<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>模組五：錯誤處理與測試 on Tarragon</title><link>https://tarrragon.github.io/blog/python/05-error-testing/</link><description>Recent content in 模組五：錯誤處理與測試 on Tarragon</description><generator>Hugo -- gohugo.io</generator><language>zh-TW</language><copyright>Tarragon (CC BY 4.0)</copyright><lastBuildDate>Tue, 20 Jan 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://tarrragon.github.io/blog/python/05-error-testing/index.xml" rel="self" type="application/rss+xml"/><item><title>5.1 異常處理策略</title><link>https://tarrragon.github.io/blog/python/05-error-testing/exception/</link><pubDate>Tue, 20 Jan 2026 00:00:00 +0000</pubDate><guid>https://tarrragon.github.io/blog/python/05-error-testing/exception/</guid><description>&lt;p>異常處理是撰寫穩健程式碼的關鍵。本章介紹 Python 的異常處理機制，以及 Hook 系統中採用的設計策略。&lt;/p>
&lt;h2 id="基本語法">基本語法&lt;/h2>
&lt;h3 id="try-except">try-except&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">risky_operation&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="k">except&lt;/span> &lt;span class="n">SomeException&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">e&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl"> &lt;span class="n">handle_error&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">e&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="完整結構">完整結構&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">risky_operation&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="k">except&lt;/span> &lt;span class="n">SpecificError&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">e&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 處理特定錯誤&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="n">handle_specific_error&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">e&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="k">except&lt;/span> &lt;span class="p">(&lt;/span>&lt;span class="ne">TypeError&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="ne">ValueError&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">e&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 處理多種錯誤&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="n">handle_type_error&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">e&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">&lt;span class="k">except&lt;/span> &lt;span class="ne">Exception&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">e&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 處理其他所有錯誤&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="n">handle_unknown_error&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">e&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl">&lt;span class="k">else&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 沒有錯誤時執行&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="n">process_result&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl">&lt;span class="k">finally&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 無論如何都執行&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="n">cleanup&lt;/span>&lt;span class="p">()&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="常見異常類型">常見異常類型&lt;/h2>
&lt;table>
 &lt;thead>
 &lt;tr>
 &lt;th>異常&lt;/th>
 &lt;th>發生時機&lt;/th>
 &lt;/tr>
 &lt;/thead>
 &lt;tbody>
 &lt;tr>
 &lt;td>&lt;code>FileNotFoundError&lt;/code>&lt;/td>
 &lt;td>檔案不存在&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>PermissionError&lt;/code>&lt;/td>
 &lt;td>權限不足&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>ValueError&lt;/code>&lt;/td>
 &lt;td>值不合法&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>TypeError&lt;/code>&lt;/td>
 &lt;td>型別不正確&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>KeyError&lt;/code>&lt;/td>
 &lt;td>字典鍵不存在&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>IndexError&lt;/code>&lt;/td>
 &lt;td>索引超出範圍&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>JSONDecodeError&lt;/code>&lt;/td>
 &lt;td>JSON 解析失敗&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>TimeoutError&lt;/code>&lt;/td>
 &lt;td>操作超時&lt;/td>
 &lt;/tr>
 &lt;/tbody>
&lt;/table>
&lt;h2 id="實際範例git-命令執行">實際範例：Git 命令執行&lt;/h2>
&lt;p>來自 &lt;code>.claude/lib/git_utils.py&lt;/code>：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">subprocess&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">typing&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">Optional&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">run_git_command&lt;/span>&lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="n">args&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">list&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">str&lt;/span>&lt;span class="p">],&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="n">cwd&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="n">Optional&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">str&lt;/span>&lt;span class="p">]&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="kc">None&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="n">timeout&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">int&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="mi">10&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">&lt;span class="s2"> 執行 git 命令並返回結果
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl">&lt;span class="s2">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl">&lt;span class="s2"> Returns:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl">&lt;span class="s2"> tuple[bool, str]: (是否成功, 輸出內容或錯誤訊息)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl">&lt;span class="s2"> &amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">subprocess&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">run&lt;/span>&lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="p">[&lt;/span>&lt;span class="s2">&amp;#34;git&amp;#34;&lt;/span>&lt;span class="p">]&lt;/span> &lt;span class="o">+&lt;/span> &lt;span class="n">args&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl"> &lt;span class="n">cwd&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="n">cwd&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl"> &lt;span class="n">capture_output&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl"> &lt;span class="n">text&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">21&lt;/span>&lt;span class="cl"> &lt;span class="n">timeout&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="n">timeout&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">22&lt;/span>&lt;span class="cl"> &lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">23&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="n">result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">returncode&lt;/span> &lt;span class="o">==&lt;/span> &lt;span class="mi">0&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">24&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stdout&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">strip&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">25&lt;/span>&lt;span class="cl"> &lt;span class="k">else&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">26&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stderr&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">strip&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">27&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">28&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="n">subprocess&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TimeoutExpired&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">29&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 命令超時&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">30&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Command timed out after &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">timeout&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">s&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">31&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">32&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="ne">FileNotFoundError&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">33&lt;/span>&lt;span class="cl"> &lt;span class="c1"># git 命令不存在&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">34&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;git command not found&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">35&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">36&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="ne">Exception&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">e&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">37&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 其他未預期的錯誤&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">38&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">e&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="設計分析">設計分析&lt;/h3>
&lt;p>這個函式展示了 Hook 系統的異常處理策略：&lt;/p>
&lt;ol>
&lt;li>&lt;strong>不拋出異常&lt;/strong>：返回 &lt;code>(bool, str)&lt;/code> 元組&lt;/li>
&lt;li>&lt;strong>捕獲特定異常&lt;/strong>：分別處理 &lt;code>TimeoutExpired&lt;/code> 和 &lt;code>FileNotFoundError&lt;/code>&lt;/li>
&lt;li>&lt;strong>兜底處理&lt;/strong>：&lt;code>except Exception&lt;/code> 捕獲其他錯誤&lt;/li>
&lt;li>&lt;strong>提供有意義的錯誤訊息&lt;/strong>：讓呼叫者知道發生了什麼&lt;/li>
&lt;/ol>
&lt;h2 id="hook-系統的異常哲學">Hook 系統的異常哲學&lt;/h2>
&lt;h3 id="為什麼不直接拋出異常">為什麼不直接拋出異常？&lt;/h3>
&lt;p>Hook 腳本需要穩定運行，即使遇到錯誤也要：&lt;/p>
&lt;ol>
&lt;li>給出有意義的反饋&lt;/li>
&lt;li>不中斷整個 Claude 工作流程&lt;/li>
&lt;li>讓主程式能夠決定如何處理&lt;/li>
&lt;/ol>
&lt;h3 id="bool-str-返回值模式">&lt;code>(bool, str)&lt;/code> 返回值模式&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 函式簽名&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">validate_something&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="s2"> Returns:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">&lt;span class="s2"> tuple[bool, str]: (成功與否, 訊息)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="s2"> &amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="k">pass&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">&lt;span class="c1"># 使用方式&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">&lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">message&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">validate_something&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl">&lt;span class="k">if&lt;/span> &lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="nb">print&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;成功: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">message&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl">&lt;span class="k">else&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="nb">print&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;失敗: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">message&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="實際應用">實際應用&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">read_hook_input&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">dict&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="s2"> 從 stdin 讀取 Hook 輸入
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="s2">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">&lt;span class="s2"> Returns:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="s2"> dict: 解析後的 JSON 資料，解析失敗時返回空字典
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="s2"> &amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">load&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">sys&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stdin&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">JSONDecodeError&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="p">{}&lt;/span> &lt;span class="c1"># 不拋出異常，返回安全的預設值&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="ne">Exception&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="p">{}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="異常處理策略">異常處理策略&lt;/h2>
&lt;h3 id="策略-1捕獲並轉換">策略 1：捕獲並轉換&lt;/h3>
&lt;p>將異常轉換為返回值：&lt;/p></description><content:encoded><![CDATA[<p>異常處理是撰寫穩健程式碼的關鍵。本章介紹 Python 的異常處理機制，以及 Hook 系統中採用的設計策略。</p>
<h2 id="基本語法">基本語法</h2>
<h3 id="try-except">try-except</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="n">result</span> <span class="o">=</span> <span class="n">risky_operation</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="k">except</span> <span class="n">SomeException</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="n">handle_error</span><span class="p">(</span><span class="n">e</span><span class="p">)</span></span></span></code></pre></div><h3 id="完整結構">完整結構</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="n">result</span> <span class="o">=</span> <span class="n">risky_operation</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="k">except</span> <span class="n">SpecificError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="c1"># 處理特定錯誤</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="n">handle_specific_error</span><span class="p">(</span><span class="n">e</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="k">except</span> <span class="p">(</span><span class="ne">TypeError</span><span class="p">,</span> <span class="ne">ValueError</span><span class="p">)</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="c1"># 處理多種錯誤</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="n">handle_type_error</span><span class="p">(</span><span class="n">e</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="c1"># 處理其他所有錯誤</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="n">handle_unknown_error</span><span class="p">(</span><span class="n">e</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl"><span class="k">else</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="c1"># 沒有錯誤時執行</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">    <span class="n">process_result</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl"><span class="k">finally</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">    <span class="c1"># 無論如何都執行</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">    <span class="n">cleanup</span><span class="p">()</span></span></span></code></pre></div><h2 id="常見異常類型">常見異常類型</h2>
<table>
  <thead>
      <tr>
          <th>異常</th>
          <th>發生時機</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td><code>FileNotFoundError</code></td>
          <td>檔案不存在</td>
      </tr>
      <tr>
          <td><code>PermissionError</code></td>
          <td>權限不足</td>
      </tr>
      <tr>
          <td><code>ValueError</code></td>
          <td>值不合法</td>
      </tr>
      <tr>
          <td><code>TypeError</code></td>
          <td>型別不正確</td>
      </tr>
      <tr>
          <td><code>KeyError</code></td>
          <td>字典鍵不存在</td>
      </tr>
      <tr>
          <td><code>IndexError</code></td>
          <td>索引超出範圍</td>
      </tr>
      <tr>
          <td><code>JSONDecodeError</code></td>
          <td>JSON 解析失敗</td>
      </tr>
      <tr>
          <td><code>TimeoutError</code></td>
          <td>操作超時</td>
      </tr>
  </tbody>
</table>
<h2 id="實際範例git-命令執行">實際範例：Git 命令執行</h2>
<p>來自 <code>.claude/lib/git_utils.py</code>：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">import</span> <span class="nn">subprocess</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Optional</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="k">def</span> <span class="nf">run_git_command</span><span class="p">(</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="n">args</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="n">cwd</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="n">timeout</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">10</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="s2">&#34;&#34;&#34;
</span></span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="s2">    執行 git 命令並返回結果
</span></span></span><span class="line"><span class="ln">11</span><span class="cl"><span class="s2">
</span></span></span><span class="line"><span class="ln">12</span><span class="cl"><span class="s2">    Returns:
</span></span></span><span class="line"><span class="ln">13</span><span class="cl"><span class="s2">        tuple[bool, str]: (是否成功, 輸出內容或錯誤訊息)
</span></span></span><span class="line"><span class="ln">14</span><span class="cl"><span class="s2">    &#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">run</span><span class="p">(</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">            <span class="p">[</span><span class="s2">&#34;git&#34;</span><span class="p">]</span> <span class="o">+</span> <span class="n">args</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">            <span class="n">cwd</span><span class="o">=</span><span class="n">cwd</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">            <span class="n">capture_output</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">20</span><span class="cl">            <span class="n">text</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">21</span><span class="cl">            <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span>
</span></span><span class="line"><span class="ln">22</span><span class="cl">        <span class="p">)</span>
</span></span><span class="line"><span class="ln">23</span><span class="cl">        <span class="k">if</span> <span class="n">result</span><span class="o">.</span><span class="n">returncode</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">24</span><span class="cl">            <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="n">result</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">25</span><span class="cl">        <span class="k">else</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">26</span><span class="cl">            <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="n">result</span><span class="o">.</span><span class="n">stderr</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">27</span><span class="cl">
</span></span><span class="line"><span class="ln">28</span><span class="cl">    <span class="k">except</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">TimeoutExpired</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">29</span><span class="cl">        <span class="c1"># 命令超時</span>
</span></span><span class="line"><span class="ln">30</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&#34;Command timed out after </span><span class="si">{</span><span class="n">timeout</span><span class="si">}</span><span class="s2">s&#34;</span>
</span></span><span class="line"><span class="ln">31</span><span class="cl">
</span></span><span class="line"><span class="ln">32</span><span class="cl">    <span class="k">except</span> <span class="ne">FileNotFoundError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">33</span><span class="cl">        <span class="c1"># git 命令不存在</span>
</span></span><span class="line"><span class="ln">34</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="s2">&#34;git command not found&#34;</span>
</span></span><span class="line"><span class="ln">35</span><span class="cl">
</span></span><span class="line"><span class="ln">36</span><span class="cl">    <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">37</span><span class="cl">        <span class="c1"># 其他未預期的錯誤</span>
</span></span><span class="line"><span class="ln">38</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="p">)</span></span></span></code></pre></div><h3 id="設計分析">設計分析</h3>
<p>這個函式展示了 Hook 系統的異常處理策略：</p>
<ol>
<li><strong>不拋出異常</strong>：返回 <code>(bool, str)</code> 元組</li>
<li><strong>捕獲特定異常</strong>：分別處理 <code>TimeoutExpired</code> 和 <code>FileNotFoundError</code></li>
<li><strong>兜底處理</strong>：<code>except Exception</code> 捕獲其他錯誤</li>
<li><strong>提供有意義的錯誤訊息</strong>：讓呼叫者知道發生了什麼</li>
</ol>
<h2 id="hook-系統的異常哲學">Hook 系統的異常哲學</h2>
<h3 id="為什麼不直接拋出異常">為什麼不直接拋出異常？</h3>
<p>Hook 腳本需要穩定運行，即使遇到錯誤也要：</p>
<ol>
<li>給出有意義的反饋</li>
<li>不中斷整個 Claude 工作流程</li>
<li>讓主程式能夠決定如何處理</li>
</ol>
<h3 id="bool-str-返回值模式"><code>(bool, str)</code> 返回值模式</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="c1"># 函式簽名</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="k">def</span> <span class="nf">validate_something</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="s2">&#34;&#34;&#34;
</span></span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="s2">    Returns:
</span></span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="s2">        tuple[bool, str]: (成功與否, 訊息)
</span></span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="s2">    &#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="k">pass</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">
</span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="c1"># 使用方式</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="n">success</span><span class="p">,</span> <span class="n">message</span> <span class="o">=</span> <span class="n">validate_something</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl"><span class="k">if</span> <span class="n">success</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;成功: </span><span class="si">{</span><span class="n">message</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl"><span class="k">else</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;失敗: </span><span class="si">{</span><span class="n">message</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span></span></span></code></pre></div><h3 id="實際應用">實際應用</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">read_hook_input</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;
</span></span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="s2">    從 stdin 讀取 Hook 輸入
</span></span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="s2">
</span></span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="s2">    Returns:
</span></span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="s2">        dict: 解析後的 JSON 資料，解析失敗時返回空字典
</span></span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="s2">    &#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">        <span class="k">return</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">sys</span><span class="o">.</span><span class="n">stdin</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="k">except</span> <span class="n">json</span><span class="o">.</span><span class="n">JSONDecodeError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">        <span class="k">return</span> <span class="p">{}</span>  <span class="c1"># 不拋出異常，返回安全的預設值</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="k">except</span> <span class="ne">Exception</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">        <span class="k">return</span> <span class="p">{}</span></span></span></code></pre></div><h2 id="異常處理策略">異常處理策略</h2>
<h3 id="策略-1捕獲並轉換">策略 1：捕獲並轉換</h3>
<p>將異常轉換為返回值：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">safe_divide</span><span class="p">(</span><span class="n">a</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span> <span class="n">b</span><span class="p">:</span> <span class="nb">float</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">float</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">        <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="n">a</span> <span class="o">/</span> <span class="n">b</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="k">except</span> <span class="ne">ZeroDivisionError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="mf">0.0</span></span></span></code></pre></div><h3 id="策略-2捕獲並記錄">策略 2：捕獲並記錄</h3>
<p>記錄後繼續執行：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">process_files</span><span class="p">(</span><span class="n">files</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="n">results</span> <span class="o">=</span> <span class="p">[]</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="k">for</span> <span class="n">file</span> <span class="ow">in</span> <span class="n">files</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">        <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">            <span class="n">result</span> <span class="o">=</span> <span class="n">process_file</span><span class="p">(</span><span class="n">file</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">            <span class="n">results</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">            <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Failed to process </span><span class="si">{</span><span class="n">file</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">            <span class="c1"># 繼續處理其他檔案</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="k">return</span> <span class="n">results</span></span></span></code></pre></div><h3 id="策略-3捕獲並重新拋出">策略 3：捕獲並重新拋出</h3>
<p>添加上下文後重新拋出：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">load_config</span><span class="p">(</span><span class="n">path</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">        <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">path</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">            <span class="k">return</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">    <span class="k">except</span> <span class="ne">FileNotFoundError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">        <span class="k">raise</span> <span class="ne">FileNotFoundError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Config file not found: </span><span class="si">{</span><span class="n">path</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl">    <span class="k">except</span> <span class="n">json</span><span class="o">.</span><span class="n">JSONDecodeError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl">        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Invalid JSON in </span><span class="si">{</span><span class="n">path</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span></span></span></code></pre></div><h3 id="策略-4使用預設值">策略 4：使用預設值</h3>
<p>提供安全的預設值：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">get_config_value</span><span class="p">(</span><span class="n">config</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span> <span class="n">key</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">default</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&#34;&#34;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">        <span class="k">return</span> <span class="n">config</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">        <span class="k">return</span> <span class="n">default</span></span></span></code></pre></div><h2 id="最佳實踐">最佳實踐</h2>
<h3 id="1-具體優於籠統">1. 具體優於籠統</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="c1"># 好：捕獲具體異常</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="n">data</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="k">except</span> <span class="n">json</span><span class="o">.</span><span class="n">JSONDecodeError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="n">data</span> <span class="o">=</span> <span class="p">{}</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="c1"># 不好：捕獲所有異常</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="n">data</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="k">except</span> <span class="ne">Exception</span><span class="p">:</span>  <span class="c1"># 可能隱藏其他問題</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="n">data</span> <span class="o">=</span> <span class="p">{}</span></span></span></code></pre></div><h3 id="2-保留原始異常資訊">2. 保留原始異常資訊</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="c1"># 好：保留原始異常</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="n">process</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="k">except</span> <span class="ne">ValueError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="k">raise</span> <span class="ne">RuntimeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Processing failed: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span> <span class="kn">from</span> <span class="nn">e</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="c1"># 不好：丟失原始資訊</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="n">process</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="k">raise</span> <span class="ne">RuntimeError</span><span class="p">(</span><span class="s2">&#34;Processing failed&#34;</span><span class="p">)</span></span></span></code></pre></div><h3 id="3-使用-finally-清理資源">3. 使用 finally 清理資源</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="n">f</span> <span class="o">=</span> <span class="kc">None</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="n">f</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="s2">&#34;file.txt&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="n">process</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="k">except</span> <span class="ne">IOError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="n">handle_error</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="k">finally</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="k">if</span> <span class="n">f</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">        <span class="n">f</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>  <span class="c1"># 確保關閉檔案</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">
</span></span><span class="line"><span class="ln">11</span><span class="cl"><span class="c1"># 更好：使用 with 語句</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl"><span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s2">&#34;file.txt&#34;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="n">process</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>  <span class="c1"># 自動關閉</span></span></span></code></pre></div><h3 id="4-不要靜默忽略異常">4. 不要靜默忽略異常</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="c1"># 不好：完全忽略錯誤</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="n">risky_operation</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="k">except</span> <span class="ne">Exception</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="k">pass</span>  <span class="c1"># 什麼都不做</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="c1"># 好：至少記錄一下</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="n">risky_operation</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="n">logger</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Operation failed (ignored): </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span></span></span></code></pre></div><h2 id="自訂異常">自訂異常</h2>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">class</span> <span class="nc">HookError</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;Hook 基礎異常&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="k">pass</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">
</span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="k">class</span> <span class="nc">ValidationError</span><span class="p">(</span><span class="n">HookError</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="s2">&#34;&#34;&#34;驗證錯誤&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="k">pass</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">
</span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="k">class</span> <span class="nc">ConfigurationError</span><span class="p">(</span><span class="n">HookError</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="s2">&#34;&#34;&#34;配置錯誤&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="k">pass</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">
</span></span><span class="line"><span class="ln">13</span><span class="cl"><span class="c1"># 使用</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl"><span class="k">def</span> <span class="nf">validate_hook</span><span class="p">(</span><span class="n">path</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">    <span class="k">if</span> <span class="ow">not</span> <span class="n">path</span><span class="o">.</span><span class="n">endswith</span><span class="p">(</span><span class="s2">&#34;.py&#34;</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="k">raise</span> <span class="n">ValidationError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Invalid hook file: </span><span class="si">{</span><span class="n">path</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span></span></span></code></pre></div><h2 id="思考題">思考題</h2>
<ol>
<li>為什麼 <code>run_git_command</code> 不直接拋出異常？</li>
<li>什麼情況下應該使用 <code>except Exception</code>？</li>
<li><code>from e</code> 在 <code>raise ... from e</code> 中的作用是什麼？</li>
</ol>
<h2 id="實作練習">實作練習</h2>
<ol>
<li>重構一個使用異常的函式，改為返回 <code>(bool, str)</code> 模式</li>
<li>實作一個函式，嘗試多種方式載入配置（JSON、YAML、預設值）</li>
<li>寫一個裝飾器，自動捕獲異常並轉換為返回值</li>
</ol>
<hr>
<p>下一章：<a href="/blog/python/05-error-testing/return-values/" data-link-title="5.2 返回值設計" data-link-desc="(bool, str) 模式的應用">返回值設計</a></p>
]]></content:encoded></item><item><title>5.2 返回值設計</title><link>https://tarrragon.github.io/blog/python/05-error-testing/return-values/</link><pubDate>Tue, 20 Jan 2026 00:00:00 +0000</pubDate><guid>https://tarrragon.github.io/blog/python/05-error-testing/return-values/</guid><description>&lt;p>Hook 系統採用 &lt;code>(bool, str)&lt;/code> 返回值模式，這是一種替代異常處理的設計策略。本章深入探討這個模式的設計理念和最佳實踐。&lt;/p>
&lt;h2 id="bool-str-模式">(bool, str) 模式&lt;/h2>
&lt;h3 id="基本形式">基本形式&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">validate_something&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="s2"> Returns:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="s2"> tuple[bool, str]:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">&lt;span class="s2"> - (True, &amp;#34;成功訊息&amp;#34;) - 操作成功
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="s2"> - (False, &amp;#34;錯誤訊息&amp;#34;) - 操作失敗
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="s2"> &amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="n">some_condition&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;驗證通過&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;驗證失敗：原因說明&amp;#34;&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="使用方式">使用方式&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">message&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">validate_something&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">&lt;span class="k">if&lt;/span> &lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl"> &lt;span class="nb">print&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;成功: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">message&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">&lt;span class="k">else&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl"> &lt;span class="nb">print&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;失敗: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">message&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 決定如何處理錯誤&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="實際範例git-命令">實際範例：Git 命令&lt;/h2>
&lt;p>來自 &lt;code>.claude/lib/git_utils.py&lt;/code>：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">run_git_command&lt;/span>&lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="n">args&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">list&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">str&lt;/span>&lt;span class="p">],&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl"> &lt;span class="n">cwd&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="n">Optional&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">str&lt;/span>&lt;span class="p">]&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="kc">None&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="n">timeout&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">int&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="mi">10&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="s2"> 執行 git 命令並返回結果
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">&lt;span class="s2">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">&lt;span class="s2"> Args:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">&lt;span class="s2"> args: git 命令參數列表
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl">&lt;span class="s2"> cwd: 執行目錄
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl">&lt;span class="s2"> timeout: 超時時間（秒）
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl">&lt;span class="s2">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl">&lt;span class="s2"> Returns:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl">&lt;span class="s2"> tuple[bool, str]: (是否成功, 輸出或錯誤訊息)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl">&lt;span class="s2"> &amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">subprocess&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">run&lt;/span>&lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl"> &lt;span class="p">[&lt;/span>&lt;span class="s2">&amp;#34;git&amp;#34;&lt;/span>&lt;span class="p">]&lt;/span> &lt;span class="o">+&lt;/span> &lt;span class="n">args&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl"> &lt;span class="n">cwd&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="n">cwd&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">21&lt;/span>&lt;span class="cl"> &lt;span class="n">capture_output&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">22&lt;/span>&lt;span class="cl"> &lt;span class="n">text&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">23&lt;/span>&lt;span class="cl"> &lt;span class="n">timeout&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="n">timeout&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">24&lt;/span>&lt;span class="cl"> &lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">25&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="n">result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">returncode&lt;/span> &lt;span class="o">==&lt;/span> &lt;span class="mi">0&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">26&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stdout&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">strip&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">27&lt;/span>&lt;span class="cl"> &lt;span class="k">else&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">28&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stderr&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">strip&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">29&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="n">subprocess&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TimeoutExpired&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">30&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Command timed out after &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">timeout&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">s&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">31&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="ne">FileNotFoundError&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">32&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;git command not found&amp;#34;&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="使用這個函式">使用這個函式&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">get_current_branch&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Optional&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;獲取當前分支名稱&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">output&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">run_git_command&lt;/span>&lt;span class="p">([&lt;/span>&lt;span class="s2">&amp;#34;branch&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;--show-current&amp;#34;&lt;/span>&lt;span class="p">])&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">output&lt;/span> &lt;span class="k">if&lt;/span> &lt;span class="n">success&lt;/span> &lt;span class="ow">and&lt;/span> &lt;span class="n">output&lt;/span> &lt;span class="k">else&lt;/span> &lt;span class="kc">None&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">get_project_root&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">7&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;獲取專案根目錄&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">8&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">output&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">run_git_command&lt;/span>&lt;span class="p">([&lt;/span>&lt;span class="s2">&amp;#34;rev-parse&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;--show-toplevel&amp;#34;&lt;/span>&lt;span class="p">])&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">9&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">output&lt;/span> &lt;span class="k">if&lt;/span> &lt;span class="n">success&lt;/span> &lt;span class="k">else&lt;/span> &lt;span class="n">os&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">getcwd&lt;/span>&lt;span class="p">()&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="為什麼選擇這個模式">為什麼選擇這個模式？&lt;/h2>
&lt;h3 id="優點">優點&lt;/h3>
&lt;h4 id="明確的錯誤處理">明確的錯誤處理&lt;/h4>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 呼叫者必須處理兩種情況&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">&lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">message&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">validate&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 必須處理錯誤&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl"> &lt;span class="k">pass&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h4 id="錯誤訊息保留">錯誤訊息保留&lt;/h4>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 錯誤訊息可以傳遞給使用者&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">&lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">error&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">run_command&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl"> &lt;span class="n">logger&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">error&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">error&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">create_error_response&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">error&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h4 id="不中斷執行流程">不中斷執行流程&lt;/h4>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 可以收集所有錯誤&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">&lt;span class="n">errors&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">[]&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="k">for&lt;/span> &lt;span class="n">file&lt;/span> &lt;span class="ow">in&lt;/span> &lt;span class="n">files&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">message&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">process&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">file&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl"> &lt;span class="n">errors&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">append&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">message&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="與異常的比較">與異常的比較&lt;/h3>
&lt;table>
 &lt;thead>
 &lt;tr>
 &lt;th>特性&lt;/th>
 &lt;th>(bool, str)&lt;/th>
 &lt;th>異常&lt;/th>
 &lt;/tr>
 &lt;/thead>
 &lt;tbody>
 &lt;tr>
 &lt;td>強制處理&lt;/td>
 &lt;td>是（需要解包）&lt;/td>
 &lt;td>否（可能被忽略）&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>控制流程&lt;/td>
 &lt;td>不中斷&lt;/td>
 &lt;td>中斷&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>效能&lt;/td>
 &lt;td>較好&lt;/td>
 &lt;td>較差（stack trace）&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>適合場景&lt;/td>
 &lt;td>預期的錯誤&lt;/td>
 &lt;td>非預期的錯誤&lt;/td>
 &lt;/tr>
 &lt;/tbody>
&lt;/table>
&lt;h2 id="設計變體">設計變體&lt;/h2>
