问题

Please create a valid join mapping between CSV Table A and CSV Table B. Each column in A maps to 0 or 1 columns in B. Return your response as a Python dictionary, formatted as {col_name_in_df_a : col_name_in_df_b}. Please return only the dictionary. \n CSV Table A: :@computed_region_dqjc_k29y,:@computed_region_jdnu_jmst,:@computed_region_5d9v_6bui,permitnum,worktype,applicationtype,location,:@computed_region_mfuy_bee2,:@computed_region_2fpw_swv9,:@computed_region_9p4x_9cjt\n12.0,68.0,26.0,BLD2023-07925,Residential,Building,{'latitude': '40.738,19.0,24.0,73.0\n12.0,72.0,26.0,BLD2023-05473,Commercial,Building,{'latitude': '40.738,19.0,21.0,472.0\n24.0,68.0,26.0,BLD2023-07876,Residential,Building,{'latitude': '40.735,19.0,24.0,360.0\n16.0,80.0,26.0,BLD2023-02640,Commercial,Building,{'latitude': '40.801,19.0,18.0,278.0\n1.0,72.0,26.0,BLD2023-08689,Commercial,Building,{'latitude': '40.735,19.0,21.0,364.0\n1.0,80.0,26.0,BLD2023-03353,Residential,Building,{'latitude': '40.780,19.0,18.0,12.0\n16.0,80.0,26.0,BLD2023-07162,Residential,Building,{'latitude': '40.785,19.0,18.0,352.0\n12.0,113.0,26.0,BLD2023-06120,Residential,Building,{'latitude': '40.748,19.0,20.0,361.0\n12.0,78.0,26.0,BLD2023-08556,Residential,Building,{'latitude': '40.788,19.0,19.0,366.0\n23.0,68.0,26.0,BLD2023-08383,Commercial,Building,{'latitude': '40.731,19.0,24.0,243.0\n \n CSV Table B: sXpNMhZkCLA,Jez514k++0Q,AVoxAgMZHug,SfVC0olx/OE,t8DtGa8xUVw,tKc+06TrJ9c,PMUacJBoTFo,+I7cBfMYFoQ\n26.0,6040452,355.0,24591000,0,12.0,{'latitude': '40.764,15.6466\n26.0,6038888,469.0,8334800,0,12.0,{'latitude': '40.781,15.6466\n26.0,5941356,122.0,9875400,0,12.0,{'latitude': '40.772,15.6466\n26.0,6040452,361.0,8338300,0,12.0,{'latitude': '40.747,15.6466\n26.0,5941356,239.0,8995500,0,1.0,{'latitude': '40.799,15.6466\n26.0,5510456,567.0,8564500,0,12.0,{'latitude': '40.755,15.6466\n26.0,6040452,474.0,8948500,0,24.0,{'latitude': '40.738,15.6466\n26.0,5510456,70.0,11859900,0,12.0,{'latitude': '40.774,15.6466\n26.0,6038888,367.0,16537400,0,1.0,{'latitude': '40.792,15.6466\n26.0,5026787,71.0,11010400,0,12.0,{'latitude': '40.752,15.6466\n26.0,6040452,582.0,7534000,0,16.0,{'latitude': '40.782,15.6466\n \n Output: \n

答案

模型 模型答案 正确答案
金声玉亮2.0 ```python
{
"permitnum": "SfVC0olx/OE",
"worktype": "t8DtGa8xUVw",
"applicationtype": "tKc+06TrJ9c",
"location": "PMUacJBoTFo"
}
```
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
deepseek-r1

{"@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo"}
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
gpto1 ```python
{
':@computed_region_dqjc_k29y': 'tKc+06TrJ9c',
':@computed_region_5d9v_6bui': 'sXpNMhZkCLA',
'location': 'PMUacJBoTFo'
}
```
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
gpt-4o-2024-08-06 ```python
{
":@computed_region_dqjc_k29y": "tKc+06TrJ9c",
":@computed_region_jdnu_jmst": None,
":@computed_region_5d9v_6bui": None,
"permitnum": None,
"worktype": None,
"applicationtype": None,
"location": None,
":@computed_region_mfuy_bee2": None,
":@computed_region_2fpw_swv9": None,
":@computed_region_9p4x_9cjt": None
}
```
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
DeepSeek-Coder-V2-Lite-Instruct ```python
{
"permitnum": "SfVC0olx/OE",
"worktype": "t8DtGa8xUVw",
"applicationtype": "tKc+06TrJ9c",
"location": "PMUacJBoTFo",
"+I7cBfMYFoQ": "permitnum"
}
```
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
Meta-Llama-3.1-405B-Instruct-Turbo {'@computed_region_dqjc_k29y': None, '@computed_region_jdnu_jmst': None, '@computed_region_5d9v_6bui': 'tKc+06TrJ9c', 'permitnum': None, 'worktype': None, 'applicationtype': None, 'location': '+I7cBfMYFoQ', '@computed_region_mfuy_bee2': None, '@computed_region_2fpw_swv9': None, '@computed_region_9p4x_9cjt': None} {":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
Meta-Llama-3.1-70B-Instruct-Turbo {'@computed_region_dqjc_k29y': 'Jez514k++0Q', '@computed_region_jdnu_jmst': 'SfVC0olx/OE', '@computed_region_5d9v_6bui': 't8DtGa8xUVw', 'permitnum': 'PMUacJBoTFo', 'worktype': None, 'applicationtype': None, 'location': 'tKc+06TrJ9c', '@computed_region_mfuy_bee2': None, '@computed_region_2fpw_swv9': None, '@computed_region_9p4x_9cjt': None} {":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
Qwen2-72B-Instruct {'@computed_region_dqjc_k29y': 'sXpNMhZkCLA', '@computed_region_jdnu_jmst': 'Jez514k++0Q', '@computed_region_5d9v_6bui': 'AVoxAgMZHug', 'permitnum': 'SfVC0olx/OE', 'worktype': 't8DtGa8xUVw', 'applicationtype': 'tKc+06TrJ9c', 'location': 'PMUacJBoTFo', '@computed_region_mfuy_bee2': '+I7cBfMYFoQ', '@computed_region_2fpw_swv9': None, '@computed_region_9p4x_9cjt': None}

