mirror of
https://github.com/JasonYANG170/CodeGeeX4.git
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216 lines
6.7 KiB
Markdown
216 lines
6.7 KiB
Markdown
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**代码补全使用教程，上下文补全，跨文件补全，项目级别补全**
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本篇教程中，主要介绍了插件功能的模型的代码补全能力。代码补全能力包括上下文补全，跨文件补全和项目级文件补全。
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- 上下文补全：在同一个代码文件内，根据光标所在位置，上下文信息。
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- 跨文件补全：引入当前代码文件的依赖文件或者相关文件，增强代码补全的能力。
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- 项目级别补全：模型可以根据您的项目信息，以及您的需求，为您生成完整的新文件。
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您可以使用CodeGeeX4-ALL-9B-128k模型，通过设置不同的max_length控制对显存的需求。例如，您可以将max_length设置在16k或者32k以便将模型跑在消费级显卡上
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<a name="heading_0"></a>**代码补全使用教程**
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<a name="heading_1"></a>1. **上下文填空**
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1. 文件路径："###PATH:" + 文件相对路径或文件名
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2. 语言标签非常重要，必须要加上，语言列表见上方，格式一般是语言开头大写，有个别特殊；在不确定语言的情况下，冒号后面可以空着），所有语言标签都是以"###LANGUAGE:"开头，不作另外区分。
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3. 两个种模式："###MODE:"，LINE生成单行，BLOCK生成多行。默认BLOCK模式。
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4. 格式：
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```
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<|user|>
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###PATH:{path}
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###LANGUAGE:{code_language}
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###MODE:{LINE/BLOCK}
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<|code_suffix|>{code}<|code_prefix|>{code}<|code_middle|><|assistant|>\n
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```
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5. 示例如下:
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- 有path,code_language,mode,suffix,prefix全部信息的情况
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```
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<|user|>
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###PATH:src.py
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###LANGUAGE:Python
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###MODE:LINE/BLOCK
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<|code_suffix|> else:
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depth -= 1
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return max_depth
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return [parse_paren_group(x) for x in paren_string.split(' ') if x]
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<|code_prefix|>from typing import List
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def parse_nested_parens(paren_string: str) -> List[int]:
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""" Input to this function is a string represented multiple groups for nested parentheses separated by spaces.
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For each of the group, output the deepest level of nesting of parentheses.
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E.g. (()()) has maximum two levels of nesting while ((())) has three.
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>>> parse_nested_parens('(()()) ((())) () ((())()())')
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[2, 3, 1, 3]
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"""
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<|code_middle|><|assistant|>\n
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```
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- 没有语言、没有后缀的情况
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```
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<|user|>
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###PATH:src.py
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###LANGUAGE:
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###MODE:LINE/BLOCK
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<|code_suffix|><|code_prefix|>from typing import List
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def parse_nested_parens(paren_string: str) -> List[int]:
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""" Input to this function is a string represented multiple groups for nested parentheses separated by spaces.
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For each of the group, output the deepest level of nesting of parentheses.
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E.g. (()()) has maximum two levels of nesting while ((())) has three.
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>>> parse_nested_parens('(()()) ((())) () ((())()())')
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[2, 3, 1, 3]
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"""
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<|code_middle|><|assistant|>\n
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```
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<a name="heading_2"></a>2. **跨文件补全**
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1. 相关文件：格式示例如下
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```
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###REFERENCE:
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###PATH: 文件相对路径或文件名
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代码
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###REFERENCE:
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###PATH: 文件相对路径或文件名
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代码
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```
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2. 文件路径："###PATH:" + 文件相对路径或文件名
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3. 语言标签非常重要，必须要加上，语言列表见上方，格式一般是语言开头大写，有个别特殊；在不确定语言的情况下，冒号后面可以空着），所有语言标签都是以"###LANGUAGE:"开头，不作另外区分。
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4. 两个种模式："###MODE:"，LINE生成单行，BLOCK生成多行。默认BLOCK模式。
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5. 格式：
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```
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<|user|>
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###REFERENCE:
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###PATH:{path}
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{code}
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...
