conversations
list |
|---|
[
{
"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{\"57335\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-30 06:07:59.000000+00:00\", \"2022-04-21 17:52:32.000000+00:00\"], \"session_ids\": [\"936152d1-556f-4a1f-81a4-450295ff3847\", \"a63c3e84-f702-48cf-b938-73cbcf370594\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.589}, \"69073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-12 17:48:55.000000+00:00\", \"2020-07-15 02:07:32.000000+00:00\"], \"session_ids\": [\"3b20c1f0-3be1-414b-818b-b9c2f94e7467\", \"234f09a7-bcca-482c-9cad-67e7d23a9b88\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 3.094}, \"14570\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-01 09:36:01.000000+00:00\", \"2022-08-25 21:34:59.000000+00:00\"], \"session_ids\": [\"0d5be9df-cf11-4216-ae31-a5559b6d203a\", \"71f2e956-fea0-4479-b42d-318edef0772d\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.4}, \"57272\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-31 23:14:12.000000+00:00\", \"2020-05-29 07:30:11.000000+00:00\", \"2021-02-20 11:18:22.000000+00:00\"], \"session_ids\": [\"2923dae3-60f0-4e5d-bcd8-6e7836d6c34e\", \"6d7da52f-fb55-4428-ac89-af72de39491a\", \"e816dea9-4da3-44b4-9d92-4766cbf386e9\"], \"total_duration\": 178.0, \"total_sessions\": 3, \"mean_week_duration\": 2.312}, \"22125\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-12 21:25:03.000000+00:00\", \"2019-09-22 11:06:53.000000+00:00\"], \"session_ids\": [\"361e3cf9-f0ec-4eff-87f8-5e09a51f6fd6\", \"1939def3-fa9c-4ac9-8d80-3e8a86ac0893\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.417}, \"26057\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-06 12:07:02.000000+00:00\", \"2022-08-15 19:34:09.000000+00:00\", \"2019-12-15 14:02:14.000000+00:00\", \"2022-05-13 23:38:30.000000+00:00\", \"2021-07-03 11:26:27.000000+00:00\", \"2023-06-14 07:31:37.000000+00:00\", \"2022-05-11 05:21:08.000000+00:00\", \"2022-06-08 17:38:23.000000+00:00\", \"2023-04-10 07:30:43.000000+00:00\"], \"session_ids\": [\"4470ba50-602d-46f4-9543-6a6cfbf1c409\", \"d60df49a-4926-4729-877a-458e1116921d\", \"37ce2e95-1457-4fe8-b2bd-687863a0f802\", \"1fa016af-f837-4180-a98b-03506f0a1dab\", \"6ff2f887-779d-4bef-8ad9-6a914d7ab412\", \"cd440f14-fae6-414e-addf-2c5ea2781370\", \"866f5f50-04fd-4472-980f-61f8f6663d3d\", \"fba0282d-01f3-4c6b-996d-725b53d4da69\", \"18d9dbd8-5297-4e6d-81a8-dc78474c6b18\"], \"total_duration\": 100.0, \"total_sessions\": 9, \"mean_week_duration\": 0.546}, \"69395\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-01-17 18:18:51.000000+00:00\", \"2019-08-28 08:58:54.000000+00:00\"], \"session_ids\": [\"c6729b09-2983-4f20-84d7-3acb0625855b\", \"e10f0576-d7b9-4e40-a79d-f23bc73bb17c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.224}, \"34064\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-01-01 20:37:23.000000+00:00\", \"2021-04-07 07:36:04.000000+00:00\", \"2019-01-18 03:48:00.000000+00:00\", \"2019-10-13 10:00:03.000000+00:00\"], \"session_ids\": [\"2ad8408d-007a-4d7e-861c-419e99df1e10\", \"e8e1dbe0-00f4-43b9-9133-b74367c16385\", \"9870a25e-5bce-4e64-b9a9-e17b0094232f\", \"288aef44-754b-4f3a-be2c-94fc93208a98\"], \"total_duration\": 354.0, \"total_sessions\": 4, \"mean_week_duration\": 3.052}, \"29744\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-20 01:00:41.000000+00:00\", \"2019-05-14 23:22:40.000000+00:00\", \"2020-10-31 19:26:51.000000+00:00\", \"2022-02-19 16:49:14.000000+00:00\", \"2019-11-05 05:25:38.000000+00:00\"], \"session_ids\": [\"e08ff035-41eb-44b4-8aba-465d5d2b4bdc\", \"bc01824c-a92a-43f4-b5ce-a2e57ec064cc\", \"02a263b1-cab0-4211-8857-cd4c0a141251\", \"fee4645b-08cb-43a2-9e26-7d6c4709ab4c\", \"c9410d3a-1227-4131-9e55-249fba808811\"], \"total_duration\": 625.0, \"total_sessions\": 5, \"mean_week_duration\": 4.31}, \"51372\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-20 20:54:35.000000+00:00\", \"2021-07-21 12:03:55.000000+00:00\"], \"session_ids\": [\"15e47330-34c2-4ae2-b7c1-84b50e03f253\", \"d7496767-3977-490f-9ffc-b1bb8a820e03\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.237}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26057\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-06 12:07:02.000000+00:00\", \"2022-08-15 19:34:09.000000+00:00\", \"2019-12-15 14:02:14.000000+00:00\", \"2022-05-13 23:38:30.000000+00:00\", \"2021-07-03 11:26:27.000000+00:00\", \"2023-06-14 07:31:37.000000+00:00\", \"2022-05-11 05:21:08.000000+00:00\", \"2022-06-08 17:38:23.000000+00:00\", \"2023-04-10 07:30:43.000000+00:00\"], \"session_ids\": [\"4470ba50-602d-46f4-9543-6a6cfbf1c409\", \"d60df49a-4926-4729-877a-458e1116921d\", \"37ce2e95-1457-4fe8-b2bd-687863a0f802\", \"1fa016af-f837-4180-a98b-03506f0a1dab\", \"6ff2f887-779d-4bef-8ad9-6a914d7ab412\", \"cd440f14-fae6-414e-addf-2c5ea2781370\", \"866f5f50-04fd-4472-980f-61f8f6663d3d\", \"fba0282d-01f3-4c6b-996d-725b53d4da69\", \"18d9dbd8-5297-4e6d-81a8-dc78474c6b18\"], \"total_duration\": 100.0, \"total_sessions\": 9, \"mean_week_duration\": 0.546}, \"29744\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-20 01:00:41.000000+00:00\", \"2019-05-14 23:22:40.000000+00:00\", \"2020-10-31 19:26:51.000000+00:00\", \"2022-02-19 16:49:14.000000+00:00\", \"2019-11-05 05:25:38.000000+00:00\"], \"session_ids\": [\"e08ff035-41eb-44b4-8aba-465d5d2b4bdc\", \"bc01824c-a92a-43f4-b5ce-a2e57ec064cc\", \"02a263b1-cab0-4211-8857-cd4c0a141251\", \"fee4645b-08cb-43a2-9e26-7d6c4709ab4c\", \"c9410d3a-1227-4131-9e55-249fba808811\"], \"total_duration\": 625.0, \"total_sessions\": 5, \"mean_week_duration\": 4.31}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29744\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-20 01:00:41.000000+00:00\", \"2019-05-14 23:22:40.000000+00:00\", \"2020-10-31 19:26:51.000000+00:00\", \"2022-02-19 16:49:14.000000+00:00\", \"2019-11-05 05:25:38.000000+00:00\"], \"session_ids\": [\"e08ff035-41eb-44b4-8aba-465d5d2b4bdc\", \"bc01824c-a92a-43f4-b5ce-a2e57ec064cc\", \"02a263b1-cab0-4211-8857-cd4c0a141251\", \"fee4645b-08cb-43a2-9e26-7d6c4709ab4c\", \"c9410d3a-1227-4131-9e55-249fba808811\"], \"total_duration\": 625.0, \"total_sessions\": 5, \"mean_week_duration\": 4.31}}, {\"26057\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-06 12:07:02.000000+00:00\", \"2022-08-15 19:34:09.000000+00:00\", \"2019-12-15 14:02:14.000000+00:00\", \"2022-05-13 23:38:30.000000+00:00\", \"2021-07-03 11:26:27.000000+00:00\", \"2023-06-14 07:31:37.000000+00:00\", \"2022-05-11 05:21:08.000000+00:00\", \"2022-06-08 17:38:23.000000+00:00\", \"2023-04-10 07:30:43.000000+00:00\"], \"session_ids\": [\"4470ba50-602d-46f4-9543-6a6cfbf1c409\", \"d60df49a-4926-4729-877a-458e1116921d\", \"37ce2e95-1457-4fe8-b2bd-687863a0f802\", \"1fa016af-f837-4180-a98b-03506f0a1dab\", \"6ff2f887-779d-4bef-8ad9-6a914d7ab412\", \"cd440f14-fae6-414e-addf-2c5ea2781370\", \"866f5f50-04fd-4472-980f-61f8f6663d3d\", \"fba0282d-01f3-4c6b-996d-725b53d4da69\", \"18d9dbd8-5297-4e6d-81a8-dc78474c6b18\"], \"total_duration\": 100.0, \"total_sessions\": 9, \"mean_week_duration\": 0.546}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding 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[{\"29744\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-20 01:00:41.000000+00:00\", \"2019-05-14 23:22:40.000000+00:00\", \"2020-10-31 19:26:51.000000+00:00\", \"2022-02-19 16:49:14.000000+00:00\", \"2019-11-05 05:25:38.000000+00:00\"], \"session_ids\": [\"e08ff035-41eb-44b4-8aba-465d5d2b4bdc\", \"bc01824c-a92a-43f4-b5ce-a2e57ec064cc\", \"02a263b1-cab0-4211-8857-cd4c0a141251\", \"fee4645b-08cb-43a2-9e26-7d6c4709ab4c\", \"c9410d3a-1227-4131-9e55-249fba808811\"], \"total_duration\": 625.0, \"total_sessions\": 5, \"mean_week_duration\": 4.31}}, {\"26057\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-06 12:07:02.000000+00:00\", \"2022-08-15 19:34:09.000000+00:00\", \"2019-12-15 14:02:14.000000+00:00\", \"2022-05-13 23:38:30.000000+00:00\", \"2021-07-03 11:26:27.000000+00:00\", \"2023-06-14 07:31:37.000000+00:00\", \"2022-05-11 05:21:08.000000+00:00\", \"2022-06-08 17:38:23.000000+00:00\", \"2023-04-10 07:30:43.000000+00:00\"], \"session_ids\": [\"4470ba50-602d-46f4-9543-6a6cfbf1c409\", \"d60df49a-4926-4729-877a-458e1116921d\", \"37ce2e95-1457-4fe8-b2bd-687863a0f802\", \"1fa016af-f837-4180-a98b-03506f0a1dab\", \"6ff2f887-779d-4bef-8ad9-6a914d7ab412\", \"cd440f14-fae6-414e-addf-2c5ea2781370\", \"866f5f50-04fd-4472-980f-61f8f6663d3d\", \"fba0282d-01f3-4c6b-996d-725b53d4da69\", \"18d9dbd8-5297-4e6d-81a8-dc78474c6b18\"], \"total_duration\": 100.0, \"total_sessions\": 9, \"mean_week_duration\": 0.546}}]\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[{\"29744\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-20 01:00:41.000000+00:00\", \"2019-05-14 23:22:40.000000+00:00\", \"2020-10-31 19:26:51.000000+00:00\", \"2022-02-19 16:49:14.000000+00:00\", \"2019-11-05 05:25:38.000000+00:00\"], \"session_ids\": [\"e08ff035-41eb-44b4-8aba-465d5d2b4bdc\", \"bc01824c-a92a-43f4-b5ce-a2e57ec064cc\", \"02a263b1-cab0-4211-8857-cd4c0a141251\", \"fee4645b-08cb-43a2-9e26-7d6c4709ab4c\", \"c9410d3a-1227-4131-9e55-249fba808811\"], \"total_duration\": 625.0, \"total_sessions\": 5, \"mean_week_duration\": 4.31}}, {\"26057\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-06 12:07:02.000000+00:00\", \"2022-08-15 19:34:09.000000+00:00\", \"2019-12-15 14:02:14.000000+00:00\", \"2022-05-13 23:38:30.000000+00:00\", \"2021-07-03 11:26:27.000000+00:00\", \"2023-06-14 07:31:37.000000+00:00\", \"2022-05-11 05:21:08.000000+00:00\", \"2022-06-08 17:38:23.000000+00:00\", \"2023-04-10 07:30:43.000000+00:00\"], \"session_ids\": [\"4470ba50-602d-46f4-9543-6a6cfbf1c409\", \"d60df49a-4926-4729-877a-458e1116921d\", \"37ce2e95-1457-4fe8-b2bd-687863a0f802\", \"1fa016af-f837-4180-a98b-03506f0a1dab\", \"6ff2f887-779d-4bef-8ad9-6a914d7ab412\", \"cd440f14-fae6-414e-addf-2c5ea2781370\", \"866f5f50-04fd-4472-980f-61f8f6663d3d\", \"fba0282d-01f3-4c6b-996d-725b53d4da69\", \"18d9dbd8-5297-4e6d-81a8-dc78474c6b18\"], \"total_duration\": 100.0, \"total_sessions\": 9, \"mean_week_duration\": 0.546}}]\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 who have number of sessions smaller than 5 and bigger than 2 in addition implement sorting by city_name risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-28 05:09:37.000000+00:00\", \"2020-09-28 14:32:20.000000+00:00\", \"2021-09-09 20:00:41.000000+00:00\", \"2019-03-17 15:46:12.000000+00:00\", \"2022-05-27 01:20:52.000000+00:00\"], \"session_ids\": [\"01b66883-9e85-4cd6-92cd-71a940d9efd9\", \"72e0671c-0501-4207-b1c0-5caab6bffd03\", \"208370d3-ab81-48f5-9c84-bc4911a9482d\", \"1cce571a-bf68-40da-a8dd-c02b9730a1bd\", \"ceae7837-b495-4cdf-8f30-e0a06739ecca\"], \"total_duration\": 218.0, \"total_sessions\": 5, \"mean_week_duration\": 1.305}, \"43922\": {\"keyflows\": {\"Sign In Flow\": 8}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-22 07:00:15.000000+00:00\", \"2020-07-15 12:27:05.000000+00:00\", \"2022-01-18 20:42:09.000000+00:00\", \"2021-02-14 13:22:14.000000+00:00\"], \"session_ids\": [\"b0aea0ad-a6f6-4a8b-846a-b6185cc136ed\", \"ac1829c8-5240-4405-a548-762836efb74e\", \"71ab7745-5cb8-487c-ba47-17336d0f52b0\", \"45f15e36-6233-472c-abc2-9abd1c2aa05e\"], \"total_duration\": 1272.0, \"total_sessions\": 4, \"mean_week_duration\": 16.101}, \"82269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-27 10:43:02.000000+00:00\", \"2020-07-11 13:07:26.000000+00:00\", \"2023-03-19 06:10:42.000000+00:00\", \"2020-12-07 16:48:03.000000+00:00\", \"2019-11-08 17:44:32.000000+00:00\", \"2022-07-31 01:53:18.000000+00:00\", \"2019-03-19 05:09:10.000000+00:00\", \"2022-07-19 15:02:51.000000+00:00\", \"2022-02-14 00:20:37.000000+00:00\"], \"session_ids\": [\"7cff4f9c-5b2c-4403-b54b-c9ee697bf07d\", \"d89a1fe1-d7a2-452f-89c4-710b347299d0\", \"e3407b30-484b-4cc7-b208-ea1bc3b08c2e\", \"3f9061d8-4716-4618-b99d-97957a3ea7c0\", \"ddcd1a23-8167-4f79-98f6-06736449e6ec\", \"6340863a-d09e-4579-8ea2-f59fef539bfd\", \"eedaa607-869e-464f-991a-c5660c89eb3f\", \"084f4b26-ad80-47e7-a3a0-8b5505dfb895\", \"ac547c7c-d194-4a07-9141-11ed676d335e\"], \"total_duration\": 11232.0, \"total_sessions\": 9, \"mean_week_duration\": 53.742}, \"33670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-22 19:54:06.000000+00:00\", \"2019-10-02 04:02:52.000000+00:00\", \"2019-12-25 08:07:45.000000+00:00\", \"2019-10-27 01:35:38.000000+00:00\"], \"session_ids\": [\"f2214da8-7a14-4aad-bd95-10155fa74182\", \"c4fbee3f-1e7f-41e4-95a1-e756b30440bb\", \"802eeea8-2fb7-4970-a847-efb1f41ab0df\", \"f7beb714-d7a3-48ae-8a57-e44aeeb920d9\"], \"total_duration\": 1486.0, \"total_sessions\": 4, \"mean_week_duration\": 15.01}, \"55695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-12 20:00:02.000000+00:00\", \"2022-02-27 07:26:52.000000+00:00\", \"2022-03-14 19:31:22.000000+00:00\"], \"session_ids\": [\"9b6e9fec-8c1a-4a93-85a8-5766a26ae733\", \"1358df82-9a49-44c7-9510-468839baf5d6\", \"d64e142c-0f8a-4ca1-8845-1596bf38c440\"], \"total_duration\": 367.0, \"total_sessions\": 3, \"mean_week_duration\": 122.333}, \"29889\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-08 23:47:18.000000+00:00\", \"2019-03-24 03:37:21.000000+00:00\", \"2022-05-17 20:41:16.000000+00:00\"], \"session_ids\": [\"d7e7b96a-e6ef-4cdf-aa6d-fc9b74eee302\", \"05984fc4-9b6b-4a64-be9f-76fdb779f45a\", \"ecf86f88-3a3c-41ce-9d9d-dc82a09eebce\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 2.557}, \"43049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-05 02:08:15.000000+00:00\", \"2020-07-25 20:16:37.000000+00:00\"], \"session_ids\": [\"56c5b057-6d65-4c64-bfca-8f0be7d9a434\", \"7caf6ede-bee4-4137-820a-37ad12850453\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.634}, \"81031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-10-04 14:57:42.000000+00:00\", \"2022-02-08 02:14:56.000000+00:00\", \"2021-08-15 21:48:24.000000+00:00\"], \"session_ids\": [\"093c0779-1e4b-47c6-be62-bc64ab496a78\", \"9bf8dc60-00ed-4e48-a007-632231863aff\", \"b4b708ff-4dde-4127-96a7-6af428a67569\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 0.951}, \"64069\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-01-21 20:20:58.000000+00:00\", \"2019-10-09 20:44:42.000000+00:00\"], \"session_ids\": [\"44b8083b-cdac-4c55-b057-a82bee2ea664\", \"6c16eb82-6f2f-41c1-8246-36003d454193\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.896}, \"5322\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-07-14 06:43:21.000000+00:00\", \"2021-01-24 19:51:28.000000+00:00\", \"2021-09-15 01:14:20.000000+00:00\"], \"session_ids\": [\"60a93af6-f50a-443a-9185-25e01f9e727d\", \"e2adfe7c-b06e-441d-be6a-6acd877f8b0a\", \"1cfbb582-ddfa-4317-b0ed-ca554c573a5b\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 2 and are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-28 05:09:37.000000+00:00\", \"2020-09-28 14:32:20.000000+00:00\", \"2021-09-09 20:00:41.000000+00:00\", \"2019-03-17 15:46:12.000000+00:00\", \"2022-05-27 01:20:52.000000+00:00\"], \"session_ids\": [\"01b66883-9e85-4cd6-92cd-71a940d9efd9\", \"72e0671c-0501-4207-b1c0-5caab6bffd03\", \"208370d3-ab81-48f5-9c84-bc4911a9482d\", \"1cce571a-bf68-40da-a8dd-c02b9730a1bd\", \"ceae7837-b495-4cdf-8f30-e0a06739ecca\"], \"total_duration\": 218.0, \"total_sessions\": 5, \"mean_week_duration\": 1.305}, \"43922\": {\"keyflows\": {\"Sign In Flow\": 8}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-22 07:00:15.000000+00:00\", \"2020-07-15 12:27:05.000000+00:00\", \"2022-01-18 20:42:09.000000+00:00\", \"2021-02-14 13:22:14.000000+00:00\"], \"session_ids\": [\"b0aea0ad-a6f6-4a8b-846a-b6185cc136ed\", \"ac1829c8-5240-4405-a548-762836efb74e\", \"71ab7745-5cb8-487c-ba47-17336d0f52b0\", \"45f15e36-6233-472c-abc2-9abd1c2aa05e\"], \"total_duration\": 1272.0, \"total_sessions\": 4, \"mean_week_duration\": 16.101}, \"33670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-22 19:54:06.000000+00:00\", \"2019-10-02 04:02:52.000000+00:00\", \"2019-12-25 08:07:45.000000+00:00\", \"2019-10-27 01:35:38.000000+00:00\"], \"session_ids\": [\"f2214da8-7a14-4aad-bd95-10155fa74182\", \"c4fbee3f-1e7f-41e4-95a1-e756b30440bb\", \"802eeea8-2fb7-4970-a847-efb1f41ab0df\", \"f7beb714-d7a3-48ae-8a57-e44aeeb920d9\"], \"total_duration\": 1486.0, \"total_sessions\": 4, \"mean_week_duration\": 15.01}, \"55695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-12 20:00:02.000000+00:00\", \"2022-02-27 07:26:52.000000+00:00\", \"2022-03-14 19:31:22.000000+00:00\"], \"session_ids\": [\"9b6e9fec-8c1a-4a93-85a8-5766a26ae733\", \"1358df82-9a49-44c7-9510-468839baf5d6\", \"d64e142c-0f8a-4ca1-8845-1596bf38c440\"], \"total_duration\": 367.0, \"total_sessions\": 3, \"mean_week_duration\": 122.333}, \"29889\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-08 23:47:18.000000+00:00\", \"2019-03-24 03:37:21.000000+00:00\", \"2022-05-17 20:41:16.000000+00:00\"], \"session_ids\": [\"d7e7b96a-e6ef-4cdf-aa6d-fc9b74eee302\", \"05984fc4-9b6b-4a64-be9f-76fdb779f45a\", \"ecf86f88-3a3c-41ce-9d9d-dc82a09eebce\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 2.557}, \"43049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-05 02:08:15.000000+00:00\", \"2020-07-25 20:16:37.000000+00:00\"], \"session_ids\": [\"56c5b057-6d65-4c64-bfca-8f0be7d9a434\", \"7caf6ede-bee4-4137-820a-37ad12850453\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.634}, \"81031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-10-04 14:57:42.000000+00:00\", \"2022-02-08 02:14:56.000000+00:00\", \"2021-08-15 21:48:24.000000+00:00\"], \"session_ids\": [\"093c0779-1e4b-47c6-be62-bc64ab496a78\", \"9bf8dc60-00ed-4e48-a007-632231863aff\", \"b4b708ff-4dde-4127-96a7-6af428a67569\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 0.951}, \"64069\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-01-21 20:20:58.000000+00:00\", \"2019-10-09 20:44:42.000000+00:00\"], \"session_ids\": [\"44b8083b-cdac-4c55-b057-a82bee2ea664\", \"6c16eb82-6f2f-41c1-8246-36003d454193\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.896}, \"5322\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-07-14 06:43:21.000000+00:00\", \"2021-01-24 19:51:28.000000+00:00\", \"2021-09-15 01:14:20.000000+00:00\"], \"session_ids\": [\"60a93af6-f50a-443a-9185-25e01f9e727d\", \"e2adfe7c-b06e-441d-be6a-6acd877f8b0a\", \"1cfbb582-ddfa-4317-b0ed-ca554c573a5b\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-10-04 14:57:42.000000+00:00\", \"2022-02-08 02:14:56.000000+00:00\", \"2021-08-15 21:48:24.000000+00:00\"], \"session_ids\": [\"093c0779-1e4b-47c6-be62-bc64ab496a78\", \"9bf8dc60-00ed-4e48-a007-632231863aff\", \"b4b708ff-4dde-4127-96a7-6af428a67569\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 0.951}}, {\"43922\": {\"keyflows\": {\"Sign In Flow\": 8}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-22 07:00:15.000000+00:00\", \"2020-07-15 12:27:05.000000+00:00\", \"2022-01-18 20:42:09.000000+00:00\", \"2021-02-14 13:22:14.000000+00:00\"], \"session_ids\": [\"b0aea0ad-a6f6-4a8b-846a-b6185cc136ed\", \"ac1829c8-5240-4405-a548-762836efb74e\", \"71ab7745-5cb8-487c-ba47-17336d0f52b0\", \"45f15e36-6233-472c-abc2-9abd1c2aa05e\"], \"total_duration\": 1272.0, \"total_sessions\": 4, \"mean_week_duration\": 16.101}}, {\"55695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-12 20:00:02.000000+00:00\", \"2022-02-27 07:26:52.000000+00:00\", \"2022-03-14 19:31:22.000000+00:00\"], \"session_ids\": [\"9b6e9fec-8c1a-4a93-85a8-5766a26ae733\", \"1358df82-9a49-44c7-9510-468839baf5d6\", \"d64e142c-0f8a-4ca1-8845-1596bf38c440\"], \"total_duration\": 367.0, \"total_sessions\": 3, \"mean_week_duration\": 122.333}}, {\"90455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-28 05:09:37.000000+00:00\", \"2020-09-28 14:32:20.000000+00:00\", \"2021-09-09 20:00:41.000000+00:00\", \"2019-03-17 15:46:12.000000+00:00\", \"2022-05-27 01:20:52.000000+00:00\"], \"session_ids\": [\"01b66883-9e85-4cd6-92cd-71a940d9efd9\", \"72e0671c-0501-4207-b1c0-5caab6bffd03\", \"208370d3-ab81-48f5-9c84-bc4911a9482d\", \"1cce571a-bf68-40da-a8dd-c02b9730a1bd\", \"ceae7837-b495-4cdf-8f30-e0a06739ecca\"], \"total_duration\": 218.0, \"total_sessions\": 5, \"mean_week_duration\": 1.305}}, {\"33670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-22 19:54:06.000000+00:00\", \"2019-10-02 04:02:52.000000+00:00\", \"2019-12-25 08:07:45.000000+00:00\", \"2019-10-27 01:35:38.000000+00:00\"], \"session_ids\": [\"f2214da8-7a14-4aad-bd95-10155fa74182\", \"c4fbee3f-1e7f-41e4-95a1-e756b30440bb\", \"802eeea8-2fb7-4970-a847-efb1f41ab0df\", \"f7beb714-d7a3-48ae-8a57-e44aeeb920d9\"], \"total_duration\": 1486.0, \"total_sessions\": 4, \"mean_week_duration\": 15.01}}, {\"5322\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-07-14 06:43:21.000000+00:00\", \"2021-01-24 19:51:28.000000+00:00\", \"2021-09-15 01:14:20.000000+00:00\"], \"session_ids\": [\"60a93af6-f50a-443a-9185-25e01f9e727d\", \"e2adfe7c-b06e-441d-be6a-6acd877f8b0a\", \"1cfbb582-ddfa-4317-b0ed-ca554c573a5b\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}}, {\"29889\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-08 23:47:18.000000+00:00\", \"2019-03-24 03:37:21.000000+00:00\", \"2022-05-17 20:41:16.000000+00:00\"], \"session_ids\": [\"d7e7b96a-e6ef-4cdf-aa6d-fc9b74eee302\", \"05984fc4-9b6b-4a64-be9f-76fdb779f45a\", \"ecf86f88-3a3c-41ce-9d9d-dc82a09eebce\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 2.557}}, {\"43049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-05 02:08:15.000000+00:00\", \"2020-07-25 20:16:37.000000+00:00\"], \"session_ids\": [\"56c5b057-6d65-4c64-bfca-8f0be7d9a434\", \"7caf6ede-bee4-4137-820a-37ad12850453\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.634}}, {\"64069\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-01-21 20:20:58.000000+00:00\", \"2019-10-09 20:44:42.000000+00:00\"], \"session_ids\": [\"44b8083b-cdac-4c55-b057-a82bee2ea664\", \"6c16eb82-6f2f-41c1-8246-36003d454193\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.896}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-10-04 14:57:42.000000+00:00\", \"2022-02-08 02:14:56.000000+00:00\", \"2021-08-15 21:48:24.000000+00:00\"], \"session_ids\": [\"093c0779-1e4b-47c6-be62-bc64ab496a78\", \"9bf8dc60-00ed-4e48-a007-632231863aff\", \"b4b708ff-4dde-4127-96a7-6af428a67569\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 0.951}}, {\"43922\": {\"keyflows\": {\"Sign In Flow\": 8}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-22 07:00:15.000000+00:00\", \"2020-07-15 12:27:05.000000+00:00\", \"2022-01-18 20:42:09.000000+00:00\", \"2021-02-14 13:22:14.000000+00:00\"], \"session_ids\": [\"b0aea0ad-a6f6-4a8b-846a-b6185cc136ed\", \"ac1829c8-5240-4405-a548-762836efb74e\", \"71ab7745-5cb8-487c-ba47-17336d0f52b0\", \"45f15e36-6233-472c-abc2-9abd1c2aa05e\"], \"total_duration\": 1272.0, \"total_sessions\": 4, \"mean_week_duration\": 16.101}}, {\"55695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-12 20:00:02.000000+00:00\", \"2022-02-27 07:26:52.000000+00:00\", \"2022-03-14 19:31:22.000000+00:00\"], \"session_ids\": [\"9b6e9fec-8c1a-4a93-85a8-5766a26ae733\", \"1358df82-9a49-44c7-9510-468839baf5d6\", \"d64e142c-0f8a-4ca1-8845-1596bf38c440\"], \"total_duration\": 367.0, \"total_sessions\": 3, \"mean_week_duration\": 122.333}}, {\"90455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-28 05:09:37.000000+00:00\", \"2020-09-28 14:32:20.000000+00:00\", \"2021-09-09 20:00:41.000000+00:00\", \"2019-03-17 15:46:12.000000+00:00\", \"2022-05-27 01:20:52.000000+00:00\"], \"session_ids\": [\"01b66883-9e85-4cd6-92cd-71a940d9efd9\", \"72e0671c-0501-4207-b1c0-5caab6bffd03\", \"208370d3-ab81-48f5-9c84-bc4911a9482d\", \"1cce571a-bf68-40da-a8dd-c02b9730a1bd\", \"ceae7837-b495-4cdf-8f30-e0a06739ecca\"], \"total_duration\": 218.0, \"total_sessions\": 5, \"mean_week_duration\": 1.305}}, {\"33670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-22 19:54:06.000000+00:00\", \"2019-10-02 04:02:52.000000+00:00\", \"2019-12-25 08:07:45.000000+00:00\", \"2019-10-27 01:35:38.000000+00:00\"], \"session_ids\": [\"f2214da8-7a14-4aad-bd95-10155fa74182\", \"c4fbee3f-1e7f-41e4-95a1-e756b30440bb\", \"802eeea8-2fb7-4970-a847-efb1f41ab0df\", \"f7beb714-d7a3-48ae-8a57-e44aeeb920d9\"], \"total_duration\": 1486.0, \"total_sessions\": 4, \"mean_week_duration\": 15.01}}, {\"5322\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-07-14 06:43:21.000000+00:00\", \"2021-01-24 19:51:28.000000+00:00\", \"2021-09-15 01:14:20.000000+00:00\"], \"session_ids\": [\"60a93af6-f50a-443a-9185-25e01f9e727d\", \"e2adfe7c-b06e-441d-be6a-6acd877f8b0a\", \"1cfbb582-ddfa-4317-b0ed-ca554c573a5b\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}}, {\"29889\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-08 23:47:18.000000+00:00\", \"2019-03-24 03:37:21.000000+00:00\", \"2022-05-17 20:41:16.000000+00:00\"], \"session_ids\": [\"d7e7b96a-e6ef-4cdf-aa6d-fc9b74eee302\", \"05984fc4-9b6b-4a64-be9f-76fdb779f45a\", \"ecf86f88-3a3c-41ce-9d9d-dc82a09eebce\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 2.557}}, {\"43049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-05 02:08:15.000000+00:00\", \"2020-07-25 20:16:37.000000+00:00\"], \"session_ids\": [\"56c5b057-6d65-4c64-bfca-8f0be7d9a434\", \"7caf6ede-bee4-4137-820a-37ad12850453\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.634}}]\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[{\"81031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-10-04 14:57:42.000000+00:00\", \"2022-02-08 02:14:56.000000+00:00\", \"2021-08-15 21:48:24.000000+00:00\"], \"session_ids\": [\"093c0779-1e4b-47c6-be62-bc64ab496a78\", \"9bf8dc60-00ed-4e48-a007-632231863aff\", \"b4b708ff-4dde-4127-96a7-6af428a67569\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 0.951}}, {\"43922\": {\"keyflows\": {\"Sign In Flow\": 8}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-22 07:00:15.000000+00:00\", \"2020-07-15 12:27:05.000000+00:00\", \"2022-01-18 20:42:09.000000+00:00\", \"2021-02-14 13:22:14.000000+00:00\"], \"session_ids\": [\"b0aea0ad-a6f6-4a8b-846a-b6185cc136ed\", \"ac1829c8-5240-4405-a548-762836efb74e\", \"71ab7745-5cb8-487c-ba47-17336d0f52b0\", \"45f15e36-6233-472c-abc2-9abd1c2aa05e\"], \"total_duration\": 1272.0, \"total_sessions\": 4, \"mean_week_duration\": 16.101}}, {\"55695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-12 20:00:02.000000+00:00\", \"2022-02-27 07:26:52.000000+00:00\", \"2022-03-14 19:31:22.000000+00:00\"], \"session_ids\": [\"9b6e9fec-8c1a-4a93-85a8-5766a26ae733\", \"1358df82-9a49-44c7-9510-468839baf5d6\", \"d64e142c-0f8a-4ca1-8845-1596bf38c440\"], \"total_duration\": 367.0, \"total_sessions\": 3, \"mean_week_duration\": 122.333}}, {\"90455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-28 05:09:37.000000+00:00\", \"2020-09-28 14:32:20.000000+00:00\", \"2021-09-09 20:00:41.000000+00:00\", \"2019-03-17 15:46:12.000000+00:00\", \"2022-05-27 01:20:52.000000+00:00\"], \"session_ids\": [\"01b66883-9e85-4cd6-92cd-71a940d9efd9\", \"72e0671c-0501-4207-b1c0-5caab6bffd03\", \"208370d3-ab81-48f5-9c84-bc4911a9482d\", \"1cce571a-bf68-40da-a8dd-c02b9730a1bd\", \"ceae7837-b495-4cdf-8f30-e0a06739ecca\"], \"total_duration\": 218.0, \"total_sessions\": 5, \"mean_week_duration\": 1.305}}, {\"33670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-22 19:54:06.000000+00:00\", \"2019-10-02 04:02:52.000000+00:00\", \"2019-12-25 08:07:45.000000+00:00\", \"2019-10-27 01:35:38.000000+00:00\"], \"session_ids\": [\"f2214da8-7a14-4aad-bd95-10155fa74182\", \"c4fbee3f-1e7f-41e4-95a1-e756b30440bb\", \"802eeea8-2fb7-4970-a847-efb1f41ab0df\", \"f7beb714-d7a3-48ae-8a57-e44aeeb920d9\"], \"total_duration\": 1486.0, \"total_sessions\": 4, \"mean_week_duration\": 15.01}}, {\"5322\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-07-14 06:43:21.000000+00:00\", \"2021-01-24 19:51:28.000000+00:00\", \"2021-09-15 01:14:20.000000+00:00\"], \"session_ids\": [\"60a93af6-f50a-443a-9185-25e01f9e727d\", \"e2adfe7c-b06e-441d-be6a-6acd877f8b0a\", \"1cfbb582-ddfa-4317-b0ed-ca554c573a5b\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}}, {\"29889\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-08 23:47:18.000000+00:00\", \"2019-03-24 03:37:21.000000+00:00\", \"2022-05-17 