conversations
list |
|---|
[
{
"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 3 users to me whose sum of duration of sessions per week bigger than 25 and smaller than 23 , and perform sorting by overall total duration 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{\"6201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-19 05:33:37.000000+00:00\", \"2023-02-27 22:19:36.000000+00:00\", \"2020-03-08 07:34:00.000000+00:00\", \"2021-03-19 01:06:18.000000+00:00\", \"2020-10-15 23:50:31.000000+00:00\", \"2021-01-18 01:25:06.000000+00:00\", \"2021-03-28 17:38:46.000000+00:00\", \"2021-10-20 20:26:05.000000+00:00\", \"2022-01-11 07:59:19.000000+00:00\", \"2019-11-17 04:12:11.000000+00:00\", \"2023-02-12 13:16:38.000000+00:00\"], \"session_ids\": [\"b85ddb1a-8929-4572-9a71-d6996aa24306\", \"d9f4872c-3618-48f4-9557-b13934768d25\", \"bf6ab904-2d6a-4ea7-9ddb-8cdbe2a27afa\", \"17f3c7a8-9b0d-4bce-a93e-a9a750fed4e8\", \"e04e360c-b4df-4bc8-bb61-c64c74cced34\", \"b9ca1396-504b-47fe-ab5c-521b6baf0a45\", \"ae22e095-4d69-4b3e-8e35-56404709bc48\", \"e48e38fc-9b46-4502-a3aa-4cb9a6d6f07c\", \"bb2de6f2-3aee-4138-b101-5d237864d8d6\", \"54b1aff8-23e7-4fa7-bcdc-dbb1340969d5\", \"5ab2fff3-256b-4a44-ba9d-e9b3b253e3e6\"], \"total_duration\": 440.0, \"total_sessions\": 11, \"mean_week_duration\": 2.558}, \"31401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-09-23 08:40:52.000000+00:00\", \"2020-07-14 14:59:47.000000+00:00\"], \"session_ids\": [\"2f6ad98e-ee6e-4dfe-aab7-9d402f887698\", \"1040d3a2-5689-489d-8b1c-e949bf5f0a88\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 11.047}, \"24773\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-12-11 07:38:31.000000+00:00\", \"2022-03-19 15:47:58.000000+00:00\"], \"session_ids\": [\"c97c355f-4e90-4148-81be-66e5a45831c1\", \"3a9b4686-2e20-485b-ae16-4b861d51c85b\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 3.538}, \"6718\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-10 05:44:56.000000+00:00\", \"2020-02-11 08:34:04.000000+00:00\"], \"session_ids\": [\"ba8b719c-a3d0-4778-bd58-1bb84c80e0eb\", \"2c5bdec4-5f54-495c-89af-19815c5ef79f\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 15.857}, \"53182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-11 23:11:59.000000+00:00\", \"2023-05-03 11:04:47.000000+00:00\", \"2023-01-29 08:39:21.000000+00:00\", \"2021-03-10 15:39:36.000000+00:00\", \"2022-03-21 00:11:38.000000+00:00\", \"2020-08-08 09:20:04.000000+00:00\"], \"session_ids\": [\"58d197bc-d0d8-4fb5-aea6-c4cac9d4346a\", \"86f9f265-e2c5-4460-98e0-13e1042e53e6\", \"614e21f7-4611-49c6-b3f5-859a34790193\", \"489e5503-9f79-4e90-8a6c-664d936bd03b\", \"20bb5465-4c09-47c9-97a6-767d2f691584\", \"6a1f1805-f9f3-491b-afed-34435f8c6a4e\"], \"total_duration\": 5174.0, \"total_sessions\": 6, \"mean_week_duration\": 26.0}, \"92868\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-26 06:06:25.000000+00:00\", \"2023-06-11 15:01:39.000000+00:00\", \"2019-01-13 21:42:46.000000+00:00\", \"2019-06-06 18:24:14.000000+00:00\", \"2023-05-11 04:07:00.000000+00:00\", \"2023-04-17 09:55:19.000000+00:00\"], \"session_ids\": [\"634ab512-f4ad-4b6e-900e-87b724577ed6\", \"c8e65c48-201b-458e-aa85-9550fd877d20\", \"806e6930-04d7-4d5f-a868-2414e207c289\", \"663fdf16-5117-4566-9f27-92c587e1ad8c\", \"0b0b00aa-bdcd-4159-a246-d2330bd33da7\", \"9c4396fb-78ca-496a-8a79-bcac9fc6256b\"], \"total_duration\": 6745.0, \"total_sessions\": 6, \"mean_week_duration\": 29.326}, \"18315\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-05-14 04:15:48.000000+00:00\", \"2023-03-09 20:37:16.000000+00:00\"], \"session_ids\": [\"d93d7290-636c-42fd-aeb0-a987f6ea4294\", \"b14b2b26-0edc-47a8-ad62-b584425bd744\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 0.7}, \"78623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-12 10:30:58.000000+00:00\", \"2020-07-14 12:12:00.000000+00:00\", \"2019-11-29 06:57:31.000000+00:00\"], \"session_ids\": [\"e409d27e-5000-4323-8979-6f407a29321e\", \"2d1ed34f-c00b-4b8d-88e6-8dc3e9cf1dfb\", \"849b696e-90db-4b78-bd49-fac16fa00341\"], \"total_duration\": 1037.0, \"total_sessions\": 3, \"mean_week_duration\": 13.127}, \"12376\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-30 12:35:37.000000+00:00\", \"2022-05-10 09:31:14.000000+00:00\"], \"session_ids\": [\"589f1aa4-fdda-4a46-9744-2b1b6b299736\", \"067e19da-41ec-4440-a9e6-3bf769ebf2fb\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 2.391}, \"85707\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-22 07:45:35.000000+00:00\", \"2022-09-05 03:47:27.000000+00:00\"], \"session_ids\": [\"08e42d1e-e8aa-4536-ac54-73e27d49d612\", \"5b16eb6e-71d4-4d0e-a1ed-7c94c089e958\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.27}}\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 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-19 05:33:37.000000+00:00\", \"2023-02-27 22:19:36.000000+00:00\", \"2020-03-08 07:34:00.000000+00:00\", \"2021-03-19 01:06:18.000000+00:00\", \"2020-10-15 23:50:31.000000+00:00\", \"2021-01-18 01:25:06.000000+00:00\", \"2021-03-28 17:38:46.000000+00:00\", \"2021-10-20 20:26:05.000000+00:00\", \"2022-01-11 07:59:19.000000+00:00\", \"2019-11-17 04:12:11.000000+00:00\", \"2023-02-12 13:16:38.000000+00:00\"], \"session_ids\": [\"b85ddb1a-8929-4572-9a71-d6996aa24306\", \"d9f4872c-3618-48f4-9557-b13934768d25\", \"bf6ab904-2d6a-4ea7-9ddb-8cdbe2a27afa\", \"17f3c7a8-9b0d-4bce-a93e-a9a750fed4e8\", \"e04e360c-b4df-4bc8-bb61-c64c74cced34\", \"b9ca1396-504b-47fe-ab5c-521b6baf0a45\", \"ae22e095-4d69-4b3e-8e35-56404709bc48\", \"e48e38fc-9b46-4502-a3aa-4cb9a6d6f07c\", \"bb2de6f2-3aee-4138-b101-5d237864d8d6\", \"54b1aff8-23e7-4fa7-bcdc-dbb1340969d5\", \"5ab2fff3-256b-4a44-ba9d-e9b3b253e3e6\"], \"total_duration\": 440.0, \"total_sessions\": 11, \"mean_week_duration\": 2.558}, \"31401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-09-23 08:40:52.000000+00:00\", \"2020-07-14 14:59:47.000000+00:00\"], \"session_ids\": [\"2f6ad98e-ee6e-4dfe-aab7-9d402f887698\", \"1040d3a2-5689-489d-8b1c-e949bf5f0a88\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 11.047}, \"24773\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-12-11 07:38:31.000000+00:00\", \"2022-03-19 15:47:58.000000+00:00\"], \"session_ids\": [\"c97c355f-4e90-4148-81be-66e5a45831c1\", \"3a9b4686-2e20-485b-ae16-4b861d51c85b\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 3.538}, \"6718\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-10 05:44:56.000000+00:00\", \"2020-02-11 08:34:04.000000+00:00\"], \"session_ids\": [\"ba8b719c-a3d0-4778-bd58-1bb84c80e0eb\", \"2c5bdec4-5f54-495c-89af-19815c5ef79f\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 15.857}, \"18315\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-05-14 04:15:48.000000+00:00\", \"2023-03-09 20:37:16.000000+00:00\"], \"session_ids\": [\"d93d7290-636c-42fd-aeb0-a987f6ea4294\", \"b14b2b26-0edc-47a8-ad62-b584425bd744\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 0.7}, \"78623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-12 10:30:58.000000+00:00\", \"2020-07-14 12:12:00.000000+00:00\", \"2019-11-29 06:57:31.000000+00:00\"], \"session_ids\": [\"e409d27e-5000-4323-8979-6f407a29321e\", \"2d1ed34f-c00b-4b8d-88e6-8dc3e9cf1dfb\", \"849b696e-90db-4b78-bd49-fac16fa00341\"], \"total_duration\": 1037.0, \"total_sessions\": 3, \"mean_week_duration\": 13.127}, \"12376\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-30 12:35:37.000000+00:00\", \"2022-05-10 09:31:14.000000+00:00\"], \"session_ids\": [\"589f1aa4-fdda-4a46-9744-2b1b6b299736\", \"067e19da-41ec-4440-a9e6-3bf769ebf2fb\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 2.391}, \"85707\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-22 07:45:35.000000+00:00\", \"2022-09-05 03:47:27.000000+00:00\"], \"session_ids\": [\"08e42d1e-e8aa-4536-ac54-73e27d49d612\", \"5b16eb6e-71d4-4d0e-a1ed-7c94c089e958\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.27}, \"53182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-11 23:11:59.000000+00:00\", \"2023-05-03 11:04:47.000000+00:00\", \"2023-01-29 08:39:21.000000+00:00\", \"2021-03-10 15:39:36.000000+00:00\", \"2022-03-21 00:11:38.000000+00:00\", \"2020-08-08 09:20:04.000000+00:00\"], \"session_ids\": [\"58d197bc-d0d8-4fb5-aea6-c4cac9d4346a\", \"86f9f265-e2c5-4460-98e0-13e1042e53e6\", \"614e21f7-4611-49c6-b3f5-859a34790193\", \"489e5503-9f79-4e90-8a6c-664d936bd03b\", \"20bb5465-4c09-47c9-97a6-767d2f691584\", \"6a1f1805-f9f3-491b-afed-34435f8c6a4e\"], \"total_duration\": 5174.0, \"total_sessions\": 6, \"mean_week_duration\": 26.0}, \"92868\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-26 06:06:25.000000+00:00\", \"2023-06-11 15:01:39.000000+00:00\", \"2019-01-13 21:42:46.000000+00:00\", \"2019-06-06 18:24:14.000000+00:00\", \"2023-05-11 04:07:00.000000+00:00\", \"2023-04-17 09:55:19.000000+00:00\"], \"session_ids\": [\"634ab512-f4ad-4b6e-900e-87b724577ed6\", \"c8e65c48-201b-458e-aa85-9550fd877d20\", \"806e6930-04d7-4d5f-a868-2414e207c289\", \"663fdf16-5117-4566-9f27-92c587e1ad8c\", \"0b0b00aa-bdcd-4159-a246-d2330bd33da7\", \"9c4396fb-78ca-496a-8a79-bcac9fc6256b\"], \"total_duration\": 6745.0, \"total_sessions\": 6, \"mean_week_duration\": 29.326}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92868\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-26 06:06:25.000000+00:00\", \"2023-06-11 15:01:39.000000+00:00\", \"2019-01-13 21:42:46.000000+00:00\", \"2019-06-06 18:24:14.000000+00:00\", \"2023-05-11 04:07:00.000000+00:00\", \"2023-04-17 09:55:19.000000+00:00\"], \"session_ids\": [\"634ab512-f4ad-4b6e-900e-87b724577ed6\", \"c8e65c48-201b-458e-aa85-9550fd877d20\", \"806e6930-04d7-4d5f-a868-2414e207c289\", \"663fdf16-5117-4566-9f27-92c587e1ad8c\", \"0b0b00aa-bdcd-4159-a246-d2330bd33da7\", \"9c4396fb-78ca-496a-8a79-bcac9fc6256b\"], \"total_duration\": 6745.0, \"total_sessions\": 6, \"mean_week_duration\": 29.326}}, {\"53182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-11 23:11:59.000000+00:00\", \"2023-05-03 11:04:47.000000+00:00\", \"2023-01-29 08:39:21.000000+00:00\", \"2021-03-10 15:39:36.000000+00:00\", \"2022-03-21 00:11:38.000000+00:00\", \"2020-08-08 09:20:04.000000+00:00\"], \"session_ids\": [\"58d197bc-d0d8-4fb5-aea6-c4cac9d4346a\", \"86f9f265-e2c5-4460-98e0-13e1042e53e6\", \"614e21f7-4611-49c6-b3f5-859a34790193\", \"489e5503-9f79-4e90-8a6c-664d936bd03b\", \"20bb5465-4c09-47c9-97a6-767d2f691584\", \"6a1f1805-f9f3-491b-afed-34435f8c6a4e\"], \"total_duration\": 5174.0, \"total_sessions\": 6, \"mean_week_duration\": 26.0}}, {\"78623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-12 10:30:58.000000+00:00\", \"2020-07-14 12:12:00.000000+00:00\", \"2019-11-29 06:57:31.000000+00:00\"], \"session_ids\": [\"e409d27e-5000-4323-8979-6f407a29321e\", \"2d1ed34f-c00b-4b8d-88e6-8dc3e9cf1dfb\", \"849b696e-90db-4b78-bd49-fac16fa00341\"], \"total_duration\": 1037.0, \"total_sessions\": 3, \"mean_week_duration\": 13.127}}, {\"31401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-09-23 08:40:52.000000+00:00\", \"2020-07-14 14:59:47.000000+00:00\"], \"session_ids\": [\"2f6ad98e-ee6e-4dfe-aab7-9d402f887698\", \"1040d3a2-5689-489d-8b1c-e949bf5f0a88\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 11.047}}, {\"6201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-19 05:33:37.000000+00:00\", \"2023-02-27 22:19:36.000000+00:00\", \"2020-03-08 07:34:00.000000+00:00\", \"2021-03-19 01:06:18.000000+00:00\", \"2020-10-15 23:50:31.000000+00:00\", \"2021-01-18 01:25:06.000000+00:00\", \"2021-03-28 17:38:46.000000+00:00\", \"2021-10-20 20:26:05.000000+00:00\", \"2022-01-11 07:59:19.000000+00:00\", \"2019-11-17 04:12:11.000000+00:00\", \"2023-02-12 13:16:38.000000+00:00\"], \"session_ids\": [\"b85ddb1a-8929-4572-9a71-d6996aa24306\", \"d9f4872c-3618-48f4-9557-b13934768d25\", \"bf6ab904-2d6a-4ea7-9ddb-8cdbe2a27afa\", \"17f3c7a8-9b0d-4bce-a93e-a9a750fed4e8\", \"e04e360c-b4df-4bc8-bb61-c64c74cced34\", \"b9ca1396-504b-47fe-ab5c-521b6baf0a45\", \"ae22e095-4d69-4b3e-8e35-56404709bc48\", \"e48e38fc-9b46-4502-a3aa-4cb9a6d6f07c\", \"bb2de6f2-3aee-4138-b101-5d237864d8d6\", \"54b1aff8-23e7-4fa7-bcdc-dbb1340969d5\", \"5ab2fff3-256b-4a44-ba9d-e9b3b253e3e6\"], \"total_duration\": 440.0, \"total_sessions\": 11, \"mean_week_duration\": 2.558}}, {\"24773\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-12-11 07:38:31.000000+00:00\", \"2022-03-19 15:47:58.000000+00:00\"], \"session_ids\": [\"c97c355f-4e90-4148-81be-66e5a45831c1\", \"3a9b4686-2e20-485b-ae16-4b861d51c85b\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 3.538}}, {\"12376\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-30 12:35:37.000000+00:00\", \"2022-05-10 09:31:14.000000+00:00\"], \"session_ids\": [\"589f1aa4-fdda-4a46-9744-2b1b6b299736\", \"067e19da-41ec-4440-a9e6-3bf769ebf2fb\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 2.391}}, {\"6718\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-10 05:44:56.000000+00:00\", \"2020-02-11 08:34:04.000000+00:00\"], \"session_ids\": [\"ba8b719c-a3d0-4778-bd58-1bb84c80e0eb\", \"2c5bdec4-5f54-495c-89af-19815c5ef79f\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 15.857}}, {\"85707\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-22 07:45:35.000000+00:00\", \"2022-09-05 03:47:27.000000+00:00\"], \"session_ids\": [\"08e42d1e-e8aa-4536-ac54-73e27d49d612\", \"5b16eb6e-71d4-4d0e-a1ed-7c94c089e958\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.27}}, {\"18315\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-05-14 04:15:48.000000+00:00\", \"2023-03-09 20:37:16.000000+00:00\"], \"session_ids\": [\"d93d7290-636c-42fd-aeb0-a987f6ea4294\", \"b14b2b26-0edc-47a8-ad62-b584425bd744\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 0.7}}]\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[{\"92868\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-26 06:06:25.000000+00:00\", \"2023-06-11 15:01:39.000000+00:00\", \"2019-01-13 21:42:46.000000+00:00\", \"2019-06-06 18:24:14.000000+00:00\", \"2023-05-11 04:07:00.000000+00:00\", \"2023-04-17 09:55:19.000000+00:00\"], \"session_ids\": [\"634ab512-f4ad-4b6e-900e-87b724577ed6\", \"c8e65c48-201b-458e-aa85-9550fd877d20\", \"806e6930-04d7-4d5f-a868-2414e207c289\", \"663fdf16-5117-4566-9f27-92c587e1ad8c\", \"0b0b00aa-bdcd-4159-a246-d2330bd33da7\", \"9c4396fb-78ca-496a-8a79-bcac9fc6256b\"], \"total_duration\": 6745.0, \"total_sessions\": 6, \"mean_week_duration\": 29.326}}, {\"53182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-11 23:11:59.000000+00:00\", \"2023-05-03 11:04:47.000000+00:00\", \"2023-01-29 08:39:21.000000+00:00\", \"2021-03-10 15:39:36.000000+00:00\", \"2022-03-21 00:11:38.000000+00:00\", \"2020-08-08 09:20:04.000000+00:00\"], \"session_ids\": [\"58d197bc-d0d8-4fb5-aea6-c4cac9d4346a\", \"86f9f265-e2c5-4460-98e0-13e1042e53e6\", \"614e21f7-4611-49c6-b3f5-859a34790193\", \"489e5503-9f79-4e90-8a6c-664d936bd03b\", \"20bb5465-4c09-47c9-97a6-767d2f691584\", \"6a1f1805-f9f3-491b-afed-34435f8c6a4e\"], \"total_duration\": 5174.0, \"total_sessions\": 6, \"mean_week_duration\": 26.0}}, {\"78623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-12 10:30:58.000000+00:00\", \"2020-07-14 12:12:00.000000+00:00\", \"2019-11-29 06:57:31.000000+00:00\"], \"session_ids\": [\"e409d27e-5000-4323-8979-6f407a29321e\", \"2d1ed34f-c00b-4b8d-88e6-8dc3e9cf1dfb\", \"849b696e-90db-4b78-bd49-fac16fa00341\"], \"total_duration\": 1037.0, \"total_sessions\": 3, \"mean_week_duration\": 13.127}}]\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[{\"92868\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-26 06:06:25.000000+00:00\", \"2023-06-11 15:01:39.000000+00:00\", \"2019-01-13 21:42:46.000000+00:00\", \"2019-06-06 18:24:14.000000+00:00\", \"2023-05-11 04:07:00.000000+00:00\", \"2023-04-17 09:55:19.000000+00:00\"], \"session_ids\": [\"634ab512-f4ad-4b6e-900e-87b724577ed6\", \"c8e65c48-201b-458e-aa85-9550fd877d20\", \"806e6930-04d7-4d5f-a868-2414e207c289\", \"663fdf16-5117-4566-9f27-92c587e1ad8c\", \"0b0b00aa-bdcd-4159-a246-d2330bd33da7\", \"9c4396fb-78ca-496a-8a79-bcac9fc6256b\"], \"total_duration\": 6745.0, \"total_sessions\": 6, \"mean_week_duration\": 29.326}}, {\"53182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-11 23:11:59.000000+00:00\", \"2023-05-03 11:04:47.000000+00:00\", \"2023-01-29 08:39:21.000000+00:00\", \"2021-03-10 15:39:36.000000+00:00\", \"2022-03-21 00:11:38.000000+00:00\", \"2020-08-08 09:20:04.000000+00:00\"], \"session_ids\": [\"58d197bc-d0d8-4fb5-aea6-c4cac9d4346a\", \"86f9f265-e2c5-4460-98e0-13e1042e53e6\", \"614e21f7-4611-49c6-b3f5-859a34790193\", \"489e5503-9f79-4e90-8a6c-664d936bd03b\", \"20bb5465-4c09-47c9-97a6-767d2f691584\", \"6a1f1805-f9f3-491b-afed-34435f8c6a4e\"], \"total_duration\": 5174.0, \"total_sessions\": 6, \"mean_week_duration\": 26.0}}, {\"78623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-12 10:30:58.000000+00:00\", \"2020-07-14 12:12:00.000000+00:00\", \"2019-11-29 06:57:31.000000+00:00\"], \"session_ids\": [\"e409d27e-5000-4323-8979-6f407a29321e\", \"2d1ed34f-c00b-4b8d-88e6-8dc3e9cf1dfb\", \"849b696e-90db-4b78-bd49-fac16fa00341\"], \"total_duration\": 1037.0, \"total_sessions\": 3, \"mean_week_duration\": 13.127}}]\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 8 users with a duration total that is higher than 2330, exclusive num 2330 as well as apply sorting by sum of sessions in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76640\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-16 03:06:27.000000+00:00\", \"2022-11-27 09:06:04.000000+00:00\"], \"session_ids\": [\"ae61051b-ef3c-4b9d-9f17-400c76d3b8ed\", \"7b233b14-6382-4c6a-801f-584148399091\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.19}, \"55380\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-17 21:51:33.000000+00:00\", \"2021-05-23 00:10:48.000000+00:00\"], \"session_ids\": [\"d2ff193e-5b2d-4576-8173-575547d867e6\", \"5f7e0fa1-eba3-43f5-bd5e-49d33c6bef3e\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 26.929}, \"42269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-09 14:45:18.000000+00:00\", \"2021-02-28 09:58:11.000000+00:00\", \"2021-11-08 16:16:17.000000+00:00\", \"2021-07-25 14:44:11.000000+00:00\"], \"session_ids\": [\"08919201-6ecf-422a-b7fd-932ba3859ec0\", \"b163e39f-44c4-4d12-9c40-26ef21e799b9\", \"932aad2f-b8c0-4138-a176-cd1311e004a5\", \"50738aee-2f52-498b-a9a8-b88b7f155b6c\"], \"total_duration\": 240.0, \"total_sessions\": 4, \"mean_week_duration\": 3.0}, \"97792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-12 08:29:10.000000+00:00\", \"2020-03-15 02:19:57.000000+00:00\", \"2021-11-22 08:23:03.000000+00:00\", \"2020-05-21 23:30:53.000000+00:00\"], \"session_ids\": [\"20c578d0-4898-410f-9561-3985f662b055\", \"a4c9a307-03db-4bb6-865d-820fe7e9e5a5\", \"ca832985-6b85-45e7-810a-df3657ece917\", \"b6d5f754-770d-413a-ad3b-27871fca976b\"], \"total_duration\": 239.0, \"total_sessions\": 4, \"mean_week_duration\": 2.685}, \"10787\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-12-12 22:44:46.000000+00:00\", \"2019-05-06 22:54:24.000000+00:00\"], \"session_ids\": [\"3ac7dbf6-cf26-4075-9388-37ba7d4c55ad\", \"a50da119-06bd-4136-9c34-12e2f5259e08\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}, \"48091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-10 15:03:09.000000+00:00\", \"2022-02-24 16:45:47.000000+00:00\"], \"session_ids\": [\"6027cba8-ae81-4532-8952-186aff0b21a7\", \"d124f170-7f77-4bb5-939e-a481acb227ac\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 1.254}, \"17080\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-21 17:47:04.000000+00:00\", \"2022-03-25 07:32:18.000000+00:00\", \"2021-02-27 22:24:12.000000+00:00\"], \"session_ids\": [\"3ca227fc-bab2-4d69-928f-94381eb2553f\", \"f96035b2-0b20-4872-970a-13f81c8c1e95\", \"829883ac-1d00-48ed-af7b-b15df16aed93\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.24}, \"47750\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-25 10:35:13.000000+00:00\", \"2022-01-04 15:58:07.000000+00:00\", \"2022-02-13 23:06:04.000000+00:00\", \"2022-03-26 09:43:06.000000+00:00\"], \"session_ids\": [\"45426b91-9d79-497e-9a5b-916bbf17ed81\", \"c8b7a742-6f98-40e6-a035-72698a3dd4d8\", \"de9b66f6-6ffb-4be2-bf0c-c30a0ae8b868\", \"df3d42af-a70f-4a83-8318-b07b26b94898\"], \"total_duration\": 391.0, \"total_sessions\": 4, \"mean_week_duration\": 5.078}, \"51586\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-12 18:55:00.000000+00:00\", \"2023-06-27 23:46:08.000000+00:00\"], \"session_ids\": [\"70bb3e0a-4018-4ab8-b8e8-9bc04d850020\", \"ecebf19e-f72a-4c37-ab5f-a25ab09262e2\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 1.745}, \"41797\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-12 12:45:34.000000+00:00\", \"2023-04-27 01:14:50.000000+00:00\", \"2020-11-09 14:28:26.000000+00:00\", \"2020-07-23 06:54:41.000000+00:00\", \"2020-04-04 15:24:12.000000+00:00\", \"2021-07-14 11:22:24.000000+00:00\", \"2020-04-30 03:38:23.000000+00:00\"], \"session_ids\": [\"8b59e599-4d58-4471-8aea-f35345746342\", \"4497c164-51fb-4caf-b3fb-2e1c89a8177e\", \"bd23c58a-5564-47c1-8020-c94c074ee447\", \"3913c916-f707-43ee-ba23-d90fa4af8046\", \"6bbe0ea2-86eb-4be2-bab6-63f33b655598\", \"f9287958-9c70-44cb-9192-e4d4807c447b\", \"9fb1a93e-7d9e-4b92-9abb-12fde05c714f\"], \"total_duration\": 244.0, \"total_sessions\": 7, \"mean_week_duration\": 1.525}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 2330"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[2330, 2573]]}}}\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": "I'm eager to find out about users I can't find living in city Paris and do sorting by average_week_duration from the largest to the smallest , remain only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-16 06:03:24.000000+00:00\", \"2019-11-20 12:40:59.000000+00:00\", \"2019-07-10 12:22:25.000000+00:00\"], \"session_ids\": [\"556e41f0-3fa3-441c-90c4-e9b8ee511367\", \"72453e04-245a-4344-a5d2-9b8e397a707b\", \"70536a32-dd35-4c69-b7cd-fb76739cec99\"], \"total_duration\": 798.0, \"total_sessions\": 3, \"mean_week_duration\": 22.167}, \"98662\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-07-30 12:57:34.000000+00:00\", \"2022-03-10 15:09:19.000000+00:00\", \"2022-11-03 08:31:19.000000+00:00\", \"2023-02-14 04:00:44.000000+00:00\", \"2019-06-21 14:24:57.000000+00:00\", \"2021-05-27 08:03:30.000000+00:00\"], \"session_ids\": [\"b6a4dc69-8479-403e-9aa9-498f9d269878\", \"8795fbb9-5650-4521-9c42-1c495e85cc47\", \"37b54b0b-a976-4844-ab59-e62b2f6fe484\", \"48cf64f1-88d9-4c46-8e8a-cdce04a33d07\", \"f1f2917a-aa3f-4a97-9f53-eee6c32c6a45\", \"13b743d9-bebf-4ebe-8df6-d512dbf733e0\"], \"total_duration\": 2944.0, \"total_sessions\": 6, \"mean_week_duration\": 15.414}, \"23113\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-01 07:43:16.000000+00:00\", \"2020-03-13 13:59:43.000000+00:00\"], \"session_ids\": [\"ecdb6f72-73da-4f47-a8b9-7bde8d2acf09\", \"1f516d7b-0f19-4871-b650-23469fbd47b8\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 4.519}, \"25455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-21 03:15:57.000000+00:00\", \"2019-01-12 13:24:27.000000+00:00\"], \"session_ids\": [\"4b0b88fe-d673-41b9-8116-71fee644dd8f\", \"331d6ab6-858e-4105-984e-ac5a1b90f998\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 2.6}, \"90456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-07 02:34:20.000000+00:00\", \"2021-10-18 20:10:51.000000+00:00\", \"2022-05-13 08:56:27.000000+00:00\", \"2022-02-23 23:59:56.000000+00:00\", \"2019-05-04 19:47:42.000000+00:00\", \"2021-06-29 03:57:37.000000+00:00\", \"2019-07-30 16:06:34.000000+00:00\"], \"session_ids\": [\"259f8ae5-1761-421d-9daa-abbb2ab7ab62\", \"a267a994-6541-4c78-9381-754164cc3056\", \"e7abbb64-7679-4e40-8861-f7f590874ea5\", \"aad055bb-993b-4fe3-9c09-741fc6c3ea07\", \"bc899e10-890c-41fe-a41e-dfa37aa06db9\", \"33d4a145-c63a-4b85-aa0e-4bddbd29cd62\", \"cce2bebc-8639-4a05-aa0d-cb36a77f39d5\"], \"total_duration\": 6998.0, \"total_sessions\": 7, \"mean_week_duration\": 34.816}, \"67396\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-17 18:22:16.000000+00:00\", \"2020-04-25 21:20:01.000000+00:00\", \"2020-01-07 19:10:50.000000+00:00\", \"2019-08-03 02:17:29.000000+00:00\", \"2020-09-18 10:59:13.000000+00:00\"], \"session_ids\": [\"2f6abcd0-6c31-4fa9-a269-646da59e9d73\", \"68f22994-8265-496c-948f-dceff2b83d61\", \"34c8068b-8d7e-4791-a525-8298fe6fe35d\", \"dbc0d4de-b17a-40e9-ba3c-c27f377deb0a\", \"b24f105e-b7d1-4081-9811-92cbdc0913e4\"], \"total_duration\": 1882.0, \"total_sessions\": 5, \"mean_week_duration\": 20.021}, \"68350\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-05-13 07:24:15.000000+00:00\", \"2020-09-01 09:23:21.000000+00:00\"], \"session_ids\": [\"bc0643d3-a015-4e1e-9c8a-af69edf613dd\", \"2e29b25a-edcb-4ad7-a7dc-a6ecfd61d1a1\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 3.942}, \"26894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-29 09:01:34.000000+00:00\", \"2022-04-05 06:20:43.000000+00:00\"], \"session_ids\": [\"a8847f5b-9be3-420b-b62e-d6896a6c98f8\", \"5477a0b3-83b6-493a-9614-b0a5757b9619\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.755}, \"60037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-22 09:18:27.000000+00:00\", \"2023-03-11 15:12:49.000000+00:00\", \"2020-08-16 02:33:24.000000+00:00\", \"2020-04-19 04:15:29.000000+00:00\", \"2019-08-09 17:48:37.000000+00:00\", \"2019-01-25 23:47:40.000000+00:00\"], \"session_ids\": [\"b8d2ba03-5273-487b-8c3c-19ec9f9eed34\", \"3d9ae713-3353-4855-bbb7-7f008c6a3c6f\", \"0593f7a8-1568-4312-b51b-83fa9371eecb\", \"f2b47e5e-a56b-41c8-b12b-926a80fe232b\", \"1008322c-e1c7-4d61-ac49-ac146fc57cc1\", \"158d69b5-8a27-4632-9221-84163d6314cd\"], \"total_duration\": 1964.0, \"total_sessions\": 6, \"mean_week_duration\": 9.135}, \"85206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-26 13:13:02.000000+00:00\", \"2022-09-04 18:32:50.000000+00:00\", \"2022-09-14 00:38:24.000000+00:00\"], \"session_ids\": [\"bfaae0c1-ea9d-4632-8cb0-42738db07c22\", \"6f3daf41-a0b8-437f-bfeb-0a01255e0109\", \"7a8a5acb-c3ab-4b74-a390-5888c317db88\"], \"total_duration\": 154.0, \"total_sessions\": 3, \"mean_week_duration\": 1.711}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Paris"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Paris\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-16 06:03:24.000000+00:00\", \"2019-11-20 12:40:59.000000+00:00\", \"2019-07-10 12:22:25.000000+00:00\"], \"session_ids\": [\"556e41f0-3fa3-441c-90c4-e9b8ee511367\", \"72453e04-245a-4344-a5d2-9b8e397a707b\", \"70536a32-dd35-4c69-b7cd-fb76739cec99\"], \"total_duration\": 798.0, \"total_sessions\": 3, \"mean_week_duration\": 22.167}, \"98662\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-07-30 12:57:34.000000+00:00\", \"2022-03-10 15:09:19.000000+00:00\", \"2022-11-03 08:31:19.000000+00:00\", \"2023-02-14 04:00:44.000000+00:00\", \"2019-06-21 14:24:57.000000+00:00\", \"2021-05-27 08:03:30.000000+00:00\"], \"session_ids\": [\"b6a4dc69-8479-403e-9aa9-498f9d269878\", \"8795fbb9-5650-4521-9c42-1c495e85cc47\", \"37b54b0b-a976-4844-ab59-e62b2f6fe484\", \"48cf64f1-88d9-4c46-8e8a-cdce04a33d07\", \"f1f2917a-aa3f-4a97-9f53-eee6c32c6a45\", \"13b743d9-bebf-4ebe-8df6-d512dbf733e0\"], \"total_duration\": 2944.0, \"total_sessions\": 6, \"mean_week_duration\": 15.414}, \"23113\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-01 07:43:16.000000+00:00\", \"2020-03-13 13:59:43.000000+00:00\"], \"session_ids\": [\"ecdb6f72-73da-4f47-a8b9-7bde8d2acf09\", \"1f516d7b-0f19-4871-b650-23469fbd47b8\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 4.519}, \"25455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-21 03:15:57.000000+00:00\", \"2019-01-12 13:24:27.000000+00:00\"], \"session_ids\": [\"4b0b88fe-d673-41b9-8116-71fee644dd8f\", \"331d6ab6-858e-4105-984e-ac5a1b90f998\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 2.6}, \"90456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-07 02:34:20.000000+00:00\", \"2021-10-18 20:10:51.000000+00:00\", \"2022-05-13 08:56:27.000000+00:00\", \"2022-02-23 23:59:56.000000+00:00\", \"2019-05-04 19:47:42.000000+00:00\", \"2021-06-29 03:57:37.000000+00:00\", \"2019-07-30 16:06:34.000000+00:00\"], \"session_ids\": [\"259f8ae5-1761-421d-9daa-abbb2ab7ab62\", \"a267a994-6541-4c78-9381-754164cc3056\", \"e7abbb64-7679-4e40-8861-f7f590874ea5\", \"aad055bb-993b-4fe3-9c09-741fc6c3ea07\", \"bc899e10-890c-41fe-a41e-dfa37aa06db9\", \"33d4a145-c63a-4b85-aa0e-4bddbd29cd62\", \"cce2bebc-8639-4a05-aa0d-cb36a77f39d5\"], \"total_duration\": 6998.0, \"total_sessions\": 7, \"mean_week_duration\": 34.816}, \"67396\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-17 18:22:16.000000+00:00\", \"2020-04-25 