mirror of
https://github.com/JasonYANG170/CodeGeeX4.git
synced 2024-11-27 14:16:35 +00:00
216 lines
6.7 KiB
Markdown
216 lines
6.7 KiB
Markdown
|
|
|||
|
|
**代码补全使用教程，上下文补全，跨文件补全，项目级别补全**
|
|||
|
|
|
|||
|
|
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。
|
|||
|
|
|
|||
|
|
- 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。
|
|||
|
|
- 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。
|
|||
|
|
- 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。
|
|||
|
|
|
|||
|
|
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
|
|||
|
|
|
|||
|
|
<a name="heading_0"></a>**代码补全使用教程**
|
|||
|
|
|
|||
|
|
<a name="heading_1"></a>1. **上下文填空**
|
|||
|
|
|
|||
|
|
1. 文件路径："###PATH:" + 文件相对路径或文件名
|
|||
|
|
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。
|
|||
|
|
3. 两个种模式："###MODE:"，LINE生成单行，BLOCK生成多行。默认BLOCK模式。
|
|||
|
|
4. 格式：
|
|||
|
|
```
|
|||
|
|
<|user|>
|
|||
|
|
###PATH:{path}
|
|||
|
|
###LANGUAGE:{code_language}
|
|||
|
|
###MODE:{LINE/BLOCK}
|
|||
|
|
<|code_suffix|>{code}<|code_prefix|>{code}<|code_middle|><|assistant|>\n
|
|||
|
|
```
|
|||
|
|
5. 示例如下:
|
|||
|
|
- 有path,code_language,mode,suffix,prefix全部信息的情况
|
|||
|
|
|
|||
|
|
```
|
|||
|
|
<|user|>
|
|||
|
|
###PATH:src.py
|
|||
|
|
###LANGUAGE:Python
|
|||
|
|
###MODE:LINE/BLOCK
|
|||
|
|
<|code_suffix|> else:
|
|||
|
|
depth -= 1
|
|||
|
|
|
|||
|
|
return max_depth
|
|||
|
|
|
|||
|
|
return [parse_paren_group(x) for x in paren_string.split(' ') if x]
|
|||
|
|
<|code_prefix|>from typing import List
|
|||
|
|
|
|||
|
|
def parse_nested_parens(paren_string: str) -> List[int]:
|
|||
|
|
""" Input to this function is a string represented multiple groups for nested parentheses separated by spaces.
|
|||
|
|
For each of the group, output the deepest level of nesting of parentheses.
|
|||
|
|
E.g. (()()) has maximum two levels of nesting while ((())) has three.
|
|||
|
|
|
|||
|
|
>>> parse_nested_parens('(()()) ((())) () ((())()())')
|
|||
|
|
[2, 3, 1, 3]
|
|||
|
|
"""
|
|||
|
|
<|code_middle|><|assistant|>\n
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
- 没有语言、没有后缀的情况
|
|||
|
|
|
|||
|
|
```
|
|||
|
|
<|user|>
|
|||
|
|
###PATH:src.py
|
|||
|
|
###LANGUAGE:
|
|||
|
|
###MODE:LINE/BLOCK
|
|||
|
|
<|code_suffix|><|code_prefix|>from typing import List
|
|||
|
|
|
|||
|
|
def parse_nested_parens(paren_string: str) -> List[int]:
|
|||
|
|
""" Input to this function is a string represented multiple groups for nested parentheses separated by spaces.
|
|||
|
|
For each of the group, output the deepest level of nesting of parentheses.
|
|||
|
|
E.g. (()()) has maximum two levels of nesting while ((())) has three.
|
|||
|
|
|
|||
|
|
>>> parse_nested_parens('(()()) ((())) () ((())()())')
|
|||
|
|
[2, 3, 1, 3]
|
|||
|
|
"""
|
|||
|
|
<|code_middle|><|assistant|>\n
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
<a name="heading_2"></a>2. **跨文件补全**
|
|||
|
|
|
|||
|
|
1. 相关文件：格式示例如下
|
|||
|
|
|
|||
|
|
```
|
|||
|
|
###REFERENCE:
|
|||
|
|
###PATH: 文件相对路径或文件名
|
|||
|
|
代码
|
|||
|
|
###REFERENCE:
|
|||
|
|
###PATH: 文件相对路径或文件名
|
|||
|
|
代码
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
2. 文件路径："###PATH:" + 文件相对路径或文件名
|
|||
|
|
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。
|
|||
|
|
4. 两个种模式："###MODE:"，LINE生成单行，BLOCK生成多行。默认BLOCK模式。
|
|||
|
|
5. 格式：
|
|||
|
|
```
|
|||
|
|
<|user|>
|
|||
|
|
###REFERENCE:
|
|||
|
|
###PATH:{path}
|
|||
|
|
{code}
|
|||
|
|
...
|
|||
|
|
...
|
|||
|
|
...