20:41:16.000000+00:00\"], \"session_ids\": [\"d7e7b96a-e6ef-4cdf-aa6d-fc9b74eee302\", \"05984fc4-9b6b-4a64-be9f-76fdb779f45a\", \"ecf86f88-3a3c-41ce-9d9d-dc82a09eebce\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 2.557}}, {\"43049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-05 02:08:15.000000+00:00\", \"2020-07-25 20:16:37.000000+00:00\"], \"session_ids\": [\"56c5b057-6d65-4c64-bfca-8f0be7d9a434\", \"7caf6ede-bee4-4137-820a-37ad12850453\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.634}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 6 users who are folks of cities Nairobi, Hanoi as well as perform sorting by sessions count 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{\"29578\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-04 12:32:46.000000+00:00\", \"2023-05-25 18:42:33.000000+00:00\"], \"session_ids\": [\"973df843-f054-4fbd-909c-dfc26e67cd41\", \"5ce21ad3-b58c-4ca3-ba02-da37b440322f\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}, \"84940\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-03 20:20:49.000000+00:00\", \"2019-08-29 01:48:02.000000+00:00\"], \"session_ids\": [\"0744b2fa-5c7d-4759-8d32-a6fb5e40b5c7\", \"cd8d43f3-7010-4a03-834c-9529122a0a0a\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 1.605}, \"53802\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-28 18:52:46.000000+00:00\", \"2019-10-23 22:27:03.000000+00:00\", \"2020-10-23 17:05:49.000000+00:00\", \"2020-03-26 06:41:25.000000+00:00\", \"2019-09-03 19:18:24.000000+00:00\"], \"session_ids\": [\"f8fe0adc-a93c-4166-ae3e-b2397b93467f\", \"85d750f6-ea98-4284-8157-dc2d53618a40\", \"1d0b8bb1-fb4b-479b-b6d8-8630dfb2fc9f\", \"e387e4c7-f253-44e9-a706-645fca7a0352\", \"6afdad4e-ee0c-4313-91c5-a6abe9db1e25\"], \"total_duration\": 2412.0, \"total_sessions\": 5, \"mean_week_duration\": 15.075}, \"23665\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-03 05:54:07.000000+00:00\", \"2019-11-25 13:54:05.000000+00:00\", \"2023-01-10 08:22:26.000000+00:00\", \"2022-06-05 20:17:46.000000+00:00\", \"2021-09-26 17:28:02.000000+00:00\", \"2019-07-23 07:24:09.000000+00:00\", \"2019-04-12 00:40:55.000000+00:00\"], \"session_ids\": [\"c31dfeac-ff71-4c12-a04d-db83a2bc10d0\", \"05f36c78-4c72-4188-8614-d4bd32cf87c1\", \"15de058a-d60d-4157-b9b8-588fe620f4ce\", \"fb5d3e16-be49-4805-9f82-637336793c76\", \"d83fe7c2-f54d-4995-a51e-c096cf416a03\", \"144bc146-00e2-4445-b065-fb2e9ba2ce6f\", \"a7b55b1f-cc67-488a-af2d-20dab9a051b4\"], \"total_duration\": 2553.0, \"total_sessions\": 7, \"mean_week_duration\": 13.026}, \"74550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-13 05:44:51.000000+00:00\", \"2020-09-22 16:08:51.000000+00:00\"], \"session_ids\": [\"45899852-9e70-4831-b5e5-c1c985acfcb5\", \"53d69c39-165a-499f-aa46-9ab99f002a7c\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"2216\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-01 12:42:14.000000+00:00\", \"2023-05-18 07:07:59.000000+00:00\"], \"session_ids\": [\"abc142f2-db08-41b2-83b1-a3248c086dd7\", \"7084b1fe-bf53-47ee-893e-0bafc11e7ce6\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 3.682}, \"84858\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-07-05 02:43:09.000000+00:00\", \"2021-10-26 09:15:21.000000+00:00\"], \"session_ids\": [\"1bbef1f3-106d-48b1-9801-8ec7aa9a57ea\", \"67e6b1fe-930e-4528-8db6-8fb0433618f8\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 10.806}, \"11030\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 9, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-26 00:16:29.000000+00:00\", \"2020-07-10 13:35:47.000000+00:00\"], \"session_ids\": [\"6d146147-f2f5-411e-9085-04dce4aebbb5\", \"0b22d180-729b-4402-94f8-262dac140583\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 2.258}, \"2958\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-26 02:16:54.000000+00:00\", \"2020-04-14 13:48:56.000000+00:00\"], \"session_ids\": [\"171b0afa-95c4-4e14-aca3-3323526a3e31\", \"baa3d55c-6345-47b5-acbb-ddb022707206\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 18.05}, \"75444\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-01 16:40:41.000000+00:00\", \"2021-07-23 16:39:15.000000+00:00\", \"2021-01-21 18:17:22.000000+00:00\", \"2021-07-15 03:18:42.000000+00:00\"], \"session_ids\": [\"1c1a5498-45d6-4079-91e3-3a29132bd2a6\", \"89482e15-7d92-4191-9a31-9330208d174a\", \"1d9efe3b-a016-4329-bf8a-ffb829a76587\", \"6710b0d9-e722-4288-a0f0-a2f10d15504c\"], \"total_duration\": 432.0, \"total_sessions\": 4, \"mean_week_duration\": 11.368}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Nairobi, Hanoi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Nairobi\", \"Hanoi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2958\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-26 02:16:54.000000+00:00\", \"2020-04-14 13:48:56.000000+00:00\"], \"session_ids\": [\"171b0afa-95c4-4e14-aca3-3323526a3e31\", \"baa3d55c-6345-47b5-acbb-ddb022707206\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 18.05}}\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[{\"2958\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-26 02:16:54.000000+00:00\", \"2020-04-14 13:48:56.000000+00:00\"], \"session_ids\": [\"171b0afa-95c4-4e14-aca3-3323526a3e31\", \"baa3d55c-6345-47b5-acbb-ddb022707206\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 18.05}}]\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[{\"2958\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-26 02:16:54.000000+00:00\", \"2020-04-14 13:48:56.000000+00:00\"], \"session_ids\": [\"171b0afa-95c4-4e14-aca3-3323526a3e31\", \"baa3d55c-6345-47b5-acbb-ddb022707206\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 18.05}}]\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[{\"2958\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-26 02:16:54.000000+00:00\", \"2020-04-14 13:48:56.000000+00:00\"], \"session_ids\": [\"171b0afa-95c4-4e14-aca3-3323526a3e31\", \"baa3d55c-6345-47b5-acbb-ddb022707206\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 18.05}}]\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 user to me who has overall total duration strictly bigger than 3924 and smaller than 2425 as well as perform sorting by urban title in desc and keep only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-15 21:07:03.000000+00:00\", \"2019-04-02 12:06:10.000000+00:00\", \"2019-01-10 01:32:04.000000+00:00\", \"2022-11-24 02:14:23.000000+00:00\", \"2019-10-01 11:28:36.000000+00:00\", \"2023-04-16 21:46:14.000000+00:00\", \"2020-03-23 08:57:38.000000+00:00\"], \"session_ids\": [\"aab7f0d8-7d51-4434-aa78-2c423285e98e\", \"2719830d-97c1-4984-b9a5-dba7ad57c0e4\", \"b6cc8fd2-314d-4901-a2b8-f5bbcae72299\", \"eff031e0-1761-49b2-b46a-d614edc729ef\", \"c17dc40e-0a61-4bef-a27a-fc9c3d7e1750\", \"b9b46f2a-1a88-4992-8bbf-42f7058c9a7b\", \"0040691e-55b0-4f8a-b98d-60a214fc4942\"], \"total_duration\": 4901.0, \"total_sessions\": 7, \"mean_week_duration\": 21.978}, \"10144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-11-03 05:21:43.000000+00:00\", \"2020-03-27 22:35:14.000000+00:00\"], \"session_ids\": [\"f9b81976-27a9-4c05-a2df-f5d8a27751c1\", \"99384949-9b2b-40f8-b80a-9418e8f817ba\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 2.219}, \"48716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-22 22:48:55.000000+00:00\", \"2020-07-27 19:25:24.000000+00:00\"], \"session_ids\": [\"0182b0d7-2cb2-41c4-a224-ef257e1d2629\", \"ed078770-b490-4251-b5d4-804ce454cdf4\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 3.535}, \"51621\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-02 23:31:10.000000+00:00\", \"2022-11-01 23:57:12.000000+00:00\"], \"session_ids\": [\"17d9b571-8429-48bc-9916-5af123cd9a92\", \"458f98b1-d066-4afd-8139-b335122d85d6\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 13.129}, \"1790\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-07-05 21:12:22.000000+00:00\", \"2020-03-12 19:46:51.000000+00:00\"], \"session_ids\": [\"5ce1792e-ac48-4372-a785-53b7ec4167c7\", \"c582b04a-ce2b-4067-89e9-98d21312ebeb\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 4.58}, \"40087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-27 04:16:07.000000+00:00\", \"2020-12-16 12:04:17.000000+00:00\", \"2019-04-08 06:40:39.000000+00:00\", \"2020-05-25 16:06:32.000000+00:00\", \"2019-08-11 20:10:11.000000+00:00\", \"2020-06-17 11:19:19.000000+00:00\"], \"session_ids\": [\"e5a71474-9db1-4e75-9bf9-de5f7665c055\", \"f8d856e6-38c4-4699-9271-d02f70173527\", \"a28c1b8c-11b0-4d03-8347-db57020b57df\", \"8b282423-373b-4d6b-88f6-ae615cd08622\", \"785c44c7-7463-4a56-8fa5-36767860fa8c\", \"d3abe86b-e63d-44c1-abe3-b41c1552750f\"], \"total_duration\": 1708.0, \"total_sessions\": 6, \"mean_week_duration\": 13.664}, \"50675\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-23 11:15:46.000000+00:00\", \"2022-03-26 17:09:51.000000+00:00\", \"2021-06-30 05:34:35.000000+00:00\"], \"session_ids\": [\"8a5f1451-a219-4473-9449-365b37b8410a\", \"8dbfa1d0-420b-46dc-9521-f7a06fe738ee\", \"dabc4f3d-d933-4f83-abd5-aecc6fcf34c5\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 2.905}, \"67312\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-03 12:16:41.000000+00:00\", \"2022-07-12 15:51:59.000000+00:00\"], \"session_ids\": [\"fad2f28b-3ea3-4b35-b50f-5fdba70e5ad8\", \"255af0bd-8ad5-42b0-93e8-a00849f90746\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 3.789}, \"65321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-27 01:17:59.000000+00:00\", \"2022-07-25 12:13:22.000000+00:00\", \"2019-01-27 21:27:55.000000+00:00\", \"2023-01-18 05:02:13.000000+00:00\", \"2021-11-29 06:39:44.000000+00:00\"], \"session_ids\": [\"e002cae6-81e8-4e8c-82b8-4743ff0ca3d3\", \"163ff02b-d004-4b47-904e-6c7a69670a4e\", \"2c30fe59-7c24-4926-a2ef-4fc2b6c252d2\", \"becc60a6-ea78-463d-a876-7fbd0a83b745\", \"615962e5-61ab-4ce2-aeb9-2a9782db72f6\"], \"total_duration\": 1615.0, \"total_sessions\": 5, \"mean_week_duration\": 7.275}, \"65658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-12-22 21:35:50.000000+00:00\", \"2021-09-10 20:43:42.000000+00:00\", \"2019-04-12 20:40:00.000000+00:00\", \"2023-04-14 16:41:55.000000+00:00\", \"2022-05-12 18:49:39.000000+00:00\", \"2021-10-08 17:55:11.000000+00:00\", \"2020-06-27 14:10:40.000000+00:00\", \"2020-01-01 23:22:40.000000+00:00\"], \"session_ids\": [\"3fec37a6-8418-4117-8294-8833bd6cea0b\", \"06512d45-a0d6-46c3-a8ca-68c1ff6a0d5b\", \"3bedf5ed-9281-491c-9e99-5c7b9183ea9f\", \"11ab4863-4f31-424e-8519-12a83f33b1d6\", \"eb63b919-8c5d-49e5-8ce1-e12fe88671ee\", \"9f0f8d16-e9a5-4c19-ae6d-df6e95bafade\", \"81e879ec-7805-4098-8571-7d2554764d13\", \"62bd0b4a-a638-4d43-b3be-0dba04c70996\"], \"total_duration\": 6287.0, \"total_sessions\": 8, \"mean_week_duration\": 30.081}}\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 2425 and are greater than 3924"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[2425, 3924]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-11-03 05:21:43.000000+00:00\", \"2020-03-27 22:35:14.000000+00:00\"], \"session_ids\": [\"f9b81976-27a9-4c05-a2df-f5d8a27751c1\", \"99384949-9b2b-40f8-b80a-9418e8f817ba\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 2.219}, \"48716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-22 22:48:55.000000+00:00\", \"2020-07-27 19:25:24.000000+00:00\"], \"session_ids\": [\"0182b0d7-2cb2-41c4-a224-ef257e1d2629\", \"ed078770-b490-4251-b5d4-804ce454cdf4\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 3.535}, \"51621\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-02 23:31:10.000000+00:00\", \"2022-11-01 23:57:12.000000+00:00\"], \"session_ids\": [\"17d9b571-8429-48bc-9916-5af123cd9a92\", \"458f98b1-d066-4afd-8139-b335122d85d6\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 13.129}, \"1790\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-07-05 21:12:22.000000+00:00\", \"2020-03-12 19:46:51.000000+00:00\"], \"session_ids\": [\"5ce1792e-ac48-4372-a785-53b7ec4167c7\", \"c582b04a-ce2b-4067-89e9-98d21312ebeb\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 4.58}, \"40087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-27 04:16:07.000000+00:00\", \"2020-12-16 12:04:17.000000+00:00\", \"2019-04-08 06:40:39.000000+00:00\", \"2020-05-25 16:06:32.000000+00:00\", \"2019-08-11 20:10:11.000000+00:00\", \"2020-06-17 11:19:19.000000+00:00\"], \"session_ids\": [\"e5a71474-9db1-4e75-9bf9-de5f7665c055\", \"f8d856e6-38c4-4699-9271-d02f70173527\", \"a28c1b8c-11b0-4d03-8347-db57020b57df\", \"8b282423-373b-4d6b-88f6-ae615cd08622\", \"785c44c7-7463-4a56-8fa5-36767860fa8c\", \"d3abe86b-e63d-44c1-abe3-b41c1552750f\"], \"total_duration\": 1708.0, \"total_sessions\": 6, \"mean_week_duration\": 13.664}, \"50675\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-23 11:15:46.000000+00:00\", \"2022-03-26 17:09:51.000000+00:00\", \"2021-06-30 05:34:35.000000+00:00\"], \"session_ids\": [\"8a5f1451-a219-4473-9449-365b37b8410a\", \"8dbfa1d0-420b-46dc-9521-f7a06fe738ee\", \"dabc4f3d-d933-4f83-abd5-aecc6fcf34c5\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 2.905}, \"67312\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-03 12:16:41.000000+00:00\", \"2022-07-12 15:51:59.000000+00:00\"], \"session_ids\": [\"fad2f28b-3ea3-4b35-b50f-5fdba70e5ad8\", \"255af0bd-8ad5-42b0-93e8-a00849f90746\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 3.789}, \"65321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-27 01:17:59.000000+00:00\", \"2022-07-25 12:13:22.000000+00:00\", \"2019-01-27 21:27:55.000000+00:00\", \"2023-01-18 05:02:13.000000+00:00\", \"2021-11-29 06:39:44.000000+00:00\"], \"session_ids\": [\"e002cae6-81e8-4e8c-82b8-4743ff0ca3d3\", \"163ff02b-d004-4b47-904e-6c7a69670a4e\", \"2c30fe59-7c24-4926-a2ef-4fc2b6c252d2\", \"becc60a6-ea78-463d-a876-7fbd0a83b745\", \"615962e5-61ab-4ce2-aeb9-2a9782db72f6\"], \"total_duration\": 1615.0, \"total_sessions\": 5, \"mean_week_duration\": 7.275}, \"97637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-15 21:07:03.000000+00:00\", \"2019-04-02 12:06:10.000000+00:00\", \"2019-01-10 01:32:04.000000+00:00\", \"2022-11-24 02:14:23.000000+00:00\", \"2019-10-01 11:28:36.000000+00:00\", \"2023-04-16 21:46:14.000000+00:00\", \"2020-03-23 08:57:38.000000+00:00\"], \"session_ids\": [\"aab7f0d8-7d51-4434-aa78-2c423285e98e\", \"2719830d-97c1-4984-b9a5-dba7ad57c0e4\", \"b6cc8fd2-314d-4901-a2b8-f5bbcae72299\", \"eff031e0-1761-49b2-b46a-d614edc729ef\", \"c17dc40e-0a61-4bef-a27a-fc9c3d7e1750\", \"b9b46f2a-1a88-4992-8bbf-42f7058c9a7b\", \"0040691e-55b0-4f8a-b98d-60a214fc4942\"], \"total_duration\": 4901.0, \"total_sessions\": 7, \"mean_week_duration\": 21.978}, \"65658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-12-22 21:35:50.000000+00:00\", \"2021-09-10 20:43:42.000000+00:00\", \"2019-04-12 20:40:00.000000+00:00\", \"2023-04-14 16:41:55.000000+00:00\", \"2022-05-12 18:49:39.000000+00:00\", \"2021-10-08 17:55:11.000000+00:00\", \"2020-06-27 14:10:40.000000+00:00\", \"2020-01-01 23:22:40.000000+00:00\"], \"session_ids\": [\"3fec37a6-8418-4117-8294-8833bd6cea0b\", \"06512d45-a0d6-46c3-a8ca-68c1ff6a0d5b\", \"3bedf5ed-9281-491c-9e99-5c7b9183ea9f\", \"11ab4863-4f31-424e-8519-12a83f33b1d6\", \"eb63b919-8c5d-49e5-8ce1-e12fe88671ee\", \"9f0f8d16-e9a5-4c19-ae6d-df6e95bafade\", \"81e879ec-7805-4098-8571-7d2554764d13\", \"62bd0b4a-a638-4d43-b3be-0dba04c70996\"], \"total_duration\": 6287.0, \"total_sessions\": 8, \"mean_week_duration\": 30.081}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1790\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-07-05 21:12:22.000000+00:00\", \"2020-03-12 19:46:51.000000+00:00\"], \"session_ids\": [\"5ce1792e-ac48-4372-a785-53b7ec4167c7\", \"c582b04a-ce2b-4067-89e9-98d21312ebeb\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 4.58}}, {\"50675\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-23 11:15:46.000000+00:00\", \"2022-03-26 17:09:51.000000+00:00\", \"2021-06-30 05:34:35.000000+00:00\"], \"session_ids\": [\"8a5f1451-a219-4473-9449-365b37b8410a\", \"8dbfa1d0-420b-46dc-9521-f7a06fe738ee\", \"dabc4f3d-d933-4f83-abd5-aecc6fcf34c5\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 2.905}}, {\"97637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-15 21:07:03.000000+00:00\", \"2019-04-02 12:06:10.000000+00:00\", \"2019-01-10 01:32:04.000000+00:00\", \"2022-11-24 02:14:23.000000+00:00\", \"2019-10-01 11:28:36.000000+00:00\", \"2023-04-16 21:46:14.000000+00:00\", \"2020-03-23 08:57:38.000000+00:00\"], \"session_ids\": [\"aab7f0d8-7d51-4434-aa78-2c423285e98e\", \"2719830d-97c1-4984-b9a5-dba7ad57c0e4\", \"b6cc8fd2-314d-4901-a2b8-f5bbcae72299\", \"eff031e0-1761-49b2-b46a-d614edc729ef\", \"c17dc40e-0a61-4bef-a27a-fc9c3d7e1750\", \"b9b46f2a-1a88-4992-8bbf-42f7058c9a7b\", \"0040691e-55b0-4f8a-b98d-60a214fc4942\"], \"total_duration\": 4901.0, \"total_sessions\": 7, \"mean_week_duration\": 21.978}}, {\"40087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-27 04:16:07.000000+00:00\", \"2020-12-16 12:04:17.000000+00:00\", \"2019-04-08 06:40:39.000000+00:00\", \"2020-05-25 16:06:32.000000+00:00\", \"2019-08-11 20:10:11.000000+00:00\", \"2020-06-17 11:19:19.000000+00:00\"], \"session_ids\": [\"e5a71474-9db1-4e75-9bf9-de5f7665c055\", \"f8d856e6-38c4-4699-9271-d02f70173527\", \"a28c1b8c-11b0-4d03-8347-db57020b57df\", \"8b282423-373b-4d6b-88f6-ae615cd08622\", \"785c44c7-7463-4a56-8fa5-36767860fa8c\", \"d3abe86b-e63d-44c1-abe3-b41c1552750f\"], \"total_duration\": 1708.0, \"total_sessions\": 6, \"mean_week_duration\": 13.664}}, {\"51621\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-02 23:31:10.000000+00:00\", \"2022-11-01 23:57:12.000000+00:00\"], \"session_ids\": [\"17d9b571-8429-48bc-9916-5af123cd9a92\", \"458f98b1-d066-4afd-8139-b335122d85d6\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 13.129}}, {\"65658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-12-22 21:35:50.000000+00:00\", \"2021-09-10 20:43:42.000000+00:00\", \"2019-04-12 20:40:00.000000+00:00\", \"2023-04-14 16:41:55.000000+00:00\", \"2022-05-12 18:49:39.000000+00:00\", \"2021-10-08 17:55:11.000000+00:00\", \"2020-06-27 14:10:40.000000+00:00\", \"2020-01-01 23:22:40.000000+00:00\"], \"session_ids\": [\"3fec37a6-8418-4117-8294-8833bd6cea0b\", \"06512d45-a0d6-46c3-a8ca-68c1ff6a0d5b\", \"3bedf5ed-9281-491c-9e99-5c7b9183ea9f\", \"11ab4863-4f31-424e-8519-12a83f33b1d6\", \"eb63b919-8c5d-49e5-8ce1-e12fe88671ee\", \"9f0f8d16-e9a5-4c19-ae6d-df6e95bafade\", \"81e879ec-7805-4098-8571-7d2554764d13\", \"62bd0b4a-a638-4d43-b3be-0dba04c70996\"], \"total_duration\": 6287.0, \"total_sessions\": 8, \"mean_week_duration\": 30.081}}, {\"48716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-22 22:48:55.000000+00:00\", \"2020-07-27 19:25:24.000000+00:00\"], \"session_ids\": [\"0182b0d7-2cb2-41c4-a224-ef257e1d2629\", \"ed078770-b490-4251-b5d4-804ce454cdf4\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 3.535}}, {\"67312\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-03 12:16:41.000000+00:00\", \"2022-07-12 15:51:59.000000+00:00\"], \"session_ids\": [\"fad2f28b-3ea3-4b35-b50f-5fdba70e5ad8\", \"255af0bd-8ad5-42b0-93e8-a00849f90746\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 3.789}}, {\"65321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-27 01:17:59.000000+00:00\", \"2022-07-25 12:13:22.000000+00:00\", \"2019-01-27 21:27:55.000000+00:00\", \"2023-01-18 05:02:13.000000+00:00\", \"2021-11-29 06:39:44.000000+00:00\"], \"session_ids\": [\"e002cae6-81e8-4e8c-82b8-4743ff0ca3d3\", \"163ff02b-d004-4b47-904e-6c7a69670a4e\", \"2c30fe59-7c24-4926-a2ef-4fc2b6c252d2\", \"becc60a6-ea78-463d-a876-7fbd0a83b745\", \"615962e5-61ab-4ce2-aeb9-2a9782db72f6\"], \"total_duration\": 1615.0, \"total_sessions\": 5, \"mean_week_duration\": 7.275}}, {\"10144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-11-03 05:21:43.000000+00:00\", \"2020-03-27 22:35:14.000000+00:00\"], \"session_ids\": [\"f9b81976-27a9-4c05-a2df-f5d8a27751c1\", \"99384949-9b2b-40f8-b80a-9418e8f817ba\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 2.219}}]\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[{\"1790\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-07-05 21:12:22.000000+00:00\", \"2020-03-12 19:46:51.000000+00:00\"], \"session_ids\": [\"5ce1792e-ac48-4372-a785-53b7ec4167c7\", \"c582b04a-ce2b-4067-89e9-98d21312ebeb\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 4.58}}, {\"50675\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-23 11:15:46.000000+00:00\", \"2022-03-26 17:09:51.000000+00:00\", \"2021-06-30 05:34:35.000000+00:00\"], \"session_ids\": [\"8a5f1451-a219-4473-9449-365b37b8410a\", \"8dbfa1d0-420b-46dc-9521-f7a06fe738ee\", \"dabc4f3d-d933-4f83-abd5-aecc6fcf34c5\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 2.905}}]\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[{\"1790\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-07-05 21:12:22.000000+00:00\", \"2020-03-12 19:46:51.000000+00:00\"], \"session_ids\": [\"5ce1792e-ac48-4372-a785-53b7ec4167c7\", \"c582b04a-ce2b-4067-89e9-98d21312ebeb\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 4.58}}, {\"50675\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-23 11:15:46.000000+00:00\", \"2022-03-26 17:09:51.000000+00:00\", \"2021-06-30 05:34:35.000000+00:00\"], \"session_ids\": [\"8a5f1451-a219-4473-9449-365b37b8410a\", \"8dbfa1d0-420b-46dc-9521-f7a06fe738ee\", \"dabc4f3d-d933-4f83-abd5-aecc6fcf34c5\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 2.905}}]\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 user who is currently living in city Bangkok plus do sorting by overall total duration from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37371\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-07-29 22:16:13.000000+00:00\", \"2020-05-08 04:23:05.000000+00:00\", \"2023-02-02 04:25:45.000000+00:00\"], \"session_ids\": [\"e49e6e46-275b-4d45-a719-58d8b3d14ffc\", \"84926e7d-af02-4dbc-b8f0-1ae22dbdd756\", \"1d206c7e-f88e-4600-a26c-70f72ece4a34\"], \"total_duration\": 197.0, \"total_sessions\": 3, \"mean_week_duration\": 1.378}, \"18214\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-03-13 22:40:22.000000+00:00\", \"2021-07-22 07:35:52.000000+00:00\", \"2019-01-03 07:40:21.000000+00:00\"], \"session_ids\": [\"8bf353f5-220f-4bad-af09-f121c495def5\", \"b5fbda8a-6210-488c-9ae7-0c68de021fd8\", \"a94a5480-1cab-4def-a1dd-c571e92fa9cb\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.293}, \"21202\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-11 16:52:19.000000+00:00\", \"2023-01-12 14:27:00.000000+00:00\", \"2019-11-08 19:55:05.000000+00:00\"], \"session_ids\": [\"3adfdade-aca0-414c-839d-4051bd20c718\", \"0fa754bc-026b-4091-8a2b-d5cf210e205b\", \"f7ccee35-e95a-44b9-a83a-df9c12ba2015\"], \"total_duration\": 1016.0, \"total_sessions\": 3, \"mean_week_duration\": 6.12}, \"81855\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-17 03:26:02.000000+00:00\", \"2020-05-26 21:20:01.000000+00:00\", \"2022-03-09 06:45:39.000000+00:00\", \"2021-06-14 14:28:08.000000+00:00\", \"2023-03-14 22:39:52.000000+00:00\"], \"session_ids\": [\"835ba4ae-f94b-4b9a-a71f-d0ee2bd5ddd6\", \"b00ca174-5f80-4f98-80c9-b8d6e63bf12f\", \"c604d5c0-8fde-4ed5-814c-620d8abd7156\", \"0015af17-ea7c-4219-8a99-f9ff9eac5cad\", \"c5c53ebd-6a3f-4f26-95f8-33acfac23027\"], \"total_duration\": 1145.0, \"total_sessions\": 5, \"mean_week_duration\": 7.156}, \"77701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-03 04:09:34.000000+00:00\", \"2021-05-12 01:14:04.000000+00:00\"], \"session_ids\": [\"1949ed11-bf51-44d2-b2bf-d0eb04b9f4a0\", \"8fd5438b-130b-4f6c-a772-245e015926b7\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 6.093}, \"91415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-22 17:31:08.000000+00:00\", \"2022-03-23 11:06:18.000000+00:00\"], \"session_ids\": [\"15bd34a6-9b8e-417e-9310-4e96823a986a\", \"69e8dbce-e8e1-44c4-8e35-2d28687247a9\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}, \"54477\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-19 19:12:17.000000+00:00\", \"2019-02-18 04:49:24.000000+00:00\"], \"session_ids\": [\"217611a2-4525-4488-9fe2-2ae713553163\", \"5e49d7f9-0d60-4802-8767-0227cf3091aa\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.094}, \"15961\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-17 09:13:25.000000+00:00\", \"2019-06-10 19:47:43.000000+00:00\"], \"session_ids\": [\"0c6ecfcc-b97c-44b2-a450-0aab3c6a01a9\", \"1f224287-cdd8-462c-be2b-c9c82613cf52\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.311}, \"9705\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-21 09:55:06.000000+00:00\", \"2021-07-20 15:05:54.000000+00:00\", \"2022-10-14 17:29:05.000000+00:00\"], \"session_ids\": [\"231455e4-4366-4d8d-839d-dbfc8cefb0f9\", \"021ce49f-7eb5-45e0-8f05-cc7c17ab3a20\", \"d463dddd-6de0-4e3f-8d46-48fa01eb595b\"], \"total_duration\": 107.0, \"total_sessions\": 3, \"mean_week_duration\": 1.646}, \"33865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-08 20:44:04.000000+00:00\", \"2019-10-24 04:22:49.000000+00:00\"], \"session_ids\": [\"43573d62-ca82-4550-863c-50de0778c967\", \"15a33dcc-545c-434e-88a2-c549d8aba3dd\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.503}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Bangkok"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Bangkok\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 3 users whose time using the app per week is greater than 18 (strictly) , and implement sorting by city name descending , and save 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{\"58946\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-19 06:02:33.000000+00:00\", \"2020-07-23 19:31:49.000000+00:00\", \"2019-10-22 14:23:24.000000+00:00\"], \"session_ids\": [\"21b582e7-a2a1-46cf-af57-2052b1eff4de\", \"17fd60cb-e028-44f3-a1a1-2cc9b04ff705\", \"6bc3723b-91e9-4d5e-80b1-f723d5e5e041\"], \"total_duration\": 204.0, \"total_sessions\": 3, \"mean_week_duration\": 5.1}, \"93267\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-22 00:30:08.000000+00:00\", \"2023-06-27 08:41:46.000000+00:00\", \"2020-08-18 17:06:51.000000+00:00\", \"2019-10-01 04:54:08.000000+00:00\", \"2022-05-25 14:35:56.000000+00:00\", \"2023-02-10 13:50:02.000000+00:00\", \"2021-11-26 11:30:50.000000+00:00\"], \"session_ids\": [\"0a303e7f-7987-41af-94cd-d96cb8e76e71\", \"fc561b6e-aedb-4fc4-b7e6-4dd69d69ae07\", \"db56a541-45c8-4b54-8d78-cc9771180dc8\", \"185a1f3c-57c9-4cb1-a081-d8595177f884\", \"3053285b-482d-4623-abad-aca7beca7b0e\", \"2026bb07-c8f3-4a1c-9289-f357dbf0b4f1\", \"28baaed9-221c-46b4-bb73-4e97a39e5804\"], \"total_duration\": 1451.0, \"total_sessions\": 7, \"mean_week_duration\": 7.441}, \"65010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-04-05 17:10:34.000000+00:00\", \"2022-03-18 18:29:15.000000+00:00\", \"2021-11-03 01:02:44.000000+00:00\", \"2020-08-31 15:50:54.000000+00:00\", \"2020-03-14 16:11:37.000000+00:00\", \"2019-03-15 14:20:59.000000+00:00\"], \"session_ids\": [\"ec74c4e4-fe25-44d0-9785-335b967194d7\", \"988bfcda-7c60-4c32-9b1a-9ab6bae466b4\", \"a50c56e4-bf94-4934-968b-c3ee08162867\", \"c1e418fd-0091-44e9-8d34-3490372f41ce\", \"3935e12d-36ed-40b5-89c5-4554006b601e\", \"ec8107bb-016c-4650-a23d-d3f5b266ef08\"], \"total_duration\": 5585.0, \"total_sessions\": 6, \"mean_week_duration\": 35.573}, \"99445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-18 06:44:22.000000+00:00\", \"2019-05-22 18:00:38.000000+00:00\", \"2023-06-08 17:16:22.000000+00:00\", \"2019-02-24 15:48:39.000000+00:00\"], \"session_ids\": [\"0bd838ae-f87f-4ded-92e4-cca758f1d06d\", \"71f481d4-5823-4aa8-bd61-2f68f86c41af\", \"ee574c8f-5d05-4aed-863b-e88afbbdb574\", \"eefff517-0251-410a-9361-db04fb5ebe10\"], \"total_duration\": 757.0, \"total_sessions\": 4, \"mean_week_duration\": 3.379}, \"3123\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 20:40:14.000000+00:00\", \"2019-07-27 10:52:49.000000+00:00\"], \"session_ids\": [\"af10581a-509f-408e-a7be-51dfa1a1b22d\", \"af043fee-92c6-4cf6-83d4-da511d3904db\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}, \"72705\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-12 12:34:45.000000+00:00\", \"2021-02-02 