&lt;h3 id="bool-t---通用型別">(bool, T) - 通用型別&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">typing&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">TypeVar&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">Tuple&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="n">T&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">TypeVar&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;T&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">parse_json&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">text&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">dict&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">7&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">loads&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">text&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">8&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">JSONDecodeError&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">e&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">9&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="p">{&lt;/span>&lt;span class="s2">&amp;#34;error&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">e&lt;/span>&lt;span class="p">)}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="t--none---成功返回值失敗返回-none">(T | None) - 成功返回值，失敗返回 None&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">find_config&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">name&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Optional&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">dict&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;找不到時返回 None&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl"> &lt;span class="n">path&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">get_config_path&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">name&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="n">path&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">exists&lt;/span>&lt;span class="p">():&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">None&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">load_config&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">path&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="result-類別進階">Result 類別（進階）&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">dataclasses&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">dataclass&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">typing&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">Generic&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">TypeVar&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="n">T&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">TypeVar&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;T&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="nd">@dataclass&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">Result&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">Generic&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="n">T&lt;/span>&lt;span class="p">]):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">bool&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="n">value&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="n">Optional&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="n">T&lt;/span>&lt;span class="p">]&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="kc">None&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="n">error&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="n">Optional&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">str&lt;/span>&lt;span class="p">]&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="kc">None&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="nd">@classmethod&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">ok&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">cls&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">value&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="n">T&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="s2">&amp;#34;Result[T]&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="bp">cls&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">success&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">value&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="n">value&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="nd">@classmethod&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">fail&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">cls&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">error&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="s2">&amp;#34;Result[T]&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="bp">cls&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">success&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">error&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="n">error&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl">&lt;span class="c1"># 使用&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">21&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">divide&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">a&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">int&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">b&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">int&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Result&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">float&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">22&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="n">b&lt;/span> &lt;span class="o">==&lt;/span> &lt;span class="mi">0&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">23&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">Result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">fail&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;Division by zero&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">24&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">Result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">ok&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">a&lt;/span> &lt;span class="o">/&lt;/span> &lt;span class="n">b&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">25&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">26&lt;/span>&lt;span class="cl">&lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">divide&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">10&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">2&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">27&lt;/span>&lt;span class="cl">&lt;span class="k">if&lt;/span> &lt;span class="n">result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">28&lt;/span>&lt;span class="cl"> &lt;span class="nb">print&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">value&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="c1"># 5.0&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">29&lt;/span>&lt;span class="cl">&lt;span class="k">else&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">30&lt;/span>&lt;span class="cl"> &lt;span class="nb">print&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">error&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="實際應用模式">實際應用模式&lt;/h2>
&lt;h3 id="鏈式操作">鏈式操作&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">process_pipeline&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">data&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 第一步&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">step_one&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">data&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Step 1 failed: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 第二步&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">step_two&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Step 2 failed: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 第三步&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">step_three&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Step 3 failed: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">result&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="收集多個錯誤">收集多個錯誤&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">validate_all&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">items&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">list&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">str&lt;/span>&lt;span class="p">])&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">list&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">str&lt;/span>&lt;span class="p">]]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="n">errors&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">[]&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl"> &lt;span class="k">for&lt;/span> &lt;span class="n">item&lt;/span> &lt;span class="ow">in&lt;/span> &lt;span class="n">items&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">message&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">validate_item&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">item&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="n">success&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="n">errors&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">append&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">message&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="n">errors&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">errors&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="p">[]&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="帶上下文的錯誤">帶上下文的錯誤&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">run_with_context&lt;/span>&lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="n">command&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">str&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;執行命令並提供上下文&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">execute&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">command&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">result&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="ne">Exception&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">e&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="n">context&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Command: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">command&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="se">\n&lt;/span>&lt;span class="s2">Error: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">e&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">context&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="hook-系統的應用">Hook 系統的應用&lt;/h2>
&lt;h3 id="hook-輸入讀取">Hook 輸入讀取&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">read_hook_input&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">dict&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="s2"> 從 stdin 讀取輸入
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">&lt;span class="s2"> 失敗時返回空字典（而非拋出異常）
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">&lt;span class="s2"> &amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">7&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">load&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">sys&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stdin&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">8&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">JSONDecodeError&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">9&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="p">{}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="分支驗證">分支驗證&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">validate_branch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">branch&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;驗證分支是否可以編輯&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="n">is_protected_branch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">branch&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Cannot edit protected branch: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">branch&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="n">is_allowed_branch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">branch&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Branch not in allowed list: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">branch&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">7&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Branch &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">branch&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2"> is valid&amp;#34;&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="最佳實踐">最佳實踐&lt;/h2>
&lt;h3 id="1-訊息要有意義">1. 訊息要有意義&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 好：提供具體資訊&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">&lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Config file not found: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">path&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">&lt;span class="c1"># 不好：模糊的訊息&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">&lt;span class="k">return&lt;/span> &lt;span class="kc">False&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;Error&amp;#34;&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="2-保持一致性">2. 保持一致性&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 好：整個模組使用相同模式&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">func_a&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span> &lt;span class="o">...&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">func_b&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span> &lt;span class="o">...&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">func_c&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span> &lt;span class="o">...&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl">&lt;span class="c1"># 不好：混合使用&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">7&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">func_a&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span> &lt;span class="o">...&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">8&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">func_b&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Optional&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span> &lt;span class="o">...&lt;/span> &lt;span class="c1"># 不一致&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">9&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">func_c&lt;/span>&lt;span class="p">():&lt;/span> &lt;span class="o">...&lt;/span> &lt;span class="c1"># 可能拋出異常&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="3-文檔說明返回值">3. 文檔說明返回值&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">validate&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">data&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">Tuple&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="nb">bool&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="s2"> 驗證資料格式
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="s2">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">&lt;span class="s2"> Returns:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="s2"> tuple[bool, str]:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="s2"> - (True, &amp;#34;Validation passed&amp;#34;) - 驗證成功
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">&lt;span class="s2"> - (False, error_message) - 驗證失敗，包含原因
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">&lt;span class="s2"> &amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="o">...&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="思考題">思考題&lt;/h2>
&lt;ol>
&lt;li>什麼情況下應該使用 &lt;code>(bool, str)&lt;/code> 而不是異常？&lt;/li>
&lt;li>如何處理需要返回多種錯誤類型的情況？&lt;/li>
&lt;li>&lt;code>(bool, str)&lt;/code> 模式如何與型別檢查工具配合？&lt;/li>
&lt;/ol>
&lt;h2 id="實作練習">實作練習&lt;/h2>
&lt;ol>
&lt;li>重構一個使用異常的函式，改為 &lt;code>(bool, str)&lt;/code> 模式&lt;/li>
&lt;li>實作一個 &lt;code>Result&lt;/code> 類別，支援 &lt;code>map&lt;/code> 和 &lt;code>flat_map&lt;/code> 操作&lt;/li>
&lt;li>寫一個函式，執行多個驗證並收集所有錯誤&lt;/li>
&lt;/ol>
&lt;hr>
&lt;p>&lt;em>上一章：&lt;a href="https://tarrragon.github.io/blog/python/05-error-testing/exception/" data-link-title="5.1 異常處理策略" data-link-desc="何時捕獲、何時拋出">異常處理策略&lt;/a>&lt;/em>
&lt;em>下一章：&lt;a href="https://tarrragon.github.io/blog/python/05-error-testing/unittest/" data-link-title="5.3 unittest 基礎" data-link-desc="撰寫第一個單元測試">unittest 基礎&lt;/a>&lt;/em>&lt;/p></description><content:encoded><![CDATA[<p>Hook 系統採用 <code>(bool, str)</code> 返回值模式，這是一種替代異常處理的設計策略。本章深入探討這個模式的設計理念和最佳實踐。</p>
<h2 id="bool-str-模式">(bool, str) 模式</h2>
<h3 id="基本形式">基本形式</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">validate_something</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;
</span></span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="s2">    Returns:
</span></span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="s2">        tuple[bool, str]:
</span></span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="s2">            - (True, &#34;成功訊息&#34;) - 操作成功
</span></span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="s2">            - (False, &#34;錯誤訊息&#34;) - 操作失敗
</span></span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="s2">    &#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="k">if</span> <span class="n">some_condition</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">        <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="s2">&#34;驗證通過&#34;</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="s2">&#34;驗證失敗：原因說明&#34;</span></span></span></code></pre></div><h3 id="使用方式">使用方式</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="n">success</span><span class="p">,</span> <span class="n">message</span> <span class="o">=</span> <span class="n">validate_something</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="k">if</span> <span class="n">success</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;成功: </span><span class="si">{</span><span class="n">message</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="k">else</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;失敗: </span><span class="si">{</span><span class="n">message</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">    <span class="c1"># 決定如何處理錯誤</span></span></span></code></pre></div><h2 id="實際範例git-命令">實際範例：Git 命令</h2>
<p>來自 <code>.claude/lib/git_utils.py</code>：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">run_git_command</span><span class="p">(</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="n">args</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="n">cwd</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="n">timeout</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">10</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="s2">&#34;&#34;&#34;
</span></span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="s2">    執行 git 命令並返回結果
</span></span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="s2">
</span></span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="s2">    Args:
</span></span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="s2">        args: git 命令參數列表
</span></span></span><span class="line"><span class="ln">11</span><span class="cl"><span class="s2">        cwd: 執行目錄
</span></span></span><span class="line"><span class="ln">12</span><span class="cl"><span class="s2">        timeout: 超時時間（秒）
</span></span></span><span class="line"><span class="ln">13</span><span class="cl"><span class="s2">
</span></span></span><span class="line"><span class="ln">14</span><span class="cl"><span class="s2">    Returns:
</span></span></span><span class="line"><span class="ln">15</span><span class="cl"><span class="s2">        tuple[bool, str]: (是否成功, 輸出或錯誤訊息)
</span></span></span><span class="line"><span class="ln">16</span><span class="cl"><span class="s2">    &#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">run</span><span class="p">(</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">            <span class="p">[</span><span class="s2">&#34;git&#34;</span><span class="p">]</span> <span class="o">+</span> <span class="n">args</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">20</span><span class="cl">            <span class="n">cwd</span><span class="o">=</span><span class="n">cwd</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">21</span><span class="cl">            <span class="n">capture_output</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">22</span><span class="cl">            <span class="n">text</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">23</span><span class="cl">            <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span>
</span></span><span class="line"><span class="ln">24</span><span class="cl">        <span class="p">)</span>
</span></span><span class="line"><span class="ln">25</span><span class="cl">        <span class="k">if</span> <span class="n">result</span><span class="o">.</span><span class="n">returncode</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">26</span><span class="cl">            <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="n">result</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">27</span><span class="cl">        <span class="k">else</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">28</span><span class="cl">            <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="n">result</span><span class="o">.</span><span class="n">stderr</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">29</span><span class="cl">    <span class="k">except</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">TimeoutExpired</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">30</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&#34;Command timed out after </span><span class="si">{</span><span class="n">timeout</span><span class="si">}</span><span class="s2">s&#34;</span>
</span></span><span class="line"><span class="ln">31</span><span class="cl">    <span class="k">except</span> <span class="ne">FileNotFoundError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">32</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="s2">&#34;git command not found&#34;</span></span></span></code></pre></div><h3 id="使用這個函式">使用這個函式</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">get_current_branch</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;獲取當前分支名稱&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="n">success</span><span class="p">,</span> <span class="n">output</span> <span class="o">=</span> <span class="n">run_git_command</span><span class="p">([</span><span class="s2">&#34;branch&#34;</span><span class="p">,</span> <span class="s2">&#34;--show-current&#34;</span><span class="p">])</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="k">return</span> <span class="n">output</span> <span class="k">if</span> <span class="n">success</span> <span class="ow">and</span> <span class="n">output</span> <span class="k">else</span> <span class="kc">None</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">
</span></span><span class="line"><span class="ln">6</span><span class="cl"><span class="k">def</span> <span class="nf">get_project_root</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl">    <span class="s2">&#34;&#34;&#34;獲取專案根目錄&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl">    <span class="n">success</span><span class="p">,</span> <span class="n">output</span> <span class="o">=</span> <span class="n">run_git_command</span><span class="p">([</span><span class="s2">&#34;rev-parse&#34;</span><span class="p">,</span> <span class="s2">&#34;--show-toplevel&#34;</span><span class="p">])</span>
</span></span><span class="line"><span class="ln">9</span><span class="cl">    <span class="k">return</span> <span class="n">output</span> <span class="k">if</span> <span class="n">success</span> <span class="k">else</span> <span class="n">os</span><span class="o">.</span><span class="n">getcwd</span><span class="p">()</span></span></span></code></pre></div><h2 id="為什麼選擇這個模式">為什麼選擇這個模式？</h2>
<h3 id="優點">優點</h3>
<h4 id="明確的錯誤處理">明確的錯誤處理</h4>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 呼叫者必須處理兩種情況</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="n">success</span><span class="p">,</span> <span class="n">message</span> <span class="o">=</span> <span class="n">validate</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="k">if</span> <span class="ow">not</span> <span class="n">success</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="c1"># 必須處理錯誤</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">    <span class="k">pass</span></span></span></code></pre></div><h4 id="錯誤訊息保留">錯誤訊息保留</h4>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 錯誤訊息可以傳遞給使用者</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="n">success</span><span class="p">,</span> <span class="n">error</span> <span class="o">=</span> <span class="n">run_command</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="k">if</span> <span class="ow">not</span> <span class="n">success</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="n">error</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">    <span class="k">return</span> <span class="n">create_error_response</span><span class="p">(</span><span class="n">error</span><span class="p">)</span></span></span></code></pre></div><h4 id="不中斷執行流程">不中斷執行流程</h4>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 可以收集所有錯誤</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="n">errors</span> <span class="o">=</span> <span class="p">[]</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="k">for</span> <span class="n">file</span> <span class="ow">in</span> <span class="n">files</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="n">success</span><span class="p">,</span> <span class="n">message</span> <span class="o">=</span> <span class="n">process</span><span class="p">(</span><span class="n">file</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">    <span class="k">if</span> <span class="ow">not</span> <span class="n">success</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">        <span class="n">errors</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">message</span><span class="p">)</span></span></span></code></pre></div><h3 id="與異常的比較">與異常的比較</h3>
<table>
  <thead>
      <tr>
          <th>特性</th>
          <th>(bool, str)</th>
          <th>異常</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>強制處理</td>
          <td>是（需要解包）</td>
          <td>否（可能被忽略）</td>
      </tr>
      <tr>
          <td>控制流程</td>
          <td>不中斷</td>
          <td>中斷</td>
      </tr>
      <tr>
          <td>效能</td>
          <td>較好</td>
          <td>較差（stack trace）</td>
      </tr>
      <tr>
          <td>適合場景</td>
          <td>預期的錯誤</td>
          <td>非預期的錯誤</td>
      </tr>
  </tbody>
</table>
<h2 id="設計變體">設計變體</h2>
<h3 id="bool-t---通用型別">(bool, T) - 通用型別</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TypeVar</span><span class="p">,</span> <span class="n">Tuple</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="n">T</span> <span class="o">=</span> <span class="n">TypeVar</span><span class="p">(</span><span class="s2">&#34;T&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">
</span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="k">def</span> <span class="nf">parse_json</span><span class="p">(</span><span class="n">text</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">dict</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl">        <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">text</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl">    <span class="k">except</span> <span class="n">json</span><span class="o">.</span><span class="n">JSONDecodeError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">9</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="p">{</span><span class="s2">&#34;error&#34;</span><span class="p">:</span> <span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="p">)}</span></span></span></code></pre></div><h3 id="t--none---成功返回值失敗返回-none">(T | None) - 成功返回值，失敗返回 None</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">find_config</span><span class="p">(</span><span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">dict</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;找不到時返回 None&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="n">path</span> <span class="o">=</span> <span class="n">get_config_path</span><span class="p">(</span><span class="n">name</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="k">if</span> <span class="ow">not</span> <span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">():</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">        <span class="k">return</span> <span class="kc">None</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">    <span class="k">return</span> <span class="n">load_config</span><span class="p">(</span><span class="n">path</span><span class="p">)</span></span></span></code></pre></div><h3 id="result-類別進階">Result 類別（進階）</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">from</span> <span class="nn">dataclasses</span> <span class="kn">import</span> <span class="n">dataclass</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Generic</span><span class="p">,</span> <span class="n">TypeVar</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="n">T</span> <span class="o">=</span> <span class="n">TypeVar</span><span class="p">(</span><span class="s2">&#34;T&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">
</span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="nd">@dataclass</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="k">class</span> <span class="nc">Result</span><span class="p">(</span><span class="n">Generic</span><span class="p">[</span><span class="n">T</span><span class="p">]):</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="n">success</span><span class="p">:</span> <span class="nb">bool</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="n">value</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">T</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="n">error</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="nd">@classmethod</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="k">def</span> <span class="nf">ok</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">value</span><span class="p">:</span> <span class="n">T</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="s2">&#34;Result[T]&#34;</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="n">success</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="n">value</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">
</span></span><span class="line"><span class="ln">16</span><span class="cl">    <span class="nd">@classmethod</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">    <span class="k">def</span> <span class="nf">fail</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">error</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="s2">&#34;Result[T]&#34;</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="n">success</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">error</span><span class="o">=</span><span class="n">error</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">
</span></span><span class="line"><span class="ln">20</span><span class="cl"><span class="c1"># 使用</span>
</span></span><span class="line"><span class="ln">21</span><span class="cl"><span class="k">def</span> <span class="nf">divide</span><span class="p">(</span><span class="n">a</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">b</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Result</span><span class="p">[</span><span class="nb">float</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln">22</span><span class="cl">    <span class="k">if</span> <span class="n">b</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">23</span><span class="cl">        <span class="k">return</span> <span class="n">Result</span><span class="o">.</span><span class="n">fail</span><span class="p">(</span><span class="s2">&#34;Division by zero&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">24</span><span class="cl">    <span class="k">return</span> <span class="n">Result</span><span class="o">.</span><span class="n">ok</span><span class="p">(</span><span class="n">a</span> <span class="o">/</span> <span class="n">b</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">25</span><span class="cl">
</span></span><span class="line"><span class="ln">26</span><span class="cl"><span class="n">result</span> <span class="o">=</span> <span class="n">divide</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">27</span><span class="cl"><span class="k">if</span> <span class="n">result</span><span class="o">.</span><span class="n">success</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">28</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="n">result</span><span class="o">.</span><span class="n">value</span><span class="p">)</span>  <span class="c1"># 5.0</span>
</span></span><span class="line"><span class="ln">29</span><span class="cl"><span class="k">else</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">30</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="n">result</span><span class="o">.</span><span class="n">error</span><span class="p">)</span></span></span></code></pre></div><h2 id="實際應用模式">實際應用模式</h2>
<h3 id="鏈式操作">鏈式操作</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">process_pipeline</span><span class="p">(</span><span class="n">data</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="c1"># 第一步</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="n">success</span><span class="p">,</span> <span class="n">result</span> <span class="o">=</span> <span class="n">step_one</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="k">if</span> <span class="ow">not</span> <span class="n">success</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&#34;Step 1 failed: </span><span class="si">{</span><span class="n">result</span><span class="si">}</span><span class="s2">&#34;</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="c1"># 第二步</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="n">success</span><span class="p">,</span> <span class="n">result</span> <span class="o">=</span> <span class="n">step_two</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="k">if</span> <span class="ow">not</span> <span class="n">success</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&#34;Step 2 failed: </span><span class="si">{</span><span class="n">result</span><span class="si">}</span><span class="s2">&#34;</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="c1"># 第三步</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="n">success</span><span class="p">,</span> <span class="n">result</span> <span class="o">=</span> <span class="n">step_three</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">    <span class="k">if</span> <span class="ow">not</span> <span class="n">success</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&#34;Step 3 failed: </span><span class="si">{</span><span class="n">result</span><span class="si">}</span><span class="s2">&#34;</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">
</span></span><span class="line"><span class="ln">17</span><span class="cl">    <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="n">result</span></span></span></code></pre></div><h3 id="收集多個錯誤">收集多個錯誤</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">validate_all</span><span class="p">(</span><span class="n">items</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]]:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="n">errors</span> <span class="o">=</span> <span class="p">[]</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">items</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">        <span class="n">success</span><span class="p">,</span> <span class="n">message</span> <span class="o">=</span> <span class="n">validate_item</span><span class="p">(</span><span class="n">item</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">        <span class="k">if</span> <span class="ow">not</span> <span class="n">success</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">            <span class="n">errors</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="k">if</span> <span class="n">errors</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="n">errors</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="p">[]</span></span></span></code></pre></div><h3 id="帶上下文的錯誤">帶上下文的錯誤</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">run_with_context</span><span class="p">(</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="n">command</span><span class="p">:</span> <span class="nb">str</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="s2">&#34;&#34;&#34;執行命令並提供上下文&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="n">execute</span><span class="p">(</span><span class="n">command</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="n">result</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">        <span class="n">context</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&#34;Command: </span><span class="si">{</span><span class="n">command</span><span class="si">}</span><span class="se">\n</span><span class="s2">Error: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">&#34;</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="n">context</span></span></span></code></pre></div><h2 id="hook-系統的應用">Hook 系統的應用</h2>
<h3 id="hook-輸入讀取">Hook 輸入讀取</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">read_hook_input</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;
</span></span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="s2">    從 stdin 讀取輸入
</span></span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="s2">    失敗時返回空字典（而非拋出異常）
</span></span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="s2">    &#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl">        <span class="k">return</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">sys</span><span class="o">.</span><span class="n">stdin</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl">    <span class="k">except</span> <span class="n">json</span><span class="o">.</span><span class="n">JSONDecodeError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">9</span><span class="cl">        <span class="k">return</span> <span class="p">{}</span></span></span></code></pre></div><h3 id="分支驗證">分支驗證</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">validate_branch</span><span class="p">(</span><span class="n">branch</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;驗證分支是否可以編輯&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="k">if</span> <span class="n">is_protected_branch</span><span class="p">(</span><span class="n">branch</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&#34;Cannot edit protected branch: </span><span class="si">{</span><span class="n">branch</span><span class="si">}</span><span class="s2">&#34;</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">    <span class="k">if</span> <span class="ow">not</span> <span class="n">is_allowed_branch</span><span class="p">(</span><span class="n">branch</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&#34;Branch not in allowed list: </span><span class="si">{</span><span class="n">branch</span><span class="si">}</span><span class="s2">&#34;</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl">    <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&#34;Branch </span><span class="si">{</span><span class="n">branch</span><span class="si">}</span><span class="s2"> is valid&#34;</span></span></span></code></pre></div><h2 id="最佳實踐">最佳實踐</h2>
<h3 id="1-訊息要有意義">1. 訊息要有意義</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 好：提供具體資訊</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&#34;Config file not found: </span><span class="si">{</span><span class="n">path</span><span class="si">}</span><span class="s2">&#34;</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">
</span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="c1"># 不好：模糊的訊息</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="s2">&#34;Error&#34;</span></span></span></code></pre></div><h3 id="2-保持一致性">2. 保持一致性</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 好：整個模組使用相同模式</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="k">def</span> <span class="nf">func_a</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span> <span class="o">...</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="k">def</span> <span class="nf">func_b</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span> <span class="o">...</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="k">def</span> <span class="nf">func_c</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span> <span class="o">...</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">
</span></span><span class="line"><span class="ln">6</span><span class="cl"><span class="c1"># 不好：混合使用</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl"><span class="k">def</span> <span class="nf">func_a</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span> <span class="o">...</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl"><span class="k">def</span> <span class="nf">func_b</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span> <span class="o">...</span>  <span class="c1"># 不一致</span>
</span></span><span class="line"><span class="ln">9</span><span class="cl"><span class="k">def</span> <span class="nf">func_c</span><span class="p">():</span> <span class="o">...</span>  <span class="c1"># 可能拋出異常</span></span></span></code></pre></div><h3 id="3-文檔說明返回值">3. 文檔說明返回值</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">validate</span><span class="p">(</span><span class="n">data</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;
</span></span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="s2">    驗證資料格式
</span></span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="s2">
</span></span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="s2">    Returns:
</span></span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="s2">        tuple[bool, str]:
</span></span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="s2">            - (True, &#34;Validation passed&#34;) - 驗證成功
</span></span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="s2">            - (False, error_message) - 驗證失敗，包含原因
</span></span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="s2">    &#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="o">...</span></span></span></code></pre></div><h2 id="思考題">思考題</h2>
<ol>
<li>什麼情況下應該使用 <code>(bool, str)</code> 而不是異常？</li>
<li>如何處理需要返回多種錯誤類型的情況？</li>
<li><code>(bool, str)</code> 模式如何與型別檢查工具配合？</li>
</ol>
<h2 id="實作練習">實作練習</h2>
<ol>
<li>重構一個使用異常的函式，改為 <code>(bool, str)</code> 模式</li>
<li>實作一個 <code>Result</code> 類別，支援 <code>map</code> 和 <code>flat_map</code> 操作</li>
<li>寫一個函式，執行多個驗證並收集所有錯誤</li>
</ol>
<hr>
<p><em>上一章：<a href="/blog/python/05-error-testing/exception/" data-link-title="5.1 異常處理策略" data-link-desc="何時捕獲、何時拋出">異常處理策略</a></em>
<em>下一章：<a href="/blog/python/05-error-testing/unittest/" data-link-title="5.3 unittest 基礎" data-link-desc="撰寫第一個單元測試">unittest 基礎</a></em></p>
]]></content:encoded></item><item><title>5.3 unittest 基礎</title><link>https://tarrragon.github.io/blog/python/05-error-testing/unittest/</link><pubDate>Tue, 20 Jan 2026 00:00:00 +0000</pubDate><guid>https://tarrragon.github.io/blog/python/05-error-testing/unittest/</guid><description>&lt;p>&lt;code>unittest&lt;/code> 是 Python 內建的測試框架，提供了測試組織、斷言和測試執行等功能。Hook 系統的測試都使用 &lt;code>unittest&lt;/code> 撰寫。&lt;/p>
&lt;h2 id="基本結構">基本結構&lt;/h2>
&lt;h3 id="最簡單的測試">最簡單的測試&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">unittest&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestCalculator&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_add&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="mi">1&lt;/span> &lt;span class="o">+&lt;/span> &lt;span class="mi">1&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">2&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_subtract&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="mi">5&lt;/span> &lt;span class="o">-&lt;/span> &lt;span class="mi">3&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">2&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl">&lt;span class="k">if&lt;/span> &lt;span class="vm">__name__&lt;/span> &lt;span class="o">==&lt;/span> &lt;span class="s2">&amp;#34;__main__&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">main&lt;/span>&lt;span class="p">()&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>執行測試：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">$ python -m unittest test_calculator.py
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">..