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...
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...
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###REFERENCE:
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###PATH:{path}
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{code}
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###PATH:{path}\n\n###LANGUAGE:{code_language}\n###MODE:{LINE/BLOCK}\n<|code_suffix|>{code}<|code_prefix|>{code}<|code_middle|><|assistant|>
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6. 示例如下:
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|Python
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<|user|>
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###PATH:./sort/quick_sort.py
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def quick_sort(arr):
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if len(arr) <= 1:
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return arr
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pivot = arr[len(arr) // 2]
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left = [x for x in arr if x < pivot]
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middle = [x for x in arr if x == pivot]
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right = [x for x in arr if x > pivot]
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return quick_sort(left) + middle + quick_sort(right)
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arr = [3,6,8,10,1,2,1]
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print(quick_sort(arr))
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###PATH:src.py
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###LANGUAGE:Python
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###MODE:LINE/BLOCK
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<|code_suffix|> else:
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depth -= 1
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return max_depth
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return [parse_paren_group(x) for x in paren_string.split(' ') if x]
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<|code_prefix|>from typing import List
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def parse_nested_parens(paren_string: str) -> List[int]:
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""" Input to this function is a string represented multiple groups for nested parentheses separated by spaces.
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For each of the group, output the deepest level of nesting of parentheses.
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E.g. (()()) has maximum two levels of nesting while ((())) has three.
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>>> parse_nested_parens('(()()) ((())) () ((())()())')
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[2, 3, 1, 3]
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"""
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<|code_middle|><|assistant|>\n
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```
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<a name="heading_3"></a>3. **项目级文件补全**
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1. 您可以使用项目级增删改的格式，完成在项目中补一个文件的任务
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2. 相关文件：格式示例如下
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```
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###REFERENCE:
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###PATH: 文件相对路径或文件名
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代码
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###REFERENCE:
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###PATH: 文件相对路径或文件名
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代码
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```
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3. 文件路径："###PATH:" + 文件相对路径或文件名
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4. 语言标签非常重要，必须要加上，语言列表见上方，格式一般是语言开头大写，有个别特殊；在不确定语言的情况下，冒号后面可以空着），所有语言标签都是以"###LANGUAGE:"开头，不作另外区分。
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5. 两个种模式："###MODE:"，LINE生成单行，BLOCK生成多行。默认BLOCK模式。
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6. 格式：
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```
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<|user|>
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###REFERENCE:
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###PATH:{path}
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{code}
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...
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...
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...
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###REFERENCE:
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###PATH:{path}
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{code}
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###PATH:{path}
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###LANGUAGE:{code_language}
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###MODE:{LINE/BLOCK}
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<|code_suffix|>{code}<|code_prefix|>{code}<|code_middle|><|assistant|>\n
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```
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7. 示例如下:
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```
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<|user|>
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###PATH:./sort/quick_sort.py
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def quick_sort(arr):
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if len(arr) <= 1:
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return arr
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pivot = arr[len(arr) // 2]
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left = [x for x in arr if x < pivot]
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middle = [x for x in arr if x == pivot]
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right = [x for x in arr if x > pivot]
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return quick_sort(left) + middle + quick_sort(right)
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arr = [3,6,8,10,1,2,1]
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print(quick_sort(arr))
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###PATH:src.py
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###LANGUAGE:Python
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###MODE:LINE/BLOCK
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<|code_suffix|> else:
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depth -= 1
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return max_depth
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return [parse_paren_group(x) for x in paren_string.split(' ') if x]
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<|code_prefix|>from typing import List
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def parse_nested_parens(paren_string: str) -> List[int]:
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""" Input to this function is a string represented multiple groups for nested parentheses separated by spaces.
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For each of the group, output the deepest level of nesting of parentheses.
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E.g. (()()) has maximum two levels of nesting while ((())) has three.
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>>> parse_nested_parens('(()()) ((())) () ((())()())')
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[2, 3, 1, 3]
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"""
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<|code_middle|><|assistant|>\n
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```
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