02:49:44.000000+00:00\"], \"session_ids\": [\"260bd45e-2f27-44ff-97b5-0be94709b709\", \"6bf50538-65f9-4123-8da1-5de258b3c2e4\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 2.155}, \"53572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-04-01 15:00:11.000000+00:00\", \"2021-01-28 00:23:47.000000+00:00\"], \"session_ids\": [\"7eb16137-d6e3-4528-9136-1580e13e2da9\", \"18f11de9-8079-460a-85b1-e4ba0a1fcd43\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.354}, \"22947\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-13 04:46:29.000000+00:00\", \"2023-03-22 09:30:40.000000+00:00\"], \"session_ids\": [\"91bc3440-791f-4b16-9d9b-d1bf45d360d6\", \"3a5709bb-7b6b-4b8b-a816-22ffe05b9841\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.387}, \"71500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-28 10:17:28.000000+00:00\", \"2021-03-23 05:19:03.000000+00:00\", \"2023-02-25 08:54:19.000000+00:00\", \"2020-07-28 02:18:40.000000+00:00\", \"2019-05-16 08:33:14.000000+00:00\", \"2022-01-17 05:23:25.000000+00:00\"], \"session_ids\": [\"dd47190a-294b-4362-a4f9-87d4f7180ca4\", \"06c09921-d5fe-4ae5-8aa6-0725ef6fab01\", \"27d9d17f-0f7f-437c-8202-4c6c49e64058\", \"243a2473-c020-4cb3-95a9-07e886218a53\", \"6a753973-59d8-4d50-aa9b-546d384a3014\", \"ff8a02c8-19e3-4e54-a6e2-d009f8bbec3a\"], \"total_duration\": 6702.0, \"total_sessions\": 6, \"mean_week_duration\": 31.172}, \"45782\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-26 04:45:19.000000+00:00\", \"2019-03-31 14:26:49.000000+00:00\", \"2023-01-03 05:58:32.000000+00:00\", \"2019-10-08 02:33:43.000000+00:00\", \"2022-02-16 17:21:58.000000+00:00\", \"2019-09-07 10:21:07.000000+00:00\", \"2021-05-16 18:41:06.000000+00:00\"], \"session_ids\": [\"17590cb0-897b-4e54-944c-a249fb3e5477\", \"ec9a130c-a389-4d4e-b28b-9861f24a98af\", \"443d6638-48dd-4d44-a2ce-311d9b77ec1a\", \"77ab9d8a-2174-4d4d-99e0-cefa23d26aa6\", \"cb3038a4-46d0-46b2-8ab2-ef5bfa15eb93\", \"dfecd596-8fd9-4f10-90e3-c51db6873127\", \"b4226286-6f18-4fab-b9e4-98d1b69c3276\"], \"total_duration\": 11085.0, \"total_sessions\": 7, \"mean_week_duration\": 56.269}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 18"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 30]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"65010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-04-05 17:10:34.000000+00:00\", \"2022-03-18 18:29:15.000000+00:00\", \"2021-11-03 01:02:44.000000+00:00\", \"2020-08-31 15:50:54.000000+00:00\", \"2020-03-14 16:11:37.000000+00:00\", \"2019-03-15 14:20:59.000000+00:00\"], \"session_ids\": [\"ec74c4e4-fe25-44d0-9785-335b967194d7\", \"988bfcda-7c60-4c32-9b1a-9ab6bae466b4\", \"a50c56e4-bf94-4934-968b-c3ee08162867\", \"c1e418fd-0091-44e9-8d34-3490372f41ce\", \"3935e12d-36ed-40b5-89c5-4554006b601e\", \"ec8107bb-016c-4650-a23d-d3f5b266ef08\"], \"total_duration\": 5585.0, \"total_sessions\": 6, \"mean_week_duration\": 35.573}, \"71500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-28 10:17:28.000000+00:00\", \"2021-03-23 05:19:03.000000+00:00\", \"2023-02-25 08:54:19.000000+00:00\", \"2020-07-28 02:18:40.000000+00:00\", \"2019-05-16 08:33:14.000000+00:00\", \"2022-01-17 05:23:25.000000+00:00\"], \"session_ids\": [\"dd47190a-294b-4362-a4f9-87d4f7180ca4\", \"06c09921-d5fe-4ae5-8aa6-0725ef6fab01\", \"27d9d17f-0f7f-437c-8202-4c6c49e64058\", \"243a2473-c020-4cb3-95a9-07e886218a53\", \"6a753973-59d8-4d50-aa9b-546d384a3014\", \"ff8a02c8-19e3-4e54-a6e2-d009f8bbec3a\"], \"total_duration\": 6702.0, \"total_sessions\": 6, \"mean_week_duration\": 31.172}, \"45782\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-26 04:45:19.000000+00:00\", \"2019-03-31 14:26:49.000000+00:00\", \"2023-01-03 05:58:32.000000+00:00\", \"2019-10-08 02:33:43.000000+00:00\", \"2022-02-16 17:21:58.000000+00:00\", \"2019-09-07 10:21:07.000000+00:00\", \"2021-05-16 18:41:06.000000+00:00\"], \"session_ids\": [\"17590cb0-897b-4e54-944c-a249fb3e5477\", \"ec9a130c-a389-4d4e-b28b-9861f24a98af\", \"443d6638-48dd-4d44-a2ce-311d9b77ec1a\", \"77ab9d8a-2174-4d4d-99e0-cefa23d26aa6\", \"cb3038a4-46d0-46b2-8ab2-ef5bfa15eb93\", \"dfecd596-8fd9-4f10-90e3-c51db6873127\", \"b4226286-6f18-4fab-b9e4-98d1b69c3276\"], \"total_duration\": 11085.0, \"total_sessions\": 7, \"mean_week_duration\": 56.269}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-04-05 17:10:34.000000+00:00\", \"2022-03-18 18:29:15.000000+00:00\", \"2021-11-03 01:02:44.000000+00:00\", \"2020-08-31 15:50:54.000000+00:00\", \"2020-03-14 16:11:37.000000+00:00\", \"2019-03-15 14:20:59.000000+00:00\"], \"session_ids\": [\"ec74c4e4-fe25-44d0-9785-335b967194d7\", \"988bfcda-7c60-4c32-9b1a-9ab6bae466b4\", \"a50c56e4-bf94-4934-968b-c3ee08162867\", \"c1e418fd-0091-44e9-8d34-3490372f41ce\", \"3935e12d-36ed-40b5-89c5-4554006b601e\", \"ec8107bb-016c-4650-a23d-d3f5b266ef08\"], \"total_duration\": 5585.0, \"total_sessions\": 6, \"mean_week_duration\": 35.573}}, {\"45782\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-26 04:45:19.000000+00:00\", \"2019-03-31 14:26:49.000000+00:00\", \"2023-01-03 05:58:32.000000+00:00\", \"2019-10-08 02:33:43.000000+00:00\", \"2022-02-16 17:21:58.000000+00:00\", \"2019-09-07 10:21:07.000000+00:00\", \"2021-05-16 18:41:06.000000+00:00\"], \"session_ids\": [\"17590cb0-897b-4e54-944c-a249fb3e5477\", \"ec9a130c-a389-4d4e-b28b-9861f24a98af\", \"443d6638-48dd-4d44-a2ce-311d9b77ec1a\", \"77ab9d8a-2174-4d4d-99e0-cefa23d26aa6\", \"cb3038a4-46d0-46b2-8ab2-ef5bfa15eb93\", \"dfecd596-8fd9-4f10-90e3-c51db6873127\", \"b4226286-6f18-4fab-b9e4-98d1b69c3276\"], \"total_duration\": 11085.0, \"total_sessions\": 7, \"mean_week_duration\": 56.269}}, {\"71500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-28 10:17:28.000000+00:00\", \"2021-03-23 05:19:03.000000+00:00\", \"2023-02-25 08:54:19.000000+00:00\", \"2020-07-28 02:18:40.000000+00:00\", \"2019-05-16 08:33:14.000000+00:00\", \"2022-01-17 05:23:25.000000+00:00\"], \"session_ids\": [\"dd47190a-294b-4362-a4f9-87d4f7180ca4\", \"06c09921-d5fe-4ae5-8aa6-0725ef6fab01\", \"27d9d17f-0f7f-437c-8202-4c6c49e64058\", \"243a2473-c020-4cb3-95a9-07e886218a53\", \"6a753973-59d8-4d50-aa9b-546d384a3014\", \"ff8a02c8-19e3-4e54-a6e2-d009f8bbec3a\"], \"total_duration\": 6702.0, \"total_sessions\": 6, \"mean_week_duration\": 31.172}}]\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[{\"65010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-04-05 17:10:34.000000+00:00\", \"2022-03-18 18:29:15.000000+00:00\", \"2021-11-03 01:02:44.000000+00:00\", \"2020-08-31 15:50:54.000000+00:00\", \"2020-03-14 16:11:37.000000+00:00\", \"2019-03-15 14:20:59.000000+00:00\"], \"session_ids\": [\"ec74c4e4-fe25-44d0-9785-335b967194d7\", \"988bfcda-7c60-4c32-9b1a-9ab6bae466b4\", \"a50c56e4-bf94-4934-968b-c3ee08162867\", \"c1e418fd-0091-44e9-8d34-3490372f41ce\", \"3935e12d-36ed-40b5-89c5-4554006b601e\", \"ec8107bb-016c-4650-a23d-d3f5b266ef08\"], \"total_duration\": 5585.0, \"total_sessions\": 6, \"mean_week_duration\": 35.573}}, {\"45782\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-26 04:45:19.000000+00:00\", \"2019-03-31 14:26:49.000000+00:00\", \"2023-01-03 05:58:32.000000+00:00\", \"2019-10-08 02:33:43.000000+00:00\", \"2022-02-16 17:21:58.000000+00:00\", \"2019-09-07 10:21:07.000000+00:00\", \"2021-05-16 18:41:06.000000+00:00\"], \"session_ids\": [\"17590cb0-897b-4e54-944c-a249fb3e5477\", \"ec9a130c-a389-4d4e-b28b-9861f24a98af\", \"443d6638-48dd-4d44-a2ce-311d9b77ec1a\", \"77ab9d8a-2174-4d4d-99e0-cefa23d26aa6\", \"cb3038a4-46d0-46b2-8ab2-ef5bfa15eb93\", \"dfecd596-8fd9-4f10-90e3-c51db6873127\", \"b4226286-6f18-4fab-b9e4-98d1b69c3276\"], \"total_duration\": 11085.0, \"total_sessions\": 7, \"mean_week_duration\": 56.269}}, {\"71500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-28 10:17:28.000000+00:00\", \"2021-03-23 05:19:03.000000+00:00\", \"2023-02-25 08:54:19.000000+00:00\", \"2020-07-28 02:18:40.000000+00:00\", \"2019-05-16 08:33:14.000000+00:00\", \"2022-01-17 05:23:25.000000+00:00\"], \"session_ids\": [\"dd47190a-294b-4362-a4f9-87d4f7180ca4\", \"06c09921-d5fe-4ae5-8aa6-0725ef6fab01\", \"27d9d17f-0f7f-437c-8202-4c6c49e64058\", \"243a2473-c020-4cb3-95a9-07e886218a53\", \"6a753973-59d8-4d50-aa9b-546d384a3014\", \"ff8a02c8-19e3-4e54-a6e2-d009f8bbec3a\"], \"total_duration\": 6702.0, \"total_sessions\": 6, \"mean_week_duration\": 31.172}}]\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[{\"65010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-04-05 17:10:34.000000+00:00\", \"2022-03-18 18:29:15.000000+00:00\", \"2021-11-03 01:02:44.000000+00:00\", \"2020-08-31 15:50:54.000000+00:00\", \"2020-03-14 16:11:37.000000+00:00\", \"2019-03-15 14:20:59.000000+00:00\"], \"session_ids\": [\"ec74c4e4-fe25-44d0-9785-335b967194d7\", \"988bfcda-7c60-4c32-9b1a-9ab6bae466b4\", \"a50c56e4-bf94-4934-968b-c3ee08162867\", \"c1e418fd-0091-44e9-8d34-3490372f41ce\", \"3935e12d-36ed-40b5-89c5-4554006b601e\", \"ec8107bb-016c-4650-a23d-d3f5b266ef08\"], \"total_duration\": 5585.0, \"total_sessions\": 6, \"mean_week_duration\": 35.573}}, {\"45782\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-26 04:45:19.000000+00:00\", \"2019-03-31 14:26:49.000000+00:00\", \"2023-01-03 05:58:32.000000+00:00\", \"2019-10-08 02:33:43.000000+00:00\", \"2022-02-16 17:21:58.000000+00:00\", \"2019-09-07 10:21:07.000000+00:00\", \"2021-05-16 18:41:06.000000+00:00\"], \"session_ids\": [\"17590cb0-897b-4e54-944c-a249fb3e5477\", \"ec9a130c-a389-4d4e-b28b-9861f24a98af\", \"443d6638-48dd-4d44-a2ce-311d9b77ec1a\", \"77ab9d8a-2174-4d4d-99e0-cefa23d26aa6\", \"cb3038a4-46d0-46b2-8ab2-ef5bfa15eb93\", \"dfecd596-8fd9-4f10-90e3-c51db6873127\", \"b4226286-6f18-4fab-b9e4-98d1b69c3276\"], \"total_duration\": 11085.0, \"total_sessions\": 7, \"mean_week_duration\": 56.269}}, {\"71500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-28 10:17:28.000000+00:00\", \"2021-03-23 05:19:03.000000+00:00\", \"2023-02-25 08:54:19.000000+00:00\", \"2020-07-28 02:18:40.000000+00:00\", \"2019-05-16 08:33:14.000000+00:00\", \"2022-01-17 05:23:25.000000+00:00\"], \"session_ids\": [\"dd47190a-294b-4362-a4f9-87d4f7180ca4\", \"06c09921-d5fe-4ae5-8aa6-0725ef6fab01\", \"27d9d17f-0f7f-437c-8202-4c6c49e64058\", \"243a2473-c020-4cb3-95a9-07e886218a53\", \"6a753973-59d8-4d50-aa9b-546d384a3014\", \"ff8a02c8-19e3-4e54-a6e2-d009f8bbec3a\"], \"total_duration\": 6702.0, \"total_sessions\": 6, \"mean_week_duration\": 31.172}}]\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 4 users who aren't folks of cities Bogota, Moscow, Manila, Cape Town, Santiago, Edinburgh, Dubai and in addition apply sorting by total amount of duration 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{\"69177\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-16 03:17:50.000000+00:00\", \"2020-01-26 23:25:18.000000+00:00\", \"2020-08-10 09:38:31.000000+00:00\"], \"session_ids\": [\"624205d1-a30e-4482-a8e0-738781a63ea2\", \"53e2c7f8-dbe2-44dc-888e-5ed0c88f8778\", \"02ca147d-9f90-457a-96c1-b3363c1330f4\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 2.107}, \"83912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-13 05:39:40.000000+00:00\", \"2021-05-05 03:41:59.000000+00:00\", \"2022-01-14 22:15:37.000000+00:00\", \"2020-04-18 12:55:06.000000+00:00\", \"2021-11-12 13:13:52.000000+00:00\", \"2021-07-05 10:01:26.000000+00:00\", \"2021-12-13 16:47:08.000000+00:00\", \"2022-02-28 00:59:10.000000+00:00\", \"2020-08-05 17:39:23.000000+00:00\", \"2022-10-20 09:04:01.000000+00:00\"], \"session_ids\": [\"9e0a7658-7572-4ce1-86d3-2e34c3bac3c8\", \"938e6f9a-0c43-4692-b403-8beeed41de6a\", \"8efd18ff-4399-4b4b-a2f6-c4565aabbeb3\", \"5c3702ed-364f-4435-aef2-f38681ad104b\", \"7046bf3f-7fe4-45e5-a151-f2218e0cc68f\", \"79cf5016-bedd-4b6e-a790-883a0b91e989\", \"50204916-6653-4ee1-9efc-3bd5021d3f40\", \"dc9bd823-8c54-45bc-b296-7624025af130\", \"68b7b2d2-6310-4bb4-82a8-83e235624833\", \"a02eca9c-125b-44b2-8336-940e3a0503ef\"], \"total_duration\": 15340.0, \"total_sessions\": 10, \"mean_week_duration\": 95.875}, \"36134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-08-15 18:18:41.000000+00:00\", \"2020-08-20 07:44:37.000000+00:00\", \"2021-07-31 20:29:10.000000+00:00\", \"2021-03-18 08:00:25.000000+00:00\", \"2023-06-01 22:44:37.000000+00:00\"], \"session_ids\": [\"62399414-459c-43eb-b6ba-ecb01d158d73\", \"47b69ccc-d44d-47a1-94b9-9c4a49a8a326\", \"0e0a988e-5bf2-472b-9083-f989aa4b1e45\", \"e9b425d1-c75e-4181-afd9-0aaf275afb6c\", \"000bb9ce-4e18-4e08-b49f-c02596a6747d\"], \"total_duration\": 260.0, \"total_sessions\": 5, \"mean_week_duration\": 1.793}, \"90704\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-25 02:43:00.000000+00:00\", \"2019-03-07 11:06:54.000000+00:00\"], \"session_ids\": [\"46f9c10d-7d89-4d8d-a469-38e7e2358222\", \"a07ddbce-9ab4-43b4-8f49-693c3498d012\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.281}, \"19371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-24 03:12:25.000000+00:00\", \"2019-01-28 06:51:15.000000+00:00\"], \"session_ids\": [\"6976feeb-6a0a-4f20-9a3a-35b734d0bdd2\", \"f82dc249-60a6-475b-ae48-1bcc89089e02\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 5.308}, \"13488\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-10-08 04:37:19.000000+00:00\", \"2022-04-04 16:10:28.000000+00:00\"], \"session_ids\": [\"b311dc0f-0ea3-466e-89c2-cfcc19198ef6\", \"4c96c482-6f1a-4798-9ad5-31ba89600613\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 3.148}, \"12079\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-13 01:11:59.000000+00:00\", \"2022-04-20 10:47:59.000000+00:00\", \"2022-12-31 13:42:20.000000+00:00\"], \"session_ids\": [\"6bbfc447-3e44-49fc-a5d2-fbcad6aa4d1a\", \"dca25b32-f4b4-47f5-93df-b1013030cd2c\", \"e684c9d8-80c4-4bda-ac47-acde5b7fccb4\"], \"total_duration\": 324.0, \"total_sessions\": 3, \"mean_week_duration\": 8.308}, \"55547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-25 16:17:54.000000+00:00\", \"2022-06-19 05:09:13.000000+00:00\"], \"session_ids\": [\"a0a57a2b-b91f-4c3d-a1e7-56816c58a1a8\", \"08b40980-2c7a-4249-bbb3-fed131bff456\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 2.592}, \"34126\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-04 11:48:53.000000+00:00\", \"2022-01-08 13:05:36.000000+00:00\", \"2019-04-24 00:48:03.000000+00:00\", \"2019-05-15 08:26:03.000000+00:00\", \"2022-10-03 21:03:53.000000+00:00\", \"2020-05-31 20:10:41.000000+00:00\"], \"session_ids\": [\"7aa3704b-f3ce-4c1d-b55d-dc3c5d78f977\", \"10608e16-2c34-453c-a975-6a90486897ce\", \"3e66f1e8-0871-4968-9704-fa4b300e7433\", \"50bdd7cf-c803-4294-b79c-c605ad0f9465\", \"b962dd56-e8d5-454d-8ac0-e586cf0626e1\", \"b64a104d-25bb-47fb-869b-1cedd253164e\"], \"total_duration\": 3188.0, \"total_sessions\": 6, \"mean_week_duration\": 17.711}, \"35753\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-04-23 05:47:03.000000+00:00\", \"2019-02-08 18:35:28.000000+00:00\"], \"session_ids\": [\"fb95a10e-2e07-43d4-a39b-c8dd8b1fd6f2\", \"b4a88e3e-d889-45dc-86d8-a4e170e21596\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 1.397}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Bogota, Moscow, Manila, Cape Town, Santiago, Edinburgh, Dubai"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Bogota\", \"Moscow\", \"Manila\", \"Cape Town\", \"Santiago\", \"Edinburgh\", \"Dubai\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69177\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-16 03:17:50.000000+00:00\", \"2020-01-26 23:25:18.000000+00:00\", \"2020-08-10 09:38:31.000000+00:00\"], \"session_ids\": [\"624205d1-a30e-4482-a8e0-738781a63ea2\", \"53e2c7f8-dbe2-44dc-888e-5ed0c88f8778\", \"02ca147d-9f90-457a-96c1-b3363c1330f4\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 2.107}, \"83912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-13 05:39:40.000000+00:00\", \"2021-05-05 03:41:59.000000+00:00\", \"2022-01-14 22:15:37.000000+00:00\", \"2020-04-18 12:55:06.000000+00:00\", \"2021-11-12 13:13:52.000000+00:00\", \"2021-07-05 10:01:26.000000+00:00\", \"2021-12-13 16:47:08.000000+00:00\", \"2022-02-28 00:59:10.000000+00:00\", \"2020-08-05 17:39:23.000000+00:00\", \"2022-10-20 09:04:01.000000+00:00\"], \"session_ids\": [\"9e0a7658-7572-4ce1-86d3-2e34c3bac3c8\", \"938e6f9a-0c43-4692-b403-8beeed41de6a\", \"8efd18ff-4399-4b4b-a2f6-c4565aabbeb3\", \"5c3702ed-364f-4435-aef2-f38681ad104b\", \"7046bf3f-7fe4-45e5-a151-f2218e0cc68f\", \"79cf5016-bedd-4b6e-a790-883a0b91e989\", \"50204916-6653-4ee1-9efc-3bd5021d3f40\", \"dc9bd823-8c54-45bc-b296-7624025af130\", \"68b7b2d2-6310-4bb4-82a8-83e235624833\", \"a02eca9c-125b-44b2-8336-940e3a0503ef\"], \"total_duration\": 15340.0, \"total_sessions\": 10, \"mean_week_duration\": 95.875}, \"36134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-08-15 18:18:41.000000+00:00\", \"2020-08-20 07:44:37.000000+00:00\", \"2021-07-31 20:29:10.000000+00:00\", \"2021-03-18 08:00:25.000000+00:00\", \"2023-06-01 22:44:37.000000+00:00\"], \"session_ids\": [\"62399414-459c-43eb-b6ba-ecb01d158d73\", \"47b69ccc-d44d-47a1-94b9-9c4a49a8a326\", \"0e0a988e-5bf2-472b-9083-f989aa4b1e45\", \"e9b425d1-c75e-4181-afd9-0aaf275afb6c\", \"000bb9ce-4e18-4e08-b49f-c02596a6747d\"], \"total_duration\": 260.0, \"total_sessions\": 5, \"mean_week_duration\": 1.793}, \"90704\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-25 02:43:00.000000+00:00\", \"2019-03-07 11:06:54.000000+00:00\"], \"session_ids\": [\"46f9c10d-7d89-4d8d-a469-38e7e2358222\", \"a07ddbce-9ab4-43b4-8f49-693c3498d012\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.281}, \"19371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-24 03:12:25.000000+00:00\", \"2019-01-28 06:51:15.000000+00:00\"], \"session_ids\": [\"6976feeb-6a0a-4f20-9a3a-35b734d0bdd2\", \"f82dc249-60a6-475b-ae48-1bcc89089e02\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 5.308}, \"13488\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-10-08 04:37:19.000000+00:00\", \"2022-04-04 16:10:28.000000+00:00\"], \"session_ids\": [\"b311dc0f-0ea3-466e-89c2-cfcc19198ef6\", \"4c96c482-6f1a-4798-9ad5-31ba89600613\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 3.148}, \"12079\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-13 01:11:59.000000+00:00\", \"2022-04-20 10:47:59.000000+00:00\", \"2022-12-31 13:42:20.000000+00:00\"], \"session_ids\": [\"6bbfc447-3e44-49fc-a5d2-fbcad6aa4d1a\", \"dca25b32-f4b4-47f5-93df-b1013030cd2c\", \"e684c9d8-80c4-4bda-ac47-acde5b7fccb4\"], \"total_duration\": 324.0, \"total_sessions\": 3, \"mean_week_duration\": 8.308}, \"55547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-25 16:17:54.000000+00:00\", \"2022-06-19 05:09:13.000000+00:00\"], \"session_ids\": [\"a0a57a2b-b91f-4c3d-a1e7-56816c58a1a8\", \"08b40980-2c7a-4249-bbb3-fed131bff456\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 2.592}, \"34126\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-04 11:48:53.000000+00:00\", \"2022-01-08 13:05:36.000000+00:00\", \"2019-04-24 00:48:03.000000+00:00\", \"2019-05-15 08:26:03.000000+00:00\", \"2022-10-03 21:03:53.000000+00:00\", \"2020-05-31 20:10:41.000000+00:00\"], \"session_ids\": [\"7aa3704b-f3ce-4c1d-b55d-dc3c5d78f977\", \"10608e16-2c34-453c-a975-6a90486897ce\", \"3e66f1e8-0871-4968-9704-fa4b300e7433\", \"50bdd7cf-c803-4294-b79c-c605ad0f9465\", \"b962dd56-e8d5-454d-8ac0-e586cf0626e1\", \"b64a104d-25bb-47fb-869b-1cedd253164e\"], \"total_duration\": 3188.0, \"total_sessions\": 6, \"mean_week_duration\": 17.711}}\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[{\"83912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-13 05:39:40.000000+00:00\", \"2021-05-05 03:41:59.000000+00:00\", \"2022-01-14 22:15:37.000000+00:00\", \"2020-04-18 12:55:06.000000+00:00\", \"2021-11-12 13:13:52.000000+00:00\", \"2021-07-05 10:01:26.000000+00:00\", \"2021-12-13 16:47:08.000000+00:00\", \"2022-02-28 00:59:10.000000+00:00\", \"2020-08-05 17:39:23.000000+00:00\", \"2022-10-20 09:04:01.000000+00:00\"], \"session_ids\": [\"9e0a7658-7572-4ce1-86d3-2e34c3bac3c8\", \"938e6f9a-0c43-4692-b403-8beeed41de6a\", \"8efd18ff-4399-4b4b-a2f6-c4565aabbeb3\", \"5c3702ed-364f-4435-aef2-f38681ad104b\", \"7046bf3f-7fe4-45e5-a151-f2218e0cc68f\", \"79cf5016-bedd-4b6e-a790-883a0b91e989\", \"50204916-6653-4ee1-9efc-3bd5021d3f40\", \"dc9bd823-8c54-45bc-b296-7624025af130\", \"68b7b2d2-6310-4bb4-82a8-83e235624833\", \"a02eca9c-125b-44b2-8336-940e3a0503ef\"], \"total_duration\": 15340.0, \"total_sessions\": 10, \"mean_week_duration\": 95.875}}, {\"34126\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-04 11:48:53.000000+00:00\", \"2022-01-08 13:05:36.000000+00:00\", \"2019-04-24 00:48:03.000000+00:00\", \"2019-05-15 08:26:03.000000+00:00\", \"2022-10-03 21:03:53.000000+00:00\", \"2020-05-31 20:10:41.000000+00:00\"], \"session_ids\": [\"7aa3704b-f3ce-4c1d-b55d-dc3c5d78f977\", \"10608e16-2c34-453c-a975-6a90486897ce\", \"3e66f1e8-0871-4968-9704-fa4b300e7433\", \"50bdd7cf-c803-4294-b79c-c605ad0f9465\", \"b962dd56-e8d5-454d-8ac0-e586cf0626e1\", \"b64a104d-25bb-47fb-869b-1cedd253164e\"], \"total_duration\": 3188.0, \"total_sessions\": 6, \"mean_week_duration\": 17.711}}, {\"55547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-25 16:17:54.000000+00:00\", \"2022-06-19 05:09:13.000000+00:00\"], \"session_ids\": [\"a0a57a2b-b91f-4c3d-a1e7-56816c58a1a8\", \"08b40980-2c7a-4249-bbb3-fed131bff456\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 2.592}}, {\"12079\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-13 01:11:59.000000+00:00\", \"2022-04-20 10:47:59.000000+00:00\", \"2022-12-31 13:42:20.000000+00:00\"], \"session_ids\": [\"6bbfc447-3e44-49fc-a5d2-fbcad6aa4d1a\", \"dca25b32-f4b4-47f5-93df-b1013030cd2c\", \"e684c9d8-80c4-4bda-ac47-acde5b7fccb4\"], \"total_duration\": 324.0, \"total_sessions\": 3, \"mean_week_duration\": 8.308}}, {\"36134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-08-15 18:18:41.000000+00:00\", \"2020-08-20 07:44:37.000000+00:00\", \"2021-07-31 20:29:10.000000+00:00\", \"2021-03-18 08:00:25.000000+00:00\", \"2023-06-01 22:44:37.000000+00:00\"], \"session_ids\": [\"62399414-459c-43eb-b6ba-ecb01d158d73\", \"47b69ccc-d44d-47a1-94b9-9c4a49a8a326\", \"0e0a988e-5bf2-472b-9083-f989aa4b1e45\", \"e9b425d1-c75e-4181-afd9-0aaf275afb6c\", \"000bb9ce-4e18-4e08-b49f-c02596a6747d\"], \"total_duration\": 260.0, \"total_sessions\": 5, \"mean_week_duration\": 1.793}}, {\"19371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-24 03:12:25.000000+00:00\", \"2019-01-28 06:51:15.000000+00:00\"], \"session_ids\": [\"6976feeb-6a0a-4f20-9a3a-35b734d0bdd2\", \"f82dc249-60a6-475b-ae48-1bcc89089e02\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 5.308}}, {\"13488\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-10-08 04:37:19.000000+00:00\", \"2022-04-04 16:10:28.000000+00:00\"], \"session_ids\": [\"b311dc0f-0ea3-466e-89c2-cfcc19198ef6\", \"4c96c482-6f1a-4798-9ad5-31ba89600613\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 3.148}}, {\"69177\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-16 03:17:50.000000+00:00\", \"2020-01-26 23:25:18.000000+00:00\", \"2020-08-10 09:38:31.000000+00:00\"], \"session_ids\": [\"624205d1-a30e-4482-a8e0-738781a63ea2\", \"53e2c7f8-dbe2-44dc-888e-5ed0c88f8778\", \"02ca147d-9f90-457a-96c1-b3363c1330f4\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 2.107}}, {\"90704\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-25 02:43:00.000000+00:00\", \"2019-03-07 11:06:54.000000+00:00\"], \"session_ids\": [\"46f9c10d-7d89-4d8d-a469-38e7e2358222\", \"a07ddbce-9ab4-43b4-8f49-693c3498d012\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.281}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-13 05:39:40.000000+00:00\", \"2021-05-05 03:41:59.000000+00:00\", \"2022-01-14 22:15:37.000000+00:00\", \"2020-04-18 12:55:06.000000+00:00\", \"2021-11-12 13:13:52.000000+00:00\", \"2021-07-05 10:01:26.000000+00:00\", \"2021-12-13 16:47:08.000000+00:00\", \"2022-02-28 00:59:10.000000+00:00\", \"2020-08-05 17:39:23.000000+00:00\", \"2022-10-20 09:04:01.000000+00:00\"], \"session_ids\": [\"9e0a7658-7572-4ce1-86d3-2e34c3bac3c8\", \"938e6f9a-0c43-4692-b403-8beeed41de6a\", \"8efd18ff-4399-4b4b-a2f6-c4565aabbeb3\", \"5c3702ed-364f-4435-aef2-f38681ad104b\", \"7046bf3f-7fe4-45e5-a151-f2218e0cc68f\", \"79cf5016-bedd-4b6e-a790-883a0b91e989\", \"50204916-6653-4ee1-9efc-3bd5021d3f40\", \"dc9bd823-8c54-45bc-b296-7624025af130\", \"68b7b2d2-6310-4bb4-82a8-83e235624833\", \"a02eca9c-125b-44b2-8336-940e3a0503ef\"], \"total_duration\": 15340.0, \"total_sessions\": 10, \"mean_week_duration\": 95.875}}, {\"34126\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-04 11:48:53.000000+00:00\", \"2022-01-08 13:05:36.000000+00:00\", \"2019-04-24 00:48:03.000000+00:00\", \"2019-05-15 08:26:03.000000+00:00\", \"2022-10-03 21:03:53.000000+00:00\", \"2020-05-31 20:10:41.000000+00:00\"], \"session_ids\": [\"7aa3704b-f3ce-4c1d-b55d-dc3c5d78f977\", \"10608e16-2c34-453c-a975-6a90486897ce\", \"3e66f1e8-0871-4968-9704-fa4b300e7433\", \"50bdd7cf-c803-4294-b79c-c605ad0f9465\", \"b962dd56-e8d5-454d-8ac0-e586cf0626e1\", \"b64a104d-25bb-47fb-869b-1cedd253164e\"], \"total_duration\": 3188.0, \"total_sessions\": 6, \"mean_week_duration\": 17.711}}, {\"55547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-25 16:17:54.000000+00:00\", \"2022-06-19 05:09:13.000000+00:00\"], \"session_ids\": [\"a0a57a2b-b91f-4c3d-a1e7-56816c58a1a8\", \"08b40980-2c7a-4249-bbb3-fed131bff456\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 2.592}}, {\"12079\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-13 01:11:59.000000+00:00\", \"2022-04-20 10:47:59.000000+00:00\", \"2022-12-31 13:42:20.000000+00:00\"], \"session_ids\": [\"6bbfc447-3e44-49fc-a5d2-fbcad6aa4d1a\", \"dca25b32-f4b4-47f5-93df-b1013030cd2c\", \"e684c9d8-80c4-4bda-ac47-acde5b7fccb4\"], \"total_duration\": 324.0, \"total_sessions\": 3, \"mean_week_duration\": 8.308}}]\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[{\"83912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-13 05:39:40.000000+00:00\", \"2021-05-05 03:41:59.000000+00:00\", \"2022-01-14 22:15:37.000000+00:00\", \"2020-04-18 12:55:06.000000+00:00\", \"2021-11-12 13:13:52.000000+00:00\", \"2021-07-05 10:01:26.000000+00:00\", \"2021-12-13 16:47:08.000000+00:00\", \"2022-02-28 00:59:10.000000+00:00\", \"2020-08-05 17:39:23.000000+00:00\", \"2022-10-20 09:04:01.000000+00:00\"], \"session_ids\": [\"9e0a7658-7572-4ce1-86d3-2e34c3bac3c8\", \"938e6f9a-0c43-4692-b403-8beeed41de6a\", \"8efd18ff-4399-4b4b-a2f6-c4565aabbeb3\", \"5c3702ed-364f-4435-aef2-f38681ad104b\", \"7046bf3f-7fe4-45e5-a151-f2218e0cc68f\", \"79cf5016-bedd-4b6e-a790-883a0b91e989\", \"50204916-6653-4ee1-9efc-3bd5021d3f40\", \"dc9bd823-8c54-45bc-b296-7624025af130\", \"68b7b2d2-6310-4bb4-82a8-83e235624833\", \"a02eca9c-125b-44b2-8336-940e3a0503ef\"], \"total_duration\": 15340.0, \"total_sessions\": 10, \"mean_week_duration\": 95.875}}, {\"34126\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-04 11:48:53.000000+00:00\", \"2022-01-08 13:05:36.000000+00:00\", \"2019-04-24 00:48:03.000000+00:00\", \"2019-05-15 08:26:03.000000+00:00\", \"2022-10-03 21:03:53.000000+00:00\", \"2020-05-31 20:10:41.000000+00:00\"], \"session_ids\": [\"7aa3704b-f3ce-4c1d-b55d-dc3c5d78f977\", \"10608e16-2c34-453c-a975-6a90486897ce\", \"3e66f1e8-0871-4968-9704-fa4b300e7433\", \"50bdd7cf-c803-4294-b79c-c605ad0f9465\", \"b962dd56-e8d5-454d-8ac0-e586cf0626e1\", \"b64a104d-25bb-47fb-869b-1cedd253164e\"], \"total_duration\": 3188.0, \"total_sessions\": 6, \"mean_week_duration\": 17.711}}, {\"55547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-25 16:17:54.000000+00:00\", \"2022-06-19 05:09:13.000000+00:00\"], \"session_ids\": [\"a0a57a2b-b91f-4c3d-a1e7-56816c58a1a8\", \"08b40980-2c7a-4249-bbb3-fed131bff456\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 2.592}}, {\"12079\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-13 01:11:59.000000+00:00\", \"2022-04-20 10:47:59.000000+00:00\", \"2022-12-31 13:42:20.000000+00:00\"], \"session_ids\": [\"6bbfc447-3e44-49fc-a5d2-fbcad6aa4d1a\", \"dca25b32-f4b4-47f5-93df-b1013030cd2c\", \"e684c9d8-80c4-4bda-ac47-acde5b7fccb4\"], \"total_duration\": 324.0, \"total_sessions\": 3, \"mean_week_duration\": 8.308}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users with a total sessions that is lower than 5, inclusive 5 and apply sorting by total_sessions risingly."