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">----------------------------------------------------------------------
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">Ran &lt;span class="m">2&lt;/span> tests in 0.001s
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl">OK&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="測試類別結構">測試類別結構&lt;/h2>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">unittest&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestMyModule&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="nd">@classmethod&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">setUpClass&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">cls&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;在所有測試前執行一次&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="bp">cls&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">shared_resource&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">create_expensive_resource&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="nd">@classmethod&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">tearDownClass&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">cls&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;在所有測試後執行一次&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="bp">cls&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">shared_resource&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">cleanup&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">setUp&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;在每個測試前執行&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">test_data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">{&lt;/span>&lt;span class="s2">&amp;#34;key&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;value&amp;#34;&lt;/span>&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">tearDown&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;在每個測試後執行&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">21&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">test_data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="kc">None&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">22&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">23&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_something&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">24&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試方法必須以 test_ 開頭&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">25&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertTrue&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="kc">True&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="常用斷言方法">常用斷言方法&lt;/h2>
&lt;table>
 &lt;thead>
 &lt;tr>
 &lt;th>方法&lt;/th>
 &lt;th>檢查&lt;/th>
 &lt;/tr>
 &lt;/thead>
 &lt;tbody>
 &lt;tr>
 &lt;td>&lt;code>assertEqual(a, b)&lt;/code>&lt;/td>
 &lt;td>a == b&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>assertNotEqual(a, b)&lt;/code>&lt;/td>
 &lt;td>a != b&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>assertTrue(x)&lt;/code>&lt;/td>
 &lt;td>x is True&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>assertFalse(x)&lt;/code>&lt;/td>
 &lt;td>x is False&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>assertIs(a, b)&lt;/code>&lt;/td>
 &lt;td>a is b&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>assertIsNone(x)&lt;/code>&lt;/td>
 &lt;td>x is None&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>assertIn(a, b)&lt;/code>&lt;/td>
 &lt;td>a in b&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>assertIsInstance(a, b)&lt;/code>&lt;/td>
 &lt;td>isinstance(a, b)&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>&lt;code>assertRaises(Error)&lt;/code>&lt;/td>
 &lt;td>拋出指定異常&lt;/td>
 &lt;/tr>
 &lt;/tbody>
&lt;/table>
&lt;h2 id="實際範例測試-hook-io">實際範例：測試 Hook IO&lt;/h2>
&lt;p>來自 &lt;code>.claude/lib/tests/test_hook_io.py&lt;/code>：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">json&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">sys&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">unittest&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">io&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">StringIO&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">unittest.mock&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">patch&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="c1"># 導入被測試的模組&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">&lt;span class="n">sys&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">path&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">insert&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">0&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">Path&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="vm">__file__&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">parent&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">parent&lt;/span>&lt;span class="p">))&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">hook_io&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 10&lt;/span>&lt;span class="cl"> &lt;span class="n">read_hook_input&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 11&lt;/span>&lt;span class="cl"> &lt;span class="n">write_hook_output&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 12&lt;/span>&lt;span class="cl"> &lt;span class="n">create_pretooluse_output&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 13&lt;/span>&lt;span class="cl"> &lt;span class="n">create_posttooluse_output&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 14&lt;/span>&lt;span class="cl">&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 15&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 16&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 17&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestReadHookInput&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 18&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試 read_hook_input 函式&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 19&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 20&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_valid_json_input&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 21&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試有效的 JSON 輸入&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 22&lt;/span>&lt;span class="cl"> &lt;span class="n">test_data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">{&lt;/span>&lt;span class="s2">&amp;#34;tool_name&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;Write&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;file_path&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;/test.txt&amp;#34;&lt;/span>&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 23&lt;/span>&lt;span class="cl"> &lt;span class="n">json_input&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">dumps&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">test_data&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 24&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 25&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;sys.stdin&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">StringIO&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">json_input&lt;/span>&lt;span class="p">)):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 26&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">read_hook_input&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 27&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 28&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">test_data&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 29&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 30&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_invalid_json_returns_empty_dict&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 31&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試無效的 JSON 應返回空字典&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 32&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;sys.stdin&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">StringIO&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;not valid json&amp;#34;&lt;/span>&lt;span class="p">)):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 33&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">read_hook_input&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 34&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 35&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="p">{})&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 36&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 37&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_empty_input_returns_empty_dict&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 38&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試空輸入應返回空字典&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 39&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;sys.stdin&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">StringIO&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;&amp;#34;&lt;/span>&lt;span class="p">)):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 40&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">read_hook_input&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 41&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 42&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="p">{})&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 43&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 44&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 45&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestWriteHookOutput&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 46&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試 write_hook_output 函式&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 47&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 48&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_output_json_format&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 49&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試輸出為有效的 JSON 格式&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 50&lt;/span>&lt;span class="cl"> &lt;span class="n">test_data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">{&lt;/span>&lt;span class="s2">&amp;#34;decision&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;allow&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;reason&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;OK&amp;#34;&lt;/span>&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 51&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 52&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;sys.stdout&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">new_callable&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="n">StringIO&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">mock_stdout&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 53&lt;/span>&lt;span class="cl"> &lt;span class="n">write_hook_output&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">test_data&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 54&lt;/span>&lt;span class="cl"> &lt;span class="n">output&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">mock_stdout&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">getvalue&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 55&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 56&lt;/span>&lt;span class="cl"> &lt;span class="n">parsed&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">loads&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">output&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 57&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">parsed&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="s2">&amp;#34;decision&amp;#34;&lt;/span>&lt;span class="p">],&lt;/span> &lt;span class="s2">&amp;#34;allow&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 58&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 59&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_chinese_characters_preserved&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 60&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試中文字元被保留&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 61&lt;/span>&lt;span class="cl"> &lt;span class="n">test_data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">{&lt;/span>&lt;span class="s2">&amp;#34;message&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;你好&amp;#34;&lt;/span>&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 62&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 63&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;sys.stdout&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">new_callable&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="n">StringIO&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">mock_stdout&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 64&lt;/span>&lt;span class="cl"> &lt;span class="n">write_hook_output&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">test_data&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">ensure_ascii&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">False&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 65&lt;/span>&lt;span class="cl"> &lt;span class="n">output&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">mock_stdout&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">getvalue&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 66&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 67&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertIn&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;你好&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">output&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 68&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 69&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 70&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestCreatePretoolueOutput&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 71&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試 create_pretooluse_output 函式&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 72&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 73&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_basic_output_structure&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 74&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試基本輸出結構&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 75&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">create_pretooluse_output&lt;/span>&lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 76&lt;/span>&lt;span class="cl"> &lt;span class="n">decision&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s2">&amp;#34;allow&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 77&lt;/span>&lt;span class="cl"> &lt;span class="n">reason&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s2">&amp;#34;Test reason&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 78&lt;/span>&lt;span class="cl"> &lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 79&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 80&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertIn&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;hookSpecificOutput&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">result&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 81&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 82&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="s2">&amp;#34;hookSpecificOutput&amp;#34;&lt;/span>&lt;span class="p">][&lt;/span>&lt;span class="s2">&amp;#34;permissionDecision&amp;#34;&lt;/span>&lt;span class="p">],&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 83&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;allow&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 84&lt;/span>&lt;span class="cl"> &lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 85&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 86&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_with_user_prompt&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 87&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試包含 userPrompt 的輸出&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 88&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">create_pretooluse_output&lt;/span>&lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 89&lt;/span>&lt;span class="cl"> &lt;span class="n">decision&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s2">&amp;#34;ask&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 90&lt;/span>&lt;span class="cl"> &lt;span class="n">reason&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s2">&amp;#34;Need confirmation&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 91&lt;/span>&lt;span class="cl"> &lt;span class="n">user_prompt&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s2">&amp;#34;Continue?&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 92&lt;/span>&lt;span class="cl"> &lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 93&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 94&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 95&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="s2">&amp;#34;hookSpecificOutput&amp;#34;&lt;/span>&lt;span class="p">][&lt;/span>&lt;span class="s2">&amp;#34;userPrompt&amp;#34;&lt;/span>&lt;span class="p">],&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 96&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;Continue?&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 97&lt;/span>&lt;span class="cl"> &lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 98&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 99&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">100&lt;/span>&lt;span class="cl">&lt;span class="k">if&lt;/span> &lt;span class="vm">__name__&lt;/span> &lt;span class="o">==&lt;/span> &lt;span class="s2">&amp;#34;__main__&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">101&lt;/span>&lt;span class="cl"> &lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">main&lt;/span>&lt;span class="p">()&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="測試異常">測試異常&lt;/h2>
&lt;h3 id="assertraises">assertRaises&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">test_raises_value_error&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試函式是否拋出 ValueError&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertRaises&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="ne">ValueError&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="nb">int&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;not a number&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">test_raises_with_message&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試異常訊息&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertRaises&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="ne">ValueError&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">context&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="k">raise&lt;/span> &lt;span class="ne">ValueError&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;invalid input&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertIn&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;invalid&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">context&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">exception&lt;/span>&lt;span class="p">))&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="測試檔案操作">測試檔案操作&lt;/h2>
&lt;h3 id="使用臨時檔案">使用臨時檔案&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">tempfile&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">unittest&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestFileOperations&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_read_file&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試檔案讀取&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">tempfile&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">NamedTemporaryFile&lt;/span>&lt;span class="p">(&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="n">mode&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s2">&amp;#34;w&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="n">suffix&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s2">&amp;#34;.txt&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="n">delete&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">False&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="p">)&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">f&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="n">f&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">write&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;test content&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="n">temp_path&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">f&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">name&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">read_file&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">temp_path&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;test content&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl"> &lt;span class="k">finally&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl"> &lt;span class="n">os&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">unlink&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">temp_path&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="使用臨時目錄">使用臨時目錄&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">tempfile&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">unittest&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestDirectoryOperations&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">setUp&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">temp_dir&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">tempfile&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">mkdtemp&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">tearDown&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="kn">import&lt;/span> &lt;span class="nn">shutil&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="n">shutil&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">rmtree&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">temp_dir&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_create_file&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="n">file_path&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">os&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">path&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">join&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">temp_dir&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;test.txt&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl"> &lt;span class="n">create_file&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">file_path&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;content&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertTrue&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">os&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">path&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">exists&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">file_path&lt;/span>&lt;span class="p">))&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="執行測試">執行測試&lt;/h2>
&lt;h3 id="執行單一測試檔案">執行單一測試檔案&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">python -m unittest tests/test_hook_io.py&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="執行單一測試類別">執行單一測試類別&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">python -m unittest tests.test_hook_io.TestReadHookInput&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="執行單一測試方法">執行單一測試方法&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">python -m unittest tests.test_hook_io.TestReadHookInput.test_valid_json_input&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="執行所有測試">執行所有測試&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">python -m unittest discover -s tests -p &lt;span class="s2">&amp;#34;test_*.py&amp;#34;&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="詳細輸出">詳細輸出&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">python -m unittest -v tests/test_hook_io.py&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="測試組織">測試組織&lt;/h2>
&lt;h3 id="目錄結構">目錄結構&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-text" data-lang="text">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">.claude/lib/
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">├── __init__.py
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">├── git_utils.py
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">├── hook_io.py
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">├── hook_logging.py
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">└── tests/
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> ├── __init__.py
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> ├── test_git_utils.py
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> ├── test_hook_io.py
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> └── test_hook_logging.py&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="命名慣例">命名慣例&lt;/h3>
&lt;ul>
&lt;li>測試檔案：&lt;code>test_&amp;lt;module&amp;gt;.py&lt;/code>&lt;/li>
&lt;li>測試類別：&lt;code>Test&amp;lt;ClassName&amp;gt;&lt;/code>&lt;/li>
&lt;li>測試方法：&lt;code>test_&amp;lt;behavior&amp;gt;&lt;/code>&lt;/li>
&lt;/ul>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="c1"># test_git_utils.py&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestRunGitCommand&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_successful_command_returns_true&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl"> &lt;span class="o">...&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_failed_command_returns_false&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl"> &lt;span class="o">...&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">7&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_timeout_returns_error_message&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">8&lt;/span>&lt;span class="cl"> &lt;span class="o">...&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="最佳實踐">最佳實踐&lt;/h2>
&lt;h3 id="1-一個測試驗證一件事">1. 一個測試驗證一件事&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 好：每個測試只驗證一個行為&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">test_valid_input_returns_true&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">validate&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;valid&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertTrue&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">test_invalid_input_returns_false&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">validate&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;invalid&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertFalse&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">&lt;span class="c1"># 不好：一個測試驗證多件事&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">test_validate&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertTrue&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">validate&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;valid&amp;#34;&lt;/span>&lt;span class="p">))&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertFalse&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">validate&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;invalid&amp;#34;&lt;/span>&lt;span class="p">))&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">validate&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;&amp;#34;&lt;/span>&lt;span class="p">),&lt;/span> &lt;span class="kc">None&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="2-使用描述性的測試名稱">2. 使用描述性的測試名稱&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 好：清楚說明測試內容&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">test_empty_input_returns_empty_dict&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl"> &lt;span class="o">...&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">&lt;span class="c1"># 不好：模糊的名稱&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">test_input&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">7&lt;/span>&lt;span class="cl"> &lt;span class="o">...&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="3-使用-setup-避免重複">3. 使用 setUp 避免重複&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestMarkdownChecker&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">setUp&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">checker&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">MarkdownLinkChecker&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">test_content&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="s2">&amp;#34;# Test&lt;/span>&lt;span class="se">\n&lt;/span>&lt;span class="s2">[link](/python/05-error-testing/unittest/file.md)&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_check_valid_link&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 使用 setUp 中建立的物件&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">checker&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">check&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">test_content&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="o">...&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="思考題">思考題&lt;/h2>
&lt;ol>
&lt;li>&lt;code>setUp&lt;/code> 和 &lt;code>setUpClass&lt;/code> 有什麼區別？什麼時候用哪個？&lt;/li>
&lt;li>為什麼測試方法必須以 &lt;code>test_&lt;/code> 開頭？&lt;/li>
&lt;li>如何測試一個需要讀取 stdin 的函式？&lt;/li>
&lt;/ol>
&lt;h2 id="實作練習">實作練習&lt;/h2>
&lt;ol>
&lt;li>為 &lt;code>get_current_branch()&lt;/code> 函式撰寫測試&lt;/li>
&lt;li>測試一個會拋出異常的函式&lt;/li>
&lt;li>使用 &lt;code>unittest.skip&lt;/code> 暫時跳過某個測試&lt;/li>
&lt;/ol>
&lt;hr>
&lt;p>&lt;em>上一章：&lt;a href="https://tarrragon.github.io/blog/python/05-error-testing/exception/" data-link-title="5.1 異常處理策略" data-link-desc="何時捕獲、何時拋出">異常處理策略&lt;/a>&lt;/em>
&lt;em>下一章：&lt;a href="https://tarrragon.github.io/blog/python/05-error-testing/mock/" data-link-title="5.4 Mock 與測試隔離" data-link-desc="隔離外部依賴">Mock 與測試隔離&lt;/a>&lt;/em>&lt;/p></description><content:encoded><![CDATA[<p><code>unittest</code> 是 Python 內建的測試框架，提供了測試組織、斷言和測試執行等功能。Hook 系統的測試都使用 <code>unittest</code> 撰寫。</p>
<h2 id="基本結構">基本結構</h2>
<h3 id="最簡單的測試">最簡單的測試</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">import</span> <span class="nn">unittest</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">
</span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="k">class</span> <span class="nc">TestCalculator</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="k">def</span> <span class="nf">test_add</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="mi">1</span> <span class="o">+</span> <span class="mi">1</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="k">def</span> <span class="nf">test_subtract</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="mi">5</span> <span class="o">-</span> <span class="mi">3</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">
</span></span><span class="line"><span class="ln">13</span><span class="cl"><span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">&#34;__main__&#34;</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">    <span class="n">unittest</span><span class="o">.</span><span class="n">main</span><span class="p">()</span></span></span></code></pre></div><p>執行測試：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="ln">1</span><span class="cl">$ python -m unittest test_calculator.py
</span></span><span class="line"><span class="ln">2</span><span class="cl">..
</span></span><span class="line"><span class="ln">3</span><span class="cl">----------------------------------------------------------------------
</span></span><span class="line"><span class="ln">4</span><span class="cl">Ran <span class="m">2</span> tests in 0.001s
</span></span><span class="line"><span class="ln">5</span><span class="cl">
</span></span><span class="line"><span class="ln">6</span><span class="cl">OK</span></span></code></pre></div><h2 id="測試類別結構">測試類別結構</h2>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">import</span> <span class="nn">unittest</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">
</span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="k">class</span> <span class="nc">TestMyModule</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="nd">@classmethod</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="k">def</span> <span class="nf">setUpClass</span><span class="p">(</span><span class="bp">cls</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="s2">&#34;&#34;&#34;在所有測試前執行一次&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">        <span class="bp">cls</span><span class="o">.</span><span class="n">shared_resource</span> <span class="o">=</span> <span class="n">create_expensive_resource</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="nd">@classmethod</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="k">def</span> <span class="nf">tearDownClass</span><span class="p">(</span><span class="bp">cls</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">        <span class="s2">&#34;&#34;&#34;在所有測試後執行一次&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">        <span class="bp">cls</span><span class="o">.</span><span class="n">shared_resource</span><span class="o">.</span><span class="n">cleanup</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">
</span></span><span class="line"><span class="ln">15</span><span class="cl">    <span class="k">def</span> <span class="nf">setUp</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="s2">&#34;&#34;&#34;在每個測試前執行&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">test_data</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;key&#34;</span><span class="p">:</span> <span class="s2">&#34;value&#34;</span><span class="p">}</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">
</span></span><span class="line"><span class="ln">19</span><span class="cl">    <span class="k">def</span> <span class="nf">tearDown</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">20</span><span class="cl">        <span class="s2">&#34;&#34;&#34;在每個測試後執行&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">21</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">test_data</span> <span class="o">=</span> <span class="kc">None</span>
</span></span><span class="line"><span class="ln">22</span><span class="cl">
</span></span><span class="line"><span class="ln">23</span><span class="cl">    <span class="k">def</span> <span class="nf">test_something</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">24</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試方法必須以 test_ 開頭&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">25</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertTrue</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span></span></span></code></pre></div><h2 id="常用斷言方法">常用斷言方法</h2>
<table>
  <thead>
      <tr>
          <th>方法</th>
          <th>檢查</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td><code>assertEqual(a, b)</code></td>
          <td>a == b</td>
      </tr>
      <tr>
          <td><code>assertNotEqual(a, b)</code></td>
          <td>a != b</td>
      </tr>
      <tr>
          <td><code>assertTrue(x)</code></td>
          <td>x is True</td>
      </tr>
      <tr>
          <td><code>assertFalse(x)</code></td>
          <td>x is False</td>
      </tr>
      <tr>
          <td><code>assertIs(a, b)</code></td>
          <td>a is b</td>
      </tr>
      <tr>
          <td><code>assertIsNone(x)</code></td>
          <td>x is None</td>
      </tr>
      <tr>
          <td><code>assertIn(a, b)</code></td>
          <td>a in b</td>
      </tr>
      <tr>
          <td><code>assertIsInstance(a, b)</code></td>
          <td>isinstance(a, b)</td>
      </tr>
      <tr>
          <td><code>assertRaises(Error)</code></td>
          <td>拋出指定異常</td>
      </tr>
  </tbody>
</table>
<h2 id="實際範例測試-hook-io">實際範例：測試 Hook IO</h2>
<p>來自 <code>.claude/lib/tests/test_hook_io.py</code>：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">  1</span><span class="cl"><span class="kn">import</span> <span class="nn">json</span>
</span></span><span class="line"><span class="ln">  2</span><span class="cl"><span class="kn">import</span> <span class="nn">sys</span>
</span></span><span class="line"><span class="ln">  3</span><span class="cl"><span class="kn">import</span> <span class="nn">unittest</span>
</span></span><span class="line"><span class="ln">  4</span><span class="cl"><span class="kn">from</span> <span class="nn">io</span> <span class="kn">import</span> <span class="n">StringIO</span>
</span></span><span class="line"><span class="ln">  5</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">patch</span>
</span></span><span class="line"><span class="ln">  6</span><span class="cl">
</span></span><span class="line"><span class="ln">  7</span><span class="cl"><span class="c1"># 導入被測試的模組</span>
</span></span><span class="line"><span class="ln">  8</span><span class="cl"><span class="n">sys</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">Path</span><span class="p">(</span><span class="vm">__file__</span><span class="p">)</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">parent</span><span class="p">))</span>
</span></span><span class="line"><span class="ln">  9</span><span class="cl"><span class="kn">from</span> <span class="nn">hook_io</span> <span class="kn">import</span> <span class="p">(</span>
</span></span><span class="line"><span class="ln"> 10</span><span class="cl">    <span class="n">read_hook_input</span><span class="p">,</span>
</span></span><span class="line"><span class="ln"> 11</span><span class="cl">    <span class="n">write_hook_output</span><span class="p">,</span>
</span></span><span class="line"><span class="ln"> 12</span><span class="cl">    <span class="n">create_pretooluse_output</span><span class="p">,</span>
</span></span><span class="line"><span class="ln"> 13</span><span class="cl">    <span class="n">create_posttooluse_output</span><span class="p">,</span>
</span></span><span class="line"><span class="ln"> 14</span><span class="cl"><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 15</span><span class="cl">
</span></span><span class="line"><span class="ln"> 16</span><span class="cl">
</span></span><span class="line"><span class="ln"> 17</span><span class="cl"><span class="k">class</span> <span class="nc">TestReadHookInput</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 18</span><span class="cl">    <span class="s2">&#34;&#34;&#34;測試 read_hook_input 函式&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 19</span><span class="cl">
</span></span><span class="line"><span class="ln"> 20</span><span class="cl">    <span class="k">def</span> <span class="nf">test_valid_json_input</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 21</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試有效的 JSON 輸入&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 22</span><span class="cl">        <span class="n">test_data</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;tool_name&#34;</span><span class="p">:</span> <span class="s2">&#34;Write&#34;</span><span class="p">,</span> <span class="s2">&#34;file_path&#34;</span><span class="p">:</span> <span class="s2">&#34;/test.txt&#34;</span><span class="p">}</span>
</span></span><span class="line"><span class="ln"> 23</span><span class="cl">        <span class="n">json_input</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="n">test_data</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 24</span><span class="cl">
</span></span><span class="line"><span class="ln"> 25</span><span class="cl">        <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;sys.stdin&#34;</span><span class="p">,</span> <span class="n">StringIO</span><span class="p">(</span><span class="n">json_input</span><span class="p">)):</span>
</span></span><span class="line"><span class="ln"> 26</span><span class="cl">            <span class="n">result</span> <span class="o">=</span> <span class="n">read_hook_input</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 27</span><span class="cl">
</span></span><span class="line"><span class="ln"> 28</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="n">test_data</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 29</span><span class="cl">
</span></span><span class="line"><span class="ln"> 30</span><span class="cl">    <span class="k">def</span> <span class="nf">test_invalid_json_returns_empty_dict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 31</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試無效的 JSON 應返回空字典&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 32</span><span class="cl">        <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;sys.stdin&#34;</span><span class="p">,</span> <span class="n">StringIO</span><span class="p">(</span><span class="s2">&#34;not valid json&#34;</span><span class="p">)):</span>
