3aba782d0635\", \"d55c3a14-c745-4f5e-87dc-f4e6b6d527fb\", \"190fd3a9-3c9f-43ae-b49d-cfdbbeb19527\", \"729ef504-d93e-4f62-8ba3-ec24bf88bb60\", \"1252f005-5456-4ba9-a64c-cf039e7f2750\", \"ba91f434-8a57-4dd7-b3ec-efbfe2b18f3e\"], \"total_duration\": 119.0, \"total_sessions\": 6, \"mean_week_duration\": 0.561}}, {\"18125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-12 11:12:59.000000+00:00\", \"2020-10-11 17:35:57.000000+00:00\", \"2023-05-07 01:41:28.000000+00:00\", \"2020-03-30 04:15:50.000000+00:00\", \"2020-01-09 17:38:24.000000+00:00\", \"2019-10-28 04:50:47.000000+00:00\", \"2020-09-05 13:26:45.000000+00:00\", \"2022-11-15 04:39:08.000000+00:00\"], \"session_ids\": [\"aac3282c-ffa4-4f82-8465-37a2851f8256\", \"a17cd8fd-afdc-4c2c-bd97-8cf0ee0c1ab4\", \"5874c196-3bf2-4c27-b3a0-f0b1c28909ee\", \"e1a00b83-f386-4d9b-aaf3-02ab28c8fc1d\", \"b4e16546-bde9-4eb1-a16a-c6791f112bd7\", \"b2ad6abf-6d88-46a2-ab67-ece1a4304ac3\", \"d08048f6-14a2-4fb6-a1ea-620b66ea6462\", \"a8949286-26f1-4a48-b76a-a6357137b8d9\"], \"total_duration\": 3150.0, \"total_sessions\": 8, \"mean_week_duration\": 17.12}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"57618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-29 21:55:44.000000+00:00\", \"2020-07-05 07:39:53.000000+00:00\"], \"session_ids\": [\"feb9ce5c-8c29-4b40-b370-13bc5f8d0483\", \"0a5b133f-c073-4bc6-b2d3-8ff25e565398\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.756}}, {\"63596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-03 08:34:39.000000+00:00\", \"2023-04-27 16:41:36.000000+00:00\"], \"session_ids\": [\"56632600-84d8-4085-97ce-bcf7cb75a964\", \"f132abdd-2c61-47fd-8b16-4a9b4475775c\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 1.846}}]\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[{\"57618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-29 21:55:44.000000+00:00\", \"2020-07-05 07:39:53.000000+00:00\"], \"session_ids\": [\"feb9ce5c-8c29-4b40-b370-13bc5f8d0483\", \"0a5b133f-c073-4bc6-b2d3-8ff25e565398\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.756}}, {\"63596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-03 08:34:39.000000+00:00\", \"2023-04-27 16:41:36.000000+00:00\"], \"session_ids\": [\"56632600-84d8-4085-97ce-bcf7cb75a964\", \"f132abdd-2c61-47fd-8b16-4a9b4475775c\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 1.846}}]\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 user who has overall quantity of sessions strictly bigger than 2 and smaller than 5 as well as execute sorting by total amount of duration from the smallest value to the largest value , and provide me only with 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29970\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-14 14:00:42.000000+00:00\", \"2019-08-18 23:19:22.000000+00:00\"], \"session_ids\": [\"2c6c76cc-b9c5-4957-893b-3a88b11c3051\", \"39c53403-648e-4337-8a7b-6e78f6949f9d\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.948}, \"84324\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-17 05:33:55.000000+00:00\", \"2020-03-10 23:44:22.000000+00:00\"], \"session_ids\": [\"05b351c5-0bd6-4515-aa8e-a198ca413c74\", \"f0a33584-c528-40bf-8871-16a4f9b1e79b\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 36.417}, \"17929\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-20 12:10:09.000000+00:00\", \"2023-01-26 06:35:50.000000+00:00\", \"2020-02-02 14:48:55.000000+00:00\"], \"session_ids\": [\"2a46d115-e98c-4f94-95aa-d160003cfada\", \"3d37656f-8849-4c77-aa62-d1b85d83ec73\", \"08792730-0abb-4ce7-8c15-de0064defab2\"], \"total_duration\": 