}
] |
[
{
"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{\"16336\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-20 06:20:28.000000+00:00\", \"2021-06-30 07:22:27.000000+00:00\"], \"session_ids\": [\"c439b6cb-3207-4b52-8a36-ce09a8ddb091\", \"15b6d8bd-98d9-43d1-807c-1aad77aad22b\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.44}, \"84834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-07 15:34:41.000000+00:00\", \"2019-05-21 04:11:44.000000+00:00\"], \"session_ids\": [\"5044b857-bbc7-4f31-8b67-1428cfdfce9c\", \"7c968fda-960a-4a02-aa59-8d40be080063\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}, \"67752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-08 11:00:29.000000+00:00\", \"2023-03-29 18:14:10.000000+00:00\"], \"session_ids\": [\"a111d403-df47-414c-a434-7315d87618b4\", \"8f274cf8-58e2-4d43-9837-0356e8e76488\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"70578\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-19 07:38:35.000000+00:00\", \"2020-07-29 18:42:47.000000+00:00\"], \"session_ids\": [\"0a4f9b1b-d90b-4c75-b8ed-0d65e32bee8e\", \"1fac1ee6-e87d-4c21-9958-8522e883c6ab\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}, \"84668\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-08-11 15:58:36.000000+00:00\", \"2020-04-05 06:56:26.000000+00:00\", \"2020-11-06 14:20:51.000000+00:00\"], \"session_ids\": [\"0bd8df07-1a7b-4d43-86fc-6084d34c3151\", \"f74b472a-aab9-4061-8877-f0e730e12d43\", \"79d59fd7-029e-4245-bde4-ebf8b5c34330\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 1.742}, \"7888\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-18 19:40:32.000000+00:00\", \"2022-08-18 20:22:50.000000+00:00\"], \"session_ids\": [\"6da205ed-7d2f-4521-b4c3-c6c0541d7a29\", \"d3c63652-5d73-4eb4-974c-7109e1c61551\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 38.889}, \"80550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-12 20:16:27.000000+00:00\", \"2019-08-08 11:37:12.000000+00:00\", \"2021-01-12 07:51:13.000000+00:00\"], \"session_ids\": [\"0843fe53-303e-4a89-9f79-8dd5c9e1cbe4\", \"4fecd5a2-e84a-4520-a7e3-e98547d2cc6c\", \"c9523edb-dc33-4e48-b241-059096511c94\"], \"total_duration\": 1104.0, \"total_sessions\": 3, \"mean_week_duration\": 14.72}, \"22723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-02-17 10:48:36.000000+00:00\", \"2021-04-11 22:45:12.000000+00:00\"], \"session_ids\": [\"e8c690e9-e06c-4282-ac3b-77cb924f5709\", \"c119f8af-6286-4f3f-a1d3-13e7204bb1f1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"52952\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-19 03:37:27.000000+00:00\", \"2021-02-22 16:04:09.000000+00:00\"], \"session_ids\": [\"22d6ce1b-f4b4-4a96-8d1b-a913716a29a4\", \"194cabc6-73c7-4f32-ad1f-8b22c4b83dda\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 3.726}, \"98777\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-13 16:44:08.000000+00:00\", \"2023-03-22 03:50:50.000000+00:00\", \"2022-05-03 22:26:30.000000+00:00\", \"2022-03-14 09:08:47.000000+00:00\", \"2021-11-18 15:51:50.000000+00:00\", \"2019-12-31 16:00:33.000000+00:00\", \"2022-02-11 18:35:28.000000+00:00\"], \"session_ids\": [\"ee9d6e9d-a915-4b4a-8798-4942b7e782c6\", \"2132f8a2-7f66-40db-af53-56e4d6958833\", \"f0542e73-7461-4396-ba9f-a4e35d275a25\", \"0ffcae59-49d6-4f6a-83f6-293c89de78f0\", \"a6dfab77-db5a-4463-8e41-49ad92137b12\", \"38e6554e-d226-4cd6-a840-d056c53e5b15\", \"bf2480f8-f102-46c4-a4a8-da8898b6259e\"], \"total_duration\": 4470.0, \"total_sessions\": 7, \"mean_week_duration\": 26.607}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16336\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-20 06:20:28.000000+00:00\", \"2021-06-30 07:22:27.000000+00:00\"], \"session_ids\": [\"c439b6cb-3207-4b52-8a36-ce09a8ddb091\", \"15b6d8bd-98d9-43d1-807c-1aad77aad22b\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.44}, \"84834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-07 15:34:41.000000+00:00\", \"2019-05-21 04:11:44.000000+00:00\"], \"session_ids\": [\"5044b857-bbc7-4f31-8b67-1428cfdfce9c\", \"7c968fda-960a-4a02-aa59-8d40be080063\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}, \"67752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-08 11:00:29.000000+00:00\", \"2023-03-29 18:14:10.000000+00:00\"], \"session_ids\": [\"a111d403-df47-414c-a434-7315d87618b4\", \"8f274cf8-58e2-4d43-9837-0356e8e76488\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"70578\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-19 07:38:35.000000+00:00\", \"2020-07-29 18:42:47.000000+00:00\"], \"session_ids\": [\"0a4f9b1b-d90b-4c75-b8ed-0d65e32bee8e\", \"1fac1ee6-e87d-4c21-9958-8522e883c6ab\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}, \"84668\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-08-11 15:58:36.000000+00:00\", \"2020-04-05 06:56:26.000000+00:00\", \"2020-11-06 14:20:51.000000+00:00\"], \"session_ids\": [\"0bd8df07-1a7b-4d43-86fc-6084d34c3151\", \"f74b472a-aab9-4061-8877-f0e730e12d43\", \"79d59fd7-029e-4245-bde4-ebf8b5c34330\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 1.742}, \"7888\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-18 19:40:32.000000+00:00\", \"2022-08-18 20:22:50.000000+00:00\"], \"session_ids\": [\"6da205ed-7d2f-4521-b4c3-c6c0541d7a29\", \"d3c63652-5d73-4eb4-974c-7109e1c61551\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 38.889}, \"80550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-12 20:16:27.000000+00:00\", \"2019-08-08 11:37:12.000000+00:00\", \"2021-01-12 07:51:13.000000+00:00\"], \"session_ids\": [\"0843fe53-303e-4a89-9f79-8dd5c9e1cbe4\", \"4fecd5a2-e84a-4520-a7e3-e98547d2cc6c\", \"c9523edb-dc33-4e48-b241-059096511c94\"], \"total_duration\": 1104.0, \"total_sessions\": 3, \"mean_week_duration\": 14.72}, \"22723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-02-17 10:48:36.000000+00:00\", \"2021-04-11 22:45:12.000000+00:00\"], \"session_ids\": [\"e8c690e9-e06c-4282-ac3b-77cb924f5709\", \"c119f8af-6286-4f3f-a1d3-13e7204bb1f1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"52952\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-19 03:37:27.000000+00:00\", \"2021-02-22 16:04:09.000000+00:00\"], \"session_ids\": [\"22d6ce1b-f4b4-4a96-8d1b-a913716a29a4\", \"194cabc6-73c7-4f32-ad1f-8b22c4b83dda\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 3.726}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16336\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-20 06:20:28.000000+00:00\", \"2021-06-30 07:22:27.000000+00:00\"], \"session_ids\": [\"c439b6cb-3207-4b52-8a36-ce09a8ddb091\", \"15b6d8bd-98d9-43d1-807c-1aad77aad22b\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.44}}, {\"84834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-07 15:34:41.000000+00:00\", \"2019-05-21 04:11:44.000000+00:00\"], \"session_ids\": [\"5044b857-bbc7-4f31-8b67-1428cfdfce9c\", \"7c968fda-960a-4a02-aa59-8d40be080063\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}}, {\"67752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-08 11:00:29.000000+00:00\", \"2023-03-29 18:14:10.000000+00:00\"], \"session_ids\": [\"a111d403-df47-414c-a434-7315d87618b4\", \"8f274cf8-58e2-4d43-9837-0356e8e76488\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"70578\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-19 07:38:35.000000+00:00\", \"2020-07-29 18:42:47.000000+00:00\"], \"session_ids\": [\"0a4f9b1b-d90b-4c75-b8ed-0d65e32bee8e\", \"1fac1ee6-e87d-4c21-9958-8522e883c6ab\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}}, {\"7888\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-18 19:40:32.000000+00:00\", \"2022-08-18 20:22:50.000000+00:00\"], \"session_ids\": [\"6da205ed-7d2f-4521-b4c3-c6c0541d7a29\", \"d3c63652-5d73-4eb4-974c-7109e1c61551\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 38.889}}, {\"22723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-02-17 10:48:36.000000+00:00\", \"2021-04-11 22:45:12.000000+00:00\"], \"session_ids\": [\"e8c690e9-e06c-4282-ac3b-77cb924f5709\", \"c119f8af-6286-4f3f-a1d3-13e7204bb1f1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"52952\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-19 03:37:27.000000+00:00\", \"2021-02-22 16:04:09.000000+00:00\"], \"session_ids\": [\"22d6ce1b-f4b4-4a96-8d1b-a913716a29a4\", \"194cabc6-73c7-4f32-ad1f-8b22c4b83dda\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 3.726}}, {\"84668\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-08-11 15:58:36.000000+00:00\", \"2020-04-05 06:56:26.000000+00:00\", \"2020-11-06 14:20:51.000000+00:00\"], \"session_ids\": [\"0bd8df07-1a7b-4d43-86fc-6084d34c3151\", \"f74b472a-aab9-4061-8877-f0e730e12d43\", \"79d59fd7-029e-4245-bde4-ebf8b5c34330\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 1.742}}, {\"80550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-12 20:16:27.000000+00:00\", \"2019-08-08 11:37:12.000000+00:00\", \"2021-01-12 07:51:13.000000+00:00\"], \"session_ids\": [\"0843fe53-303e-4a89-9f79-8dd5c9e1cbe4\", \"4fecd5a2-e84a-4520-a7e3-e98547d2cc6c\", \"c9523edb-dc33-4e48-b241-059096511c94\"], \"total_duration\": 1104.0, \"total_sessions\": 3, \"mean_week_duration\": 14.72}}]\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[{\"16336\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-20 06:20:28.000000+00:00\", \"2021-06-30 07:22:27.000000+00:00\"], \"session_ids\": [\"c439b6cb-3207-4b52-8a36-ce09a8ddb091\", \"15b6d8bd-98d9-43d1-807c-1aad77aad22b\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.44}}, {\"84834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-07 15:34:41.000000+00:00\", \"2019-05-21 04:11:44.000000+00:00\"], \"session_ids\": [\"5044b857-bbc7-4f31-8b67-1428cfdfce9c\", \"7c968fda-960a-4a02-aa59-8d40be080063\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}}, {\"67752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-08 11:00:29.000000+00:00\", \"2023-03-29 18:14:10.000000+00:00\"], \"session_ids\": [\"a111d403-df47-414c-a434-7315d87618b4\", \"8f274cf8-58e2-4d43-9837-0356e8e76488\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"70578\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-19 07:38:35.000000+00:00\", \"2020-07-29 18:42:47.000000+00:00\"], \"session_ids\": [\"0a4f9b1b-d90b-4c75-b8ed-0d65e32bee8e\", \"1fac1ee6-e87d-4c21-9958-8522e883c6ab\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}}, {\"7888\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-18 19:40:32.000000+00:00\", \"2022-08-18 20:22:50.000000+00:00\"], \"session_ids\": [\"6da205ed-7d2f-4521-b4c3-c6c0541d7a29\", \"d3c63652-5d73-4eb4-974c-7109e1c61551\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 38.889}}, {\"22723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-02-17 10:48:36.000000+00:00\", \"2021-04-11 22:45:12.000000+00:00\"], \"session_ids\": [\"e8c690e9-e06c-4282-ac3b-77cb924f5709\", \"c119f8af-6286-4f3f-a1d3-13e7204bb1f1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"52952\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-19 03:37:27.000000+00:00\", \"2021-02-22 16:04:09.000000+00:00\"], \"session_ids\": [\"22d6ce1b-f4b4-4a96-8d1b-a913716a29a4\", \"194cabc6-73c7-4f32-ad1f-8b22c4b83dda\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 3.726}}, {\"84668\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-08-11 15:58:36.000000+00:00\", \"2020-04-05 06:56:26.000000+00:00\", \"2020-11-06 14:20:51.000000+00:00\"], \"session_ids\": [\"0bd8df07-1a7b-4d43-86fc-6084d34c3151\", \"f74b472a-aab9-4061-8877-f0e730e12d43\", \"79d59fd7-029e-4245-bde4-ebf8b5c34330\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 1.742}}, {\"80550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-12 20:16:27.000000+00:00\", \"2019-08-08 11:37:12.000000+00:00\", \"2021-01-12 07:51:13.000000+00:00\"], \"session_ids\": [\"0843fe53-303e-4a89-9f79-8dd5c9e1cbe4\", \"4fecd5a2-e84a-4520-a7e3-e98547d2cc6c\", \"c9523edb-dc33-4e48-b241-059096511c94\"], \"total_duration\": 1104.0, \"total_sessions\": 3, \"mean_week_duration\": 14.72}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about users who are not residents of city Prague and perform sorting by duration total form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44227\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-01 14:23:30.000000+00:00\", \"2019-08-21 20:53:51.000000+00:00\", \"2020-07-31 10:45:23.000000+00:00\", \"2020-06-25 18:42:12.000000+00:00\", \"2022-06-13 11:29:56.000000+00:00\", \"2022-05-29 01:48:10.000000+00:00\", \"2022-03-28 12:31:20.000000+00:00\", \"2022-03-28 04:40:30.000000+00:00\"], \"session_ids\": [\"82fd0e22-37b0-4d4b-81fa-f235485fc229\", \"98535105-9b74-425f-90e3-8e94b48d5151\", \"4fbe85b9-04ee-4689-8c48-38e6cafc7558\", \"558c6702-b3f4-4419-a85f-a7efd1e2e9bd\", \"a2a9cdc7-5e77-4d81-a61f-11bdaa0bc655\", \"7cb5bc15-44fe-4037-a4b5-e1b98fa40cbe\", \"0a64f30d-baf8-4e90-8102-74a54cd7ff06\", \"571ceccd-d6d6-4b1b-b7db-5ac6261a72d7\"], \"total_duration\": 8839.0, \"total_sessions\": 8, \"mean_week_duration\": 60.129}, \"64920\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-01 02:26:49.000000+00:00\", \"2022-01-26 12:15:35.000000+00:00\", \"2019-11-11 06:07:17.000000+00:00\"], \"session_ids\": [\"d929c393-841b-4094-9418-ad72be4e3518\", \"bc1d9993-c502-49a9-b4d3-cce506bae423\", \"7d11abf8-9b10-4d44-992e-0fb786c7d99c\"], \"total_duration\": 700.0, \"total_sessions\": 3, \"mean_week_duration\": 5.6}, \"68632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-19 04:56:30.000000+00:00\", \"2020-03-02 18:47:21.000000+00:00\", \"2020-12-07 13:11:21.000000+00:00\", \"2020-03-30 09:40:22.000000+00:00\", \"2019-05-20 03:10:20.000000+00:00\", \"2022-05-29 10:48:18.000000+00:00\", \"2023-04-17 04:10:40.000000+00:00\"], \"session_ids\": [\"a5a13eb9-1971-4d78-bbdb-42d9e1c4eb22\", \"cd95eb75-e3b5-48eb-a077-a105d6f1dcb5\", \"406a6561-7184-4023-988c-b9a0b3504748\", \"804f850c-d39d-47eb-977b-cc8940d813e5\", \"5c78b921-b1ee-4b51-be6e-c60d861c76c7\", \"53b1476c-991c-468e-baa5-eddf005d4249\", \"f60814f9-41a4-4851-aca1-4d0a90911d8f\"], \"total_duration\": 246.0, \"total_sessions\": 7, \"mean_week_duration\": 1.206}, \"30042\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-20 04:57:29.000000+00:00\", \"2023-01-05 00:35:03.000000+00:00\"], \"session_ids\": [\"ab4b1f13-4aa5-420d-a8c3-249e7988323a\", \"0a6cdc18-9f2e-4c84-b77a-aea2df72b332\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 1.25}, \"7291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-11-01 18:17:06.000000+00:00\", \"2022-09-26 14:47:05.000000+00:00\", \"2019-12-28 02:29:50.000000+00:00\"], \"session_ids\": [\"cdaa693d-2976-42fd-a5dc-d20257e62439\", \"10e67f4d-ab75-4df9-ac1c-54878eeb6634\", \"a25937d4-6e86-4859-815a-e501d3865542\"], \"total_duration\": 243.0, \"total_sessions\": 3, \"mean_week_duration\": 1.688}, \"88106\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-03 23:47:32.000000+00:00\", \"2022-03-13 15:38:58.000000+00:00\", \"2020-08-06 06:33:45.000000+00:00\", \"2021-12-01 06:03:43.000000+00:00\", \"2021-12-13 14:55:07.000000+00:00\"], \"session_ids\": [\"2c95cce0-0f95-4e15-b2ea-9fdbf0a5d87c\", \"b821ee4c-cb84-484a-b79b-21a335ceded6\", \"51ae9522-f670-4243-80ef-ab12f67762c8\", \"cf605545-6e81-48f4-9b9d-d77be67b721a\", \"b680f216-0c35-4184-9682-e698ca57a7a9\"], \"total_duration\": 2212.0, \"total_sessions\": 5, \"mean_week_duration\": 18.906}, \"25242\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-20 10:57:41.000000+00:00\", \"2023-06-14 02:34:40.000000+00:00\", \"2022-06-21 09:52:59.000000+00:00\", \"2019-11-28 13:15:38.000000+00:00\", \"2020-08-06 22:12:52.000000+00:00\", \"2022-07-05 04:22:11.000000+00:00\", \"2020-04-06 17:32:17.000000+00:00\"], \"session_ids\": [\"cd8cb639-fd30-46c4-a77c-3240ad4eb29c\", \"e8ded006-e778-4f29-b91d-76144c4ba149\", \"e8894837-cec8-4790-893b-3b7d983c67e1\", \"c90a4ffa-954f-435f-8bd1-6b24c063780d\", \"b3d1e378-03de-48c5-babb-3d58e99f205a\", \"8aa37ce9-e755-4a6c-8427-feb8017c8967\", \"6f33e9b9-785c-4228-a0bd-959dd24317ef\"], \"total_duration\": 6304.0, \"total_sessions\": 7, \"mean_week_duration\": 34.076}, \"56697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-06 09:07:26.000000+00:00\", \"2021-08-17 07:17:31.000000+00:00\", \"2021-09-29 01:20:37.000000+00:00\", \"2019-02-16 18:12:11.000000+00:00\", \"2022-02-25 11:58:38.000000+00:00\", \"2023-01-22 07:10:13.000000+00:00\", \"2022-10-31 03:30:23.000000+00:00\", \"2019-08-28 05:50:15.000000+00:00\"], \"session_ids\": [\"8bbe1a0f-8045-47f4-a587-358204290320\", \"51833063-6c73-4f7f-8df4-a2475603126a\", \"b4228396-8df6-4cfb-8875-1eb29e2d05a3\", \"39388dc4-0f59-4a41-a981-151212a7d260\", \"e096e956-67a1-47b2-926a-2074b122029e\", \"ced88f84-e660-4b45-942b-c339dc6a0230\", \"f558e269-9043-486a-b40d-4cbb171a68e6\", \"11307a29-a32e-48c3-9711-d4dfe741ea68\"], \"total_duration\": 979.0, \"total_sessions\": 8, \"mean_week_duration\": 4.776}, \"18658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-26 00:36:29.000000+00:00\", \"2021-05-25 02:18:00.000000+00:00\", \"2020-06-19 21:29:02.000000+00:00\", \"2021-06-11 09:54:24.000000+00:00\", \"2021-07-27 10:14:59.000000+00:00\", \"2022-08-12 12:41:57.000000+00:00\", \"2019-12-19 15:40:25.000000+00:00\", \"2019-04-10 23:48:21.000000+00:00\", \"2021-03-12 21:27:09.000000+00:00\"], \"session_ids\": [\"c2595ac2-962e-46eb-815c-6b0a8302c73a\", \"2cc1ca6b-4a2c-4dd9-9497-7da91dad184f\", \"0ca19658-8147-4853-a571-5b8db9564657\", \"58457597-9870-4a35-a613-4b736a2f5bd4\", \"ccbe74e8-bac1-4f1e-9697-2981a77675c0\", \"c378ed50-622e-41db-b234-b628955cc038\", \"e1ca2324-c7fa-402d-ae75-265cd552c4ee\", \"6fb323a7-8355-4117-8786-8a07a94edefa\", \"7fc276e3-cfd3-4142-bf8d-61e5e3eb0ca5\"], \"total_duration\": 3286.0, \"total_sessions\": 9, \"mean_week_duration\": 16.596}, \"30473\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-21 03:51:18.000000+00:00\", \"2020-12-28 17:34:37.000000+00:00\"], \"session_ids\": [\"cf810d11-45f4-4287-942a-4b8d12e404cd\", \"45ece76c-ea2f-4201-b6f9-8b1caf068ff3\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Prague"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Prague\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44227\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-01 14:23:30.000000+00:00\", \"2019-08-21 20:53:51.000000+00:00\", \"2020-07-31 10:45:23.000000+00:00\", \"2020-06-25 18:42:12.000000+00:00\", \"2022-06-13 11:29:56.000000+00:00\", \"2022-05-29 01:48:10.000000+00:00\", \"2022-03-28 12:31:20.000000+00:00\", \"2022-03-28 04:40:30.000000+00:00\"], \"session_ids\": [\"82fd0e22-37b0-4d4b-81fa-f235485fc229\", \"98535105-9b74-425f-90e3-8e94b48d5151\", \"4fbe85b9-04ee-4689-8c48-38e6cafc7558\", \"558c6702-b3f4-4419-a85f-a7efd1e2e9bd\", \"a2a9cdc7-5e77-4d81-a61f-11bdaa0bc655\", \"7cb5bc15-44fe-4037-a4b5-e1b98fa40cbe\", \"0a64f30d-baf8-4e90-8102-74a54cd7ff06\", \"571ceccd-d6d6-4b1b-b7db-5ac6261a72d7\"], \"total_duration\": 8839.0, \"total_sessions\": 8, \"mean_week_duration\": 60.129}, \"64920\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-01 02:26:49.000000+00:00\", \"2022-01-26 12:15:35.000000+00:00\", \"2019-11-11 06:07:17.000000+00:00\"], \"session_ids\": [\"d929c393-841b-4094-9418-ad72be4e3518\", \"bc1d9993-c502-49a9-b4d3-cce506bae423\", \"7d11abf8-9b10-4d44-992e-0fb786c7d99c\"], \"total_duration\": 700.0, \"total_sessions\": 3, \"mean_week_duration\": 5.6}, \"68632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-19 04:56:30.000000+00:00\", \"2020-03-02 18:47:21.000000+00:00\", \"2020-12-07 13:11:21.000000+00:00\", \"2020-03-30 09:40:22.000000+00:00\", \"2019-05-20 03:10:20.000000+00:00\", \"2022-05-29 10:48:18.000000+00:00\", \"2023-04-17 04:10:40.000000+00:00\"], \"session_ids\": [\"a5a13eb9-1971-4d78-bbdb-42d9e1c4eb22\", \"cd95eb75-e3b5-48eb-a077-a105d6f1dcb5\", \"406a6561-7184-4023-988c-b9a0b3504748\", \"804f850c-d39d-47eb-977b-cc8940d813e5\", \"5c78b921-b1ee-4b51-be6e-c60d861c76c7\", \"53b1476c-991c-468e-baa5-eddf005d4249\", \"f60814f9-41a4-4851-aca1-4d0a90911d8f\"], \"total_duration\": 246.0, \"total_sessions\": 7, \"mean_week_duration\": 1.206}, \"30042\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-20 04:57:29.000000+00:00\", \"2023-01-05 00:35:03.000000+00:00\"], \"session_ids\": [\"ab4b1f13-4aa5-420d-a8c3-249e7988323a\", \"0a6cdc18-9f2e-4c84-b77a-aea2df72b332\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 1.25}, \"7291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-11-01 18:17:06.000000+00:00\", \"2022-09-26 14:47:05.000000+00:00\", \"2019-12-28 02:29:50.000000+00:00\"], \"session_ids\": [\"cdaa693d-2976-42fd-a5dc-d20257e62439\", \"10e67f4d-ab75-4df9-ac1c-54878eeb6634\", \"a25937d4-6e86-4859-815a-e501d3865542\"], \"total_duration\": 243.0, \"total_sessions\": 3, \"mean_week_duration\": 1.688}, \"88106\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-03 23:47:32.000000+00:00\", \"2022-03-13 15:38:58.000000+00:00\", \"2020-08-06 06:33:45.000000+00:00\", \"2021-12-01 06:03:43.000000+00:00\", \"2021-12-13 14:55:07.000000+00:00\"], \"session_ids\": [\"2c95cce0-0f95-4e15-b2ea-9fdbf0a5d87c\", \"b821ee4c-cb84-484a-b79b-21a335ceded6\", \"51ae9522-f670-4243-80ef-ab12f67762c8\", \"cf605545-6e81-48f4-9b9d-d77be67b721a\", \"b680f216-0c35-4184-9682-e698ca57a7a9\"], \"total_duration\": 2212.0, \"total_sessions\": 5, \"mean_week_duration\": 18.906}, \"25242\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-20 10:57:41.000000+00:00\", \"2023-06-14 02:34:40.000000+00:00\", \"2022-06-21 09:52:59.000000+00:00\", \"2019-11-28 13:15:38.000000+00:00\", \"2020-08-06 22:12:52.000000+00:00\", \"2022-07-05 04:22:11.000000+00:00\", \"2020-04-06 17:32:17.000000+00:00\"], \"session_ids\": [\"cd8cb639-fd30-46c4-a77c-3240ad4eb29c\", \"e8ded006-e778-4f29-b91d-76144c4ba149\", \"e8894837-cec8-4790-893b-3b7d983c67e1\", \"c90a4ffa-954f-435f-8bd1-6b24c063780d\", \"b3d1e378-03de-48c5-babb-3d58e99f205a\", \"8aa37ce9-e755-4a6c-8427-feb8017c8967\", \"6f33e9b9-785c-4228-a0bd-959dd24317ef\"], \"total_duration\": 6304.0, \"total_sessions\": 7, \"mean_week_duration\": 34.076}, \"56697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-06 09:07:26.000000+00:00\", \"2021-08-17 07:17:31.000000+00:00\", \"2021-09-29 01:20:37.000000+00:00\", \"2019-02-16 18:12:11.000000+00:00\", \"2022-02-25 11:58:38.000000+00:00\", \"2023-01-22 07:10:13.000000+00:00\", \"2022-10-31 03:30:23.000000+00:00\", \"2019-08-28 05:50:15.000000+00:00\"], \"session_ids\": [\"8bbe1a0f-8045-47f4-a587-358204290320\", \"51833063-6c73-4f7f-8df4-a2475603126a\", \"b4228396-8df6-4cfb-8875-1eb29e2d05a3\", \"39388dc4-0f59-4a41-a981-151212a7d260\", \"e096e956-67a1-47b2-926a-2074b122029e\", \"ced88f84-e660-4b45-942b-c339dc6a0230\", \"f558e269-9043-486a-b40d-4cbb171a68e6\", \"11307a29-a32e-48c3-9711-d4dfe741ea68\"], \"total_duration\": 979.0, \"total_sessions\": 8, \"mean_week_duration\": 4.776}, \"18658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-26 00:36:29.000000+00:00\", \"2021-05-25 02:18:00.000000+00:00\", \"2020-06-19 21:29:02.000000+00:00\", \"2021-06-11 09:54:24.000000+00:00\", \"2021-07-27 10:14:59.000000+00:00\", \"2022-08-12 12:41:57.000000+00:00\", \"2019-12-19 15:40:25.000000+00:00\", \"2019-04-10 23:48:21.000000+00:00\", \"2021-03-12 21:27:09.000000+00:00\"], \"session_ids\": [\"c2595ac2-962e-46eb-815c-6b0a8302c73a\", \"2cc1ca6b-4a2c-4dd9-9497-7da91dad184f\", \"0ca19658-8147-4853-a571-5b8db9564657\", \"58457597-9870-4a35-a613-4b736a2f5bd4\", \"ccbe74e8-bac1-4f1e-9697-2981a77675c0\", \"c378ed50-622e-41db-b234-b628955cc038\", \"e1ca2324-c7fa-402d-ae75-265cd552c4ee\", \"6fb323a7-8355-4117-8786-8a07a94edefa\", \"7fc276e3-cfd3-4142-bf8d-61e5e3eb0ca5\"], \"total_duration\": 3286.0, \"total_sessions\": 9, \"mean_week_duration\": 16.596}, \"30473\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-21 03:51:18.000000+00:00\", \"2020-12-28 17:34:37.000000+00:00\"], \"session_ids\": [\"cf810d11-45f4-4287-942a-4b8d12e404cd\", \"45ece76c-ea2f-4201-b6f9-8b1caf068ff3\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30042\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-20 04:57:29.000000+00:00\", \"2023-01-05 00:35:03.000000+00:00\"], \"session_ids\": [\"ab4b1f13-4aa5-420d-a8c3-249e7988323a\", \"0a6cdc18-9f2e-4c84-b77a-aea2df72b332\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 1.25}}, {\"30473\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-21 03:51:18.000000+00:00\", \"2020-12-28 17:34:37.000000+00:00\"], \"session_ids\": [\"cf810d11-45f4-4287-942a-4b8d12e404cd\", \"45ece76c-ea2f-4201-b6f9-8b1caf068ff3\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"7291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-11-01 18:17:06.000000+00:00\", \"2022-09-26 14:47:05.000000+00:00\", \"2019-12-28 02:29:50.000000+00:00\"], \"session_ids\": [\"cdaa693d-2976-42fd-a5dc-d20257e62439\", \"10e67f4d-ab75-4df9-ac1c-54878eeb6634\", \"a25937d4-6e86-4859-815a-e501d3865542\"], \"total_duration\": 243.0, \"total_sessions\": 3, \"mean_week_duration\": 1.688}}, {\"68632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-19 04:56:30.000000+00:00\", \"2020-03-02 18:47:21.000000+00:00\", \"2020-12-07 13:11:21.000000+00:00\", \"2020-03-30 09:40:22.000000+00:00\", \"2019-05-20 03:10:20.000000+00:00\", \"2022-05-29 10:48:18.000000+00:00\", \"2023-04-17 04:10:40.000000+00:00\"], \"session_ids\": [\"a5a13eb9-1971-4d78-bbdb-42d9e1c4eb22\", \"cd95eb75-e3b5-48eb-a077-a105d6f1dcb5\", \"406a6561-7184-4023-988c-b9a0b3504748\", \"804f850c-d39d-47eb-977b-cc8940d813e5\", \"5c78b921-b1ee-4b51-be6e-c60d861c76c7\", \"53b1476c-991c-468e-baa5-eddf005d4249\", \"f60814f9-41a4-4851-aca1-4d0a90911d8f\"], \"total_duration\": 246.0, \"total_sessions\": 7, \"mean_week_duration\": 1.206}}, {\"64920\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-01 02:26:49.000000+00:00\", \"2022-01-26 12:15:35.000000+00:00\", \"2019-11-11 06:07:17.000000+00:00\"], \"session_ids\": [\"d929c393-841b-4094-9418-ad72be4e3518\", \"bc1d9993-c502-49a9-b4d3-cce506bae423\", \"7d11abf8-9b10-4d44-992e-0fb786c7d99c\"], \"total_duration\": 700.0, \"total_sessions\": 3, \"mean_week_duration\": 5.6}}, {\"56697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-06 09:07:26.000000+00:00\", \"2021-08-17 07:17:31.000000+00:00\", \"2021-09-29 01:20:37.000000+00:00\", \"2019-02-16 18:12:11.000000+00:00\", \"2022-02-25 11:58:38.000000+00:00\", \"2023-01-22 07:10:13.000000+00:00\", \"2022-10-31 03:30:23.000000+00:00\", \"2019-08-28 05:50:15.000000+00:00\"], \"session_ids\": [\"8bbe1a0f-8045-47f4-a587-358204290320\", \"51833063-6c73-4f7f-8df4-a2475603126a\", \"b4228396-8df6-4cfb-8875-1eb29e2d05a3\", \"39388dc4-0f59-4a41-a981-151212a7d260\", \"e096e956-67a1-47b2-926a-2074b122029e\", \"ced88f84-e660-4b45-942b-c339dc6a0230\", \"f558e269-9043-486a-b40d-4cbb171a68e6\", \"11307a29-a32e-48c3-9711-d4dfe741ea68\"], \"total_duration\": 979.0, \"total_sessions\": 8, \"mean_week_duration\": 4.776}}, {\"88106\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-03 23:47:32.000000+00:00\", \"2022-03-13 15:38:58.000000+00:00\", \"2020-08-06 06:33:45.000000+00:00\", \"2021-12-01 06:03:43.000000+00:00\", \"2021-12-13 14:55:07.000000+00:00\"], \"session_ids\": [\"2c95cce0-0f95-4e15-b2ea-9fdbf0a5d87c\", \"b821ee4c-cb84-484a-b79b-21a335ceded6\", \"51ae9522-f670-4243-80ef-ab12f67762c8\", \"cf605545-6e81-48f4-9b9d-d77be67b721a\", \"b680f216-0c35-4184-9682-e698ca57a7a9\"], \"total_duration\": 2212.0, \"total_sessions\": 5, \"mean_week_duration\": 18.906}}, {\"18658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-26 00:36:29.000000+00:00\", \"2021-05-25 02:18:00.000000+00:00\", \"2020-06-19 21:29:02.000000+00:00\", \"2021-06-11 09:54:24.000000+00:00\", \"2021-07-27 10:14:59.000000+00:00\", \"2022-08-12 12:41:57.000000+00:00\", \"2019-12-19 15:40:25.000000+00:00\", \"2019-04-10 23:48:21.000000+00:00\", \"2021-03-12 