</span></span><span class="line"><span class="ln"> 33</span><span class="cl">            <span class="n">result</span> <span class="o">=</span> <span class="n">read_hook_input</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 34</span><span class="cl">
</span></span><span class="line"><span class="ln"> 35</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="p">{})</span>
</span></span><span class="line"><span class="ln"> 36</span><span class="cl">
</span></span><span class="line"><span class="ln"> 37</span><span class="cl">    <span class="k">def</span> <span class="nf">test_empty_input_returns_empty_dict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 38</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試空輸入應返回空字典&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 39</span><span class="cl">        <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;sys.stdin&#34;</span><span class="p">,</span> <span class="n">StringIO</span><span class="p">(</span><span class="s2">&#34;&#34;</span><span class="p">)):</span>
</span></span><span class="line"><span class="ln"> 40</span><span class="cl">            <span class="n">result</span> <span class="o">=</span> <span class="n">read_hook_input</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 41</span><span class="cl">
</span></span><span class="line"><span class="ln"> 42</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="p">{})</span>
</span></span><span class="line"><span class="ln"> 43</span><span class="cl">
</span></span><span class="line"><span class="ln"> 44</span><span class="cl">
</span></span><span class="line"><span class="ln"> 45</span><span class="cl"><span class="k">class</span> <span class="nc">TestWriteHookOutput</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 46</span><span class="cl">    <span class="s2">&#34;&#34;&#34;測試 write_hook_output 函式&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 47</span><span class="cl">
</span></span><span class="line"><span class="ln"> 48</span><span class="cl">    <span class="k">def</span> <span class="nf">test_output_json_format</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 49</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試輸出為有效的 JSON 格式&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 50</span><span class="cl">        <span class="n">test_data</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;decision&#34;</span><span class="p">:</span> <span class="s2">&#34;allow&#34;</span><span class="p">,</span> <span class="s2">&#34;reason&#34;</span><span class="p">:</span> <span class="s2">&#34;OK&#34;</span><span class="p">}</span>
</span></span><span class="line"><span class="ln"> 51</span><span class="cl">
</span></span><span class="line"><span class="ln"> 52</span><span class="cl">        <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;sys.stdout&#34;</span><span class="p">,</span> <span class="n">new_callable</span><span class="o">=</span><span class="n">StringIO</span><span class="p">)</span> <span class="k">as</span> <span class="n">mock_stdout</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 53</span><span class="cl">            <span class="n">write_hook_output</span><span class="p">(</span><span class="n">test_data</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 54</span><span class="cl">            <span class="n">output</span> <span class="o">=</span> <span class="n">mock_stdout</span><span class="o">.</span><span class="n">getvalue</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 55</span><span class="cl">
</span></span><span class="line"><span class="ln"> 56</span><span class="cl">        <span class="n">parsed</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">output</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 57</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">parsed</span><span class="p">[</span><span class="s2">&#34;decision&#34;</span><span class="p">],</span> <span class="s2">&#34;allow&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 58</span><span class="cl">
</span></span><span class="line"><span class="ln"> 59</span><span class="cl">    <span class="k">def</span> <span class="nf">test_chinese_characters_preserved</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 60</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試中文字元被保留&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 61</span><span class="cl">        <span class="n">test_data</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;message&#34;</span><span class="p">:</span> <span class="s2">&#34;你好&#34;</span><span class="p">}</span>
</span></span><span class="line"><span class="ln"> 62</span><span class="cl">
</span></span><span class="line"><span class="ln"> 63</span><span class="cl">        <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;sys.stdout&#34;</span><span class="p">,</span> <span class="n">new_callable</span><span class="o">=</span><span class="n">StringIO</span><span class="p">)</span> <span class="k">as</span> <span class="n">mock_stdout</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 64</span><span class="cl">            <span class="n">write_hook_output</span><span class="p">(</span><span class="n">test_data</span><span class="p">,</span> <span class="n">ensure_ascii</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 65</span><span class="cl">            <span class="n">output</span> <span class="o">=</span> <span class="n">mock_stdout</span><span class="o">.</span><span class="n">getvalue</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 66</span><span class="cl">
</span></span><span class="line"><span class="ln"> 67</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertIn</span><span class="p">(</span><span class="s2">&#34;你好&#34;</span><span class="p">,</span> <span class="n">output</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 68</span><span class="cl">
</span></span><span class="line"><span class="ln"> 69</span><span class="cl">
</span></span><span class="line"><span class="ln"> 70</span><span class="cl"><span class="k">class</span> <span class="nc">TestCreatePretoolueOutput</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 71</span><span class="cl">    <span class="s2">&#34;&#34;&#34;測試 create_pretooluse_output 函式&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 72</span><span class="cl">
</span></span><span class="line"><span class="ln"> 73</span><span class="cl">    <span class="k">def</span> <span class="nf">test_basic_output_structure</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 74</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試基本輸出結構&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 75</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="n">create_pretooluse_output</span><span class="p">(</span>
</span></span><span class="line"><span class="ln"> 76</span><span class="cl">            <span class="n">decision</span><span class="o">=</span><span class="s2">&#34;allow&#34;</span><span class="p">,</span>
</span></span><span class="line"><span class="ln"> 77</span><span class="cl">            <span class="n">reason</span><span class="o">=</span><span class="s2">&#34;Test reason&#34;</span>
</span></span><span class="line"><span class="ln"> 78</span><span class="cl">        <span class="p">)</span>
</span></span><span class="line"><span class="ln"> 79</span><span class="cl">
</span></span><span class="line"><span class="ln"> 80</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertIn</span><span class="p">(</span><span class="s2">&#34;hookSpecificOutput&#34;</span><span class="p">,</span> <span class="n">result</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 81</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span>
</span></span><span class="line"><span class="ln"> 82</span><span class="cl">            <span class="n">result</span><span class="p">[</span><span class="s2">&#34;hookSpecificOutput&#34;</span><span class="p">][</span><span class="s2">&#34;permissionDecision&#34;</span><span class="p">],</span>
</span></span><span class="line"><span class="ln"> 83</span><span class="cl">            <span class="s2">&#34;allow&#34;</span>
</span></span><span class="line"><span class="ln"> 84</span><span class="cl">        <span class="p">)</span>
</span></span><span class="line"><span class="ln"> 85</span><span class="cl">
</span></span><span class="line"><span class="ln"> 86</span><span class="cl">    <span class="k">def</span> <span class="nf">test_with_user_prompt</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 87</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試包含 userPrompt 的輸出&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 88</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="n">create_pretooluse_output</span><span class="p">(</span>
</span></span><span class="line"><span class="ln"> 89</span><span class="cl">            <span class="n">decision</span><span class="o">=</span><span class="s2">&#34;ask&#34;</span><span class="p">,</span>
</span></span><span class="line"><span class="ln"> 90</span><span class="cl">            <span class="n">reason</span><span class="o">=</span><span class="s2">&#34;Need confirmation&#34;</span><span class="p">,</span>
</span></span><span class="line"><span class="ln"> 91</span><span class="cl">            <span class="n">user_prompt</span><span class="o">=</span><span class="s2">&#34;Continue?&#34;</span>
</span></span><span class="line"><span class="ln"> 92</span><span class="cl">        <span class="p">)</span>
</span></span><span class="line"><span class="ln"> 93</span><span class="cl">
</span></span><span class="line"><span class="ln"> 94</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span>
</span></span><span class="line"><span class="ln"> 95</span><span class="cl">            <span class="n">result</span><span class="p">[</span><span class="s2">&#34;hookSpecificOutput&#34;</span><span class="p">][</span><span class="s2">&#34;userPrompt&#34;</span><span class="p">],</span>
</span></span><span class="line"><span class="ln"> 96</span><span class="cl">            <span class="s2">&#34;Continue?&#34;</span>
</span></span><span class="line"><span class="ln"> 97</span><span class="cl">        <span class="p">)</span>
</span></span><span class="line"><span class="ln"> 98</span><span class="cl">
</span></span><span class="line"><span class="ln"> 99</span><span class="cl">
</span></span><span class="line"><span class="ln">100</span><span class="cl"><span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">&#34;__main__&#34;</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">101</span><span class="cl">    <span class="n">unittest</span><span class="o">.</span><span class="n">main</span><span class="p">()</span></span></span></code></pre></div><h2 id="測試異常">測試異常</h2>
<h3 id="assertraises">assertRaises</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">test_raises_value_error</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;測試函式是否拋出 ValueError&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">assertRaises</span><span class="p">(</span><span class="ne">ValueError</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">        <span class="nb">int</span><span class="p">(</span><span class="s2">&#34;not a number&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">
</span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="k">def</span> <span class="nf">test_raises_with_message</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="s2">&#34;&#34;&#34;測試異常訊息&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">assertRaises</span><span class="p">(</span><span class="ne">ValueError</span><span class="p">)</span> <span class="k">as</span> <span class="n">context</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&#34;invalid input&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="bp">self</span><span class="o">.</span><span class="n">assertIn</span><span class="p">(</span><span class="s2">&#34;invalid&#34;</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">context</span><span class="o">.</span><span class="n">exception</span><span class="p">))</span></span></span></code></pre></div><h2 id="測試檔案操作">測試檔案操作</h2>
<h3 id="使用臨時檔案">使用臨時檔案</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">import</span> <span class="nn">tempfile</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">import</span> <span class="nn">unittest</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="k">class</span> <span class="nc">TestFileOperations</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="k">def</span> <span class="nf">test_read_file</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試檔案讀取&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">        <span class="k">with</span> <span class="n">tempfile</span><span class="o">.</span><span class="n">NamedTemporaryFile</span><span class="p">(</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">            <span class="n">mode</span><span class="o">=</span><span class="s2">&#34;w&#34;</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">            <span class="n">suffix</span><span class="o">=</span><span class="s2">&#34;.txt&#34;</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">            <span class="n">delete</span><span class="o">=</span><span class="kc">False</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">        <span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">            <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="s2">&#34;test content&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">            <span class="n">temp_path</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">name</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">            <span class="n">result</span> <span class="o">=</span> <span class="n">read_file</span><span class="p">(</span><span class="n">temp_path</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">            <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s2">&#34;test content&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">        <span class="k">finally</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">20</span><span class="cl">            <span class="n">os</span><span class="o">.</span><span class="n">unlink</span><span class="p">(</span><span class="n">temp_path</span><span class="p">)</span></span></span></code></pre></div><h3 id="使用臨時目錄">使用臨時目錄</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">import</span> <span class="nn">tempfile</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">import</span> <span class="nn">unittest</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="k">class</span> <span class="nc">TestDirectoryOperations</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="k">def</span> <span class="nf">setUp</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">temp_dir</span> <span class="o">=</span> <span class="n">tempfile</span><span class="o">.</span><span class="n">mkdtemp</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="k">def</span> <span class="nf">tearDown</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">        <span class="kn">import</span> <span class="nn">shutil</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">        <span class="n">shutil</span><span class="o">.</span><span class="n">rmtree</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">temp_dir</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="k">def</span> <span class="nf">test_create_file</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">        <span class="n">file_path</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">temp_dir</span><span class="p">,</span> <span class="s2">&#34;test.txt&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">        <span class="n">create_file</span><span class="p">(</span><span class="n">file_path</span><span class="p">,</span> <span class="s2">&#34;content&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertTrue</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="n">file_path</span><span class="p">))</span></span></span></code></pre></div><h2 id="執行測試">執行測試</h2>
<h3 id="執行單一測試檔案">執行單一測試檔案</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="ln">1</span><span class="cl">python -m unittest tests/test_hook_io.py</span></span></code></pre></div><h3 id="執行單一測試類別">執行單一測試類別</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="ln">1</span><span class="cl">python -m unittest tests.test_hook_io.TestReadHookInput</span></span></code></pre></div><h3 id="執行單一測試方法">執行單一測試方法</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="ln">1</span><span class="cl">python -m unittest tests.test_hook_io.TestReadHookInput.test_valid_json_input</span></span></code></pre></div><h3 id="執行所有測試">執行所有測試</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="ln">1</span><span class="cl">python -m unittest discover -s tests -p <span class="s2">&#34;test_*.py&#34;</span></span></span></code></pre></div><h3 id="詳細輸出">詳細輸出</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="ln">1</span><span class="cl">python -m unittest -v tests/test_hook_io.py</span></span></code></pre></div><h2 id="測試組織">測試組織</h2>
<h3 id="目錄結構">目錄結構</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="ln"> 1</span><span class="cl">.claude/lib/
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">├── __init__.py
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">├── git_utils.py
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">├── hook_io.py
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">├── hook_logging.py
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">└── tests/
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    ├── __init__.py
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    ├── test_git_utils.py
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    ├── test_hook_io.py
</span></span><span class="line"><span class="ln">10</span><span class="cl">    └── test_hook_logging.py</span></span></code></pre></div><h3 id="命名慣例">命名慣例</h3>
<ul>
<li>測試檔案：<code>test_&lt;module&gt;.py</code></li>
<li>測試類別：<code>Test&lt;ClassName&gt;</code></li>
<li>測試方法：<code>test_&lt;behavior&gt;</code></li>
</ul>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># test_git_utils.py</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="k">class</span> <span class="nc">TestRunGitCommand</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="k">def</span> <span class="nf">test_successful_command_returns_true</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">        <span class="o">...</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">    <span class="k">def</span> <span class="nf">test_failed_command_returns_false</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">        <span class="o">...</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl">    <span class="k">def</span> <span class="nf">test_timeout_returns_error_message</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl">        <span class="o">...</span></span></span></code></pre></div><h2 id="最佳實踐">最佳實踐</h2>
<h3 id="1-一個測試驗證一件事">1. 一個測試驗證一件事</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="c1"># 好：每個測試只驗證一個行為</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="k">def</span> <span class="nf">test_valid_input_returns_true</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="n">result</span> <span class="o">=</span> <span class="n">validate</span><span class="p">(</span><span class="s2">&#34;valid&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="bp">self</span><span class="o">.</span><span class="n">assertTrue</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">
</span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="k">def</span> <span class="nf">test_invalid_input_returns_false</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="n">result</span> <span class="o">=</span> <span class="n">validate</span><span class="p">(</span><span class="s2">&#34;invalid&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="bp">self</span><span class="o">.</span><span class="n">assertFalse</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">
</span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="c1"># 不好：一個測試驗證多件事</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl"><span class="k">def</span> <span class="nf">test_validate</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="bp">self</span><span class="o">.</span><span class="n">assertTrue</span><span class="p">(</span><span class="n">validate</span><span class="p">(</span><span class="s2">&#34;valid&#34;</span><span class="p">))</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="bp">self</span><span class="o">.</span><span class="n">assertFalse</span><span class="p">(</span><span class="n">validate</span><span class="p">(</span><span class="s2">&#34;invalid&#34;</span><span class="p">))</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">    <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">validate</span><span class="p">(</span><span class="s2">&#34;&#34;</span><span class="p">),</span> <span class="kc">None</span><span class="p">)</span></span></span></code></pre></div><h3 id="2-使用描述性的測試名稱">2. 使用描述性的測試名稱</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 好：清楚說明測試內容</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="k">def</span> <span class="nf">test_empty_input_returns_empty_dict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="o">...</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">
</span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="c1"># 不好：模糊的名稱</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl"><span class="k">def</span> <span class="nf">test_input</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl">    <span class="o">...</span></span></span></code></pre></div><h3 id="3-使用-setup-避免重複">3. 使用 setUp 避免重複</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">class</span> <span class="nc">TestMarkdownChecker</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="k">def</span> <span class="nf">setUp</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">checker</span> <span class="o">=</span> <span class="n">MarkdownLinkChecker</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">test_content</span> <span class="o">=</span> <span class="s2">&#34;# Test</span><span class="se">\n</span><span class="s2">[link](/python/05-error-testing/unittest/file.md)&#34;</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="k">def</span> <span class="nf">test_check_valid_link</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">        <span class="c1"># 使用 setUp 中建立的物件</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">checker</span><span class="o">.</span><span class="n">check</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">test_content</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">        <span class="o">...</span></span></span></code></pre></div><h2 id="思考題">思考題</h2>
<ol>
<li><code>setUp</code> 和 <code>setUpClass</code> 有什麼區別？什麼時候用哪個？</li>
<li>為什麼測試方法必須以 <code>test_</code> 開頭？</li>
<li>如何測試一個需要讀取 stdin 的函式？</li>
</ol>
<h2 id="實作練習">實作練習</h2>
<ol>
<li>為 <code>get_current_branch()</code> 函式撰寫測試</li>
<li>測試一個會拋出異常的函式</li>
<li>使用 <code>unittest.skip</code> 暫時跳過某個測試</li>
</ol>
<hr>
<p><em>上一章：<a href="/blog/python/05-error-testing/exception/" data-link-title="5.1 異常處理策略" data-link-desc="何時捕獲、何時拋出">異常處理策略</a></em>
<em>下一章：<a href="/blog/python/05-error-testing/mock/" data-link-title="5.4 Mock 與測試隔離" data-link-desc="隔離外部依賴">Mock 與測試隔離</a></em></p>
]]></content:encoded></item><item><title>5.4 Mock 與測試隔離</title><link>https://tarrragon.github.io/blog/python/05-error-testing/mock/</link><pubDate>Tue, 20 Jan 2026 00:00:00 +0000</pubDate><guid>https://tarrragon.github.io/blog/python/05-error-testing/mock/</guid><description>&lt;p>當測試的程式碼依賴外部資源（檔案系統、網路、stdin/stdout）時，我們需要使用 Mock 來隔離這些依賴，確保測試的可靠性和速度。&lt;/p>
&lt;h2 id="為什麼需要-mock">為什麼需要 Mock？&lt;/h2>
&lt;h3 id="問題場景">問題場景&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">read_hook_input&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">dict&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;從 stdin 讀取 JSON 輸入&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">load&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">sys&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stdin&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">&lt;span class="c1"># 測試時如何提供 stdin？&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="使用-mock-解決">使用 Mock 解決&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">unittest.mock&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">patch&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">io&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">StringIO&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">test_read_hook_input&lt;/span>&lt;span class="p">():&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="n">json_input&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="s1">&amp;#39;{&amp;#34;key&amp;#34;: &amp;#34;value&amp;#34;}&amp;#39;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 用 StringIO 替換 sys.stdin&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;sys.stdin&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">StringIO&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">json_input&lt;/span>&lt;span class="p">)):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">read_hook_input&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="k">assert&lt;/span> &lt;span class="n">result&lt;/span> &lt;span class="o">==&lt;/span> &lt;span class="p">{&lt;/span>&lt;span class="s2">&amp;#34;key&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;value&amp;#34;&lt;/span>&lt;span class="p">}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="unittestmock-基礎">unittest.mock 基礎&lt;/h2>
&lt;h3 id="patch-裝飾器">patch 裝飾器&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">unittest.mock&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">patch&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestMyFunction&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl"> &lt;span class="nd">@patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;module.function_to_mock&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_something&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">mock_func&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">7&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">return_value&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="s2">&amp;#34;mocked result&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">8&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">my_function&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">9&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;expected&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="patch-上下文管理器">patch 上下文管理器&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">test_something&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;module.function&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">mock_func&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">return_value&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="s2">&amp;#34;mocked&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">my_function&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;expected&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="實際範例測試-hook-io">實際範例：測試 Hook IO&lt;/h2>
&lt;p>來自 &lt;code>.claude/lib/tests/test_hook_io.py&lt;/code>：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">json&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">unittest&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">io&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">StringIO&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">unittest.mock&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">patch&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">hook_io&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">read_hook_input&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">write_hook_output&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestReadHookInput&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試 read_hook_input 函式&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_valid_json_input&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試有效的 JSON 輸入&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="n">test_data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">{&lt;/span>&lt;span class="s2">&amp;#34;tool_name&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;Write&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;file_path&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;/test.txt&amp;#34;&lt;/span>&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl"> &lt;span class="n">json_input&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">dumps&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">test_data&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="c1"># Mock sys.stdin&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;sys.stdin&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">StringIO&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">json_input&lt;/span>&lt;span class="p">)):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">read_hook_input&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">21&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">test_data&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">22&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">23&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_invalid_json_returns_empty_dict&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">24&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試無效的 JSON&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">25&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;sys.stdin&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">StringIO&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;not valid json&amp;#34;&lt;/span>&lt;span class="p">)):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">26&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">read_hook_input&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">27&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">28&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="p">{})&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">29&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">30&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">31&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestWriteHookOutput&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">32&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試 write_hook_output 函式&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">33&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">34&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_output_json_format&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">35&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試輸出為有效的 JSON&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">36&lt;/span>&lt;span class="cl"> &lt;span class="n">test_data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">{&lt;/span>&lt;span class="s2">&amp;#34;decision&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;allow&amp;#34;&lt;/span>&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">37&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">38&lt;/span>&lt;span class="cl"> &lt;span class="c1"># Mock sys.stdout&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">39&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;sys.stdout&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">new_callable&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="n">StringIO&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">mock_stdout&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">40&lt;/span>&lt;span class="cl"> &lt;span class="n">write_hook_output&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">test_data&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">41&lt;/span>&lt;span class="cl"> &lt;span class="n">output&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">mock_stdout&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">getvalue&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">42&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">43&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 驗證輸出是有效的 JSON&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">44&lt;/span>&lt;span class="cl"> &lt;span class="n">parsed&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">loads&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">output&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">45&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">parsed&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="s2">&amp;#34;decision&amp;#34;&lt;/span>&lt;span class="p">],&lt;/span> &lt;span class="s2">&amp;#34;allow&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">46&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">47&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_chinese_preserved&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">48&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試中文字元被保留&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">49&lt;/span>&lt;span class="cl"> &lt;span class="n">test_data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">{&lt;/span>&lt;span class="s2">&amp;#34;message&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="s2">&amp;#34;你好&amp;#34;&lt;/span>&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">50&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">51&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;sys.stdout&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">new_callable&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="n">StringIO&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">mock_stdout&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">52&lt;/span>&lt;span class="cl"> &lt;span class="n">write_hook_output&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">test_data&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">ensure_ascii&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">False&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">53&lt;/span>&lt;span class="cl"> &lt;span class="n">output&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">mock_stdout&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">getvalue&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">54&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">55&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertIn&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;你好&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">output&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="mock-物件的設定">Mock 物件的設定&lt;/h2>