142.0, \"total_sessions\": 3, \"mean_week_duration\": 0.826}, \"99699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-06-28 07:56:06.000000+00:00\", \"2020-05-18 19:12:18.000000+00:00\"], \"session_ids\": [\"75a0e3ca-9b12-4722-94da-b52ab4bb22d6\", \"3a766d09-171e-4b55-b329-2deea9b9e04a\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.709}, \"18711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-04-26 23:58:35.000000+00:00\", \"2021-05-04 14:38:44.000000+00:00\", \"2020-04-21 07:08:00.000000+00:00\"], \"session_ids\": [\"19ce05ed-575e-4f87-b2f3-cb67c706d878\", \"f6538240-ce01-42f1-b2f3-16a757311aa7\", \"048a0c3f-31d4-465d-b485-fbcf150b10d2\"], \"total_duration\": 822.0, \"total_sessions\": 3, \"mean_week_duration\": 7.829}, \"12228\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-05 13:21:01.000000+00:00\", \"2020-02-04 19:15:38.000000+00:00\", \"2022-02-15 23:40:50.000000+00:00\"], \"session_ids\": [\"f055ad5d-b3cf-46be-ad10-3ba82cfb8c2d\", \"b928dd60-2ca2-4033-8bad-03b97eaccb31\", \"ef50f8a4-8014-4239-bb1e-32df0934cee5\"], \"total_duration\": 458.0, \"total_sessions\": 3, \"mean_week_duration\": 3.444}, \"81740\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-19 13:15:17.000000+00:00\", \"2020-04-04 12:13:44.000000+00:00\"], \"session_ids\": [\"a72a7dee-c3fc-4249-b233-664b89c78ba0\", \"d018771a-17d8-4b3c-9bd0-b24d5f237079\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.152}, \"86268\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-26 17:56:19.000000+00:00\", \"2022-12-04 02:46:16.000000+00:00\"], \"session_ids\": [\"1df8ae33-08be-4caa-badf-b3b5f909b679\", \"ebfdf856-a344-4646-93e9-80dafd197098\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.654}, \"29694\": {\"keyflows\": {\"Sign In Flow\": 5, \"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\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-31 10:30:30.000000+00:00\", \"2021-01-25 13:27:57.000000+00:00\", \"2023-02-27 05:50:34.000000+00:00\", \"2020-01-19 21:52:36.000000+00:00\", \"2019-09-17 21:29:54.000000+00:00\"], \"session_ids\": [\"e9d9176f-7f1d-4d48-ac56-5294521f600a\", \"eda61eba-fea0-4984-90e6-c098ebf1c023\", \"0feafe87-23db-4087-b5d7-232ab0c4d8d7\", \"c03bbbe2-0d3e-46b2-8be6-699767d49b3b\", \"ece2a62b-0dc0-40fc-be76-4b669f544d8e\"], \"total_duration\": 1374.0, \"total_sessions\": 5, \"mean_week_duration\": 7.633}, \"73503\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-20 21:58:47.000000+00:00\", \"2019-01-12 15:05:03.000000+00:00\", \"2019-12-09 18:55:13.000000+00:00\", \"2021-02-17 15:42:50.000000+00:00\", \"2020-03-26 11:14:46.000000+00:00\", \"2020-07-21 21:38:44.000000+00:00\", \"2022-07-22 12:23:53.000000+00:00\", \"2020-05-01 13:28:32.000000+00:00\"], \"session_ids\": [\"43d96ca3-4d1e-498e-8205-126938b94c63\", \"3b2f200b-0f54-4b36-bbf0-f869e2856b9c\", \"969de01c-3d88-45ce-9938-8e3736d2966d\", \"017b6310-4911-4e94-92b8-dd54624848b2\", \"ae851317-cf1f-4f29-8494-abab8faeab4a\", \"d5be037a-29a1-4d95-bac9-5410f689fb35\", \"494076c7-197e-4a61-b46d-b02a7f6ae96f\", \"fcb6533c-7424-489e-81d4-ec50772293aa\"], \"total_duration\": 1624.0, \"total_sessions\": 8, \"mean_week_duration\": 8.826}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 2 and are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17929\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-20 12:10:09.000000+00:00\", \"2023-01-26 06:35:50.000000+00:00\", \"2020-02-02 14:48:55.000000+00:00\"], \"session_ids\": [\"2a46d115-e98c-4f94-95aa-d160003cfada\", \"3d37656f-8849-4c77-aa62-d1b85d83ec73\", \"08792730-0abb-4ce7-8c15-de0064defab2\"], \"total_duration\": 