21:20:01.000000+00:00\", \"2020-01-07 19:10:50.000000+00:00\", \"2019-08-03 02:17:29.000000+00:00\", \"2020-09-18 10:59:13.000000+00:00\"], \"session_ids\": [\"2f6abcd0-6c31-4fa9-a269-646da59e9d73\", \"68f22994-8265-496c-948f-dceff2b83d61\", \"34c8068b-8d7e-4791-a525-8298fe6fe35d\", \"dbc0d4de-b17a-40e9-ba3c-c27f377deb0a\", \"b24f105e-b7d1-4081-9811-92cbdc0913e4\"], \"total_duration\": 1882.0, \"total_sessions\": 5, \"mean_week_duration\": 20.021}, \"68350\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-05-13 07:24:15.000000+00:00\", \"2020-09-01 09:23:21.000000+00:00\"], \"session_ids\": [\"bc0643d3-a015-4e1e-9c8a-af69edf613dd\", \"2e29b25a-edcb-4ad7-a7dc-a6ecfd61d1a1\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 3.942}, \"26894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-29 09:01:34.000000+00:00\", \"2022-04-05 06:20:43.000000+00:00\"], \"session_ids\": [\"a8847f5b-9be3-420b-b62e-d6896a6c98f8\", \"5477a0b3-83b6-493a-9614-b0a5757b9619\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.755}, \"60037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-22 09:18:27.000000+00:00\", \"2023-03-11 15:12:49.000000+00:00\", \"2020-08-16 02:33:24.000000+00:00\", \"2020-04-19 04:15:29.000000+00:00\", \"2019-08-09 17:48:37.000000+00:00\", \"2019-01-25 23:47:40.000000+00:00\"], \"session_ids\": [\"b8d2ba03-5273-487b-8c3c-19ec9f9eed34\", \"3d9ae713-3353-4855-bbb7-7f008c6a3c6f\", \"0593f7a8-1568-4312-b51b-83fa9371eecb\", \"f2b47e5e-a56b-41c8-b12b-926a80fe232b\", \"1008322c-e1c7-4d61-ac49-ac146fc57cc1\", \"158d69b5-8a27-4632-9221-84163d6314cd\"], \"total_duration\": 1964.0, \"total_sessions\": 6, \"mean_week_duration\": 9.135}, \"85206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-26 13:13:02.000000+00:00\", \"2022-09-04 18:32:50.000000+00:00\", \"2022-09-14 00:38:24.000000+00:00\"], \"session_ids\": [\"bfaae0c1-ea9d-4632-8cb0-42738db07c22\", \"6f3daf41-a0b8-437f-bfeb-0a01255e0109\", \"7a8a5acb-c3ab-4b74-a390-5888c317db88\"], \"total_duration\": 154.0, \"total_sessions\": 3, \"mean_week_duration\": 1.711}}\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[{\"90456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-07 02:34:20.000000+00:00\", \"2021-10-18 20:10:51.000000+00:00\", \"2022-05-13 08:56:27.000000+00:00\", \"2022-02-23 23:59:56.000000+00:00\", \"2019-05-04 19:47:42.000000+00:00\", \"2021-06-29 03:57:37.000000+00:00\", \"2019-07-30 16:06:34.000000+00:00\"], \"session_ids\": [\"259f8ae5-1761-421d-9daa-abbb2ab7ab62\", \"a267a994-6541-4c78-9381-754164cc3056\", \"e7abbb64-7679-4e40-8861-f7f590874ea5\", \"aad055bb-993b-4fe3-9c09-741fc6c3ea07\", \"bc899e10-890c-41fe-a41e-dfa37aa06db9\", \"33d4a145-c63a-4b85-aa0e-4bddbd29cd62\", \"cce2bebc-8639-4a05-aa0d-cb36a77f39d5\"], \"total_duration\": 6998.0, \"total_sessions\": 7, \"mean_week_duration\": 34.816}}, {\"19514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-16 06:03:24.000000+00:00\", \"2019-11-20 12:40:59.000000+00:00\", \"2019-07-10 12:22:25.000000+00:00\"], \"session_ids\": [\"556e41f0-3fa3-441c-90c4-e9b8ee511367\", \"72453e04-245a-4344-a5d2-9b8e397a707b\", \"70536a32-dd35-4c69-b7cd-fb76739cec99\"], \"total_duration\": 798.0, \"total_sessions\": 3, \"mean_week_duration\": 22.167}}, {\"67396\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-17 18:22:16.000000+00:00\", \"2020-04-25 21:20:01.000000+00:00\", \"2020-01-07 19:10:50.000000+00:00\", \"2019-08-03 02:17:29.000000+00:00\", \"2020-09-18 10:59:13.000000+00:00\"], \"session_ids\": [\"2f6abcd0-6c31-4fa9-a269-646da59e9d73\", \"68f22994-8265-496c-948f-dceff2b83d61\", \"34c8068b-8d7e-4791-a525-8298fe6fe35d\", \"dbc0d4de-b17a-40e9-ba3c-c27f377deb0a\", \"b24f105e-b7d1-4081-9811-92cbdc0913e4\"], \"total_duration\": 1882.0, \"total_sessions\": 5, \"mean_week_duration\": 20.021}}, {\"98662\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-07-30 12:57:34.000000+00:00\", \"2022-03-10 15:09:19.000000+00:00\", \"2022-11-03 08:31:19.000000+00:00\", \"2023-02-14 04:00:44.000000+00:00\", \"2019-06-21 14:24:57.000000+00:00\", \"2021-05-27 08:03:30.000000+00:00\"], \"session_ids\": [\"b6a4dc69-8479-403e-9aa9-498f9d269878\", \"8795fbb9-5650-4521-9c42-1c495e85cc47\", \"37b54b0b-a976-4844-ab59-e62b2f6fe484\", \"48cf64f1-88d9-4c46-8e8a-cdce04a33d07\", \"f1f2917a-aa3f-4a97-9f53-eee6c32c6a45\", \"13b743d9-bebf-4ebe-8df6-d512dbf733e0\"], \"total_duration\": 2944.0, \"total_sessions\": 6, \"mean_week_duration\": 15.414}}, {\"60037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-22 09:18:27.000000+00:00\", \"2023-03-11 15:12:49.000000+00:00\", \"2020-08-16 02:33:24.000000+00:00\", \"2020-04-19 04:15:29.000000+00:00\", \"2019-08-09 17:48:37.000000+00:00\", \"2019-01-25 23:47:40.000000+00:00\"], \"session_ids\": [\"b8d2ba03-5273-487b-8c3c-19ec9f9eed34\", \"3d9ae713-3353-4855-bbb7-7f008c6a3c6f\", \"0593f7a8-1568-4312-b51b-83fa9371eecb\", \"f2b47e5e-a56b-41c8-b12b-926a80fe232b\", \"1008322c-e1c7-4d61-ac49-ac146fc57cc1\", \"158d69b5-8a27-4632-9221-84163d6314cd\"], \"total_duration\": 1964.0, \"total_sessions\": 6, \"mean_week_duration\": 9.135}}, {\"23113\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-01 07:43:16.000000+00:00\", \"2020-03-13 13:59:43.000000+00:00\"], \"session_ids\": [\"ecdb6f72-73da-4f47-a8b9-7bde8d2acf09\", \"1f516d7b-0f19-4871-b650-23469fbd47b8\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 4.519}}, {\"68350\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-05-13 07:24:15.000000+00:00\", \"2020-09-01 09:23:21.000000+00:00\"], \"session_ids\": [\"bc0643d3-a015-4e1e-9c8a-af69edf613dd\", \"2e29b25a-edcb-4ad7-a7dc-a6ecfd61d1a1\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 3.942}}, {\"25455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-21 03:15:57.000000+00:00\", \"2019-01-12 13:24:27.000000+00:00\"], \"session_ids\": [\"4b0b88fe-d673-41b9-8116-71fee644dd8f\", \"331d6ab6-858e-4105-984e-ac5a1b90f998\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 2.6}}, {\"85206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-26 13:13:02.000000+00:00\", \"2022-09-04 18:32:50.000000+00:00\", \"2022-09-14 00:38:24.000000+00:00\"], \"session_ids\": [\"bfaae0c1-ea9d-4632-8cb0-42738db07c22\", \"6f3daf41-a0b8-437f-bfeb-0a01255e0109\", \"7a8a5acb-c3ab-4b74-a390-5888c317db88\"], \"total_duration\": 154.0, \"total_sessions\": 3, \"mean_week_duration\": 1.711}}, {\"26894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-29 09:01:34.000000+00:00\", \"2022-04-05 06:20:43.000000+00:00\"], \"session_ids\": [\"a8847f5b-9be3-420b-b62e-d6896a6c98f8\", \"5477a0b3-83b6-493a-9614-b0a5757b9619\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.755}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-07 02:34:20.000000+00:00\", \"2021-10-18 20:10:51.000000+00:00\", \"2022-05-13 08:56:27.000000+00:00\", \"2022-02-23 23:59:56.000000+00:00\", \"2019-05-04 19:47:42.000000+00:00\", \"2021-06-29 03:57:37.000000+00:00\", \"2019-07-30 16:06:34.000000+00:00\"], \"session_ids\": [\"259f8ae5-1761-421d-9daa-abbb2ab7ab62\", \"a267a994-6541-4c78-9381-754164cc3056\", \"e7abbb64-7679-4e40-8861-f7f590874ea5\", \"aad055bb-993b-4fe3-9c09-741fc6c3ea07\", \"bc899e10-890c-41fe-a41e-dfa37aa06db9\", \"33d4a145-c63a-4b85-aa0e-4bddbd29cd62\", \"cce2bebc-8639-4a05-aa0d-cb36a77f39d5\"], \"total_duration\": 6998.0, \"total_sessions\": 7, \"mean_week_duration\": 34.816}}, {\"19514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-16 06:03:24.000000+00:00\", \"2019-11-20 12:40:59.000000+00:00\", \"2019-07-10 12:22:25.000000+00:00\"], \"session_ids\": [\"556e41f0-3fa3-441c-90c4-e9b8ee511367\", \"72453e04-245a-4344-a5d2-9b8e397a707b\", \"70536a32-dd35-4c69-b7cd-fb76739cec99\"], \"total_duration\": 798.0, \"total_sessions\": 3, \"mean_week_duration\": 22.167}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-07 02:34:20.000000+00:00\", \"2021-10-18 20:10:51.000000+00:00\", \"2022-05-13 08:56:27.000000+00:00\", \"2022-02-23 23:59:56.000000+00:00\", \"2019-05-04 19:47:42.000000+00:00\", \"2021-06-29 03:57:37.000000+00:00\", \"2019-07-30 16:06:34.000000+00:00\"], \"session_ids\": [\"259f8ae5-1761-421d-9daa-abbb2ab7ab62\", \"a267a994-6541-4c78-9381-754164cc3056\", \"e7abbb64-7679-4e40-8861-f7f590874ea5\", \"aad055bb-993b-4fe3-9c09-741fc6c3ea07\", \"bc899e10-890c-41fe-a41e-dfa37aa06db9\", \"33d4a145-c63a-4b85-aa0e-4bddbd29cd62\", \"cce2bebc-8639-4a05-aa0d-cb36a77f39d5\"], \"total_duration\": 6998.0, \"total_sessions\": 7, \"mean_week_duration\": 34.816}}, {\"19514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-16 06:03:24.000000+00:00\", \"2019-11-20 12:40:59.000000+00:00\", \"2019-07-10 12:22:25.000000+00:00\"], \"session_ids\": [\"556e41f0-3fa3-441c-90c4-e9b8ee511367\", \"72453e04-245a-4344-a5d2-9b8e397a707b\", \"70536a32-dd35-4c69-b7cd-fb76739cec99\"], \"total_duration\": 798.0, \"total_sessions\": 3, \"mean_week_duration\": 22.167}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 8 users whose total_duration is bigger than 2483 (not including) and smaller than 4686 plus execute sorting by town center name in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"41888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-27 17:42:44.000000+00:00\", \"2019-08-16 21:22:05.000000+00:00\"], \"session_ids\": [\"c2f41d8a-d724-48f1-a8c7-6527ff1f7b44\", \"ab3ee2a0-e906-4655-a2a5-134871d64888\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 1.463}, \"81101\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-01-04 14:50:29.000000+00:00\", \"2019-05-03 14:42:34.000000+00:00\", \"2021-06-06 19:54:36.000000+00:00\", \"2022-03-06 02:28:39.000000+00:00\"], \"session_ids\": [\"bf545088-1eda-4333-aeec-1566d093f630\", \"63913626-fcdb-4644-9c0d-a9797f8ef876\", \"9202e10b-318f-49c8-a3c1-71cf9e198d8e\", \"de9933cc-eafc-4099-ac58-d2c82a733b98\"], \"total_duration\": 173.0, \"total_sessions\": 4, \"mean_week_duration\": 1.161}, \"63671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-27 01:11:59.000000+00:00\", \"2019-09-06 08:15:33.000000+00:00\", \"2019-05-01 18:57:48.000000+00:00\"], \"session_ids\": [\"3dcc18e0-59d0-40dd-9793-bae92ae9fe2d\", \"c06a7889-512c-4425-992f-f3e0acc08c8c\", \"fca60b84-0c06-4181-8c49-36e2782c6b71\"], \"total_duration\": 261.0, \"total_sessions\": 3, \"mean_week_duration\": 1.717}, \"62769\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-13 01:20:59.000000+00:00\", \"2021-01-25 15:52:34.000000+00:00\"], \"session_ids\": [\"dc8569bd-1276-45c6-981c-847a49bd689c\", \"17e31b14-7e26-4313-997a-20c8c4cfce98\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 6.73}, \"64418\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-11 16:11:06.000000+00:00\", \"2020-10-13 03:31:57.000000+00:00\", \"2022-05-30 18:08:43.000000+00:00\"], \"session_ids\": [\"d553eecb-92c5-4d36-852c-d5d06f3934bf\", \"6d5bd78b-e411-41df-a99f-89dc7e13bf57\", \"40b0d70c-b48a-45c4-a4a3-c78f908a7449\"], \"total_duration\": 1026.0, \"total_sessions\": 3, \"mean_week_duration\": 8.695}, \"98782\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-20 23:58:44.000000+00:00\", \"2020-07-22 18:06:52.000000+00:00\"], \"session_ids\": [\"a5942f0d-d68c-4c69-b191-9b32fe497112\", \"9f918cf0-4f1c-4fea-8e6e-d6c85e0e7de1\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 2.772}, \"65142\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-12 09:03:28.000000+00:00\", \"2021-03-27 15:57:09.000000+00:00\", \"2022-07-19 15:48:27.000000+00:00\"], \"session_ids\": [\"e920131b-8955-4f75-9675-2d4d5932e6ae\", \"03555043-8858-4388-aee8-049def3ac9cb\", \"3ca6e562-d020-4464-9313-8a8541e592ea\"], \"total_duration\": 103.0, \"total_sessions\": 3, \"mean_week_duration\": 0.602}, \"81091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-28 02:39:12.000000+00:00\", \"2022-05-04 09:54:42.000000+00:00\"], \"session_ids\": [\"fc450764-5008-4bf1-98a9-f1339829cbae\", \"64cc3642-a34a-4ea8-a826-1f49faeedf50\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.606}, \"77189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-18 11:40:32.000000+00:00\", \"2022-03-14 09:53:34.000000+00:00\"], \"session_ids\": [\"ea20b9b1-4885-4521-86c4-595bd8a0ce4a\", \"4b9d5d16-3cce-4218-ac40-ca3b62aa3595\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 5.533}, \"97466\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-25 12:26:21.000000+00:00\", \"2022-01-29 19:09:11.000000+00:00\", \"2021-11-18 04:39:15.000000+00:00\", \"2020-02-04 04:49:13.000000+00:00\"], \"session_ids\": [\"11670d9d-eef1-48e0-b7d7-cda3382652a2\", \"9b7594c6-496b-4e99-837b-9f894520beaf\", \"42cf6fa9-0e72-44f2-95c1-5c9d67e5affb\", \"2b99fdd1-bc6a-41d4-bf69-9db3f29532c0\"], \"total_duration\": 485.0, \"total_sessions\": 4, \"mean_week_duration\": 4.663}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 2483 and are equal or less than 4686"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[2483, 4686]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about user who isn't living in cities Lima, San Juan, Hanoi, Moscow, Santo Domingo, Sydney, Kingston, Jakarta + perform sorting by total duration amount from the largest to the smallest + keep only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-22 17:29:35.000000+00:00\", \"2021-02-06 06:20:14.000000+00:00\"], \"session_ids\": [\"ef75d249-3a47-4e9a-ac98-487ad3e02b53\", \"8d23731f-2261-4d0b-9788-dcab2f184586\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}, \"4417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-08-14 20:24:05.000000+00:00\", \"2023-04-23 12:59:12.000000+00:00\"], \"session_ids\": [\"74f0d553-c784-4751-8017-1cec3aa569df\", \"3d822b0f-46b7-49cf-8d88-af98c1ec9055\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 2.233}, \"87552\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-03 00:13:00.000000+00:00\", \"2021-10-30 12:37:18.000000+00:00\", \"2020-10-26 02:52:40.000000+00:00\", \"2022-06-20 04:59:01.000000+00:00\", \"2021-08-02 06:36:27.000000+00:00\", \"2019-06-26 22:50:24.000000+00:00\", \"2019-06-24 02:07:58.000000+00:00\", \"2022-08-31 19:03:21.000000+00:00\"], \"session_ids\": [\"d2fb3eeb-b7f8-4dd0-842a-b2daa96d2e28\", \"74937266-eabc-4bff-a381-ef02a7a05613\", \"2ddb00f1-8c24-45cf-8334-77feffa6431f\", \"198b7109-934d-47cb-9589-5d1bffe6342d\", \"abd4701e-d5b0-42fb-bea7-569f0e8282ac\", \"ad94d728-c00b-46e7-8a82-fb4b2a21474e\", \"e06d3798-0f24-49b4-9e94-c19667e3b2f0\", \"5608e9fe-e01e-4e24-a12c-b5fe677c88e6\"], \"total_duration\": 1300.0, \"total_sessions\": 8, \"mean_week_duration\": 7.784}, \"93655\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-05 05:30:50.000000+00:00\", \"2019-04-18 10:49:46.000000+00:00\"], \"session_ids\": [\"2a59f151-c3eb-4166-9405-d69e85703284\", \"f67b460d-6497-4f51-9d82-c49f352ffbe8\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 6.137}, \"67256\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-27 20:39:22.000000+00:00\", \"2020-12-23 23:43:46.000000+00:00\"], \"session_ids\": [\"a18fa6c8-7a14-4d3e-9913-0d70d36ac6f5\", \"efa4aab1-3f74-47c7-a818-3d9c8c4018f7\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.434}, \"25587\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-10-09 07:40:12.000000+00:00\", \"2021-02-06 23:35:29.000000+00:00\", \"2019-05-23 02:04:39.000000+00:00\"], \"session_ids\": [\"74723f5e-7669-42b1-afc8-878cc21167aa\", \"34826696-a02d-477c-95f3-60a108055866\", \"ec1f4b6e-692b-4333-a90d-e6387a639826\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 5.704}, \"99780\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-25 18:55:19.000000+00:00\", \"2022-04-20 22:12:29.000000+00:00\"], \"session_ids\": [\"8b072702-969f-401d-aed7-d5f1e2f2ed1c\", \"5238eaf9-e271-471b-b37e-76eafab7b2a6\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 4.964}, \"59202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-22 23:25:14.000000+00:00\", \"2022-08-19 19:16:52.000000+00:00\", \"2019-11-18 15:33:31.000000+00:00\", \"2022-06-29 16:22:14.000000+00:00\", \"2020-11-24 16:16:39.000000+00:00\", \"2022-12-07 19:02:27.000000+00:00\", \"2019-09-15 06:50:21.000000+00:00\", \"2019-05-03 15:38:29.000000+00:00\", \"2022-10-07 16:37:14.000000+00:00\", \"2021-05-19 16:02:00.000000+00:00\"], \"session_ids\": [\"f771a47b-3f6d-4dab-aba7-098eb4f272cd\", \"01f9c7ce-cb16-4677-8ea0-f9a43d8d478f\", \"b173b88b-84e2-48b9-bd3d-7b4d4da52b0e\", \"aaf4fe99-2a9f-47f4-a075-6c1e30bc1071\", \"dacec015-ac3e-4fb6-ad2c-84d165c9cca9\", \"84d78f62-d6b7-41fc-9b21-c09bffeda2a4\", \"a1a41a39-b1a6-4dad-9664-c0cf1b87d5ee\", \"ac2b0c56-9142-42e7-aa00-18e6b25fd8b5\", \"31377650-2c97-44e4-bdf3-0c6dcfddb67c\", \"1d1d8f15-7f48-483f-a822-23f477e0e4e1\"], \"total_duration\": 12944.0, \"total_sessions\": 10, \"mean_week_duration\": 68.851}, \"18035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-22 08:40:54.000000+00:00\", \"2019-12-25 13:59:43.000000+00:00\", \"2022-06-13 09:28:38.000000+00:00\", \"2021-10-21 03:38:31.000000+00:00\"], \"session_ids\": [\"1ac153d8-0f8a-4da3-ae5d-066d4e8ed40c\", \"1ecb3b01-da26-4911-9287-f175f2eb1a3d\", \"182e8ee9-1666-4559-baf8-9935374605b1\", \"1d2d3cd4-f812-40e5-a045-7854debb19fb\"], \"total_duration\": 89.0, \"total_sessions\": 4, \"mean_week_duration\": 0.69}, \"22967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-11 19:55:25.000000+00:00\", \"2019-03-24 18:44:17.000000+00:00\", \"2021-12-20 00:37:09.000000+00:00\", \"2021-10-22 19:52:18.000000+00:00\", \"2023-04-27 02:08:02.000000+00:00\", \"2022-09-04 14:11:18.000000+00:00\"], \"session_ids\": [\"54f56b26-c637-415a-8274-841a82d6f6fb\", \"b8163dad-fe82-4f82-af6b-ac7bf241a6d0\", \"15c7e8e1-d2e6-41bd-9760-c8d6825bd9b1\", \"efc08a23-d702-4b54-b3e1-39069f8da89d\", \"2f85e6c2-3c9f-4988-a027-85429682e90c\", \"5ee7be1a-8709-4181-bc8e-5c288689082c\"], \"total_duration\": 417.0, \"total_sessions\": 6, \"mean_week_duration\": 1.949}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Lima, San Juan, Hanoi, Moscow, Santo Domingo, Sydney, Kingston, Jakarta"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Lima\", \"San Juan\", \"Hanoi\", \"Moscow\", \"Santo Domingo\", \"Sydney\", \"Kingston\", \"Jakarta\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-22 17:29:35.000000+00:00\", \"2021-02-06 06:20:14.000000+00:00\"], \"session_ids\": [\"ef75d249-3a47-4e9a-ac98-487ad3e02b53\", \"8d23731f-2261-4d0b-9788-dcab2f184586\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}, \"4417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-08-14 20:24:05.000000+00:00\", \"2023-04-23 12:59:12.000000+00:00\"], \"session_ids\": [\"74f0d553-c784-4751-8017-1cec3aa569df\", \"3d822b0f-46b7-49cf-8d88-af98c1ec9055\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 2.233}, \"87552\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-03 00:13:00.000000+00:00\", \"2021-10-30 12:37:18.000000+00:00\", \"2020-10-26 02:52:40.000000+00:00\", \"2022-06-20 04:59:01.000000+00:00\", \"2021-08-02 06:36:27.000000+00:00\", \"2019-06-26 22:50:24.000000+00:00\", \"2019-06-24 02:07:58.000000+00:00\", \"2022-08-31 19:03:21.000000+00:00\"], \"session_ids\": [\"d2fb3eeb-b7f8-4dd0-842a-b2daa96d2e28\", \"74937266-eabc-4bff-a381-ef02a7a05613\", \"2ddb00f1-8c24-45cf-8334-77feffa6431f\", \"198b7109-934d-47cb-9589-5d1bffe6342d\", \"abd4701e-d5b0-42fb-bea7-569f0e8282ac\", \"ad94d728-c00b-46e7-8a82-fb4b2a21474e\", \"e06d3798-0f24-49b4-9e94-c19667e3b2f0\", \"5608e9fe-e01e-4e24-a12c-b5fe677c88e6\"], \"total_duration\": 1300.0, \"total_sessions\": 8, \"mean_week_duration\": 7.784}, \"93655\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-05 05:30:50.000000+00:00\", \"2019-04-18 10:49:46.000000+00:00\"], \"session_ids\": [\"2a59f151-c3eb-4166-9405-d69e85703284\", \"f67b460d-6497-4f51-9d82-c49f352ffbe8\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 6.137}, \"67256\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-27 20:39:22.000000+00:00\", \"2020-12-23 23:43:46.000000+00:00\"], \"session_ids\": [\"a18fa6c8-7a14-4d3e-9913-0d70d36ac6f5\", \"efa4aab1-3f74-47c7-a818-3d9c8c4018f7\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.434}, \"25587\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-10-09 07:40:12.000000+00:00\", \"2021-02-06 23:35:29.000000+00:00\", \"2019-05-23 02:04:39.000000+00:00\"], \"session_ids\": [\"74723f5e-7669-42b1-afc8-878cc21167aa\", \"34826696-a02d-477c-95f3-60a108055866\", \"ec1f4b6e-692b-4333-a90d-e6387a639826\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 5.704}, \"99780\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-25 18:55:19.000000+00:00\", \"2022-04-20 22:12:29.000000+00:00\"], \"session_ids\": [\"8b072702-969f-401d-aed7-d5f1e2f2ed1c\", \"5238eaf9-e271-471b-b37e-76eafab7b2a6\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 4.964}, \"18035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-22 08:40:54.000000+00:00\", \"2019-12-25 13:59:43.000000+00:00\", \"2022-06-13 09:28:38.000000+00:00\", \"2021-10-21 03:38:31.000000+00:00\"], \"session_ids\": [\"1ac153d8-0f8a-4da3-ae5d-066d4e8ed40c\", \"1ecb3b01-da26-4911-9287-f175f2eb1a3d\", \"182e8ee9-1666-4559-baf8-9935374605b1\", \"1d2d3cd4-f812-40e5-a045-7854debb19fb\"], \"total_duration\": 89.0, \"total_sessions\": 4, \"mean_week_duration\": 0.69}, \"22967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-11 19:55:25.000000+00:00\", \"2019-03-24 18:44:17.000000+00:00\", \"2021-12-20 00:37:09.000000+00:00\", \"2021-10-22 19:52:18.000000+00:00\", \"2023-04-27 02:08:02.000000+00:00\", \"2022-09-04 14:11:18.000000+00:00\"], \"session_ids\": [\"54f56b26-c637-415a-8274-841a82d6f6fb\", \"b8163dad-fe82-4f82-af6b-ac7bf241a6d0\", \"15c7e8e1-d2e6-41bd-9760-c8d6825bd9b1\", \"efc08a23-d702-4b54-b3e1-39069f8da89d\", \"2f85e6c2-3c9f-4988-a027-85429682e90c\", \"5ee7be1a-8709-4181-bc8e-5c288689082c\"], \"total_duration\": 417.0, \"total_sessions\": 6, \"mean_week_duration\": 1.949}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87552\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-03 00:13:00.000000+00:00\", \"2021-10-30 12:37:18.000000+00:00\", \"2020-10-26 02:52:40.000000+00:00\", \"2022-06-20 04:59:01.000000+00:00\", \"2021-08-02 06:36:27.000000+00:00\", \"2019-06-26 22:50:24.000000+00:00\", \"2019-06-24 02:07:58.000000+00:00\", \"2022-08-31 19:03:21.000000+00:00\"], \"session_ids\": [\"d2fb3eeb-b7f8-4dd0-842a-b2daa96d2e28\", \"74937266-eabc-4bff-a381-ef02a7a05613\", \"2ddb00f1-8c24-45cf-8334-77feffa6431f\", \"198b7109-934d-47cb-9589-5d1bffe6342d\", \"abd4701e-d5b0-42fb-bea7-569f0e8282ac\", \"ad94d728-c00b-46e7-8a82-fb4b2a21474e\", \"e06d3798-0f24-49b4-9e94-c19667e3b2f0\", \"5608e9fe-e01e-4e24-a12c-b5fe677c88e6\"], \"total_duration\": 1300.0, \"total_sessions\": 8, \"mean_week_duration\": 7.784}}, {\"25587\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-10-09 07:40:12.000000+00:00\", \"2021-02-06 23:35:29.000000+00:00\", \"2019-05-23 02:04:39.000000+00:00\"], \"session_ids\": [\"74723f5e-7669-42b1-afc8-878cc21167aa\", \"34826696-a02d-477c-95f3-60a108055866\", \"ec1f4b6e-692b-4333-a90d-e6387a639826\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 5.704}}, {\"4417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-08-14 20:24:05.000000+00:00\", \"2023-04-23 12:59:12.000000+00:00\"], \"session_ids\": [\"74f0d553-c784-4751-8017-1cec3aa569df\", \"3d822b0f-46b7-49cf-8d88-af98c1ec9055\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 2.233}}, {\"22967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-11 19:55:25.000000+00:00\", \"2019-03-24 18:44:17.000000+00:00\", \"2021-12-20 00:37:09.000000+00:00\", \"2021-10-22 19:52:18.000000+00:00\", \"2023-04-27 02:08:02.000000+00:00\", \"2022-09-04 14:11:18.000000+00:00\"], \"session_ids\": [\"54f56b26-c637-415a-8274-841a82d6f6fb\", \"b8163dad-fe82-4f82-af6b-ac7bf241a6d0\", \"15c7e8e1-d2e6-41bd-9760-c8d6825bd9b1\", \"efc08a23-d702-4b54-b3e1-39069f8da89d\", \"2f85e6c2-3c9f-4988-a027-85429682e90c\", \"5ee7be1a-8709-4181-bc8e-5c288689082c\"], \"total_duration\": 417.0, \"total_sessions\": 6, \"mean_week_duration\": 1.949}}, {\"93655\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-05 05:30:50.000000+00:00\", \"2019-04-18 10:49:46.000000+00:00\"], \"session_ids\": [\"2a59f151-c3eb-4166-9405-d69e85703284\", \"f67b460d-6497-4f51-9d82-c49f352ffbe8\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 6.137}}, {\"99780\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-25 18:55:19.000000+00:00\", \"2022-04-20 22:12:29.000000+00:00\"], \"session_ids\": [\"8b072702-969f-401d-aed7-d5f1e2f2ed1c\", \"5238eaf9-e271-471b-b37e-76eafab7b2a6\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 4.964}}, {\"18035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-22 08:40:54.000000+00:00\", \"2019-12-25 13:59:43.000000+00:00\", \"2022-06-13 09:28:38.000000+00:00\", \"2021-10-21 03:38:31.000000+00:00\"], \"session_ids\": [\"1ac153d8-0f8a-4da3-ae5d-066d4e8ed40c\", \"1ecb3b01-da26-4911-9287-f175f2eb1a3d\", \"182e8ee9-1666-4559-baf8-9935374605b1\", \"1d2d3cd4-f812-40e5-a045-7854debb19fb\"], \"total_duration\": 89.0, \"total_sessions\": 4, \"mean_week_duration\": 0.69}}, {\"52445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-22 17:29:35.000000+00:00\", \"2021-02-06 06:20:14.000000+00:00\"], \"session_ids\": [\"ef75d249-3a47-4e9a-ac98-487ad3e02b53\", \"8d23731f-2261-4d0b-9788-dcab2f184586\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}}, {\"67256\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-27 20:39:22.000000+00:00\", \"2020-12-23 23:43:46.000000+00:00\"], \"session_ids\": [\"a18fa6c8-7a14-4d3e-9913-0d70d36ac6f5\", \"efa4aab1-3f74-47c7-a818-3d9c8c4018f7\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.434}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87552\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-03 00:13:00.000000+00:00\", \"2021-10-30 12:37:18.000000+00:00\", \"2020-10-26 02:52:40.000000+00:00\", \"2022-06-20 04:59:01.000000+00:00\", \"2021-08-02 06:36:27.000000+00:00\", \"2019-06-26 22:50:24.000000+00:00\", \"2019-06-24 02:07:58.000000+00:00\", \"2022-08-31 19:03:21.000000+00:00\"], \"session_ids\": [\"d2fb3eeb-b7f8-4dd0-842a-b2daa96d2e28\", \"74937266-eabc-4bff-a381-ef02a7a05613\", \"2ddb00f1-8c24-45cf-8334-77feffa6431f\", \"198b7109-934d-47cb-9589-5d1bffe6342d\", \"abd4701e-d5b0-42fb-bea7-569f0e8282ac\", \"ad94d728-c00b-46e7-8a82-fb4b2a21474e\", \"e06d3798-0f24-49b4-9e94-c19667e3b2f0\", \"5608e9fe-e01e-4e24-a12c-b5fe677c88e6\"], \"total_duration\": 1300.0, \"total_sessions\": 8, \"mean_week_duration\": 7.784}}, {\"25587\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-10-09 07:40:12.000000+00:00\", \"2021-02-06 23:35:29.000000+00:00\", \"2019-05-23 02:04:39.000000+00:00\"], \"session_ids\": [\"74723f5e-7669-42b1-afc8-878cc21167aa\", \"34826696-a02d-477c-95f3-60a108055866\", \"ec1f4b6e-692b-4333-a90d-e6387a639826\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 5.704}}, {\"4417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-08-14 20:24:05.000000+00:00\", \"2023-04-23 12:59:12.000000+00:00\"], \"session_ids\": [\"74f0d553-c784-4751-8017-1cec3aa569df\", \"3d822b0f-46b7-49cf-8d88-af98c1ec9055\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 2.233}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87552\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-03 00:13:00.000000+00:00\", \"2021-10-30 12:37:18.000000+00:00\", \"2020-10-26 02:52:40.000000+00:00\", \"2022-06-20 04:59:01.000000+00:00\", \"2021-08-02 06:36:27.000000+00:00\", \"2019-06-26 22:50:24.000000+00:00\", \"2019-06-24 02:07:58.000000+00:00\", \"2022-08-31 19:03:21.000000+00:00\"], \"session_ids\": [\"d2fb3eeb-b7f8-4dd0-842a-b2daa96d2e28\", \"74937266-eabc-4bff-a381-ef02a7a05613\", \"2ddb00f1-8c24-45cf-8334-77feffa6431f\", \"198b7109-934d-47cb-9589-5d1bffe6342d\", \"abd4701e-d5b0-42fb-bea7-569f0e8282ac\", \"ad94d728-c00b-46e7-8a82-fb4b2a21474e\", \"e06d3798-0f24-49b4-9e94-c19667e3b2f0\", \"5608e9fe-e01e-4e24-a12c-b5fe677c88e6\"], \"total_duration\": 1300.0, \"total_sessions\": 8, \"mean_week_duration\": 7.784}}, {\"25587\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-10-09 07:40:12.000000+00:00\", \"2021-02-06 23:35:29.000000+00:00\", \"2019-05-23 02:04:39.000000+00:00\"], \"session_ids\": [\"74723f5e-7669-42b1-afc8-878cc21167aa\", \"34826696-a02d-477c-95f3-60a108055866\", \"ec1f4b6e-692b-4333-a90d-e6387a639826\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 5.704}}, {\"4417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-08-14 20:24:05.000000+00:00\", \"2023-04-23 12:59:12.000000+00:00\"], \"session_ids\": [\"74f0d553-c784-4751-8017-1cec3aa569df\", \"3d822b0f-46b7-49cf-8d88-af98c1ec9055\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 2.233}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 8 users whose overall total sessions is equal to 3 , perform sorting by duration total from the largest to the smallest also get rid of all entries, except 2."