&lt;h3 id="return_value">return_value&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">unittest.mock&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">Mock&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">Mock&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">return_value&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="mi">42&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl">&lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">mock_func&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="c1"># 42&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="side_effect---動態返回值">side_effect - 動態返回值&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">unittest.mock&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">Mock&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">Mock&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">&lt;span class="c1"># 依序返回不同值&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">side_effect&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">[&lt;/span>&lt;span class="mi">1&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">2&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">3&lt;/span>&lt;span class="p">]&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="c1"># 1&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="c1"># 2&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="c1"># 3&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl">&lt;span class="c1"># 根據輸入返回不同值&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">side_effect_func&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">x&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">x&lt;/span> &lt;span class="o">*&lt;/span> &lt;span class="mi">2&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">side_effect&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">side_effect_func&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">5&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="c1"># 10&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="side_effect---拋出異常">side_effect - 拋出異常&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">unittest.mock&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">Mock&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">Mock&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">side_effect&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="ne">ValueError&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;Error!&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">6&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="c1"># 拋出 ValueError&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="驗證-mock-被呼叫">驗證 Mock 被呼叫&lt;/h2>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">unittest.mock&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">Mock&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">call&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">Mock&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">&lt;span class="c1"># 呼叫 mock&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">1&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">2&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">key&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s2">&amp;#34;value&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">3&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">4&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">&lt;span class="c1"># 驗證呼叫&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assert_called&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="c1"># 被呼叫過&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assert_called_once&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="c1"># 只被呼叫一次（這會失敗）&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assert_called_with&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">3&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">4&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="c1"># 最後一次呼叫的參數&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl">&lt;span class="c1"># 檢查所有呼叫&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl">&lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assert_has_calls&lt;/span>&lt;span class="p">([&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="n">call&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">1&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">2&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">key&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s2">&amp;#34;value&amp;#34;&lt;/span>&lt;span class="p">),&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="n">call&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">3&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">4&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl">&lt;span class="p">])&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl">&lt;span class="c1"># 呼叫次數&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">21&lt;/span>&lt;span class="cl">&lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">mock_func&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">call_count&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">2&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="實際範例測試-git-工具">實際範例：測試 Git 工具&lt;/h2>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">unittest&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">unittest.mock&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">patch&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">Mock&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">git_utils&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">run_git_command&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">get_current_branch&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="k">class&lt;/span> &lt;span class="nc">TestRunGitCommand&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">unittest&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TestCase&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="nd">@patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;subprocess.run&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_successful_command&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">mock_run&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試成功的 git 命令&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 設定 mock 返回值&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">Mock&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">returncode&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="mi">0&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stdout&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="s2">&amp;#34;main&lt;/span>&lt;span class="se">\n&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stderr&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="s2">&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_run&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">return_value&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">mock_result&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">output&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">run_git_command&lt;/span>&lt;span class="p">([&lt;/span>&lt;span class="s2">&amp;#34;branch&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;--show-current&amp;#34;&lt;/span>&lt;span class="p">])&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">21&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertTrue&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">success&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">22&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">output&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;main&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">23&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">24&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 驗證 subprocess.run 被正確呼叫&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">25&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_run&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assert_called_once&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">26&lt;/span>&lt;span class="cl"> &lt;span class="n">call_args&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">mock_run&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">call_args&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">27&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertEqual&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">call_args&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="mi">0&lt;/span>&lt;span class="p">][&lt;/span>&lt;span class="mi">0&lt;/span>&lt;span class="p">],&lt;/span> &lt;span class="p">[&lt;/span>&lt;span class="s2">&amp;#34;git&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;branch&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;--show-current&amp;#34;&lt;/span>&lt;span class="p">])&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">28&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">29&lt;/span>&lt;span class="cl"> &lt;span class="nd">@patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;subprocess.run&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">30&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_failed_command&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">mock_run&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">31&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試失敗的 git 命令&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">32&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">Mock&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">33&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">returncode&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="mi">1&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">34&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stdout&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="s2">&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">35&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_result&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stderr&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="s2">&amp;#34;fatal: not a git repository&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">36&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_run&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">return_value&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">mock_result&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">37&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">38&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">output&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">run_git_command&lt;/span>&lt;span class="p">([&lt;/span>&lt;span class="s2">&amp;#34;status&amp;#34;&lt;/span>&lt;span class="p">])&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">39&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">40&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertFalse&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">success&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">41&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertIn&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;not a git repository&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">output&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">42&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">43&lt;/span>&lt;span class="cl"> &lt;span class="nd">@patch&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;subprocess.run&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">44&lt;/span>&lt;span class="cl"> &lt;span class="k">def&lt;/span> &lt;span class="nf">test_timeout&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">mock_run&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">45&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;測試命令超時&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">46&lt;/span>&lt;span class="cl"> &lt;span class="kn">import&lt;/span> &lt;span class="nn">subprocess&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">47&lt;/span>&lt;span class="cl"> &lt;span class="n">mock_run&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">side_effect&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">subprocess&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">TimeoutExpired&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;git&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">10&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">48&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">49&lt;/span>&lt;span class="cl"> &lt;span class="n">success&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">output&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">run_git_command&lt;/span>&lt;span class="p">([&lt;/span>&lt;span class="s2">&amp;#34;status&amp;#34;&lt;/span>&lt;span class="p">],&lt;/span> &lt;span class="n">timeout&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="mi">10&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">50&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">51&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertFalse&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">success&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">52&lt;/span>&lt;span class="cl"> &lt;span class="bp">self&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">assertIn&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;timed out&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">output&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="magicmock">MagicMock&lt;/h2>
&lt;p>&lt;code>MagicMock&lt;/code> 自動支援魔術方法：&lt;/p></description><content:encoded><![CDATA[<p>當測試的程式碼依賴外部資源（檔案系統、網路、stdin/stdout）時，我們需要使用 Mock 來隔離這些依賴，確保測試的可靠性和速度。</p>
<h2 id="為什麼需要-mock">為什麼需要 Mock？</h2>
<h3 id="問題場景">問題場景</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">read_hook_input</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;從 stdin 讀取 JSON 輸入&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="k">return</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">sys</span><span class="o">.</span><span class="n">stdin</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">
</span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="c1"># 測試時如何提供 stdin？</span></span></span></code></pre></div><h3 id="使用-mock-解決">使用 Mock 解決</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">patch</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">from</span> <span class="nn">io</span> <span class="kn">import</span> <span class="n">StringIO</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="k">def</span> <span class="nf">test_read_hook_input</span><span class="p">():</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="n">json_input</span> <span class="o">=</span> <span class="s1">&#39;{&#34;key&#34;: &#34;value&#34;}&#39;</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="c1"># 用 StringIO 替換 sys.stdin</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;sys.stdin&#34;</span><span class="p">,</span> <span class="n">StringIO</span><span class="p">(</span><span class="n">json_input</span><span class="p">)):</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="n">read_hook_input</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="k">assert</span> <span class="n">result</span> <span class="o">==</span> <span class="p">{</span><span class="s2">&#34;key&#34;</span><span class="p">:</span> <span class="s2">&#34;value&#34;</span><span class="p">}</span></span></span></code></pre></div><h2 id="unittestmock-基礎">unittest.mock 基礎</h2>
<h3 id="patch-裝飾器">patch 裝飾器</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">patch</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="k">class</span> <span class="nc">TestMyFunction</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">
</span></span><span class="line"><span class="ln">5</span><span class="cl">    <span class="nd">@patch</span><span class="p">(</span><span class="s2">&#34;module.function_to_mock&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">    <span class="k">def</span> <span class="nf">test_something</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">mock_func</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl">        <span class="n">mock_func</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="s2">&#34;mocked result&#34;</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="n">my_function</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">9</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s2">&#34;expected&#34;</span><span class="p">)</span></span></span></code></pre></div><h3 id="patch-上下文管理器">patch 上下文管理器</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">test_something</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;module.function&#34;</span><span class="p">)</span> <span class="k">as</span> <span class="n">mock_func</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">        <span class="n">mock_func</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="s2">&#34;mocked&#34;</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="n">my_function</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s2">&#34;expected&#34;</span><span class="p">)</span></span></span></code></pre></div><h2 id="實際範例測試-hook-io">實際範例：測試 Hook IO</h2>
<p>來自 <code>.claude/lib/tests/test_hook_io.py</code>：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">import</span> <span class="nn">json</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">import</span> <span class="nn">unittest</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="kn">from</span> <span class="nn">io</span> <span class="kn">import</span> <span class="n">StringIO</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">patch</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">
</span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="kn">from</span> <span class="nn">hook_io</span> <span class="kn">import</span> <span class="n">read_hook_input</span><span class="p">,</span> <span class="n">write_hook_output</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">
</span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="k">class</span> <span class="nc">TestReadHookInput</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="s2">&#34;&#34;&#34;測試 read_hook_input 函式&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="k">def</span> <span class="nf">test_valid_json_input</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試有效的 JSON 輸入&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">        <span class="n">test_data</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;tool_name&#34;</span><span class="p">:</span> <span class="s2">&#34;Write&#34;</span><span class="p">,</span> <span class="s2">&#34;file_path&#34;</span><span class="p">:</span> <span class="s2">&#34;/test.txt&#34;</span><span class="p">}</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">        <span class="n">json_input</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="n">test_data</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">
</span></span><span class="line"><span class="ln">17</span><span class="cl">        <span class="c1"># Mock sys.stdin</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">        <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;sys.stdin&#34;</span><span class="p">,</span> <span class="n">StringIO</span><span class="p">(</span><span class="n">json_input</span><span class="p">)):</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">            <span class="n">result</span> <span class="o">=</span> <span class="n">read_hook_input</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">20</span><span class="cl">
</span></span><span class="line"><span class="ln">21</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="n">test_data</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">22</span><span class="cl">
</span></span><span class="line"><span class="ln">23</span><span class="cl">    <span class="k">def</span> <span class="nf">test_invalid_json_returns_empty_dict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">24</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試無效的 JSON&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">25</span><span class="cl">        <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;sys.stdin&#34;</span><span class="p">,</span> <span class="n">StringIO</span><span class="p">(</span><span class="s2">&#34;not valid json&#34;</span><span class="p">)):</span>
</span></span><span class="line"><span class="ln">26</span><span class="cl">            <span class="n">result</span> <span class="o">=</span> <span class="n">read_hook_input</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">27</span><span class="cl">
</span></span><span class="line"><span class="ln">28</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="p">{})</span>
</span></span><span class="line"><span class="ln">29</span><span class="cl">
</span></span><span class="line"><span class="ln">30</span><span class="cl">
</span></span><span class="line"><span class="ln">31</span><span class="cl"><span class="k">class</span> <span class="nc">TestWriteHookOutput</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">32</span><span class="cl">    <span class="s2">&#34;&#34;&#34;測試 write_hook_output 函式&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">33</span><span class="cl">
</span></span><span class="line"><span class="ln">34</span><span class="cl">    <span class="k">def</span> <span class="nf">test_output_json_format</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">35</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試輸出為有效的 JSON&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">36</span><span class="cl">        <span class="n">test_data</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;decision&#34;</span><span class="p">:</span> <span class="s2">&#34;allow&#34;</span><span class="p">}</span>
</span></span><span class="line"><span class="ln">37</span><span class="cl">
</span></span><span class="line"><span class="ln">38</span><span class="cl">        <span class="c1"># Mock sys.stdout</span>
</span></span><span class="line"><span class="ln">39</span><span class="cl">        <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;sys.stdout&#34;</span><span class="p">,</span> <span class="n">new_callable</span><span class="o">=</span><span class="n">StringIO</span><span class="p">)</span> <span class="k">as</span> <span class="n">mock_stdout</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">40</span><span class="cl">            <span class="n">write_hook_output</span><span class="p">(</span><span class="n">test_data</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">41</span><span class="cl">            <span class="n">output</span> <span class="o">=</span> <span class="n">mock_stdout</span><span class="o">.</span><span class="n">getvalue</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">42</span><span class="cl">
</span></span><span class="line"><span class="ln">43</span><span class="cl">        <span class="c1"># 驗證輸出是有效的 JSON</span>
</span></span><span class="line"><span class="ln">44</span><span class="cl">        <span class="n">parsed</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">output</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">45</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">parsed</span><span class="p">[</span><span class="s2">&#34;decision&#34;</span><span class="p">],</span> <span class="s2">&#34;allow&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">46</span><span class="cl">
</span></span><span class="line"><span class="ln">47</span><span class="cl">    <span class="k">def</span> <span class="nf">test_chinese_preserved</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">48</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試中文字元被保留&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">49</span><span class="cl">        <span class="n">test_data</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;message&#34;</span><span class="p">:</span> <span class="s2">&#34;你好&#34;</span><span class="p">}</span>
</span></span><span class="line"><span class="ln">50</span><span class="cl">
</span></span><span class="line"><span class="ln">51</span><span class="cl">        <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;sys.stdout&#34;</span><span class="p">,</span> <span class="n">new_callable</span><span class="o">=</span><span class="n">StringIO</span><span class="p">)</span> <span class="k">as</span> <span class="n">mock_stdout</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">52</span><span class="cl">            <span class="n">write_hook_output</span><span class="p">(</span><span class="n">test_data</span><span class="p">,</span> <span class="n">ensure_ascii</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">53</span><span class="cl">            <span class="n">output</span> <span class="o">=</span> <span class="n">mock_stdout</span><span class="o">.</span><span class="n">getvalue</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">54</span><span class="cl">
</span></span><span class="line"><span class="ln">55</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertIn</span><span class="p">(</span><span class="s2">&#34;你好&#34;</span><span class="p">,</span> <span class="n">output</span><span class="p">)</span></span></span></code></pre></div><h2 id="mock-物件的設定">Mock 物件的設定</h2>
<h3 id="return_value">return_value</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">Mock</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="n">mock_func</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="n">mock_func</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="mi">42</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">
</span></span><span class="line"><span class="ln">6</span><span class="cl"><span class="n">result</span> <span class="o">=</span> <span class="n">mock_func</span><span class="p">()</span>  <span class="c1"># 42</span></span></span></code></pre></div><h3 id="side_effect---動態返回值">side_effect - 動態返回值</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">Mock</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">
</span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="n">mock_func</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">
</span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="c1"># 依序返回不同值</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="n">mock_func</span><span class="o">.</span><span class="n">side_effect</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="n">mock_func</span><span class="p">()</span>  <span class="c1"># 1</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="n">mock_func</span><span class="p">()</span>  <span class="c1"># 2</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="n">mock_func</span><span class="p">()</span>  <span class="c1"># 3</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">
</span></span><span class="line"><span class="ln">11</span><span class="cl"><span class="c1"># 根據輸入返回不同值</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl"><span class="k">def</span> <span class="nf">side_effect_func</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="k">return</span> <span class="n">x</span> <span class="o">*</span> <span class="mi">2</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">
</span></span><span class="line"><span class="ln">15</span><span class="cl"><span class="n">mock_func</span><span class="o">.</span><span class="n">side_effect</span> <span class="o">=</span> <span class="n">side_effect_func</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl"><span class="n">mock_func</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>  <span class="c1"># 10</span></span></span></code></pre></div><h3 id="side_effect---拋出異常">side_effect - 拋出異常</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">Mock</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="n">mock_func</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="n">mock_func</span><span class="o">.</span><span class="n">side_effect</span> <span class="o">=</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&#34;Error!&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">
</span></span><span class="line"><span class="ln">6</span><span class="cl"><span class="n">mock_func</span><span class="p">()</span>  <span class="c1"># 拋出 ValueError</span></span></span></code></pre></div><h2 id="驗證-mock-被呼叫">驗證 Mock 被呼叫</h2>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">Mock</span><span class="p">,</span> <span class="n">call</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">
</span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="n">mock_func</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">
</span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="c1"># 呼叫 mock</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="n">mock_func</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="s2">&#34;value&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="n">mock_func</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">
</span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="c1"># 驗證呼叫</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="n">mock_func</span><span class="o">.</span><span class="n">assert_called</span><span class="p">()</span>              <span class="c1"># 被呼叫過</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl"><span class="n">mock_func</span><span class="o">.</span><span class="n">assert_called_once</span><span class="p">()</span>         <span class="c1"># 只被呼叫一次（這會失敗）</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl"><span class="n">mock_func</span><span class="o">.</span><span class="n">assert_called_with</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>     <span class="c1"># 最後一次呼叫的參數</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">
</span></span><span class="line"><span class="ln">14</span><span class="cl"><span class="c1"># 檢查所有呼叫</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl"><span class="n">mock_func</span><span class="o">.</span><span class="n">assert_has_calls</span><span class="p">([</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">    <span class="n">call</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="s2">&#34;value&#34;</span><span class="p">),</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">    <span class="n">call</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl"><span class="p">])</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">
</span></span><span class="line"><span class="ln">20</span><span class="cl"><span class="c1"># 呼叫次數</span>
</span></span><span class="line"><span class="ln">21</span><span class="cl"><span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">mock_func</span><span class="o">.</span><span class="n">call_count</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span></span></span></code></pre></div><h2 id="實際範例測試-git-工具">實際範例：測試 Git 工具</h2>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="kn">import</span> <span class="nn">unittest</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">patch</span><span class="p">,</span> <span class="n">Mock</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="kn">from</span> <span class="nn">git_utils</span> <span class="kn">import</span> <span class="n">run_git_command</span><span class="p">,</span> <span class="n">get_current_branch</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="k">class</span> <span class="nc">TestRunGitCommand</span><span class="p">(</span><span class="n">unittest</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="nd">@patch</span><span class="p">(</span><span class="s2">&#34;subprocess.run&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="k">def</span> <span class="nf">test_successful_command</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">mock_run</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試成功的 git 命令&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">        <span class="c1"># 設定 mock 返回值</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">        <span class="n">mock_result</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">        <span class="n">mock_result</span><span class="o">.</span><span class="n">returncode</span> <span class="o">=</span> <span class="mi">0</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">        <span class="n">mock_result</span><span class="o">.</span><span class="n">stdout</span> <span class="o">=</span> <span class="s2">&#34;main</span><span class="se">\n</span><span class="s2">&#34;</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="n">mock_result</span><span class="o">.</span><span class="n">stderr</span> <span class="o">=</span> <span class="s2">&#34;&#34;</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">        <span class="n">mock_run</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="n">mock_result</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">
</span></span><span class="line"><span class="ln">19</span><span class="cl">        <span class="n">success</span><span class="p">,</span> <span class="n">output</span> <span class="o">=</span> <span class="n">run_git_command</span><span class="p">([</span><span class="s2">&#34;branch&#34;</span><span class="p">,</span> <span class="s2">&#34;--show-current&#34;</span><span class="p">])</span>
</span></span><span class="line"><span class="ln">20</span><span class="cl">
</span></span><span class="line"><span class="ln">21</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertTrue</span><span class="p">(</span><span class="n">success</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">22</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">output</span><span class="p">,</span> <span class="s2">&#34;main&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">23</span><span class="cl">
</span></span><span class="line"><span class="ln">24</span><span class="cl">        <span class="c1"># 驗證 subprocess.run 被正確呼叫</span>
</span></span><span class="line"><span class="ln">25</span><span class="cl">        <span class="n">mock_run</span><span class="o">.</span><span class="n">assert_called_once</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">26</span><span class="cl">        <span class="n">call_args</span> <span class="o">=</span> <span class="n">mock_run</span><span class="o">.</span><span class="n">call_args</span>
</span></span><span class="line"><span class="ln">27</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">call_args</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="s2">&#34;git&#34;</span><span class="p">,</span> <span class="s2">&#34;branch&#34;</span><span class="p">,</span> <span class="s2">&#34;--show-current&#34;</span><span class="p">])</span>
</span></span><span class="line"><span class="ln">28</span><span class="cl">
</span></span><span class="line"><span class="ln">29</span><span class="cl">    <span class="nd">@patch</span><span class="p">(</span><span class="s2">&#34;subprocess.run&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">30</span><span class="cl">    <span class="k">def</span> <span class="nf">test_failed_command</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">mock_run</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">31</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試失敗的 git 命令&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">32</span><span class="cl">        <span class="n">mock_result</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">33</span><span class="cl">        <span class="n">mock_result</span><span class="o">.</span><span class="n">returncode</span> <span class="o">=</span> <span class="mi">1</span>
</span></span><span class="line"><span class="ln">34</span><span class="cl">        <span class="n">mock_result</span><span class="o">.</span><span class="n">stdout</span> <span class="o">=</span> <span class="s2">&#34;&#34;</span>
</span></span><span class="line"><span class="ln">35</span><span class="cl">        <span class="n">mock_result</span><span class="o">.</span><span class="n">stderr</span> <span class="o">=</span> <span class="s2">&#34;fatal: not a git repository&#34;</span>
</span></span><span class="line"><span class="ln">36</span><span class="cl">        <span class="n">mock_run</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="n">mock_result</span>
</span></span><span class="line"><span class="ln">37</span><span class="cl">
</span></span><span class="line"><span class="ln">38</span><span class="cl">        <span class="n">success</span><span class="p">,</span> <span class="n">output</span> <span class="o">=</span> <span class="n">run_git_command</span><span class="p">([</span><span class="s2">&#34;status&#34;</span><span class="p">])</span>
</span></span><span class="line"><span class="ln">39</span><span class="cl">
</span></span><span class="line"><span class="ln">40</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertFalse</span><span class="p">(</span><span class="n">success</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">41</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertIn</span><span class="p">(</span><span class="s2">&#34;not a git repository&#34;</span><span class="p">,</span> <span class="n">output</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">42</span><span class="cl">
</span></span><span class="line"><span class="ln">43</span><span class="cl">    <span class="nd">@patch</span><span class="p">(</span><span class="s2">&#34;subprocess.run&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">44</span><span class="cl">    <span class="k">def</span> <span class="nf">test_timeout</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">mock_run</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">45</span><span class="cl">        <span class="s2">&#34;&#34;&#34;測試命令超時&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">46</span><span class="cl">        <span class="kn">import</span> <span class="nn">subprocess</span>
</span></span><span class="line"><span class="ln">47</span><span class="cl">        <span class="n">mock_run</span><span class="o">.</span><span class="n">side_effect</span> <span class="o">=</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">TimeoutExpired</span><span class="p">(</span><span class="s2">&#34;git&#34;</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">48</span><span class="cl">
</span></span><span class="line"><span class="ln">49</span><span class="cl">        <span class="n">success</span><span class="p">,</span> <span class="n">output</span> <span class="o">=</span> <span class="n">run_git_command</span><span class="p">([</span><span class="s2">&#34;status&#34;</span><span class="p">],</span> <span class="n">timeout</span><span class="o">=</span><span class="mi">10</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">50</span><span class="cl">
</span></span><span class="line"><span class="ln">51</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertFalse</span><span class="p">(</span><span class="n">success</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">52</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertIn</span><span class="p">(</span><span class="s2">&#34;timed out&#34;</span><span class="p">,</span> <span class="n">output</span><span class="p">)</span></span></span></code></pre></div><h2 id="magicmock">MagicMock</h2>
<p><code>MagicMock</code> 自動支援魔術方法：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">MagicMock</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="n">mock</span> <span class="o">=</span> <span class="n">MagicMock</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">
</span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="c1"># 自動支援各種操作</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl"><span class="n">mock</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>          <span class="c1"># 不會報錯</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl"><span class="n">mock</span><span class="o">.</span><span class="n">anything</span><span class="p">()</span>  <span class="c1"># 返回另一個 MagicMock</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl"><span class="nb">len</span><span class="p">(</span><span class="n">mock</span><span class="p">)</span>        <span class="c1"># 返回預設值</span>
</span></span><span class="line"><span class="ln">9</span><span class="cl"><span class="nb">str</span><span class="p">(</span><span class="n">mock</span><span class="p">)</span>        <span class="c1"># 返回字串</span></span></span></code></pre></div><h2 id="測試檔案操作">測試檔案操作</h2>
<h3 id="使用-mock_open">使用 mock_open</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">patch</span><span class="p">,</span> <span class="n">mock_open</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="k">def</span> <span class="nf">test_read_config</span><span class="p">():</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="n">config_content</span> <span class="o">=</span> <span class="s1">&#39;{&#34;key&#34;: &#34;value&#34;}&#39;</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">
</span></span><span class="line"><span class="ln">6</span><span class="cl">    <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;builtins.open&#34;</span><span class="p">,</span> <span class="n">mock_open</span><span class="p">(</span><span class="n">read_data</span><span class="o">=</span><span class="n">config_content</span><span class="p">)):</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="n">load_config</span><span class="p">(</span><span class="s2">&#34;config.json&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl">
</span></span><span class="line"><span class="ln">9</span><span class="cl">    <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">result</span><span class="p">[</span><span class="s2">&#34;key&#34;</span><span class="p">],</span> <span class="s2">&#34;value&#34;</span><span class="p">)</span></span></span></code></pre></div><h3 id="測試-path-物件">測試 Path 物件</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">patch</span><span class="p">,</span> <span class="n">Mock</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="k">def</span> <span class="nf">test_check_file_exists</span><span class="p">():</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;pathlib.Path.exists&#34;</span><span class="p">)</span> <span class="k">as</span> <span class="n">mock_exists</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">        <span class="n">mock_exists</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="kc">True</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">
</span></span><span class="line"><span class="ln">7</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="n">check_file_exists</span><span class="p">(</span><span class="s2">&#34;/some/path&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl">
</span></span><span class="line"><span class="ln">9</span><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">assertTrue</span><span class="p">(</span><span class="n">result</span><span class="p">)</span></span></span></code></pre></div><h2 id="patch-的位置">patch 的位置</h2>
<p><strong>重要</strong>：patch 的目標是模組匯入的位置，而非定義的位置。</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="c1"># module_a.py</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">from</span> <span class="nn">os</span> <span class="kn">import</span> <span class="n">getcwd</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="k">def</span> <span class="nf">my_function</span><span class="p">():</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="k">return</span> <span class="n">getcwd</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="c1"># test_module_a.py</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="c1"># 正確：patch 匯入的位置</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="nd">@patch</span><span class="p">(</span><span class="s2">&#34;module_a.getcwd&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="k">def</span> <span class="nf">test_my_function</span><span class="p">(</span><span class="n">mock_getcwd</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="o">...</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">
</span></span><span class="line"><span class="ln">13</span><span class="cl"><span class="c1"># 錯誤：patch 定義的位置</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl"><span class="nd">@patch</span><span class="p">(</span><span class="s2">&#34;os.getcwd&#34;</span><span class="p">)</span>  <span class="c1"># 不會生效！</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl"><span class="k">def</span> <span class="nf">test_my_function</span><span class="p">(</span><span class="n">mock_getcwd</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">    <span class="o">...</span></span></span></code></pre></div><h2 id="最佳實踐">最佳實踐</h2>
<h3 id="1-只-mock-外部依賴">1. 只 Mock 外部依賴</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 好：Mock 外部系統</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="nd">@patch</span><span class="p">(</span><span class="s2">&#34;subprocess.run&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="k">def</span> <span class="nf">test_git_command</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">mock_run</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="o">...</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">