142.0, \"total_sessions\": 3, \"mean_week_duration\": 0.826}, \"18711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-04-26 23:58:35.000000+00:00\", \"2021-05-04 14:38:44.000000+00:00\", \"2020-04-21 07:08:00.000000+00:00\"], \"session_ids\": [\"19ce05ed-575e-4f87-b2f3-cb67c706d878\", \"f6538240-ce01-42f1-b2f3-16a757311aa7\", \"048a0c3f-31d4-465d-b485-fbcf150b10d2\"], \"total_duration\": 822.0, \"total_sessions\": 3, \"mean_week_duration\": 7.829}, \"12228\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-05 13:21:01.000000+00:00\", \"2020-02-04 19:15:38.000000+00:00\", \"2022-02-15 23:40:50.000000+00:00\"], \"session_ids\": [\"f055ad5d-b3cf-46be-ad10-3ba82cfb8c2d\", \"b928dd60-2ca2-4033-8bad-03b97eaccb31\", \"ef50f8a4-8014-4239-bb1e-32df0934cee5\"], \"total_duration\": 458.0, \"total_sessions\": 3, \"mean_week_duration\": 3.444}, \"29694\": {\"keyflows\": {\"Sign In Flow\": 5, \"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\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-31 10:30:30.000000+00:00\", \"2021-01-25 13:27:57.000000+00:00\", \"2023-02-27 05:50:34.000000+00:00\", \"2020-01-19 21:52:36.000000+00:00\", \"2019-09-17 21:29:54.000000+00:00\"], \"session_ids\": [\"e9d9176f-7f1d-4d48-ac56-5294521f600a\", \"eda61eba-fea0-4984-90e6-c098ebf1c023\", \"0feafe87-23db-4087-b5d7-232ab0c4d8d7\", \"c03bbbe2-0d3e-46b2-8be6-699767d49b3b\", \"ece2a62b-0dc0-40fc-be76-4b669f544d8e\"], \"total_duration\": 1374.0, \"total_sessions\": 5, \"mean_week_duration\": 7.633}}\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[{\"17929\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-20 12:10:09.000000+00:00\", \"2023-01-26 06:35:50.000000+00:00\", \"2020-02-02 14:48:55.000000+00:00\"], \"session_ids\": [\"2a46d115-e98c-4f94-95aa-d160003cfada\", \"3d37656f-8849-4c77-aa62-d1b85d83ec73\", \"08792730-0abb-4ce7-8c15-de0064defab2\"], \"total_duration\": 142.0, \"total_sessions\": 3, \"mean_week_duration\": 0.826}}, {\"12228\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-05 13:21:01.000000+00:00\", \"2020-02-04 19:15:38.000000+00:00\", \"2022-02-15 23:40:50.000000+00:00\"], \"session_ids\": [\"f055ad5d-b3cf-46be-ad10-3ba82cfb8c2d\", \"b928dd60-2ca2-4033-8bad-03b97eaccb31\", \"ef50f8a4-8014-4239-bb1e-32df0934cee5\"], \"total_duration\": 458.0, \"total_sessions\": 3, \"mean_week_duration\": 3.444}}, {\"18711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-04-26 23:58:35.000000+00:00\", \"2021-05-04 14:38:44.000000+00:00\", \"2020-04-21 07:08:00.000000+00:00\"], \"session_ids\": [\"19ce05ed-575e-4f87-b2f3-cb67c706d878\", \"f6538240-ce01-42f1-b2f3-16a757311aa7\", \"048a0c3f-31d4-465d-b485-fbcf150b10d2\"], \"total_duration\": 822.0, \"total_sessions\": 3, \"mean_week_duration\": 7.829}}, {\"29694\": {\"keyflows\": {\"Sign In Flow\": 5, \"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\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-31 10:30:30.000000+00:00\", \"2021-01-25 13:27:57.000000+00:00\", \"2023-02-27 05:50:34.000000+00:00\", \"2020-01-19 21:52:36.000000+00:00\", \"2019-09-17 21:29:54.000000+00:00\"], \"session_ids\": [\"e9d9176f-7f1d-4d48-ac56-5294521f600a\", \"eda61eba-fea0-4984-90e6-c098ebf1c023\", \"0feafe87-23db-4087-b5d7-232ab0c4d8d7\", \"c03bbbe2-0d3e-46b2-8be6-699767d49b3b\", \"ece2a62b-0dc0-40fc-be76-4b669f544d8e\"], \"total_duration\": 1374.0, \"total_sessions\": 5, \"mean_week_duration\": 7.633}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17929\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-20 12:10:09.000000+00:00\", \"2023-01-26 06:35:50.000000+00:00\", \"2020-02-02 