|
|||
|
|
###REFERENCE:
|
|||
|
|
###PATH:{path}
|
|||
|
|
{code}
|
|||
|
|
###PATH:{path}\n\n###LANGUAGE:{code_language}\n###MODE:{LINE/BLOCK}\n<|code_suffix|>{code}<|code_prefix|>{code}<|code_middle|><|assistant|>
|
|||
|
|
6. 示例如下:
|
|||
|
|
|
|||
|
|
|Python
|
|||
|
|
<|user|>
|
|||
|
|
###PATH:./sort/quick_sort.py
|
|||
|
|
def quick_sort(arr):
|
|||
|
|
if len(arr) <= 1:
|
|||
|
|
return arr
|
|||
|
|
pivot = arr[len(arr) // 2]
|
|||
|
|
left = [x for x in arr if x < pivot]
|
|||
|
|
middle = [x for x in arr if x == pivot]
|
|||
|
|
right = [x for x in arr if x > pivot]
|
|||
|
|
return quick_sort(left) + middle + quick_sort(right)
|
|||
|
|
|
|||
|
|
arr = [3,6,8,10,1,2,1]
|
|||
|
|
print(quick_sort(arr))
|
|||
|
|
###PATH:src.py
|
|||
|
|
###LANGUAGE:Python
|
|||
|
|
###MODE:LINE/BLOCK
|
|||
|
|
<|code_suffix|> else:
|
|||
|
|
depth -= 1
|
|||
|
|
|
|||
|
|
return max_depth
|
|||
|
|
|
|||
|
|
return [parse_paren_group(x) for x in paren_string.split(' ') if x]
|
|||
|
|
<|code_prefix|>from typing import List
|
|||
|
|
|
|||
|
|
|
|||
|
|
def parse_nested_parens(paren_string: str) -> List[int]:
|
|||
|
|
""" Input to this function is a string represented multiple groups for nested parentheses separated by spaces.
|
|||
|
|
For each of the group, output the deepest level of nesting of parentheses.
|
|||
|
|
E.g. (()()) has maximum two levels of nesting while ((())) has three.
|
|||
|
|
|
|||
|
|
>>> parse_nested_parens('(()()) ((())) () ((())()())')
|
|||
|
|
[2, 3, 1, 3]
|
|||
|
|
"""
|
|||
|
|
<|code_middle|><|assistant|>\n
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
<a name="heading_3"></a>3. **项目级文件补全**
|
|||
|
|
|
|||
|
|
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
|
|||
|
|
2. 相关文件：格式示例如下
|
|||
|
|
|
|||
|
|
```
|
|||
|
|
###REFERENCE:
|
|||
|
|
###PATH: 文件相对路径或文件名
|
|||
|
|
代码
|
|||
|
|
###REFERENCE:
|
|||
|
|
###PATH: 文件相对路径或文件名
|
|||
|
|
代码
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
3. 文件路径："###PATH:" + 文件相对路径或文件名
|
|||
|
|
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。
|
|||
|
|
5. 两个种模式："###MODE:"，LINE生成单行，BLOCK生成多行。默认BLOCK模式。
|
|||
|
|
6. 格式：
|
|||
|
|
```
|
|||
|
|
<|user|>
|
|||
|
|
###REFERENCE:
|
|||
|
|
###PATH:{path}
|
|||
|
|
{code}
|
|||
|
|
...
|
|||
|
|
...
|
|||
|
|
...
|
|||
|
|
###REFERENCE:
|
|||
|
|
###PATH:{path}
|
|||
|
|
{code}
|
|||
|
|
###PATH:{path}
|
|||
|
|
###LANGUAGE:{code_language}
|
|||
|
|
###MODE:{LINE/BLOCK}
|
|||
|
|
<|code_suffix|>{code}<|code_prefix|>{code}<|code_middle|><|assistant|>\n
|
|||
|
|
```
|
|||
|
|
7. 示例如下:
|
|||
|
|
|
|||
|
|
```
|
|||
|
|
<|user|>
|
|||
|
|
###PATH:./sort/quick_sort.py
|
|||
|
|
def quick_sort(arr):
|
|||
|
|
if len(arr) <= 1:
|
|||
|
|
return arr
|
|||
|
|
pivot = arr[len(arr) // 2]
|
|||
|
|
left = [x for x in arr if x < pivot]
|
|||
|
|
middle = [x for x in arr if x == pivot]
|
|||
|
|
right = [x for x in arr if x > pivot]
|
|||
|
|
return quick_sort(left) + middle + quick_sort(right)
|
|||
|
|
|
|||
|
|
arr = [3,6,8,10,1,2,1]
|
|||
|
|
print(quick_sort(arr))
|
|||
|
|
###PATH:src.py
|
|||
|
|
###LANGUAGE:Python
|
|||
|
|
###MODE:LINE/BLOCK
|
|||
|
|
<|code_suffix|> else:
|
|||
|
|
depth -= 1
|
|||
|
|
|
|||
|
|
return max_depth
|
|||
|
|
|
|||
|
|
return [parse_paren_group(x) for x in paren_string.split(' ') if x]
|
|||
|
|
<|code_prefix|>from typing import List
|
|||
|
|
|
|||
|
|
|
|||
|
|
def parse_nested_parens(paren_string: str) -> List[int]:
|
|||
|
|
""" Input to this function is a string represented multiple groups for nested parentheses separated by spaces.
|
|||
|
|
For each of the group, output the deepest level of nesting of parentheses.
|
|||
|
|
E.g. (()()) has maximum two levels of nesting while ((())) has three.
|
|||
|
|
|
|||
|
|
>>> parse_nested_parens('(()()) ((())) () ((())()())')
|
|||
|
|
[2, 3, 1, 3]
|
|||
|
|
"""
|
|||
|
|
<|code_middle|><|assistant|>\n
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
|