</span></span><span class="line"><span class="ln">6</span><span class="cl"><span class="c1"># 不好：Mock 內部邏輯</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl"><span class="nd">@patch</span><span class="p">(</span><span class="s2">&#34;my_module.internal_helper&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">8</span><span class="cl"><span class="k">def</span> <span class="nf">test_my_function</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">mock_helper</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">9</span><span class="cl">    <span class="o">...</span>  <span class="c1"># 過度 mock 會讓測試變脆弱</span></span></span></code></pre></div><h3 id="2-使用-autospec">2. 使用 autospec</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="kn">from</span> <span class="nn">unittest.mock</span> <span class="kn">import</span> <span class="n">patch</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="c1"># autospec 確保 mock 的簽名與原函式相同</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="nd">@patch</span><span class="p">(</span><span class="s2">&#34;module.function&#34;</span><span class="p">,</span> <span class="n">autospec</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="k">def</span> <span class="nf">test_something</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">mock_func</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">    <span class="c1"># 如果呼叫簽名錯誤會報錯</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl">    <span class="n">mock_func</span><span class="p">(</span><span class="s2">&#34;wrong&#34;</span><span class="p">,</span> <span class="s2">&#34;args&#34;</span><span class="p">)</span>  <span class="c1"># 可能報錯</span></span></span></code></pre></div><h3 id="3-清理-mock">3. 清理 Mock</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">setUp</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="bp">self</span><span class="o">.</span><span class="n">patcher</span> <span class="o">=</span> <span class="n">patch</span><span class="p">(</span><span class="s2">&#34;module.function&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="bp">self</span><span class="o">.</span><span class="n">mock_func</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">patcher</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">
</span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="k">def</span> <span class="nf">tearDown</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">    <span class="bp">self</span><span class="o">.</span><span class="n">patcher</span><span class="o">.</span><span class="n">stop</span><span class="p">()</span>  <span class="c1"># 確保清理</span></span></span></code></pre></div><h2 id="思考題">思考題</h2>
<ol>
<li>patch 的目標為什麼是匯入位置而非定義位置？</li>
<li><code>Mock</code> 和 <code>MagicMock</code> 有什麼區別？</li>
<li>什麼時候應該使用 <code>autospec=True</code>？</li>
</ol>
<h2 id="實作練習">實作練習</h2>
<ol>
<li>為 <code>get_current_branch()</code> 撰寫使用 Mock 的測試</li>
<li>測試一個讀取檔案的函式，使用 <code>mock_open</code></li>
<li>測試一個會拋出異常的外部呼叫，使用 <code>side_effect</code></li>
</ol>
<hr>
<p><em>上一章：<a href="/blog/python/05-error-testing/unittest/" data-link-title="5.3 unittest 基礎" data-link-desc="撰寫第一個單元測試">unittest 基礎</a></em>
<em>下一模組：<a href="/blog/python/04-oop/" data-link-title="模組四：物件導向設計" data-link-desc="Python 的物件導向設計與設計模式">物件導向設計</a></em></p>
]]></content:encoded></item><item><title>5.5 頂層例外處理機制</title><link>https://tarrragon.github.io/blog/python/05-error-testing/error-infrastructure/</link><pubDate>Wed, 04 Mar 2026 00:00:00 +0000</pubDate><guid>https://tarrragon.github.io/blog/python/05-error-testing/error-infrastructure/</guid><description>&lt;p>前面的章節介紹了異常處理的基本語法和 &lt;code>(bool, str)&lt;/code> 返回值模式。本章進入實務層面：當你有 44 個 Hook 腳本，每個都可能在不同地方失敗時，如何建立一套&lt;strong>統一的錯誤基礎設施&lt;/strong>？&lt;/p>
&lt;p>這是 W22-W25 開發週期中建立的機制，解決的核心問題是：&lt;/p>
&lt;blockquote>
&lt;p>Hook 失敗時，錯誤不能靜默消失，也不能讓整個工作流程崩潰。&lt;/p>&lt;/blockquote>
&lt;h2 id="問題44-個-hook44-種錯誤處理方式">問題：44 個 Hook，44 種錯誤處理方式&lt;/h2>
&lt;p>在統一之前，每個 Hook 腳本各自處理例外：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="c1"># hook_a.py — 用 try-except 包整個 main&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">():&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="n">do_work&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="ne">Exception&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">e&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="nb">print&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="sa">f&lt;/span>&lt;span class="s2">&amp;#34;Error: &lt;/span>&lt;span class="si">{&lt;/span>&lt;span class="n">e&lt;/span>&lt;span class="si">}&lt;/span>&lt;span class="s2">&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="n">sys&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">exit&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">1&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">&lt;span class="c1"># hook_b.py — 完全沒有錯誤處理&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">():&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="n">do_work&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="c1"># 任何異常直接讓腳本 crash&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl">&lt;span class="c1"># hook_c.py — 錯誤寫到檔案但用戶看不到&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">():&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="n">do_work&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="ne">Exception&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">e&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl"> &lt;span class="k">with&lt;/span> &lt;span class="nb">open&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;error.log&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;a&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="k">as&lt;/span> &lt;span class="n">f&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl"> &lt;span class="n">f&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">write&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="nb">str&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">e&lt;/span>&lt;span class="p">))&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 用戶完全不知道出錯了&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>這造成三個問題：&lt;/p>
&lt;ol>
&lt;li>&lt;strong>行為不一致&lt;/strong>：有的 Hook 失敗會中斷流程，有的靜默吞掉&lt;/li>
&lt;li>&lt;strong>重複程式碼&lt;/strong>：每個 Hook 各寫一套 try-except&lt;/li>
&lt;li>&lt;strong>錯誤不可見&lt;/strong>：某些 Hook 靜默失敗了好幾個 session 才被發現&lt;/li>
&lt;/ol>
&lt;h2 id="解決方案run_hook_safely">解決方案：&lt;code>run_hook_safely&lt;/code>&lt;/h2>
&lt;p>&lt;code>hook_utils.py&lt;/code> 提供了一個&lt;strong>頂層例外處理器&lt;/strong>，所有 Hook 統一使用：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">run_hook_safely&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">main_func&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="n">Callable&lt;/span>&lt;span class="p">[[],&lt;/span> &lt;span class="nb">int&lt;/span>&lt;span class="p">],&lt;/span> &lt;span class="n">hook_name&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">int&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;安全執行 Hook 函式，頂層例外處理
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="s2">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="s2"> Args:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">&lt;span class="s2"> main_func: Hook 主入口函式，必須返回 int
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="s2"> hook_name: Hook 識別名稱
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="s2">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">&lt;span class="s2"> Returns:
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">&lt;span class="s2"> int: main_func 的返回值（正常），或 1（異常）
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">&lt;span class="s2"> &amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="n">logger&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">setup_hook_logging&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">hook_name&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="n">exit_code&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">main_func&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 驗證返回值是整數&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="nb">isinstance&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">exit_code&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">int&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl"> &lt;span class="n">exit_code&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="nb">int&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">exit_code&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="p">(&lt;/span>&lt;span class="ne">ValueError&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="ne">TypeError&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl"> &lt;span class="n">exit_code&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="mi">0&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">21&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">exit_code&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">22&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="p">(&lt;/span>&lt;span class="ne">KeyboardInterrupt&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="ne">SystemExit&lt;/span>&lt;span class="p">):&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">23&lt;/span>&lt;span class="cl"> &lt;span class="k">raise&lt;/span> &lt;span class="c1"># 這兩個不攔截&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">24&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="ne">Exception&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">25&lt;/span>&lt;span class="cl"> &lt;span class="n">tb_str&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">traceback&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">format_exc&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">26&lt;/span>&lt;span class="cl"> &lt;span class="n">_log_exception&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">logger&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">hook_name&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">tb_str&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">27&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">EXIT_ERROR&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="每個-hook-的使用方式">每個 Hook 的使用方式&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="ch">#!/usr/bin/env python3&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="kn">import&lt;/span> &lt;span class="nn">sys&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">&lt;span class="n">sys&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">path&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">insert&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">0&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">Path&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="vm">__file__&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">parent&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">parent&lt;/span> &lt;span class="o">/&lt;/span> &lt;span class="s2">&amp;#34;lib&amp;#34;&lt;/span>&lt;span class="p">))&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">&lt;span class="kn">from&lt;/span> &lt;span class="nn">hook_utils&lt;/span> &lt;span class="kn">import&lt;/span> &lt;span class="n">run_hook_safely&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">int&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 專注於業務邏輯，不需要處理頂層例外&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="n">data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">load&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">sys&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">stdin&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">validate&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">data&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="nb">print&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">json&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">dumps&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">))&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="mi">0&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl">&lt;span class="k">if&lt;/span> &lt;span class="vm">__name__&lt;/span> &lt;span class="o">==&lt;/span> &lt;span class="s2">&amp;#34;__main__&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="n">sys&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">exit&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">run_hook_safely&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">main&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;my-hook-name&amp;#34;&lt;/span>&lt;span class="p">))&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h2 id="設計解析">設計解析&lt;/h2>
&lt;h3 id="為什麼用-callable-包裝">為什麼用 Callable 包裝？&lt;/h3>
&lt;p>&lt;code>run_hook_safely&lt;/code> 接收一個&lt;strong>函式&lt;/strong>，而不是直接包裝程式碼區塊。這個設計有三個好處：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 方式 A：直接包裝（不採用）&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">&lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 所有程式碼放在這裡&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="n">data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">read_input&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">process&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">data&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="n">output&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">&lt;span class="k">except&lt;/span> &lt;span class="ne">Exception&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="n">handle_error&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl">&lt;span class="c1"># 方式 B：函式包裝（採用）&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="nb">int&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="n">data&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">read_input&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="n">result&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">process&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">data&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="n">output&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">result&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="mi">0&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl">&lt;span class="n">run_hook_safely&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">main&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;hook-name&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;table>
 &lt;thead>
 &lt;tr>
 &lt;th>比較&lt;/th>
 &lt;th>方式 A&lt;/th>
 &lt;th>方式 B&lt;/th>
 &lt;/tr>
 &lt;/thead>
 &lt;tbody>
 &lt;tr>
 &lt;td>可重用性&lt;/td>
 &lt;td>每個 Hook 各寫一次&lt;/td>
 &lt;td>&lt;code>run_hook_safely&lt;/code> 寫一次，所有 Hook 共用&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>測試性&lt;/td>
 &lt;td>無法單獨測試錯誤處理&lt;/td>
 &lt;td>可以測試 &lt;code>run_hook_safely&lt;/code> 的行為&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>關注點分離&lt;/td>
 &lt;td>業務邏輯和錯誤處理混在一起&lt;/td>
 &lt;td>Hook 只寫業務邏輯，錯誤處理交給框架&lt;/td>
 &lt;/tr>
 &lt;/tbody>
&lt;/table>
&lt;p>這就是&lt;a href="https://tarrragon.github.io/blog/python/02-type-system/callable/" data-link-title="2.5 Callable 型別與高階函式" data-link-desc="用 Callable 型別描述可呼叫物件與高階函式，讓 callback、decorator 與依賴注入的型別契約清楚起來">高階函式&lt;/a>在實務中的應用。&lt;/p></description><content:encoded><![CDATA[<p>前面的章節介紹了異常處理的基本語法和 <code>(bool, str)</code> 返回值模式。本章進入實務層面：當你有 44 個 Hook 腳本，每個都可能在不同地方失敗時，如何建立一套<strong>統一的錯誤基礎設施</strong>？</p>
<p>這是 W22-W25 開發週期中建立的機制，解決的核心問題是：</p>
<blockquote>
<p>Hook 失敗時，錯誤不能靜默消失，也不能讓整個工作流程崩潰。</p></blockquote>
<h2 id="問題44-個-hook44-種錯誤處理方式">問題：44 個 Hook，44 種錯誤處理方式</h2>
<p>在統一之前，每個 Hook 腳本各自處理例外：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="c1"># hook_a.py — 用 try-except 包整個 main</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="k">def</span> <span class="nf">main</span><span class="p">():</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">        <span class="n">do_work</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">        <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Error: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">
</span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="c1"># hook_b.py — 完全沒有錯誤處理</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="k">def</span> <span class="nf">main</span><span class="p">():</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="n">do_work</span><span class="p">()</span>  <span class="c1"># 任何異常直接讓腳本 crash</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">
</span></span><span class="line"><span class="ln">13</span><span class="cl"><span class="c1"># hook_c.py — 錯誤寫到檔案但用戶看不到</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl"><span class="k">def</span> <span class="nf">main</span><span class="p">():</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="n">do_work</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">    <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">        <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s2">&#34;error.log&#34;</span><span class="p">,</span> <span class="s2">&#34;a&#34;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">            <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="p">))</span>
</span></span><span class="line"><span class="ln">20</span><span class="cl">        <span class="c1"># 用戶完全不知道出錯了</span></span></span></code></pre></div><p>這造成三個問題：</p>
<ol>
<li><strong>行為不一致</strong>：有的 Hook 失敗會中斷流程，有的靜默吞掉</li>
<li><strong>重複程式碼</strong>：每個 Hook 各寫一套 try-except</li>
<li><strong>錯誤不可見</strong>：某些 Hook 靜默失敗了好幾個 session 才被發現</li>
</ol>
<h2 id="解決方案run_hook_safely">解決方案：<code>run_hook_safely</code></h2>
<p><code>hook_utils.py</code> 提供了一個<strong>頂層例外處理器</strong>，所有 Hook 統一使用：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">run_hook_safely</span><span class="p">(</span><span class="n">main_func</span><span class="p">:</span> <span class="n">Callable</span><span class="p">[[],</span> <span class="nb">int</span><span class="p">],</span> <span class="n">hook_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;安全執行 Hook 函式，頂層例外處理
</span></span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="s2">
</span></span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="s2">    Args:
</span></span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="s2">        main_func: Hook 主入口函式，必須返回 int
</span></span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="s2">        hook_name: Hook 識別名稱
</span></span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="s2">
</span></span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="s2">    Returns:
</span></span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="s2">        int: main_func 的返回值（正常），或 1（異常）
</span></span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="s2">    &#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="n">logger</span> <span class="o">=</span> <span class="n">setup_hook_logging</span><span class="p">(</span><span class="n">hook_name</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">        <span class="n">exit_code</span> <span class="o">=</span> <span class="n">main_func</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">        <span class="c1"># 驗證返回值是整數</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">exit_code</span><span class="p">,</span> <span class="nb">int</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">            <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">                <span class="n">exit_code</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">exit_code</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">            <span class="k">except</span> <span class="p">(</span><span class="ne">ValueError</span><span class="p">,</span> <span class="ne">TypeError</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">20</span><span class="cl">                <span class="n">exit_code</span> <span class="o">=</span> <span class="mi">0</span>
</span></span><span class="line"><span class="ln">21</span><span class="cl">        <span class="k">return</span> <span class="n">exit_code</span>
</span></span><span class="line"><span class="ln">22</span><span class="cl">    <span class="k">except</span> <span class="p">(</span><span class="ne">KeyboardInterrupt</span><span class="p">,</span> <span class="ne">SystemExit</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">23</span><span class="cl">        <span class="k">raise</span>  <span class="c1"># 這兩個不攔截</span>
</span></span><span class="line"><span class="ln">24</span><span class="cl">    <span class="k">except</span> <span class="ne">Exception</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">25</span><span class="cl">        <span class="n">tb_str</span> <span class="o">=</span> <span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">26</span><span class="cl">        <span class="n">_log_exception</span><span class="p">(</span><span class="n">logger</span><span class="p">,</span> <span class="n">hook_name</span><span class="p">,</span> <span class="n">tb_str</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">27</span><span class="cl">        <span class="k">return</span> <span class="n">EXIT_ERROR</span></span></span></code></pre></div><h3 id="每個-hook-的使用方式">每個 Hook 的使用方式</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="ch">#!/usr/bin/env python3</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">import</span> <span class="nn">sys</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="n">sys</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">Path</span><span class="p">(</span><span class="vm">__file__</span><span class="p">)</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">parent</span> <span class="o">/</span> <span class="s2">&#34;lib&#34;</span><span class="p">))</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="kn">from</span> <span class="nn">hook_utils</span> <span class="kn">import</span> <span class="n">run_hook_safely</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">
</span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="k">def</span> <span class="nf">main</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="c1"># 專注於業務邏輯，不需要處理頂層例外</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="n">data</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">sys</span><span class="o">.</span><span class="n">stdin</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="n">result</span> <span class="o">=</span> <span class="n">validate</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="n">result</span><span class="p">))</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="k">return</span> <span class="mi">0</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">
</span></span><span class="line"><span class="ln">13</span><span class="cl"><span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">&#34;__main__&#34;</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">    <span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="n">run_hook_safely</span><span class="p">(</span><span class="n">main</span><span class="p">,</span> <span class="s2">&#34;my-hook-name&#34;</span><span class="p">))</span></span></span></code></pre></div><h2 id="設計解析">設計解析</h2>
<h3 id="為什麼用-callable-包裝">為什麼用 Callable 包裝？</h3>
<p><code>run_hook_safely</code> 接收一個<strong>函式</strong>，而不是直接包裝程式碼區塊。這個設計有三個好處：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="c1"># 方式 A：直接包裝（不採用）</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="c1"># 所有程式碼放在這裡</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="n">data</span> <span class="o">=</span> <span class="n">read_input</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="n">result</span> <span class="o">=</span> <span class="n">process</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="n">output</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="k">except</span> <span class="ne">Exception</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="n">handle_error</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">
</span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="c1"># 方式 B：函式包裝（採用）</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl"><span class="k">def</span> <span class="nf">main</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="n">data</span> <span class="o">=</span> <span class="n">read_input</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="n">result</span> <span class="o">=</span> <span class="n">process</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">    <span class="n">output</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">    <span class="k">return</span> <span class="mi">0</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">
</span></span><span class="line"><span class="ln">17</span><span class="cl"><span class="n">run_hook_safely</span><span class="p">(</span><span class="n">main</span><span class="p">,</span> <span class="s2">&#34;hook-name&#34;</span><span class="p">)</span></span></span></code></pre></div><table>
  <thead>
      <tr>
          <th>比較</th>
          <th>方式 A</th>
          <th>方式 B</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>可重用性</td>
          <td>每個 Hook 各寫一次</td>
          <td><code>run_hook_safely</code> 寫一次，所有 Hook 共用</td>
      </tr>
      <tr>
          <td>測試性</td>
          <td>無法單獨測試錯誤處理</td>
          <td>可以測試 <code>run_hook_safely</code> 的行為</td>
      </tr>
      <tr>
          <td>關注點分離</td>
          <td>業務邏輯和錯誤處理混在一起</td>
          <td>Hook 只寫業務邏輯，錯誤處理交給框架</td>
      </tr>
  </tbody>
</table>
<p>這就是<a href="/blog/python/02-type-system/callable/" data-link-title="2.5 Callable 型別與高階函式" data-link-desc="用 Callable 型別描述可呼叫物件與高階函式，讓 callback、decorator 與依賴注入的型別契約清楚起來">高階函式</a>在實務中的應用。</p>
<h3 id="為什麼-keyboardinterrupt-和-systemexit-要特別處理">為什麼 <code>KeyboardInterrupt</code> 和 <code>SystemExit</code> 要特別處理？</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">except</span> <span class="p">(</span><span class="ne">KeyboardInterrupt</span><span class="p">,</span> <span class="ne">SystemExit</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="k">raise</span>  <span class="c1"># 不攔截，直接往上傳</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="k">except</span> <span class="ne">Exception</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="c1"># 只攔截「普通」的程式錯誤</span></span></span></code></pre></div><p>Python 的例外繼承結構：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="ln">1</span><span class="cl">BaseException
</span></span><span class="line"><span class="ln">2</span><span class="cl">├── KeyboardInterrupt    ← Ctrl+C
</span></span><span class="line"><span class="ln">3</span><span class="cl">├── SystemExit           ← sys.exit()
</span></span><span class="line"><span class="ln">4</span><span class="cl">└── Exception            ← 所有「普通」例外的父類別
</span></span><span class="line"><span class="ln">5</span><span class="cl">    ├── ValueError
</span></span><span class="line"><span class="ln">6</span><span class="cl">    ├── TypeError
</span></span><span class="line"><span class="ln">7</span><span class="cl">    ├── FileNotFoundError
</span></span><span class="line"><span class="ln">8</span><span class="cl">    └── ...</span></span></code></pre></div><p><code>KeyboardInterrupt</code> 和 <code>SystemExit</code> 不是程式錯誤，它們是<strong>控制信號</strong>：</p>
<ul>
<li><code>KeyboardInterrupt</code>：用戶按了 Ctrl+C，意圖是終止程式</li>
<li><code>SystemExit</code>：程式碼呼叫了 <code>sys.exit()</code>，意圖是正常退出</li>
</ul>
<p>如果攔截了這兩個，用戶按 Ctrl+C 程式不會停，<code>sys.exit(0)</code> 也不會退出。這違反了「最小驚訝原則」。</p>
<h3 id="返回值型別驗證">返回值型別驗證</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">exit_code</span><span class="p">,</span> <span class="nb">int</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">        <span class="n">exit_code</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">exit_code</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="k">except</span> <span class="p">(</span><span class="ne">ValueError</span><span class="p">,</span> <span class="ne">TypeError</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">        <span class="n">exit_code</span> <span class="o">=</span> <span class="mi">0</span></span></span></code></pre></div><p>這段防護處理的是：萬一某個 Hook 的 <code>main()</code> 返回了非整數（例如 <code>None</code> 或字串）。</p>
<table>
  <thead>
      <tr>
          <th>main() 返回值</th>
          <th>處理結果</th>
          <th>說明</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td><code>0</code></td>
          <td><code>0</code></td>
          <td>正常</td>
      </tr>
      <tr>
          <td><code>1</code></td>
          <td><code>1</code></td>
          <td>正常</td>
      </tr>
      <tr>
          <td><code>None</code></td>
          <td><code>0</code></td>
          <td>忘記寫 return</td>
      </tr>
      <tr>
          <td><code>&quot;0&quot;</code></td>
          <td><code>0</code></td>
          <td>字串轉整數</td>
      </tr>
      <tr>
          <td><code>&quot;abc&quot;</code></td>
          <td><code>0</code></td>
          <td>無法轉換，視為成功</td>
      </tr>
  </tbody>
</table>
<h2 id="stderr-vs-stdouthook-系統的特殊規則">stderr vs stdout：Hook 系統的特殊規則</h2>
<p>Claude Code 的 Hook 系統對輸出有特殊解讀：</p>
<table>
  <thead>
      <tr>
          <th>輸出管道</th>
          <th>Claude Code 的解讀</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td><code>stdout</code></td>
          <td>正常訊息，顯示為 <code>hook success</code></td>
      </tr>
      <tr>
          <td><code>stderr</code></td>
          <td>錯誤訊息，顯示為 <code>hook error</code></td>
      </tr>
  </tbody>
</table>
<p>這個行為影響了 <code>_log_exception</code> 的設計：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">_log_exception</span><span class="p">(</span><span class="n">logger</span><span class="p">,</span> <span class="n">hook_name</span><span class="p">,</span> <span class="n">tb_str</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="c1"># 1. 寫入日誌檔案（給開發者事後分析）</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">        <span class="n">logger</span><span class="o">.</span><span class="n">critical</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Unhandled exception in </span><span class="si">{</span><span class="n">hook_name</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">        <span class="n">logger</span><span class="o">.</span><span class="n">critical</span><span class="p">(</span><span class="n">tb_str</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">logging_error</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Failed to log exception: </span><span class="si">{</span><span class="n">logging_error</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">        <span class="nb">print</span><span class="p">(</span><span class="n">tb_str</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="c1"># 2. 輸出到 stderr（讓用戶知道出錯了）</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="nb">print</span><span class="p">(</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">        <span class="sa">f</span><span class="s2">&#34;[Hook Error] </span><span class="si">{</span><span class="n">hook_name</span><span class="si">}</span><span class="s2"> failed unexpectedly. &#34;</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">        <span class="sa">f</span><span class="s2">&#34;Check hook logs for details.&#34;</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">        <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">    <span class="p">)</span></span></span></code></pre></div><p><strong>第二行的 stderr 輸出是刻意的</strong>。在 W25-005 之前，所有錯誤只寫入日誌檔案，導致 7 個 Hook 靜默失敗了至少 2 個 session 才被發現。加入 stderr 輸出後，用戶會立刻看到 <code>hook error</code> 提示。</p>
<h3 id="實際案例">實際案例</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="ln">1</span><span class="cl"># 用戶看到的訊息（W25-005 之前）
</span></span><span class="line"><span class="ln">2</span><span class="cl">SessionStart:startup hook success: Success     ← 看起來正常
</span></span><span class="line"><span class="ln">3</span><span class="cl">SessionStart:startup hook success: Success
</span></span><span class="line"><span class="ln">4</span><span class="cl"># 實際上有 7 個 Hook 在靜默失敗
</span></span><span class="line"><span class="ln">5</span><span class="cl">
</span></span><span class="line"><span class="ln">6</span><span class="cl"># W25-005 之後
</span></span><span class="line"><span class="ln">7</span><span class="cl">SessionStart:startup hook success: Success
</span></span><span class="line"><span class="ln">8</span><span class="cl">SessionStart:startup hook error: [Hook Error] acceptance-gate-hook failed unexpectedly.
</span></span><span class="line"><span class="ln">9</span><span class="cl"># 用戶立刻知道有問題</span></span></code></pre></div><blockquote>
<p>這個教訓的完整記錄在 IMP-003 錯誤模式中，<a href="/blog/python/07-refactoring/scope-regression/" data-link-title="作用域迴歸案例研究" data-link-desc="從 IMP-003 事件學習 Python 變數作用域的陷阱">模組七的作用域迴歸案例研究</a>有詳細分析。</p></blockquote>
<h2 id="日誌系統配置">日誌系統配置</h2>
<p><code>run_hook_safely</code> 背後依賴 <code>setup_hook_logging</code> 建立日誌系統：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">setup_hook_logging</span><span class="p">(</span><span class="n">hook_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">logging</span><span class="o">.</span><span class="n">Logger</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;建立並設定 Hook 日誌系統
</span></span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="s2">
</span></span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="s2">    功能：
</span></span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="s2">    - 建立日誌目錄 .claude/hook-logs/</span><span class="si">{hook_name}</span><span class="s2">/
</span></span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="s2">    - 建立日誌檔案 </span><span class="si">{hook_name}</span><span class="s2">-{YYYYMMDD-HHMMSS}.log
</span></span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="s2">    - 配置 FileHandler + StreamHandler
</span></span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="s2">    &#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="n">sanitized_name</span> <span class="o">=</span> <span class="n">_sanitize_hook_name</span><span class="p">(</span><span class="n">hook_name</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="n">root_dir</span> <span class="o">=</span> <span class="n">_find_project_root</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="n">log_base_dir</span> <span class="o">=</span> <span class="n">root_dir</span> <span class="o">/</span> <span class="s2">&#34;.claude&#34;</span> <span class="o">/</span> <span class="s2">&#34;hook-logs&#34;</span> <span class="o">/</span> <span class="n">sanitized_name</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">        <span class="n">log_base_dir</span><span class="o">.</span><span class="n">mkdir</span><span class="p">(</span><span class="n">parents</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">exist_ok</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">    <span class="k">except</span> <span class="ne">OSError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="k">return</span> <span class="n">_create_fallback_logger</span><span class="p">(</span><span class="n">hook_name</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">
</span></span><span class="line"><span class="ln">18</span><span class="cl">    <span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="n">hook_name</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">    <span class="n">_clear_logger_handlers</span><span class="p">(</span><span class="n">logger</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">20</span><span class="cl">    <span class="n">logger</span><span class="o">.</span><span class="n">setLevel</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">DEBUG</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">21</span><span class="cl">
</span></span><span class="line"><span class="ln">22</span><span class="cl">    <span class="n">is_debug</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">getenv</span><span class="p">(</span><span class="s2">&#34;HOOK_DEBUG&#34;</span><span class="p">,</span> <span class="s2">&#34;&#34;</span><span class="p">)</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s2">&#34;true&#34;</span>
</span></span><span class="line"><span class="ln">23</span><span class="cl">    <span class="n">_setup_logger_handlers</span><span class="p">(</span><span class="n">logger</span><span class="p">,</span> <span class="n">log_base_dir</span><span class="p">,</span> <span class="n">sanitized_name</span><span class="p">,</span> <span class="n">is_debug</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">24</span><span class="cl">    <span class="k">return</span> <span class="n">logger</span></span></span></code></pre></div><h3 id="fallback-策略">Fallback 策略</h3>
<p>注意 <code>except OSError</code> 的處理：目錄建立失敗時不拋出異常，而是返回一個只有 <code>StreamHandler</code> 的 fallback logger。這確保<strong>即使檔案系統出問題，日誌功能仍然可用</strong>（只是沒有檔案記錄）。</p>
<p>這體現了 <a href="/blog/python/05-error-testing/exception/" data-link-title="5.1 異常處理策略" data-link-desc="何時捕獲、何時拋出">5.1 異常處理策略</a> 中「策略 4：使用預設值」的原則。</p>
<h2 id="統一前後的對比">統一前後的對比</h2>
<table>
  <thead>
      <tr>
          <th>指標</th>
          <th>統一前（v0.28.0）</th>
          <th>統一後（v0.31.0）</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>錯誤處理方式</td>
          <td>44 種不同實作</td>
          <td>1 個 <code>run_hook_safely</code></td>
      </tr>
      <tr>
          <td>靜默失敗風險</td>
          <td>高（多個 Hook 實際靜默失敗中）</td>
          <td>低（stderr 強制可見）</td>
      </tr>
      <tr>
          <td>日誌格式</td>
          <td>不一致</td>
          <td>統一時間戳、格式、目錄結構</td>
      </tr>
      <tr>
          <td>新增 Hook 所需程式碼</td>
          <td>~15 行錯誤處理</td>
          <td>1 行 <code>run_hook_safely</code> 呼叫</td>
      </tr>
  </tbody>
</table>
<h2 id="思考題">思考題</h2>
<ol>
<li><code>run_hook_safely</code> 為什麼選擇返回 <code>EXIT_ERROR</code>（整數 1）而不是拋出異常？</li>
<li>如果 <code>_log_exception</code> 本身也拋出異常（例如磁碟已滿），會發生什麼？</li>
<li>為什麼 <code>_create_fallback_logger</code> 只配 <code>StreamHandler</code> 而不是直接返回 <code>None</code>？</li>
</ol>
<h2 id="實作練習">實作練習</h2>
<ol>
<li>寫一個類似 <code>run_hook_safely</code> 的裝飾器版本，讓 <code>@safe_hook</code> 就能保護函式</li>
<li>擴展 <code>_log_exception</code>，讓它在記錄日誌的同時發送通知（例如寫入一個 <code>.alert</code> 檔案）</li>
<li>修改 <code>setup_hook_logging</code>，加入日誌檔案大小限制（使用 <code>RotatingFileHandler</code>）</li>
</ol>
<hr>
<p><em>上一章：<a href="/blog/python/05-error-testing/mock/" data-link-title="5.4 Mock 與測試隔離" data-link-desc="隔離外部依賴">Mock 與測試隔離</a></em>
<em>相關：<a href="/blog/python/07-refactoring/scope-regression/" data-link-title="作用域迴歸案例研究" data-link-desc="從 IMP-003 事件學習 Python 變數作用域的陷阱">作用域迴歸案例研究</a> — 這套機制如何在一次重構中暴露出潛在問題</em></p>
]]></content:encoded></item><item><title>5.6 Hook 系統可觀測性設計</title><link>https://tarrragon.github.io/blog/python/05-error-testing/observability-design/</link><pubDate>Wed, 04 Mar 2026 00:00:00 +0000</pubDate><guid>https://tarrragon.github.io/blog/python/05-error-testing/observability-design/</guid><description>&lt;p>&lt;a href="https://tarrragon.github.io/blog/python/05-error-testing/error-infrastructure/" data-link-title="5.5 頂層例外處理機制" data-link-desc="run_hook_safely 與統一錯誤基礎設施">上一章&lt;/a>介紹了 &lt;code>run_hook_safely&lt;/code> 這個頂層例外處理器，解決了「44 個 Hook 各自處理錯誤」的問題。但「捕獲錯誤」只是可觀測性的第一步。真正的問題是：&lt;/p>
&lt;blockquote>
&lt;p>當 44 個 Hook 每天執行數百次，你怎麼知道它們運行正常？出了問題你怎麼找到原因？&lt;/p>&lt;/blockquote>
&lt;p>本章從三個維度建立 Hook 系統的可觀測性：&lt;/p>
&lt;table>
 &lt;thead>
 &lt;tr>
 &lt;th>維度&lt;/th>
 &lt;th>解決的問題&lt;/th>
 &lt;th>核心機制&lt;/th>
 &lt;/tr>
 &lt;/thead>
 &lt;tbody>
 &lt;tr>
 &lt;td>日誌架構&lt;/td>
 &lt;td>每次執行的痕跡在哪裡？&lt;/td>
 &lt;td>Structured Logging + Log Rotation&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>錯誤可見性&lt;/td>
 &lt;td>出錯了誰來告訴用戶？&lt;/td>
 &lt;td>stderr 輸出 + Fallback 策略&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>健康監控&lt;/td>
 &lt;td>系統整體是否正常？&lt;/td>
 &lt;td>執行時間追蹤 + 日誌清理&lt;/td>
 &lt;/tr>
 &lt;/tbody>
&lt;/table>
&lt;hr>
&lt;h2 id="一日誌架構設計">一、日誌架構設計&lt;/h2>
&lt;h3 id="11-需求分析">1.1 需求分析&lt;/h3>
&lt;p>Hook 日誌系統和一般應用程式的日誌有兩個根本差異：&lt;/p>
&lt;table>
 &lt;thead>
 &lt;tr>
 &lt;th>差異&lt;/th>
 &lt;th>一般應用程式&lt;/th>
 &lt;th>Hook 系統&lt;/th>
 &lt;/tr>
 &lt;/thead>
 &lt;tbody>
 &lt;tr>
 &lt;td>生命週期&lt;/td>
 &lt;td>長時間運行&lt;/td>
 &lt;td>每次觸發執行一次（秒級）&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>實例數量&lt;/td>
 &lt;td>1-3 個服務&lt;/td>
 &lt;td>44 個獨立腳本&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>日誌量&lt;/td>
 &lt;td>大量、持續&lt;/td>
 &lt;td>少量、離散&lt;/td>
 &lt;/tr>
 &lt;tr>
 &lt;td>讀者&lt;/td>
 &lt;td>運維團隊&lt;/td>
 &lt;td>開發者自己&lt;/td>
 &lt;/tr>
 &lt;/tbody>
&lt;/table>
&lt;p>這些差異決定了日誌架構的選擇：不需要集中式日誌服務，但需要&lt;strong>按 Hook 名稱隔離&lt;/strong>和&lt;strong>按時間自動清理&lt;/strong>。&lt;/p>
&lt;h3 id="12-目錄結構設計">1.2 目錄結構設計&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-text" data-lang="text">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">.claude/hook-logs/
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl">├── acceptance-gate-hook/
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl">│ ├── acceptance-gate-hook-20260304-091523.log
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl">│ ├── acceptance-gate-hook-20260304-091845.log
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">│ └── .cleanup_trigger # 清理觸發計數器
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl">├── command-entrance-gate-hook/
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl">│ ├── command-entrance-gate-hook-20260304-091523.log
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl">│ └── ...