14:48:55.000000+00:00\"], \"session_ids\": [\"2a46d115-e98c-4f94-95aa-d160003cfada\", \"3d37656f-8849-4c77-aa62-d1b85d83ec73\", \"08792730-0abb-4ce7-8c15-de0064defab2\"], \"total_duration\": 142.0, \"total_sessions\": 3, \"mean_week_duration\": 0.826}}, {\"12228\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-05 13:21:01.000000+00:00\", \"2020-02-04 19:15:38.000000+00:00\", \"2022-02-15 23:40:50.000000+00:00\"], \"session_ids\": [\"f055ad5d-b3cf-46be-ad10-3ba82cfb8c2d\", \"b928dd60-2ca2-4033-8bad-03b97eaccb31\", \"ef50f8a4-8014-4239-bb1e-32df0934cee5\"], \"total_duration\": 458.0, \"total_sessions\": 3, \"mean_week_duration\": 3.444}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17929\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-20 12:10:09.000000+00:00\", \"2023-01-26 06:35:50.000000+00:00\", \"2020-02-02 14:48:55.000000+00:00\"], \"session_ids\": [\"2a46d115-e98c-4f94-95aa-d160003cfada\", \"3d37656f-8849-4c77-aa62-d1b85d83ec73\", \"08792730-0abb-4ce7-8c15-de0064defab2\"], \"total_duration\": 142.0, \"total_sessions\": 3, \"mean_week_duration\": 0.826}}, {\"12228\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-05 13:21:01.000000+00:00\", \"2020-02-04 19:15:38.000000+00:00\", \"2022-02-15 23:40:50.000000+00:00\"], \"session_ids\": [\"f055ad5d-b3cf-46be-ad10-3ba82cfb8c2d\", \"b928dd60-2ca2-4033-8bad-03b97eaccb31\", \"ef50f8a4-8014-4239-bb1e-32df0934cee5\"], \"total_duration\": 458.0, \"total_sessions\": 3, \"mean_week_duration\": 3.444}}]\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 6 users who have duration of sessions per week smaller than 23 and bigger than 33 in addition do sorting by total sessoins count from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34871\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-18 04:31:45.000000+00:00\", \"2020-09-25 08:28:39.000000+00:00\"], \"session_ids\": [\"631c6efc-8cf8-4ca6-b540-97bb39c31aca\", \"16c977cc-00fc-48b3-a4e7-a2009c2930da\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 2.956}, \"19572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-07 23:36:59.000000+00:00\", \"2022-09-07 22:05:53.000000+00:00\"], \"session_ids\": [\"9cd845c1-7339-4239-9651-e89635a697c6\", \"9622dbc8-828e-4119-9430-95f0322f3621\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 3.183}, \"12519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-25 11:46:21.000000+00:00\", \"2019-08-09 06:53:18.000000+00:00\"], \"session_ids\": [\"b4294fb7-8dcd-400f-8e1c-1b87f729a414\", \"e526815c-bcb2-4732-acfc-7ab46490b2e4\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 6.545}, \"94740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-02-12 11:29:22.000000+00:00\", \"2022-02-19 03:20:18.000000+00:00\", \"2019-02-09 15:00:59.000000+00:00\", \"2021-09-19 16:21:06.000000+00:00\", \"2023-03-17 17:42:10.000000+00:00\", \"2022-06-23 21:02:03.000000+00:00\", \"2022-07-23 04:21:40.000000+00:00\"], \"session_ids\": [\"116cd069-4970-4a75-8866-5bccceaab437\", \"9179403b-0c0a-4966-b5cd-ab40747a9089\", \"af547e3b-c10e-49dd-813d-ab1ddbb9acee\", \"7b9568a2-7104-4f7e-a675-f7d4310c775f\", \"95c3ae63-d0ed-4d5b-85bd-4f9f3a553521\", \"c10c0a03-17d7-47d5-b311-a5071c933389\", \"a274f95b-f6f6-4750-9620-bf3a261dc720\"], \"total_duration\": 89.0, \"total_sessions\": 7, \"mean_week_duration\": 0.416}, \"1190\": {\"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\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-19 22:12:10.000000+00:00\", \"2023-06-24 16:00:56.000000+00:00\"], \"session_ids\": [\"a1a44fd1-2a69-4e1c-80f7-62eb4ca3b494\", \"9cdd08eb-b4c0-4662-a401-9602e1091178\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 