}
] |
[
{
"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{\"46588\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-07-08 20:02:28.000000+00:00\", \"2019-01-23 07:42:14.000000+00:00\", \"2021-03-09 05:29:26.000000+00:00\", \"2019-12-10 17:31:07.000000+00:00\", \"2019-11-29 19:18:39.000000+00:00\", \"2021-01-19 02:17:41.000000+00:00\"], \"session_ids\": [\"b2d7057a-b3d4-4657-b1d3-56286646aa7b\", \"a8235793-d92b-4cc2-b212-2563fe353206\", \"950c6104-a73b-469e-b4f2-c9e642ede599\", \"c1bda371-9fa6-45d8-b3e8-e1d61b926909\", \"08abb126-99f5-463e-9777-f4044db2f216\", \"d199ef9e-a46d-4264-80bc-dd01ecfa3708\"], \"total_duration\": 119.0, \"total_sessions\": 6, \"mean_week_duration\": 1.072}, \"36335\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-13 23:02:48.000000+00:00\", \"2020-11-17 21:42:33.000000+00:00\"], \"session_ids\": [\"35710c41-7501-4ec1-97d1-e4b710556ec9\", \"12f16e9b-044f-48d1-9f13-36337f159ca2\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 4.441}, \"94822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-25 03:40:24.000000+00:00\", \"2022-09-07 12:07:33.000000+00:00\", \"2022-07-29 03:18:11.000000+00:00\"], \"session_ids\": [\"85f66656-452e-41f8-95c9-50c1badd7c6d\", \"766cdd08-9af1-4fb3-a658-27113513f7d0\", \"bf21932e-2cb8-47d9-b78f-6eb4844b400f\"], \"total_duration\": 200.0, \"total_sessions\": 3, \"mean_week_duration\": 1.802}, \"94391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-08 03:57:14.000000+00:00\", \"2019-12-25 12:02:51.000000+00:00\", \"2020-04-30 11:13:13.000000+00:00\"], \"session_ids\": [\"0708c0be-5bb8-4bb2-9591-c674dbe60010\", \"936db0f8-23de-45d2-9738-a988db53ec39\", \"539c00d7-100a-48a3-a260-27823b3c672e\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 3.5}, \"82248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-12-23 10:10:16.000000+00:00\", \"2022-03-28 03:38:11.000000+00:00\"], \"session_ids\": [\"0ffef9b8-d416-4ba1-80ed-1c0d188335ce\", \"747251c9-5b75-4dfa-8515-de91ad1a00bd\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.144}, \"77917\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-04 05:02:49.000000+00:00\", \"2020-01-19 06:01:55.000000+00:00\", \"2021-12-03 14:47:31.000000+00:00\", \"2019-06-28 01:48:58.000000+00:00\", \"2022-08-08 23:34:47.000000+00:00\", \"2022-02-28 18:46:44.000000+00:00\", \"2022-05-24 07:26:47.000000+00:00\"], \"session_ids\": [\"2f69ba68-5681-4db6-ae42-8e14617c40c2\", \"f21d1008-6ff2-4c06-86a3-ea8602262481\", \"f0900102-db3f-4e45-96b5-b92bf6ebcde5\", \"a00f738f-c9cf-4381-99cf-1a814091499f\", \"f576ba2b-4a7f-47be-b819-9473b01e0ed8\", \"0ccdd536-6a78-4eaa-b33f-a2d14c071c80\", \"8c62e14d-fafc-488d-8620-b5ca5e1d71dc\"], \"total_duration\": 6822.0, \"total_sessions\": 7, \"mean_week_duration\": 41.853}, \"20841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-23 03:23:48.000000+00:00\", \"2021-08-30 05:11:13.000000+00:00\", \"2022-04-08 22:28:35.000000+00:00\"], \"session_ids\": [\"c0d2a231-98c6-4d14-a03e-3e609b601be6\", \"ae73c9f2-84fe-46b3-8e28-3a17e13859d4\", \"2dc0732b-9dd6-4b84-8c2b-78af156736e1\"], \"total_duration\": 373.0, \"total_sessions\": 3, \"mean_week_duration\": 4.549}, \"69574\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-01 16:13:09.000000+00:00\", \"2022-11-25 10:35:14.000000+00:00\", \"2020-07-20 06:34:12.000000+00:00\"], \"session_ids\": [\"af0dc1f3-1432-4de6-a08b-0e4c38d069a5\", \"b0c2aed8-0cfd-421c-b17c-d995d6de9312\", \"03dc806d-8a4e-4938-a2f4-08be4ce54899\"], \"total_duration\": 348.0, \"total_sessions\": 3, \"mean_week_duration\": 2.617}, \"70595\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-03-03 01:47:48.000000+00:00\", \"2021-04-26 17:14:20.000000+00:00\", \"2020-02-29 13:21:21.000000+00:00\", \"2021-03-31 14:43:02.000000+00:00\"], \"session_ids\": [\"f583f50f-0b8e-46a3-97ce-b0c2acd77740\", \"2e3dd434-b264-4972-b689-f81b46d8e839\", \"dd5e9077-f87c-4115-a3c8-d98d1e2fc15b\", \"136c83e3-7887-4a5c-bcc0-40ba656988f2\"], \"total_duration\": 828.0, \"total_sessions\": 4, \"mean_week_duration\": 7.327}, \"19541\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-28 13:31:23.000000+00:00\", \"2019-05-08 03:48:08.000000+00:00\", \"2022-04-12 16:48:24.000000+00:00\"], \"session_ids\": [\"75937b2d-b961-4a1f-b362-ad98319185f9\", \"e81bed4e-9a0b-4dbc-950e-61d97b1f40ca\", \"be8d4463-63a8-4387-a255-7ad54b7af720\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 3.706}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[3, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-25 03:40:24.000000+00:00\", \"2022-09-07 12:07:33.000000+00:00\", \"2022-07-29 03:18:11.000000+00:00\"], \"session_ids\": [\"85f66656-452e-41f8-95c9-50c1badd7c6d\", \"766cdd08-9af1-4fb3-a658-27113513f7d0\", \"bf21932e-2cb8-47d9-b78f-6eb4844b400f\"], \"total_duration\": 200.0, \"total_sessions\": 3, \"mean_week_duration\": 1.802}, \"94391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-08 03:57:14.000000+00:00\", \"2019-12-25 12:02:51.000000+00:00\", \"2020-04-30 11:13:13.000000+00:00\"], \"session_ids\": [\"0708c0be-5bb8-4bb2-9591-c674dbe60010\", \"936db0f8-23de-45d2-9738-a988db53ec39\", \"539c00d7-100a-48a3-a260-27823b3c672e\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 3.5}, \"20841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-23 03:23:48.000000+00:00\", \"2021-08-30 05:11:13.000000+00:00\", \"2022-04-08 22:28:35.000000+00:00\"], \"session_ids\": [\"c0d2a231-98c6-4d14-a03e-3e609b601be6\", \"ae73c9f2-84fe-46b3-8e28-3a17e13859d4\", \"2dc0732b-9dd6-4b84-8c2b-78af156736e1\"], \"total_duration\": 373.0, \"total_sessions\": 3, \"mean_week_duration\": 4.549}, \"69574\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-01 16:13:09.000000+00:00\", \"2022-11-25 10:35:14.000000+00:00\", \"2020-07-20 06:34:12.000000+00:00\"], \"session_ids\": [\"af0dc1f3-1432-4de6-a08b-0e4c38d069a5\", \"b0c2aed8-0cfd-421c-b17c-d995d6de9312\", \"03dc806d-8a4e-4938-a2f4-08be4ce54899\"], \"total_duration\": 348.0, \"total_sessions\": 3, \"mean_week_duration\": 2.617}, \"19541\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-28 13:31:23.000000+00:00\", \"2019-05-08 03:48:08.000000+00:00\", \"2022-04-12 16:48:24.000000+00:00\"], \"session_ids\": [\"75937b2d-b961-4a1f-b362-ad98319185f9\", \"e81bed4e-9a0b-4dbc-950e-61d97b1f40ca\", \"be8d4463-63a8-4387-a255-7ad54b7af720\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 3.706}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"19541\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-28 13:31:23.000000+00:00\", \"2019-05-08 03:48:08.000000+00:00\", \"2022-04-12 16:48:24.000000+00:00\"], \"session_ids\": [\"75937b2d-b961-4a1f-b362-ad98319185f9\", \"e81bed4e-9a0b-4dbc-950e-61d97b1f40ca\", \"be8d4463-63a8-4387-a255-7ad54b7af720\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 3.706}}, {\"20841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-23 03:23:48.000000+00:00\", \"2021-08-30 05:11:13.000000+00:00\", \"2022-04-08 22:28:35.000000+00:00\"], \"session_ids\": [\"c0d2a231-98c6-4d14-a03e-3e609b601be6\", \"ae73c9f2-84fe-46b3-8e28-3a17e13859d4\", \"2dc0732b-9dd6-4b84-8c2b-78af156736e1\"], \"total_duration\": 373.0, \"total_sessions\": 3, \"mean_week_duration\": 4.549}}, {\"69574\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-01 16:13:09.000000+00:00\", \"2022-11-25 10:35:14.000000+00:00\", \"2020-07-20 06:34:12.000000+00:00\"], \"session_ids\": [\"af0dc1f3-1432-4de6-a08b-0e4c38d069a5\", \"b0c2aed8-0cfd-421c-b17c-d995d6de9312\", \"03dc806d-8a4e-4938-a2f4-08be4ce54899\"], \"total_duration\": 348.0, \"total_sessions\": 3, \"mean_week_duration\": 2.617}}, {\"94822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-25 03:40:24.000000+00:00\", \"2022-09-07 12:07:33.000000+00:00\", \"2022-07-29 03:18:11.000000+00:00\"], \"session_ids\": [\"85f66656-452e-41f8-95c9-50c1badd7c6d\", \"766cdd08-9af1-4fb3-a658-27113513f7d0\", \"bf21932e-2cb8-47d9-b78f-6eb4844b400f\"], \"total_duration\": 200.0, \"total_sessions\": 3, \"mean_week_duration\": 1.802}}, {\"94391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-08 03:57:14.000000+00:00\", \"2019-12-25 12:02:51.000000+00:00\", \"2020-04-30 11:13:13.000000+00:00\"], \"session_ids\": [\"0708c0be-5bb8-4bb2-9591-c674dbe60010\", \"936db0f8-23de-45d2-9738-a988db53ec39\", \"539c00d7-100a-48a3-a260-27823b3c672e\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 3.5}}]\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[{\"19541\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-28 13:31:23.000000+00:00\", \"2019-05-08 03:48:08.000000+00:00\", \"2022-04-12 16:48:24.000000+00:00\"], \"session_ids\": [\"75937b2d-b961-4a1f-b362-ad98319185f9\", \"e81bed4e-9a0b-4dbc-950e-61d97b1f40ca\", \"be8d4463-63a8-4387-a255-7ad54b7af720\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 3.706}}, {\"20841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-23 03:23:48.000000+00:00\", \"2021-08-30 05:11:13.000000+00:00\", \"2022-04-08 22:28:35.000000+00:00\"], \"session_ids\": [\"c0d2a231-98c6-4d14-a03e-3e609b601be6\", \"ae73c9f2-84fe-46b3-8e28-3a17e13859d4\", \"2dc0732b-9dd6-4b84-8c2b-78af156736e1\"], \"total_duration\": 373.0, \"total_sessions\": 3, \"mean_week_duration\": 4.549}}]\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[{\"19541\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-28 13:31:23.000000+00:00\", \"2019-05-08 03:48:08.000000+00:00\", \"2022-04-12 16:48:24.000000+00:00\"], \"session_ids\": [\"75937b2d-b961-4a1f-b362-ad98319185f9\", \"e81bed4e-9a0b-4dbc-950e-61d97b1f40ca\", \"be8d4463-63a8-4387-a255-7ad54b7af720\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 3.706}}, {\"20841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-23 03:23:48.000000+00:00\", \"2021-08-30 05:11:13.000000+00:00\", \"2022-04-08 22:28:35.000000+00:00\"], \"session_ids\": [\"c0d2a231-98c6-4d14-a03e-3e609b601be6\", \"ae73c9f2-84fe-46b3-8e28-3a17e13859d4\", \"2dc0732b-9dd6-4b84-8c2b-78af156736e1\"], \"total_duration\": 373.0, \"total_sessions\": 3, \"mean_week_duration\": 4.549}}]\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 8 users with a time in app per week that is above 10 and below 31, exclusive 31 , moreover perform sorting by sessions count in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-21 17:54:53.000000+00:00\", \"2022-07-16 18:21:17.000000+00:00\", \"2021-09-12 05:33:02.000000+00:00\", \"2019-02-12 01:25:42.000000+00:00\", \"2023-06-17 22:06:53.000000+00:00\", \"2022-08-25 19:29:50.000000+00:00\", \"2021-12-08 13:02:58.000000+00:00\", \"2021-02-09 11:23:01.000000+00:00\", \"2019-09-16 03:38:26.000000+00:00\"], \"session_ids\": [\"26251f03-25a8-479c-8cd0-a5b97c45d5c3\", \"22e00dc0-8dfe-4974-bede-2bc688b5b0a9\", \"6a602aa5-a5d5-4d67-8bb2-a01cd22383f7\", \"c26f7347-e48a-42cd-8253-ffdbd0471d8d\", \"9bbbc1bc-43b7-4c59-898c-0f831d767f36\", \"4709fcb8-2c6c-4e11-956d-8a36ed6bfa1f\", \"78d032ae-6a90-4c94-ace6-cfd015582602\", \"1c3d27bb-fd2e-4c94-adba-fd70ef88485e\", \"ba865d46-18e7-4a0c-ae24-3b0f66d04363\"], \"total_duration\": 531.0, \"total_sessions\": 9, \"mean_week_duration\": 2.339}, \"97700\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2020-05-21 08:08:18.000000+00:00\", \"2020-01-30 15:31:57.000000+00:00\", \"2021-02-20 10:15:09.000000+00:00\"], \"session_ids\": [\"b8b5309e-03fc-4666-a771-72c62349a999\", \"6b88d87e-21c0-45d2-8894-3350f5a668cd\", \"39337927-0d57-479c-a088-059b8cb58473\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.714}, \"61481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-22 04:09:09.000000+00:00\", \"2021-07-29 11:03:58.000000+00:00\"], \"session_ids\": [\"19c20792-3f8b-4ef1-859d-e95113d1ed7a\", \"0359b281-4c84-4192-aa62-a161ad484336\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.263}, \"58905\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-02 19:27:51.000000+00:00\", \"2023-06-07 13:15:50.000000+00:00\", \"2022-05-01 12:58:16.000000+00:00\", \"2022-02-15 22:04:10.000000+00:00\"], \"session_ids\": [\"f5d4cc8a-6b62-4a5a-ac77-70254c1a5f1f\", \"4a2c343e-5b24-4f49-bdb7-046a6c180e47\", \"99807191-a8de-4891-92f9-138c4e033ad9\", \"e7e2e39c-9b34-4efd-90e1-2d3dbebea567\"], \"total_duration\": 604.0, \"total_sessions\": 4, \"mean_week_duration\": 8.053}, \"23695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-28 23:30:13.000000+00:00\", \"2021-11-12 23:40:32.000000+00:00\"], \"session_ids\": [\"dcea22ba-8e2f-4dcd-8634-1f16693e7914\", \"16ab314a-8cb9-491a-9bf0-3bcf0f24493a\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.397}, \"92518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-24 12:48:11.000000+00:00\", \"2022-03-10 11:32:12.000000+00:00\"], \"session_ids\": [\"a9a57c8f-d698-4222-85af-8b1d4aa34de1\", \"437705a9-f469-44fa-bff8-96f301f65384\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 66.5}, \"86782\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-09-06 19:20:46.000000+00:00\", \"2022-09-23 05:27:47.000000+00:00\"], \"session_ids\": [\"74dc7c30-e03e-4c60-97c6-69a913afbda4\", \"6b6c8e48-2078-4597-b777-bb72161a3336\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 1.006}, \"14054\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-15 02:58:31.000000+00:00\", \"2019-03-30 16:29:30.000000+00:00\"], \"session_ids\": [\"ae0150aa-1250-4320-b119-1b9faac87b32\", \"e1d0245d-ef2d-49a6-8cae-f9c4c2ab636c\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 1.992}, \"32565\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-21 17:55:54.000000+00:00\", \"2020-09-12 20:16:45.000000+00:00\"], \"session_ids\": [\"0ff44fb3-41f3-45f3-af70-0e0d3ce27673\", \"37fe8e26-85f4-4333-a6c2-7ae66f88c18b\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 5.867}, \"31681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-07-22 18:11:19.000000+00:00\", \"2019-03-24 03:47:44.000000+00:00\"], \"session_ids\": [\"1b05ff6a-fd6c-462b-8357-180e28f15114\", \"f3908a07-d43d-4f05-bd76-7bd8500310d9\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.889}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 10 and are less than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 31]]}}}\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": "Inform me about the 6 users who are at the peak of user rankings based on total sessoins count also perform sorting by sessions total from the smallest to the largest."