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">└── phase-completion-gate-hook/
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> └── ...&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>每個 Hook 有獨立的日誌目錄。每次執行產生一個獨立的日誌檔案，檔名包含時間戳。這個設計的好處：&lt;/p>
&lt;ul>
&lt;li>&lt;strong>隔離性&lt;/strong>：排查問題時只需看特定 Hook 的目錄&lt;/li>
&lt;li>&lt;strong>時間線&lt;/strong>：按檔名排序就能看到執行歷史&lt;/li>
&lt;li>&lt;strong>清理&lt;/strong>：按目錄或按時間清理都很容易&lt;/li>
&lt;/ul>
&lt;h3 id="13-日誌系統初始化">1.3 日誌系統初始化&lt;/h3>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln"> 1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">setup_hook_logging&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">hook_name&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="nb">str&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="n">logging&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">Logger&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;建立並設定 Hook 日誌系統&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 3&lt;/span>&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="ow">not&lt;/span> &lt;span class="n">hook_name&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 4&lt;/span>&lt;span class="cl"> &lt;span class="n">hook_name&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">DEFAULT_HOOK_NAME&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 5&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 6&lt;/span>&lt;span class="cl"> &lt;span class="n">sanitized_name&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">_sanitize_hook_name&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">hook_name&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 7&lt;/span>&lt;span class="cl"> &lt;span class="n">root_dir&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">_find_project_root&lt;/span>&lt;span class="p">()&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 8&lt;/span>&lt;span class="cl"> &lt;span class="n">log_base_dir&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">root_dir&lt;/span> &lt;span class="o">/&lt;/span> &lt;span class="s2">&amp;#34;.claude&amp;#34;&lt;/span> &lt;span class="o">/&lt;/span> &lt;span class="s2">&amp;#34;hook-logs&amp;#34;&lt;/span> &lt;span class="o">/&lt;/span> &lt;span class="n">sanitized_name&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln"> 9&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">10&lt;/span>&lt;span class="cl"> &lt;span class="c1"># 建立日誌目錄（失敗時降級，不拋出異常）&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">11&lt;/span>&lt;span class="cl"> &lt;span class="k">try&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">12&lt;/span>&lt;span class="cl"> &lt;span class="n">log_base_dir&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">mkdir&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">parents&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">True&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">exist_ok&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="kc">True&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">13&lt;/span>&lt;span class="cl"> &lt;span class="k">except&lt;/span> &lt;span class="ne">OSError&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">14&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">_create_fallback_logger&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">hook_name&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">15&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">16&lt;/span>&lt;span class="cl"> &lt;span class="n">logger&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">logging&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">getLogger&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">hook_name&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">17&lt;/span>&lt;span class="cl"> &lt;span class="n">_clear_logger_handlers&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">logger&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">18&lt;/span>&lt;span class="cl"> &lt;span class="n">logger&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">setLevel&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">logging&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">DEBUG&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">19&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">20&lt;/span>&lt;span class="cl"> &lt;span class="n">is_debug&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">os&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">getenv&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;HOOK_DEBUG&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="s2">&amp;#34;&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">lower&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="o">==&lt;/span> &lt;span class="s2">&amp;#34;true&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">21&lt;/span>&lt;span class="cl"> &lt;span class="n">_setup_logger_handlers&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">logger&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">log_base_dir&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">sanitized_name&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="n">is_debug&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">22&lt;/span>&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="n">logger&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>這段程式碼有幾個值得注意的設計決策。&lt;/p>
&lt;p>&lt;strong>Named Logger&lt;/strong>：使用 &lt;code>logging.getLogger(hook_name)&lt;/code> 取得 named logger，而非 root logger。這確保每個 Hook 的日誌設定互不干擾：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 每個 Hook 有自己的 logger 實例&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">&lt;span class="n">logger_a&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">logging&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">getLogger&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;acceptance-gate-hook&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">&lt;span class="n">logger_b&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">logging&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">getLogger&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s2">&amp;#34;command-entrance-gate-hook&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">&lt;span class="c1"># 兩者的 handlers、level、format 完全獨立&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>&lt;strong>Handler 清理&lt;/strong>：每次初始化前先清除舊的 handlers。這防止同一個 logger 被重複配置（例如在測試中多次呼叫 &lt;code>setup_hook_logging&lt;/code>）：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-python" data-lang="python">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="k">def&lt;/span> &lt;span class="nf">_clear_logger_handlers&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">logger&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="n">logging&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">Logger&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="o">-&amp;gt;&lt;/span> &lt;span class="kc">None&lt;/span>&lt;span class="p">:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl"> &lt;span class="s2">&amp;#34;&amp;#34;&amp;#34;清除 logger 的所有 handlers&amp;#34;&amp;#34;&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl"> &lt;span class="k">for&lt;/span> &lt;span class="n">handler&lt;/span> &lt;span class="ow">in&lt;/span> &lt;span class="n">logger&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">handlers&lt;/span>&lt;span class="p">[:]:&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl"> &lt;span class="n">logger&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">removeHandler&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">handler&lt;/span>&lt;span class="p">)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl"> &lt;span class="n">handler&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="n">close&lt;/span>&lt;span class="p">()&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>注意 &lt;code>logger.handlers[:]&lt;/code> 的切片複製。直接遍歷 &lt;code>logger.handlers&lt;/code> 並在迴圈中 &lt;code>removeHandler&lt;/code> 會修改列表長度，導致跳過元素。這是 Python 中遍歷時修改集合的經典陷阱。&lt;/p>
&lt;p>&lt;strong>環境變數控制&lt;/strong>：透過 &lt;code>HOOK_DEBUG&lt;/code> 環境變數切換日誌詳細程度，不需要修改程式碼：&lt;/p>





&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="ln">1&lt;/span>&lt;span class="cl">&lt;span class="c1"># 正常模式：stdout 只顯示 WARNING 以上&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">2&lt;/span>&lt;span class="cl">python3 my-hook.py
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">3&lt;/span>&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">4&lt;/span>&lt;span class="cl">&lt;span class="c1"># 除錯模式：stdout 顯示所有等級&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="ln">5&lt;/span>&lt;span class="cl">&lt;span class="nv">HOOK_DEBUG&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="nb">true&lt;/span> python3 my-hook.py&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="14-雙通道輸出">1.4 雙通道輸出&lt;/h3>
&lt;p>每個 logger 配置兩個 handler，分別負責不同用途：&lt;/p></description><content:encoded><![CDATA[<p><a href="/blog/python/05-error-testing/error-infrastructure/" data-link-title="5.5 頂層例外處理機制" data-link-desc="run_hook_safely 與統一錯誤基礎設施">上一章</a>介紹了 <code>run_hook_safely</code> 這個頂層例外處理器，解決了「44 個 Hook 各自處理錯誤」的問題。但「捕獲錯誤」只是可觀測性的第一步。真正的問題是：</p>
<blockquote>
<p>當 44 個 Hook 每天執行數百次，你怎麼知道它們運行正常？出了問題你怎麼找到原因？</p></blockquote>
<p>本章從三個維度建立 Hook 系統的可觀測性：</p>
<table>
  <thead>
      <tr>
          <th>維度</th>
          <th>解決的問題</th>
          <th>核心機制</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>日誌架構</td>
          <td>每次執行的痕跡在哪裡？</td>
          <td>Structured Logging + Log Rotation</td>
      </tr>
      <tr>
          <td>錯誤可見性</td>
          <td>出錯了誰來告訴用戶？</td>
          <td>stderr 輸出 + Fallback 策略</td>
      </tr>
      <tr>
          <td>健康監控</td>
          <td>系統整體是否正常？</td>
          <td>執行時間追蹤 + 日誌清理</td>
      </tr>
  </tbody>
</table>
<hr>
<h2 id="一日誌架構設計">一、日誌架構設計</h2>
<h3 id="11-需求分析">1.1 需求分析</h3>
<p>Hook 日誌系統和一般應用程式的日誌有兩個根本差異：</p>
<table>
  <thead>
      <tr>
          <th>差異</th>
          <th>一般應用程式</th>
          <th>Hook 系統</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>生命週期</td>
          <td>長時間運行</td>
          <td>每次觸發執行一次（秒級）</td>
      </tr>
      <tr>
          <td>實例數量</td>
          <td>1-3 個服務</td>
          <td>44 個獨立腳本</td>
      </tr>
      <tr>
          <td>日誌量</td>
          <td>大量、持續</td>
          <td>少量、離散</td>
      </tr>
      <tr>
          <td>讀者</td>
          <td>運維團隊</td>
          <td>開發者自己</td>
      </tr>
  </tbody>
</table>
<p>這些差異決定了日誌架構的選擇：不需要集中式日誌服務，但需要<strong>按 Hook 名稱隔離</strong>和<strong>按時間自動清理</strong>。</p>
<h3 id="12-目錄結構設計">1.2 目錄結構設計</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="ln"> 1</span><span class="cl">.claude/hook-logs/
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">├── acceptance-gate-hook/
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">│   ├── acceptance-gate-hook-20260304-091523.log
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">│   ├── acceptance-gate-hook-20260304-091845.log
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">│   └── .cleanup_trigger           # 清理觸發計數器
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">├── command-entrance-gate-hook/
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">│   ├── command-entrance-gate-hook-20260304-091523.log
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">│   └── ...
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">└── phase-completion-gate-hook/
</span></span><span class="line"><span class="ln">10</span><span class="cl">    └── ...</span></span></code></pre></div><p>每個 Hook 有獨立的日誌目錄。每次執行產生一個獨立的日誌檔案，檔名包含時間戳。這個設計的好處：</p>
<ul>
<li><strong>隔離性</strong>：排查問題時只需看特定 Hook 的目錄</li>
<li><strong>時間線</strong>：按檔名排序就能看到執行歷史</li>
<li><strong>清理</strong>：按目錄或按時間清理都很容易</li>
</ul>
<h3 id="13-日誌系統初始化">1.3 日誌系統初始化</h3>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">setup_hook_logging</span><span class="p">(</span><span class="n">hook_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">logging</span><span class="o">.</span><span class="n">Logger</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;建立並設定 Hook 日誌系統&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="k">if</span> <span class="ow">not</span> <span class="n">hook_name</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">        <span class="n">hook_name</span> <span class="o">=</span> <span class="n">DEFAULT_HOOK_NAME</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="n">sanitized_name</span> <span class="o">=</span> <span class="n">_sanitize_hook_name</span><span class="p">(</span><span class="n">hook_name</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="n">root_dir</span> <span class="o">=</span> <span class="n">_find_project_root</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="n">log_base_dir</span> <span class="o">=</span> <span class="n">root_dir</span> <span class="o">/</span> <span class="s2">&#34;.claude&#34;</span> <span class="o">/</span> <span class="s2">&#34;hook-logs&#34;</span> <span class="o">/</span> <span class="n">sanitized_name</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="c1"># 建立日誌目錄（失敗時降級，不拋出異常）</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">        <span class="n">log_base_dir</span><span class="o">.</span><span class="n">mkdir</span><span class="p">(</span><span class="n">parents</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">exist_ok</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="k">except</span> <span class="ne">OSError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">        <span class="k">return</span> <span class="n">_create_fallback_logger</span><span class="p">(</span><span class="n">hook_name</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">
</span></span><span class="line"><span class="ln">16</span><span class="cl">    <span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="n">hook_name</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">    <span class="n">_clear_logger_handlers</span><span class="p">(</span><span class="n">logger</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">    <span class="n">logger</span><span class="o">.</span><span class="n">setLevel</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">DEBUG</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">
</span></span><span class="line"><span class="ln">20</span><span class="cl">    <span class="n">is_debug</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">getenv</span><span class="p">(</span><span class="s2">&#34;HOOK_DEBUG&#34;</span><span class="p">,</span> <span class="s2">&#34;&#34;</span><span class="p">)</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s2">&#34;true&#34;</span>
</span></span><span class="line"><span class="ln">21</span><span class="cl">    <span class="n">_setup_logger_handlers</span><span class="p">(</span><span class="n">logger</span><span class="p">,</span> <span class="n">log_base_dir</span><span class="p">,</span> <span class="n">sanitized_name</span><span class="p">,</span> <span class="n">is_debug</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">22</span><span class="cl">    <span class="k">return</span> <span class="n">logger</span></span></span></code></pre></div><p>這段程式碼有幾個值得注意的設計決策。</p>
<p><strong>Named Logger</strong>：使用 <code>logging.getLogger(hook_name)</code> 取得 named logger，而非 root logger。這確保每個 Hook 的日誌設定互不干擾：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 每個 Hook 有自己的 logger 實例</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="n">logger_a</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="s2">&#34;acceptance-gate-hook&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl"><span class="n">logger_b</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="s2">&#34;command-entrance-gate-hook&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="c1"># 兩者的 handlers、level、format 完全獨立</span></span></span></code></pre></div><p><strong>Handler 清理</strong>：每次初始化前先清除舊的 handlers。這防止同一個 logger 被重複配置（例如在測試中多次呼叫 <code>setup_hook_logging</code>）：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">def</span> <span class="nf">_clear_logger_handlers</span><span class="p">(</span><span class="n">logger</span><span class="p">:</span> <span class="n">logging</span><span class="o">.</span><span class="n">Logger</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;清除 logger 的所有 handlers&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="k">for</span> <span class="n">handler</span> <span class="ow">in</span> <span class="n">logger</span><span class="o">.</span><span class="n">handlers</span><span class="p">[:]:</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">        <span class="n">logger</span><span class="o">.</span><span class="n">removeHandler</span><span class="p">(</span><span class="n">handler</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">        <span class="n">handler</span><span class="o">.</span><span class="n">close</span><span class="p">()</span></span></span></code></pre></div><p>注意 <code>logger.handlers[:]</code> 的切片複製。直接遍歷 <code>logger.handlers</code> 並在迴圈中 <code>removeHandler</code> 會修改列表長度，導致跳過元素。這是 Python 中遍歷時修改集合的經典陷阱。</p>
<p><strong>環境變數控制</strong>：透過 <code>HOOK_DEBUG</code> 環境變數切換日誌詳細程度，不需要修改程式碼：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 正常模式：stdout 只顯示 WARNING 以上</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">python3 my-hook.py
</span></span><span class="line"><span class="ln">3</span><span class="cl">
</span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="c1"># 除錯模式：stdout 顯示所有等級</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="nv">HOOK_DEBUG</span><span class="o">=</span><span class="nb">true</span> python3 my-hook.py</span></span></code></pre></div><h3 id="14-雙通道輸出">1.4 雙通道輸出</h3>
<p>每個 logger 配置兩個 handler，分別負責不同用途：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">_setup_logger_handlers</span><span class="p">(</span><span class="n">logger</span><span class="p">,</span> <span class="n">log_base_dir</span><span class="p">,</span> <span class="n">sanitized_name</span><span class="p">,</span> <span class="n">is_debug</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;為 logger 配置 handlers&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="c1"># 檔案 handler：記錄所有等級，供事後分析</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="n">timestamp</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s2">&#34;%Y%m</span><span class="si">%d</span><span class="s2">-%H%M%S&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="n">log_file_path</span> <span class="o">=</span> <span class="n">log_base_dir</span> <span class="o">/</span> <span class="sa">f</span><span class="s2">&#34;</span><span class="si">{</span><span class="n">sanitized_name</span><span class="si">}</span><span class="s2">-</span><span class="si">{</span><span class="n">timestamp</span><span class="si">}</span><span class="s2">.log&#34;</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="n">file_handler</span> <span class="o">=</span> <span class="n">_create_file_handler</span><span class="p">(</span><span class="n">log_file_path</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="k">if</span> <span class="n">file_handler</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">        <span class="n">logger</span><span class="o">.</span><span class="n">addHandler</span><span class="p">(</span><span class="n">file_handler</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="c1"># 控制台 handler：正常模式只顯示 WARNING+，除錯模式顯示全部</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="n">logger</span><span class="o">.</span><span class="n">addHandler</span><span class="p">(</span><span class="n">_create_stream_handler</span><span class="p">(</span><span class="n">is_debug</span><span class="p">))</span></span></span></code></pre></div><table>
  <thead>
      <tr>
          <th>Handler</th>
          <th>輸出目標</th>
          <th>等級</th>
          <th>格式</th>
          <th>用途</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>FileHandler</td>
          <td>日誌檔案</td>
          <td>DEBUG</td>
          <td><code>[2026-03-04 09:15:23] DEBUG - message</code></td>
          <td>事後分析</td>
      </tr>
      <tr>
          <td>StreamHandler</td>
          <td>stdout</td>
          <td>WARNING（正常）/ DEBUG（除錯）</td>
          <td><code>[WARNING] message</code></td>
          <td>即時回饋</td>
      </tr>
  </tbody>
</table>
<p>為什麼 StreamHandler 輸出到 <strong>stdout</strong> 而非 stderr？這和 Claude Code 的 Hook 系統規則有關：</p>
<table>
  <thead>
      <tr>
          <th>輸出管道</th>
          <th>Claude Code 的解讀</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>stdout</td>
          <td>正常訊息，顯示為 <code>hook success</code></td>
      </tr>
      <tr>
          <td>stderr</td>
          <td>錯誤訊息，顯示為 <code>hook error</code></td>
      </tr>
  </tbody>
</table>
<p>日誌中的 WARNING 訊息是給開發者的提醒，不是 Hook 執行失敗。如果把 WARNING 輸出到 stderr，Claude Code 會把它當成錯誤。所以 StreamHandler 必須走 stdout。</p>
<h3 id="15-hook-名稱淨化">1.5 Hook 名稱淨化</h3>
<p>Hook 名稱會用於檔案系統路徑（目錄名和檔名），所以需要淨化：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">_sanitize_hook_name</span><span class="p">(</span><span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;淨化 hook 名稱，移除無法用於檔案系統的字元&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="k">if</span> <span class="ow">not</span> <span class="n">name</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">        <span class="k">return</span> <span class="n">DEFAULT_HOOK_NAME</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="k">for</span> <span class="n">char</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&#34;&lt;&#34;</span><span class="p">,</span> <span class="s2">&#34;&gt;&#34;</span><span class="p">,</span> <span class="s2">&#34;|&#34;</span><span class="p">]:</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="n">name</span> <span class="o">=</span> <span class="n">name</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">char</span><span class="p">,</span> <span class="s2">&#34;-&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="n">name</span> <span class="o">=</span> <span class="n">name</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&#34;/&#34;</span><span class="p">,</span> <span class="s2">&#34;-&#34;</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&#34;</span><span class="se">\\</span><span class="s2">&#34;</span><span class="p">,</span> <span class="s2">&#34;-&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="c1"># 合併連續 &#34;-&#34; 並移除前後</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="k">while</span> <span class="s2">&#34;--&#34;</span> <span class="ow">in</span> <span class="n">name</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">        <span class="n">name</span> <span class="o">=</span> <span class="n">name</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&#34;--&#34;</span><span class="p">,</span> <span class="s2">&#34;-&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="n">name</span> <span class="o">=</span> <span class="n">name</span><span class="o">.</span><span class="n">strip</span><span class="p">(</span><span class="s2">&#34;-&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">
</span></span><span class="line"><span class="ln">15</span><span class="cl">    <span class="k">return</span> <span class="n">name</span> <span class="k">if</span> <span class="n">name</span> <span class="k">else</span> <span class="n">DEFAULT_HOOK_NAME</span></span></span></code></pre></div><p>這是防禦性程式設計的典型例子。雖然目前所有 Hook 的名稱都是合法的檔案名（像 <code>acceptance-gate-hook</code>），但<strong>不能假設呼叫端一定傳入合法名稱</strong>。淨化函式確保即使傳入 <code>&lt;invalid|name&gt;</code> 也能產生合法的目錄名 <code>invalid-name</code>。</p>
<h3 id="16-專案根目錄定位">1.6 專案根目錄定位</h3>
<p>日誌目錄在專案根目錄下的 <code>.claude/hook-logs/</code>。但 Hook 可能從不同的工作目錄被執行，所以需要動態定位：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">_find_project_root</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Path</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;查詢專案根目錄
</span></span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="s2">
</span></span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="s2">    優先順序：
</span></span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="s2">    1. 環境變數 CLAUDE_PROJECT_DIR
</span></span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="s2">    2. 從 cwd 向上搜尋 CLAUDE.md（最多 5 層）
</span></span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="s2">    3. os.getcwd() fallback（永不失敗）
</span></span></span><span class="line"><span class="ln"> 8</span><span class="cl"><span class="s2">    &#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="n">env_dir</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">getenv</span><span class="p">(</span><span class="s2">&#34;CLAUDE_PROJECT_DIR&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="k">if</span> <span class="n">env_dir</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">        <span class="k">return</span> <span class="n">Path</span><span class="p">(</span><span class="n">env_dir</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="n">current_dir</span> <span class="o">=</span> <span class="n">Path</span><span class="o">.</span><span class="n">cwd</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">    <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">CLAUDE_MD_SEARCH_DEPTH</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">        <span class="k">if</span> <span class="p">(</span><span class="n">current_dir</span> <span class="o">/</span> <span class="s2">&#34;CLAUDE.md&#34;</span><span class="p">)</span><span class="o">.</span><span class="n">exists</span><span class="p">():</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">            <span class="k">return</span> <span class="n">current_dir</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">        <span class="n">parent</span> <span class="o">=</span> <span class="n">current_dir</span><span class="o">.</span><span class="n">parent</span>
</span></span><span class="line"><span class="ln">18</span><span class="cl">        <span class="k">if</span> <span class="n">parent</span> <span class="o">==</span> <span class="n">current_dir</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">19</span><span class="cl">            <span class="k">break</span>
</span></span><span class="line"><span class="ln">20</span><span class="cl">        <span class="n">current_dir</span> <span class="o">=</span> <span class="n">parent</span>
</span></span><span class="line"><span class="ln">21</span><span class="cl">
</span></span><span class="line"><span class="ln">22</span><span class="cl">    <span class="k">return</span> <span class="n">Path</span><span class="o">.</span><span class="n">cwd</span><span class="p">()</span></span></span></code></pre></div><p>三層 fallback 的設計邏輯：</p>
<table>
  <thead>
      <tr>
          <th>優先級</th>
          <th>方式</th>
          <th>適用場景</th>
          <th>失敗條件</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>1</td>
          <td>環境變數</td>
          <td>Claude Code 啟動時自動設定</td>
          <td>手動執行時未設定</td>
      </tr>
      <tr>
          <td>2</td>
          <td>向上搜尋 CLAUDE.md</td>
          <td>手動執行、測試</td>
          <td>在非專案目錄執行</td>
      </tr>
      <tr>
          <td>3</td>
          <td>cwd</td>
          <td>最後手段</td>
          <td>永不失敗</td>
      </tr>
  </tbody>
</table>
<p>注意搜尋深度限制 <code>CLAUDE_MD_SEARCH_DEPTH = 5</code>。不做深度限制的話，在 <code>/</code> 目錄執行時會遍歷整個檔案系統。5 層足以覆蓋大多數專案結構（<code>/Users/user/projects/my-app/.claude/hooks/</code> 需要 4 層）。</p>
<hr>
<h2 id="二錯誤可見性設計">二、錯誤可見性設計</h2>
<h3 id="21-核心問題靜默失敗">2.1 核心問題：靜默失敗</h3>
<p>IMP-003 事件是錯誤可見性設計的直接動機。7 個 Hook 因為變數作用域問題（<code>NameError</code>）靜默失敗了至少 2 個 session。失敗的流程是：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="ln">1</span><span class="cl">Hook 執行 → NameError → run_hook_safely 捕獲 → 寫入日誌檔案 → 返回 EXIT_ERROR
</span></span><span class="line"><span class="ln">2</span><span class="cl">                                                    ↑
</span></span><span class="line"><span class="ln">3</span><span class="cl">                                              用戶看不到這裡</span></span></code></pre></div><p>問題出在 <code>_log_exception</code> 的初版只寫入日誌檔案：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># W25-005 之前的版本（有缺陷）</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="k">def</span> <span class="nf">_log_exception</span><span class="p">(</span><span class="n">logger</span><span class="p">,</span> <span class="n">hook_name</span><span class="p">,</span> <span class="n">tb_str</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="n">logger</span><span class="o">.</span><span class="n">critical</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Unhandled exception in </span><span class="si">{</span><span class="n">hook_name</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="n">logger</span><span class="o">.</span><span class="n">critical</span><span class="p">(</span><span class="n">tb_str</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">    <span class="c1"># 到這裡就結束了 -- 用戶完全不知道出錯</span></span></span></code></pre></div><h3 id="22-修正stderr-強制可見">2.2 修正：stderr 強制可見</h3>
<p>W25-005 在日誌寫入之後加了一行 stderr 輸出：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">_log_exception</span><span class="p">(</span><span class="n">logger</span><span class="p">,</span> <span class="n">hook_name</span><span class="p">,</span> <span class="n">tb_str</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;記錄異常 traceback 到日誌&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="c1"># 1. 寫入日誌檔案（完整 traceback，供事後分析）</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">        <span class="n">logger</span><span class="o">.</span><span class="n">critical</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Unhandled exception in </span><span class="si">{</span><span class="n">hook_name</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">        <span class="n">logger</span><span class="o">.</span><span class="n">critical</span><span class="p">(</span><span class="n">tb_str</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">logging_error</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">        <span class="c1"># 日誌系統本身也可能失敗（磁碟滿了、權限問題）</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">        <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Failed to log exception: </span><span class="si">{</span><span class="n">logging_error</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">        <span class="nb">print</span><span class="p">(</span><span class="n">tb_str</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="c1"># 2. 輸出到 stderr，讓 Claude Code 顯示 &#34;hook error&#34;（W25-005 新增）</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="nb">print</span><span class="p">(</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">        <span class="sa">f</span><span class="s2">&#34;[Hook Error] </span><span class="si">{</span><span class="n">hook_name</span><span class="si">}</span><span class="s2"> failed unexpectedly. &#34;</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">        <span class="sa">f</span><span class="s2">&#34;Check hook logs for details.&#34;</span><span class="p">,</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">    <span class="p">)</span></span></span></code></pre></div><p>這個設計的關鍵在於<strong>兩層輸出各司其職</strong>：</p>
<table>
  <thead>
      <tr>
          <th>輸出</th>