1.766}, \"65352\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-16 22:47:42.000000+00:00\", \"2022-02-03 19:59:52.000000+00:00\"], \"session_ids\": [\"ae60836a-9177-4a59-be63-16538a93fe8a\", \"54912dc7-f849-48c9-89bf-9aa0e0bd017b\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 217.5}, \"5979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-11-13 12:25:47.000000+00:00\", \"2020-07-06 20:53:30.000000+00:00\"], \"session_ids\": [\"86681678-9720-4817-a166-5b55fb934792\", \"25b259c1-ea86-45e7-9d20-88091ef824da\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}, \"21793\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-15 13:19:36.000000+00:00\", \"2019-10-05 00:51:52.000000+00:00\"], \"session_ids\": [\"47ac5b34-b838-4084-855d-530e7d5ac34b\", \"bcdb10f1-f40c-4060-90a3-c0ff7a43ba5f\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 2.78}, \"65893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-09 12:16:49.000000+00:00\", \"2023-02-03 11:03:34.000000+00:00\", \"2019-08-11 21:43:27.000000+00:00\", \"2021-12-01 02:03:27.000000+00:00\"], \"session_ids\": [\"e3451b6d-bd26-402c-bd60-6c1a1bac3254\", \"5d2bceb4-8099-42d0-ab48-13d078e06e3c\", \"9c2d67f5-dc51-452f-a6c8-4173fce44ad1\", \"28c3f48d-c7f5-4ad8-b034-c45017bdb7d2\"], \"total_duration\": 1044.0, \"total_sessions\": 4, \"mean_week_duration\": 5.118}, \"84458\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-30 17:35:25.000000+00:00\", \"2022-05-20 15:33:44.000000+00:00\", \"2020-04-14 18:08:22.000000+00:00\"], \"session_ids\": [\"e2bb8cb2-9978-4a8b-af9b-6e096ae60e52\", \"3d3ce473-dad4-4abf-b331-a42db3fa9285\", \"db049ab9-7ac4-4c36-bd3d-db281c6e5cbf\"], \"total_duration\": 213.0, \"total_sessions\": 3, \"mean_week_duration\": 1.704}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 23 and are equal or greater than 33"
},
{
"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{\"34871\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-18 04:31:45.000000+00:00\", \"2020-09-25 08:28:39.000000+00:00\"], \"session_ids\": [\"631c6efc-8cf8-4ca6-b540-97bb39c31aca\", \"16c977cc-00fc-48b3-a4e7-a2009c2930da\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 2.956}, \"19572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-07 23:36:59.000000+00:00\", \"2022-09-07 22:05:53.000000+00:00\"], \"session_ids\": [\"9cd845c1-7339-4239-9651-e89635a697c6\", \"9622dbc8-828e-4119-9430-95f0322f3621\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 3.183}, \"12519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-25 11:46:21.000000+00:00\", \"2019-08-09 06:53:18.000000+00:00\"], \"session_ids\": [\"b4294fb7-8dcd-400f-8e1c-1b87f729a414\", \"e526815c-bcb2-4732-acfc-7ab46490b2e4\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 6.545}, \"94740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-02-12 11:29:22.000000+00:00\", \"2022-02-19 03:20:18.000000+00:00\", \"2019-02-09 15:00:59.000000+00:00\", \"2021-09-19 16:21:06.000000+00:00\", \"2023-03-17 17:42:10.000000+00:00\", \"2022-06-23 21:02:03.000000+00:00\", \"2022-07-23 04:21:40.000000+00:00\"], \"session_ids\": [\"116cd069-4970-4a75-8866-5bccceaab437\", \"9179403b-0c0a-4966-b5cd-ab40747a9089\", \"af547e3b-c10e-49dd-813d-ab1ddbb9acee\", \"7b9568a2-7104-4f7e-a675-f7d4310c775f\", \"95c3ae63-d0ed-4d5b-85bd-4f9f3a553521\", \"c10c0a03-17d7-47d5-b311-a5071c933389\", \"a274f95b-f6f6-4750-9620-bf3a261dc720\"], \"total_duration\": 89.0, \"total_sessions\": 7, \"mean_week_duration\": 0.416}, \"1190\": {\"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\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-19 