21:27:09.000000+00:00\"], \"session_ids\": [\"c2595ac2-962e-46eb-815c-6b0a8302c73a\", \"2cc1ca6b-4a2c-4dd9-9497-7da91dad184f\", \"0ca19658-8147-4853-a571-5b8db9564657\", \"58457597-9870-4a35-a613-4b736a2f5bd4\", \"ccbe74e8-bac1-4f1e-9697-2981a77675c0\", \"c378ed50-622e-41db-b234-b628955cc038\", \"e1ca2324-c7fa-402d-ae75-265cd552c4ee\", \"6fb323a7-8355-4117-8786-8a07a94edefa\", \"7fc276e3-cfd3-4142-bf8d-61e5e3eb0ca5\"], \"total_duration\": 3286.0, \"total_sessions\": 9, \"mean_week_duration\": 16.596}}, {\"25242\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-20 10:57:41.000000+00:00\", \"2023-06-14 02:34:40.000000+00:00\", \"2022-06-21 09:52:59.000000+00:00\", \"2019-11-28 13:15:38.000000+00:00\", \"2020-08-06 22:12:52.000000+00:00\", \"2022-07-05 04:22:11.000000+00:00\", \"2020-04-06 17:32:17.000000+00:00\"], \"session_ids\": [\"cd8cb639-fd30-46c4-a77c-3240ad4eb29c\", \"e8ded006-e778-4f29-b91d-76144c4ba149\", \"e8894837-cec8-4790-893b-3b7d983c67e1\", \"c90a4ffa-954f-435f-8bd1-6b24c063780d\", \"b3d1e378-03de-48c5-babb-3d58e99f205a\", \"8aa37ce9-e755-4a6c-8427-feb8017c8967\", \"6f33e9b9-785c-4228-a0bd-959dd24317ef\"], \"total_duration\": 6304.0, \"total_sessions\": 7, \"mean_week_duration\": 34.076}}, {\"44227\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-01 14:23:30.000000+00:00\", \"2019-08-21 20:53:51.000000+00:00\", \"2020-07-31 10:45:23.000000+00:00\", \"2020-06-25 18:42:12.000000+00:00\", \"2022-06-13 11:29:56.000000+00:00\", \"2022-05-29 01:48:10.000000+00:00\", \"2022-03-28 12:31:20.000000+00:00\", \"2022-03-28 04:40:30.000000+00:00\"], \"session_ids\": [\"82fd0e22-37b0-4d4b-81fa-f235485fc229\", \"98535105-9b74-425f-90e3-8e94b48d5151\", \"4fbe85b9-04ee-4689-8c48-38e6cafc7558\", \"558c6702-b3f4-4419-a85f-a7efd1e2e9bd\", \"a2a9cdc7-5e77-4d81-a61f-11bdaa0bc655\", \"7cb5bc15-44fe-4037-a4b5-e1b98fa40cbe\", \"0a64f30d-baf8-4e90-8102-74a54cd7ff06\", \"571ceccd-d6d6-4b1b-b7db-5ac6261a72d7\"], \"total_duration\": 8839.0, \"total_sessions\": 8, \"mean_week_duration\": 60.129}}]\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[{\"30042\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-20 04:57:29.000000+00:00\", \"2023-01-05 00:35:03.000000+00:00\"], \"session_ids\": [\"ab4b1f13-4aa5-420d-a8c3-249e7988323a\", \"0a6cdc18-9f2e-4c84-b77a-aea2df72b332\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 1.25}}, {\"30473\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-21 03:51:18.000000+00:00\", \"2020-12-28 17:34:37.000000+00:00\"], \"session_ids\": [\"cf810d11-45f4-4287-942a-4b8d12e404cd\", \"45ece76c-ea2f-4201-b6f9-8b1caf068ff3\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"7291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-11-01 18:17:06.000000+00:00\", \"2022-09-26 14:47:05.000000+00:00\", \"2019-12-28 02:29:50.000000+00:00\"], \"session_ids\": [\"cdaa693d-2976-42fd-a5dc-d20257e62439\", \"10e67f4d-ab75-4df9-ac1c-54878eeb6634\", \"a25937d4-6e86-4859-815a-e501d3865542\"], \"total_duration\": 243.0, \"total_sessions\": 3, \"mean_week_duration\": 1.688}}, {\"68632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-19 04:56:30.000000+00:00\", \"2020-03-02 18:47:21.000000+00:00\", \"2020-12-07 13:11:21.000000+00:00\", \"2020-03-30 09:40:22.000000+00:00\", \"2019-05-20 03:10:20.000000+00:00\", \"2022-05-29 10:48:18.000000+00:00\", \"2023-04-17 04:10:40.000000+00:00\"], \"session_ids\": [\"a5a13eb9-1971-4d78-bbdb-42d9e1c4eb22\", \"cd95eb75-e3b5-48eb-a077-a105d6f1dcb5\", \"406a6561-7184-4023-988c-b9a0b3504748\", \"804f850c-d39d-47eb-977b-cc8940d813e5\", \"5c78b921-b1ee-4b51-be6e-c60d861c76c7\", \"53b1476c-991c-468e-baa5-eddf005d4249\", \"f60814f9-41a4-4851-aca1-4d0a90911d8f\"], \"total_duration\": 246.0, \"total_sessions\": 7, \"mean_week_duration\": 1.206}}, {\"64920\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-01 02:26:49.000000+00:00\", \"2022-01-26 12:15:35.000000+00:00\", \"2019-11-11 06:07:17.000000+00:00\"], \"session_ids\": [\"d929c393-841b-4094-9418-ad72be4e3518\", \"bc1d9993-c502-49a9-b4d3-cce506bae423\", \"7d11abf8-9b10-4d44-992e-0fb786c7d99c\"], \"total_duration\": 700.0, \"total_sessions\": 3, \"mean_week_duration\": 5.6}}, {\"56697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-06 09:07:26.000000+00:00\", \"2021-08-17 07:17:31.000000+00:00\", \"2021-09-29 01:20:37.000000+00:00\", \"2019-02-16 18:12:11.000000+00:00\", \"2022-02-25 11:58:38.000000+00:00\", \"2023-01-22 07:10:13.000000+00:00\", \"2022-10-31 03:30:23.000000+00:00\", \"2019-08-28 05:50:15.000000+00:00\"], \"session_ids\": [\"8bbe1a0f-8045-47f4-a587-358204290320\", \"51833063-6c73-4f7f-8df4-a2475603126a\", \"b4228396-8df6-4cfb-8875-1eb29e2d05a3\", \"39388dc4-0f59-4a41-a981-151212a7d260\", \"e096e956-67a1-47b2-926a-2074b122029e\", \"ced88f84-e660-4b45-942b-c339dc6a0230\", \"f558e269-9043-486a-b40d-4cbb171a68e6\", \"11307a29-a32e-48c3-9711-d4dfe741ea68\"], \"total_duration\": 979.0, \"total_sessions\": 8, \"mean_week_duration\": 4.776}}, {\"88106\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-03 23:47:32.000000+00:00\", \"2022-03-13 15:38:58.000000+00:00\", \"2020-08-06 06:33:45.000000+00:00\", \"2021-12-01 06:03:43.000000+00:00\", \"2021-12-13 14:55:07.000000+00:00\"], \"session_ids\": [\"2c95cce0-0f95-4e15-b2ea-9fdbf0a5d87c\", \"b821ee4c-cb84-484a-b79b-21a335ceded6\", \"51ae9522-f670-4243-80ef-ab12f67762c8\", \"cf605545-6e81-48f4-9b9d-d77be67b721a\", \"b680f216-0c35-4184-9682-e698ca57a7a9\"], \"total_duration\": 2212.0, \"total_sessions\": 5, \"mean_week_duration\": 18.906}}, {\"18658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-26 00:36:29.000000+00:00\", \"2021-05-25 02:18:00.000000+00:00\", \"2020-06-19 21:29:02.000000+00:00\", \"2021-06-11 09:54:24.000000+00:00\", \"2021-07-27 10:14:59.000000+00:00\", \"2022-08-12 12:41:57.000000+00:00\", \"2019-12-19 15:40:25.000000+00:00\", \"2019-04-10 23:48:21.000000+00:00\", \"2021-03-12 21:27:09.000000+00:00\"], \"session_ids\": [\"c2595ac2-962e-46eb-815c-6b0a8302c73a\", \"2cc1ca6b-4a2c-4dd9-9497-7da91dad184f\", \"0ca19658-8147-4853-a571-5b8db9564657\", \"58457597-9870-4a35-a613-4b736a2f5bd4\", \"ccbe74e8-bac1-4f1e-9697-2981a77675c0\", \"c378ed50-622e-41db-b234-b628955cc038\", \"e1ca2324-c7fa-402d-ae75-265cd552c4ee\", \"6fb323a7-8355-4117-8786-8a07a94edefa\", \"7fc276e3-cfd3-4142-bf8d-61e5e3eb0ca5\"], \"total_duration\": 3286.0, \"total_sessions\": 9, \"mean_week_duration\": 16.596}}, {\"25242\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-20 10:57:41.000000+00:00\", \"2023-06-14 02:34:40.000000+00:00\", \"2022-06-21 09:52:59.000000+00:00\", \"2019-11-28 13:15:38.000000+00:00\", \"2020-08-06 22:12:52.000000+00:00\", \"2022-07-05 04:22:11.000000+00:00\", \"2020-04-06 17:32:17.000000+00:00\"], \"session_ids\": [\"cd8cb639-fd30-46c4-a77c-3240ad4eb29c\", \"e8ded006-e778-4f29-b91d-76144c4ba149\", \"e8894837-cec8-4790-893b-3b7d983c67e1\", \"c90a4ffa-954f-435f-8bd1-6b24c063780d\", \"b3d1e378-03de-48c5-babb-3d58e99f205a\", \"8aa37ce9-e755-4a6c-8427-feb8017c8967\", \"6f33e9b9-785c-4228-a0bd-959dd24317ef\"], \"total_duration\": 6304.0, \"total_sessions\": 7, \"mean_week_duration\": 34.076}}, {\"44227\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-01 14:23:30.000000+00:00\", \"2019-08-21 20:53:51.000000+00:00\", \"2020-07-31 10:45:23.000000+00:00\", \"2020-06-25 18:42:12.000000+00:00\", \"2022-06-13 11:29:56.000000+00:00\", \"2022-05-29 01:48:10.000000+00:00\", \"2022-03-28 12:31:20.000000+00:00\", \"2022-03-28 04:40:30.000000+00:00\"], \"session_ids\": [\"82fd0e22-37b0-4d4b-81fa-f235485fc229\", \"98535105-9b74-425f-90e3-8e94b48d5151\", \"4fbe85b9-04ee-4689-8c48-38e6cafc7558\", \"558c6702-b3f4-4419-a85f-a7efd1e2e9bd\", \"a2a9cdc7-5e77-4d81-a61f-11bdaa0bc655\", \"7cb5bc15-44fe-4037-a4b5-e1b98fa40cbe\", \"0a64f30d-baf8-4e90-8102-74a54cd7ff06\", \"571ceccd-d6d6-4b1b-b7db-5ac6261a72d7\"], \"total_duration\": 8839.0, \"total_sessions\": 8, \"mean_week_duration\": 60.129}}]\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 7 users with a time in app that is higher than 1017 and lower than 3530, exclusive 3530 inclusive 1017 as well as do sorting by sessions summation form the highest to the lowest."
}
] |
[
{
"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{\"30883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-16 03:59:59.000000+00:00\", \"2020-09-29 00:07:43.000000+00:00\"], \"session_ids\": [\"29dfa1f0-6c5e-41c0-a9a5-596f265b010c\", \"af5569c8-bade-4da3-9c02-f58a08e425d3\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.888}, \"95799\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-24 11:13:45.000000+00:00\", \"2021-09-03 21:11:56.000000+00:00\", \"2019-01-24 23:53:53.000000+00:00\", \"2020-02-22 08:03:20.000000+00:00\"], \"session_ids\": [\"e53f056f-4894-4fec-b39d-801e7f0a64ee\", \"86bb5446-ebdf-4e1d-8fc6-50869f85cb95\", \"ce9dfa95-bee4-4cd4-82b6-c9ea4d5e2d9c\", \"3645250a-235c-4524-85ac-a9ca2753814c\"], \"total_duration\": 77.0, \"total_sessions\": 4, \"mean_week_duration\": 0.566}, \"33706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-28 02:54:55.000000+00:00\", \"2021-03-21 01:10:01.000000+00:00\", \"2020-03-11 15:29:04.000000+00:00\", \"2020-08-02 14:19:55.000000+00:00\"], \"session_ids\": [\"1f875b50-5543-4d7e-8614-9ebda8051cab\", \"cdd634cf-c5db-4e96-adc9-2c465da6fd4a\", \"4cd0d3e8-0040-4fc4-b0ca-c7b95701bb9d\", \"614ba924-b172-4e4f-ada5-a16bb76fd0b8\"], \"total_duration\": 1678.0, \"total_sessions\": 4, \"mean_week_duration\": 22.986}, \"41494\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-05-08 21:33:09.000000+00:00\", \"2023-02-24 07:59:26.000000+00:00\", \"2019-01-22 12:03:18.000000+00:00\"], \"session_ids\": [\"ae274f9b-5a33-441d-93d2-c6d7ca104942\", \"4e66c737-9139-471a-bc1f-761a5e7c139a\", \"bfd8975f-5ba0-4bcd-bd34-066f57c43a99\"], \"total_duration\": 189.0, \"total_sessions\": 3, \"mean_week_duration\": 0.883}, \"30792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2019-08-19 10:51:59.000000+00:00\", \"2019-08-21 04:30:40.000000+00:00\"], \"session_ids\": [\"ff1e8b5e-0504-4ddd-ba20-44bdf6e23689\", \"e519b4b7-d3ea-48d9-b33d-2bb08323c1fe\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 67.0}, \"80892\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-19 20:01:54.000000+00:00\", \"2019-03-17 09:27:31.000000+00:00\", \"2019-08-24 04:15:40.000000+00:00\", \"2019-02-20 00:24:12.000000+00:00\", \"2020-11-12 09:20:59.000000+00:00\"], \"session_ids\": [\"f990e0aa-be4e-4518-8d31-9dff32b84731\", \"b5ac71a9-fbad-48e0-8450-7880233e1692\", \"83c10b4f-5a4f-42b9-ac8f-635833ebff9a\", \"63beaf87-b991-4e12-86c7-cd04a9bfd5a9\", \"47c2b8ac-fede-419a-a36d-4db72f01f128\"], \"total_duration\": 929.0, \"total_sessions\": 5, \"mean_week_duration\": 4.645}, \"27973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-13 22:58:27.000000+00:00\", \"2022-12-14 16:12:54.000000+00:00\"], \"session_ids\": [\"329568b6-f9d6-48c7-be94-dd85d0dff107\", \"c4a385ca-5470-43c6-b7f0-c6f5ffcbf2b8\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 2.682}, \"63677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-12 14:56:45.000000+00:00\", \"2020-04-21 13:38:39.000000+00:00\", \"2022-01-16 17:22:22.000000+00:00\", \"2022-09-27 17:47:10.000000+00:00\", \"2020-02-23 17:20:07.000000+00:00\", \"2021-07-06 16:44:37.000000+00:00\", \"2021-02-10 08:35:22.000000+00:00\", \"2020-01-28 16:45:38.000000+00:00\"], \"session_ids\": [\"48d3bc84-1b82-4c3b-85d3-d254f272ad72\", \"8fe2768b-cfa6-49a7-8db2-c465ea6d792d\", \"3ae315f8-4f8d-4961-b5f8-9ddcbd014714\", \"f68827be-b414-4042-9368-a2e3741252ed\", \"e09782c2-cba3-434e-b595-e967af301907\", \"39bcb0e7-f7bb-48ba-b19d-73d7e47a68dd\", \"08d2e7d8-c55b-4b1d-adbd-6947d9b4b905\", \"2f46164a-34bd-45de-b103-8a29e3a51d55\"], \"total_duration\": 14137.0, \"total_sessions\": 8, \"mean_week_duration\": 88.912}, \"66238\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-11 15:41:08.000000+00:00\", \"2020-01-10 04:39:37.000000+00:00\", \"2020-07-06 03:22:35.000000+00:00\"], \"session_ids\": [\"9e1c955a-9176-40d6-a13d-ac0d779d5740\", \"4db93112-73ba-40a1-aad4-98430052fe49\", \"043baf52-04eb-4bed-8761-6f09d4738fe5\"], \"total_duration\": 109.0, \"total_sessions\": 3, \"mean_week_duration\": 0.609}, \"83094\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-09-11 23:41:53.000000+00:00\", \"2019-07-04 03:38:51.000000+00:00\", \"2020-05-02 06:56:33.000000+00:00\", \"2019-06-30 07:52:46.000000+00:00\", \"2022-10-28 13:43:40.000000+00:00\"], \"session_ids\": [\"1de01429-74f7-4740-9cca-b871c28ccecf\", \"369daf97-da92-43bf-897f-38d43ec9976a\", \"ff774885-6dd4-4aa3-a84f-245be6af1b7b\", \"102d1555-7726-49bf-a71a-fd25d8815bf2\", \"5095848c-64d2-4c10-aaa9-dc127a686a3b\"], \"total_duration\": 1013.0, \"total_sessions\": 5, \"mean_week_duration\": 5.822}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 1017 and are less than 3530"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1017, 3530]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-28 02:54:55.000000+00:00\", \"2021-03-21 01:10:01.000000+00:00\", \"2020-03-11 15:29:04.000000+00:00\", \"2020-08-02 14:19:55.000000+00:00\"], \"session_ids\": [\"1f875b50-5543-4d7e-8614-9ebda8051cab\", \"cdd634cf-c5db-4e96-adc9-2c465da6fd4a\", \"4cd0d3e8-0040-4fc4-b0ca-c7b95701bb9d\", \"614ba924-b172-4e4f-ada5-a16bb76fd0b8\"], \"total_duration\": 1678.0, \"total_sessions\": 4, \"mean_week_duration\": 22.986}}\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[{\"33706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-28 02:54:55.000000+00:00\", \"2021-03-21 01:10:01.000000+00:00\", \"2020-03-11 15:29:04.000000+00:00\", \"2020-08-02 14:19:55.000000+00:00\"], \"session_ids\": [\"1f875b50-5543-4d7e-8614-9ebda8051cab\", \"cdd634cf-c5db-4e96-adc9-2c465da6fd4a\", \"4cd0d3e8-0040-4fc4-b0ca-c7b95701bb9d\", \"614ba924-b172-4e4f-ada5-a16bb76fd0b8\"], \"total_duration\": 1678.0, \"total_sessions\": 4, \"mean_week_duration\": 22.986}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-28 02:54:55.000000+00:00\", \"2021-03-21 01:10:01.000000+00:00\", \"2020-03-11 15:29:04.000000+00:00\", \"2020-08-02 14:19:55.000000+00:00\"], \"session_ids\": [\"1f875b50-5543-4d7e-8614-9ebda8051cab\", \"cdd634cf-c5db-4e96-adc9-2c465da6fd4a\", \"4cd0d3e8-0040-4fc4-b0ca-c7b95701bb9d\", \"614ba924-b172-4e4f-ada5-a16bb76fd0b8\"], \"total_duration\": 1678.0, \"total_sessions\": 4, \"mean_week_duration\": 22.986}}]\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[{\"33706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-28 02:54:55.000000+00:00\", \"2021-03-21 01:10:01.000000+00:00\", \"2020-03-11 15:29:04.000000+00:00\", \"2020-08-02 14:19:55.000000+00:00\"], \"session_ids\": [\"1f875b50-5543-4d7e-8614-9ebda8051cab\", \"cdd634cf-c5db-4e96-adc9-2c465da6fd4a\", \"4cd0d3e8-0040-4fc4-b0ca-c7b95701bb9d\", \"614ba924-b172-4e4f-ada5-a16bb76fd0b8\"], \"total_duration\": 1678.0, \"total_sessions\": 4, \"mean_week_duration\": 22.986}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 8 users whose average_week_duration is smaller than 3 ( not including) in addition apply sorting by city name in desc order as well as keep only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-16 06:54:32.000000+00:00\", \"2021-03-01 17:14:23.000000+00:00\"], \"session_ids\": [\"e4c01368-842b-4700-a12c-80edf7325295\", \"c40a2292-88ab-4a88-ad4d-63b92b85105d\"], \"total_duration\": 308.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}, \"46468\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-19 12:49:43.000000+00:00\", \"2023-06-18 00:57:31.000000+00:00\", \"2020-01-07 09:58:26.000000+00:00\", \"2019-02-12 02:19:38.000000+00:00\", \"2020-11-04 09:27:51.000000+00:00\", \"2019-07-04 02:11:50.000000+00:00\", \"2021-02-12 19:40:46.000000+00:00\", \"2023-06-21 14:11:28.000000+00:00\", \"2020-09-13 17:46:06.000000+00:00\", \"2023-05-28 18:52:13.000000+00:00\"], \"session_ids\": [\"e71dacc7-17ce-4de3-9fa3-9b084361106c\", \"cd949206-0f6a-4a73-a38a-79ca275bca58\", \"6f9c5c09-4f61-4508-a4e3-a34f0aa359d5\", \"c7120e6e-1e42-455d-8cd2-26399f16f346\", \"1930fc3d-9bdc-4f26-a52d-e386722b8634\", \"bbb50881-cbfa-4caf-8270-997d6e7d4f91\", \"9919f3a9-8ddb-411d-b2f8-488b640edcc0\", \"1ea14cc1-f534-4ece-a096-a82b239cecf5\", \"a5a6ef58-2602-4a57-b773-db1268e95fbd\", \"ad63954b-0737-4417-a53e-25e59ce0c9d3\"], \"total_duration\": 532.0, \"total_sessions\": 10, \"mean_week_duration\": 2.333}, \"73330\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-02-10 18:45:40.000000+00:00\", \"2019-10-22 05:06:43.000000+00:00\", \"2020-03-18 13:44:07.000000+00:00\"], \"session_ids\": [\"db918feb-15ba-4c1f-9c81-63218c877232\", \"3229edbd-7903-4fb2-9e51-eedd8ecb46c5\", \"bd846397-a4ad-41f0-918f-ff4b2f1ef7f0\"], \"total_duration\": 209.0, \"total_sessions\": 3, \"mean_week_duration\": 3.603}, \"71236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-16 04:21:28.000000+00:00\", \"2020-11-19 14:08:30.000000+00:00\"], \"session_ids\": [\"a7ed3627-bac0-48f3-938c-8b46c271aa5b\", \"2a59fb39-0946-41c0-89f7-31fc353b863e\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}, \"59321\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-25 00:01:20.000000+00:00\", \"2021-09-18 11:21:13.000000+00:00\", \"2022-07-15 00:22:56.000000+00:00\", \"2021-10-15 08:46:40.000000+00:00\", \"2020-01-22 08:21:28.000000+00:00\", \"2019-04-08 06:29:19.000000+00:00\"], \"session_ids\": [\"ca54c43f-4d8a-4ab7-8d14-5155ca508dd2\", \"f6e69710-c73c-4cfa-9fce-de118b76efab\", \"504b694b-ff1d-4116-a4f7-81a630312047\", \"eda5aca0-c0ce-4209-ba3a-0a96af2c2070\", \"9955f931-8444-4f40-8b92-a91d6492136f\", \"78f5f978-d214-4cff-b32c-1c11736775c8\"], \"total_duration\": 4696.0, \"total_sessions\": 6, \"mean_week_duration\": 25.945}, \"7229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-21 19:21:54.000000+00:00\", \"2020-10-23 11:46:37.000000+00:00\", \"2021-06-22 09:39:55.000000+00:00\", \"2020-04-03 00:26:34.000000+00:00\", \"2019-01-25 17:57:20.000000+00:00\", \"2019-02-15 07:20:27.000000+00:00\", \"2023-04-07 20:43:51.000000+00:00\", \"2019-08-22 22:58:42.000000+00:00\", \"2021-06-26 13:04:01.000000+00:00\", \"2022-10-02 03:33:26.000000+00:00\"], \"session_ids\": [\"364ef2b9-90e6-44e9-ba7d-cd6af4bbd8bd\", \"29af2d74-3216-46a0-8e3a-0f7aba013958\", \"2add878e-7fa2-440f-8c33-2c129c777c68\", \"ea6ec1cf-01b9-4197-82d3-a6eba4bd36a8\", \"99f65e6a-4bbf-41f5-ae71-5d7f8a1bafce\", \"82288f8a-1a16-47cf-ba44-76d443966b1a\", \"654dc12c-9bbf-494a-bce7-7b631d95d1ff\", \"28aabdcd-f1bb-4787-8d39-7a154c0a5df5\", \"4d913acc-a53a-40cc-97e2-d636e8f9d680\", \"5797bd2c-f0ae-4cc8-994e-6123a6f00b5f\"], \"total_duration\": 26535.0, \"total_sessions\": 10, \"mean_week_duration\": 121.164}, \"19604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-11-05 08:25:14.000000+00:00\", \"2019-10-24 13:57:35.000000+00:00\"], \"session_ids\": [\"a91cd8e1-92e6-4d6d-b559-30ec3bcba4f4\", \"a86d54aa-c2cc-4927-8e36-488df378c9e8\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"94973\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-12 00:13:07.000000+00:00\", \"2020-10-09 21:53:53.000000+00:00\"], \"session_ids\": [\"457424c0-138e-492a-af78-ee0a9d354d65\", \"43f08eaf-3bc5-4f2d-ad79-238ea6ed153c\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 2.154}, \"6977\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-01-08 16:04:10.000000+00:00\", \"2019-02-15 23:34:11.000000+00:00\"], \"session_ids\": [\"cc2eff54-29a8-4303-9952-4dd2d4dea696\", \"79d4cb70-28b7-4c0d-af05-9aa11b1b8256\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 41.333}, \"47071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-23 18:35:51.000000+00:00\", \"2023-05-13 11:34:18.000000+00:00\"], \"session_ids\": [\"68c16a91-8cbc-4dc0-b340-1cab349aede3\", \"2dadea85-d40f-4c4b-8306-06b7c1279243\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.483}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 36]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46468\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-19 12:49:43.000000+00:00\", \"2023-06-18 00:57:31.000000+00:00\", \"2020-01-07 09:58:26.000000+00:00\", \"2019-02-12 02:19:38.000000+00:00\", \"2020-11-04 09:27:51.000000+00:00\", \"2019-07-04 02:11:50.000000+00:00\", \"2021-02-12 19:40:46.000000+00:00\", \"2023-06-21 14:11:28.000000+00:00\", \"2020-09-13 17:46:06.000000+00:00\", \"2023-05-28 18:52:13.000000+00:00\"], \"session_ids\": [\"e71dacc7-17ce-4de3-9fa3-9b084361106c\", \"cd949206-0f6a-4a73-a38a-79ca275bca58\", \"6f9c5c09-4f61-4508-a4e3-a34f0aa359d5\", \"c7120e6e-1e42-455d-8cd2-26399f16f346\", \"1930fc3d-9bdc-4f26-a52d-e386722b8634\", \"bbb50881-cbfa-4caf-8270-997d6e7d4f91\", \"9919f3a9-8ddb-411d-b2f8-488b640edcc0\", \"1ea14cc1-f534-4ece-a096-a82b239cecf5\", \"a5a6ef58-2602-4a57-b773-db1268e95fbd\", \"ad63954b-0737-4417-a53e-25e59ce0c9d3\"], \"total_duration\": 532.0, \"total_sessions\": 10, \"mean_week_duration\": 2.333}, \"71236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-16 04:21:28.000000+00:00\", \"2020-11-19 14:08:30.000000+00:00\"], \"session_ids\": [\"a7ed3627-bac0-48f3-938c-8b46c271aa5b\", \"2a59fb39-0946-41c0-89f7-31fc353b863e\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}, \"19604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-11-05 08:25:14.000000+00:00\", \"2019-10-24 13:57:35.000000+00:00\"], \"session_ids\": [\"a91cd8e1-92e6-4d6d-b559-30ec3bcba4f4\", \"a86d54aa-c2cc-4927-8e36-488df378c9e8\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"94973\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-12 00:13:07.000000+00:00\", \"2020-10-09 21:53:53.000000+00:00\"], \"session_ids\": [\"457424c0-138e-492a-af78-ee0a9d354d65\", \"43f08eaf-3bc5-4f2d-ad79-238ea6ed153c\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 2.154}, \"47071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-23 18:35:51.000000+00:00\", \"2023-05-13 11:34:18.000000+00:00\"], \"session_ids\": [\"68c16a91-8cbc-4dc0-b340-1cab349aede3\", \"2dadea85-d40f-4c4b-8306-06b7c1279243\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.483}}\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[{\"47071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-23 18:35:51.000000+00:00\", \"2023-05-13 11:34:18.000000+00:00\"], \"session_ids\": [\"68c16a91-8cbc-4dc0-b340-1cab349aede3\", \"2dadea85-d40f-4c4b-8306-06b7c1279243\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.483}}, {\"94973\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-12 00:13:07.000000+00:00\", \"2020-10-09 21:53:53.000000+00:00\"], \"session_ids\": [\"457424c0-138e-492a-af78-ee0a9d354d65\", \"43f08eaf-3bc5-4f2d-ad79-238ea6ed153c\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 2.154}}, {\"71236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-16 04:21:28.000000+00:00\", \"2020-11-19 14:08:30.000000+00:00\"], \"session_ids\": [\"a7ed3627-bac0-48f3-938c-8b46c271aa5b\", \"2a59fb39-0946-41c0-89f7-31fc353b863e\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}}, {\"46468\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-19 12:49:43.000000+00:00\", \"2023-06-18 00:57:31.000000+00:00\", \"2020-01-07 09:58:26.000000+00:00\", \"2019-02-12 02:19:38.000000+00:00\", \"2020-11-04 09:27:51.000000+00:00\", \"2019-07-04 02:11:50.000000+00:00\", \"2021-02-12 19:40:46.000000+00:00\", \"2023-06-21 14:11:28.000000+00:00\", \"2020-09-13 17:46:06.000000+00:00\", \"2023-05-28 18:52:13.000000+00:00\"], \"session_ids\": [\"e71dacc7-17ce-4de3-9fa3-9b084361106c\", \"cd949206-0f6a-4a73-a38a-79ca275bca58\", \"6f9c5c09-4f61-4508-a4e3-a34f0aa359d5\", \"c7120e6e-1e42-455d-8cd2-26399f16f346\", \"1930fc3d-9bdc-4f26-a52d-e386722b8634\", \"bbb50881-cbfa-4caf-8270-997d6e7d4f91\", \"9919f3a9-8ddb-411d-b2f8-488b640edcc0\", \"1ea14cc1-f534-4ece-a096-a82b239cecf5\", \"a5a6ef58-2602-4a57-b773-db1268e95fbd\", \"ad63954b-0737-4417-a53e-25e59ce0c9d3\"], \"total_duration\": 532.0, \"total_sessions\": 10, \"mean_week_duration\": 2.333}}, {\"19604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-11-05 08:25:14.000000+00:00\", \"2019-10-24 13:57:35.000000+00:00\"], \"session_ids\": [\"a91cd8e1-92e6-4d6d-b559-30ec3bcba4f4\", \"a86d54aa-c2cc-4927-8e36-488df378c9e8\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}]\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[{\"47071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-23 18:35:51.000000+00:00\", \"2023-05-13 11:34:18.000000+00:00\"], \"session_ids\": [\"68c16a91-8cbc-4dc0-b340-1cab349aede3\", \"2dadea85-d40f-4c4b-8306-06b7c1279243\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.483}}, {\"94973\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-12 00:13:07.000000+00:00\", \"2020-10-09 21:53:53.000000+00:00\"], \"session_ids\": [\"457424c0-138e-492a-af78-ee0a9d354d65\", \"43f08eaf-3bc5-4f2d-ad79-238ea6ed153c\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 2.154}}]\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[{\"47071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-23 18:35:51.000000+00:00\", \"2023-05-13 11:34:18.000000+00:00\"], \"session_ids\": [\"68c16a91-8cbc-4dc0-b340-1cab349aede3\", \"2dadea85-d40f-4c4b-8306-06b7c1279243\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.483}}, {\"94973\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-12 00:13:07.000000+00:00\", \"2020-10-09 21:53:53.000000+00:00\"], \"session_ids\": [\"457424c0-138e-492a-af78-ee0a9d354d65\", \"43f08eaf-3bc5-4f2d-ad79-238ea6ed153c\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 2.154}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 5 users who hold the bottom position in total sessoins count as well as sort by site usage time per week 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{\"13486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-28 08:31:29.000000+00:00\", \"2020-02-07 06:50:16.000000+00:00\"], \"session_ids\": [\"a662a2a1-78b6-4c16-8d7a-99122eba1313\", \"0e4fbb78-9a2f-4af6-b7b9-b6c1745b330b\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.627}, \"23298\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-27 01:03:54.000000+00:00\", \"2021-05-11 16:43:39.000000+00:00\"], \"session_ids\": [\"262e66e8-9d9a-4d6b-b28d-3f5047feaf1a\", \"42d1bc35-7045-4f4c-9160-4e9cb7d63fe7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}, \"5548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-06 10:02:31.000000+00:00\", \"2021-09-21 16:15:48.000000+00:00\", \"2021-08-02 14:00:04.000000+00:00\"], \"session_ids\": [\"263919c5-67f6-4e4d-b964-d6701a90ccdf\", \"31e5699e-810e-48ad-9ce1-acd1f2f6a2ce\", \"4563883c-43fd-4e12-82fb-e1199817aef2\"], \"total_duration\": 560.0, \"total_sessions\": 3, \"mean_week_duration\": 6.364}, \"72413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-11-23 03:39:00.000000+00:00\", \"2021-09-22 12:29:39.000000+00:00\"], \"session_ids\": [\"5f2773e5-4db9-49d0-b373-27a794deec13\", \"25eae5f0-b787-4d93-8095-503c08b90273\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.836}, \"15251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-23 18:11:07.000000+00:00\", \"2022-02-16 05:50:39.000000+00:00\"], \"session_ids\": [\"f9f259c5-1954-4513-8034-1f707c2a75af\", \"81122559-0ed7-46a4-8176-7c93b9b77f6b\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.877}, \"41177\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-03-25 14:25:28.000000+00:00\", \"2020-08-14 12:02:30.000000+00:00\", \"2020-09-14 22:15:37.000000+00:00\", \"2021-09-16 21:11:56.000000+00:00\", \"2019-11-23 09:10:07.000000+00:00\"], \"session_ids\": [\"90c64d59-d54d-4164-80d4-82e16a47e11d\", \"be3736ef-b811-4680-82db-b0f9a204009d\", \"b6609556-0b4e-41de-bef9-beae60252ed7\", \"203fdf0c-bb5b-4eff-83f5-6fdcac06c1f5\", \"3c42ec3d-d6ea-4b3d-839a-40803c55b5b3\"], \"total_duration\": 1172.0, \"total_sessions\": 5, \"mean_week_duration\": 9.607}, \"11413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-14 08:59:08.000000+00:00\", \"2020-01-15 16:38:27.000000+00:00\"], \"session_ids\": [\"d507573e-b183-432d-b20d-d3e622435c86\", \"5e54bfaf-1f40-4f70-8c93-65dea66a22a6\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 5.965}, \"42816\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-05-08 