}
] |
[
{
"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{\"74963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-18 16:41:05.000000+00:00\", \"2020-07-22 13:41:45.000000+00:00\", \"2022-09-07 13:30:13.000000+00:00\"], \"session_ids\": [\"d156c53b-6964-4263-9462-e14c48059f67\", \"2a5c4d18-42fa-4d87-a55e-9c2d45f6e799\", \"fd5c7edf-e3a2-467a-bb8e-6f4128f23dc8\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.517}, \"48292\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-04-10 06:53:28.000000+00:00\", \"2023-01-05 20:36:20.000000+00:00\", \"2019-03-16 08:04:29.000000+00:00\", \"2020-09-18 09:30:22.000000+00:00\", \"2023-05-30 17:08:16.000000+00:00\", \"2019-04-27 04:13:25.000000+00:00\", \"2020-01-31 22:29:16.000000+00:00\", \"2019-09-19 06:33:33.000000+00:00\", \"2022-05-30 09:37:49.000000+00:00\"], \"session_ids\": [\"081e2f75-95fe-4aa6-bcf4-4782f64a2fcd\", \"39bce0a8-712d-4fe8-a8f0-d84de5ef1c1c\", \"8be17c42-dc57-49c4-8282-17c42bdfaccd\", \"35bd8ac3-0353-4b82-a4ca-6a1e74cf9691\", \"f30b3895-778f-4a9a-a259-c440db3fe8f8\", \"d263a7ae-0381-40b2-82a1-9fffdae5e252\", \"9d1d9386-fbfa-4afb-a330-cd61253f47d6\", \"b111561e-2cf0-46bd-8e16-d689b18140c9\", \"f77a1f00-9853-4a3d-98b1-03d3183cad16\"], \"total_duration\": 1093.0, \"total_sessions\": 9, \"mean_week_duration\": 4.968}, \"89672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-22 13:36:55.000000+00:00\", \"2021-04-06 07:48:28.000000+00:00\"], \"session_ids\": [\"49aa850f-9109-4845-b96d-a9fbd0b8fa9c\", \"a62238e1-88ec-4103-acec-0e6578f9d780\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 2.287}, \"77838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-03-14 01:58:13.000000+00:00\", \"2019-07-04 17:00:58.000000+00:00\", \"2022-10-10 09:16:21.000000+00:00\", \"2021-07-24 05:31:44.000000+00:00\"], \"session_ids\": [\"1685cd5c-3f0b-4114-be67-2c41c99ac039\", \"a281c985-02b5-4c58-977a-d11a6f2c2304\", \"e1976419-5e3e-4a08-ab50-d0747d851595\", \"eda05979-0e56-45ba-95d8-e545549383ef\"], \"total_duration\": 415.0, \"total_sessions\": 4, \"mean_week_duration\": 2.427}, \"84959\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-05 05:00:09.000000+00:00\", \"2019-06-05 11:21:26.000000+00:00\"], \"session_ids\": [\"de101c70-cf7f-4a58-ade1-23453d318aab\", \"aaff4869-0f1c-44ff-86c5-ce1d03a95598\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.242}, \"76280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-06 03:48:56.000000+00:00\", \"2019-08-27 08:54:23.000000+00:00\", \"2023-02-21 07:32:31.000000+00:00\", \"2023-03-26 10:38:04.000000+00:00\", \"2019-01-26 08:51:16.000000+00:00\", \"2019-11-26 20:12:34.000000+00:00\", \"2022-03-02 15:55:18.000000+00:00\", \"2023-04-08 06:19:57.000000+00:00\", \"2022-07-18 01:50:44.000000+00:00\"], \"session_ids\": [\"3ace6001-5b5d-4a13-9e74-491ce5b44e1a\", \"c93e4215-ee7a-4680-9b56-064fc1b42b1c\", \"aa1adf5b-ba8b-4ce2-a4c4-3361f2faf7ad\", \"53d0d8d6-060d-4186-b60d-502be44746d5\", \"a9bfd29d-fd9c-4ab9-9b78-9db6d7c0cb11\", \"0c85791a-cd80-4aa3-a5dd-7e7333893ea7\", \"22b9a8e8-5328-4fb0-8e09-1ca3edf566fc\", \"4d18667b-4364-4e7c-8378-64bb2d828e69\", \"bf9ba846-700a-4906-84d7-f90e8daf2c54\"], \"total_duration\": 4421.0, \"total_sessions\": 9, \"mean_week_duration\": 20.187}, \"35074\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-02-15 12:15:26.000000+00:00\", \"2019-01-03 17:11:08.000000+00:00\"], \"session_ids\": [\"060fb3d2-b29b-48c8-94a2-abcf62038887\", \"1d90e581-847b-4ed4-a76f-69aef8667492\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 1.763}, \"56666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-07 19:57:15.000000+00:00\", \"2019-09-28 20:04:45.000000+00:00\"], \"session_ids\": [\"54bb6794-d2f5-4d5c-9979-c6812eba4896\", \"85f3e015-f569-41b2-bbb8-2c65d8cab378\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 78.5}, \"64053\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-06 17:12:56.000000+00:00\", \"2023-01-20 02:44:41.000000+00:00\", \"2021-04-04 15:26:20.000000+00:00\", \"2020-05-30 18:42:56.000000+00:00\"], \"session_ids\": [\"05ff7f13-2f2d-426c-84e1-b401a2a0b981\", \"78501e38-9030-4744-8402-5f8db1a00648\", \"2f11f296-ed01-4729-a0e3-68dcbb8d9e10\", \"6b4cceaa-0e95-4bb6-81ef-78848d383ce3\"], \"total_duration\": 165.0, \"total_sessions\": 4, \"mean_week_duration\": 1.196}, \"39868\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-19 09:13:07.000000+00:00\", \"2019-03-26 08:36:25.000000+00:00\"], \"session_ids\": [\"c315a9ed-dc01-4a3b-b4a8-a4216a69d537\", \"da32e9d4-628f-485e-b463-a62066719f75\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 6 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48292\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-04-10 06:53:28.000000+00:00\", \"2023-01-05 20:36:20.000000+00:00\", \"2019-03-16 08:04:29.000000+00:00\", \"2020-09-18 09:30:22.000000+00:00\", \"2023-05-30 17:08:16.000000+00:00\", \"2019-04-27 04:13:25.000000+00:00\", \"2020-01-31 22:29:16.000000+00:00\", \"2019-09-19 06:33:33.000000+00:00\", \"2022-05-30 09:37:49.000000+00:00\"], \"session_ids\": [\"081e2f75-95fe-4aa6-bcf4-4782f64a2fcd\", \"39bce0a8-712d-4fe8-a8f0-d84de5ef1c1c\", \"8be17c42-dc57-49c4-8282-17c42bdfaccd\", \"35bd8ac3-0353-4b82-a4ca-6a1e74cf9691\", \"f30b3895-778f-4a9a-a259-c440db3fe8f8\", \"d263a7ae-0381-40b2-82a1-9fffdae5e252\", \"9d1d9386-fbfa-4afb-a330-cd61253f47d6\", \"b111561e-2cf0-46bd-8e16-d689b18140c9\", \"f77a1f00-9853-4a3d-98b1-03d3183cad16\"], \"total_duration\": 1093.0, \"total_sessions\": 9, \"mean_week_duration\": 4.968}}, {\"76280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-06 03:48:56.000000+00:00\", \"2019-08-27 08:54:23.000000+00:00\", \"2023-02-21 07:32:31.000000+00:00\", \"2023-03-26 10:38:04.000000+00:00\", \"2019-01-26 08:51:16.000000+00:00\", \"2019-11-26 20:12:34.000000+00:00\", \"2022-03-02 15:55:18.000000+00:00\", \"2023-04-08 06:19:57.000000+00:00\", \"2022-07-18 01:50:44.000000+00:00\"], \"session_ids\": [\"3ace6001-5b5d-4a13-9e74-491ce5b44e1a\", \"c93e4215-ee7a-4680-9b56-064fc1b42b1c\", \"aa1adf5b-ba8b-4ce2-a4c4-3361f2faf7ad\", \"53d0d8d6-060d-4186-b60d-502be44746d5\", \"a9bfd29d-fd9c-4ab9-9b78-9db6d7c0cb11\", \"0c85791a-cd80-4aa3-a5dd-7e7333893ea7\", \"22b9a8e8-5328-4fb0-8e09-1ca3edf566fc\", \"4d18667b-4364-4e7c-8378-64bb2d828e69\", \"bf9ba846-700a-4906-84d7-f90e8daf2c54\"], \"total_duration\": 4421.0, \"total_sessions\": 9, \"mean_week_duration\": 20.187}}, {\"77838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-03-14 01:58:13.000000+00:00\", \"2019-07-04 17:00:58.000000+00:00\", \"2022-10-10 09:16:21.000000+00:00\", \"2021-07-24 05:31:44.000000+00:00\"], \"session_ids\": [\"1685cd5c-3f0b-4114-be67-2c41c99ac039\", \"a281c985-02b5-4c58-977a-d11a6f2c2304\", \"e1976419-5e3e-4a08-ab50-d0747d851595\", \"eda05979-0e56-45ba-95d8-e545549383ef\"], \"total_duration\": 415.0, \"total_sessions\": 4, \"mean_week_duration\": 2.427}}, {\"64053\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-06 17:12:56.000000+00:00\", \"2023-01-20 02:44:41.000000+00:00\", \"2021-04-04 15:26:20.000000+00:00\", \"2020-05-30 18:42:56.000000+00:00\"], \"session_ids\": [\"05ff7f13-2f2d-426c-84e1-b401a2a0b981\", \"78501e38-9030-4744-8402-5f8db1a00648\", \"2f11f296-ed01-4729-a0e3-68dcbb8d9e10\", \"6b4cceaa-0e95-4bb6-81ef-78848d383ce3\"], \"total_duration\": 165.0, \"total_sessions\": 4, \"mean_week_duration\": 1.196}}, {\"74963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-18 16:41:05.000000+00:00\", \"2020-07-22 13:41:45.000000+00:00\", \"2022-09-07 13:30:13.000000+00:00\"], \"session_ids\": [\"d156c53b-6964-4263-9462-e14c48059f67\", \"2a5c4d18-42fa-4d87-a55e-9c2d45f6e799\", \"fd5c7edf-e3a2-467a-bb8e-6f4128f23dc8\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.517}}, {\"89672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-22 13:36:55.000000+00:00\", \"2021-04-06 07:48:28.000000+00:00\"], \"session_ids\": [\"49aa850f-9109-4845-b96d-a9fbd0b8fa9c\", \"a62238e1-88ec-4103-acec-0e6578f9d780\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 2.287}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"89672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-22 13:36:55.000000+00:00\", \"2021-04-06 07:48:28.000000+00:00\"], \"session_ids\": [\"49aa850f-9109-4845-b96d-a9fbd0b8fa9c\", \"a62238e1-88ec-4103-acec-0e6578f9d780\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 2.287}}, {\"74963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-18 16:41:05.000000+00:00\", \"2020-07-22 13:41:45.000000+00:00\", \"2022-09-07 13:30:13.000000+00:00\"], \"session_ids\": [\"d156c53b-6964-4263-9462-e14c48059f67\", \"2a5c4d18-42fa-4d87-a55e-9c2d45f6e799\", \"fd5c7edf-e3a2-467a-bb8e-6f4128f23dc8\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.517}}, {\"77838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-03-14 01:58:13.000000+00:00\", \"2019-07-04 17:00:58.000000+00:00\", \"2022-10-10 09:16:21.000000+00:00\", \"2021-07-24 05:31:44.000000+00:00\"], \"session_ids\": [\"1685cd5c-3f0b-4114-be67-2c41c99ac039\", \"a281c985-02b5-4c58-977a-d11a6f2c2304\", \"e1976419-5e3e-4a08-ab50-d0747d851595\", \"eda05979-0e56-45ba-95d8-e545549383ef\"], \"total_duration\": 415.0, \"total_sessions\": 4, \"mean_week_duration\": 2.427}}, {\"64053\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-06 17:12:56.000000+00:00\", \"2023-01-20 02:44:41.000000+00:00\", \"2021-04-04 15:26:20.000000+00:00\", \"2020-05-30 18:42:56.000000+00:00\"], \"session_ids\": [\"05ff7f13-2f2d-426c-84e1-b401a2a0b981\", \"78501e38-9030-4744-8402-5f8db1a00648\", \"2f11f296-ed01-4729-a0e3-68dcbb8d9e10\", \"6b4cceaa-0e95-4bb6-81ef-78848d383ce3\"], \"total_duration\": 165.0, \"total_sessions\": 4, \"mean_week_duration\": 1.196}}, {\"48292\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-04-10 06:53:28.000000+00:00\", \"2023-01-05 20:36:20.000000+00:00\", \"2019-03-16 08:04:29.000000+00:00\", \"2020-09-18 09:30:22.000000+00:00\", \"2023-05-30 17:08:16.000000+00:00\", \"2019-04-27 04:13:25.000000+00:00\", \"2020-01-31 22:29:16.000000+00:00\", \"2019-09-19 06:33:33.000000+00:00\", \"2022-05-30 09:37:49.000000+00:00\"], \"session_ids\": [\"081e2f75-95fe-4aa6-bcf4-4782f64a2fcd\", \"39bce0a8-712d-4fe8-a8f0-d84de5ef1c1c\", \"8be17c42-dc57-49c4-8282-17c42bdfaccd\", \"35bd8ac3-0353-4b82-a4ca-6a1e74cf9691\", \"f30b3895-778f-4a9a-a259-c440db3fe8f8\", \"d263a7ae-0381-40b2-82a1-9fffdae5e252\", \"9d1d9386-fbfa-4afb-a330-cd61253f47d6\", \"b111561e-2cf0-46bd-8e16-d689b18140c9\", \"f77a1f00-9853-4a3d-98b1-03d3183cad16\"], \"total_duration\": 1093.0, \"total_sessions\": 9, \"mean_week_duration\": 4.968}}, {\"76280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-06 03:48:56.000000+00:00\", \"2019-08-27 08:54:23.000000+00:00\", \"2023-02-21 07:32:31.000000+00:00\", \"2023-03-26 10:38:04.000000+00:00\", \"2019-01-26 08:51:16.000000+00:00\", \"2019-11-26 20:12:34.000000+00:00\", \"2022-03-02 15:55:18.000000+00:00\", \"2023-04-08 06:19:57.000000+00:00\", \"2022-07-18 01:50:44.000000+00:00\"], \"session_ids\": [\"3ace6001-5b5d-4a13-9e74-491ce5b44e1a\", \"c93e4215-ee7a-4680-9b56-064fc1b42b1c\", \"aa1adf5b-ba8b-4ce2-a4c4-3361f2faf7ad\", \"53d0d8d6-060d-4186-b60d-502be44746d5\", \"a9bfd29d-fd9c-4ab9-9b78-9db6d7c0cb11\", \"0c85791a-cd80-4aa3-a5dd-7e7333893ea7\", \"22b9a8e8-5328-4fb0-8e09-1ca3edf566fc\", \"4d18667b-4364-4e7c-8378-64bb2d828e69\", \"bf9ba846-700a-4906-84d7-f90e8daf2c54\"], \"total_duration\": 4421.0, \"total_sessions\": 9, \"mean_week_duration\": 20.187}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"89672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-22 13:36:55.000000+00:00\", \"2021-04-06 07:48:28.000000+00:00\"], \"session_ids\": [\"49aa850f-9109-4845-b96d-a9fbd0b8fa9c\", \"a62238e1-88ec-4103-acec-0e6578f9d780\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 2.287}}, {\"74963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-18 16:41:05.000000+00:00\", \"2020-07-22 13:41:45.000000+00:00\", \"2022-09-07 13:30:13.000000+00:00\"], \"session_ids\": [\"d156c53b-6964-4263-9462-e14c48059f67\", \"2a5c4d18-42fa-4d87-a55e-9c2d45f6e799\", \"fd5c7edf-e3a2-467a-bb8e-6f4128f23dc8\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.517}}, {\"77838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-03-14 01:58:13.000000+00:00\", \"2019-07-04 17:00:58.000000+00:00\", \"2022-10-10 09:16:21.000000+00:00\", \"2021-07-24 05:31:44.000000+00:00\"], \"session_ids\": [\"1685cd5c-3f0b-4114-be67-2c41c99ac039\", \"a281c985-02b5-4c58-977a-d11a6f2c2304\", \"e1976419-5e3e-4a08-ab50-d0747d851595\", \"eda05979-0e56-45ba-95d8-e545549383ef\"], \"total_duration\": 415.0, \"total_sessions\": 4, \"mean_week_duration\": 2.427}}, {\"64053\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-06 17:12:56.000000+00:00\", \"2023-01-20 02:44:41.000000+00:00\", \"2021-04-04 15:26:20.000000+00:00\", \"2020-05-30 18:42:56.000000+00:00\"], \"session_ids\": [\"05ff7f13-2f2d-426c-84e1-b401a2a0b981\", \"78501e38-9030-4744-8402-5f8db1a00648\", \"2f11f296-ed01-4729-a0e3-68dcbb8d9e10\", \"6b4cceaa-0e95-4bb6-81ef-78848d383ce3\"], \"total_duration\": 165.0, \"total_sessions\": 4, \"mean_week_duration\": 1.196}}, {\"48292\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-04-10 06:53:28.000000+00:00\", \"2023-01-05 20:36:20.000000+00:00\", \"2019-03-16 08:04:29.000000+00:00\", \"2020-09-18 09:30:22.000000+00:00\", \"2023-05-30 17:08:16.000000+00:00\", \"2019-04-27 04:13:25.000000+00:00\", \"2020-01-31 22:29:16.000000+00:00\", \"2019-09-19 06:33:33.000000+00:00\", \"2022-05-30 09:37:49.000000+00:00\"], \"session_ids\": [\"081e2f75-95fe-4aa6-bcf4-4782f64a2fcd\", \"39bce0a8-712d-4fe8-a8f0-d84de5ef1c1c\", \"8be17c42-dc57-49c4-8282-17c42bdfaccd\", \"35bd8ac3-0353-4b82-a4ca-6a1e74cf9691\", \"f30b3895-778f-4a9a-a259-c440db3fe8f8\", \"d263a7ae-0381-40b2-82a1-9fffdae5e252\", \"9d1d9386-fbfa-4afb-a330-cd61253f47d6\", \"b111561e-2cf0-46bd-8e16-d689b18140c9\", \"f77a1f00-9853-4a3d-98b1-03d3183cad16\"], \"total_duration\": 1093.0, \"total_sessions\": 9, \"mean_week_duration\": 4.968}}, {\"76280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-06 03:48:56.000000+00:00\", \"2019-08-27 08:54:23.000000+00:00\", \"2023-02-21 07:32:31.000000+00:00\", \"2023-03-26 10:38:04.000000+00:00\", \"2019-01-26 08:51:16.000000+00:00\", \"2019-11-26 20:12:34.000000+00:00\", \"2022-03-02 15:55:18.000000+00:00\", \"2023-04-08 06:19:57.000000+00:00\", \"2022-07-18 01:50:44.000000+00:00\"], \"session_ids\": [\"3ace6001-5b5d-4a13-9e74-491ce5b44e1a\", \"c93e4215-ee7a-4680-9b56-064fc1b42b1c\", \"aa1adf5b-ba8b-4ce2-a4c4-3361f2faf7ad\", \"53d0d8d6-060d-4186-b60d-502be44746d5\", \"a9bfd29d-fd9c-4ab9-9b78-9db6d7c0cb11\", \"0c85791a-cd80-4aa3-a5dd-7e7333893ea7\", \"22b9a8e8-5328-4fb0-8e09-1ca3edf566fc\", \"4d18667b-4364-4e7c-8378-64bb2d828e69\", \"bf9ba846-700a-4906-84d7-f90e8daf2c54\"], \"total_duration\": 4421.0, \"total_sessions\": 9, \"mean_week_duration\": 20.187}}]\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[{\"89672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-22 13:36:55.000000+00:00\", \"2021-04-06 07:48:28.000000+00:00\"], \"session_ids\": [\"49aa850f-9109-4845-b96d-a9fbd0b8fa9c\", \"a62238e1-88ec-4103-acec-0e6578f9d780\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 2.287}}, {\"74963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-18 16:41:05.000000+00:00\", \"2020-07-22 13:41:45.000000+00:00\", \"2022-09-07 13:30:13.000000+00:00\"], \"session_ids\": [\"d156c53b-6964-4263-9462-e14c48059f67\", \"2a5c4d18-42fa-4d87-a55e-9c2d45f6e799\", \"fd5c7edf-e3a2-467a-bb8e-6f4128f23dc8\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.517}}, {\"77838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-03-14 01:58:13.000000+00:00\", \"2019-07-04 17:00:58.000000+00:00\", \"2022-10-10 09:16:21.000000+00:00\", \"2021-07-24 05:31:44.000000+00:00\"], \"session_ids\": [\"1685cd5c-3f0b-4114-be67-2c41c99ac039\", \"a281c985-02b5-4c58-977a-d11a6f2c2304\", \"e1976419-5e3e-4a08-ab50-d0747d851595\", \"eda05979-0e56-45ba-95d8-e545549383ef\"], \"total_duration\": 415.0, \"total_sessions\": 4, \"mean_week_duration\": 2.427}}, {\"64053\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-06 17:12:56.000000+00:00\", \"2023-01-20 02:44:41.000000+00:00\", \"2021-04-04 15:26:20.000000+00:00\", \"2020-05-30 18:42:56.000000+00:00\"], \"session_ids\": [\"05ff7f13-2f2d-426c-84e1-b401a2a0b981\", \"78501e38-9030-4744-8402-5f8db1a00648\", \"2f11f296-ed01-4729-a0e3-68dcbb8d9e10\", \"6b4cceaa-0e95-4bb6-81ef-78848d383ce3\"], \"total_duration\": 165.0, \"total_sessions\": 4, \"mean_week_duration\": 1.196}}, {\"48292\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-04-10 06:53:28.000000+00:00\", \"2023-01-05 20:36:20.000000+00:00\", \"2019-03-16 08:04:29.000000+00:00\", \"2020-09-18 09:30:22.000000+00:00\", \"2023-05-30 17:08:16.000000+00:00\", \"2019-04-27 04:13:25.000000+00:00\", \"2020-01-31 22:29:16.000000+00:00\", \"2019-09-19 06:33:33.000000+00:00\", \"2022-05-30 09:37:49.000000+00:00\"], \"session_ids\": [\"081e2f75-95fe-4aa6-bcf4-4782f64a2fcd\", \"39bce0a8-712d-4fe8-a8f0-d84de5ef1c1c\", \"8be17c42-dc57-49c4-8282-17c42bdfaccd\", \"35bd8ac3-0353-4b82-a4ca-6a1e74cf9691\", \"f30b3895-778f-4a9a-a259-c440db3fe8f8\", \"d263a7ae-0381-40b2-82a1-9fffdae5e252\", \"9d1d9386-fbfa-4afb-a330-cd61253f47d6\", \"b111561e-2cf0-46bd-8e16-d689b18140c9\", \"f77a1f00-9853-4a3d-98b1-03d3183cad16\"], \"total_duration\": 1093.0, \"total_sessions\": 9, \"mean_week_duration\": 4.968}}, {\"76280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-06 03:48:56.000000+00:00\", \"2019-08-27 08:54:23.000000+00:00\", \"2023-02-21 07:32:31.000000+00:00\", \"2023-03-26 10:38:04.000000+00:00\", \"2019-01-26 08:51:16.000000+00:00\", \"2019-11-26 20:12:34.000000+00:00\", \"2022-03-02 15:55:18.000000+00:00\", \"2023-04-08 06:19:57.000000+00:00\", \"2022-07-18 01:50:44.000000+00:00\"], \"session_ids\": [\"3ace6001-5b5d-4a13-9e74-491ce5b44e1a\", \"c93e4215-ee7a-4680-9b56-064fc1b42b1c\", \"aa1adf5b-ba8b-4ce2-a4c4-3361f2faf7ad\", \"53d0d8d6-060d-4186-b60d-502be44746d5\", \"a9bfd29d-fd9c-4ab9-9b78-9db6d7c0cb11\", \"0c85791a-cd80-4aa3-a5dd-7e7333893ea7\", \"22b9a8e8-5328-4fb0-8e09-1ca3edf566fc\", \"4d18667b-4364-4e7c-8378-64bb2d828e69\", \"bf9ba846-700a-4906-84d7-f90e8daf2c54\"], \"total_duration\": 4421.0, \"total_sessions\": 9, \"mean_week_duration\": 20.187}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 2 users with a total time using the app that is above 1126 and below 3679, exclusive 1126 additionaly implement sorting by overall quantity of sessions desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-20 04:33:27.000000+00:00\", \"2023-05-19 01:05:29.000000+00:00\"], \"session_ids\": [\"6eb94051-6774-4e7a-b434-6254e04ca7fc\", \"e88511f8-8137-4c61-8c5a-72173d0aa7a0\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 2.455}, \"9041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-31 10:33:53.000000+00:00\", \"2022-03-12 00:55:15.000000+00:00\"], \"session_ids\": [\"7f9ed71c-50b7-4b3e-b676-bd4c2d0df539\", \"3167aa81-00ca-4b98-9dc4-9f8f5999749a\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 7.684}, \"15519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-24 18:53:55.000000+00:00\", \"2022-10-20 05:33:42.000000+00:00\", \"2019-04-30 09:17:13.000000+00:00\", \"2023-04-08 11:44:38.000000+00:00\", \"2022-03-17 07:33:57.000000+00:00\", \"2022-12-15 08:01:52.000000+00:00\", \"2019-05-06 17:07:03.000000+00:00\"], \"session_ids\": [\"5a2759f2-722b-4caf-a383-891c2b3a868c\", \"357027c6-936d-4370-8b2b-b9211d8233d9\", \"1a3946d5-219c-4b2e-8fc5-724cbd736d7a\", \"78e48332-4c75-486b-ad9d-c7befeae5210\", \"1a70c2d4-bc54-4d39-8b8e-92f516ac6041\", \"566211ab-c54b-4b72-905e-2147cfd9fa9c\", \"61841237-66c8-4517-b332-2044f9446b9e\"], \"total_duration\": 1558.0, \"total_sessions\": 7, \"mean_week_duration\": 7.563}, \"94838\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-01-03 00:27:05.000000+00:00\", \"2019-05-14 12:22:26.000000+00:00\", \"2020-10-14 10:16:02.000000+00:00\", \"2021-03-26 23:02:58.000000+00:00\", \"2021-02-22 06:31:01.000000+00:00\"], \"session_ids\": [\"cc9dcdb2-a6c0-4716-9e91-8ae7748c7a2c\", \"f37cb3c1-4663-46de-b9a9-40420ae46c82\", \"05027e52-fceb-4994-ab4a-549022d23f47\", \"cfbeb512-b05e-4b58-b96b-e720a78f458e\", \"efed8fbd-f973-4aca-b799-d1ae5cc91d54\"], \"total_duration\": 83.0, \"total_sessions\": 5, \"mean_week_duration\": 0.437}, \"62940\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-12-31 18:08:33.000000+00:00\", \"2019-05-04 23:13:57.000000+00:00\", \"2021-04-21 15:09:35.000000+00:00\", \"2020-11-19 21:22:43.000000+00:00\"], \"session_ids\": [\"12ac1f6a-ee8d-412f-b29f-3a486736bc78\", \"523a307e-9354-44e4-8d6d-5a4e1cac9722\", \"46532c26-c3e7-48f8-b94c-7adeaf44381e\", \"43368c13-a39e-46be-b7f2-a7664bbfc721\"], \"total_duration\": 2093.0, \"total_sessions\": 4, \"mean_week_duration\": 15.058}, \"1475\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-12 18:25:38.000000+00:00\", \"2021-04-21 11:30:35.000000+00:00\"], \"session_ids\": [\"ac93dcc5-900b-45ca-bd3d-c41b37501fe6\", \"3f4a9c6b-67aa-4319-a6ba-8d44911be889\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.452}, \"28485\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-01-30 01:58:01.000000+00:00\", \"2019-04-16 02:26:09.000000+00:00\", \"2020-05-21 21:54:53.000000+00:00\"], \"session_ids\": [\"d90653b4-4e49-4e88-8a4b-548808ff2645\", \"5ddacfe3-18d1-474c-899e-e17d9b1ac768\", \"fa8c0240-7273-4d25-8258-b6062ab54a25\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.377}, \"15163\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-25 08:19:56.000000+00:00\", \"2019-06-10 06:47:51.000000+00:00\"], \"session_ids\": [\"adb05af8-7765-42b0-8cc5-e83697a425fa\", \"9e2ea4e3-88a9-4c18-95c0-a579877a26cb\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.12}, \"36011\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-25 11:17:12.000000+00:00\", \"2022-07-30 07:13:24.000000+00:00\"], \"session_ids\": [\"5f8afbb4-6a81-4e9a-bcbf-808560224a50\", \"ad2d698c-647e-47cf-9d18-8dcc267fa8c9\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.39}, \"87885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-06-23 11:35:46.000000+00:00\", \"2020-12-31 05:02:40.000000+00:00\", \"2021-03-09 11:03:45.000000+00:00\"], \"session_ids\": [\"48b525e1-49e1-461c-97c3-df6e7fa52dc2\", \"39b1f5f1-9dcd-4a7a-870d-a557504e9bbc\", \"c3665993-5cda-4b55-9663-aca8671b4597\"], \"total_duration\": 424.0, \"total_sessions\": 3, \"mean_week_duration\": 4.711}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 1126 and are equal or less than 3679"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1126, 3679]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-24 18:53:55.000000+00:00\", \"2022-10-20 05:33:42.000000+00:00\", \"2019-04-30 09:17:13.000000+00:00\", \"2023-04-08 11:44:38.000000+00:00\", \"2022-03-17 07:33:57.000000+00:00\", \"2022-12-15 08:01:52.000000+00:00\", \"2019-05-06 17:07:03.000000+00:00\"], \"session_ids\": [\"5a2759f2-722b-4caf-a383-891c2b3a868c\", \"357027c6-936d-4370-8b2b-b9211d8233d9\", \"1a3946d5-219c-4b2e-8fc5-724cbd736d7a\", \"78e48332-4c75-486b-ad9d-c7befeae5210\", \"1a70c2d4-bc54-4d39-8b8e-92f516ac6041\", \"566211ab-c54b-4b72-905e-2147cfd9fa9c\", \"61841237-66c8-4517-b332-2044f9446b9e\"], \"total_duration\": 1558.0, \"total_sessions\": 7, \"mean_week_duration\": 7.563}, \"62940\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-12-31 18:08:33.000000+00:00\", \"2019-05-04 23:13:57.000000+00:00\", \"2021-04-21 15:09:35.000000+00:00\", \"2020-11-19 21:22:43.000000+00:00\"], \"session_ids\": [\"12ac1f6a-ee8d-412f-b29f-3a486736bc78\", \"523a307e-9354-44e4-8d6d-5a4e1cac9722\", \"46532c26-c3e7-48f8-b94c-7adeaf44381e\", \"43368c13-a39e-46be-b7f2-a7664bbfc721\"], \"total_duration\": 2093.0, \"total_sessions\": 4, \"mean_week_duration\": 15.058}}\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[{\"15519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-24 18:53:55.000000+00:00\", \"2022-10-20 05:33:42.000000+00:00\", \"2019-04-30 09:17:13.000000+00:00\", \"2023-04-08 11:44:38.000000+00:00\", \"2022-03-17 07:33:57.000000+00:00\", \"2022-12-15 08:01:52.000000+00:00\", \"2019-05-06 17:07:03.000000+00:00\"], \"session_ids\": [\"5a2759f2-722b-4caf-a383-891c2b3a868c\", \"357027c6-936d-4370-8b2b-b9211d8233d9\", \"1a3946d5-219c-4b2e-8fc5-724cbd736d7a\", \"78e48332-4c75-486b-ad9d-c7befeae5210\", \"1a70c2d4-bc54-4d39-8b8e-92f516ac6041\", \"566211ab-c54b-4b72-905e-2147cfd9fa9c\", \"61841237-66c8-4517-b332-2044f9446b9e\"], \"total_duration\": 1558.0, \"total_sessions\": 7, \"mean_week_duration\": 7.563}}, {\"62940\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-12-31 18:08:33.000000+00:00\", \"2019-05-04 23:13:57.000000+00:00\", \"2021-04-21 15:09:35.000000+00:00\", \"2020-11-19 21:22:43.000000+00:00\"], \"session_ids\": [\"12ac1f6a-ee8d-412f-b29f-3a486736bc78\", \"523a307e-9354-44e4-8d6d-5a4e1cac9722\", \"46532c26-c3e7-48f8-b94c-7adeaf44381e\", \"43368c13-a39e-46be-b7f2-a7664bbfc721\"], \"total_duration\": 2093.0, \"total_sessions\": 4, \"mean_week_duration\": 15.058}}]\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[{\"15519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-24 18:53:55.000000+00:00\", \"2022-10-20 05:33:42.000000+00:00\", \"2019-04-30 09:17:13.000000+00:00\", \"2023-04-08 11:44:38.000000+00:00\", \"2022-03-17 07:33:57.000000+00:00\", \"2022-12-15 08:01:52.000000+00:00\", \"2019-05-06 17:07:03.000000+00:00\"], \"session_ids\": [\"5a2759f2-722b-4caf-a383-891c2b3a868c\", \"357027c6-936d-4370-8b2b-b9211d8233d9\", \"1a3946d5-219c-4b2e-8fc5-724cbd736d7a\", \"78e48332-4c75-486b-ad9d-c7befeae5210\", \"1a70c2d4-bc54-4d39-8b8e-92f516ac6041\", \"566211ab-c54b-4b72-905e-2147cfd9fa9c\", \"61841237-66c8-4517-b332-2044f9446b9e\"], \"total_duration\": 1558.0, \"total_sessions\": 7, \"mean_week_duration\": 7.563}}, {\"62940\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-12-31 18:08:33.000000+00:00\", \"2019-05-04 23:13:57.000000+00:00\", \"2021-04-21 15:09:35.000000+00:00\", \"2020-11-19 21:22:43.000000+00:00\"], \"session_ids\": [\"12ac1f6a-ee8d-412f-b29f-3a486736bc78\", \"523a307e-9354-44e4-8d6d-5a4e1cac9722\", \"46532c26-c3e7-48f8-b94c-7adeaf44381e\", \"43368c13-a39e-46be-b7f2-a7664bbfc721\"], \"total_duration\": 2093.0, \"total_sessions\": 4, \"mean_week_duration\": 15.058}}]\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[{\"15519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-24 18:53:55.000000+00:00\", \"2022-10-20 05:33:42.000000+00:00\", \"2019-04-30 09:17:13.000000+00:00\", \"2023-04-08 11:44:38.000000+00:00\", \"2022-03-17 07:33:57.000000+00:00\", \"2022-12-15 08:01:52.000000+00:00\", \"2019-05-06 17:07:03.000000+00:00\"], \"session_ids\": [\"5a2759f2-722b-4caf-a383-891c2b3a868c\", \"357027c6-936d-4370-8b2b-b9211d8233d9\", \"1a3946d5-219c-4b2e-8fc5-724cbd736d7a\", \"78e48332-4c75-486b-ad9d-c7befeae5210\", \"1a70c2d4-bc54-4d39-8b8e-92f516ac6041\", \"566211ab-c54b-4b72-905e-2147cfd9fa9c\", \"61841237-66c8-4517-b332-2044f9446b9e\"], \"total_duration\": 1558.0, \"total_sessions\": 7, \"mean_week_duration\": 7.563}}, {\"62940\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-12-31 18:08:33.000000+00:00\", \"2019-05-04 23:13:57.000000+00:00\", \"2021-04-21 15:09:35.000000+00:00\", \"2020-11-19 21:22:43.000000+00:00\"], \"session_ids\": [\"12ac1f6a-ee8d-412f-b29f-3a486736bc78\", \"523a307e-9354-44e4-8d6d-5a4e1cac9722\", \"46532c26-c3e7-48f8-b94c-7adeaf44381e\", \"43368c13-a39e-46be-b7f2-a7664bbfc721\"], \"total_duration\": 2093.0, \"total_sessions\": 4, \"mean_week_duration\": 15.058}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 6 users who have the biggest value of sum of sessions , and carry out sorting by median of duration of sessions per week descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-12 05:53:52.000000+00:00\", \"2021-11-25 14:41:12.000000+00:00\"], \"session_ids\": [\"a30c7056-26e3-4925-b4be-f448b6a41426\", \"f378ea71-b3cf-42e2-baf5-2f134882590a\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.837}, \"34798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-12 07:45:58.000000+00:00\", \"2023-04-23 15:54:01.000000+00:00\"], \"session_ids\": [\"d2f2a21d-d98e-4591-9e3a-a4faca21de58\", \"6851eaac-8fa5-448e-b6b6-9d6651712af0\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.99}, \"46011\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-01-08 15:02:05.000000+00:00\", \"2019-04-09 06:58:10.000000+00:00\"], \"session_ids\": [\"bbd35837-4447-4a91-ba12-0319d6f4c6d3\", \"0cab7019-02df-4fbb-87a7-4707e51fe39b\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.6}, \"4835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-22 07:55:56.000000+00:00\", \"2021-03-09 15:09:50.000000+00:00\"], \"session_ids\": [\"ac9409bf-4a6c-4b00-bf4e-62fd0a4b08f3\", \"7691e95a-6f67-4db4-aca9-f9e9b631cc85\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 7.714}, \"16569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-04 22:39:45.000000+00:00\", \"2021-06-27 19:53:03.000000+00:00\"], \"session_ids\": [\"05e4987a-b0de-40ed-b6f8-34cc2b8c1472\", \"1862641f-e97e-4f52-b709-86d523a5a097\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 6.953}, \"34327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-07 12:27:58.000000+00:00\", \"2019-12-18 16:00:46.000000+00:00\"], \"session_ids\": [\"529031d7-bed9-4de5-81b7-da8d9b4695f0\", \"87fbe809-f24d-466b-8de6-edb248aa3bfe\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 201.5}, \"35398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-08-04 17:52:12.000000+00:00\", \"2022-10-28 16:17:55.000000+00:00\"], \"session_ids\": [\"86761dd9-12b5-4183-aca6-84e0ab999af6\", \"9a7ff60b-3626-497d-97e7-2ef31c63f222\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.897}, \"71679\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-08 00:02:21.000000+00:00\", \"2020-10-24 05:44:36.000000+00:00\"], \"session_ids\": [\"2ba7ebda-a2d2-4b45-a113-5a9c00eec971\", \"bb5f728e-ef7d-4cff-9dc0-c73ea8bd3ece\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}, \"80486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 10, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-06-15 12:03:48.000000+00:00\", \"2021-09-30 04:01:01.000000+00:00\"], \"session_ids\": [\"c60ebeff-c843-40ef-b07b-3a15db3401be\", \"2d2cc57f-ba00-4c17-9d1d-f2f717499fa9\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.309}, \"74133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-25 04:54:01.000000+00:00\", \"2020-05-31 17:37:48.000000+00:00\", \"2022-06-20 