However, it's important to note that the 'location' field in Table A does not directly match any single column in Table B. The 'latitude' information in the 'location' field of Table A is scattered across multiple records in Table B. Therefore, a direct one-to-one mapping for 'location' cannot be established based on the provided data. Similarly, the last two computed region fields in Table A do not have corresponding fields in Table B. Here is a revised mapping excluding these problematic fields:

{'@computed_region_dqjc_k29y': 'sXpNMhZkCLA', '@computed_region_jdnu_jmst': 'Jez514k++0Q', '@computed_region_5d9v_6bui': 'AVoxAgMZHug', 'permitnum': 'SfVC0olx/OE', 'worktype': 't8DtGa8xUVw', 'applicationtype': 'tKc+06TrJ9c', '@computed_region_mfuy_bee2': '+I7cBfMYFoQ'}
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
baichuan4 {
"@computed_region_dqjc_k29y": "sXpNMhZkCLA",
"@computed_region_jdnu_jmst": "Jez514k++0Q",
"@computed_region_5d9v_6bui": "AVoxAgMZHug",
"permitnum": "SfVC0olx/OE",
"worktype": "t8DtGa8xUVw",
"applicationtype": "tKc+06TrJ9c",
"location": "PMUacJBoTFo",
"@computed_region_mfuy_bee2": "+I7cBfMYFoQ"
}
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
doubao {':@computed_region_5d9v_6bui': 't8DtGa8xUVw'} {":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
gpto1 ```python
{
':@computed_region_dqjc_k29y': 'tKc+06TrJ9c',
':@computed_region_5d9v_6bui': 'sXpNMhZkCLA',
'location': 'PMUacJBoTFo'
}
```
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
kimi ```python
{":@computed_region_dqjc_k29y": "26.0", ":@computed_region_jdnu_jmst": "6040452", ":@computed_region_5d9v_6bui": "355.0", "permitnum": "", "worktype": "", "applicationtype": "", "location": "", ":@computed_region_mfuy_bee2": "", ":@computed_region_2fpw_swv9": "", ":@computed_region_9p4x_9cjt": ""}
```
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
minimax Based on the provided CSV tables, we need to identify the columns that can be used to join Table A with Table B. However, the data provided does not include clear identifiers or keys that can be used for a direct join. The columns in Table A labeled with `:@computed_region_...` and the columns in Table B labeled with seemingly random strings do not provide a clear indication of how they should be matched.

Given the lack of context and clear identifiers, I can only make assumptions about the join mapping. One possible assumption is that the latitude values in the curly braces in Table A could be used to match with the latitude values in Table B. However, this is a weak assumption because the latitude values are not consistent between the two tables and the curly braces suggest that they are part of a JSON-like structure rather than a simple string or number that can be matched.

If we were to ignore the JSON-like structure and just look at the latitude values, we could attempt to match them, but this would be an imprecise method and likely incorrect without further context.

Given the provided data and the lack of clear join keys, I cannot provide a valid join mapping. If there are specific columns or identifiers that should be used for joining these tables, please provide additional information or
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
wenxinyiyan ```python
{'@computed_region_dqjc_k29y': 'sXpNMhZkCLA', '@computed_region_jdnu_jmst': 'Jez514k++0Q', '@computed_region_5d9v_6bui': 'AVoxAgMZHug', 'permitnum': None, 'worktype': None, 'applicationtype': None, 'location': 'PMUacJBoTFo', '@computed_region_mfuy_bee2': 'SfVC0olx/OE', '@computed_region_2fpw_swv9': 't8DtGa8xUVw', '@computed_region_9p4x_9cjt': 'tKc+06TrJ9c'}
```
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
zhipu ```python
{
':@computed_region_dqjc_k29y': 'sXpNMhZkCLA',
':@computed_region_jdnu_jmst': 'Jez514k++0Q',
':@computed_region_5d9v_6bui': 'AVoxAgMZHug',
'permitnum': None,
'worktype': None,
'applicationtype': None,
'location': '+I7cBfMYFoQ',
':@computed_region_mfuy_bee2': 't8DtGa8xUVw',
':@computed_region_2fpw_swv9': 'tKc+06TrJ9c',
':@computed_region_9p4x_9cjt': 'PMUacJBoTFo'
}
```
{":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}
deepseek-v3 {'permitnum': 'SfVC0olx/OE', 'worktype': 't8DtGa8xUVw', 'applicationtype': 'tKc+06TrJ9c', 'location': 'PMUacJBoTFo', ':@computed_region_5d9v_6bui': 'sXpNMhZkCLA', ':@computed_region_2fpw_swv9': '+I7cBfMYFoQ'} {":@computed_region_dqjc_k29y": "tKc+06TrJ9c", ":@computed_region_5d9v_6bui": "sXpNMhZkCLA", "location": "PMUacJBoTFo", ":@computed_region_9p4x_9cjt": "AVoxAgMZHug"}