18:41:48.000000+00:00\", \"2020-01-22 20:20:28.000000+00:00\", \"2021-05-12 23:28:10.000000+00:00\", \"2019-10-08 09:40:57.000000+00:00\", \"2021-12-03 14:39:41.000000+00:00\"], \"session_ids\": [\"071b1ffa-89a5-4666-95d0-ca716e5c670d\", \"1659a2f6-45b6-4cdf-a7f7-9c60f8d41ccc\", \"dafdb2b4-c3fd-4200-9bb8-d1f1a4bf79d7\", \"ba1e88ef-3455-4028-9c85-a1698800f4d5\", \"d61051de-5364-4248-af20-db4b33281e48\"], \"total_duration\": 264.0, \"total_sessions\": 5, \"mean_week_duration\": 1.956}, \"30796\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-10-20 15:06:47.000000+00:00\", \"2022-12-29 19:57:22.000000+00:00\", \"2019-07-21 21:37:55.000000+00:00\", \"2023-05-20 01:09:05.000000+00:00\"], \"session_ids\": [\"051fc65b-7f76-4388-9f5e-2f7a6ff02fd9\", \"556c5d10-1b63-49b2-98a1-b9bdfd94a0ac\", \"bf2f3453-a47e-4792-bd8c-40ae0ec51aa4\", \"8a1abc57-ce05-4e7d-8588-db36a49481b5\"], \"total_duration\": 38.0, \"total_sessions\": 4, \"mean_week_duration\": 0.19}, \"1713\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-01-23 06:00:16.000000+00:00\", \"2019-09-19 19:57:09.000000+00:00\", \"2022-10-14 22:26:56.000000+00:00\"], \"session_ids\": [\"52b4dd0a-7736-4948-9807-3c4c18e79dc7\", \"1349f784-aa00-4c42-ae95-966cc721ae00\", \"cc59aaad-cfce-4891-9ca4-2f53b0964461\"], \"total_duration\": 351.0, \"total_sessions\": 3, \"mean_week_duration\": 2.006}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 5 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 5}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-28 08:31:29.000000+00:00\", \"2020-02-07 06:50:16.000000+00:00\"], \"session_ids\": [\"a662a2a1-78b6-4c16-8d7a-99122eba1313\", \"0e4fbb78-9a2f-4af6-b7b9-b6c1745b330b\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.627}}, {\"23298\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-27 01:03:54.000000+00:00\", \"2021-05-11 16:43:39.000000+00:00\"], \"session_ids\": [\"262e66e8-9d9a-4d6b-b28d-3f5047feaf1a\", \"42d1bc35-7045-4f4c-9160-4e9cb7d63fe7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}}, {\"72413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-11-23 03:39:00.000000+00:00\", \"2021-09-22 12:29:39.000000+00:00\"], \"session_ids\": [\"5f2773e5-4db9-49d0-b373-27a794deec13\", \"25eae5f0-b787-4d93-8095-503c08b90273\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.836}}, {\"15251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-23 18:11:07.000000+00:00\", \"2022-02-16 05:50:39.000000+00:00\"], \"session_ids\": [\"f9f259c5-1954-4513-8034-1f707c2a75af\", \"81122559-0ed7-46a4-8176-7c93b9b77f6b\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.877}}, {\"11413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-14 08:59:08.000000+00:00\", \"2020-01-15 16:38:27.000000+00:00\"], \"session_ids\": [\"d507573e-b183-432d-b20d-d3e622435c86\", \"5e54bfaf-1f40-4f70-8c93-65dea66a22a6\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 5.965}}]\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[{\"11413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-14 08:59:08.000000+00:00\", \"2020-01-15 16:38:27.000000+00:00\"], \"session_ids\": [\"d507573e-b183-432d-b20d-d3e622435c86\", \"5e54bfaf-1f40-4f70-8c93-65dea66a22a6\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 5.965}}, {\"72413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-11-23 03:39:00.000000+00:00\", \"2021-09-22 12:29:39.000000+00:00\"], \"session_ids\": [\"5f2773e5-4db9-49d0-b373-27a794deec13\", \"25eae5f0-b787-4d93-8095-503c08b90273\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.836}}, {\"23298\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-27 01:03:54.000000+00:00\", \"2021-05-11 16:43:39.000000+00:00\"], \"session_ids\": [\"262e66e8-9d9a-4d6b-b28d-3f5047feaf1a\", \"42d1bc35-7045-4f4c-9160-4e9cb7d63fe7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}}, {\"15251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-23 18:11:07.000000+00:00\", \"2022-02-16 05:50:39.000000+00:00\"], \"session_ids\": [\"f9f259c5-1954-4513-8034-1f707c2a75af\", \"81122559-0ed7-46a4-8176-7c93b9b77f6b\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.877}}, {\"13486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-28 08:31:29.000000+00:00\", \"2020-02-07 06:50:16.000000+00:00\"], \"session_ids\": [\"a662a2a1-78b6-4c16-8d7a-99122eba1313\", \"0e4fbb78-9a2f-4af6-b7b9-b6c1745b330b\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.627}}]\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[{\"11413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-14 08:59:08.000000+00:00\", \"2020-01-15 16:38:27.000000+00:00\"], \"session_ids\": [\"d507573e-b183-432d-b20d-d3e622435c86\", \"5e54bfaf-1f40-4f70-8c93-65dea66a22a6\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 5.965}}, {\"72413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-11-23 03:39:00.000000+00:00\", \"2021-09-22 12:29:39.000000+00:00\"], \"session_ids\": [\"5f2773e5-4db9-49d0-b373-27a794deec13\", \"25eae5f0-b787-4d93-8095-503c08b90273\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.836}}, {\"23298\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-27 01:03:54.000000+00:00\", \"2021-05-11 16:43:39.000000+00:00\"], \"session_ids\": [\"262e66e8-9d9a-4d6b-b28d-3f5047feaf1a\", \"42d1bc35-7045-4f4c-9160-4e9cb7d63fe7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}}, {\"15251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-23 18:11:07.000000+00:00\", \"2022-02-16 05:50:39.000000+00:00\"], \"session_ids\": [\"f9f259c5-1954-4513-8034-1f707c2a75af\", \"81122559-0ed7-46a4-8176-7c93b9b77f6b\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.877}}, {\"13486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-28 08:31:29.000000+00:00\", \"2020-02-07 06:50:16.000000+00:00\"], \"session_ids\": [\"a662a2a1-78b6-4c16-8d7a-99122eba1313\", \"0e4fbb78-9a2f-4af6-b7b9-b6c1745b330b\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.627}}]\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[{\"11413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-14 08:59:08.000000+00:00\", \"2020-01-15 16:38:27.000000+00:00\"], \"session_ids\": [\"d507573e-b183-432d-b20d-d3e622435c86\", \"5e54bfaf-1f40-4f70-8c93-65dea66a22a6\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 5.965}}, {\"72413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-11-23 03:39:00.000000+00:00\", \"2021-09-22 12:29:39.000000+00:00\"], \"session_ids\": [\"5f2773e5-4db9-49d0-b373-27a794deec13\", \"25eae5f0-b787-4d93-8095-503c08b90273\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.836}}, {\"23298\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-27 01:03:54.000000+00:00\", \"2021-05-11 16:43:39.000000+00:00\"], \"session_ids\": [\"262e66e8-9d9a-4d6b-b28d-3f5047feaf1a\", \"42d1bc35-7045-4f4c-9160-4e9cb7d63fe7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}}, {\"15251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-23 18:11:07.000000+00:00\", \"2022-02-16 05:50:39.000000+00:00\"], \"session_ids\": [\"f9f259c5-1954-4513-8034-1f707c2a75af\", \"81122559-0ed7-46a4-8176-7c93b9b77f6b\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.877}}, {\"13486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-28 08:31:29.000000+00:00\", \"2020-02-07 06:50:16.000000+00:00\"], \"session_ids\": [\"a662a2a1-78b6-4c16-8d7a-99122eba1313\", \"0e4fbb78-9a2f-4af6-b7b9-b6c1745b330b\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.627}}]\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 3 users who are not folks of city Rome also execute sorting by overall total duration 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{\"97953\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-01 09:33:03.000000+00:00\", \"2020-10-13 02:13:06.000000+00:00\", \"2019-09-28 22:54:56.000000+00:00\", \"2019-03-23 03:19:33.000000+00:00\", \"2021-11-26 11:35:38.000000+00:00\", \"2021-01-31 13:26:05.000000+00:00\", \"2023-06-09 12:54:27.000000+00:00\", \"2022-09-03 15:10:19.000000+00:00\", \"2022-07-20 02:36:57.000000+00:00\", \"2019-10-24 18:07:58.000000+00:00\"], \"session_ids\": [\"1a8a5aa5-7d83-4295-b5a2-b76544832af6\", \"7082d18d-15cf-473f-aafc-69b22917d225\", \"1c1f2bba-9574-458d-bbc7-b5cf92330077\", \"0cbf2c0d-b2f8-4dde-ba90-cfcff45b7526\", \"27b897f3-f547-402d-9035-c081bc887845\", \"47c8758b-487e-4922-844d-27f68bd882f5\", \"f15e8506-6557-485e-af01-a7a628d580c7\", \"2e6258bc-e38b-4853-907d-30a30b4279f9\", \"536d0e8d-302d-43f6-92ac-55eef356088d\", \"899cbd62-7243-4d47-b808-1328c9de17e4\"], \"total_duration\": 12465.0, \"total_sessions\": 10, \"mean_week_duration\": 56.659}, \"65483\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-25 18:12:27.000000+00:00\", \"2019-07-27 16:44:41.000000+00:00\", \"2019-08-28 18:41:28.000000+00:00\", \"2020-10-11 17:16:24.000000+00:00\", \"2022-12-05 19:29:06.000000+00:00\", \"2021-04-22 20:56:26.000000+00:00\", \"2021-12-18 13:33:31.000000+00:00\", \"2023-05-16 14:11:35.000000+00:00\"], \"session_ids\": [\"39c93598-4b37-48be-a16e-39cb0787ad6f\", \"11f1eb63-5ffe-4906-b1bc-5e38c9ae7e0c\", \"d4e963e2-38d1-4278-be25-db54b0171385\", \"7db3b50d-5137-49c8-a5e0-fb5ea0bc6c7b\", \"faeb0ef2-bfc2-4def-9d31-b54ffb56e030\", \"b166c90a-ec0c-4521-b3cc-43a65978784e\", \"74ab13c6-edf0-4c04-b22c-46929c7237be\", \"a62c7103-1034-486a-bffe-e8c59a4f3186\"], \"total_duration\": 254.0, \"total_sessions\": 8, \"mean_week_duration\": 1.276}, \"92547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-02-28 08:08:36.000000+00:00\", \"2020-06-07 03:31:05.000000+00:00\"], \"session_ids\": [\"e888cedf-3d6f-462b-a386-cdc6e4de644e\", \"5fcde630-6acf-4aa2-81af-de1675ae96c6\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 2.448}, \"7232\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-21 21:49:23.000000+00:00\", \"2022-07-27 09:57:46.000000+00:00\"], \"session_ids\": [\"2c1aa094-59ff-40bc-beeb-149d2aba048b\", \"bb505a16-30b4-452f-a760-8db59880c3c2\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.047}, \"44288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-25 08:05:27.000000+00:00\", \"2022-10-30 01:04:22.000000+00:00\"], \"session_ids\": [\"a9f6fc17-a361-44e8-b16a-fe480ee26423\", \"5897dce1-a503-4515-8bbc-bb3c535abd2c\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.473}, \"90344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-08-07 08:41:22.000000+00:00\", \"2020-06-19 06:31:52.000000+00:00\", \"2020-05-26 03:44:26.000000+00:00\"], \"session_ids\": [\"35190646-fa7f-4814-8694-3ffbd7abc4a1\", \"38a88cb6-3f72-4f10-aa63-da4635fe3518\", \"3a03a0ee-f576-49e6-a0b0-5f5efc759fea\"], \"total_duration\": 752.0, \"total_sessions\": 3, \"mean_week_duration\": 11.937}, \"46458\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-05-27 23:46:06.000000+00:00\", \"2022-06-13 04:42:43.000000+00:00\"], \"session_ids\": [\"beed8f3f-2840-4706-85d8-f9bc8cd64e53\", \"3c1b3b3b-0170-4697-be3b-ff3b0012f0ba\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.252}, \"43457\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-05-31 22:18:54.000000+00:00\", \"2021-09-22 00:24:20.000000+00:00\", \"2021-10-26 16:58:11.000000+00:00\", \"2021-04-15 03:15:07.000000+00:00\", \"2019-05-26 08:44:36.000000+00:00\", \"2019-07-02 14:01:31.000000+00:00\", \"2021-10-10 20:44:45.000000+00:00\", \"2020-04-06 20:18:04.000000+00:00\", \"2019-06-05 06:26:57.000000+00:00\", \"2020-09-07 07:49:28.000000+00:00\", \"2022-12-17 04:12:12.000000+00:00\"], \"session_ids\": [\"10fcd9c2-1947-43d2-807d-88d533c36efd\", \"c44b5414-b0be-4723-b84c-ccb021ad0138\", \"3b7e7a31-b7bc-4d89-b6f3-8c700f47baa4\", \"521fc860-70c0-4e8e-8230-5a619f2d36cb\", \"5e039d60-6946-4a64-9565-eb4c2dec6117\", \"ae5d1a9a-5200-4085-9a97-715dea0023a3\", \"6fe3e127-37ac-4074-9689-b40b66befd92\", \"865ef912-c1a9-40b3-b84f-5077bf481f84\", \"fcfe9c8a-2641-44f5-b60f-6a102ede3ec7\", \"8078e2fb-afb2-4782-853e-c14f7932e1b6\", \"762b25e3-1947-445c-8c87-d6c0a3e7a682\"], \"total_duration\": 4419.0, \"total_sessions\": 11, \"mean_week_duration\": 21.043}, \"88582\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-11 16:26:14.000000+00:00\", \"2022-09-19 04:52:19.000000+00:00\", \"2022-03-23 13:48:31.000000+00:00\", \"2020-09-26 09:02:44.000000+00:00\", \"2019-01-03 20:38:02.000000+00:00\", \"2020-01-11 15:38:08.000000+00:00\"], \"session_ids\": [\"5e4fe024-bd31-4a14-a531-f5a597bad286\", \"70115a0d-eff7-4110-80ae-9423adc92703\", \"23304459-26cc-464e-aed4-9a277efc8041\", \"92b520aa-4425-45da-bce9-9345b0e0aa3e\", \"fa38d06a-ba4e-4b13-83d8-0e645bec6155\", \"82b5af8d-c624-4d79-8e5e-22536edfd702\"], \"total_duration\": 169.0, \"total_sessions\": 6, \"mean_week_duration\": 0.871}, \"64069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-09-25 14:34:02.000000+00:00\", \"2020-12-26 13:01:08.000000+00:00\"], \"session_ids\": [\"c43f8afc-67ea-417f-8c02-94b70430384c\", \"23c6a155-e390-4001-82ba-28993a71b1a0\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 17.308}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Rome"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Rome\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97953\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-01 09:33:03.000000+00:00\", \"2020-10-13 02:13:06.000000+00:00\", \"2019-09-28 22:54:56.000000+00:00\", \"2019-03-23 03:19:33.000000+00:00\", \"2021-11-26 11:35:38.000000+00:00\", \"2021-01-31 13:26:05.000000+00:00\", \"2023-06-09 12:54:27.000000+00:00\", \"2022-09-03 15:10:19.000000+00:00\", \"2022-07-20 02:36:57.000000+00:00\", \"2019-10-24 18:07:58.000000+00:00\"], \"session_ids\": [\"1a8a5aa5-7d83-4295-b5a2-b76544832af6\", \"7082d18d-15cf-473f-aafc-69b22917d225\", \"1c1f2bba-9574-458d-bbc7-b5cf92330077\", \"0cbf2c0d-b2f8-4dde-ba90-cfcff45b7526\", \"27b897f3-f547-402d-9035-c081bc887845\", \"47c8758b-487e-4922-844d-27f68bd882f5\", \"f15e8506-6557-485e-af01-a7a628d580c7\", \"2e6258bc-e38b-4853-907d-30a30b4279f9\", \"536d0e8d-302d-43f6-92ac-55eef356088d\", \"899cbd62-7243-4d47-b808-1328c9de17e4\"], \"total_duration\": 12465.0, \"total_sessions\": 10, \"mean_week_duration\": 56.659}, \"65483\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-25 18:12:27.000000+00:00\", \"2019-07-27 16:44:41.000000+00:00\", \"2019-08-28 18:41:28.000000+00:00\", \"2020-10-11 17:16:24.000000+00:00\", \"2022-12-05 19:29:06.000000+00:00\", \"2021-04-22 20:56:26.000000+00:00\", \"2021-12-18 13:33:31.000000+00:00\", \"2023-05-16 14:11:35.000000+00:00\"], \"session_ids\": [\"39c93598-4b37-48be-a16e-39cb0787ad6f\", \"11f1eb63-5ffe-4906-b1bc-5e38c9ae7e0c\", \"d4e963e2-38d1-4278-be25-db54b0171385\", \"7db3b50d-5137-49c8-a5e0-fb5ea0bc6c7b\", \"faeb0ef2-bfc2-4def-9d31-b54ffb56e030\", \"b166c90a-ec0c-4521-b3cc-43a65978784e\", \"74ab13c6-edf0-4c04-b22c-46929c7237be\", \"a62c7103-1034-486a-bffe-e8c59a4f3186\"], \"total_duration\": 254.0, \"total_sessions\": 8, \"mean_week_duration\": 1.276}, \"92547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-02-28 08:08:36.000000+00:00\", \"2020-06-07 03:31:05.000000+00:00\"], \"session_ids\": [\"e888cedf-3d6f-462b-a386-cdc6e4de644e\", \"5fcde630-6acf-4aa2-81af-de1675ae96c6\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 2.448}, \"7232\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-21 21:49:23.000000+00:00\", \"2022-07-27 09:57:46.000000+00:00\"], \"session_ids\": [\"2c1aa094-59ff-40bc-beeb-149d2aba048b\", \"bb505a16-30b4-452f-a760-8db59880c3c2\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.047}, \"44288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-25 08:05:27.000000+00:00\", \"2022-10-30 01:04:22.000000+00:00\"], \"session_ids\": [\"a9f6fc17-a361-44e8-b16a-fe480ee26423\", \"5897dce1-a503-4515-8bbc-bb3c535abd2c\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.473}, \"90344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-08-07 08:41:22.000000+00:00\", \"2020-06-19 06:31:52.000000+00:00\", \"2020-05-26 03:44:26.000000+00:00\"], \"session_ids\": [\"35190646-fa7f-4814-8694-3ffbd7abc4a1\", \"38a88cb6-3f72-4f10-aa63-da4635fe3518\", \"3a03a0ee-f576-49e6-a0b0-5f5efc759fea\"], \"total_duration\": 752.0, \"total_sessions\": 3, \"mean_week_duration\": 11.937}, \"46458\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-05-27 23:46:06.000000+00:00\", \"2022-06-13 04:42:43.000000+00:00\"], \"session_ids\": [\"beed8f3f-2840-4706-85d8-f9bc8cd64e53\", \"3c1b3b3b-0170-4697-be3b-ff3b0012f0ba\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.252}, \"43457\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-05-31 22:18:54.000000+00:00\", \"2021-09-22 00:24:20.000000+00:00\", \"2021-10-26 16:58:11.000000+00:00\", \"2021-04-15 03:15:07.000000+00:00\", \"2019-05-26 08:44:36.000000+00:00\", \"2019-07-02 14:01:31.000000+00:00\", \"2021-10-10 20:44:45.000000+00:00\", \"2020-04-06 20:18:04.000000+00:00\", \"2019-06-05 06:26:57.000000+00:00\", \"2020-09-07 07:49:28.000000+00:00\", \"2022-12-17 04:12:12.000000+00:00\"], \"session_ids\": [\"10fcd9c2-1947-43d2-807d-88d533c36efd\", \"c44b5414-b0be-4723-b84c-ccb021ad0138\", \"3b7e7a31-b7bc-4d89-b6f3-8c700f47baa4\", \"521fc860-70c0-4e8e-8230-5a619f2d36cb\", \"5e039d60-6946-4a64-9565-eb4c2dec6117\", \"ae5d1a9a-5200-4085-9a97-715dea0023a3\", \"6fe3e127-37ac-4074-9689-b40b66befd92\", \"865ef912-c1a9-40b3-b84f-5077bf481f84\", \"fcfe9c8a-2641-44f5-b60f-6a102ede3ec7\", \"8078e2fb-afb2-4782-853e-c14f7932e1b6\", \"762b25e3-1947-445c-8c87-d6c0a3e7a682\"], \"total_duration\": 4419.0, \"total_sessions\": 11, \"mean_week_duration\": 21.043}, \"88582\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-11 16:26:14.000000+00:00\", \"2022-09-19 04:52:19.000000+00:00\", \"2022-03-23 13:48:31.000000+00:00\", \"2020-09-26 09:02:44.000000+00:00\", \"2019-01-03 20:38:02.000000+00:00\", \"2020-01-11 15:38:08.000000+00:00\"], \"session_ids\": [\"5e4fe024-bd31-4a14-a531-f5a597bad286\", \"70115a0d-eff7-4110-80ae-9423adc92703\", \"23304459-26cc-464e-aed4-9a277efc8041\", \"92b520aa-4425-45da-bce9-9345b0e0aa3e\", \"fa38d06a-ba4e-4b13-83d8-0e645bec6155\", \"82b5af8d-c624-4d79-8e5e-22536edfd702\"], \"total_duration\": 169.0, \"total_sessions\": 6, \"mean_week_duration\": 0.871}, \"64069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-09-25 14:34:02.000000+00:00\", \"2020-12-26 13:01:08.000000+00:00\"], \"session_ids\": [\"c43f8afc-67ea-417f-8c02-94b70430384c\", \"23c6a155-e390-4001-82ba-28993a71b1a0\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 17.308}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97953\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-01 09:33:03.000000+00:00\", \"2020-10-13 02:13:06.000000+00:00\", \"2019-09-28 22:54:56.000000+00:00\", \"2019-03-23 03:19:33.000000+00:00\", \"2021-11-26 11:35:38.000000+00:00\", \"2021-01-31 13:26:05.000000+00:00\", \"2023-06-09 12:54:27.000000+00:00\", \"2022-09-03 15:10:19.000000+00:00\", \"2022-07-20 02:36:57.000000+00:00\", \"2019-10-24 18:07:58.000000+00:00\"], \"session_ids\": [\"1a8a5aa5-7d83-4295-b5a2-b76544832af6\", \"7082d18d-15cf-473f-aafc-69b22917d225\", \"1c1f2bba-9574-458d-bbc7-b5cf92330077\", \"0cbf2c0d-b2f8-4dde-ba90-cfcff45b7526\", \"27b897f3-f547-402d-9035-c081bc887845\", \"47c8758b-487e-4922-844d-27f68bd882f5\", \"f15e8506-6557-485e-af01-a7a628d580c7\", \"2e6258bc-e38b-4853-907d-30a30b4279f9\", \"536d0e8d-302d-43f6-92ac-55eef356088d\", \"899cbd62-7243-4d47-b808-1328c9de17e4\"], \"total_duration\": 12465.0, \"total_sessions\": 10, \"mean_week_duration\": 56.659}}, {\"43457\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-05-31 22:18:54.000000+00:00\", \"2021-09-22 00:24:20.000000+00:00\", \"2021-10-26 16:58:11.000000+00:00\", \"2021-04-15 03:15:07.000000+00:00\", \"2019-05-26 08:44:36.000000+00:00\", \"2019-07-02 14:01:31.000000+00:00\", \"2021-10-10 20:44:45.000000+00:00\", \"2020-04-06 20:18:04.000000+00:00\", \"2019-06-05 06:26:57.000000+00:00\", \"2020-09-07 07:49:28.000000+00:00\", \"2022-12-17 04:12:12.000000+00:00\"], \"session_ids\": [\"10fcd9c2-1947-43d2-807d-88d533c36efd\", \"c44b5414-b0be-4723-b84c-ccb021ad0138\", \"3b7e7a31-b7bc-4d89-b6f3-8c700f47baa4\", \"521fc860-70c0-4e8e-8230-5a619f2d36cb\", \"5e039d60-6946-4a64-9565-eb4c2dec6117\", \"ae5d1a9a-5200-4085-9a97-715dea0023a3\", \"6fe3e127-37ac-4074-9689-b40b66befd92\", \"865ef912-c1a9-40b3-b84f-5077bf481f84\", \"fcfe9c8a-2641-44f5-b60f-6a102ede3ec7\", \"8078e2fb-afb2-4782-853e-c14f7932e1b6\", \"762b25e3-1947-445c-8c87-d6c0a3e7a682\"], \"total_duration\": 4419.0, \"total_sessions\": 11, \"mean_week_duration\": 21.043}}, {\"90344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-08-07 08:41:22.000000+00:00\", \"2020-06-19 06:31:52.000000+00:00\", \"2020-05-26 03:44:26.000000+00:00\"], \"session_ids\": [\"35190646-fa7f-4814-8694-3ffbd7abc4a1\", \"38a88cb6-3f72-4f10-aa63-da4635fe3518\", \"3a03a0ee-f576-49e6-a0b0-5f5efc759fea\"], \"total_duration\": 752.0, \"total_sessions\": 3, \"mean_week_duration\": 11.937}}, {\"65483\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-25 18:12:27.000000+00:00\", \"2019-07-27 16:44:41.000000+00:00\", \"2019-08-28 18:41:28.000000+00:00\", \"2020-10-11 17:16:24.000000+00:00\", \"2022-12-05 19:29:06.000000+00:00\", \"2021-04-22 20:56:26.000000+00:00\", \"2021-12-18 13:33:31.000000+00:00\", \"2023-05-16 14:11:35.000000+00:00\"], \"session_ids\": [\"39c93598-4b37-48be-a16e-39cb0787ad6f\", \"11f1eb63-5ffe-4906-b1bc-5e38c9ae7e0c\", \"d4e963e2-38d1-4278-be25-db54b0171385\", \"7db3b50d-5137-49c8-a5e0-fb5ea0bc6c7b\", \"faeb0ef2-bfc2-4def-9d31-b54ffb56e030\", \"b166c90a-ec0c-4521-b3cc-43a65978784e\", \"74ab13c6-edf0-4c04-b22c-46929c7237be\", \"a62c7103-1034-486a-bffe-e8c59a4f3186\"], \"total_duration\": 254.0, \"total_sessions\": 8, \"mean_week_duration\": 1.276}}, {\"64069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-09-25 14:34:02.000000+00:00\", \"2020-12-26 13:01:08.000000+00:00\"], \"session_ids\": [\"c43f8afc-67ea-417f-8c02-94b70430384c\", \"23c6a155-e390-4001-82ba-28993a71b1a0\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 17.308}}, {\"88582\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-11 16:26:14.000000+00:00\", \"2022-09-19 04:52:19.000000+00:00\", \"2022-03-23 13:48:31.000000+00:00\", \"2020-09-26 09:02:44.000000+00:00\", \"2019-01-03 20:38:02.000000+00:00\", \"2020-01-11 15:38:08.000000+00:00\"], \"session_ids\": [\"5e4fe024-bd31-4a14-a531-f5a597bad286\", \"70115a0d-eff7-4110-80ae-9423adc92703\", \"23304459-26cc-464e-aed4-9a277efc8041\", \"92b520aa-4425-45da-bce9-9345b0e0aa3e\", \"fa38d06a-ba4e-4b13-83d8-0e645bec6155\", \"82b5af8d-c624-4d79-8e5e-22536edfd702\"], \"total_duration\": 169.0, \"total_sessions\": 6, \"mean_week_duration\": 0.871}}, {\"92547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-02-28 08:08:36.000000+00:00\", \"2020-06-07 03:31:05.000000+00:00\"], \"session_ids\": [\"e888cedf-3d6f-462b-a386-cdc6e4de644e\", \"5fcde630-6acf-4aa2-81af-de1675ae96c6\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 2.448}}, {\"7232\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-21 21:49:23.000000+00:00\", \"2022-07-27 09:57:46.000000+00:00\"], \"session_ids\": [\"2c1aa094-59ff-40bc-beeb-149d2aba048b\", \"bb505a16-30b4-452f-a760-8db59880c3c2\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.047}}, {\"44288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-25 08:05:27.000000+00:00\", \"2022-10-30 01:04:22.000000+00:00\"], \"session_ids\": [\"a9f6fc17-a361-44e8-b16a-fe480ee26423\", \"5897dce1-a503-4515-8bbc-bb3c535abd2c\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.473}}, {\"46458\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-05-27 23:46:06.000000+00:00\", \"2022-06-13 04:42:43.000000+00:00\"], \"session_ids\": [\"beed8f3f-2840-4706-85d8-f9bc8cd64e53\", \"3c1b3b3b-0170-4697-be3b-ff3b0012f0ba\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.252}}]\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[{\"97953\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-01 09:33:03.000000+00:00\", \"2020-10-13 02:13:06.000000+00:00\", \"2019-09-28 22:54:56.000000+00:00\", \"2019-03-23 03:19:33.000000+00:00\", \"2021-11-26 11:35:38.000000+00:00\", \"2021-01-31 13:26:05.000000+00:00\", \"2023-06-09 12:54:27.000000+00:00\", \"2022-09-03 15:10:19.000000+00:00\", \"2022-07-20 02:36:57.000000+00:00\", \"2019-10-24 18:07:58.000000+00:00\"], \"session_ids\": [\"1a8a5aa5-7d83-4295-b5a2-b76544832af6\", \"7082d18d-15cf-473f-aafc-69b22917d225\", \"1c1f2bba-9574-458d-bbc7-b5cf92330077\", \"0cbf2c0d-b2f8-4dde-ba90-cfcff45b7526\", \"27b897f3-f547-402d-9035-c081bc887845\", \"47c8758b-487e-4922-844d-27f68bd882f5\", \"f15e8506-6557-485e-af01-a7a628d580c7\", \"2e6258bc-e38b-4853-907d-30a30b4279f9\", \"536d0e8d-302d-43f6-92ac-55eef356088d\", \"899cbd62-7243-4d47-b808-1328c9de17e4\"], \"total_duration\": 12465.0, \"total_sessions\": 10, \"mean_week_duration\": 56.659}}, {\"43457\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-05-31 22:18:54.000000+00:00\", \"2021-09-22 00:24:20.000000+00:00\", \"2021-10-26 16:58:11.000000+00:00\", \"2021-04-15 03:15:07.000000+00:00\", \"2019-05-26 08:44:36.000000+00:00\", \"2019-07-02 14:01:31.000000+00:00\", \"2021-10-10 20:44:45.000000+00:00\", \"2020-04-06 20:18:04.000000+00:00\", \"2019-06-05 06:26:57.000000+00:00\", \"2020-09-07 07:49:28.000000+00:00\", \"2022-12-17 04:12:12.000000+00:00\"], \"session_ids\": [\"10fcd9c2-1947-43d2-807d-88d533c36efd\", \"c44b5414-b0be-4723-b84c-ccb021ad0138\", \"3b7e7a31-b7bc-4d89-b6f3-8c700f47baa4\", \"521fc860-70c0-4e8e-8230-5a619f2d36cb\", \"5e039d60-6946-4a64-9565-eb4c2dec6117\", \"ae5d1a9a-5200-4085-9a97-715dea0023a3\", \"6fe3e127-37ac-4074-9689-b40b66befd92\", \"865ef912-c1a9-40b3-b84f-5077bf481f84\", \"fcfe9c8a-2641-44f5-b60f-6a102ede3ec7\", \"8078e2fb-afb2-4782-853e-c14f7932e1b6\", \"762b25e3-1947-445c-8c87-d6c0a3e7a682\"], \"total_duration\": 4419.0, \"total_sessions\": 11, \"mean_week_duration\": 21.043}}, {\"90344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-08-07 08:41:22.000000+00:00\", \"2020-06-19 06:31:52.000000+00:00\", \"2020-05-26 03:44:26.000000+00:00\"], \"session_ids\": [\"35190646-fa7f-4814-8694-3ffbd7abc4a1\", \"38a88cb6-3f72-4f10-aa63-da4635fe3518\", \"3a03a0ee-f576-49e6-a0b0-5f5efc759fea\"], \"total_duration\": 752.0, \"total_sessions\": 3, \"mean_week_duration\": 11.937}}]\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[{\"97953\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-01 09:33:03.000000+00:00\", \"2020-10-13 02:13:06.000000+00:00\", \"2019-09-28 22:54:56.000000+00:00\", \"2019-03-23 03:19:33.000000+00:00\", \"2021-11-26 11:35:38.000000+00:00\", \"2021-01-31 13:26:05.000000+00:00\", \"2023-06-09 12:54:27.000000+00:00\", \"2022-09-03 15:10:19.000000+00:00\", \"2022-07-20 02:36:57.000000+00:00\", \"2019-10-24 18:07:58.000000+00:00\"], \"session_ids\": [\"1a8a5aa5-7d83-4295-b5a2-b76544832af6\", \"7082d18d-15cf-473f-aafc-69b22917d225\", \"1c1f2bba-9574-458d-bbc7-b5cf92330077\", \"0cbf2c0d-b2f8-4dde-ba90-cfcff45b7526\", \"27b897f3-f547-402d-9035-c081bc887845\", \"47c8758b-487e-4922-844d-27f68bd882f5\", \"f15e8506-6557-485e-af01-a7a628d580c7\", \"2e6258bc-e38b-4853-907d-30a30b4279f9\", \"536d0e8d-302d-43f6-92ac-55eef356088d\", \"899cbd62-7243-4d47-b808-1328c9de17e4\"], \"total_duration\": 12465.0, \"total_sessions\": 10, \"mean_week_duration\": 56.659}}, {\"43457\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-05-31 22:18:54.000000+00:00\", \"2021-09-22 00:24:20.000000+00:00\", \"2021-10-26 16:58:11.000000+00:00\", \"2021-04-15 03:15:07.000000+00:00\", \"2019-05-26 08:44:36.000000+00:00\", \"2019-07-02 14:01:31.000000+00:00\", \"2021-10-10 20:44:45.000000+00:00\", \"2020-04-06 20:18:04.000000+00:00\", \"2019-06-05 06:26:57.000000+00:00\", \"2020-09-07 07:49:28.000000+00:00\", \"2022-12-17 04:12:12.000000+00:00\"], \"session_ids\": [\"10fcd9c2-1947-43d2-807d-88d533c36efd\", \"c44b5414-b0be-4723-b84c-ccb021ad0138\", \"3b7e7a31-b7bc-4d89-b6f3-8c700f47baa4\", \"521fc860-70c0-4e8e-8230-5a619f2d36cb\", \"5e039d60-6946-4a64-9565-eb4c2dec6117\", \"ae5d1a9a-5200-4085-9a97-715dea0023a3\", \"6fe3e127-37ac-4074-9689-b40b66befd92\", \"865ef912-c1a9-40b3-b84f-5077bf481f84\", \"fcfe9c8a-2641-44f5-b60f-6a102ede3ec7\", \"8078e2fb-afb2-4782-853e-c14f7932e1b6\", \"762b25e3-1947-445c-8c87-d6c0a3e7a682\"], \"total_duration\": 