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@@ -1,8 +1,8 @@
 ---
-Title | Programing Python CodeAnalysis pylint
+Title | Programing Python Tools CodeAnalysis pylint
 -- | --
 Created @ | `2019-11-13T08:10:45Z`
-Last Modify @| `2022-12-22T06:34:57Z`
+Updated @| `2024-04-23T02:11:58Z`
 Labels | ``
 Edit @| [here](https://github.com/junxnone/xwiki/issues/92)
 
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+-----
+
+| Title     | Programing Python Tools CodeAnalysis pylint         |
+| --------- | --------------------------------------------------- |
+| Created @ | `2019-11-13T08:10:45Z`                              |
+| Updated @ | `2024-04-23T02:11:58Z`                              |
+| Labels    | \`\`                                                |
+| Edit @    | [here](https://github.com/junxnone/xwiki/issues/92) |
+
+-----
+
+## Reference
+
+  - [Github - PyCQA](https://github.com/PyCQA/pylint)
+  - [Docs](http://pylint.pycqa.org/en/latest/user_guide/run.html)
+  - [如何使用 Pylint 来规范 Python
+    代码风格](https://www.ibm.com/developerworks/cn/linux/l-cn-pylint/index.html)
+
+## Brief
+
+**Pylint 是一个 Python 代码分析工具，它分析 Python 代码中的错误，查找不符合代码风格标准和有潜在问题的代码。**
+
+**MESSAGE\_TYPE 有如下几种：**
+
+  - (C) 惯例。违反了编码风格标准
+  - (R) 重构。写得非常糟糕的代码。
+  - (W) 警告。某些 Python 特定的问题。
+  - (E) 错误。很可能是代码中的错误。
+  - (F) 致命错误。阻止 Pylint 进一步运行的错误。
+
+> 部分问题可以通过 `yapf` / `autopep8` 修复
+
+## Install
+
+    pip install pylint
+
+## UseCase
+
+### 检查单个文件
+
+    pylint  test.py
+
+### 多个文件
+
+``` 
+pylint -ry -j 4 *.py */*.py 
+```
+
+### 配置文件
+
+  - **生成配置文件**
+
+<!-- end list -->
+
+    pylint --generate-rcfile > pylint.conf
+
+  - **使用配置文件**
+
+<!-- end list -->
+
+    pylint --rcfile=pylint.conf test.py
+
+### 配置选项
+
+#### 解决 `c-extension` 导致的问题
+
+  - unsafe-load-any-extension= yes 可以解决掉cv2 的问题
+  - extension-pkg-whitelist
+  - `--ignored-modules` 忽略module 可以解决所有问题，但是不推荐
+
+<!-- end list -->
+
+    pylint  --ignored-modules=openvino.inference_engine,tensorflow,cv2 --errors-only -ry test.py
+
+#### 忽略某选项
+
+  - `disable`
+
+<!-- end list -->
+
+    disable=W0108
+
+> disable `unnecessary-lambda` option
+
+### 生成报告
+
+    pylint -ry --rcfile=pylint.conf test.py
+
+**Report**
+
+  - Statistics by type
+  - External dependencies
+  - Raw metrics
+  - Duplication
+  - Messages by category
+  - Messages
+
+<details>
+<summary>Report</summary>
+
+    Report
+    ======
+    113 statements analysed.
+    
+    Statistics by type
+    ------------------
+    
+    +---------+-------+-----------+-----------+------------+---------+
+    |type     |number |old number |difference |%documented |%badname |
+    +=========+=======+===========+===========+============+=========+
+    |module   |1      |NC         |NC         |0.00        |0.00     |
+    +---------+-------+-----------+-----------+------------+---------+
+    |class    |0      |NC         |NC         |0           |0        |
+    +---------+-------+-----------+-----------+------------+---------+
+    |method   |0      |NC         |NC         |0           |0        |
+    +---------+-------+-----------+-----------+------------+---------+
+    |function |1      |NC         |NC         |0.00        |0.00     |
+    +---------+-------+-----------+-----------+------------+---------+
+    
+    
+    
+    External dependencies
+    ---------------------
+    ::
+    
+        config (train)
+        cv2 (train)
+        matplotlib (train)
+          \-pyplot (train)
+        numpy (train)
+        pandas (train)
+        sklearn
+          \-metrics (train)
+          \-utils
+            \-multiclass (train)
+        utils
+          \-xxxx (train)
+          \-xxxx(train)
+          \-xxx(train)
+    Raw metrics
+    -----------
+    
+    +----------+-------+------+---------+-----------+
+    |type      |number |%     |previous |difference |
+    +==========+=======+======+=========+===========+
+    |code      |166    |84.69 |NC       |NC         |
+    +----------+-------+------+---------+-----------+
+    |docstring |0      |0.00  |NC       |NC         |
+    +----------+-------+------+---------+-----------+
+    |comment   |4      |2.04  |NC       |NC         |
+    +----------+-------+------+---------+-----------+
+    |empty     |26     |13.27 |NC       |NC         |
+    +----------+-------+------+---------+-----------+
+    
+    
+    
+    Duplication
+    -----------
+    
+    +-------------------------+------+---------+-----------+
+    |                         |now   |previous |difference |
+    +=========================+======+=========+===========+
+    |nb duplicated lines      |0     |NC       |NC         |
+    +-------------------------+------+---------+-----------+
+    |percent duplicated lines |0.000 |NC       |NC         |
+    +-------------------------+------+---------+-----------+
+    
+    
+    
+    Messages by category
+    --------------------
+    
+    +-----------+-------+---------+-----------+
+    |type       |number |previous |difference |
+    +===========+=======+=========+===========+
+    |convention |99     |NC       |NC         |
+    +-----------+-------+---------+-----------+
+    |refactor   |0      |NC       |NC         |
+    +-----------+-------+---------+-----------+
+    |warning    |12     |NC       |NC         |
+    +-----------+-------+---------+-----------+
+    |error      |13     |NC       |NC         |
+    +-----------+-------+---------+-----------+
+    
+    Messages
+    --------
+    
+    +---------------------------+------------+
+    |message id                 |occurrences |
+    +===========================+============+
+    |bad-continuation           |45          |
+    +---------------------------+------------+
+    |bad-whitespace             |33          |
+    +---------------------------+------------+
+    |import-error               |13          |
+    +---------------------------+------------+
+    |unused-import              |11          |
+    +---------------------------+------------+
+    |wrong-import-order         |8           |
+    +---------------------------+------------+
+    |wrong-import-position      |5           |
+    +---------------------------+------------+
+    |line-too-long              |4           |
+    +---------------------------+------------+
+    |trailing-whitespace        |2           |
+    +---------------------------+------------+
+    |pointless-string-statement |1           |
+    +---------------------------+------------+
+    |missing-module-docstring   |1           |
+    +---------------------------+------------+
+    |missing-function-docstring |1           |
+    +---------------------------+------------+
+    
+    
+    
+    
+    --------------------------------------------------------------------
+    Your code has been rated at -5.58/10 (previous run: -5.58/10, +0.00)
+
+</details>