20:43:01.000000+00:00\", \"2023-05-26 09:39:50.000000+00:00\", \"2019-12-05 07:28:56.000000+00:00\", \"2019-12-13 11:10:42.000000+00:00\", \"2020-09-02 07:10:43.000000+00:00\", \"2023-05-29 13:16:24.000000+00:00\", \"2023-01-22 09:33:53.000000+00:00\"], \"session_ids\": [\"a7569145-7413-4aa1-b068-e6ed2d996e05\", \"52151608-99ba-4551-824d-cdd01b5bcb5a\", \"1cae0934-ea70-40f7-baaf-494e2b967ae2\", \"6fe97c87-a66a-4c99-9fef-081850c220f4\", \"4c4775dc-0407-4a64-b4fd-f51626c918f2\", \"8de7c0a1-46db-40f9-9d80-eae7e39dbf52\", \"942f4b76-1049-4501-9f5c-215f39c2724b\", \"ed7eebb1-e0be-4c8e-ac53-3e6b6e25b33b\", \"9e528daf-aba7-47c7-b01a-e689590f51df\"], \"total_duration\": 3380.0, \"total_sessions\": 9, \"mean_week_duration\": 15.794}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 6 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-25 04:54:01.000000+00:00\", \"2020-05-31 17:37:48.000000+00:00\", \"2022-06-20 20:43:01.000000+00:00\", \"2023-05-26 09:39:50.000000+00:00\", \"2019-12-05 07:28:56.000000+00:00\", \"2019-12-13 11:10:42.000000+00:00\", \"2020-09-02 07:10:43.000000+00:00\", \"2023-05-29 13:16:24.000000+00:00\", \"2023-01-22 09:33:53.000000+00:00\"], \"session_ids\": [\"a7569145-7413-4aa1-b068-e6ed2d996e05\", \"52151608-99ba-4551-824d-cdd01b5bcb5a\", \"1cae0934-ea70-40f7-baaf-494e2b967ae2\", \"6fe97c87-a66a-4c99-9fef-081850c220f4\", \"4c4775dc-0407-4a64-b4fd-f51626c918f2\", \"8de7c0a1-46db-40f9-9d80-eae7e39dbf52\", \"942f4b76-1049-4501-9f5c-215f39c2724b\", \"ed7eebb1-e0be-4c8e-ac53-3e6b6e25b33b\", \"9e528daf-aba7-47c7-b01a-e689590f51df\"], \"total_duration\": 3380.0, \"total_sessions\": 9, \"mean_week_duration\": 15.794}}, {\"33461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-12 05:53:52.000000+00:00\", \"2021-11-25 14:41:12.000000+00:00\"], \"session_ids\": [\"a30c7056-26e3-4925-b4be-f448b6a41426\", \"f378ea71-b3cf-42e2-baf5-2f134882590a\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.837}}, {\"34798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-12 07:45:58.000000+00:00\", \"2023-04-23 15:54:01.000000+00:00\"], \"session_ids\": [\"d2f2a21d-d98e-4591-9e3a-a4faca21de58\", \"6851eaac-8fa5-448e-b6b6-9d6651712af0\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.99}}, {\"46011\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-01-08 15:02:05.000000+00:00\", \"2019-04-09 06:58:10.000000+00:00\"], \"session_ids\": [\"bbd35837-4447-4a91-ba12-0319d6f4c6d3\", \"0cab7019-02df-4fbb-87a7-4707e51fe39b\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.6}}, {\"4835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-22 07:55:56.000000+00:00\", \"2021-03-09 15:09:50.000000+00:00\"], \"session_ids\": [\"ac9409bf-4a6c-4b00-bf4e-62fd0a4b08f3\", \"7691e95a-6f67-4db4-aca9-f9e9b631cc85\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 7.714}}, {\"16569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-04 22:39:45.000000+00:00\", \"2021-06-27 19:53:03.000000+00:00\"], \"session_ids\": [\"05e4987a-b0de-40ed-b6f8-34cc2b8c1472\", \"1862641f-e97e-4f52-b709-86d523a5a097\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 6.953}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-25 04:54:01.000000+00:00\", \"2020-05-31 17:37:48.000000+00:00\", \"2022-06-20 20:43:01.000000+00:00\", \"2023-05-26 09:39:50.000000+00:00\", \"2019-12-05 07:28:56.000000+00:00\", \"2019-12-13 11:10:42.000000+00:00\", \"2020-09-02 07:10:43.000000+00:00\", \"2023-05-29 13:16:24.000000+00:00\", \"2023-01-22 09:33:53.000000+00:00\"], \"session_ids\": [\"a7569145-7413-4aa1-b068-e6ed2d996e05\", \"52151608-99ba-4551-824d-cdd01b5bcb5a\", \"1cae0934-ea70-40f7-baaf-494e2b967ae2\", \"6fe97c87-a66a-4c99-9fef-081850c220f4\", \"4c4775dc-0407-4a64-b4fd-f51626c918f2\", \"8de7c0a1-46db-40f9-9d80-eae7e39dbf52\", \"942f4b76-1049-4501-9f5c-215f39c2724b\", \"ed7eebb1-e0be-4c8e-ac53-3e6b6e25b33b\", \"9e528daf-aba7-47c7-b01a-e689590f51df\"], \"total_duration\": 3380.0, \"total_sessions\": 9, \"mean_week_duration\": 15.794}}, {\"4835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-22 07:55:56.000000+00:00\", \"2021-03-09 15:09:50.000000+00:00\"], \"session_ids\": [\"ac9409bf-4a6c-4b00-bf4e-62fd0a4b08f3\", \"7691e95a-6f67-4db4-aca9-f9e9b631cc85\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 7.714}}, {\"16569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-04 22:39:45.000000+00:00\", \"2021-06-27 19:53:03.000000+00:00\"], \"session_ids\": [\"05e4987a-b0de-40ed-b6f8-34cc2b8c1472\", \"1862641f-e97e-4f52-b709-86d523a5a097\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 6.953}}, {\"46011\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-01-08 15:02:05.000000+00:00\", \"2019-04-09 06:58:10.000000+00:00\"], \"session_ids\": [\"bbd35837-4447-4a91-ba12-0319d6f4c6d3\", \"0cab7019-02df-4fbb-87a7-4707e51fe39b\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.6}}, {\"33461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-12 05:53:52.000000+00:00\", \"2021-11-25 14:41:12.000000+00:00\"], \"session_ids\": [\"a30c7056-26e3-4925-b4be-f448b6a41426\", \"f378ea71-b3cf-42e2-baf5-2f134882590a\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.837}}, {\"34798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-12 07:45:58.000000+00:00\", \"2023-04-23 15:54:01.000000+00:00\"], \"session_ids\": [\"d2f2a21d-d98e-4591-9e3a-a4faca21de58\", \"6851eaac-8fa5-448e-b6b6-9d6651712af0\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.99}}]\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[{\"74133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-25 04:54:01.000000+00:00\", \"2020-05-31 17:37:48.000000+00:00\", \"2022-06-20 20:43:01.000000+00:00\", \"2023-05-26 09:39:50.000000+00:00\", \"2019-12-05 07:28:56.000000+00:00\", \"2019-12-13 11:10:42.000000+00:00\", \"2020-09-02 07:10:43.000000+00:00\", \"2023-05-29 13:16:24.000000+00:00\", \"2023-01-22 09:33:53.000000+00:00\"], \"session_ids\": [\"a7569145-7413-4aa1-b068-e6ed2d996e05\", \"52151608-99ba-4551-824d-cdd01b5bcb5a\", \"1cae0934-ea70-40f7-baaf-494e2b967ae2\", \"6fe97c87-a66a-4c99-9fef-081850c220f4\", \"4c4775dc-0407-4a64-b4fd-f51626c918f2\", \"8de7c0a1-46db-40f9-9d80-eae7e39dbf52\", \"942f4b76-1049-4501-9f5c-215f39c2724b\", \"ed7eebb1-e0be-4c8e-ac53-3e6b6e25b33b\", \"9e528daf-aba7-47c7-b01a-e689590f51df\"], \"total_duration\": 3380.0, \"total_sessions\": 9, \"mean_week_duration\": 15.794}}, {\"4835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-22 07:55:56.000000+00:00\", \"2021-03-09 15:09:50.000000+00:00\"], \"session_ids\": [\"ac9409bf-4a6c-4b00-bf4e-62fd0a4b08f3\", \"7691e95a-6f67-4db4-aca9-f9e9b631cc85\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 7.714}}, {\"16569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-04 22:39:45.000000+00:00\", \"2021-06-27 19:53:03.000000+00:00\"], \"session_ids\": [\"05e4987a-b0de-40ed-b6f8-34cc2b8c1472\", \"1862641f-e97e-4f52-b709-86d523a5a097\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 6.953}}, {\"46011\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-01-08 15:02:05.000000+00:00\", \"2019-04-09 06:58:10.000000+00:00\"], \"session_ids\": [\"bbd35837-4447-4a91-ba12-0319d6f4c6d3\", \"0cab7019-02df-4fbb-87a7-4707e51fe39b\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.6}}, {\"33461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-12 05:53:52.000000+00:00\", \"2021-11-25 14:41:12.000000+00:00\"], \"session_ids\": [\"a30c7056-26e3-4925-b4be-f448b6a41426\", \"f378ea71-b3cf-42e2-baf5-2f134882590a\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.837}}, {\"34798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-12 07:45:58.000000+00:00\", \"2023-04-23 15:54:01.000000+00:00\"], \"session_ids\": [\"d2f2a21d-d98e-4591-9e3a-a4faca21de58\", \"6851eaac-8fa5-448e-b6b6-9d6651712af0\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.99}}]\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[{\"74133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-25 04:54:01.000000+00:00\", \"2020-05-31 17:37:48.000000+00:00\", \"2022-06-20 20:43:01.000000+00:00\", \"2023-05-26 09:39:50.000000+00:00\", \"2019-12-05 07:28:56.000000+00:00\", \"2019-12-13 11:10:42.000000+00:00\", \"2020-09-02 07:10:43.000000+00:00\", \"2023-05-29 13:16:24.000000+00:00\", \"2023-01-22 09:33:53.000000+00:00\"], \"session_ids\": [\"a7569145-7413-4aa1-b068-e6ed2d996e05\", \"52151608-99ba-4551-824d-cdd01b5bcb5a\", \"1cae0934-ea70-40f7-baaf-494e2b967ae2\", \"6fe97c87-a66a-4c99-9fef-081850c220f4\", \"4c4775dc-0407-4a64-b4fd-f51626c918f2\", \"8de7c0a1-46db-40f9-9d80-eae7e39dbf52\", \"942f4b76-1049-4501-9f5c-215f39c2724b\", \"ed7eebb1-e0be-4c8e-ac53-3e6b6e25b33b\", \"9e528daf-aba7-47c7-b01a-e689590f51df\"], \"total_duration\": 3380.0, \"total_sessions\": 9, \"mean_week_duration\": 15.794}}, {\"4835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-22 07:55:56.000000+00:00\", \"2021-03-09 15:09:50.000000+00:00\"], \"session_ids\": [\"ac9409bf-4a6c-4b00-bf4e-62fd0a4b08f3\", \"7691e95a-6f67-4db4-aca9-f9e9b631cc85\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 7.714}}, {\"16569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-04 22:39:45.000000+00:00\", \"2021-06-27 19:53:03.000000+00:00\"], \"session_ids\": [\"05e4987a-b0de-40ed-b6f8-34cc2b8c1472\", \"1862641f-e97e-4f52-b709-86d523a5a097\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 6.953}}, {\"46011\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-01-08 15:02:05.000000+00:00\", \"2019-04-09 06:58:10.000000+00:00\"], \"session_ids\": [\"bbd35837-4447-4a91-ba12-0319d6f4c6d3\", \"0cab7019-02df-4fbb-87a7-4707e51fe39b\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.6}}, {\"33461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-12 05:53:52.000000+00:00\", \"2021-11-25 14:41:12.000000+00:00\"], \"session_ids\": [\"a30c7056-26e3-4925-b4be-f448b6a41426\", \"f378ea71-b3cf-42e2-baf5-2f134882590a\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.837}}, {\"34798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-12 07:45:58.000000+00:00\", \"2023-04-23 15:54:01.000000+00:00\"], \"session_ids\": [\"d2f2a21d-d98e-4591-9e3a-a4faca21de58\", \"6851eaac-8fa5-448e-b6b6-9d6651712af0\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.99}}]\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 8 users who aren't residents of cities Paris, Reykjavik, Bogota, Dubai, San Juan, Buenos Aires, Copenhagen, Sydney also perform sorting by total amount of duration form the lowest to the highest."
}
] |
[
{
"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{\"59031\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-17 20:36:17.000000+00:00\", \"2021-02-17 13:28:21.000000+00:00\", \"2020-01-20 16:36:07.000000+00:00\"], \"session_ids\": [\"b9844621-5c0e-40c0-9107-7334d591ffd0\", \"26b94959-c95b-4a78-8b69-f39d0fedf0f3\", \"21e30cbe-0388-4feb-b636-c56dc9c49688\"], \"total_duration\": 356.0, \"total_sessions\": 3, \"mean_week_duration\": 3.87}, \"9795\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-24 21:00:26.000000+00:00\", \"2020-04-25 05:31:23.000000+00:00\", \"2019-10-03 19:15:41.000000+00:00\"], \"session_ids\": [\"3ac3e1c3-e508-4a2d-bfb8-7cbf2a4f8616\", \"d19f5a4c-d8ab-45b6-80a6-ace62de73c5e\", \"dfd4454b-7ae6-403d-aed2-1f200bb704f9\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.544}, \"60383\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-03-28 08:53:36.000000+00:00\", \"2021-10-19 09:24:08.000000+00:00\", \"2020-05-05 14:53:44.000000+00:00\", \"2019-01-02 00:12:53.000000+00:00\", \"2019-04-25 23:40:13.000000+00:00\", \"2023-03-13 18:28:00.000000+00:00\", \"2020-03-08 12:54:45.000000+00:00\", \"2022-05-04 03:28:15.000000+00:00\", \"2021-12-22 19:57:17.000000+00:00\", \"2020-05-26 21:28:26.000000+00:00\"], \"session_ids\": [\"a238c749-6db1-4b29-99d8-46bc7c44b06b\", \"18bb1f7b-3a7c-428d-8f25-c38190149b5c\", \"7f8aeb5a-b702-4dbd-9648-1123caad3c05\", \"c688a884-0154-4fea-af26-f2a246c15152\", \"51417535-fd9b-4f77-81db-eb5634585f68\", \"3f9c685f-fa24-40af-a2df-65cf7164cdae\", \"2329b8fc-8aee-4455-862b-2e03495a400e\", \"09404b7b-a5da-48d7-aea2-0ac91751f4c7\", \"d4c4afe0-1c2a-42aa-9a04-6d2c3627df2f\", \"f5f183a1-9d22-410d-b342-5f3f3a2164f2\"], \"total_duration\": 7214.0, \"total_sessions\": 10, \"mean_week_duration\": 32.941}, \"63831\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-03-08 18:30:29.000000+00:00\", \"2021-01-02 09:25:58.000000+00:00\", \"2021-01-16 04:47:50.000000+00:00\"], \"session_ids\": [\"93f79d52-76b0-4a93-ad23-80a8e6d919e6\", \"3b922dce-8b3b-4a2e-9983-ba64d88831a5\", \"d7bd3cba-7632-4be3-a0d1-31a05a9e428e\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 14.956}, \"61822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-23 18:03:45.000000+00:00\", \"2019-01-25 15:19:15.000000+00:00\"], \"session_ids\": [\"a609f20f-df70-4fe2-8136-dde783ce6c7f\", \"7cada488-a639-4896-989c-af2647170f8c\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.487}, \"21955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-30 23:51:02.000000+00:00\", \"2019-05-19 04:43:45.000000+00:00\", \"2023-04-11 19:39:09.000000+00:00\"], \"session_ids\": [\"bb7266ac-e27d-47dd-a4a1-95e3a945374b\", \"5725cf07-8d3c-4dd6-9820-c7a0f0066b9c\", \"5cf9edb0-d24a-4f81-a063-b99fbeb4ca9e\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.069}, \"18687\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-02 01:03:24.000000+00:00\", \"2019-09-20 19:32:28.000000+00:00\", \"2021-01-22 17:07:35.000000+00:00\", \"2022-01-05 02:15:08.000000+00:00\", \"2021-07-18 03:48:28.000000+00:00\", \"2019-05-04 05:35:54.000000+00:00\", \"2023-03-02 15:01:26.000000+00:00\"], \"session_ids\": [\"27569e88-1129-4c07-9f1f-ad525e394236\", \"7ef332fc-c3cb-4de4-be02-8c9d06fd4076\", \"8565e509-c330-4734-89f7-599af60db691\", \"f0a5f8c3-f74b-47ee-8ded-375a3791994c\", \"907012a7-2cdd-48b1-9256-ffdac4dcf28c\", \"9e7f8902-9e02-41c5-aa26-561c01d5d458\", \"1263c0a7-cbc4-400d-bc9e-869cf24f011c\"], \"total_duration\": 4462.0, \"total_sessions\": 7, \"mean_week_duration\": 22.31}, \"58689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-01 23:05:53.000000+00:00\", \"2021-12-09 10:42:56.000000+00:00\"], \"session_ids\": [\"3963df11-52ca-4e3e-991a-51637f708811\", \"4a0a0da0-10c1-4de4-958d-92145b7a6316\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.617}, \"38960\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-29 10:56:44.000000+00:00\", \"2022-12-11 18:58:09.000000+00:00\"], \"session_ids\": [\"a76faf3a-c7f9-447b-9fdb-5bdd91e3dd7c\", \"a36643c9-7fc7-4517-b5ef-95cecb988743\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}, \"20341\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-27 05:53:47.000000+00:00\", \"2023-06-19 10:32:45.000000+00:00\", \"2022-12-06 08:47:02.000000+00:00\", \"2019-12-10 07:53:32.000000+00:00\"], \"session_ids\": [\"d2c01569-4b73-413a-af50-911e92feb715\", \"9816b56e-f0a5-4c76-8a62-8b122dbc31ce\", \"ec1a5dbc-cbc1-44e6-9f68-34b1786c27b9\", \"36d3be48-bc27-4db6-9fb4-c3e23a69dc94\"], \"total_duration\": 572.0, \"total_sessions\": 4, \"mean_week_duration\": 3.109}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Parare, Reykjavik, Bogota, Dubai, San Juan, Buenos Aires, Copenhagen, Sydney"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Paris\", \"Reykjavik\", \"Bogota\", \"Dubai\", \"San Juan\", \"Buenos Aires\", \"Copenhagen\", \"Sydney\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59031\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-17 20:36:17.000000+00:00\", \"2021-02-17 13:28:21.000000+00:00\", \"2020-01-20 16:36:07.000000+00:00\"], \"session_ids\": [\"b9844621-5c0e-40c0-9107-7334d591ffd0\", \"26b94959-c95b-4a78-8b69-f39d0fedf0f3\", \"21e30cbe-0388-4feb-b636-c56dc9c49688\"], \"total_duration\": 356.0, \"total_sessions\": 3, \"mean_week_duration\": 3.87}, \"9795\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-24 21:00:26.000000+00:00\", \"2020-04-25 05:31:23.000000+00:00\", \"2019-10-03 19:15:41.000000+00:00\"], \"session_ids\": [\"3ac3e1c3-e508-4a2d-bfb8-7cbf2a4f8616\", \"d19f5a4c-d8ab-45b6-80a6-ace62de73c5e\", \"dfd4454b-7ae6-403d-aed2-1f200bb704f9\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.544}, \"60383\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-03-28 08:53:36.000000+00:00\", \"2021-10-19 09:24:08.000000+00:00\", \"2020-05-05 14:53:44.000000+00:00\", \"2019-01-02 00:12:53.000000+00:00\", \"2019-04-25 23:40:13.000000+00:00\", \"2023-03-13 18:28:00.000000+00:00\", \"2020-03-08 12:54:45.000000+00:00\", \"2022-05-04 03:28:15.000000+00:00\", \"2021-12-22 19:57:17.000000+00:00\", \"2020-05-26 21:28:26.000000+00:00\"], \"session_ids\": [\"a238c749-6db1-4b29-99d8-46bc7c44b06b\", \"18bb1f7b-3a7c-428d-8f25-c38190149b5c\", \"7f8aeb5a-b702-4dbd-9648-1123caad3c05\", \"c688a884-0154-4fea-af26-f2a246c15152\", \"51417535-fd9b-4f77-81db-eb5634585f68\", \"3f9c685f-fa24-40af-a2df-65cf7164cdae\", \"2329b8fc-8aee-4455-862b-2e03495a400e\", \"09404b7b-a5da-48d7-aea2-0ac91751f4c7\", \"d4c4afe0-1c2a-42aa-9a04-6d2c3627df2f\", \"f5f183a1-9d22-410d-b342-5f3f3a2164f2\"], \"total_duration\": 7214.0, \"total_sessions\": 10, \"mean_week_duration\": 32.941}, \"63831\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-03-08 18:30:29.000000+00:00\", \"2021-01-02 09:25:58.000000+00:00\", \"2021-01-16 04:47:50.000000+00:00\"], \"session_ids\": [\"93f79d52-76b0-4a93-ad23-80a8e6d919e6\", \"3b922dce-8b3b-4a2e-9983-ba64d88831a5\", \"d7bd3cba-7632-4be3-a0d1-31a05a9e428e\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 14.956}, \"61822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-23 18:03:45.000000+00:00\", \"2019-01-25 15:19:15.000000+00:00\"], \"session_ids\": [\"a609f20f-df70-4fe2-8136-dde783ce6c7f\", \"7cada488-a639-4896-989c-af2647170f8c\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.487}, \"21955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-30 23:51:02.000000+00:00\", \"2019-05-19 04:43:45.000000+00:00\", \"2023-04-11 19:39:09.000000+00:00\"], \"session_ids\": [\"bb7266ac-e27d-47dd-a4a1-95e3a945374b\", \"5725cf07-8d3c-4dd6-9820-c7a0f0066b9c\", \"5cf9edb0-d24a-4f81-a063-b99fbeb4ca9e\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.069}, \"18687\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-02 01:03:24.000000+00:00\", \"2019-09-20 19:32:28.000000+00:00\", \"2021-01-22 17:07:35.000000+00:00\", \"2022-01-05 02:15:08.000000+00:00\", \"2021-07-18 03:48:28.000000+00:00\", \"2019-05-04 05:35:54.000000+00:00\", \"2023-03-02 15:01:26.000000+00:00\"], \"session_ids\": [\"27569e88-1129-4c07-9f1f-ad525e394236\", \"7ef332fc-c3cb-4de4-be02-8c9d06fd4076\", \"8565e509-c330-4734-89f7-599af60db691\", \"f0a5f8c3-f74b-47ee-8ded-375a3791994c\", \"907012a7-2cdd-48b1-9256-ffdac4dcf28c\", \"9e7f8902-9e02-41c5-aa26-561c01d5d458\", \"1263c0a7-cbc4-400d-bc9e-869cf24f011c\"], \"total_duration\": 4462.0, \"total_sessions\": 7, \"mean_week_duration\": 22.31}, \"58689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-01 23:05:53.000000+00:00\", \"2021-12-09 10:42:56.000000+00:00\"], \"session_ids\": [\"3963df11-52ca-4e3e-991a-51637f708811\", \"4a0a0da0-10c1-4de4-958d-92145b7a6316\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.617}, \"38960\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-29 10:56:44.000000+00:00\", \"2022-12-11 18:58:09.000000+00:00\"], \"session_ids\": [\"a76faf3a-c7f9-447b-9fdb-5bdd91e3dd7c\", \"a36643c9-7fc7-4517-b5ef-95cecb988743\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}, \"20341\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-27 05:53:47.000000+00:00\", \"2023-06-19 10:32:45.000000+00:00\", \"2022-12-06 08:47:02.000000+00:00\", \"2019-12-10 07:53:32.000000+00:00\"], \"session_ids\": [\"d2c01569-4b73-413a-af50-911e92feb715\", \"9816b56e-f0a5-4c76-8a62-8b122dbc31ce\", \"ec1a5dbc-cbc1-44e6-9f68-34b1786c27b9\", \"36d3be48-bc27-4db6-9fb4-c3e23a69dc94\"], \"total_duration\": 572.0, \"total_sessions\": 4, \"mean_week_duration\": 3.109}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9795\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-24 21:00:26.000000+00:00\", \"2020-04-25 05:31:23.000000+00:00\", \"2019-10-03 19:15:41.000000+00:00\"], \"session_ids\": [\"3ac3e1c3-e508-4a2d-bfb8-7cbf2a4f8616\", \"d19f5a4c-d8ab-45b6-80a6-ace62de73c5e\", \"dfd4454b-7ae6-403d-aed2-1f200bb704f9\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.544}}, {\"38960\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-29 10:56:44.000000+00:00\", \"2022-12-11 18:58:09.000000+00:00\"], \"session_ids\": [\"a76faf3a-c7f9-447b-9fdb-5bdd91e3dd7c\", \"a36643c9-7fc7-4517-b5ef-95cecb988743\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}}, {\"61822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-23 18:03:45.000000+00:00\", \"2019-01-25 15:19:15.000000+00:00\"], \"session_ids\": [\"a609f20f-df70-4fe2-8136-dde783ce6c7f\", \"7cada488-a639-4896-989c-af2647170f8c\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.487}}, {\"21955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-30 23:51:02.000000+00:00\", \"2019-05-19 04:43:45.000000+00:00\", \"2023-04-11 19:39:09.000000+00:00\"], \"session_ids\": [\"bb7266ac-e27d-47dd-a4a1-95e3a945374b\", \"5725cf07-8d3c-4dd6-9820-c7a0f0066b9c\", \"5cf9edb0-d24a-4f81-a063-b99fbeb4ca9e\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.069}}, {\"59031\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-17 20:36:17.000000+00:00\", \"2021-02-17 13:28:21.000000+00:00\", \"2020-01-20 16:36:07.000000+00:00\"], \"session_ids\": [\"b9844621-5c0e-40c0-9107-7334d591ffd0\", \"26b94959-c95b-4a78-8b69-f39d0fedf0f3\", \"21e30cbe-0388-4feb-b636-c56dc9c49688\"], \"total_duration\": 356.0, \"total_sessions\": 3, \"mean_week_duration\": 3.87}}, {\"58689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-01 23:05:53.000000+00:00\", \"2021-12-09 10:42:56.000000+00:00\"], \"session_ids\": [\"3963df11-52ca-4e3e-991a-51637f708811\", \"4a0a0da0-10c1-4de4-958d-92145b7a6316\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.617}}, {\"20341\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-27 05:53:47.000000+00:00\", \"2023-06-19 10:32:45.000000+00:00\", \"2022-12-06 08:47:02.000000+00:00\", \"2019-12-10 07:53:32.000000+00:00\"], \"session_ids\": [\"d2c01569-4b73-413a-af50-911e92feb715\", \"9816b56e-f0a5-4c76-8a62-8b122dbc31ce\", \"ec1a5dbc-cbc1-44e6-9f68-34b1786c27b9\", \"36d3be48-bc27-4db6-9fb4-c3e23a69dc94\"], \"total_duration\": 572.0, \"total_sessions\": 4, \"mean_week_duration\": 3.109}}, {\"63831\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-03-08 18:30:29.000000+00:00\", \"2021-01-02 09:25:58.000000+00:00\", \"2021-01-16 04:47:50.000000+00:00\"], \"session_ids\": [\"93f79d52-76b0-4a93-ad23-80a8e6d919e6\", \"3b922dce-8b3b-4a2e-9983-ba64d88831a5\", \"d7bd3cba-7632-4be3-a0d1-31a05a9e428e\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 14.956}}, {\"18687\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-02 01:03:24.000000+00:00\", \"2019-09-20 19:32:28.000000+00:00\", \"2021-01-22 17:07:35.000000+00:00\", \"2022-01-05 02:15:08.000000+00:00\", \"2021-07-18 03:48:28.000000+00:00\", \"2019-05-04 05:35:54.000000+00:00\", \"2023-03-02 15:01:26.000000+00:00\"], \"session_ids\": [\"27569e88-1129-4c07-9f1f-ad525e394236\", \"7ef332fc-c3cb-4de4-be02-8c9d06fd4076\", \"8565e509-c330-4734-89f7-599af60db691\", \"f0a5f8c3-f74b-47ee-8ded-375a3791994c\", \"907012a7-2cdd-48b1-9256-ffdac4dcf28c\", \"9e7f8902-9e02-41c5-aa26-561c01d5d458\", \"1263c0a7-cbc4-400d-bc9e-869cf24f011c\"], \"total_duration\": 4462.0, \"total_sessions\": 7, \"mean_week_duration\": 22.31}}, {\"60383\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-03-28 08:53:36.000000+00:00\", \"2021-10-19 09:24:08.000000+00:00\", \"2020-05-05 14:53:44.000000+00:00\", \"2019-01-02 00:12:53.000000+00:00\", \"2019-04-25 23:40:13.000000+00:00\", \"2023-03-13 18:28:00.000000+00:00\", \"2020-03-08 12:54:45.000000+00:00\", \"2022-05-04 03:28:15.000000+00:00\", \"2021-12-22 19:57:17.000000+00:00\", \"2020-05-26 21:28:26.000000+00:00\"], \"session_ids\": [\"a238c749-6db1-4b29-99d8-46bc7c44b06b\", \"18bb1f7b-3a7c-428d-8f25-c38190149b5c\", \"7f8aeb5a-b702-4dbd-9648-1123caad3c05\", \"c688a884-0154-4fea-af26-f2a246c15152\", \"51417535-fd9b-4f77-81db-eb5634585f68\", \"3f9c685f-fa24-40af-a2df-65cf7164cdae\", \"2329b8fc-8aee-4455-862b-2e03495a400e\", \"09404b7b-a5da-48d7-aea2-0ac91751f4c7\", \"d4c4afe0-1c2a-42aa-9a04-6d2c3627df2f\", \"f5f183a1-9d22-410d-b342-5f3f3a2164f2\"], \"total_duration\": 7214.0, \"total_sessions\": 10, \"mean_week_duration\": 32.941}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude 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[{\"9795\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-24 21:00:26.000000+00:00\", \"2020-04-25 05:31:23.000000+00:00\", \"2019-10-03 19:15:41.000000+00:00\"], \"session_ids\": [\"3ac3e1c3-e508-4a2d-bfb8-7cbf2a4f8616\", \"d19f5a4c-d8ab-45b6-80a6-ace62de73c5e\", \"dfd4454b-7ae6-403d-aed2-1f200bb704f9\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.544}}, {\"38960\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-29 10:56:44.000000+00:00\", \"2022-12-11 18:58:09.000000+00:00\"], \"session_ids\": [\"a76faf3a-c7f9-447b-9fdb-5bdd91e3dd7c\", \"a36643c9-7fc7-4517-b5ef-95cecb988743\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}}, {\"61822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-23 18:03:45.000000+00:00\", \"2019-01-25 15:19:15.000000+00:00\"], \"session_ids\": [\"a609f20f-df70-4fe2-8136-dde783ce6c7f\", \"7cada488-a639-4896-989c-af2647170f8c\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.487}}, {\"21955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-30 23:51:02.000000+00:00\", \"2019-05-19 04:43:45.000000+00:00\", \"2023-04-11 19:39:09.000000+00:00\"], \"session_ids\": [\"bb7266ac-e27d-47dd-a4a1-95e3a945374b\", \"5725cf07-8d3c-4dd6-9820-c7a0f0066b9c\", \"5cf9edb0-d24a-4f81-a063-b99fbeb4ca9e\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.069}}, {\"59031\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-17 20:36:17.000000+00:00\", \"2021-02-17 13:28:21.000000+00:00\", \"2020-01-20 16:36:07.000000+00:00\"], \"session_ids\": [\"b9844621-5c0e-40c0-9107-7334d591ffd0\", \"26b94959-c95b-4a78-8b69-f39d0fedf0f3\", \"21e30cbe-0388-4feb-b636-c56dc9c49688\"], \"total_duration\": 356.0, \"total_sessions\": 3, \"mean_week_duration\": 3.87}}, {\"58689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-01 23:05:53.000000+00:00\", \"2021-12-09 10:42:56.000000+00:00\"], \"session_ids\": [\"3963df11-52ca-4e3e-991a-51637f708811\", \"4a0a0da0-10c1-4de4-958d-92145b7a6316\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.617}}, {\"20341\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-27 05:53:47.000000+00:00\", \"2023-06-19 10:32:45.000000+00:00\", \"2022-12-06 08:47:02.000000+00:00\", \"2019-12-10 07:53:32.000000+00:00\"], \"session_ids\": [\"d2c01569-4b73-413a-af50-911e92feb715\", \"9816b56e-f0a5-4c76-8a62-8b122dbc31ce\", \"ec1a5dbc-cbc1-44e6-9f68-34b1786c27b9\", \"36d3be48-bc27-4db6-9fb4-c3e23a69dc94\"], \"total_duration\": 572.0, \"total_sessions\": 4, \"mean_week_duration\": 3.109}}, {\"63831\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-03-08 18:30:29.000000+00:00\", \"2021-01-02 09:25:58.000000+00:00\", \"2021-01-16 04:47:50.000000+00:00\"], \"session_ids\": [\"93f79d52-76b0-4a93-ad23-80a8e6d919e6\", \"3b922dce-8b3b-4a2e-9983-ba64d88831a5\", \"d7bd3cba-7632-4be3-a0d1-31a05a9e428e\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 14.956}}]\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[{\"9795\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-24 21:00:26.000000+00:00\", \"2020-04-25 05:31:23.000000+00:00\", \"2019-10-03 19:15:41.000000+00:00\"], \"session_ids\": [\"3ac3e1c3-e508-4a2d-bfb8-7cbf2a4f8616\", \"d19f5a4c-d8ab-45b6-80a6-ace62de73c5e\", \"dfd4454b-7ae6-403d-aed2-1f200bb704f9\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.544}}, {\"38960\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-29 10:56:44.000000+00:00\", \"2022-12-11 18:58:09.000000+00:00\"], \"session_ids\": [\"a76faf3a-c7f9-447b-9fdb-5bdd91e3dd7c\", \"a36643c9-7fc7-4517-b5ef-95cecb988743\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}}, {\"61822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-23 18:03:45.000000+00:00\", \"2019-01-25 15:19:15.000000+00:00\"], \"session_ids\": [\"a609f20f-df70-4fe2-8136-dde783ce6c7f\", \"7cada488-a639-4896-989c-af2647170f8c\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.487}}, {\"21955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-30 23:51:02.000000+00:00\", \"2019-05-19 04:43:45.000000+00:00\", \"2023-04-11 19:39:09.000000+00:00\"], \"session_ids\": [\"bb7266ac-e27d-47dd-a4a1-95e3a945374b\", \"5725cf07-8d3c-4dd6-9820-c7a0f0066b9c\", \"5cf9edb0-d24a-4f81-a063-b99fbeb4ca9e\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.069}}, {\"59031\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-17 20:36:17.000000+00:00\", \"2021-02-17 13:28:21.000000+00:00\", \"2020-01-20 16:36:07.000000+00:00\"], \"session_ids\": [\"b9844621-5c0e-40c0-9107-7334d591ffd0\", \"26b94959-c95b-4a78-8b69-f39d0fedf0f3\", \"21e30cbe-0388-4feb-b636-c56dc9c49688\"], \"total_duration\": 356.0, \"total_sessions\": 3, \"mean_week_duration\": 3.87}}, {\"58689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-01 23:05:53.000000+00:00\", \"2021-12-09 10:42:56.000000+00:00\"], \"session_ids\": [\"3963df11-52ca-4e3e-991a-51637f708811\", \"4a0a0da0-10c1-4de4-958d-92145b7a6316\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.617}}, {\"20341\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-27 05:53:47.000000+00:00\", \"2023-06-19 10:32:45.000000+00:00\", \"2022-12-06 08:47:02.000000+00:00\", \"2019-12-10 07:53:32.000000+00:00\"], \"session_ids\": [\"d2c01569-4b73-413a-af50-911e92feb715\", \"9816b56e-f0a5-4c76-8a62-8b122dbc31ce\", \"ec1a5dbc-cbc1-44e6-9f68-34b1786c27b9\", \"36d3be48-bc27-4db6-9fb4-c3e23a69dc94\"], \"total_duration\": 572.0, \"total_sessions\": 4, \"mean_week_duration\": 3.109}}, {\"63831\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-03-08 18:30:29.000000+00:00\", \"2021-01-02 09:25:58.000000+00:00\", \"2021-01-16 04:47:50.000000+00:00\"], \"session_ids\": [\"93f79d52-76b0-4a93-ad23-80a8e6d919e6\", \"3b922dce-8b3b-4a2e-9983-ba64d88831a5\", \"d7bd3cba-7632-4be3-a0d1-31a05a9e428e\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 14.956}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 3 users whose site usage time is strictly less than 275 and implement sorting by town naming form the highest to the lowest."