4419.0, \"total_sessions\": 11, \"mean_week_duration\": 21.043}}, {\"90344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-08-07 08:41:22.000000+00:00\", \"2020-06-19 06:31:52.000000+00:00\", \"2020-05-26 03:44:26.000000+00:00\"], \"session_ids\": [\"35190646-fa7f-4814-8694-3ffbd7abc4a1\", \"38a88cb6-3f72-4f10-aa63-da4635fe3518\", \"3a03a0ee-f576-49e6-a0b0-5f5efc759fea\"], \"total_duration\": 752.0, \"total_sessions\": 3, \"mean_week_duration\": 11.937}}]\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 user with a time spent on the site per week that is above 40 and below 6, exclusively in addition execute sorting by time in app from the largest to the smallest , keep only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-01-06 21:57:24.000000+00:00\", \"2021-04-03 23:54:18.000000+00:00\"], \"session_ids\": [\"50bcd89a-3f7c-43b9-8aee-a44e1a0e6cd3\", \"aae6e2ee-dcfd-4bee-ae42-40cd0847d759\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.137}, \"67891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-05-28 10:57:35.000000+00:00\", \"2021-02-19 13:18:08.000000+00:00\"], \"session_ids\": [\"a6da8dc0-b59f-445c-80d2-3c42c506b358\", \"192c4047-4472-4ca4-8261-a9981cf49c78\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 6.857}, \"14266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-15 07:10:04.000000+00:00\", \"2021-07-27 07:41:08.000000+00:00\", \"2021-06-10 04:19:14.000000+00:00\"], \"session_ids\": [\"57aed980-90bb-4235-a91e-c14b8eb7f9d6\", \"3acafd50-bdec-4fe7-9f83-9fa3fe32deba\", \"8f41966e-eb58-42d8-a950-6c40738397e3\"], \"total_duration\": 715.0, \"total_sessions\": 3, \"mean_week_duration\": 5.766}, \"32541\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-07-31 02:12:36.000000+00:00\", \"2022-06-13 20:20:40.000000+00:00\", \"2022-07-20 09:08:25.000000+00:00\"], \"session_ids\": [\"c34c98c3-9f02-45d2-a76f-08c56853525c\", \"3c3e8d20-b121-481d-8799-56ccd800a28d\", \"601f2322-39b2-4039-863e-b24c13e898a3\"], \"total_duration\": 375.0, \"total_sessions\": 3, \"mean_week_duration\": 3.641}, \"96933\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-23 06:57:48.000000+00:00\", \"2019-10-26 10:33:22.000000+00:00\"], \"session_ids\": [\"56aec758-e666-4f52-ab4c-8edc0645369b\", \"c2aa5bf2-d4b8-48b5-8ce1-2f152ba0f096\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.292}, \"8658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-08-11 05:15:13.000000+00:00\", \"2021-04-28 16:42:25.000000+00:00\", \"2020-10-20 16:42:51.000000+00:00\", \"2020-03-06 03:42:50.000000+00:00\", \"2020-04-04 20:12:15.000000+00:00\", \"2020-11-15 15:06:13.000000+00:00\", \"2022-08-27 15:43:50.000000+00:00\", \"2022-02-06 11:31:09.000000+00:00\", \"2022-01-29 09:47:30.000000+00:00\"], \"session_ids\": [\"443345d1-f159-4c54-ad4c-d88d4a484e5d\", \"d7661b8c-36b0-4b8b-93b7-fc98742e7b23\", \"7e083c96-d5c8-468d-8c72-babc8cadc0bc\", \"edd31bc4-22ad-41d8-91cd-819266d8e2a9\", \"38c2aecb-1589-4ada-becb-da3d9b706b92\", \"b2deae31-32df-461f-a01a-8f6ea0e6e789\", \"3c006b11-a908-4368-a6d3-db377f8549d9\", \"ecd67ffa-38c5-4a86-8bea-e19c85c8583c\", \"8da25d43-ee98-45d3-ab6c-cad5ab705709\"], \"total_duration\": 6505.0, \"total_sessions\": 9, \"mean_week_duration\": 50.038}, \"41238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-07 19:49:30.000000+00:00\", \"2021-01-31 08:07:17.000000+00:00\"], \"session_ids\": [\"6fcb8ecf-127a-40b0-a215-d5e2d340b8a8\", \"4e8c954e-b8cf-48e8-a9b6-4924d14828d3\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 5.667}, \"44947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-01-20 19:26:19.000000+00:00\", \"2019-08-14 07:56:14.000000+00:00\"], \"session_ids\": [\"7cf38d32-ad60-4cfa-a351-756a4e386b2f\", \"0866809a-afef-43a5-a0f5-d5b29cde6b25\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.067}, \"17317\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-08-06 02:01:35.000000+00:00\", \"2023-01-28 20:08:15.000000+00:00\", \"2019-01-14 20:22:10.000000+00:00\", \"2021-07-08 08:52:03.000000+00:00\", \"2019-02-07 12:37:11.000000+00:00\", \"2021-01-27 23:53:28.000000+00:00\", \"2019-08-16 18:08:11.000000+00:00\"], \"session_ids\": [\"e4084b6b-3d7e-434d-a98b-38cb8e45b55d\", \"ead6c919-096b-4d61-aa59-d719b5794107\", \"5d8c53a7-832c-404d-bce1-a9f9722d722c\", \"5c63c934-5a85-40c3-8f39-7bb64a69dfda\", \"32aac237-bbdf-4bb9-a8fe-faeebd56dcd3\", \"cdd51512-a572-406a-a31e-e0c513318d0c\", \"02e6ff4d-dcfd-46e3-b6a6-76711de1f587\"], \"total_duration\": 5133.0, \"total_sessions\": 7, \"mean_week_duration\": 24.327}, \"57266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-16 20:20:59.000000+00:00\", \"2019-02-12 08:43:44.000000+00:00\"], \"session_ids\": [\"37fd4c30-a107-45fd-80c3-d6e5a43081f5\", \"c50f0951-082b-4bb2-af07-651e00c5ae45\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 7.806}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 6 and are greater than 40"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[6, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-01-06 21:57:24.000000+00:00\", \"2021-04-03 23:54:18.000000+00:00\"], \"session_ids\": [\"50bcd89a-3f7c-43b9-8aee-a44e1a0e6cd3\", \"aae6e2ee-dcfd-4bee-ae42-40cd0847d759\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.137}, \"14266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-15 07:10:04.000000+00:00\", \"2021-07-27 07:41:08.000000+00:00\", \"2021-06-10 04:19:14.000000+00:00\"], \"session_ids\": [\"57aed980-90bb-4235-a91e-c14b8eb7f9d6\", \"3acafd50-bdec-4fe7-9f83-9fa3fe32deba\", \"8f41966e-eb58-42d8-a950-6c40738397e3\"], \"total_duration\": 715.0, \"total_sessions\": 3, \"mean_week_duration\": 5.766}, \"32541\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-07-31 02:12:36.000000+00:00\", \"2022-06-13 20:20:40.000000+00:00\", \"2022-07-20 09:08:25.000000+00:00\"], \"session_ids\": [\"c34c98c3-9f02-45d2-a76f-08c56853525c\", \"3c3e8d20-b121-481d-8799-56ccd800a28d\", \"601f2322-39b2-4039-863e-b24c13e898a3\"], \"total_duration\": 375.0, \"total_sessions\": 3, \"mean_week_duration\": 3.641}, \"96933\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-23 06:57:48.000000+00:00\", \"2019-10-26 10:33:22.000000+00:00\"], \"session_ids\": [\"56aec758-e666-4f52-ab4c-8edc0645369b\", \"c2aa5bf2-d4b8-48b5-8ce1-2f152ba0f096\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.292}, \"41238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-07 19:49:30.000000+00:00\", \"2021-01-31 08:07:17.000000+00:00\"], \"session_ids\": [\"6fcb8ecf-127a-40b0-a215-d5e2d340b8a8\", \"4e8c954e-b8cf-48e8-a9b6-4924d14828d3\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 5.667}, \"44947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-01-20 19:26:19.000000+00:00\", \"2019-08-14 07:56:14.000000+00:00\"], \"session_ids\": [\"7cf38d32-ad60-4cfa-a351-756a4e386b2f\", \"0866809a-afef-43a5-a0f5-d5b29cde6b25\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.067}, \"8658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-08-11 05:15:13.000000+00:00\", \"2021-04-28 16:42:25.000000+00:00\", \"2020-10-20 16:42:51.000000+00:00\", \"2020-03-06 03:42:50.000000+00:00\", \"2020-04-04 20:12:15.000000+00:00\", \"2020-11-15 15:06:13.000000+00:00\", \"2022-08-27 15:43:50.000000+00:00\", \"2022-02-06 11:31:09.000000+00:00\", \"2022-01-29 09:47:30.000000+00:00\"], \"session_ids\": [\"443345d1-f159-4c54-ad4c-d88d4a484e5d\", \"d7661b8c-36b0-4b8b-93b7-fc98742e7b23\", \"7e083c96-d5c8-468d-8c72-babc8cadc0bc\", \"edd31bc4-22ad-41d8-91cd-819266d8e2a9\", \"38c2aecb-1589-4ada-becb-da3d9b706b92\", \"b2deae31-32df-461f-a01a-8f6ea0e6e789\", \"3c006b11-a908-4368-a6d3-db377f8549d9\", \"ecd67ffa-38c5-4a86-8bea-e19c85c8583c\", \"8da25d43-ee98-45d3-ab6c-cad5ab705709\"], \"total_duration\": 6505.0, \"total_sessions\": 9, \"mean_week_duration\": 50.038}}\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[{\"8658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-08-11 05:15:13.000000+00:00\", \"2021-04-28 16:42:25.000000+00:00\", \"2020-10-20 16:42:51.000000+00:00\", \"2020-03-06 03:42:50.000000+00:00\", \"2020-04-04 20:12:15.000000+00:00\", \"2020-11-15 15:06:13.000000+00:00\", \"2022-08-27 15:43:50.000000+00:00\", \"2022-02-06 11:31:09.000000+00:00\", \"2022-01-29 09:47:30.000000+00:00\"], \"session_ids\": [\"443345d1-f159-4c54-ad4c-d88d4a484e5d\", \"d7661b8c-36b0-4b8b-93b7-fc98742e7b23\", \"7e083c96-d5c8-468d-8c72-babc8cadc0bc\", \"edd31bc4-22ad-41d8-91cd-819266d8e2a9\", \"38c2aecb-1589-4ada-becb-da3d9b706b92\", \"b2deae31-32df-461f-a01a-8f6ea0e6e789\", \"3c006b11-a908-4368-a6d3-db377f8549d9\", \"ecd67ffa-38c5-4a86-8bea-e19c85c8583c\", \"8da25d43-ee98-45d3-ab6c-cad5ab705709\"], \"total_duration\": 6505.0, \"total_sessions\": 9, \"mean_week_duration\": 50.038}}, {\"14266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-15 07:10:04.000000+00:00\", \"2021-07-27 07:41:08.000000+00:00\", \"2021-06-10 04:19:14.000000+00:00\"], \"session_ids\": [\"57aed980-90bb-4235-a91e-c14b8eb7f9d6\", \"3acafd50-bdec-4fe7-9f83-9fa3fe32deba\", \"8f41966e-eb58-42d8-a950-6c40738397e3\"], \"total_duration\": 715.0, \"total_sessions\": 3, \"mean_week_duration\": 5.766}}, {\"32541\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-07-31 02:12:36.000000+00:00\", \"2022-06-13 20:20:40.000000+00:00\", \"2022-07-20 09:08:25.000000+00:00\"], \"session_ids\": [\"c34c98c3-9f02-45d2-a76f-08c56853525c\", \"3c3e8d20-b121-481d-8799-56ccd800a28d\", \"601f2322-39b2-4039-863e-b24c13e898a3\"], \"total_duration\": 375.0, \"total_sessions\": 3, \"mean_week_duration\": 3.641}}, {\"41238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-07 19:49:30.000000+00:00\", \"2021-01-31 08:07:17.000000+00:00\"], \"session_ids\": [\"6fcb8ecf-127a-40b0-a215-d5e2d340b8a8\", \"4e8c954e-b8cf-48e8-a9b6-4924d14828d3\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 5.667}}, {\"96933\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-23 06:57:48.000000+00:00\", \"2019-10-26 10:33:22.000000+00:00\"], \"session_ids\": [\"56aec758-e666-4f52-ab4c-8edc0645369b\", \"c2aa5bf2-d4b8-48b5-8ce1-2f152ba0f096\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.292}}, {\"44947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-01-20 19:26:19.000000+00:00\", \"2019-08-14 07:56:14.000000+00:00\"], \"session_ids\": [\"7cf38d32-ad60-4cfa-a351-756a4e386b2f\", \"0866809a-afef-43a5-a0f5-d5b29cde6b25\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.067}}, {\"75624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-01-06 21:57:24.000000+00:00\", \"2021-04-03 23:54:18.000000+00:00\"], \"session_ids\": [\"50bcd89a-3f7c-43b9-8aee-a44e1a0e6cd3\", \"aae6e2ee-dcfd-4bee-ae42-40cd0847d759\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.137}}]\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[{\"8658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-08-11 05:15:13.000000+00:00\", \"2021-04-28 16:42:25.000000+00:00\", \"2020-10-20 16:42:51.000000+00:00\", \"2020-03-06 03:42:50.000000+00:00\", \"2020-04-04 20:12:15.000000+00:00\", \"2020-11-15 15:06:13.000000+00:00\", \"2022-08-27 15:43:50.000000+00:00\", \"2022-02-06 11:31:09.000000+00:00\", \"2022-01-29 09:47:30.000000+00:00\"], \"session_ids\": [\"443345d1-f159-4c54-ad4c-d88d4a484e5d\", \"d7661b8c-36b0-4b8b-93b7-fc98742e7b23\", \"7e083c96-d5c8-468d-8c72-babc8cadc0bc\", \"edd31bc4-22ad-41d8-91cd-819266d8e2a9\", \"38c2aecb-1589-4ada-becb-da3d9b706b92\", \"b2deae31-32df-461f-a01a-8f6ea0e6e789\", \"3c006b11-a908-4368-a6d3-db377f8549d9\", \"ecd67ffa-38c5-4a86-8bea-e19c85c8583c\", \"8da25d43-ee98-45d3-ab6c-cad5ab705709\"], \"total_duration\": 6505.0, \"total_sessions\": 9, \"mean_week_duration\": 50.038}}, {\"14266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-15 07:10:04.000000+00:00\", \"2021-07-27 07:41:08.000000+00:00\", \"2021-06-10 04:19:14.000000+00:00\"], \"session_ids\": [\"57aed980-90bb-4235-a91e-c14b8eb7f9d6\", \"3acafd50-bdec-4fe7-9f83-9fa3fe32deba\", \"8f41966e-eb58-42d8-a950-6c40738397e3\"], \"total_duration\": 715.0, \"total_sessions\": 3, \"mean_week_duration\": 5.766}}, {\"32541\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-07-31 02:12:36.000000+00:00\", \"2022-06-13 20:20:40.000000+00:00\", \"2022-07-20 09:08:25.000000+00:00\"], \"session_ids\": [\"c34c98c3-9f02-45d2-a76f-08c56853525c\", \"3c3e8d20-b121-481d-8799-56ccd800a28d\", \"601f2322-39b2-4039-863e-b24c13e898a3\"], \"total_duration\": 375.0, \"total_sessions\": 3, \"mean_week_duration\": 3.641}}]\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[{\"8658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-08-11 05:15:13.000000+00:00\", \"2021-04-28 16:42:25.000000+00:00\", \"2020-10-20 16:42:51.000000+00:00\", \"2020-03-06 03:42:50.000000+00:00\", \"2020-04-04 20:12:15.000000+00:00\", \"2020-11-15 15:06:13.000000+00:00\", \"2022-08-27 15:43:50.000000+00:00\", \"2022-02-06 11:31:09.000000+00:00\", \"2022-01-29 09:47:30.000000+00:00\"], \"session_ids\": [\"443345d1-f159-4c54-ad4c-d88d4a484e5d\", \"d7661b8c-36b0-4b8b-93b7-fc98742e7b23\", \"7e083c96-d5c8-468d-8c72-babc8cadc0bc\", \"edd31bc4-22ad-41d8-91cd-819266d8e2a9\", \"38c2aecb-1589-4ada-becb-da3d9b706b92\", \"b2deae31-32df-461f-a01a-8f6ea0e6e789\", \"3c006b11-a908-4368-a6d3-db377f8549d9\", \"ecd67ffa-38c5-4a86-8bea-e19c85c8583c\", \"8da25d43-ee98-45d3-ab6c-cad5ab705709\"], \"total_duration\": 6505.0, \"total_sessions\": 9, \"mean_week_duration\": 50.038}}, {\"14266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-15 07:10:04.000000+00:00\", \"2021-07-27 07:41:08.000000+00:00\", \"2021-06-10 04:19:14.000000+00:00\"], \"session_ids\": [\"57aed980-90bb-4235-a91e-c14b8eb7f9d6\", \"3acafd50-bdec-4fe7-9f83-9fa3fe32deba\", \"8f41966e-eb58-42d8-a950-6c40738397e3\"], \"total_duration\": 715.0, \"total_sessions\": 3, \"mean_week_duration\": 5.766}}, {\"32541\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-07-31 02:12:36.000000+00:00\", \"2022-06-13 20:20:40.000000+00:00\", \"2022-07-20 09:08:25.000000+00:00\"], \"session_ids\": [\"c34c98c3-9f02-45d2-a76f-08c56853525c\", \"3c3e8d20-b121-481d-8799-56ccd800a28d\", \"601f2322-39b2-4039-863e-b24c13e898a3\"], \"total_duration\": 375.0, \"total_sessions\": 3, \"mean_week_duration\": 3.641}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 7 users with a time using the app that is above 2064 and below 2711, exclusive both 2064 and 2711 , and perform sorting by duration of sessions per week ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89370\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-11 09:12:21.000000+00:00\", \"2022-08-14 14:04:47.000000+00:00\", \"2023-05-01 20:50:28.000000+00:00\", \"2020-05-11 20:47:59.000000+00:00\", \"2020-01-29 00:47:33.000000+00:00\", \"2019-02-25 09:47:32.000000+00:00\", \"2022-12-13 12:15:00.000000+00:00\"], \"session_ids\": [\"474c6f6a-6013-4abb-8efa-2faa420b751e\", \"f282379f-8486-490f-8f9a-9ef182c44868\", \"e3cf9e7d-3a7c-4a90-b19b-abb2c7e03e67\", \"b657376c-6df0-4f19-99b9-29f9e2fae0ba\", \"a9355a6f-f47e-4543-b62e-c13e52b55793\", \"27f2e8ef-afcc-44ce-87db-f2ff1ae2fc91\", \"deb6ca4c-a1b4-411a-9479-6c7b226e98b9\"], \"total_duration\": 120.0, \"total_sessions\": 7, \"mean_week_duration\": 0.55}, \"12233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-21 22:00:01.000000+00:00\", \"2021-05-20 00:21:51.000000+00:00\", \"2019-12-23 09:38:58.000000+00:00\", \"2019-03-15 17:21:43.000000+00:00\", \"2021-08-05 22:16:20.000000+00:00\"], \"session_ids\": [\"b9517d7b-c5c8-4494-aa0d-0bdd5c4b063d\", \"dcc68c3a-f812-4283-a3d4-889c54059d1b\", \"e8b127f5-2910-42df-9444-d2e3dfeb7990\", \"2ea7fb3f-a700-47dd-be73-b366649e0b15\", \"33fc2267-27c3-494f-be4e-fa77e81b5d43\"], \"total_duration\": 1960.0, \"total_sessions\": 5, \"mean_week_duration\": 15.68}, \"63500\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-30 22:34:23.000000+00:00\", \"2021-07-07 16:18:49.000000+00:00\"], \"session_ids\": [\"3ca80450-771a-4c0d-92e9-125b9464570b\", \"0d3212e5-9675-48d3-8041-ef14771a3f5f\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 5.448}, \"81930\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-12-02 06:47:57.000000+00:00\", \"2019-01-15 10:20:13.000000+00:00\", \"2019-08-17 15:11:45.000000+00:00\", \"2021-04-29 22:47:30.000000+00:00\", \"2021-11-12 22:42:03.000000+00:00\", \"2020-06-03 01:18:41.000000+00:00\", \"2021-02-02 12:30:07.000000+00:00\", \"2023-05-29 07:51:48.000000+00:00\", \"2019-06-01 01:36:10.000000+00:00\", \"2020-06-21 09:39:59.000000+00:00\"], \"session_ids\": [\"5f5ca21f-dfda-49e8-a184-a4ea07472f70\", \"530e3e8e-037a-4792-bff7-1fb0f94bef4d\", \"cdd35d19-c39d-461f-9abb-34762fa1dce4\", \"372a4132-e715-4840-b96f-15f1033a72fc\", \"2881e29e-ab89-46b8-9e9b-6b108a1a2d7d\", \"a20bee50-e4ed-4adc-b43a-8ffee37505a2\", \"f58a262a-1f3f-410e-ba16-fa8a224088a5\", \"b690235d-fc64-4859-b7da-9dd792c20d23\", \"c77ec85a-42b7-4e57-96dd-5842d6c678d1\", \"bf1be9ca-e380-4fc8-8fcc-bb11a3e517b5\"], \"total_duration\": 7676.0, \"total_sessions\": 10, \"mean_week_duration\": 33.667}, \"13077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-18 05:39:11.000000+00:00\", \"2022-07-05 15:29:47.000000+00:00\", \"2020-11-17 05:49:28.000000+00:00\", \"2022-08-13 17:57:49.000000+00:00\"], \"session_ids\": [\"71415256-9503-4291-96d5-a22d700f9d4d\", \"8d89be66-47a7-4894-9102-2a91d30cdc96\", \"761eb4b5-de1b-426f-a4d5-da68d40aa024\", \"61dd7e12-0c19-4769-84dc-196b82a471bf\"], \"total_duration\": 905.0, \"total_sessions\": 4, \"mean_week_duration\": 4.973}, \"95555\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-06-19 18:25:44.000000+00:00\", \"2019-02-10 05:45:44.000000+00:00\", \"2020-09-12 01:59:45.000000+00:00\"], \"session_ids\": [\"a3009fb1-eb50-427b-868b-79dadca050bd\", \"acbbff95-5a7f-4aa1-bb92-f871c9f92a54\", \"389a3f99-0d3a-473d-a703-c1bc31f148e5\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.373}, \"94421\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-10-23 22:07:28.000000+00:00\", \"2020-10-25 11:31:50.000000+00:00\"], \"session_ids\": [\"22be761b-cbce-4057-8d44-d7c106fecb46\", \"6e456bdc-63d7-4ce7-9042-8040213ff769\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.538}, \"57957\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-05-16 00:41:46.000000+00:00\", \"2020-11-01 13:42:35.000000+00:00\"], \"session_ids\": [\"30d4f92c-5651-4533-9876-f26014a09812\", \"a0f5a045-8c47-4394-a4c4-8846e9ef8e2d\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 8.964}, \"3962\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-05-25 07:54:16.000000+00:00\", \"2021-11-14 19:23:58.000000+00:00\"], \"session_ids\": [\"c23f71e8-3d06-4f4c-bfe0-4995d1fd1577\", \"757cc757-0af6-4744-8f47-7581fd425f9e\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 2.536}, \"10062\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-03 11:42:23.000000+00:00\", \"2023-01-27 07:13:16.000000+00:00\"], \"session_ids\": [\"83fcb87d-598f-4664-a644-8a570620ac87\", \"10adfaf2-5207-41d1-801f-459850e78148\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 5.4}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 2064 and are less than 2711"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[2064, 2711]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 7 users with a sum of duration of sessions per week that is higher than 10, inclusive num 10 , and apply sorting by average week duration ascendingly , and get rid of all records, except 3."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63929\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-22 02:29:27.000000+00:00\", \"2019-12-02 02:36:25.000000+00:00\"], \"session_ids\": [\"3fd0e4fd-04de-4499-80a9-289c5308a063\", \"1108f06b-e6cd-4e05-a371-a4c395075974\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 23.312}, \"12450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-20 09:28:57.000000+00:00\", \"2020-04-18 16:20:10.000000+00:00\"], \"session_ids\": [\"1613a3ed-7b17-437e-9f73-4d9129517e94\", \"0020ba2b-4f18-4ffb-9ff2-270009b0cd7b\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 84.6}, \"35008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-10-20 00:11:25.000000+00:00\", \"2021-02-11 15:44:54.000000+00:00\", \"2022-12-26 22:53:28.000000+00:00\", \"2020-08-09 06:24:07.000000+00:00\", \"2020-07-28 05:07:13.000000+00:00\", \"2019-10-12 20:55:11.000000+00:00\", \"2020-09-20 11:47:26.000000+00:00\", \"2023-06-10 19:18:57.000000+00:00\", \"2022-01-14 14:12:29.000000+00:00\", \"2019-05-28 22:35:48.000000+00:00\", \"2020-01-15 01:52:34.000000+00:00\"], \"session_ids\": [\"4e3cc812-1fc4-4846-99e2-865c649077cd\", \"b4813c60-e08f-4e2c-9f96-1218073c42dc\", \"ce361d00-57f9-482c-a5b7-c760853390fa\", \"d0a7033f-0669-43c2-bab7-04f2acd0014c\", \"f62e6af5-4c44-4fdc-bdd5-8bee1690b237\", \"fdfa95ba-8230-4c40-bf9b-d184e5a3f6c6\", \"51fa2741-9301-42c2-bce3-ac2250161de6\", \"9ec10d88-dd1d-432d-8405-d8bb16a6bef2\", \"bec4ec7a-bb0d-4f65-ad87-5fef71e1bcdd\", \"3405353c-554d-4bca-be21-238ca97d6ed6\", \"d93769fa-d15b-4c02-a7ed-67b5a85e10a2\"], \"total_duration\": 3512.0, \"total_sessions\": 11, \"mean_week_duration\": 16.645}, \"81806\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-10-18 22:09:55.000000+00:00\", \"2019-11-19 03:36:04.000000+00:00\", \"2021-07-15 04:08:11.000000+00:00\"], \"session_ids\": [\"6d56be3b-f5c9-41d9-bf81-a8c24501f8d1\", \"46d8efd3-7dcc-4b3e-884a-e1b938fae783\", \"3b074d50-1dd8-4cb8-86e5-b71be1aae0d6\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.25}, \"49852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-28 16:50:59.000000+00:00\", \"2022-11-04 20:03:13.000000+00:00\"], \"session_ids\": [\"fe2189b0-fcf9-44b4-bf8d-eca50ad9e12f\", \"be067e10-d823-4513-94e2-afa3ae4ed2d7\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 3.02}, \"81262\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-17 17:15:13.000000+00:00\", \"2019-10-18 21:13:57.000000+00:00\", \"2019-01-19 02:18:25.000000+00:00\"], \"session_ids\": [\"6fd4072b-1cfd-45f1-bb60-7217175f2447\", \"e14f5cd7-33df-4453-8d3b-5a9877d3d967\", \"9ddd40d4-d066-425f-8c0a-e54bfd696fc1\"], \"total_duration\": 570.0, \"total_sessions\": 3, \"mean_week_duration\": 5.044}, \"56124\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-13 21:56:07.000000+00:00\", \"2022-11-11 11:49:11.000000+00:00\"], \"session_ids\": [\"4f52a130-7120-4fea-9c94-ffa3d703bccc\", \"a48ae1f6-3699-4d46-aab2-38f783e255aa\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.731}, \"63347\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-05 12:04:54.000000+00:00\", \"2019-05-15 01:39:47.000000+00:00\"], \"session_ids\": [\"5a930dd4-fde0-4b4e-9f1f-62b9c96e238a\", \"88c3cad6-c102-4c23-9514-f43418654215\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.068}, \"61416\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-06 16:25:30.000000+00:00\", \"2021-09-29 13:11:19.000000+00:00\"], \"session_ids\": [\"ea4c8c33-4a9b-4299-9341-04c968ba04a4\", \"d47fd0f7-c085-4f65-8eb5-7c4b2b1d2d04\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 3.948}, \"44013\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-01-23 11:16:24.000000+00:00\", \"2019-11-27 20:03:01.000000+00:00\"], \"session_ids\": [\"bb818e12-ac73-4880-84be-23e398735704\", \"bf16bcab-be00-46df-a595-7ca6923bd433\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 6.375}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 43]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63929\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-22 02:29:27.000000+00:00\", \"2019-12-02 02:36:25.000000+00:00\"], \"session_ids\": [\"3fd0e4fd-04de-4499-80a9-289c5308a063\", \"1108f06b-e6cd-4e05-a371-a4c395075974\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 23.312}, \"12450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-20 09:28:57.000000+00:00\", \"2020-04-18 16:20:10.000000+00:00\"], \"session_ids\": [\"1613a3ed-7b17-437e-9f73-4d9129517e94\", \"0020ba2b-4f18-4ffb-9ff2-270009b0cd7b\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 84.6}, \"35008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-10-20 00:11:25.000000+00:00\", \"2021-02-11 15:44:54.000000+00:00\", \"2022-12-26 22:53:28.000000+00:00\", \"2020-08-09 06:24:07.000000+00:00\", \"2020-07-28 05:07:13.000000+00:00\", \"2019-10-12 20:55:11.000000+00:00\", \"2020-09-20 11:47:26.000000+00:00\", \"2023-06-10 19:18:57.000000+00:00\", \"2022-01-14 14:12:29.000000+00:00\", \"2019-05-28 22:35:48.000000+00:00\", \"2020-01-15 01:52:34.000000+00:00\"], \"session_ids\": [\"4e3cc812-1fc4-4846-99e2-865c649077cd\", \"b4813c60-e08f-4e2c-9f96-1218073c42dc\", \"ce361d00-57f9-482c-a5b7-c760853390fa\", \"d0a7033f-0669-43c2-bab7-04f2acd0014c\", \"f62e6af5-4c44-4fdc-bdd5-8bee1690b237\", \"fdfa95ba-8230-4c40-bf9b-d184e5a3f6c6\", \"51fa2741-9301-42c2-bce3-ac2250161de6\", \"9ec10d88-dd1d-432d-8405-d8bb16a6bef2\", \"bec4ec7a-bb0d-4f65-ad87-5fef71e1bcdd\", \"3405353c-554d-4bca-be21-238ca97d6ed6\", \"d93769fa-d15b-4c02-a7ed-67b5a85e10a2\"], \"total_duration\": 3512.0, \"total_sessions\": 11, \"mean_week_duration\": 16.645}}\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[{\"35008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-10-20 00:11:25.000000+00:00\", \"2021-02-11 15:44:54.000000+00:00\", \"2022-12-26 22:53:28.000000+00:00\", \"2020-08-09 06:24:07.000000+00:00\", \"2020-07-28 05:07:13.000000+00:00\", \"2019-10-12 20:55:11.000000+00:00\", \"2020-09-20 11:47:26.000000+00:00\", \"2023-06-10 19:18:57.000000+00:00\", \"2022-01-14 14:12:29.000000+00:00\", \"2019-05-28 22:35:48.000000+00:00\", \"2020-01-15 01:52:34.000000+00:00\"], \"session_ids\": [\"4e3cc812-1fc4-4846-99e2-865c649077cd\", \"b4813c60-e08f-4e2c-9f96-1218073c42dc\", \"ce361d00-57f9-482c-a5b7-c760853390fa\", \"d0a7033f-0669-43c2-bab7-04f2acd0014c\", \"f62e6af5-4c44-4fdc-bdd5-8bee1690b237\", \"fdfa95ba-8230-4c40-bf9b-d184e5a3f6c6\", \"51fa2741-9301-42c2-bce3-ac2250161de6\", \"9ec10d88-dd1d-432d-8405-d8bb16a6bef2\", \"bec4ec7a-bb0d-4f65-ad87-5fef71e1bcdd\", \"3405353c-554d-4bca-be21-238ca97d6ed6\", \"d93769fa-d15b-4c02-a7ed-67b5a85e10a2\"], \"total_duration\": 3512.0, \"total_sessions\": 11, \"mean_week_duration\": 16.645}}, {\"63929\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-22 02:29:27.000000+00:00\", \"2019-12-02 02:36:25.000000+00:00\"], \"session_ids\": [\"3fd0e4fd-04de-4499-80a9-289c5308a063\", \"1108f06b-e6cd-4e05-a371-a4c395075974\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 23.312}}, {\"12450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-20 09:28:57.000000+00:00\", \"2020-04-18 16:20:10.000000+00:00\"], \"session_ids\": [\"1613a3ed-7b17-437e-9f73-4d9129517e94\", \"0020ba2b-4f18-4ffb-9ff2-270009b0cd7b\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 84.6}}]\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[{\"35008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-10-20 00:11:25.000000+00:00\", \"2021-02-11 15:44:54.000000+00:00\", \"2022-12-26 22:53:28.000000+00:00\", \"2020-08-09 06:24:07.000000+00:00\", \"2020-07-28 05:07:13.000000+00:00\", \"2019-10-12 20:55:11.000000+00:00\", \"2020-09-20 11:47:26.000000+00:00\", \"2023-06-10 19:18:57.000000+00:00\", \"2022-01-14 14:12:29.000000+00:00\", \"2019-05-28 22:35:48.000000+00:00\", \"2020-01-15 01:52:34.000000+00:00\"], \"session_ids\": [\"4e3cc812-1fc4-4846-99e2-865c649077cd\", \"b4813c60-e08f-4e2c-9f96-1218073c42dc\", \"ce361d00-57f9-482c-a5b7-c760853390fa\", \"d0a7033f-0669-43c2-bab7-04f2acd0014c\", \"f62e6af5-4c44-4fdc-bdd5-8bee1690b237\", \"fdfa95ba-8230-4c40-bf9b-d184e5a3f6c6\", \"51fa2741-9301-42c2-bce3-ac2250161de6\", \"9ec10d88-dd1d-432d-8405-d8bb16a6bef2\", \"bec4ec7a-bb0d-4f65-ad87-5fef71e1bcdd\", \"3405353c-554d-4bca-be21-238ca97d6ed6\", \"d93769fa-d15b-4c02-a7ed-67b5a85e10a2\"], \"total_duration\": 3512.0, \"total_sessions\": 11, \"mean_week_duration\": 