22:12:10.000000+00:00\", \"2023-06-24 16:00:56.000000+00:00\"], \"session_ids\": [\"a1a44fd1-2a69-4e1c-80f7-62eb4ca3b494\", \"9cdd08eb-b4c0-4662-a401-9602e1091178\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 1.766}, \"5979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-11-13 12:25:47.000000+00:00\", \"2020-07-06 20:53:30.000000+00:00\"], \"session_ids\": [\"86681678-9720-4817-a166-5b55fb934792\", \"25b259c1-ea86-45e7-9d20-88091ef824da\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}, \"21793\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-15 13:19:36.000000+00:00\", \"2019-10-05 00:51:52.000000+00:00\"], \"session_ids\": [\"47ac5b34-b838-4084-855d-530e7d5ac34b\", \"bcdb10f1-f40c-4060-90a3-c0ff7a43ba5f\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 2.78}, \"65893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-09 12:16:49.000000+00:00\", \"2023-02-03 11:03:34.000000+00:00\", \"2019-08-11 21:43:27.000000+00:00\", \"2021-12-01 02:03:27.000000+00:00\"], \"session_ids\": [\"e3451b6d-bd26-402c-bd60-6c1a1bac3254\", \"5d2bceb4-8099-42d0-ab48-13d078e06e3c\", \"9c2d67f5-dc51-452f-a6c8-4173fce44ad1\", \"28c3f48d-c7f5-4ad8-b034-c45017bdb7d2\"], \"total_duration\": 1044.0, \"total_sessions\": 4, \"mean_week_duration\": 5.118}, \"84458\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-30 17:35:25.000000+00:00\", \"2022-05-20 15:33:44.000000+00:00\", \"2020-04-14 18:08:22.000000+00:00\"], \"session_ids\": [\"e2bb8cb2-9978-4a8b-af9b-6e096ae60e52\", \"3d3ce473-dad4-4abf-b331-a42db3fa9285\", \"db049ab9-7ac4-4c36-bd3d-db281c6e5cbf\"], \"total_duration\": 213.0, \"total_sessions\": 3, \"mean_week_duration\": 1.704}, \"65352\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-16 22:47:42.000000+00:00\", \"2022-02-03 19:59:52.000000+00:00\"], \"session_ids\": [\"ae60836a-9177-4a59-be63-16538a93fe8a\", \"54912dc7-f849-48c9-89bf-9aa0e0bd017b\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 217.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-02-12 11:29:22.000000+00:00\", \"2022-02-19 03:20:18.000000+00:00\", \"2019-02-09 15:00:59.000000+00:00\", \"2021-09-19 16:21:06.000000+00:00\", \"2023-03-17 17:42:10.000000+00:00\", \"2022-06-23 21:02:03.000000+00:00\", \"2022-07-23 04:21:40.000000+00:00\"], \"session_ids\": [\"116cd069-4970-4a75-8866-5bccceaab437\", \"9179403b-0c0a-4966-b5cd-ab40747a9089\", \"af547e3b-c10e-49dd-813d-ab1ddbb9acee\", \"7b9568a2-7104-4f7e-a675-f7d4310c775f\", \"95c3ae63-d0ed-4d5b-85bd-4f9f3a553521\", \"c10c0a03-17d7-47d5-b311-a5071c933389\", \"a274f95b-f6f6-4750-9620-bf3a261dc720\"], \"total_duration\": 89.0, \"total_sessions\": 7, \"mean_week_duration\": 0.416}}, {\"65893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-09 12:16:49.000000+00:00\", \"2023-02-03 11:03:34.000000+00:00\", \"2019-08-11 21:43:27.000000+00:00\", \"2021-12-01 02:03:27.000000+00:00\"], \"session_ids\": [\"e3451b6d-bd26-402c-bd60-6c1a1bac3254\", \"5d2bceb4-8099-42d0-ab48-13d078e06e3c\", \"9c2d67f5-dc51-452f-a6c8-4173fce44ad1\", \"28c3f48d-c7f5-4ad8-b034-c45017bdb7d2\"], \"total_duration\": 1044.0, \"total_sessions\": 4, \"mean_week_duration\": 5.118}}, {\"84458\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-30 17:35:25.000000+00:00\", \"2022-05-20 15:33:44.000000+00:00\", \"2020-04-14 18:08:22.000000+00:00\"], \"session_ids\": [\"e2bb8cb2-9978-4a8b-af9b-6e096ae60e52\", \"3d3ce473-dad4-4abf-b331-a42db3fa9285\", \"db049ab9-7ac4-4c36-bd3d-db281c6e5cbf\"], \"total_duration\": 213.0, \"total_sessions\": 3, \"mean_week_duration\": 1.704}}, {\"34871\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-18 