}
] |
[
{
"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{\"85200\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-28 01:40:45.000000+00:00\", \"2022-05-05 09:09:01.000000+00:00\"], \"session_ids\": [\"59f2fb4f-dca0-4385-b9f5-4ae506e8e77b\", \"4c90aec2-e69a-41aa-84c3-23873730149b\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 4.767}, \"96550\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-11 23:28:10.000000+00:00\", \"2020-02-12 17:14:10.000000+00:00\", \"2019-09-18 22:10:34.000000+00:00\", \"2021-07-11 14:08:47.000000+00:00\", \"2022-11-17 03:57:39.000000+00:00\", \"2022-07-13 04:39:01.000000+00:00\", \"2019-10-23 23:44:11.000000+00:00\", \"2023-02-14 04:29:15.000000+00:00\"], \"session_ids\": [\"dd8be404-a13e-4c47-b188-ce761414ae13\", \"3d75b977-a70d-46e4-99db-95eca2dc8765\", \"6ddf9c61-0ec4-48e5-b74f-efc1d19b4cef\", \"fefa689f-1380-4023-bfcd-e2b325d99f4b\", \"84af21b3-2d53-43e5-922a-71498b18e88e\", \"88485b31-2253-4a04-9fc9-240244ba73f8\", \"dbdcc7c6-9f5f-4666-b6bd-d5dc173f1b21\", \"adaa9a7d-7437-4082-9260-00ce6d4c3283\"], \"total_duration\": 5530.0, \"total_sessions\": 8, \"mean_week_duration\": 31.067}, \"66677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-12-30 23:32:30.000000+00:00\", \"2020-02-04 20:52:39.000000+00:00\"], \"session_ids\": [\"4dcabdc8-6d35-4672-85fd-09fee5be28d5\", \"1347d005-be55-48b1-86b9-222cb0e493ff\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.257}, \"22377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2021-08-21 17:52:47.000000+00:00\", \"2019-08-15 22:10:02.000000+00:00\", \"2019-02-18 23:43:17.000000+00:00\"], \"session_ids\": [\"7a27df92-820e-428b-a4f9-8d09e7ce5333\", \"6b6c3f5b-0287-4424-9927-0737528ad657\", \"d8c266a5-ed61-4b74-8b48-b7ce75e27c38\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.603}, \"97018\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-24 23:09:50.000000+00:00\", \"2021-01-27 13:27:57.000000+00:00\", \"2023-05-09 07:43:06.000000+00:00\"], \"session_ids\": [\"9f8ad310-bcfe-4f2d-8629-a954c22cc1eb\", \"8a713aa7-966c-48c2-b886-8be669204d9b\", \"df1a49db-3a65-45dc-895b-5b1de3201f8e\"], \"total_duration\": 715.0, \"total_sessions\": 3, \"mean_week_duration\": 6.008}, \"1167\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-19 07:10:11.000000+00:00\", \"2022-11-20 13:28:44.000000+00:00\", \"2023-06-11 02:19:38.000000+00:00\"], \"session_ids\": [\"53614ab4-a9a2-45a7-bc9c-6d108c9cf78b\", \"fd09f9aa-b01c-4325-bb96-71866c21d817\", \"9255b637-c7d5-40cd-9137-b9f4e54dfe30\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.414}, \"55246\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-10-17 15:10:09.000000+00:00\", \"2019-10-28 10:49:18.000000+00:00\", \"2023-04-14 09:22:57.000000+00:00\"], \"session_ids\": [\"ddd98892-d68c-49a6-bc21-b3b3fde7c900\", \"09b3bb5e-44be-47b0-9ab0-d2b026d83433\", \"81a1e1ba-05f1-48f9-a22f-a1c6f93bc290\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 0.956}, \"88970\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-05 10:49:03.000000+00:00\", \"2021-12-25 03:38:04.000000+00:00\", \"2020-11-15 17:11:38.000000+00:00\", \"2019-04-28 10:29:48.000000+00:00\", \"2021-09-19 10:04:43.000000+00:00\", \"2021-01-22 04:42:10.000000+00:00\", \"2021-02-02 18:43:13.000000+00:00\", \"2023-01-30 05:57:21.000000+00:00\"], \"session_ids\": [\"32df96de-d595-4e07-a831-3f103a32737e\", \"e2d13d23-5122-485b-9175-375b1925a496\", \"de6d0180-b37c-4973-96a1-7e646d0b5571\", \"f09e8812-a802-46b4-b5d7-3bb516d0b971\", \"2df868ff-f02e-425e-8132-385a689a0be6\", \"126b75bf-3044-4b7c-89b5-aebbe06a92cc\", \"18bf716c-6c6d-4ca2-b479-54bbce959d2e\", \"6c1b2e7e-7a89-46ae-a525-1c2c2fb36752\"], \"total_duration\": 12091.0, \"total_sessions\": 8, \"mean_week_duration\": 61.689}, \"61241\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-29 12:20:05.000000+00:00\", \"2020-03-14 11:40:55.000000+00:00\"], \"session_ids\": [\"fa633733-eb98-4374-b3f2-1761e9de4f32\", \"e00fc864-ae08-4f73-b4da-e7053d197e0c\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 3.883}, \"34996\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-17 17:27:03.000000+00:00\", \"2021-10-12 05:40:29.000000+00:00\", \"2019-05-31 13:41:50.000000+00:00\", \"2022-01-09 08:03:49.000000+00:00\", \"2019-05-21 15:08:03.000000+00:00\", \"2020-06-04 00:48:10.000000+00:00\", \"2022-02-06 05:20:45.000000+00:00\", \"2021-08-01 19:38:47.000000+00:00\", \"2019-10-21 01:11:50.000000+00:00\", \"2021-11-14 04:42:29.000000+00:00\", \"2020-12-31 11:33:54.000000+00:00\"], \"session_ids\": [\"455e8d1e-253c-4b3d-8699-4c0453714909\", \"d073847d-e7d7-4f45-a2a2-4cd007474649\", \"89683117-21fd-4426-a6c8-bd08898114cb\", \"18db19a8-d1d0-423c-8e51-0e4f5612f09e\", \"aafd2065-0031-4a00-a021-99db91d3a0ef\", \"196f709b-828b-4c8b-b63a-623e591ad1ad\", \"7cba20be-11e9-4891-8ee7-e8c31cb9514b\", \"5443c901-add8-4c4d-9a5a-1fb2f90b0205\", \"04300ed3-2d43-436d-af36-7dd003e2ed51\", \"52442d41-90c6-4bd5-a006-911ae8aeaf8d\", \"83e26e24-9b05-4e11-8762-ab4a7cdb8d25\"], \"total_duration\": 17735.0, \"total_sessions\": 11, \"mean_week_duration\": 124.894}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 275"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[275, 4011]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85200\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-28 01:40:45.000000+00:00\", \"2022-05-05 09:09:01.000000+00:00\"], \"session_ids\": [\"59f2fb4f-dca0-4385-b9f5-4ae506e8e77b\", \"4c90aec2-e69a-41aa-84c3-23873730149b\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 4.767}, \"66677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-12-30 23:32:30.000000+00:00\", \"2020-02-04 20:52:39.000000+00:00\"], \"session_ids\": [\"4dcabdc8-6d35-4672-85fd-09fee5be28d5\", \"1347d005-be55-48b1-86b9-222cb0e493ff\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.257}, \"22377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2021-08-21 17:52:47.000000+00:00\", \"2019-08-15 22:10:02.000000+00:00\", \"2019-02-18 23:43:17.000000+00:00\"], \"session_ids\": [\"7a27df92-820e-428b-a4f9-8d09e7ce5333\", \"6b6c3f5b-0287-4424-9927-0737528ad657\", \"d8c266a5-ed61-4b74-8b48-b7ce75e27c38\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.603}, \"1167\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-19 07:10:11.000000+00:00\", \"2022-11-20 13:28:44.000000+00:00\", \"2023-06-11 02:19:38.000000+00:00\"], \"session_ids\": [\"53614ab4-a9a2-45a7-bc9c-6d108c9cf78b\", \"fd09f9aa-b01c-4325-bb96-71866c21d817\", \"9255b637-c7d5-40cd-9137-b9f4e54dfe30\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.414}, \"55246\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-10-17 15:10:09.000000+00:00\", \"2019-10-28 10:49:18.000000+00:00\", \"2023-04-14 09:22:57.000000+00:00\"], \"session_ids\": [\"ddd98892-d68c-49a6-bc21-b3b3fde7c900\", \"09b3bb5e-44be-47b0-9ab0-d2b026d83433\", \"81a1e1ba-05f1-48f9-a22f-a1c6f93bc290\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 0.956}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-12-30 23:32:30.000000+00:00\", \"2020-02-04 20:52:39.000000+00:00\"], \"session_ids\": [\"4dcabdc8-6d35-4672-85fd-09fee5be28d5\", \"1347d005-be55-48b1-86b9-222cb0e493ff\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.257}}, {\"55246\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-10-17 15:10:09.000000+00:00\", \"2019-10-28 10:49:18.000000+00:00\", \"2023-04-14 09:22:57.000000+00:00\"], \"session_ids\": [\"ddd98892-d68c-49a6-bc21-b3b3fde7c900\", \"09b3bb5e-44be-47b0-9ab0-d2b026d83433\", \"81a1e1ba-05f1-48f9-a22f-a1c6f93bc290\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 0.956}}, {\"22377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2021-08-21 17:52:47.000000+00:00\", \"2019-08-15 22:10:02.000000+00:00\", \"2019-02-18 23:43:17.000000+00:00\"], \"session_ids\": [\"7a27df92-820e-428b-a4f9-8d09e7ce5333\", \"6b6c3f5b-0287-4424-9927-0737528ad657\", \"d8c266a5-ed61-4b74-8b48-b7ce75e27c38\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.603}}, {\"1167\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-19 07:10:11.000000+00:00\", \"2022-11-20 13:28:44.000000+00:00\", \"2023-06-11 02:19:38.000000+00:00\"], \"session_ids\": [\"53614ab4-a9a2-45a7-bc9c-6d108c9cf78b\", \"fd09f9aa-b01c-4325-bb96-71866c21d817\", \"9255b637-c7d5-40cd-9137-b9f4e54dfe30\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.414}}, {\"85200\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-28 01:40:45.000000+00:00\", \"2022-05-05 09:09:01.000000+00:00\"], \"session_ids\": [\"59f2fb4f-dca0-4385-b9f5-4ae506e8e77b\", \"4c90aec2-e69a-41aa-84c3-23873730149b\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 4.767}}]\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[{\"66677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-12-30 23:32:30.000000+00:00\", \"2020-02-04 20:52:39.000000+00:00\"], \"session_ids\": [\"4dcabdc8-6d35-4672-85fd-09fee5be28d5\", \"1347d005-be55-48b1-86b9-222cb0e493ff\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.257}}, {\"55246\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-10-17 15:10:09.000000+00:00\", \"2019-10-28 10:49:18.000000+00:00\", \"2023-04-14 09:22:57.000000+00:00\"], \"session_ids\": [\"ddd98892-d68c-49a6-bc21-b3b3fde7c900\", \"09b3bb5e-44be-47b0-9ab0-d2b026d83433\", \"81a1e1ba-05f1-48f9-a22f-a1c6f93bc290\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 0.956}}, {\"22377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2021-08-21 17:52:47.000000+00:00\", \"2019-08-15 22:10:02.000000+00:00\", \"2019-02-18 23:43:17.000000+00:00\"], \"session_ids\": [\"7a27df92-820e-428b-a4f9-8d09e7ce5333\", \"6b6c3f5b-0287-4424-9927-0737528ad657\", \"d8c266a5-ed61-4b74-8b48-b7ce75e27c38\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.603}}]\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[{\"66677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-12-30 23:32:30.000000+00:00\", \"2020-02-04 20:52:39.000000+00:00\"], \"session_ids\": [\"4dcabdc8-6d35-4672-85fd-09fee5be28d5\", \"1347d005-be55-48b1-86b9-222cb0e493ff\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.257}}, {\"55246\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-10-17 15:10:09.000000+00:00\", \"2019-10-28 10:49:18.000000+00:00\", \"2023-04-14 09:22:57.000000+00:00\"], \"session_ids\": [\"ddd98892-d68c-49a6-bc21-b3b3fde7c900\", \"09b3bb5e-44be-47b0-9ab0-d2b026d83433\", \"81a1e1ba-05f1-48f9-a22f-a1c6f93bc290\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 0.956}}, {\"22377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2021-08-21 17:52:47.000000+00:00\", \"2019-08-15 22:10:02.000000+00:00\", \"2019-02-18 23:43:17.000000+00:00\"], \"session_ids\": [\"7a27df92-820e-428b-a4f9-8d09e7ce5333\", \"6b6c3f5b-0287-4424-9927-0737528ad657\", \"d8c266a5-ed61-4b74-8b48-b7ce75e27c38\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.603}}]\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 need to get information about 3 users who have the least value of total duration amount additionaly do sorting by total duration in ascending."
}
] |
[
{
"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{\"8391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-01 04:22:22.000000+00:00\", \"2021-01-30 05:28:52.000000+00:00\", \"2021-04-05 23:52:24.000000+00:00\", \"2020-07-31 04:00:30.000000+00:00\"], \"session_ids\": [\"eb21f654-752c-4525-94ea-2f6989509f5a\", \"dece0856-2d06-45a1-aa7f-565e68d58c95\", \"a1aca025-96b8-498b-926e-c41e31f52945\", \"05de11e4-e0b1-4009-b030-2ce615d0bf4f\"], \"total_duration\": 1757.0, \"total_sessions\": 4, \"mean_week_duration\": 19.098}, \"57386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-13 15:32:42.000000+00:00\", \"2021-05-31 05:09:23.000000+00:00\"], \"session_ids\": [\"2f7037fb-80b0-47b2-91e4-1ca482b4170c\", \"461ee026-b1ae-4c60-af42-77ae1ac088b8\"], \"total_duration\": 186.0, \"total_sessions\": 2, \"mean_week_duration\": 4.429}, \"42939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-14 06:23:51.000000+00:00\", \"2020-05-29 15:54:13.000000+00:00\", \"2022-04-24 01:48:15.000000+00:00\"], \"session_ids\": [\"db4bef54-c8b9-437c-83ab-8d8df696e07b\", \"01637511-32aa-45bf-a9da-dac1c6cd8a37\", \"8698b8bf-48fb-40e4-8342-9c6e08bd9869\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.682}, \"25923\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-17 20:13:03.000000+00:00\", \"2023-03-05 12:44:28.000000+00:00\", \"2020-12-30 16:24:43.000000+00:00\"], \"session_ids\": [\"7a63bac2-8529-415f-864e-36d907cd3cbc\", \"83b91bad-0541-4d23-ab23-e02b74842b88\", \"8220e5dc-4715-4a51-935f-2b067ad900e8\"], \"total_duration\": 93.0, \"total_sessions\": 3, \"mean_week_duration\": 0.816}, \"1827\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-10-26 11:00:05.000000+00:00\", \"2019-05-25 00:33:32.000000+00:00\"], \"session_ids\": [\"d6fad110-8599-461a-a5cf-e078d026a1f7\", \"6f3dc98a-618c-4df1-af42-5610b42cb29d\"], \"total_duration\": 399.0, \"total_sessions\": 2, \"mean_week_duration\": 3.142}, \"85227\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-28 00:04:11.000000+00:00\", \"2023-01-07 22:29:14.000000+00:00\", \"2022-02-16 02:14:35.000000+00:00\"], \"session_ids\": [\"34d1e9f0-47e4-411b-9867-a24da7bf3db8\", \"3f56b072-42f2-4dac-a8d5-6517e73ad4a4\", \"19d20c72-85e2-46e2-a5dd-ca5e740de70b\"], \"total_duration\": 899.0, \"total_sessions\": 3, \"mean_week_duration\": 5.515}, \"74673\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-03 06:50:39.000000+00:00\", \"2021-08-02 14:43:30.000000+00:00\"], \"session_ids\": [\"cb9a7f6b-c0dd-4270-a3cc-57b3b1756bef\", \"edcd0e0d-dfaf-42d8-b908-253dc3ae0eaf\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.727}, \"68945\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-01 16:10:29.000000+00:00\", \"2022-02-03 16:50:00.000000+00:00\", \"2021-04-08 18:59:21.000000+00:00\", \"2022-08-03 14:35:57.000000+00:00\"], \"session_ids\": [\"a43b9780-ebfa-47f9-a1b5-9dfd035c4be9\", \"f7e1fca5-792e-438b-9e45-1bd2d20f4211\", \"a0879840-3cd4-4ec8-a2a8-af2230a49220\", \"5c4c687b-87d5-44dc-bcb0-4b682e426986\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.543}, \"91572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-26 11:22:17.000000+00:00\", \"2022-07-27 04:54:10.000000+00:00\", \"2019-08-23 08:45:28.000000+00:00\", \"2022-08-24 06:12:38.000000+00:00\", \"2021-10-12 10:49:32.000000+00:00\"], \"session_ids\": [\"4ea6c9b8-b688-4658-b2f3-9f61b6b15c5c\", \"d206c811-c37c-4122-aba4-7a508adc87f6\", \"70aee2a0-7487-471e-882c-3e48acf5067d\", \"1c572e13-bf7d-422d-b5e9-ee17042ed2ed\", \"2f0608a1-4f31-46e7-87a1-cef51545df85\"], \"total_duration\": 3262.0, \"total_sessions\": 5, \"mean_week_duration\": 20.777}, \"36945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-25 06:15:06.000000+00:00\", \"2020-02-26 06:18:47.000000+00:00\"], \"session_ids\": [\"7f4e808f-4a0d-40e4-a9cc-36c35a29d894\", \"a92fc703-e1d5-4022-a19f-6609cf05065a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 3 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 3}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-25 06:15:06.000000+00:00\", \"2020-02-26 06:18:47.000000+00:00\"], \"session_ids\": [\"7f4e808f-4a0d-40e4-a9cc-36c35a29d894\", \"a92fc703-e1d5-4022-a19f-6609cf05065a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}}, {\"74673\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-03 06:50:39.000000+00:00\", \"2021-08-02 14:43:30.000000+00:00\"], \"session_ids\": [\"cb9a7f6b-c0dd-4270-a3cc-57b3b1756bef\", \"edcd0e0d-dfaf-42d8-b908-253dc3ae0eaf\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.727}}, {\"42939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-14 06:23:51.000000+00:00\", \"2020-05-29 15:54:13.000000+00:00\", \"2022-04-24 01:48:15.000000+00:00\"], \"session_ids\": [\"db4bef54-c8b9-437c-83ab-8d8df696e07b\", \"01637511-32aa-45bf-a9da-dac1c6cd8a37\", \"8698b8bf-48fb-40e4-8342-9c6e08bd9869\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.682}}]\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[{\"36945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-25 06:15:06.000000+00:00\", \"2020-02-26 06:18:47.000000+00:00\"], \"session_ids\": [\"7f4e808f-4a0d-40e4-a9cc-36c35a29d894\", \"a92fc703-e1d5-4022-a19f-6609cf05065a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}}, {\"74673\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-03 06:50:39.000000+00:00\", \"2021-08-02 14:43:30.000000+00:00\"], \"session_ids\": [\"cb9a7f6b-c0dd-4270-a3cc-57b3b1756bef\", \"edcd0e0d-dfaf-42d8-b908-253dc3ae0eaf\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.727}}, {\"42939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-14 06:23:51.000000+00:00\", \"2020-05-29 15:54:13.000000+00:00\", \"2022-04-24 01:48:15.000000+00:00\"], \"session_ids\": [\"db4bef54-c8b9-437c-83ab-8d8df696e07b\", \"01637511-32aa-45bf-a9da-dac1c6cd8a37\", \"8698b8bf-48fb-40e4-8342-9c6e08bd9869\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.682}}]\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[{\"36945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-25 06:15:06.000000+00:00\", \"2020-02-26 06:18:47.000000+00:00\"], \"session_ids\": [\"7f4e808f-4a0d-40e4-a9cc-36c35a29d894\", \"a92fc703-e1d5-4022-a19f-6609cf05065a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}}, {\"74673\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-03 06:50:39.000000+00:00\", \"2021-08-02 14:43:30.000000+00:00\"], \"session_ids\": [\"cb9a7f6b-c0dd-4270-a3cc-57b3b1756bef\", \"edcd0e0d-dfaf-42d8-b908-253dc3ae0eaf\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.727}}, {\"42939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-14 06:23:51.000000+00:00\", \"2020-05-29 15:54:13.000000+00:00\", \"2022-04-24 01:48:15.000000+00:00\"], \"session_ids\": [\"db4bef54-c8b9-437c-83ab-8d8df696e07b\", \"01637511-32aa-45bf-a9da-dac1c6cd8a37\", \"8698b8bf-48fb-40e4-8342-9c6e08bd9869\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.682}}]\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[{\"36945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-25 06:15:06.000000+00:00\", \"2020-02-26 06:18:47.000000+00:00\"], \"session_ids\": [\"7f4e808f-4a0d-40e4-a9cc-36c35a29d894\", \"a92fc703-e1d5-4022-a19f-6609cf05065a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}}, {\"74673\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-03 06:50:39.000000+00:00\", \"2021-08-02 14:43:30.000000+00:00\"], \"session_ids\": [\"cb9a7f6b-c0dd-4270-a3cc-57b3b1756bef\", \"edcd0e0d-dfaf-42d8-b908-253dc3ae0eaf\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.727}}, {\"42939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-14 06:23:51.000000+00:00\", \"2020-05-29 15:54:13.000000+00:00\", \"2022-04-24 01:48:15.000000+00:00\"], \"session_ids\": [\"db4bef54-c8b9-437c-83ab-8d8df696e07b\", \"01637511-32aa-45bf-a9da-dac1c6cd8a37\", \"8698b8bf-48fb-40e4-8342-9c6e08bd9869\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.682}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on users with a duration total that is lower than 375, inclusive 375 as well as apply sorting by sessions count 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{\"80556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-26 13:27:47.000000+00:00\", \"2019-06-16 13:39:13.000000+00:00\", \"2019-10-14 10:51:57.000000+00:00\", \"2020-11-01 23:51:42.000000+00:00\"], \"session_ids\": [\"e1fe33a2-2e97-425f-a62d-054f5915b9f1\", \"588c8936-d6ab-453d-845f-edbe6c6d7184\", \"6f93fb02-b064-43c0-ac9d-8043130456a7\", \"4ec685ea-0c5f-4166-bb24-fd478ee1f4a3\"], \"total_duration\": 1221.0, \"total_sessions\": 4, \"mean_week_duration\": 16.958}, \"52757\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-16 01:48:50.000000+00:00\", \"2020-05-19 15:38:06.000000+00:00\", \"2023-06-13 16:58:21.000000+00:00\", \"2021-11-10 10:24:55.000000+00:00\", \"2020-10-18 07:23:24.000000+00:00\", \"2021-11-30 00:44:26.000000+00:00\"], \"session_ids\": [\"46b987be-8a6a-4e81-835f-b6295fdeac1b\", \"fed5a285-145f-4840-892b-6299f15f18c3\", \"5aac2883-7a7b-47f7-9823-4a9743e0b815\", \"d1d4b521-e3cb-4be2-94a1-b81ec4bcf964\", \"681af470-5688-4c3c-9148-d31852828e1c\", \"7456a591-e93a-47d8-a27c-923283bea927\"], \"total_duration\": 1514.0, \"total_sessions\": 6, \"mean_week_duration\": 9.176}, \"43190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-24 06:26:12.000000+00:00\", \"2022-05-31 02:34:14.000000+00:00\"], \"session_ids\": [\"405f43c2-43ac-4d8f-8b7f-3ba6bba5aa7c\", \"bd6f4efc-c79a-4eaa-b78c-9622e96737bf\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.431}, \"31821\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-07 16:50:13.000000+00:00\", \"2023-06-15 13:37:54.000000+00:00\"], \"session_ids\": [\"c9162b91-7bb5-4955-9cf1-387340872fd2\", \"0fe4a449-634e-4f42-8c8f-7b22864b4e03\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.102}, \"99716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-01-14 11:01:11.000000+00:00\", \"2019-10-23 16:11:44.000000+00:00\"], \"session_ids\": [\"5cd01f4d-7195-4b1b-9026-ef0debc81962\", \"352f1fbf-dc71-4d7f-afc1-c93101015c84\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}, \"26784\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-23 03:54:51.000000+00:00\", \"2021-01-12 18:00:22.000000+00:00\", \"2020-04-24 21:23:16.000000+00:00\", \"2022-04-24 19:55:45.000000+00:00\"], \"session_ids\": [\"9f7efba2-a934-40c3-8744-f93c8a2dcfec\", \"a4b6dfe0-8ccf-4015-ba32-88dde5c26005\", \"33ef6524-3549-4d45-835d-93378066d268\", \"0fb9800f-68d1-4109-b4d7-eea9d66c4ad6\"], \"total_duration\": 507.0, \"total_sessions\": 4, \"mean_week_duration\": 3.336}, \"49633\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-09 05:17:10.000000+00:00\", \"2022-02-25 14:12:22.000000+00:00\", \"2022-08-01 21:09:10.000000+00:00\"], \"session_ids\": [\"3bcea76f-f881-4c70-ad34-d83097c092e0\", \"f544e589-9c7c-42b7-87b1-c5345c2327a5\", \"9aca19b0-ad5b-4a43-86b4-6574371afb73\"], \"total_duration\": 72.0, \"total_sessions\": 3, \"mean_week_duration\": 1.895}, \"84962\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-07 02:48:22.000000+00:00\", \"2021-07-13 05:47:10.000000+00:00\"], \"session_ids\": [\"e47d8af0-803a-4de4-be9e-92ca06406917\", \"9386a175-5494-491f-a644-ec3a8acc5295\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 32.077}, \"55181\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-05-21 19:22:22.000000+00:00\", \"2022-10-24 14:36:51.000000+00:00\", \"2023-06-13 18:54:20.000000+00:00\"], \"session_ids\": [\"6221ce9b-090b-4616-9a24-0c4f386dc6bc\", \"c7de1653-dbca-47f4-8cf3-1f86f5b22776\", \"134396be-060a-43ba-aa6f-9eca23cb7f78\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 7.324}, \"34600\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-08 19:28:19.000000+00:00\", \"2022-05-03 23:55:01.000000+00:00\"], \"session_ids\": [\"e2c0f28b-9a35-49ad-9cd0-a6d3a32936fd\", \"23d0e113-2c60-45b2-9acf-b1a848e9e4f0\"], \"total_duration\": 382.0, \"total_sessions\": 2, \"mean_week_duration\": 6.821}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 375"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[375, 3707]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-24 06:26:12.000000+00:00\", \"2022-05-31 02:34:14.000000+00:00\"], \"session_ids\": [\"405f43c2-43ac-4d8f-8b7f-3ba6bba5aa7c\", \"bd6f4efc-c79a-4eaa-b78c-9622e96737bf\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.431}, \"31821\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-07 16:50:13.000000+00:00\", \"2023-06-15 13:37:54.000000+00:00\"], \"session_ids\": [\"c9162b91-7bb5-4955-9cf1-387340872fd2\", \"0fe4a449-634e-4f42-8c8f-7b22864b4e03\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.102}, \"99716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-01-14 11:01:11.000000+00:00\", \"2019-10-23 16:11:44.000000+00:00\"], \"session_ids\": [\"5cd01f4d-7195-4b1b-9026-ef0debc81962\", \"352f1fbf-dc71-4d7f-afc1-c93101015c84\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}, \"49633\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-09 05:17:10.000000+00:00\", \"2022-02-25 14:12:22.000000+00:00\", \"2022-08-01 21:09:10.000000+00:00\"], \"session_ids\": [\"3bcea76f-f881-4c70-ad34-d83097c092e0\", \"f544e589-9c7c-42b7-87b1-c5345c2327a5\", \"9aca19b0-ad5b-4a43-86b4-6574371afb73\"], \"total_duration\": 72.0, \"total_sessions\": 3, \"mean_week_duration\": 1.895}, \"55181\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-05-21 19:22:22.000000+00:00\", \"2022-10-24 14:36:51.000000+00:00\", \"2023-06-13 18:54:20.000000+00:00\"], \"session_ids\": [\"6221ce9b-090b-4616-9a24-0c4f386dc6bc\", \"c7de1653-dbca-47f4-8cf3-1f86f5b22776\", \"134396be-060a-43ba-aa6f-9eca23cb7f78\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 7.324}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49633\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-09 05:17:10.000000+00:00\", \"2022-02-25 14:12:22.000000+00:00\", \"2022-08-01 21:09:10.000000+00:00\"], \"session_ids\": [\"3bcea76f-f881-4c70-ad34-d83097c092e0\", \"f544e589-9c7c-42b7-87b1-c5345c2327a5\", \"9aca19b0-ad5b-4a43-86b4-6574371afb73\"], \"total_duration\": 72.0, \"total_sessions\": 3, \"mean_week_duration\": 1.895}}, {\"55181\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-05-21 19:22:22.000000+00:00\", \"2022-10-24 14:36:51.000000+00:00\", \"2023-06-13 