16.645}}, {\"63929\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-22 02:29:27.000000+00:00\", \"2019-12-02 02:36:25.000000+00:00\"], \"session_ids\": [\"3fd0e4fd-04de-4499-80a9-289c5308a063\", \"1108f06b-e6cd-4e05-a371-a4c395075974\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 23.312}}, {\"12450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-20 09:28:57.000000+00:00\", \"2020-04-18 16:20:10.000000+00:00\"], \"session_ids\": [\"1613a3ed-7b17-437e-9f73-4d9129517e94\", \"0020ba2b-4f18-4ffb-9ff2-270009b0cd7b\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 84.6}}]\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[{\"35008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-10-20 00:11:25.000000+00:00\", \"2021-02-11 15:44:54.000000+00:00\", \"2022-12-26 22:53:28.000000+00:00\", \"2020-08-09 06:24:07.000000+00:00\", \"2020-07-28 05:07:13.000000+00:00\", \"2019-10-12 20:55:11.000000+00:00\", \"2020-09-20 11:47:26.000000+00:00\", \"2023-06-10 19:18:57.000000+00:00\", \"2022-01-14 14:12:29.000000+00:00\", \"2019-05-28 22:35:48.000000+00:00\", \"2020-01-15 01:52:34.000000+00:00\"], \"session_ids\": [\"4e3cc812-1fc4-4846-99e2-865c649077cd\", \"b4813c60-e08f-4e2c-9f96-1218073c42dc\", \"ce361d00-57f9-482c-a5b7-c760853390fa\", \"d0a7033f-0669-43c2-bab7-04f2acd0014c\", \"f62e6af5-4c44-4fdc-bdd5-8bee1690b237\", \"fdfa95ba-8230-4c40-bf9b-d184e5a3f6c6\", \"51fa2741-9301-42c2-bce3-ac2250161de6\", \"9ec10d88-dd1d-432d-8405-d8bb16a6bef2\", \"bec4ec7a-bb0d-4f65-ad87-5fef71e1bcdd\", \"3405353c-554d-4bca-be21-238ca97d6ed6\", \"d93769fa-d15b-4c02-a7ed-67b5a85e10a2\"], \"total_duration\": 3512.0, \"total_sessions\": 11, \"mean_week_duration\": 16.645}}, {\"63929\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-22 02:29:27.000000+00:00\", \"2019-12-02 02:36:25.000000+00:00\"], \"session_ids\": [\"3fd0e4fd-04de-4499-80a9-289c5308a063\", \"1108f06b-e6cd-4e05-a371-a4c395075974\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 23.312}}, {\"12450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-20 09:28:57.000000+00:00\", \"2020-04-18 16:20:10.000000+00:00\"], \"session_ids\": [\"1613a3ed-7b17-437e-9f73-4d9129517e94\", \"0020ba2b-4f18-4ffb-9ff2-270009b0cd7b\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 84.6}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 5 users pieces of information whose duration of sessions per week is bigger than 3 inclusive , moreover perform sorting by duration of sessions per week 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{\"1371\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-17 11:22:26.000000+00:00\", \"2021-08-09 16:03:24.000000+00:00\"], \"session_ids\": [\"109a6bfa-70e3-4890-99d2-6b9f1f58bf16\", \"2cfb4f95-8124-4d0e-a71f-f894e3f02fbe\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 3.3}, \"80315\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-30 17:14:37.000000+00:00\", \"2019-10-09 03:24:30.000000+00:00\"], \"session_ids\": [\"01c3eb9a-fe90-4dc0-85b4-d69f8893a92b\", \"ce33ee2d-04d2-4773-a23d-c1ca0fb49304\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.185}, \"65444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-07 10:24:31.000000+00:00\", \"2020-08-15 10:30:20.000000+00:00\", \"2022-01-29 07:54:45.000000+00:00\", \"2021-12-11 04:02:45.000000+00:00\", \"2022-08-25 20:33:38.000000+00:00\", \"2023-02-20 19:56:18.000000+00:00\", \"2022-10-13 16:30:58.000000+00:00\", \"2020-05-03 17:54:24.000000+00:00\"], \"session_ids\": [\"a05ed867-7baf-4dc5-b06b-5031204aaaf0\", \"d9455cd6-0f18-4d7b-b8e2-566f18f8293f\", \"f2bfa7ce-72e8-4888-8283-468a73e8b66f\", \"9f5cdea8-6524-4296-8410-cc16c93c5e16\", \"41e2289d-4bcb-4fee-94e3-03802f26c6fd\", \"892ca483-2ef6-47d1-b449-efcc7e6e5ccb\", \"fc2ea7b4-10cc-428a-b6ae-0ea7c85154a8\", \"1ebbacbe-badd-40fa-b43a-e793704bbd50\"], \"total_duration\": 9423.0, \"total_sessions\": 8, \"mean_week_duration\": 63.242}, \"23815\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-13 21:46:32.000000+00:00\", \"2019-09-14 17:13:44.000000+00:00\"], \"session_ids\": [\"e44acb15-a261-4f73-952b-745130286104\", \"b925ad44-3ab2-461b-b62a-1b0138310288\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.615}, \"14728\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-10-18 05:34:35.000000+00:00\", \"2019-06-26 08:51:39.000000+00:00\"], \"session_ids\": [\"9591615b-bf2d-4a28-b76c-aae621be0cfe\", \"241d633a-ca17-417e-9d92-300f26836372\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 25.412}, \"12746\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-07 20:24:41.000000+00:00\", \"2020-08-25 14:18:48.000000+00:00\"], \"session_ids\": [\"99b6269d-7c2c-4f4d-adfb-8f76cc14ac20\", \"b19a8de3-fd5b-467f-a021-adcdbfd096de\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 1.895}, \"80307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-12 19:28:36.000000+00:00\", \"2023-04-12 20:33:25.000000+00:00\", \"2020-09-18 21:18:37.000000+00:00\", \"2020-12-05 06:02:27.000000+00:00\", \"2021-03-30 02:59:03.000000+00:00\"], \"session_ids\": [\"0a05b26b-9f2d-49e0-9d50-92397f59d508\", \"633f1d3e-dfa6-4b10-bc1f-c04148de13a3\", \"196492cf-9fed-4e00-8cf5-a3595306ae13\", \"cd28a472-b0a1-432e-b63b-1b70a9fce289\", \"1688b9da-3e35-42c7-82ec-a155d120789b\"], \"total_duration\": 3765.0, \"total_sessions\": 5, \"mean_week_duration\": 24.608}, \"90321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-03 17:30:50.000000+00:00\", \"2020-08-15 02:36:20.000000+00:00\", \"2021-07-03 15:47:59.000000+00:00\", \"2021-04-12 04:30:03.000000+00:00\", \"2020-03-28 03:04:07.000000+00:00\", \"2022-04-05 21:03:59.000000+00:00\", \"2019-11-02 05:44:02.000000+00:00\", \"2021-12-18 15:19:19.000000+00:00\", \"2020-04-12 01:21:06.000000+00:00\"], \"session_ids\": [\"e1e87900-07f4-43da-9bde-91cb4ee96b53\", \"89cb0dae-3f5b-4db5-8b74-9219098d5211\", \"5c632cd9-c11c-4cf3-aec6-f8f35040c978\", \"ff32cd63-c4d9-4807-82b3-bd71db2b9f86\", \"d4c7f53a-52ef-4789-829c-60756dcba3ef\", \"65bb800a-f1a7-49c3-b945-e46af49e49a4\", \"6e224865-075c-470a-90aa-fe607a73a52a\", \"3b76cc73-2c2e-4a6c-991a-6b016dce398f\", \"a6ad21d6-b58e-44f0-8bd0-61d240814c92\"], \"total_duration\": 23717.0, \"total_sessions\": 9, \"mean_week_duration\": 175.681}, \"93275\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-24 02:44:55.000000+00:00\", \"2021-06-29 00:19:30.000000+00:00\"], \"session_ids\": [\"8d741fc5-b5d2-4a44-b5a5-b75430321e48\", \"4a439bda-2e3b-4ba0-9438-99ef4df16ce4\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.372}, \"87067\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-28 19:07:55.000000+00:00\", \"2022-08-19 19:38:49.000000+00:00\"], \"session_ids\": [\"8fbb3262-21a3-405e-a3d9-c6afc6f4b8c8\", \"8d4c39b9-bcd4-4767-aa39-7d6096e29bc8\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 1.746}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 27]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1371\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-17 11:22:26.000000+00:00\", \"2021-08-09 16:03:24.000000+00:00\"], \"session_ids\": [\"109a6bfa-70e3-4890-99d2-6b9f1f58bf16\", \"2cfb4f95-8124-4d0e-a71f-f894e3f02fbe\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 3.3}, \"65444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-07 10:24:31.000000+00:00\", \"2020-08-15 10:30:20.000000+00:00\", \"2022-01-29 07:54:45.000000+00:00\", \"2021-12-11 04:02:45.000000+00:00\", \"2022-08-25 20:33:38.000000+00:00\", \"2023-02-20 19:56:18.000000+00:00\", \"2022-10-13 16:30:58.000000+00:00\", \"2020-05-03 17:54:24.000000+00:00\"], \"session_ids\": [\"a05ed867-7baf-4dc5-b06b-5031204aaaf0\", \"d9455cd6-0f18-4d7b-b8e2-566f18f8293f\", \"f2bfa7ce-72e8-4888-8283-468a73e8b66f\", \"9f5cdea8-6524-4296-8410-cc16c93c5e16\", \"41e2289d-4bcb-4fee-94e3-03802f26c6fd\", \"892ca483-2ef6-47d1-b449-efcc7e6e5ccb\", \"fc2ea7b4-10cc-428a-b6ae-0ea7c85154a8\", \"1ebbacbe-badd-40fa-b43a-e793704bbd50\"], \"total_duration\": 9423.0, \"total_sessions\": 8, \"mean_week_duration\": 63.242}, \"14728\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-10-18 05:34:35.000000+00:00\", \"2019-06-26 08:51:39.000000+00:00\"], \"session_ids\": [\"9591615b-bf2d-4a28-b76c-aae621be0cfe\", \"241d633a-ca17-417e-9d92-300f26836372\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 25.412}, \"80307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-12 19:28:36.000000+00:00\", \"2023-04-12 20:33:25.000000+00:00\", \"2020-09-18 21:18:37.000000+00:00\", \"2020-12-05 06:02:27.000000+00:00\", \"2021-03-30 02:59:03.000000+00:00\"], \"session_ids\": [\"0a05b26b-9f2d-49e0-9d50-92397f59d508\", \"633f1d3e-dfa6-4b10-bc1f-c04148de13a3\", \"196492cf-9fed-4e00-8cf5-a3595306ae13\", \"cd28a472-b0a1-432e-b63b-1b70a9fce289\", \"1688b9da-3e35-42c7-82ec-a155d120789b\"], \"total_duration\": 3765.0, \"total_sessions\": 5, \"mean_week_duration\": 24.608}, \"90321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-03 17:30:50.000000+00:00\", \"2020-08-15 02:36:20.000000+00:00\", \"2021-07-03 15:47:59.000000+00:00\", \"2021-04-12 04:30:03.000000+00:00\", \"2020-03-28 03:04:07.000000+00:00\", \"2022-04-05 21:03:59.000000+00:00\", \"2019-11-02 05:44:02.000000+00:00\", \"2021-12-18 15:19:19.000000+00:00\", \"2020-04-12 01:21:06.000000+00:00\"], \"session_ids\": [\"e1e87900-07f4-43da-9bde-91cb4ee96b53\", \"89cb0dae-3f5b-4db5-8b74-9219098d5211\", \"5c632cd9-c11c-4cf3-aec6-f8f35040c978\", \"ff32cd63-c4d9-4807-82b3-bd71db2b9f86\", \"d4c7f53a-52ef-4789-829c-60756dcba3ef\", \"65bb800a-f1a7-49c3-b945-e46af49e49a4\", \"6e224865-075c-470a-90aa-fe607a73a52a\", \"3b76cc73-2c2e-4a6c-991a-6b016dce398f\", \"a6ad21d6-b58e-44f0-8bd0-61d240814c92\"], \"total_duration\": 23717.0, \"total_sessions\": 9, \"mean_week_duration\": 175.681}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1371\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-17 11:22:26.000000+00:00\", \"2021-08-09 16:03:24.000000+00:00\"], \"session_ids\": [\"109a6bfa-70e3-4890-99d2-6b9f1f58bf16\", \"2cfb4f95-8124-4d0e-a71f-f894e3f02fbe\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 3.3}}, {\"80307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-12 19:28:36.000000+00:00\", \"2023-04-12 20:33:25.000000+00:00\", \"2020-09-18 21:18:37.000000+00:00\", \"2020-12-05 06:02:27.000000+00:00\", \"2021-03-30 02:59:03.000000+00:00\"], \"session_ids\": [\"0a05b26b-9f2d-49e0-9d50-92397f59d508\", \"633f1d3e-dfa6-4b10-bc1f-c04148de13a3\", \"196492cf-9fed-4e00-8cf5-a3595306ae13\", \"cd28a472-b0a1-432e-b63b-1b70a9fce289\", \"1688b9da-3e35-42c7-82ec-a155d120789b\"], \"total_duration\": 3765.0, \"total_sessions\": 5, \"mean_week_duration\": 24.608}}, {\"14728\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-10-18 05:34:35.000000+00:00\", \"2019-06-26 08:51:39.000000+00:00\"], \"session_ids\": [\"9591615b-bf2d-4a28-b76c-aae621be0cfe\", \"241d633a-ca17-417e-9d92-300f26836372\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 25.412}}, {\"65444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-07 10:24:31.000000+00:00\", \"2020-08-15 10:30:20.000000+00:00\", \"2022-01-29 07:54:45.000000+00:00\", \"2021-12-11 04:02:45.000000+00:00\", \"2022-08-25 20:33:38.000000+00:00\", \"2023-02-20 19:56:18.000000+00:00\", \"2022-10-13 16:30:58.000000+00:00\", \"2020-05-03 17:54:24.000000+00:00\"], \"session_ids\": [\"a05ed867-7baf-4dc5-b06b-5031204aaaf0\", \"d9455cd6-0f18-4d7b-b8e2-566f18f8293f\", \"f2bfa7ce-72e8-4888-8283-468a73e8b66f\", \"9f5cdea8-6524-4296-8410-cc16c93c5e16\", \"41e2289d-4bcb-4fee-94e3-03802f26c6fd\", \"892ca483-2ef6-47d1-b449-efcc7e6e5ccb\", \"fc2ea7b4-10cc-428a-b6ae-0ea7c85154a8\", \"1ebbacbe-badd-40fa-b43a-e793704bbd50\"], \"total_duration\": 9423.0, \"total_sessions\": 8, \"mean_week_duration\": 63.242}}, {\"90321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-03 17:30:50.000000+00:00\", \"2020-08-15 02:36:20.000000+00:00\", \"2021-07-03 15:47:59.000000+00:00\", \"2021-04-12 04:30:03.000000+00:00\", \"2020-03-28 03:04:07.000000+00:00\", \"2022-04-05 21:03:59.000000+00:00\", \"2019-11-02 05:44:02.000000+00:00\", \"2021-12-18 15:19:19.000000+00:00\", \"2020-04-12 01:21:06.000000+00:00\"], \"session_ids\": [\"e1e87900-07f4-43da-9bde-91cb4ee96b53\", \"89cb0dae-3f5b-4db5-8b74-9219098d5211\", \"5c632cd9-c11c-4cf3-aec6-f8f35040c978\", \"ff32cd63-c4d9-4807-82b3-bd71db2b9f86\", \"d4c7f53a-52ef-4789-829c-60756dcba3ef\", \"65bb800a-f1a7-49c3-b945-e46af49e49a4\", \"6e224865-075c-470a-90aa-fe607a73a52a\", \"3b76cc73-2c2e-4a6c-991a-6b016dce398f\", \"a6ad21d6-b58e-44f0-8bd0-61d240814c92\"], \"total_duration\": 23717.0, \"total_sessions\": 9, \"mean_week_duration\": 175.681}}]\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[{\"1371\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-17 11:22:26.000000+00:00\", \"2021-08-09 16:03:24.000000+00:00\"], \"session_ids\": [\"109a6bfa-70e3-4890-99d2-6b9f1f58bf16\", \"2cfb4f95-8124-4d0e-a71f-f894e3f02fbe\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 3.3}}, {\"80307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-12 19:28:36.000000+00:00\", \"2023-04-12 20:33:25.000000+00:00\", \"2020-09-18 21:18:37.000000+00:00\", \"2020-12-05 06:02:27.000000+00:00\", \"2021-03-30 02:59:03.000000+00:00\"], \"session_ids\": [\"0a05b26b-9f2d-49e0-9d50-92397f59d508\", \"633f1d3e-dfa6-4b10-bc1f-c04148de13a3\", \"196492cf-9fed-4e00-8cf5-a3595306ae13\", \"cd28a472-b0a1-432e-b63b-1b70a9fce289\", \"1688b9da-3e35-42c7-82ec-a155d120789b\"], \"total_duration\": 3765.0, \"total_sessions\": 5, \"mean_week_duration\": 24.608}}, {\"14728\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-10-18 05:34:35.000000+00:00\", \"2019-06-26 08:51:39.000000+00:00\"], \"session_ids\": [\"9591615b-bf2d-4a28-b76c-aae621be0cfe\", \"241d633a-ca17-417e-9d92-300f26836372\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 25.412}}, {\"65444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-07 10:24:31.000000+00:00\", \"2020-08-15 10:30:20.000000+00:00\", \"2022-01-29 07:54:45.000000+00:00\", \"2021-12-11 04:02:45.000000+00:00\", \"2022-08-25 20:33:38.000000+00:00\", \"2023-02-20 19:56:18.000000+00:00\", \"2022-10-13 16:30:58.000000+00:00\", \"2020-05-03 17:54:24.000000+00:00\"], \"session_ids\": [\"a05ed867-7baf-4dc5-b06b-5031204aaaf0\", \"d9455cd6-0f18-4d7b-b8e2-566f18f8293f\", \"f2bfa7ce-72e8-4888-8283-468a73e8b66f\", \"9f5cdea8-6524-4296-8410-cc16c93c5e16\", \"41e2289d-4bcb-4fee-94e3-03802f26c6fd\", \"892ca483-2ef6-47d1-b449-efcc7e6e5ccb\", \"fc2ea7b4-10cc-428a-b6ae-0ea7c85154a8\", \"1ebbacbe-badd-40fa-b43a-e793704bbd50\"], \"total_duration\": 9423.0, \"total_sessions\": 8, \"mean_week_duration\": 63.242}}, {\"90321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-03 17:30:50.000000+00:00\", \"2020-08-15 02:36:20.000000+00:00\", \"2021-07-03 15:47:59.000000+00:00\", \"2021-04-12 04:30:03.000000+00:00\", \"2020-03-28 03:04:07.000000+00:00\", \"2022-04-05 21:03:59.000000+00:00\", \"2019-11-02 05:44:02.000000+00:00\", \"2021-12-18 15:19:19.000000+00:00\", \"2020-04-12 01:21:06.000000+00:00\"], \"session_ids\": [\"e1e87900-07f4-43da-9bde-91cb4ee96b53\", \"89cb0dae-3f5b-4db5-8b74-9219098d5211\", \"5c632cd9-c11c-4cf3-aec6-f8f35040c978\", \"ff32cd63-c4d9-4807-82b3-bd71db2b9f86\", \"d4c7f53a-52ef-4789-829c-60756dcba3ef\", \"65bb800a-f1a7-49c3-b945-e46af49e49a4\", \"6e224865-075c-470a-90aa-fe607a73a52a\", \"3b76cc73-2c2e-4a6c-991a-6b016dce398f\", \"a6ad21d6-b58e-44f0-8bd0-61d240814c92\"], \"total_duration\": 23717.0, \"total_sessions\": 9, \"mean_week_duration\": 175.681}}]\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[{\"1371\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-17 11:22:26.000000+00:00\", \"2021-08-09 16:03:24.000000+00:00\"], \"session_ids\": [\"109a6bfa-70e3-4890-99d2-6b9f1f58bf16\", \"2cfb4f95-8124-4d0e-a71f-f894e3f02fbe\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 3.3}}, {\"80307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-12 19:28:36.000000+00:00\", \"2023-04-12 20:33:25.000000+00:00\", \"2020-09-18 21:18:37.000000+00:00\", \"2020-12-05 06:02:27.000000+00:00\", \"2021-03-30 02:59:03.000000+00:00\"], \"session_ids\": [\"0a05b26b-9f2d-49e0-9d50-92397f59d508\", \"633f1d3e-dfa6-4b10-bc1f-c04148de13a3\", \"196492cf-9fed-4e00-8cf5-a3595306ae13\", \"cd28a472-b0a1-432e-b63b-1b70a9fce289\", \"1688b9da-3e35-42c7-82ec-a155d120789b\"], \"total_duration\": 3765.0, \"total_sessions\": 5, \"mean_week_duration\": 24.608}}, {\"14728\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-10-18 05:34:35.000000+00:00\", \"2019-06-26 08:51:39.000000+00:00\"], \"session_ids\": [\"9591615b-bf2d-4a28-b76c-aae621be0cfe\", \"241d633a-ca17-417e-9d92-300f26836372\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 25.412}}, {\"65444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-07 10:24:31.000000+00:00\", \"2020-08-15 10:30:20.000000+00:00\", \"2022-01-29 07:54:45.000000+00:00\", \"2021-12-11 04:02:45.000000+00:00\", \"2022-08-25 20:33:38.000000+00:00\", \"2023-02-20 19:56:18.000000+00:00\", \"2022-10-13 16:30:58.000000+00:00\", \"2020-05-03 17:54:24.000000+00:00\"], \"session_ids\": [\"a05ed867-7baf-4dc5-b06b-5031204aaaf0\", \"d9455cd6-0f18-4d7b-b8e2-566f18f8293f\", \"f2bfa7ce-72e8-4888-8283-468a73e8b66f\", \"9f5cdea8-6524-4296-8410-cc16c93c5e16\", \"41e2289d-4bcb-4fee-94e3-03802f26c6fd\", \"892ca483-2ef6-47d1-b449-efcc7e6e5ccb\", \"fc2ea7b4-10cc-428a-b6ae-0ea7c85154a8\", \"1ebbacbe-badd-40fa-b43a-e793704bbd50\"], \"total_duration\": 9423.0, \"total_sessions\": 8, \"mean_week_duration\": 63.242}}, {\"90321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-03 17:30:50.000000+00:00\", \"2020-08-15 02:36:20.000000+00:00\", \"2021-07-03 15:47:59.000000+00:00\", \"2021-04-12 04:30:03.000000+00:00\", \"2020-03-28 03:04:07.000000+00:00\", \"2022-04-05 21:03:59.000000+00:00\", \"2019-11-02 05:44:02.000000+00:00\", \"2021-12-18 15:19:19.000000+00:00\", \"2020-04-12 01:21:06.000000+00:00\"], \"session_ids\": [\"e1e87900-07f4-43da-9bde-91cb4ee96b53\", \"89cb0dae-3f5b-4db5-8b74-9219098d5211\", \"5c632cd9-c11c-4cf3-aec6-f8f35040c978\", \"ff32cd63-c4d9-4807-82b3-bd71db2b9f86\", \"d4c7f53a-52ef-4789-829c-60756dcba3ef\", \"65bb800a-f1a7-49c3-b945-e46af49e49a4\", \"6e224865-075c-470a-90aa-fe607a73a52a\", \"3b76cc73-2c2e-4a6c-991a-6b016dce398f\", \"a6ad21d6-b58e-44f0-8bd0-61d240814c92\"], \"total_duration\": 23717.0, \"total_sessions\": 9, \"mean_week_duration\": 175.681}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about users who are users with highest total amount of duration , moreover perform sorting by quantity of sessions in desc plus save only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79378\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-03 00:30:07.000000+00:00\", \"2020-07-07 12:55:59.000000+00:00\", \"2022-10-05 16:46:41.000000+00:00\", \"2020-06-10 12:46:00.000000+00:00\", \"2021-07-25 17:05:37.000000+00:00\", \"2023-02-02 04:21:01.000000+00:00\", \"2023-02-16 22:30:48.000000+00:00\"], \"session_ids\": [\"092456b2-d237-44d7-94aa-99f578696810\", \"d8cf02ea-c0c9-4abe-b971-27ca802d5b41\", \"42a8a59c-e224-4123-91d9-f12138a22a9d\", \"52a0d484-62cd-4afa-8761-fad0ecb5a9b8\", \"5bd8f0f2-192b-4474-86d0-6d91812c7b3e\", \"d9a67d9f-b44e-4ab3-90f3-8303c8140c70\", \"736e3601-d7b7-4ee5-899a-d06264e896ab\"], \"total_duration\": 286.0, \"total_sessions\": 7, \"mean_week_duration\": 2.028}, \"27115\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-08-15 23:26:01.000000+00:00\", \"2020-07-23 19:50:00.000000+00:00\"], \"session_ids\": [\"3770b1c4-8526-441d-a947-c7d4bbf1abc4\", \"6f44e752-a699-4081-9932-dab7e5253121\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 1.667}, \"33828\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-11-16 04:41:40.000000+00:00\", \"2023-05-11 19:04:57.000000+00:00\", \"2021-01-30 20:27:42.000000+00:00\", \"2019-05-22 14:07:32.000000+00:00\", \"2020-01-22 01:47:03.000000+00:00\", \"2020-11-02 10:38:49.000000+00:00\"], \"session_ids\": [\"7ecf354f-f92e-4526-850d-eaa83b18df1a\", \"c07ccdf7-8ecd-474e-b89b-c0026528b6e0\", \"9a386c68-a687-4d72-be5c-78e3f7ea3867\", \"a6ebf002-2144-4ce9-957f-8cd5e642d6d2\", \"a02274d0-e117-43ba-8ba9-4654efc43e46\", \"846b77b7-374d-41e0-b4f3-eafb4ce2f2df\"], \"total_duration\": 237.0, \"total_sessions\": 6, \"mean_week_duration\": 1.139}, \"89328\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-05 18:53:34.000000+00:00\", \"2019-05-04 01:31:24.000000+00:00\", \"2019-07-07 06:30:20.000000+00:00\"], \"session_ids\": [\"56bfbeb7-61f5-40bc-aabe-f8ce4d5e16d0\", \"ec0dd8c4-4025-4ce4-8929-42de56641ca5\", \"76c5dfd4-4d17-4335-a71a-2a298123679a\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 6.521}, \"62400\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-28 05:00:44.000000+00:00\", \"2021-07-02 00:05:19.000000+00:00\"], \"session_ids\": [\"88ac1b9d-f0df-4a9a-b71e-d9ba157846e7\", \"6d7a8c75-c5ab-4656-bdb2-0bd17615585a\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}, \"8133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-09 12:20:42.000000+00:00\", \"2019-10-12 02:03:56.000000+00:00\", \"2020-11-10 13:24:30.000000+00:00\"], \"session_ids\": [\"667c6567-8afb-44dc-b23d-7b1d36dfb252\", \"8ce536f4-525a-43c3-a528-0e621d655a36\", \"a27d1e51-bedd-454d-8e29-2ca7c85e3317\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.239}, \"51741\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-13 12:16:03.000000+00:00\", \"2019-06-12 22:11:44.000000+00:00\", \"2019-02-21 05:35:14.000000+00:00\", \"2020-08-12 23:46:08.000000+00:00\"], \"session_ids\": [\"cf49d34a-b51e-449d-9227-aeaa53f4fe90\", \"9b0072a1-cebe-4e97-b5b9-ff255cb82ddd\", \"678d4f57-bda8-4c5f-a632-4289dd08a1d6\", \"7aa9c578-86c1-4437-8326-121443c4bc28\"], \"total_duration\": 1952.0, \"total_sessions\": 4, \"mean_week_duration\": 25.351}, \"81450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-11 06:54:28.000000+00:00\", \"2019-06-26 18:29:43.000000+00:00\", \"2021-10-20 18:59:00.000000+00:00\", \"2023-03-21 02:11:14.000000+00:00\", \"2021-01-26 10:32:51.000000+00:00\", \"2022-12-11 07:15:33.000000+00:00\", \"2019-12-23 03:54:50.000000+00:00\"], \"session_ids\": [\"92fd11f6-71a2-4b70-b72d-6c933166a170\", \"79a76ccf-ce08-4c1c-8397-1b5301119b24\", \"3cb55a66-9b22-4c9c-9ff3-cb0b13b07bff\", \"f241ec2a-ff4c-41e5-873f-c475576f538b\", \"20cdd273-43e4-4cd1-a650-45c8edb62932\", \"1288cd26-33f0-448f-9406-f39ff818e826\", \"2f0b0364-5e19-4aa5-a30b-de42237ff1bc\"], \"total_duration\": 5369.0, \"total_sessions\": 7, \"mean_week_duration\": 27.533}, \"33337\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-08-12 10:42:56.000000+00:00\", \"2022-10-07 04:46:08.000000+00:00\"], \"session_ids\": [\"ae9119ef-f577-4897-83d3-c6b6f93aa528\", \"97b75ba7-c244-448f-89ed-84c99257f26e\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}, \"75415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Cairo\", \"datetimes\": [\"2020-05-13 07:52:48.000000+00:00\", \"2020-05-13 09:52:17.000000+00:00\"], \"session_ids\": [\"c0fcf8c7-ffa7-4f39-982f-b1905f4970ca\", \"79a16280-6542-4e1d-adaa-edbb095a11ff\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 132.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-11 06:54:28.000000+00:00\", \"2019-06-26 18:29:43.000000+00:00\", \"2021-10-20 18:59:00.000000+00:00\", \"2023-03-21 02:11:14.000000+00:00\", \"2021-01-26 10:32:51.000000+00:00\", \"2022-12-11 07:15:33.000000+00:00\", \"2019-12-23 03:54:50.000000+00:00\"], \"session_ids\": [\"92fd11f6-71a2-4b70-b72d-6c933166a170\", \"79a76ccf-ce08-4c1c-8397-1b5301119b24\", \"3cb55a66-9b22-4c9c-9ff3-cb0b13b07bff\", \"f241ec2a-ff4c-41e5-873f-c475576f538b\", \"20cdd273-43e4-4cd1-a650-45c8edb62932\", \"1288cd26-33f0-448f-9406-f39ff818e826\", \"2f0b0364-5e19-4aa5-a30b-de42237ff1bc\"], \"total_duration\": 5369.0, \"total_sessions\": 7, \"mean_week_duration\": 27.533}}, {\"51741\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-13 12:16:03.000000+00:00\", \"2019-06-12 22:11:44.000000+00:00\", \"2019-02-21 05:35:14.000000+00:00\", \"2020-08-12 23:46:08.000000+00:00\"], \"session_ids\": [\"cf49d34a-b51e-449d-9227-aeaa53f4fe90\", \"9b0072a1-cebe-4e97-b5b9-ff255cb82ddd\", \"678d4f57-bda8-4c5f-a632-4289dd08a1d6\", \"7aa9c578-86c1-4437-8326-121443c4bc28\"], \"total_duration\": 1952.0, \"total_sessions\": 4, \"mean_week_duration\": 25.351}}, {\"89328\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-05 18:53:34.000000+00:00\", \"2019-05-04 01:31:24.000000+00:00\", \"2019-07-07 06:30:20.000000+00:00\"], \"session_ids\": [\"56bfbeb7-61f5-40bc-aabe-f8ce4d5e16d0\", \"ec0dd8c4-4025-4ce4-8929-42de56641ca5\", \"76c5dfd4-4d17-4335-a71a-2a298123679a\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 6.521}}]\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[{\"81450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-11 06:54:28.000000+00:00\", \"2019-06-26 18:29:43.000000+00:00\", \"2021-10-20 18:59:00.000000+00:00\", \"2023-03-21 02:11:14.000000+00:00\", \"2021-01-26 10:32:51.000000+00:00\", \"2022-12-11 07:15:33.000000+00:00\", \"2019-12-23 03:54:50.000000+00:00\"], \"session_ids\": [\"92fd11f6-71a2-4b70-b72d-6c933166a170\", \"79a76ccf-ce08-4c1c-8397-1b5301119b24\", \"3cb55a66-9b22-4c9c-9ff3-cb0b13b07bff\", \"f241ec2a-ff4c-41e5-873f-c475576f538b\", \"20cdd273-43e4-4cd1-a650-45c8edb62932\", \"1288cd26-33f0-448f-9406-f39ff818e826\", \"2f0b0364-5e19-4aa5-a30b-de42237ff1bc\"], \"total_duration\": 5369.0, \"total_sessions\": 7, \"mean_week_duration\": 27.533}}, {\"51741\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-13 12:16:03.000000+00:00\", \"2019-06-12 22:11:44.000000+00:00\", \"2019-02-21 05:35:14.000000+00:00\", \"2020-08-12 23:46:08.000000+00:00\"], \"session_ids\": [\"cf49d34a-b51e-449d-9227-aeaa53f4fe90\", \"9b0072a1-cebe-4e97-b5b9-ff255cb82ddd\", \"678d4f57-bda8-4c5f-a632-4289dd08a1d6\", \"7aa9c578-86c1-4437-8326-121443c4bc28\"], \"total_duration\": 1952.0, \"total_sessions\": 4, \"mean_week_duration\": 25.351}}, {\"89328\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-05 18:53:34.000000+00:00\", \"2019-05-04 01:31:24.000000+00:00\", \"2019-07-07 06:30:20.000000+00:00\"], \"session_ids\": [\"56bfbeb7-61f5-40bc-aabe-f8ce4d5e16d0\", \"ec0dd8c4-4025-4ce4-8929-42de56641ca5\", \"76c5dfd4-4d17-4335-a71a-2a298123679a\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 6.521}}]\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[{\"81450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-11 06:54:28.000000+00:00\", \"2019-06-26 18:29:43.000000+00:00\", \"2021-10-20 18:59:00.000000+00:00\", \"2023-03-21 02:11:14.000000+00:00\", \"2021-01-26 10:32:51.000000+00:00\", \"2022-12-11 07:15:33.000000+00:00\", \"2019-12-23 03:54:50.000000+00:00\"], \"session_ids\": [\"92fd11f6-71a2-4b70-b72d-6c933166a170\", \"79a76ccf-ce08-4c1c-8397-1b5301119b24\", \"3cb55a66-9b22-4c9c-9ff3-cb0b13b07bff\", \"f241ec2a-ff4c-41e5-873f-c475576f538b\", \"20cdd273-43e4-4cd1-a650-45c8edb62932\", \"1288cd26-33f0-448f-9406-f39ff818e826\", \"2f0b0364-5e19-4aa5-a30b-de42237ff1bc\"], \"total_duration\": 5369.0, \"total_sessions\": 7, \"mean_week_duration\": 27.533}}, {\"51741\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-13 12:16:03.000000+00:00\", \"2019-06-12 22:11:44.000000+00:00\", \"2019-02-21 05:35:14.000000+00:00\", \"2020-08-12 23:46:08.000000+00:00\"], \"session_ids\": [\"cf49d34a-b51e-449d-9227-aeaa53f4fe90\", \"9b0072a1-cebe-4e97-b5b9-ff255cb82ddd\", \"678d4f57-bda8-4c5f-a632-4289dd08a1d6\", \"7aa9c578-86c1-4437-8326-121443c4bc28\"], \"total_duration\": 1952.0, \"total_sessions\": 4, \"mean_week_duration\": 25.351}}, {\"89328\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-05 18:53:34.000000+00:00\", \"2019-05-04 01:31:24.000000+00:00\", \"2019-07-07 06:30:20.000000+00:00\"], \"session_ids\": [\"56bfbeb7-61f5-40bc-aabe-f8ce4d5e16d0\", \"ec0dd8c4-4025-4ce4-8929-42de56641ca5\", \"76c5dfd4-4d17-4335-a71a-2a298123679a\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 6.521}}]\n```\n"
}
] |
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