04:31:45.000000+00:00\", \"2020-09-25 08:28:39.000000+00:00\"], \"session_ids\": [\"631c6efc-8cf8-4ca6-b540-97bb39c31aca\", \"16c977cc-00fc-48b3-a4e7-a2009c2930da\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 2.956}}, {\"19572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-07 23:36:59.000000+00:00\", \"2022-09-07 22:05:53.000000+00:00\"], \"session_ids\": [\"9cd845c1-7339-4239-9651-e89635a697c6\", \"9622dbc8-828e-4119-9430-95f0322f3621\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 3.183}}, {\"12519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-25 11:46:21.000000+00:00\", \"2019-08-09 06:53:18.000000+00:00\"], \"session_ids\": [\"b4294fb7-8dcd-400f-8e1c-1b87f729a414\", \"e526815c-bcb2-4732-acfc-7ab46490b2e4\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 6.545}}, {\"1190\": {\"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\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-19 22:12:10.000000+00:00\", \"2023-06-24 16:00:56.000000+00:00\"], \"session_ids\": [\"a1a44fd1-2a69-4e1c-80f7-62eb4ca3b494\", \"9cdd08eb-b4c0-4662-a401-9602e1091178\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 1.766}}, {\"5979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-11-13 12:25:47.000000+00:00\", \"2020-07-06 20:53:30.000000+00:00\"], \"session_ids\": [\"86681678-9720-4817-a166-5b55fb934792\", \"25b259c1-ea86-45e7-9d20-88091ef824da\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}}, {\"21793\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-15 13:19:36.000000+00:00\", \"2019-10-05 00:51:52.000000+00:00\"], \"session_ids\": [\"47ac5b34-b838-4084-855d-530e7d5ac34b\", \"bcdb10f1-f40c-4060-90a3-c0ff7a43ba5f\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 2.78}}, {\"65352\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-16 22:47:42.000000+00:00\", \"2022-02-03 19:59:52.000000+00:00\"], \"session_ids\": [\"ae60836a-9177-4a59-be63-16538a93fe8a\", \"54912dc7-f849-48c9-89bf-9aa0e0bd017b\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 217.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-02-12 11:29:22.000000+00:00\", \"2022-02-19 03:20:18.000000+00:00\", \"2019-02-09 15:00:59.000000+00:00\", \"2021-09-19 16:21:06.000000+00:00\", \"2023-03-17 17:42:10.000000+00:00\", \"2022-06-23 21:02:03.000000+00:00\", \"2022-07-23 04:21:40.000000+00:00\"], \"session_ids\": [\"116cd069-4970-4a75-8866-5bccceaab437\", \"9179403b-0c0a-4966-b5cd-ab40747a9089\", \"af547e3b-c10e-49dd-813d-ab1ddbb9acee\", \"7b9568a2-7104-4f7e-a675-f7d4310c775f\", \"95c3ae63-d0ed-4d5b-85bd-4f9f3a553521\", \"c10c0a03-17d7-47d5-b311-a5071c933389\", \"a274f95b-f6f6-4750-9620-bf3a261dc720\"], \"total_duration\": 89.0, \"total_sessions\": 7, \"mean_week_duration\": 0.416}}, {\"65893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-09 12:16:49.000000+00:00\", \"2023-02-03 11:03:34.000000+00:00\", \"2019-08-11 21:43:27.000000+00:00\", \"2021-12-01 02:03:27.000000+00:00\"], \"session_ids\": [\"e3451b6d-bd26-402c-bd60-6c1a1bac3254\", \"5d2bceb4-8099-42d0-ab48-13d078e06e3c\", \"9c2d67f5-dc51-452f-a6c8-4173fce44ad1\", \"28c3f48d-c7f5-4ad8-b034-c45017bdb7d2\"], \"total_duration\": 1044.0, \"total_sessions\": 4, \"mean_week_duration\": 5.118}}, {\"84458\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-30 17:35:25.000000+00:00\", \"2022-05-20 15:33:44.000000+00:00\", \"2020-04-14 18:08:22.000000+00:00\"], \"session_ids\": [\"e2bb8cb2-9978-4a8b-af9b-6e096ae60e52\", \"3d3ce473-dad4-4abf-b331-a42db3fa9285\", \"db049ab9-7ac4-4c36-bd3d-db281c6e5cbf\"], \"total_duration\": 213.0, \"total_sessions\": 3, \"mean_week_duration\": 