18:54:20.000000+00:00\"], \"session_ids\": [\"6221ce9b-090b-4616-9a24-0c4f386dc6bc\", \"c7de1653-dbca-47f4-8cf3-1f86f5b22776\", \"134396be-060a-43ba-aa6f-9eca23cb7f78\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 7.324}}, {\"43190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-24 06:26:12.000000+00:00\", \"2022-05-31 02:34:14.000000+00:00\"], \"session_ids\": [\"405f43c2-43ac-4d8f-8b7f-3ba6bba5aa7c\", \"bd6f4efc-c79a-4eaa-b78c-9622e96737bf\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.431}}, {\"31821\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-07 16:50:13.000000+00:00\", \"2023-06-15 13:37:54.000000+00:00\"], \"session_ids\": [\"c9162b91-7bb5-4955-9cf1-387340872fd2\", \"0fe4a449-634e-4f42-8c8f-7b22864b4e03\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.102}}, {\"99716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-01-14 11:01:11.000000+00:00\", \"2019-10-23 16:11:44.000000+00:00\"], \"session_ids\": [\"5cd01f4d-7195-4b1b-9026-ef0debc81962\", \"352f1fbf-dc71-4d7f-afc1-c93101015c84\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}}]\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[{\"49633\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-09 05:17:10.000000+00:00\", \"2022-02-25 14:12:22.000000+00:00\", \"2022-08-01 21:09:10.000000+00:00\"], \"session_ids\": [\"3bcea76f-f881-4c70-ad34-d83097c092e0\", \"f544e589-9c7c-42b7-87b1-c5345c2327a5\", \"9aca19b0-ad5b-4a43-86b4-6574371afb73\"], \"total_duration\": 72.0, \"total_sessions\": 3, \"mean_week_duration\": 1.895}}, {\"55181\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-05-21 19:22:22.000000+00:00\", \"2022-10-24 14:36:51.000000+00:00\", \"2023-06-13 18:54:20.000000+00:00\"], \"session_ids\": [\"6221ce9b-090b-4616-9a24-0c4f386dc6bc\", \"c7de1653-dbca-47f4-8cf3-1f86f5b22776\", \"134396be-060a-43ba-aa6f-9eca23cb7f78\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 7.324}}, {\"43190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-24 06:26:12.000000+00:00\", \"2022-05-31 02:34:14.000000+00:00\"], \"session_ids\": [\"405f43c2-43ac-4d8f-8b7f-3ba6bba5aa7c\", \"bd6f4efc-c79a-4eaa-b78c-9622e96737bf\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.431}}, {\"31821\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-07 16:50:13.000000+00:00\", \"2023-06-15 13:37:54.000000+00:00\"], \"session_ids\": [\"c9162b91-7bb5-4955-9cf1-387340872fd2\", \"0fe4a449-634e-4f42-8c8f-7b22864b4e03\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.102}}, {\"99716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-01-14 11:01:11.000000+00:00\", \"2019-10-23 16:11:44.000000+00:00\"], \"session_ids\": [\"5cd01f4d-7195-4b1b-9026-ef0debc81962\", \"352f1fbf-dc71-4d7f-afc1-c93101015c84\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about user who doesn't belong to cities Bridgetown, Seoul, Dublin, Sydney, Santiago, Dubai, Bogota, Panama City additionaly execute sorting by total duration amount ascending in addition remain only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-03-05 19:40:12.000000+00:00\", \"2022-12-19 00:06:30.000000+00:00\"], \"session_ids\": [\"dcc94c77-03a8-47c1-8a1b-fc9cf6ef6320\", \"df867592-85b9-4b11-805b-64d9bc2ef490\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.81}, \"72061\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-26 13:36:47.000000+00:00\", \"2020-05-21 01:06:26.000000+00:00\"], \"session_ids\": [\"42a38d8f-5740-4ffe-91e2-741e07461723\", \"d327affb-4464-4488-ae22-6bde8cc40cd8\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 2.044}, \"81787\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-27 11:43:09.000000+00:00\", \"2023-06-12 11:08:55.000000+00:00\", \"2023-03-16 13:27:02.000000+00:00\", \"2019-02-18 05:25:29.000000+00:00\"], \"session_ids\": [\"e00c641e-1d41-485f-99c0-e505f57cea48\", \"813bd0eb-d7f3-4e60-a076-d474143e0c42\", \"67388f57-4407-4a8a-8edb-c03f9d3a928d\", \"95da29fa-59d9-4a33-8e40-4319e53bec62\"], \"total_duration\": 1263.0, \"total_sessions\": 4, \"mean_week_duration\": 5.613}, \"95471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-30 20:17:51.000000+00:00\", \"2020-05-24 18:43:50.000000+00:00\"], \"session_ids\": [\"9ac1cd29-24fe-4ca6-8f71-e7b9fb08caa8\", \"bcc85b86-fccf-46af-a318-4b702c20b35e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"70165\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-20 02:42:38.000000+00:00\", \"2020-01-07 15:38:42.000000+00:00\"], \"session_ids\": [\"26efe765-d7a4-45c2-bc29-d38854c571ee\", \"b684a0c9-23d5-4019-af12-a0e582c16496\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 6.464}, \"75982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 9}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-06-03 23:07:14.000000+00:00\", \"2019-01-06 12:59:58.000000+00:00\"], \"session_ids\": [\"4a5f1599-f42c-4e45-bb9d-f7dc6bb8aa21\", \"eb8585bc-8387-49be-82f6-2756b70c1f9c\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 0.904}, \"33345\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-03-23 06:46:44.000000+00:00\", \"2021-11-26 18:16:29.000000+00:00\", \"2019-06-14 19:05:29.000000+00:00\"], \"session_ids\": [\"3d10bda2-3e24-4299-abc5-18a919ed6852\", \"9ad9fad5-7e67-4c4f-9292-9f4ad2a90149\", \"412011a7-e67b-498b-a4e2-04720fe3533f\"], \"total_duration\": 37.0, \"total_sessions\": 3, \"mean_week_duration\": 0.255}, \"48501\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-05-02 21:23:01.000000+00:00\", \"2020-11-17 11:33:41.000000+00:00\"], \"session_ids\": [\"df47c93a-ad08-4a7e-9abf-950b03f87ba7\", \"b6a033c8-f3f9-4660-83bf-67e2a43d5820\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 9.167}, \"48899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-27 00:27:14.000000+00:00\", \"2023-02-11 16:10:49.000000+00:00\"], \"session_ids\": [\"c0de1d1f-5132-4c41-b720-fb3b08a30fe3\", \"81be98fe-e9d8-4751-a389-affb3244be0e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}, \"90071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-26 21:39:30.000000+00:00\", \"2022-10-30 08:59:01.000000+00:00\"], \"session_ids\": [\"c5ac37a8-2ca1-4d09-b335-38c7dd453e85\", \"12597e5f-7044-449d-ac20-564e0d949c6b\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Bridgetown, Seoul, Dublin, Sydney, Santiago, Dubai, Bogota, Panama City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Bridgetown\", \"Seoul\", \"Dublin\", \"Sydney\", \"Santiago\", \"Dubai\", \"Bogota\", \"Panama City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-03-05 19:40:12.000000+00:00\", \"2022-12-19 00:06:30.000000+00:00\"], \"session_ids\": [\"dcc94c77-03a8-47c1-8a1b-fc9cf6ef6320\", \"df867592-85b9-4b11-805b-64d9bc2ef490\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.81}, \"72061\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-26 13:36:47.000000+00:00\", \"2020-05-21 01:06:26.000000+00:00\"], \"session_ids\": [\"42a38d8f-5740-4ffe-91e2-741e07461723\", \"d327affb-4464-4488-ae22-6bde8cc40cd8\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 2.044}, \"81787\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-27 11:43:09.000000+00:00\", \"2023-06-12 11:08:55.000000+00:00\", \"2023-03-16 13:27:02.000000+00:00\", \"2019-02-18 05:25:29.000000+00:00\"], \"session_ids\": [\"e00c641e-1d41-485f-99c0-e505f57cea48\", \"813bd0eb-d7f3-4e60-a076-d474143e0c42\", \"67388f57-4407-4a8a-8edb-c03f9d3a928d\", \"95da29fa-59d9-4a33-8e40-4319e53bec62\"], \"total_duration\": 1263.0, \"total_sessions\": 4, \"mean_week_duration\": 5.613}, \"95471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-30 20:17:51.000000+00:00\", \"2020-05-24 18:43:50.000000+00:00\"], \"session_ids\": [\"9ac1cd29-24fe-4ca6-8f71-e7b9fb08caa8\", \"bcc85b86-fccf-46af-a318-4b702c20b35e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"70165\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-20 02:42:38.000000+00:00\", \"2020-01-07 15:38:42.000000+00:00\"], \"session_ids\": [\"26efe765-d7a4-45c2-bc29-d38854c571ee\", \"b684a0c9-23d5-4019-af12-a0e582c16496\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 6.464}, \"75982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 9}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-06-03 23:07:14.000000+00:00\", \"2019-01-06 12:59:58.000000+00:00\"], \"session_ids\": [\"4a5f1599-f42c-4e45-bb9d-f7dc6bb8aa21\", \"eb8585bc-8387-49be-82f6-2756b70c1f9c\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 0.904}, \"33345\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-03-23 06:46:44.000000+00:00\", \"2021-11-26 18:16:29.000000+00:00\", \"2019-06-14 19:05:29.000000+00:00\"], \"session_ids\": [\"3d10bda2-3e24-4299-abc5-18a919ed6852\", \"9ad9fad5-7e67-4c4f-9292-9f4ad2a90149\", \"412011a7-e67b-498b-a4e2-04720fe3533f\"], \"total_duration\": 37.0, \"total_sessions\": 3, \"mean_week_duration\": 0.255}, \"48501\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-05-02 21:23:01.000000+00:00\", \"2020-11-17 11:33:41.000000+00:00\"], \"session_ids\": [\"df47c93a-ad08-4a7e-9abf-950b03f87ba7\", \"b6a033c8-f3f9-4660-83bf-67e2a43d5820\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 9.167}, \"48899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-27 00:27:14.000000+00:00\", \"2023-02-11 16:10:49.000000+00:00\"], \"session_ids\": [\"c0de1d1f-5132-4c41-b720-fb3b08a30fe3\", \"81be98fe-e9d8-4751-a389-affb3244be0e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}, \"90071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-26 21:39:30.000000+00:00\", \"2022-10-30 08:59:01.000000+00:00\"], \"session_ids\": [\"c5ac37a8-2ca1-4d09-b335-38c7dd453e85\", \"12597e5f-7044-449d-ac20-564e0d949c6b\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-26 21:39:30.000000+00:00\", \"2022-10-30 08:59:01.000000+00:00\"], \"session_ids\": [\"c5ac37a8-2ca1-4d09-b335-38c7dd453e85\", \"12597e5f-7044-449d-ac20-564e0d949c6b\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}, {\"18375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-03-05 19:40:12.000000+00:00\", \"2022-12-19 00:06:30.000000+00:00\"], \"session_ids\": [\"dcc94c77-03a8-47c1-8a1b-fc9cf6ef6320\", \"df867592-85b9-4b11-805b-64d9bc2ef490\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.81}}, {\"33345\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-03-23 06:46:44.000000+00:00\", \"2021-11-26 18:16:29.000000+00:00\", \"2019-06-14 19:05:29.000000+00:00\"], \"session_ids\": [\"3d10bda2-3e24-4299-abc5-18a919ed6852\", \"9ad9fad5-7e67-4c4f-9292-9f4ad2a90149\", \"412011a7-e67b-498b-a4e2-04720fe3533f\"], \"total_duration\": 37.0, \"total_sessions\": 3, \"mean_week_duration\": 0.255}}, {\"48899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-27 00:27:14.000000+00:00\", \"2023-02-11 16:10:49.000000+00:00\"], \"session_ids\": [\"c0de1d1f-5132-4c41-b720-fb3b08a30fe3\", \"81be98fe-e9d8-4751-a389-affb3244be0e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}}, {\"95471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-30 20:17:51.000000+00:00\", \"2020-05-24 18:43:50.000000+00:00\"], \"session_ids\": [\"9ac1cd29-24fe-4ca6-8f71-e7b9fb08caa8\", \"bcc85b86-fccf-46af-a318-4b702c20b35e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}}, {\"72061\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-26 13:36:47.000000+00:00\", \"2020-05-21 01:06:26.000000+00:00\"], \"session_ids\": [\"42a38d8f-5740-4ffe-91e2-741e07461723\", \"d327affb-4464-4488-ae22-6bde8cc40cd8\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 2.044}}, {\"75982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 9}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-06-03 23:07:14.000000+00:00\", \"2019-01-06 12:59:58.000000+00:00\"], \"session_ids\": [\"4a5f1599-f42c-4e45-bb9d-f7dc6bb8aa21\", \"eb8585bc-8387-49be-82f6-2756b70c1f9c\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 0.904}}, {\"70165\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-20 02:42:38.000000+00:00\", \"2020-01-07 15:38:42.000000+00:00\"], \"session_ids\": [\"26efe765-d7a4-45c2-bc29-d38854c571ee\", \"b684a0c9-23d5-4019-af12-a0e582c16496\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 6.464}}, {\"48501\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-05-02 21:23:01.000000+00:00\", \"2020-11-17 11:33:41.000000+00:00\"], \"session_ids\": [\"df47c93a-ad08-4a7e-9abf-950b03f87ba7\", \"b6a033c8-f3f9-4660-83bf-67e2a43d5820\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 9.167}}, {\"81787\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-27 11:43:09.000000+00:00\", \"2023-06-12 11:08:55.000000+00:00\", \"2023-03-16 13:27:02.000000+00:00\", \"2019-02-18 05:25:29.000000+00:00\"], \"session_ids\": [\"e00c641e-1d41-485f-99c0-e505f57cea48\", \"813bd0eb-d7f3-4e60-a076-d474143e0c42\", \"67388f57-4407-4a8a-8edb-c03f9d3a928d\", \"95da29fa-59d9-4a33-8e40-4319e53bec62\"], \"total_duration\": 1263.0, \"total_sessions\": 4, \"mean_week_duration\": 5.613}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-26 21:39:30.000000+00:00\", \"2022-10-30 08:59:01.000000+00:00\"], \"session_ids\": [\"c5ac37a8-2ca1-4d09-b335-38c7dd453e85\", \"12597e5f-7044-449d-ac20-564e0d949c6b\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}, {\"18375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-03-05 19:40:12.000000+00:00\", \"2022-12-19 00:06:30.000000+00:00\"], \"session_ids\": [\"dcc94c77-03a8-47c1-8a1b-fc9cf6ef6320\", \"df867592-85b9-4b11-805b-64d9bc2ef490\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.81}}]\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[{\"90071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-26 21:39:30.000000+00:00\", \"2022-10-30 08:59:01.000000+00:00\"], \"session_ids\": [\"c5ac37a8-2ca1-4d09-b335-38c7dd453e85\", \"12597e5f-7044-449d-ac20-564e0d949c6b\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}, {\"18375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-03-05 19:40:12.000000+00:00\", \"2022-12-19 00:06:30.000000+00:00\"], \"session_ids\": [\"dcc94c77-03a8-47c1-8a1b-fc9cf6ef6320\", \"df867592-85b9-4b11-805b-64d9bc2ef490\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.81}}]\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 5 users whose time spent on the site is bigger than 173 and smaller than 3936 (both not including) in addition do sorting by time in app per week form the lowest to the highest."
}
] |
[
{
"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{\"12188\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-01 02:21:47.000000+00:00\", \"2020-05-27 22:35:39.000000+00:00\"], \"session_ids\": [\"68797445-cd65-41aa-9efb-b24f7a537230\", \"00c01457-4e0a-483b-8dd8-7e4ccb77807a\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 6.887}, \"61207\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-05-01 23:51:15.000000+00:00\", \"2022-12-08 00:04:51.000000+00:00\"], \"session_ids\": [\"7e4b3dcb-8456-42e0-8115-cf50f112b793\", \"3479957c-6ef7-425f-a1fe-87cd6b32ff7b\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.319}, \"6052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-02 23:11:52.000000+00:00\", \"2021-02-08 17:27:22.000000+00:00\", \"2020-01-11 06:55:19.000000+00:00\", \"2023-02-24 16:23:27.000000+00:00\", \"2023-06-16 03:41:37.000000+00:00\", \"2023-01-24 22:28:04.000000+00:00\", \"2021-12-09 07:11:41.000000+00:00\"], \"session_ids\": [\"357ad76a-a72e-4826-8f45-e0a762ef6236\", \"b3cee960-48b9-4d85-be94-75774eef5399\", \"338796d9-67ec-456a-aecc-2ed66d0c5ae4\", \"177a5260-d52c-4281-a245-e30d49ea994e\", \"ac983ba3-1dc4-4deb-b34b-543fb47b7f07\", \"7797de4f-a192-4af9-9b08-2717b56c230c\", \"498d18c8-6440-4d9f-aae8-39a15e853ead\"], \"total_duration\": 98.0, \"total_sessions\": 7, \"mean_week_duration\": 0.438}, \"80150\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-07 07:10:04.000000+00:00\", \"2019-05-03 15:06:58.000000+00:00\", \"2020-02-28 03:46:04.000000+00:00\", \"2023-06-25 02:31:15.000000+00:00\"], \"session_ids\": [\"9c464264-3e52-45ca-b128-0b811655dec4\", \"dab04340-af50-45b1-9adc-3d5b4aa7adb3\", \"46786421-5e2a-472b-82bb-cd4cac9d08ac\", \"93962d16-08eb-46d9-a7f8-23f7bbbaca5f\"], \"total_duration\": 165.0, \"total_sessions\": 4, \"mean_week_duration\": 0.76}, \"91168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-20 22:14:17.000000+00:00\", \"2019-10-18 11:18:11.000000+00:00\", \"2020-01-05 15:30:00.000000+00:00\", \"2020-12-12 22:03:41.000000+00:00\", \"2019-05-02 21:15:18.000000+00:00\"], \"session_ids\": [\"2595126e-9b4c-4a5c-8880-dc302ce5153f\", \"48e88d5b-554a-43ec-b4d7-e441ea44fd81\", \"0f8350e3-0a8d-465f-9a73-8a779035581b\", \"d49c430a-5a55-4c39-875b-6f1bfe1eccea\", \"864953f7-c294-4de5-b438-c50dd170d136\"], \"total_duration\": 709.0, \"total_sessions\": 5, \"mean_week_duration\": 8.341}, \"42902\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-21 14:58:23.000000+00:00\", \"2019-09-23 02:44:59.000000+00:00\", \"2019-10-10 10:43:32.000000+00:00\", \"2019-06-26 20:46:13.000000+00:00\", \"2023-01-08 21:48:26.000000+00:00\", \"2020-11-26 03:55:29.000000+00:00\", \"2021-03-11 13:41:54.000000+00:00\", \"2019-02-08 23:26:45.000000+00:00\", \"2019-09-06 09:47:12.000000+00:00\"], \"session_ids\": [\"1fc175b7-420b-4fa2-bedc-a7ff3fdc1aa9\", \"470a56a8-d48f-4831-acf6-b6f28c471581\", \"22d73015-33b1-47ab-a377-cc0ae7bd9534\", \"9652f59d-cd66-4f70-add2-87b50d8829f9\", \"3563d503-d464-4264-9d61-687ceda327a1\", \"37e6d282-60dc-4f1a-8f42-327ac70315fc\", \"226a503e-e8f7-4218-925e-af9fb619f05d\", \"3bf4884f-5a4d-476e-8977-120e283fd2e4\", \"da2c5ad7-a577-4ce3-9a78-219ed029cd3f\"], \"total_duration\": 21228.0, \"total_sessions\": 9, \"mean_week_duration\": 103.551}, \"2021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-17 12:06:34.000000+00:00\", \"2021-05-20 02:41:45.000000+00:00\"], \"session_ids\": [\"90d37ec5-6146-4a0f-b0e9-493a416f84b8\", \"b9ebdfce-16d7-4645-aeae-e65ce4192b11\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 2.316}, \"55415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-01-20 07:44:36.000000+00:00\", \"2021-05-22 00:03:31.000000+00:00\", \"2021-03-23 08:07:56.000000+00:00\", \"2022-03-04 04:26:51.000000+00:00\", \"2019-03-18 18:13:40.000000+00:00\"], \"session_ids\": [\"ad83efce-1d61-478e-9164-f3288fb7dad4\", \"01c0bfc0-e1b5-49ac-a252-4def3da48924\", \"f6b58c70-10f6-4b6a-88ee-9af822e272ed\", \"134aaa26-3c78-470b-85ba-b7e8501bb57b\", \"20fdb75a-e849-4fa0-8ba4-0009c770404d\"], \"total_duration\": 3145.0, \"total_sessions\": 5, \"mean_week_duration\": 20.29}, \"37390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-27 09:36:32.000000+00:00\", \"2020-01-08 16:04:46.000000+00:00\", \"2019-01-07 08:12:16.000000+00:00\", \"2021-09-26 06:36:57.000000+00:00\", \"2020-11-04 13:04:09.000000+00:00\", \"2022-04-17 05:21:39.000000+00:00\", \"2022-07-07 11:36:56.000000+00:00\", \"2019-01-24 05:43:34.000000+00:00\", \"2020-06-30 13:03:25.000000+00:00\", \"2023-04-09 03:44:35.000000+00:00\", \"2019-05-29 04:29:58.000000+00:00\"], \"session_ids\": [\"363484f3-efa2-43fc-98fd-7eefeee0b179\", \"31d0dbc0-853a-400e-a57d-72dbf87d846b\", \"731d3039-5ebc-4179-8a6c-0a58ddec8d39\", \"9d4adabb-dd1f-4c26-b282-f5b6c4cdf1cf\", \"07787a37-2367-4167-9830-bdb5b39388e6\", \"2e8e0b73-f4ee-44ea-8e25-3d7c4c179f24\", \"e9477e75-1426-4dc0-b5f9-9ddd390575db\", \"5e017f67-d975-4ffa-b24f-1f6f88126c4f\", \"102d667c-55d4-4e56-b61a-572fde121817\", \"6f07e51f-1cc5-42e0-bc78-b5fce9c1843d\", \"b53186bf-8b9e-45c4-941a-538a45c9d70a\"], \"total_duration\": 37687.0, \"total_sessions\": 11, \"mean_week_duration\": 169.761}, \"5200\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-06-28 09:41:37.000000+00:00\", \"2021-03-18 05:06:15.000000+00:00\"], \"session_ids\": [\"b5df60ad-5f40-4ffa-bc52-3bf82c6085e4\", \"4d018118-b127-4610-a781-b284c071e63f\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 173 and are less than 3936"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[173, 3936]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12188\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-01 02:21:47.000000+00:00\", \"2020-05-27 22:35:39.000000+00:00\"], \"session_ids\": [\"68797445-cd65-41aa-9efb-b24f7a537230\", \"00c01457-4e0a-483b-8dd8-7e4ccb77807a\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 6.887}, \"91168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-20 22:14:17.000000+00:00\", \"2019-10-18 11:18:11.000000+00:00\", \"2020-01-05 15:30:00.000000+00:00\", \"2020-12-12 22:03:41.000000+00:00\", \"2019-05-02 21:15:18.000000+00:00\"], \"session_ids\": [\"2595126e-9b4c-4a5c-8880-dc302ce5153f\", \"48e88d5b-554a-43ec-b4d7-e441ea44fd81\", \"0f8350e3-0a8d-465f-9a73-8a779035581b\", \"d49c430a-5a55-4c39-875b-6f1bfe1eccea\", \"864953f7-c294-4de5-b438-c50dd170d136\"], \"total_duration\": 709.0, \"total_sessions\": 5, \"mean_week_duration\": 8.341}, \"55415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-01-20 07:44:36.000000+00:00\", \"2021-05-22 00:03:31.000000+00:00\", \"2021-03-23 08:07:56.000000+00:00\", \"2022-03-04 04:26:51.000000+00:00\", \"2019-03-18 18:13:40.000000+00:00\"], \"session_ids\": [\"ad83efce-1d61-478e-9164-f3288fb7dad4\", \"01c0bfc0-e1b5-49ac-a252-4def3da48924\", \"f6b58c70-10f6-4b6a-88ee-9af822e272ed\", \"134aaa26-3c78-470b-85ba-b7e8501bb57b\", \"20fdb75a-e849-4fa0-8ba4-0009c770404d\"], \"total_duration\": 3145.0, \"total_sessions\": 5, \"mean_week_duration\": 20.29}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12188\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-01 02:21:47.000000+00:00\", \"2020-05-27 22:35:39.000000+00:00\"], \"session_ids\": [\"68797445-cd65-41aa-9efb-b24f7a537230\", \"00c01457-4e0a-483b-8dd8-7e4ccb77807a\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 6.887}}, {\"91168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-20 22:14:17.000000+00:00\", \"2019-10-18 11:18:11.000000+00:00\", \"2020-01-05 15:30:00.000000+00:00\", \"2020-12-12 22:03:41.000000+00:00\", \"2019-05-02 21:15:18.000000+00:00\"], \"session_ids\": [\"2595126e-9b4c-4a5c-8880-dc302ce5153f\", \"48e88d5b-554a-43ec-b4d7-e441ea44fd81\", \"0f8350e3-0a8d-465f-9a73-8a779035581b\", \"d49c430a-5a55-4c39-875b-6f1bfe1eccea\", \"864953f7-c294-4de5-b438-c50dd170d136\"], \"total_duration\": 709.0, \"total_sessions\": 5, \"mean_week_duration\": 8.341}}, {\"55415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-01-20 07:44:36.000000+00:00\", \"2021-05-22 00:03:31.000000+00:00\", \"2021-03-23 08:07:56.000000+00:00\", \"2022-03-04 04:26:51.000000+00:00\", \"2019-03-18 18:13:40.000000+00:00\"], \"session_ids\": [\"ad83efce-1d61-478e-9164-f3288fb7dad4\", \"01c0bfc0-e1b5-49ac-a252-4def3da48924\", \"f6b58c70-10f6-4b6a-88ee-9af822e272ed\", \"134aaa26-3c78-470b-85ba-b7e8501bb57b\", \"20fdb75a-e849-4fa0-8ba4-0009c770404d\"], \"total_duration\": 3145.0, \"total_sessions\": 5, \"mean_week_duration\": 20.29}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12188\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-01 02:21:47.000000+00:00\", \"2020-05-27 22:35:39.000000+00:00\"], \"session_ids\": [\"68797445-cd65-41aa-9efb-b24f7a537230\", \"00c01457-4e0a-483b-8dd8-7e4ccb77807a\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 6.887}}, {\"91168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-20 22:14:17.000000+00:00\", \"2019-10-18 11:18:11.000000+00:00\", \"2020-01-05 15:30:00.000000+00:00\", \"2020-12-12 22:03:41.000000+00:00\", \"2019-05-02 21:15:18.000000+00:00\"], \"session_ids\": [\"2595126e-9b4c-4a5c-8880-dc302ce5153f\", \"48e88d5b-554a-43ec-b4d7-e441ea44fd81\", \"0f8350e3-0a8d-465f-9a73-8a779035581b\", \"d49c430a-5a55-4c39-875b-6f1bfe1eccea\", \"864953f7-c294-4de5-b438-c50dd170d136\"], \"total_duration\": 709.0, \"total_sessions\": 5, \"mean_week_duration\": 8.341}}, {\"55415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-01-20 07:44:36.000000+00:00\", \"2021-05-22 00:03:31.000000+00:00\", \"2021-03-23 08:07:56.000000+00:00\", \"2022-03-04 04:26:51.000000+00:00\", \"2019-03-18 18:13:40.000000+00:00\"], \"session_ids\": [\"ad83efce-1d61-478e-9164-f3288fb7dad4\", \"01c0bfc0-e1b5-49ac-a252-4def3da48924\", \"f6b58c70-10f6-4b6a-88ee-9af822e272ed\", \"134aaa26-3c78-470b-85ba-b7e8501bb57b\", \"20fdb75a-e849-4fa0-8ba4-0009c770404d\"], \"total_duration\": 3145.0, \"total_sessions\": 5, \"mean_week_duration\": 20.29}}]\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[{\"12188\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-01 02:21:47.000000+00:00\", \"2020-05-27 22:35:39.000000+00:00\"], \"session_ids\": [\"68797445-cd65-41aa-9efb-b24f7a537230\", \"00c01457-4e0a-483b-8dd8-7e4ccb77807a\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 6.887}}, {\"91168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-20 22:14:17.000000+00:00\", \"2019-10-18 11:18:11.000000+00:00\", \"2020-01-05 15:30:00.000000+00:00\", \"2020-12-12 22:03:41.000000+00:00\", \"2019-05-02 21:15:18.000000+00:00\"], \"session_ids\": [\"2595126e-9b4c-4a5c-8880-dc302ce5153f\", \"48e88d5b-554a-43ec-b4d7-e441ea44fd81\", \"0f8350e3-0a8d-465f-9a73-8a779035581b\", \"d49c430a-5a55-4c39-875b-6f1bfe1eccea\", \"864953f7-c294-4de5-b438-c50dd170d136\"], \"total_duration\": 709.0, \"total_sessions\": 5, \"mean_week_duration\": 8.341}}, {\"55415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-01-20 07:44:36.000000+00:00\", \"2021-05-22 00:03:31.000000+00:00\", \"2021-03-23 08:07:56.000000+00:00\", \"2022-03-04 04:26:51.000000+00:00\", \"2019-03-18 