          <th>目標</th>
          <th>內容</th>
          <th>讀者</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>日誌檔案</td>
          <td><code>.claude/hook-logs/{name}/</code></td>
          <td>完整 traceback</td>
          <td>開發者（事後分析）</td>
      </tr>
      <tr>
          <td>stderr</td>
          <td>Claude Code UI</td>
          <td>簡短錯誤提示</td>
          <td>用戶（即時感知）</td>
      </tr>
  </tbody>
</table>
<p><strong>為什麼不把完整 traceback 輸出到 stderr？</strong> 因為 stderr 的內容會直接顯示在 Claude Code 的對話介面中。一段 20 行的 Python traceback 對用戶來說是噪音。只需要告訴用戶「哪個 Hook 出錯了」和「去哪裡看詳情」就夠了。</p>
<h3 id="23-日誌系統自身的-fallback">2.3 日誌系統自身的 Fallback</h3>
<p>如果日誌系統本身出了問題（例如磁碟已滿，無法寫入日誌檔案），怎麼辦？</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="c1"># 目錄建立失敗時的 Fallback</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="n">log_base_dir</span><span class="o">.</span><span class="n">mkdir</span><span class="p">(</span><span class="n">parents</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">exist_ok</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="k">except</span> <span class="ne">OSError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="k">return</span> <span class="n">_create_fallback_logger</span><span class="p">(</span><span class="n">hook_name</span><span class="p">)</span>  <span class="c1"># 降級為純 stdout 輸出</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="k">def</span> <span class="nf">_create_fallback_logger</span><span class="p">(</span><span class="n">hook_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">logging</span><span class="o">.</span><span class="n">Logger</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="s2">&#34;&#34;&#34;建立 Fallback Logger（僅 StreamHandler）&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="n">hook_name</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="n">_clear_logger_handlers</span><span class="p">(</span><span class="n">logger</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="n">logger</span><span class="o">.</span><span class="n">setLevel</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">DEBUG</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="n">logger</span><span class="o">.</span><span class="n">addHandler</span><span class="p">(</span><span class="n">_create_stream_handler</span><span class="p">())</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="k">return</span> <span class="n">logger</span></span></span></code></pre></div><p>Fallback Logger 只有 StreamHandler（stdout），沒有 FileHandler。這表示日誌不會被儲存到檔案，但<strong>至少 Hook 能正常運行</strong>，而且重要訊息仍然會出現在控制台。</p>
<p>這體現了一個重要的設計原則：<strong>可觀測性基礎設施的故障不應該導致業務功能中斷</strong>。日誌系統壞了，Hook 仍然要能工作。</p>
<h3 id="24-imp-005-的教訓import-階段的可見性">2.4 IMP-005 的教訓：Import 階段的可見性</h3>
<p>IMP-005 暴露了另一個可見性盲區：<strong>import 階段的錯誤</strong>。當模組遷移後 import 路徑沒更新，<code>ModuleNotFoundError</code> 在 <code>run_hook_safely</code> 之前就發生了：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="ch">#!/usr/bin/env python3</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">import</span> <span class="nn">sys</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">
</span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="c1"># 這一行在 run_hook_safely 之前執行</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="c1"># 如果失敗，run_hook_safely 根本不會被呼叫</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="kn">from</span> <span class="nn">lib.common_functions</span> <span class="kn">import</span> <span class="n">hook_output</span>  <span class="c1"># ModuleNotFoundError!</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">
</span></span><span class="line"><span class="ln"> 9</span><span class="cl"><span class="kn">from</span> <span class="nn">hook_utils</span> <span class="kn">import</span> <span class="n">run_hook_safely</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">
</span></span><span class="line"><span class="ln">11</span><span class="cl"><span class="k">def</span> <span class="nf">main</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="c1"># ...</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">    <span class="k">return</span> <span class="mi">0</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">
</span></span><span class="line"><span class="ln">15</span><span class="cl"><span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">&#34;__main__&#34;</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">    <span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="n">run_hook_safely</span><span class="p">(</span><span class="n">main</span><span class="p">,</span> <span class="s2">&#34;my-hook&#34;</span><span class="p">))</span></span></span></code></pre></div><p><code>run_hook_safely</code> 的保護範圍是 <code>main()</code> 函式內部，但 import 發生在模組載入階段。解決方案是在 import 處加入 try-except 防護：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="ch">#!/usr/bin/env python3</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="kn">import</span> <span class="nn">sys</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl"><span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">
</span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="c1"># Import 防護：確保失敗時有明確的 stderr 輸出</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">    <span class="n">sys</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">Path</span><span class="p">(</span><span class="vm">__file__</span><span class="p">)</span><span class="o">.</span><span class="n">parent</span><span class="p">))</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="kn">from</span> <span class="nn">hook_utils</span> <span class="kn">import</span> <span class="n">run_hook_safely</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="kn">from</span> <span class="nn">lib.common_functions</span> <span class="kn">import</span> <span class="n">hook_output</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl"><span class="k">except</span> <span class="ne">ImportError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;[Hook Import Error] </span><span class="si">{</span><span class="n">Path</span><span class="p">(</span><span class="vm">__file__</span><span class="p">)</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span></span></span></code></pre></div><table>
  <thead>
      <tr>
          <th>沒有 Import 防護</th>
          <th>有 Import 防護</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>Claude Code 顯示 <code>hook error</code></td>
          <td>Claude Code 顯示 <code>hook error</code></td>
      </tr>
      <tr>
          <td>無法得知是哪個 Hook</td>
          <td><code>[Hook Import Error] my-hook.py: No module named 'common_functions'</code></td>
      </tr>
      <tr>
          <td>無法得知什麼原因</td>
          <td>精確到模組名稱和檔案名稱</td>
      </tr>
  </tbody>
</table>
<h3 id="25-imp-006-的教訓兩條錯誤路徑">2.5 IMP-006 的教訓：兩條錯誤路徑</h3>
<p>IMP-006 案例 D 揭示了一個更隱蔽的問題：Hook 有兩條不同的「失敗路徑」，但只有一條有 stderr 輸出。</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">main</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="c1"># ...驗證邏輯...</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="k">if</span> <span class="n">should_block</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">        <span class="c1"># 路徑 1：業務邏輯拒絕（有意阻止）</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">        <span class="n">result</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;error&#34;</span><span class="p">:</span> <span class="n">error_message</span><span class="p">}</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="nb">print</span><span class="p">(</span><span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="n">result</span><span class="p">),</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">        <span class="k">return</span> <span class="mi">2</span>  <span class="c1"># 只有 stdout，沒有 stderr！</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="k">return</span> <span class="mi">0</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">
</span></span><span class="line"><span class="ln">12</span><span class="cl"><span class="c1"># run_hook_safely 包裝</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl"><span class="c1"># 路徑 2：未預期異常 -- _log_exception 已有 stderr 輸出</span></span></span></code></pre></div><p>開發者只考慮了「未預期異常」這條路徑（由 <code>_log_exception</code> 處理），忘了「有意阻止」也需要 stderr 輸出。修復：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="k">if</span> <span class="n">should_block</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl">    <span class="n">result</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;error&#34;</span><span class="p">:</span> <span class="n">error_message</span><span class="p">}</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="n">result</span><span class="p">),</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">4</span><span class="cl">    <span class="c1"># 新增：確保用戶在 Claude Code UI 能看到拒絕原因</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;[Agent Ticket Validation] blocked: </span><span class="si">{</span><span class="n">error_message</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl">    <span class="k">return</span> <span class="mi">2</span></span></span></code></pre></div><p>教訓歸納為一條規則：<strong>Hook 的所有非成功路徑都必須有 stderr 輸出</strong>。不只是 exception，業務邏輯的拒絕也算。</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="ln">1</span><span class="cl">Hook 執行結果
</span></span><span class="line"><span class="ln">2</span><span class="cl">├── 成功（return 0）→ stdout 正常訊息
</span></span><span class="line"><span class="ln">3</span><span class="cl">├── 未預期異常（Exception）→ stderr 由 _log_exception 處理
</span></span><span class="line"><span class="ln">4</span><span class="cl">└── 有意阻止（return 非 0）→ stderr 必須有原因說明  ← 容易遺漏</span></span></code></pre></div><hr>
<h2 id="三健康監控設計">三、健康監控設計</h2>
<h3 id="31-執行時間追蹤">3.1 執行時間追蹤</h3>
<p><code>run_hook_safely</code> 記錄每次執行的耗時：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">run_hook_safely</span><span class="p">(</span><span class="n">main_func</span><span class="p">,</span> <span class="n">hook_name</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="n">logger</span> <span class="o">=</span> <span class="n">setup_hook_logging</span><span class="p">(</span><span class="n">hook_name</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="n">start_time</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">        <span class="n">exit_code</span> <span class="o">=</span> <span class="n">main_func</span><span class="p">()</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="n">elapsed_time</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start_time</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">        <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Hook execution time: </span><span class="si">{</span><span class="n">elapsed_time</span><span class="si">:</span><span class="s2">.2f</span><span class="si">}</span><span class="s2">s&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">        <span class="k">return</span> <span class="n">exit_code</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">    <span class="k">except</span> <span class="p">(</span><span class="ne">KeyboardInterrupt</span><span class="p">,</span> <span class="ne">SystemExit</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">        <span class="k">raise</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">    <span class="k">except</span> <span class="ne">Exception</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">        <span class="n">elapsed_time</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start_time</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">        <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;Hook execution time before failure: </span><span class="si">{</span><span class="n">elapsed_time</span><span class="si">:</span><span class="s2">.2f</span><span class="si">}</span><span class="s2">s&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">        <span class="n">tb_str</span> <span class="o">=</span> <span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="n">_log_exception</span><span class="p">(</span><span class="n">logger</span><span class="p">,</span> <span class="n">hook_name</span><span class="p">,</span> <span class="n">tb_str</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">17</span><span class="cl">        <span class="k">return</span> <span class="n">EXIT_ERROR</span></span></span></code></pre></div><p>注意兩處 <code>elapsed_time</code> 的記錄位置——成功和失敗路徑各記一次。失敗時記錄「失敗前的執行時間」，可以判斷是立即失敗（import 錯誤，&lt; 0.01s）還是在執行過程中失敗（邏輯錯誤，可能數秒）。</p>
<p>日誌檔案中的記錄：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="ln">1</span><span class="cl">[2026-03-04 09:15:23] DEBUG - Hook execution time: 0.05s       # 正常
</span></span><span class="line"><span class="ln">2</span><span class="cl">[2026-03-04 09:15:24] DEBUG - Hook execution time: 2.34s       # 偏慢，值得關注
</span></span><span class="line"><span class="ln">3</span><span class="cl">[2026-03-04 09:15:25] DEBUG - Hook execution time before failure: 0.00s  # import 階段就失敗了</span></span></code></pre></div><p>這些數據在 IMP-006 案例 C 的排查中發揮了作用。hookify plugin 的 timeout 設定為 10ms，而 Python 啟動需要約 24ms。比對 Hook 執行時間和 timeout 設定，就能定位超時問題。</p>
<h3 id="32-日誌自動清理log-rotation">3.2 日誌自動清理（Log Rotation）</h3>
<p>44 個 Hook 每天執行數百次，日誌檔案會快速累積。自動清理機制避免磁碟空間被耗盡：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="n">LOG_RETENTION_DAYS</span> <span class="o">=</span> <span class="mi">7</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="n">LOG_CLEANUP_TRIGGER_FREQUENCY</span> <span class="o">=</span> <span class="mi">10</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="k">def</span> <span class="nf">_cleanup_old_logs</span><span class="p">(</span><span class="n">log_base_dir</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span> <span class="n">retention_days</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">LOG_RETENTION_DAYS</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="s2">&#34;&#34;&#34;清理超期日誌檔案&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">        <span class="n">cutoff_time</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span> <span class="o">-</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">retention_days</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">        <span class="k">for</span> <span class="n">log_file</span> <span class="ow">in</span> <span class="n">log_base_dir</span><span class="o">.</span><span class="n">glob</span><span class="p">(</span><span class="s2">&#34;*.log&#34;</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">            <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">                <span class="n">mtime</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">fromtimestamp</span><span class="p">(</span><span class="n">log_file</span><span class="o">.</span><span class="n">stat</span><span class="p">()</span><span class="o">.</span><span class="n">st_mtime</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">                <span class="k">if</span> <span class="n">mtime</span> <span class="o">&lt;</span> <span class="n">cutoff_time</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">                    <span class="n">log_file</span><span class="o">.</span><span class="n">unlink</span><span class="p">()</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">            <span class="k">except</span> <span class="p">(</span><span class="ne">OSError</span><span class="p">,</span> <span class="ne">ValueError</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">                <span class="k">pass</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">    <span class="k">except</span> <span class="ne">OSError</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="k">pass</span></span></span></code></pre></div><h4 id="為什麼不用-python-標準庫的-rotatingfilehandler">為什麼不用 Python 標準庫的 RotatingFileHandler</h4>
<p><code>RotatingFileHandler</code> 按照<strong>單一檔案大小</strong>輪轉，適合長時間運行的服務。但 Hook 系統的日誌模式是每次執行一個新檔案，需要的是按<strong>時間</strong>清理舊檔案。兩者的需求場景不同：</p>
<table>
  <thead>
      <tr>
          <th>機制</th>
          <th>適用場景</th>
          <th>Hook 系統需求</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>RotatingFileHandler</td>
          <td>單一長期運行程序，同一個日誌檔</td>
          <td>不適用</td>
      </tr>
      <tr>
          <td>TimedRotatingFileHandler</td>
          <td>單一程序按時間分割日誌</td>
          <td>部分適用</td>
      </tr>
      <tr>
          <td>自訂清理</td>
          <td>多程序、每次新檔案、按時間保留</td>
          <td>適用</td>
      </tr>
  </tbody>
</table>
<h3 id="33-清理頻率控制">3.3 清理頻率控制</h3>
<p>每次 Hook 執行都檢查是否需要清理，這本身也有成本。所以用一個 <code>.cleanup_trigger</code> 檔案作為計數器，每 N 次呼叫才真正執行清理：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="k">def</span> <span class="nf">_setup_logger_handlers</span><span class="p">(</span><span class="n">logger</span><span class="p">,</span> <span class="n">log_base_dir</span><span class="p">,</span> <span class="n">sanitized_name</span><span class="p">,</span> <span class="n">is_debug</span><span class="p">):</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">    <span class="s2">&#34;&#34;&#34;為 logger 配置 handlers&#34;&#34;&#34;</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">    <span class="c1"># 觸發日誌清理（降低頻率）</span>
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">    <span class="n">cleanup_marker</span> <span class="o">=</span> <span class="n">log_base_dir</span> <span class="o">/</span> <span class="s2">&#34;.cleanup_trigger&#34;</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">    <span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">        <span class="k">if</span> <span class="n">cleanup_marker</span><span class="o">.</span><span class="n">exists</span><span class="p">():</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">            <span class="n">count</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">cleanup_marker</span><span class="o">.</span><span class="n">read_text</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span> <span class="ow">or</span> <span class="s2">&#34;0&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">            <span class="k">if</span> <span class="n">count</span> <span class="o">&gt;=</span> <span class="n">LOG_CLEANUP_TRIGGER_FREQUENCY</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">                <span class="n">_cleanup_old_logs</span><span class="p">(</span><span class="n">log_base_dir</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">                <span class="n">cleanup_marker</span><span class="o">.</span><span class="n">write_text</span><span class="p">(</span><span class="s2">&#34;0&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">11</span><span class="cl">            <span class="k">else</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">12</span><span class="cl">                <span class="n">cleanup_marker</span><span class="o">.</span><span class="n">write_text</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">count</span> <span class="o">+</span> <span class="mi">1</span><span class="p">))</span>
</span></span><span class="line"><span class="ln">13</span><span class="cl">        <span class="k">else</span><span class="p">:</span>
</span></span><span class="line"><span class="ln">14</span><span class="cl">            <span class="n">cleanup_marker</span><span class="o">.</span><span class="n">write_text</span><span class="p">(</span><span class="s2">&#34;1&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">15</span><span class="cl">    <span class="k">except</span> <span class="p">(</span><span class="ne">OSError</span><span class="p">,</span> <span class="ne">ValueError</span><span class="p">):</span>
</span></span><span class="line"><span class="ln">16</span><span class="cl">        <span class="k">pass</span>  <span class="c1"># 清理失敗不影響日誌功能</span></span></span></code></pre></div><p><code>LOG_CLEANUP_TRIGGER_FREQUENCY = 10</code> 表示每 10 次執行才清理一次。這是一個權衡：</p>
<table>
  <thead>
      <tr>
          <th>頻率</th>
          <th>好處</th>
          <th>代價</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>每次（1）</td>
          <td>日誌目錄永遠乾淨</td>
          <td>每次 Hook 都多一次目錄掃描</td>
      </tr>
      <tr>
          <td>每 10 次</td>
          <td>幾乎感覺不到開銷</td>
          <td>最多累積 10 個多餘檔案</td>
      </tr>
      <tr>
          <td>每 100 次</td>
          <td>開銷最小</td>
          <td>可能累積數百個多餘檔案</td>
      </tr>
  </tbody>
</table>
<p><strong>為什麼用檔案而不用記憶體計數器？</strong> 因為 Hook 是獨立程序，每次執行都是新進程。記憶體中的計數器在進程結束後就消失了。檔案是跨進程持久化的最簡單方式。</p>
<p>注意最外層的 <code>except (OSError, ValueError): pass</code>。清理機制本身的故障（例如檔案被鎖定、計數器檔案損壞）不應該影響日誌功能。這和 Fallback Logger 的設計原則一致：<strong>輔助功能的故障不阻擋核心功能</strong>。</p>
<hr>
<h2 id="四三個錯誤模式的可觀測性教訓">四、三個錯誤模式的可觀測性教訓</h2>
<p>前面三個維度的設計，很大程度源自三個真實錯誤模式（IMP-003、IMP-005、IMP-006）的教訓。把它們放在一起看，可以提煉出可觀測性設計的通用原則。</p>
<h3 id="41-imp-003作用域迴歸--靜默失敗的代價">4.1 IMP-003：作用域迴歸 &ndash; 靜默失敗的代價</h3>
<table>
  <thead>
      <tr>
          <th>項目</th>
          <th>說明</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td><strong>事件</strong></td>
          <td>7 個 Hook 因 <code>NameError</code> 靜默失敗 2+ session</td>
      </tr>
      <tr>
          <td><strong>根因</strong></td>
          <td>logger 從全域移入 main()，引用者未更新</td>
      </tr>
      <tr>
          <td><strong>可觀測性缺陷</strong></td>
          <td><code>_log_exception</code> 只寫檔案日誌，不輸出 stderr</td>
      </tr>
      <tr>
          <td><strong>修正</strong></td>
          <td>新增 stderr 輸出（W25-005）</td>
      </tr>
      <tr>
          <td><strong>通用原則</strong></td>
          <td><strong>錯誤必須有用戶可感知的通知管道</strong></td>
      </tr>
  </tbody>
</table>
<p>詳細的作用域分析見<a href="/blog/python/07-refactoring/scope-regression/" data-link-title="作用域迴歸案例研究" data-link-desc="從 IMP-003 事件學習 Python 變數作用域的陷阱">作用域迴歸案例研究</a>。</p>
<h3 id="42-imp-005import-未同步--保護範圍的盲區">4.2 IMP-005：Import 未同步 &ndash; 保護範圍的盲區</h3>
<table>
  <thead>
      <tr>
          <th>項目</th>
          <th>說明</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td><strong>事件</strong></td>
          <td>5 個 Hook 因 <code>ModuleNotFoundError</code> 啟動失敗</td>
      </tr>
      <tr>
          <td><strong>根因</strong></td>
          <td>模組遷移後 import 路徑未更新</td>
      </tr>
      <tr>
          <td><strong>可觀測性缺陷</strong></td>
          <td><code>run_hook_safely</code> 無法保護 import 階段</td>
      </tr>
      <tr>
          <td><strong>修正</strong></td>
          <td>在 import 處加入 try-except + stderr</td>
      </tr>
      <tr>
          <td><strong>通用原則</strong></td>
          <td><strong>頂層保護的範圍必須覆蓋所有執行階段</strong></td>
      </tr>
  </tbody>
</table>
<h3 id="43-imp-006隱性故障--錯誤路徑的完整性">4.3 IMP-006：隱性故障 &ndash; 錯誤路徑的完整性</h3>
<table>
  <thead>
      <tr>
          <th>項目</th>
          <th>說明</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td><strong>事件</strong></td>
          <td>多種不同根因的 hook error 無法區分</td>
      </tr>
      <tr>
          <td><strong>案例 A</strong></td>
          <td>函式參數遺漏（部分 call site 缺少 logger）</td>
      </tr>
      <tr>
          <td><strong>案例 C</strong></td>
          <td>Plugin timeout 10ms，Python 啟動需 24ms</td>
      </tr>
      <tr>
          <td><strong>案例 D</strong></td>
          <td>有意阻止路徑缺少 stderr</td>
      </tr>
      <tr>
          <td><strong>通用原則</strong></td>
          <td><strong>所有非成功路徑都需要可區分的錯誤輸出</strong></td>
      </tr>
  </tbody>
</table>
<h3 id="44-共通教訓">4.4 共通教訓</h3>
<p>三個錯誤模式的共通點，提煉為三條可觀測性設計規則：</p>
<h4 id="規則-1錯誤不可靜默">規則 1：錯誤不可靜默</h4>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 錯誤做法：只寫日誌，用戶不知道</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="n">logger</span><span class="o">.</span><span class="n">critical</span><span class="p">(</span><span class="n">tb_str</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">
</span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="c1"># 正確做法：日誌 + 用戶通知</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="n">logger</span><span class="o">.</span><span class="n">critical</span><span class="p">(</span><span class="n">tb_str</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl"><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;[Hook Error] </span><span class="si">{</span><span class="n">hook_name</span><span class="si">}</span><span class="s2"> failed&#34;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span><span class="p">)</span></span></span></code></pre></div><h4 id="規則-2保護必須完整">規則 2：保護必須完整</h4>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln"> 1</span><span class="cl"><span class="c1"># 錯誤做法：只保護 main()</span>
</span></span><span class="line"><span class="ln"> 2</span><span class="cl"><span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="n">run_hook_safely</span><span class="p">(</span><span class="n">main</span><span class="p">,</span> <span class="s2">&#34;hook&#34;</span><span class="p">))</span>
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">
</span></span><span class="line"><span class="ln"> 4</span><span class="cl"><span class="c1"># 正確做法：import 也要保護</span>
</span></span><span class="line"><span class="ln"> 5</span><span class="cl"><span class="k">try</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">    <span class="kn">from</span> <span class="nn">lib.module</span> <span class="kn">import</span> <span class="n">function</span>
</span></span><span class="line"><span class="ln"> 7</span><span class="cl"><span class="k">except</span> <span class="ne">ImportError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;[Hook Import Error] </span><span class="si">{</span><span class="vm">__file__</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span><span class="p">)</span>
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">    <span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">10</span><span class="cl">
</span></span><span class="line"><span class="ln">11</span><span class="cl"><span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="n">run_hook_safely</span><span class="p">(</span><span class="n">main</span><span class="p">,</span> <span class="s2">&#34;hook&#34;</span><span class="p">))</span></span></span></code></pre></div><h4 id="規則-3錯誤要可區分">規則 3：錯誤要可區分</h4>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="ln">1</span><span class="cl"><span class="c1"># 錯誤做法：所有錯誤用同一種訊息</span>
</span></span><span class="line"><span class="ln">2</span><span class="cl"><span class="nb">print</span><span class="p">(</span><span class="s2">&#34;hook error&#34;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">3</span><span class="cl">
</span></span><span class="line"><span class="ln">4</span><span class="cl"><span class="c1"># 正確做法：包含 Hook 名稱和錯誤類型</span>
</span></span><span class="line"><span class="ln">5</span><span class="cl"><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;[Hook Error] </span><span class="si">{</span><span class="n">hook_name</span><span class="si">}</span><span class="s2"> failed unexpectedly&#34;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">6</span><span class="cl"><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;[Hook Import Error] </span><span class="si">{</span><span class="n">filename</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="n">error</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span><span class="p">)</span>
</span></span><span class="line"><span class="ln">7</span><span class="cl"><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;[Agent Validation] blocked: </span><span class="si">{</span><span class="n">reason</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span><span class="p">)</span></span></span></code></pre></div><hr>
<h2 id="五完整的可觀測性架構">五、完整的可觀測性架構</h2>
<p>把前面的設計串在一起，一個 Hook 的完整執行路徑和可觀測性覆蓋如下：</p>





<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="ln"> 1</span><span class="cl">Hook 被觸發
</span></span><span class="line"><span class="ln"> 2</span><span class="cl">│
</span></span><span class="line"><span class="ln"> 3</span><span class="cl">├─ [階段 1] Import 載入
</span></span><span class="line"><span class="ln"> 4</span><span class="cl">│  ├─ 成功 → 繼續
</span></span><span class="line"><span class="ln"> 5</span><span class="cl">│  └─ 失敗 → try-except 捕獲
</span></span><span class="line"><span class="ln"> 6</span><span class="cl">│            ├─ stderr: [Hook Import Error] hook.py: error
</span></span><span class="line"><span class="ln"> 7</span><span class="cl">│            └─ sys.exit(1)
</span></span><span class="line"><span class="ln"> 8</span><span class="cl">│
</span></span><span class="line"><span class="ln"> 9</span><span class="cl">├─ [階段 2] setup_hook_logging
</span></span><span class="line"><span class="ln">10</span><span class="cl">│  ├─ 成功 → Logger 就緒（FileHandler + StreamHandler）
</span></span><span class="line"><span class="ln">11</span><span class="cl">│  └─ 失敗 → Fallback Logger（僅 StreamHandler）
</span></span><span class="line"><span class="ln">12</span><span class="cl">│
</span></span><span class="line"><span class="ln">13</span><span class="cl">├─ [階段 3] main() 執行
</span></span><span class="line"><span class="ln">14</span><span class="cl">│  ├─ 成功 → logger.debug(&#34;execution time: Xs&#34;)
</span></span><span class="line"><span class="ln">15</span><span class="cl">│  │         return exit_code
</span></span><span class="line"><span class="ln">16</span><span class="cl">│  ├─ 業務拒絕 → stderr: [Hook Name] blocked: reason
</span></span><span class="line"><span class="ln">17</span><span class="cl">│  │             return 2
</span></span><span class="line"><span class="ln">18</span><span class="cl">│  └─ 未預期異常 → logger.critical(traceback)
</span></span><span class="line"><span class="ln">19</span><span class="cl">│                   stderr: [Hook Error] hook failed
</span></span><span class="line"><span class="ln">20</span><span class="cl">│                   return 1
</span></span><span class="line"><span class="ln">21</span><span class="cl">│
</span></span><span class="line"><span class="ln">22</span><span class="cl">└─ [階段 4] 日誌清理（每 10 次觸發）
</span></span><span class="line"><span class="ln">23</span><span class="cl">   └─ 清理 7 天前的日誌檔案</span></span></code></pre></div><p>每個階段都有對應的可觀測性機制。沒有任何執行路徑是「靜默」的。</p>
<hr>
<h2 id="思考題">思考題</h2>
<ol>
<li>
<p>為什麼 <code>_cleanup_old_logs</code> 使用 <code>mtime</code>（修改時間）而非 <code>ctime</code>（建立時間）來判斷過期？在什麼情況下兩者會不同？</p>
</li>
<li>
<p>如果兩個 Hook 同時執行（例如同時觸發的 PreToolUse Hook），它們的日誌會互相干擾嗎？提示：思考 <code>logging.getLogger(hook_name)</code> 的行為。</p>
</li>
<li>
<p>目前的清理計數器用檔案系統實作。如果改用原子操作（例如 <code>os.rename</code>），能否解決並行存取的 race condition？值得嗎？</p>
</li>
</ol>
<h2 id="實作練習">實作練習</h2>
<ol>
<li>
<p><strong>寫一個日誌分析腳本</strong>：掃描 <code>.claude/hook-logs/</code> 目錄，統計每個 Hook 的平均執行時間、失敗次數、最後一次執行時間。</p>
</li>
<li>
<p><strong>實作 RotatingFileHandler 版本</strong>：修改 <code>setup_hook_logging</code>，改用單一日誌檔 + <code>RotatingFileHandler</code>（按大小輪轉），並比較和目前方案的優缺點。</p>
</li>
<li>
<p><strong>加入健康檢查端點</strong>：寫一個 <code>hook-health-check.py</code> 腳本，檢查每個 Hook 目錄的最新日誌是否包含 <code>CRITICAL</code> 等級的記錄，輸出健康報告。</p>
</li>
</ol>
<hr>
<p><em>上一章：<a href="/blog/python/05-error-testing/error-infrastructure/" data-link-title="5.5 頂層例外處理機制" data-link-desc="run_hook_safely 與統一錯誤基礎設施">頂層例外處理機制</a></em>
<em>相關：<a href="/blog/python/07-refactoring/refactoring-pitfalls/" data-link-title="重構陷阱與防護" data-link-desc="三個真實重構事故的共通模式：部分更新問題與系統性防護方法">重構陷阱與防護</a> &ndash; IMP-003/005/006 的重構角度分析</em>
<em>相關：<a href="/blog/python/07-refactoring/scope-regression/" data-link-title="作用域迴歸案例研究" data-link-desc="從 IMP-003 事件學習 Python 變數作用域的陷阱">作用域迴歸案例研究</a> &ndash; IMP-003 的完整技術分析</em></p>
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