1.704}}, {\"34871\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-18 04:31:45.000000+00:00\", \"2020-09-25 08:28:39.000000+00:00\"], \"session_ids\": [\"631c6efc-8cf8-4ca6-b540-97bb39c31aca\", \"16c977cc-00fc-48b3-a4e7-a2009c2930da\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 2.956}}, {\"19572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-07 23:36:59.000000+00:00\", \"2022-09-07 22:05:53.000000+00:00\"], \"session_ids\": [\"9cd845c1-7339-4239-9651-e89635a697c6\", \"9622dbc8-828e-4119-9430-95f0322f3621\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 3.183}}, {\"12519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-25 11:46:21.000000+00:00\", \"2019-08-09 06:53:18.000000+00:00\"], \"session_ids\": [\"b4294fb7-8dcd-400f-8e1c-1b87f729a414\", \"e526815c-bcb2-4732-acfc-7ab46490b2e4\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 6.545}}]\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[{\"94740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-02-12 11:29:22.000000+00:00\", \"2022-02-19 03:20:18.000000+00:00\", \"2019-02-09 15:00:59.000000+00:00\", \"2021-09-19 16:21:06.000000+00:00\", \"2023-03-17 17:42:10.000000+00:00\", \"2022-06-23 21:02:03.000000+00:00\", \"2022-07-23 04:21:40.000000+00:00\"], \"session_ids\": [\"116cd069-4970-4a75-8866-5bccceaab437\", \"9179403b-0c0a-4966-b5cd-ab40747a9089\", \"af547e3b-c10e-49dd-813d-ab1ddbb9acee\", \"7b9568a2-7104-4f7e-a675-f7d4310c775f\", \"95c3ae63-d0ed-4d5b-85bd-4f9f3a553521\", \"c10c0a03-17d7-47d5-b311-a5071c933389\", \"a274f95b-f6f6-4750-9620-bf3a261dc720\"], \"total_duration\": 89.0, \"total_sessions\": 7, \"mean_week_duration\": 0.416}}, {\"65893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-09 12:16:49.000000+00:00\", \"2023-02-03 11:03:34.000000+00:00\", \"2019-08-11 21:43:27.000000+00:00\", \"2021-12-01 02:03:27.000000+00:00\"], \"session_ids\": [\"e3451b6d-bd26-402c-bd60-6c1a1bac3254\", \"5d2bceb4-8099-42d0-ab48-13d078e06e3c\", \"9c2d67f5-dc51-452f-a6c8-4173fce44ad1\", \"28c3f48d-c7f5-4ad8-b034-c45017bdb7d2\"], \"total_duration\": 1044.0, \"total_sessions\": 4, \"mean_week_duration\": 5.118}}, {\"84458\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-30 17:35:25.000000+00:00\", \"2022-05-20 15:33:44.000000+00:00\", \"2020-04-14 18:08:22.000000+00:00\"], \"session_ids\": [\"e2bb8cb2-9978-4a8b-af9b-6e096ae60e52\", \"3d3ce473-dad4-4abf-b331-a42db3fa9285\", \"db049ab9-7ac4-4c36-bd3d-db281c6e5cbf\"], \"total_duration\": 213.0, \"total_sessions\": 3, \"mean_week_duration\": 1.704}}, {\"34871\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-18 04:31:45.000000+00:00\", \"2020-09-25 08:28:39.000000+00:00\"], \"session_ids\": [\"631c6efc-8cf8-4ca6-b540-97bb39c31aca\", \"16c977cc-00fc-48b3-a4e7-a2009c2930da\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 2.956}}, {\"19572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-07 23:36:59.000000+00:00\", \"2022-09-07 22:05:53.000000+00:00\"], \"session_ids\": [\"9cd845c1-7339-4239-9651-e89635a697c6\", \"9622dbc8-828e-4119-9430-95f0322f3621\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 3.183}}, {\"12519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-25 11:46:21.000000+00:00\", \"2019-08-09 06:53:18.000000+00:00\"], \"session_ids\": [\"b4294fb7-8dcd-400f-8e1c-1b87f729a414\", \"e526815c-bcb2-4732-acfc-7ab46490b2e4\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 6.545}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about users who are not residents of city Johannesburg , perform sorting by mean_week_duration in desc order."
}
] |
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