18:13:40.000000+00:00\"], \"session_ids\": [\"ad83efce-1d61-478e-9164-f3288fb7dad4\", \"01c0bfc0-e1b5-49ac-a252-4def3da48924\", \"f6b58c70-10f6-4b6a-88ee-9af822e272ed\", \"134aaa26-3c78-470b-85ba-b7e8501bb57b\", \"20fdb75a-e849-4fa0-8ba4-0009c770404d\"], \"total_duration\": 3145.0, \"total_sessions\": 5, \"mean_week_duration\": 20.29}}]\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 user with a sum of duration that is above 1678, exclusively + put to use sorting by mean_week_duration decliningly in addition show me only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51293\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-01 11:01:18.000000+00:00\", \"2021-10-30 23:25:21.000000+00:00\"], \"session_ids\": [\"df72ca23-ee1b-42d5-bc22-8bb7bf265717\", \"82285020-5421-4b2d-8f9f-5e9a2cfc96b3\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 29.111}, \"48873\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-22 01:52:23.000000+00:00\", \"2023-03-25 11:20:12.000000+00:00\"], \"session_ids\": [\"db86b49e-163d-4450-9125-edd74743a613\", \"0a8c3db5-9074-4775-86e5-12cd7d2c504a\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.047}, \"84598\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-11 20:44:09.000000+00:00\", \"2022-07-16 07:00:28.000000+00:00\", \"2020-05-23 18:47:10.000000+00:00\", \"2023-06-27 20:53:07.000000+00:00\"], \"session_ids\": [\"56da2757-851a-4b0f-b622-f8b504052f09\", \"6ac5a583-610a-49ae-a7e4-b611c198d58d\", \"4d2e0bfa-cbfb-4bf8-9d7e-773f4f92c4fa\", \"972a1bd8-85c3-42ca-a61d-715e89120e29\"], \"total_duration\": 547.0, \"total_sessions\": 4, \"mean_week_duration\": 3.377}, \"55245\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-14 05:16:13.000000+00:00\", \"2020-12-24 17:01:51.000000+00:00\"], \"session_ids\": [\"e4df565a-8927-44fa-86dd-3c3fa6d63c13\", \"4c4bbdb2-e250-4a42-8a5b-b44adca96a4d\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 4.469}, \"97989\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-25 01:27:42.000000+00:00\", \"2023-06-01 23:24:58.000000+00:00\", \"2022-11-24 13:16:56.000000+00:00\", \"2022-06-08 07:19:20.000000+00:00\", \"2021-01-16 15:22:18.000000+00:00\", \"2022-04-18 17:20:24.000000+00:00\", \"2023-06-09 17:28:16.000000+00:00\"], \"session_ids\": [\"852548c2-3184-4575-b4f8-d326b26d5e84\", \"dc100cdc-ee38-427d-970d-ef47e00c11f7\", \"e64b5e2d-0207-4e34-a865-b8dfc60396b3\", \"3b5e4a8b-a676-4aa3-a771-fadc115f339d\", \"22f077fb-2a88-46f3-aea3-b8a175c4084a\", \"466c16d7-3662-43f9-8e6e-e081191c8f4c\", \"6468f715-5e82-499a-a049-163a64cb4f5e\"], \"total_duration\": 723.0, \"total_sessions\": 7, \"mean_week_duration\": 5.784}, \"13903\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-04-20 20:41:37.000000+00:00\", \"2020-03-21 21:47:27.000000+00:00\", \"2021-02-17 05:47:06.000000+00:00\", \"2023-04-23 23:34:00.000000+00:00\", \"2019-06-25 07:01:00.000000+00:00\", \"2023-04-10 16:36:29.000000+00:00\", \"2019-09-22 13:28:17.000000+00:00\"], \"session_ids\": [\"bab577e7-2815-48ab-81cc-0dac2446250b\", \"5d18d12e-76c2-49af-9e36-e136d2c03aa0\", \"6ca76f60-cbb6-496a-80c6-ee8ca7f64ec9\", \"1f4e9621-50e9-434e-b2a4-5e28b81b9ce4\", \"da3eca87-5848-4e32-ac11-24e709b1bab3\", \"27643e10-3696-494b-864f-bc0729254fce\", \"d67b11fc-41a0-47be-b6b7-ecb66d75b9cf\"], \"total_duration\": 9631.0, \"total_sessions\": 7, \"mean_week_duration\": 45.862}, \"71493\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-07 02:40:31.000000+00:00\", \"2020-06-19 10:09:58.000000+00:00\", \"2022-01-20 11:52:37.000000+00:00\", \"2022-02-26 23:27:57.000000+00:00\", \"2020-01-10 03:21:37.000000+00:00\"], \"session_ids\": [\"119e3165-9158-432b-b2d2-614eacbb1208\", \"12c356b9-6447-49c3-b567-981208158b48\", \"2828705c-c366-44aa-8fe2-30c8e9dcd32a\", \"7ce28827-0f12-4d16-8fe1-2c17c6dd2686\", \"e948b200-b0ec-45d7-82e2-78be9f6de4c4\"], \"total_duration\": 462.0, \"total_sessions\": 5, \"mean_week_duration\": 3.554}, \"50966\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-22 15:25:05.000000+00:00\", \"2021-04-17 15:39:23.000000+00:00\"], \"session_ids\": [\"07bb96ca-6bee-4fa2-bfff-5972ff6dba95\", \"89f76811-3d76-49c4-bef1-9ab7d54406d0\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 2.504}, \"23584\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-05-24 06:54:24.000000+00:00\", \"2019-09-08 23:06:32.000000+00:00\"], \"session_ids\": [\"0e3b037c-d5e1-44f1-8b29-49fde6b6dd8e\", \"0822b16e-0ef7-4706-a414-5b56e856c4ff\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.378}, \"38624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-14 04:18:23.000000+00:00\", \"2021-01-18 20:14:43.000000+00:00\"], \"session_ids\": [\"ff1b3ffb-ccc4-4fdc-98c4-022f3ec04a00\", \"99af411c-f3e7-4d3a-a558-e210371fac32\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 11.344}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 1678"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[1678, 4111]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13903\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-04-20 20:41:37.000000+00:00\", \"2020-03-21 21:47:27.000000+00:00\", \"2021-02-17 05:47:06.000000+00:00\", \"2023-04-23 23:34:00.000000+00:00\", \"2019-06-25 07:01:00.000000+00:00\", \"2023-04-10 16:36:29.000000+00:00\", \"2019-09-22 13:28:17.000000+00:00\"], \"session_ids\": [\"bab577e7-2815-48ab-81cc-0dac2446250b\", \"5d18d12e-76c2-49af-9e36-e136d2c03aa0\", \"6ca76f60-cbb6-496a-80c6-ee8ca7f64ec9\", \"1f4e9621-50e9-434e-b2a4-5e28b81b9ce4\", \"da3eca87-5848-4e32-ac11-24e709b1bab3\", \"27643e10-3696-494b-864f-bc0729254fce\", \"d67b11fc-41a0-47be-b6b7-ecb66d75b9cf\"], \"total_duration\": 9631.0, \"total_sessions\": 7, \"mean_week_duration\": 45.862}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13903\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-04-20 20:41:37.000000+00:00\", \"2020-03-21 21:47:27.000000+00:00\", \"2021-02-17 05:47:06.000000+00:00\", \"2023-04-23 23:34:00.000000+00:00\", \"2019-06-25 07:01:00.000000+00:00\", \"2023-04-10 16:36:29.000000+00:00\", \"2019-09-22 13:28:17.000000+00:00\"], \"session_ids\": [\"bab577e7-2815-48ab-81cc-0dac2446250b\", \"5d18d12e-76c2-49af-9e36-e136d2c03aa0\", \"6ca76f60-cbb6-496a-80c6-ee8ca7f64ec9\", \"1f4e9621-50e9-434e-b2a4-5e28b81b9ce4\", \"da3eca87-5848-4e32-ac11-24e709b1bab3\", \"27643e10-3696-494b-864f-bc0729254fce\", \"d67b11fc-41a0-47be-b6b7-ecb66d75b9cf\"], \"total_duration\": 9631.0, \"total_sessions\": 7, \"mean_week_duration\": 45.862}}]\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[{\"13903\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-04-20 20:41:37.000000+00:00\", \"2020-03-21 21:47:27.000000+00:00\", \"2021-02-17 05:47:06.000000+00:00\", \"2023-04-23 23:34:00.000000+00:00\", \"2019-06-25 07:01:00.000000+00:00\", \"2023-04-10 16:36:29.000000+00:00\", \"2019-09-22 13:28:17.000000+00:00\"], \"session_ids\": [\"bab577e7-2815-48ab-81cc-0dac2446250b\", \"5d18d12e-76c2-49af-9e36-e136d2c03aa0\", \"6ca76f60-cbb6-496a-80c6-ee8ca7f64ec9\", \"1f4e9621-50e9-434e-b2a4-5e28b81b9ce4\", \"da3eca87-5848-4e32-ac11-24e709b1bab3\", \"27643e10-3696-494b-864f-bc0729254fce\", \"d67b11fc-41a0-47be-b6b7-ecb66d75b9cf\"], \"total_duration\": 9631.0, \"total_sessions\": 7, \"mean_week_duration\": 45.862}}]\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[{\"13903\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-04-20 20:41:37.000000+00:00\", \"2020-03-21 21:47:27.000000+00:00\", \"2021-02-17 05:47:06.000000+00:00\", \"2023-04-23 23:34:00.000000+00:00\", \"2019-06-25 07:01:00.000000+00:00\", \"2023-04-10 16:36:29.000000+00:00\", \"2019-09-22 13:28:17.000000+00:00\"], \"session_ids\": [\"bab577e7-2815-48ab-81cc-0dac2446250b\", \"5d18d12e-76c2-49af-9e36-e136d2c03aa0\", \"6ca76f60-cbb6-496a-80c6-ee8ca7f64ec9\", \"1f4e9621-50e9-434e-b2a4-5e28b81b9ce4\", \"da3eca87-5848-4e32-ac11-24e709b1bab3\", \"27643e10-3696-494b-864f-bc0729254fce\", \"d67b11fc-41a0-47be-b6b7-ecb66d75b9cf\"], \"total_duration\": 9631.0, \"total_sessions\": 7, \"mean_week_duration\": 45.862}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 8 users whose sum of duration is less than 839 (not including) and strictly greater than 2953 , moreover sort by mean of duration of sessions per week in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63230\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-03 15:12:17.000000+00:00\", \"2022-11-18 21:39:24.000000+00:00\"], \"session_ids\": [\"7bd0d367-ef23-496f-8662-7288197b0b07\", \"278f3f77-1a4b-4c8e-a760-da8075831f14\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 0.788}, \"98450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-07-11 13:59:05.000000+00:00\", \"2023-03-08 12:29:43.000000+00:00\"], \"session_ids\": [\"25b15e4d-1109-4c47-ab0d-56962f11ebfe\", \"07165e31-61ea-4608-b397-5352994b32a2\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 11.343}, \"7928\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-01 02:41:09.000000+00:00\", \"2022-07-06 12:06:39.000000+00:00\"], \"session_ids\": [\"14bb94ed-4f87-4998-93e8-2005429ca2c9\", \"ba2f86ee-33e6-4685-96ee-ee4f028a2bdc\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 31.8}, \"22835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-16 13:07:01.000000+00:00\", \"2021-01-15 10:15:52.000000+00:00\", \"2020-09-17 01:59:41.000000+00:00\", \"2020-02-10 18:47:26.000000+00:00\", \"2023-05-03 22:09:19.000000+00:00\"], \"session_ids\": [\"bc69ec47-e648-497d-9bb8-0ad0386e3c59\", \"28c9338b-7553-4ae8-bf54-d1704ecb03ba\", \"bdbb2aff-ae60-434c-b1e9-68cb5f600d6e\", \"bb0ebb44-28e3-44fb-994f-16fc5435e2ac\", \"4e193e34-436a-4c8a-827e-fcf2f7145eb1\"], \"total_duration\": 126.0, \"total_sessions\": 5, \"mean_week_duration\": 0.746}, \"21221\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-04 21:01:19.000000+00:00\", \"2020-07-22 13:17:20.000000+00:00\", \"2023-05-18 14:26:25.000000+00:00\", \"2020-06-26 12:32:13.000000+00:00\", \"2020-09-19 13:40:36.000000+00:00\", \"2020-06-25 14:38:13.000000+00:00\", \"2022-04-29 01:03:43.000000+00:00\", \"2021-09-23 07:48:16.000000+00:00\", \"2022-09-19 21:21:51.000000+00:00\"], \"session_ids\": [\"00d5ab62-63c0-4a8f-9932-eac1116ec6c7\", \"6d5ba47c-8134-4445-8e41-72d70bd73bda\", \"9a74f375-749c-477f-a84c-ca4e94f17927\", \"b96f5414-6578-4b5c-b760-6d638c9d1ca8\", \"209f1a06-b7af-432a-a46c-6faea213ad76\", \"9d383470-73cd-426c-bdb2-e6f75f771afb\", \"c85ca120-711b-4472-9025-0d06c2df22df\", \"6ce805b4-72f1-4959-bb87-4b5330f4f099\", \"ff645ca0-d1c8-4a9f-acd3-cbb3d1fd4df0\"], \"total_duration\": 6632.0, \"total_sessions\": 9, \"mean_week_duration\": 43.921}, \"46187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-12-12 23:56:59.000000+00:00\", \"2020-01-17 13:44:57.000000+00:00\", \"2021-10-19 18:10:13.000000+00:00\", \"2020-04-29 22:53:03.000000+00:00\"], \"session_ids\": [\"7b3f4b94-d1cf-4974-815e-29a8e27d7440\", \"2a590579-059d-4dcb-974a-489bf9dd6177\", \"6881fa26-1c45-4613-b4fc-aa4672aac40c\", \"9de498ae-5610-4a02-b281-9aac3f25b81f\"], \"total_duration\": 780.0, \"total_sessions\": 4, \"mean_week_duration\": 8.478}, \"3257\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-02 23:56:25.000000+00:00\", \"2021-02-15 03:59:08.000000+00:00\", \"2022-02-20 07:55:08.000000+00:00\"], \"session_ids\": [\"bdcb8c7d-308d-455c-8a07-96680117328f\", \"c02e5d3d-f260-440b-964d-eb4d5bcbf377\", \"f19b8409-261d-49e0-bbd6-d5f4e7908226\"], \"total_duration\": 647.0, \"total_sessions\": 3, \"mean_week_duration\": 5.578}, \"85594\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-02 05:30:21.000000+00:00\", \"2020-08-23 16:26:52.000000+00:00\", \"2022-04-01 13:40:36.000000+00:00\"], \"session_ids\": [\"321045f0-25da-4cea-aecf-f5f230f168df\", \"fd39acb4-5fa4-4e74-83e8-dbd54697db8d\", \"2e4b0bb2-9c26-4890-98fd-29a61627f4b4\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.468}, \"23181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-04-23 03:37:15.000000+00:00\", \"2019-12-22 07:49:20.000000+00:00\", \"2022-06-02 14:35:08.000000+00:00\", \"2022-09-18 14:09:48.000000+00:00\"], \"session_ids\": [\"4ab50f89-3cf2-480a-9b2b-3dc94d3de40a\", \"34dd7882-1f46-4a71-be05-8f4cc0fa2dc1\", \"63fe6f69-c23f-49ea-b6e9-d3cea8ada9e2\", \"91b66eed-87cc-4e4a-a268-0e7dc48047d4\"], \"total_duration\": 381.0, \"total_sessions\": 4, \"mean_week_duration\": 2.664}, \"75756\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-04-09 03:01:21.000000+00:00\", \"2023-02-04 17:13:49.000000+00:00\", \"2022-06-16 22:13:29.000000+00:00\"], \"session_ids\": [\"8e4cbf5f-b718-4e66-a4f7-40b0aa87d25c\", \"72e1730e-0ec7-4fc1-bb23-e138d4eab032\", \"e80f5690-3a13-4923-b1ed-b141e9762861\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.837}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 839 and are greater than 2953"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[839, 2953]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63230\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-03 15:12:17.000000+00:00\", \"2022-11-18 21:39:24.000000+00:00\"], \"session_ids\": [\"7bd0d367-ef23-496f-8662-7288197b0b07\", \"278f3f77-1a4b-4c8e-a760-da8075831f14\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 0.788}, \"98450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-07-11 13:59:05.000000+00:00\", \"2023-03-08 12:29:43.000000+00:00\"], \"session_ids\": [\"25b15e4d-1109-4c47-ab0d-56962f11ebfe\", \"07165e31-61ea-4608-b397-5352994b32a2\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 11.343}, \"7928\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-01 02:41:09.000000+00:00\", \"2022-07-06 12:06:39.000000+00:00\"], \"session_ids\": [\"14bb94ed-4f87-4998-93e8-2005429ca2c9\", \"ba2f86ee-33e6-4685-96ee-ee4f028a2bdc\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 31.8}, \"22835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-16 13:07:01.000000+00:00\", \"2021-01-15 10:15:52.000000+00:00\", \"2020-09-17 01:59:41.000000+00:00\", \"2020-02-10 18:47:26.000000+00:00\", \"2023-05-03 22:09:19.000000+00:00\"], \"session_ids\": [\"bc69ec47-e648-497d-9bb8-0ad0386e3c59\", \"28c9338b-7553-4ae8-bf54-d1704ecb03ba\", \"bdbb2aff-ae60-434c-b1e9-68cb5f600d6e\", \"bb0ebb44-28e3-44fb-994f-16fc5435e2ac\", \"4e193e34-436a-4c8a-827e-fcf2f7145eb1\"], \"total_duration\": 126.0, \"total_sessions\": 5, \"mean_week_duration\": 0.746}, \"46187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-12-12 23:56:59.000000+00:00\", \"2020-01-17 13:44:57.000000+00:00\", \"2021-10-19 18:10:13.000000+00:00\", \"2020-04-29 22:53:03.000000+00:00\"], \"session_ids\": [\"7b3f4b94-d1cf-4974-815e-29a8e27d7440\", \"2a590579-059d-4dcb-974a-489bf9dd6177\", \"6881fa26-1c45-4613-b4fc-aa4672aac40c\", \"9de498ae-5610-4a02-b281-9aac3f25b81f\"], \"total_duration\": 780.0, \"total_sessions\": 4, \"mean_week_duration\": 8.478}, \"3257\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-02 23:56:25.000000+00:00\", \"2021-02-15 03:59:08.000000+00:00\", \"2022-02-20 07:55:08.000000+00:00\"], \"session_ids\": [\"bdcb8c7d-308d-455c-8a07-96680117328f\", \"c02e5d3d-f260-440b-964d-eb4d5bcbf377\", \"f19b8409-261d-49e0-bbd6-d5f4e7908226\"], \"total_duration\": 647.0, \"total_sessions\": 3, \"mean_week_duration\": 5.578}, \"85594\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-02 05:30:21.000000+00:00\", \"2020-08-23 16:26:52.000000+00:00\", \"2022-04-01 13:40:36.000000+00:00\"], \"session_ids\": [\"321045f0-25da-4cea-aecf-f5f230f168df\", \"fd39acb4-5fa4-4e74-83e8-dbd54697db8d\", \"2e4b0bb2-9c26-4890-98fd-29a61627f4b4\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.468}, \"23181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-04-23 03:37:15.000000+00:00\", \"2019-12-22 07:49:20.000000+00:00\", \"2022-06-02 14:35:08.000000+00:00\", \"2022-09-18 14:09:48.000000+00:00\"], \"session_ids\": [\"4ab50f89-3cf2-480a-9b2b-3dc94d3de40a\", \"34dd7882-1f46-4a71-be05-8f4cc0fa2dc1\", \"63fe6f69-c23f-49ea-b6e9-d3cea8ada9e2\", \"91b66eed-87cc-4e4a-a268-0e7dc48047d4\"], \"total_duration\": 381.0, \"total_sessions\": 4, \"mean_week_duration\": 2.664}, \"75756\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-04-09 03:01:21.000000+00:00\", \"2023-02-04 17:13:49.000000+00:00\", \"2022-06-16 22:13:29.000000+00:00\"], \"session_ids\": [\"8e4cbf5f-b718-4e66-a4f7-40b0aa87d25c\", \"72e1730e-0ec7-4fc1-bb23-e138d4eab032\", \"e80f5690-3a13-4923-b1ed-b141e9762861\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.837}, \"21221\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-04 21:01:19.000000+00:00\", \"2020-07-22 13:17:20.000000+00:00\", \"2023-05-18 14:26:25.000000+00:00\", \"2020-06-26 12:32:13.000000+00:00\", \"2020-09-19 13:40:36.000000+00:00\", \"2020-06-25 14:38:13.000000+00:00\", \"2022-04-29 01:03:43.000000+00:00\", \"2021-09-23 07:48:16.000000+00:00\", \"2022-09-19 21:21:51.000000+00:00\"], \"session_ids\": [\"00d5ab62-63c0-4a8f-9932-eac1116ec6c7\", \"6d5ba47c-8134-4445-8e41-72d70bd73bda\", \"9a74f375-749c-477f-a84c-ca4e94f17927\", \"b96f5414-6578-4b5c-b760-6d638c9d1ca8\", \"209f1a06-b7af-432a-a46c-6faea213ad76\", \"9d383470-73cd-426c-bdb2-e6f75f771afb\", \"c85ca120-711b-4472-9025-0d06c2df22df\", \"6ce805b4-72f1-4959-bb87-4b5330f4f099\", \"ff645ca0-d1c8-4a9f-acd3-cbb3d1fd4df0\"], \"total_duration\": 6632.0, \"total_sessions\": 9, \"mean_week_duration\": 43.921}}\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[{\"21221\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-04 21:01:19.000000+00:00\", \"2020-07-22 13:17:20.000000+00:00\", \"2023-05-18 14:26:25.000000+00:00\", \"2020-06-26 12:32:13.000000+00:00\", \"2020-09-19 13:40:36.000000+00:00\", \"2020-06-25 14:38:13.000000+00:00\", \"2022-04-29 01:03:43.000000+00:00\", \"2021-09-23 07:48:16.000000+00:00\", \"2022-09-19 21:21:51.000000+00:00\"], \"session_ids\": [\"00d5ab62-63c0-4a8f-9932-eac1116ec6c7\", \"6d5ba47c-8134-4445-8e41-72d70bd73bda\", \"9a74f375-749c-477f-a84c-ca4e94f17927\", \"b96f5414-6578-4b5c-b760-6d638c9d1ca8\", \"209f1a06-b7af-432a-a46c-6faea213ad76\", \"9d383470-73cd-426c-bdb2-e6f75f771afb\", \"c85ca120-711b-4472-9025-0d06c2df22df\", \"6ce805b4-72f1-4959-bb87-4b5330f4f099\", \"ff645ca0-d1c8-4a9f-acd3-cbb3d1fd4df0\"], \"total_duration\": 6632.0, \"total_sessions\": 9, \"mean_week_duration\": 43.921}}, {\"7928\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-01 02:41:09.000000+00:00\", \"2022-07-06 12:06:39.000000+00:00\"], \"session_ids\": [\"14bb94ed-4f87-4998-93e8-2005429ca2c9\", \"ba2f86ee-33e6-4685-96ee-ee4f028a2bdc\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 31.8}}, {\"98450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-07-11 13:59:05.000000+00:00\", \"2023-03-08 12:29:43.000000+00:00\"], \"session_ids\": [\"25b15e4d-1109-4c47-ab0d-56962f11ebfe\", \"07165e31-61ea-4608-b397-5352994b32a2\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 11.343}}, {\"46187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-12-12 23:56:59.000000+00:00\", \"2020-01-17 13:44:57.000000+00:00\", \"2021-10-19 18:10:13.000000+00:00\", \"2020-04-29 22:53:03.000000+00:00\"], \"session_ids\": [\"7b3f4b94-d1cf-4974-815e-29a8e27d7440\", \"2a590579-059d-4dcb-974a-489bf9dd6177\", \"6881fa26-1c45-4613-b4fc-aa4672aac40c\", \"9de498ae-5610-4a02-b281-9aac3f25b81f\"], \"total_duration\": 780.0, \"total_sessions\": 4, \"mean_week_duration\": 8.478}}, {\"3257\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-02 23:56:25.000000+00:00\", \"2021-02-15 03:59:08.000000+00:00\", \"2022-02-20 07:55:08.000000+00:00\"], \"session_ids\": [\"bdcb8c7d-308d-455c-8a07-96680117328f\", \"c02e5d3d-f260-440b-964d-eb4d5bcbf377\", \"f19b8409-261d-49e0-bbd6-d5f4e7908226\"], \"total_duration\": 647.0, \"total_sessions\": 3, \"mean_week_duration\": 5.578}}, {\"85594\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-02 05:30:21.000000+00:00\", \"2020-08-23 16:26:52.000000+00:00\", \"2022-04-01 13:40:36.000000+00:00\"], \"session_ids\": [\"321045f0-25da-4cea-aecf-f5f230f168df\", \"fd39acb4-5fa4-4e74-83e8-dbd54697db8d\", \"2e4b0bb2-9c26-4890-98fd-29a61627f4b4\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.468}}, {\"23181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-04-23 03:37:15.000000+00:00\", \"2019-12-22 07:49:20.000000+00:00\", \"2022-06-02 14:35:08.000000+00:00\", \"2022-09-18 14:09:48.000000+00:00\"], \"session_ids\": [\"4ab50f89-3cf2-480a-9b2b-3dc94d3de40a\", \"34dd7882-1f46-4a71-be05-8f4cc0fa2dc1\", \"63fe6f69-c23f-49ea-b6e9-d3cea8ada9e2\", \"91b66eed-87cc-4e4a-a268-0e7dc48047d4\"], \"total_duration\": 381.0, \"total_sessions\": 4, \"mean_week_duration\": 2.664}}, {\"75756\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-04-09 03:01:21.000000+00:00\", \"2023-02-04 17:13:49.000000+00:00\", \"2022-06-16 22:13:29.000000+00:00\"], \"session_ids\": [\"8e4cbf5f-b718-4e66-a4f7-40b0aa87d25c\", \"72e1730e-0ec7-4fc1-bb23-e138d4eab032\", \"e80f5690-3a13-4923-b1ed-b141e9762861\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.837}}, {\"63230\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-03 15:12:17.000000+00:00\", \"2022-11-18 21:39:24.000000+00:00\"], \"session_ids\": [\"7bd0d367-ef23-496f-8662-7288197b0b07\", \"278f3f77-1a4b-4c8e-a760-da8075831f14\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 0.788}}, {\"22835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-16 13:07:01.000000+00:00\", \"2021-01-15 10:15:52.000000+00:00\", \"2020-09-17 01:59:41.000000+00:00\", \"2020-02-10 18:47:26.000000+00:00\", \"2023-05-03 22:09:19.000000+00:00\"], \"session_ids\": [\"bc69ec47-e648-497d-9bb8-0ad0386e3c59\", \"28c9338b-7553-4ae8-bf54-d1704ecb03ba\", \"bdbb2aff-ae60-434c-b1e9-68cb5f600d6e\", \"bb0ebb44-28e3-44fb-994f-16fc5435e2ac\", \"4e193e34-436a-4c8a-827e-fcf2f7145eb1\"], \"total_duration\": 126.0, \"total_sessions\": 5, \"mean_week_duration\": 0.746}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude 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[{\"21221\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-04 21:01:19.000000+00:00\", \"2020-07-22 13:17:20.000000+00:00\", \"2023-05-18 14:26:25.000000+00:00\", \"2020-06-26 12:32:13.000000+00:00\", \"2020-09-19 13:40:36.000000+00:00\", \"2020-06-25 14:38:13.000000+00:00\", \"2022-04-29 01:03:43.000000+00:00\", \"2021-09-23 07:48:16.000000+00:00\", \"2022-09-19 21:21:51.000000+00:00\"], \"session_ids\": [\"00d5ab62-63c0-4a8f-9932-eac1116ec6c7\", \"6d5ba47c-8134-4445-8e41-72d70bd73bda\", \"9a74f375-749c-477f-a84c-ca4e94f17927\", \"b96f5414-6578-4b5c-b760-6d638c9d1ca8\", \"209f1a06-b7af-432a-a46c-6faea213ad76\", \"9d383470-73cd-426c-bdb2-e6f75f771afb\", \"c85ca120-711b-4472-9025-0d06c2df22df\", \"6ce805b4-72f1-4959-bb87-4b5330f4f099\", \"ff645ca0-d1c8-4a9f-acd3-cbb3d1fd4df0\"], \"total_duration\": 6632.0, \"total_sessions\": 9, \"mean_week_duration\": 43.921}}, {\"7928\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-01 02:41:09.000000+00:00\", \"2022-07-06 12:06:39.000000+00:00\"], \"session_ids\": [\"14bb94ed-4f87-4998-93e8-2005429ca2c9\", \"ba2f86ee-33e6-4685-96ee-ee4f028a2bdc\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 31.8}}, {\"98450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-07-11 13:59:05.000000+00:00\", \"2023-03-08 12:29:43.000000+00:00\"], \"session_ids\": [\"25b15e4d-1109-4c47-ab0d-56962f11ebfe\", \"07165e31-61ea-4608-b397-5352994b32a2\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 11.343}}, {\"46187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-12-12 23:56:59.000000+00:00\", \"2020-01-17 13:44:57.000000+00:00\", \"2021-10-19 18:10:13.000000+00:00\", \"2020-04-29 22:53:03.000000+00:00\"], \"session_ids\": [\"7b3f4b94-d1cf-4974-815e-29a8e27d7440\", \"2a590579-059d-4dcb-974a-489bf9dd6177\", \"6881fa26-1c45-4613-b4fc-aa4672aac40c\", \"9de498ae-5610-4a02-b281-9aac3f25b81f\"], \"total_duration\": 780.0, \"total_sessions\": 4, \"mean_week_duration\": 8.478}}, {\"3257\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-02 23:56:25.000000+00:00\", \"2021-02-15 03:59:08.000000+00:00\", \"2022-02-20 07:55:08.000000+00:00\"], \"session_ids\": [\"bdcb8c7d-308d-455c-8a07-96680117328f\", \"c02e5d3d-f260-440b-964d-eb4d5bcbf377\", \"f19b8409-261d-49e0-bbd6-d5f4e7908226\"], \"total_duration\": 647.0, \"total_sessions\": 3, \"mean_week_duration\": 5.578}}, {\"85594\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-02 05:30:21.000000+00:00\", \"2020-08-23 16:26:52.000000+00:00\", \"2022-04-01 13:40:36.000000+00:00\"], \"session_ids\": [\"321045f0-25da-4cea-aecf-f5f230f168df\", \"fd39acb4-5fa4-4e74-83e8-dbd54697db8d\", \"2e4b0bb2-9c26-4890-98fd-29a61627f4b4\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.468}}, {\"23181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-04-23 03:37:15.000000+00:00\", \"2019-12-22 07:49:20.000000+00:00\", \"2022-06-02 14:35:08.000000+00:00\", \"2022-09-18 14:09:48.000000+00:00\"], \"session_ids\": [\"4ab50f89-3cf2-480a-9b2b-3dc94d3de40a\", \"34dd7882-1f46-4a71-be05-8f4cc0fa2dc1\", \"63fe6f69-c23f-49ea-b6e9-d3cea8ada9e2\", \"91b66eed-87cc-4e4a-a268-0e7dc48047d4\"], \"total_duration\": 381.0, \"total_sessions\": 4, \"mean_week_duration\": 2.664}}, {\"75756\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-04-09 03:01:21.000000+00:00\", \"2023-02-04 17:13:49.000000+00:00\", \"2022-06-16 22:13:29.000000+00:00\"], \"session_ids\": [\"8e4cbf5f-b718-4e66-a4f7-40b0aa87d25c\", \"72e1730e-0ec7-4fc1-bb23-e138d4eab032\", \"e80f5690-3a13-4923-b1ed-b141e9762861\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.837}}]\n```\n"
}
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.