{"id":1053585,"date":"2024-12-31T14:35:09","date_gmt":"2024-12-31T06:35:09","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1053585.html"},"modified":"2024-12-31T14:35:11","modified_gmt":"2024-12-31T06:35:11","slug":"python%e5%a6%82%e4%bd%95%e8%af%bb%e5%8f%96excel%e7%9a%84%e4%b8%80%e5%88%97","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1053585.html","title":{"rendered":"python\u5982\u4f55\u8bfb\u53d6excel\u7684\u4e00\u5217"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/fc512ab4-4cdb-42bb-a88b-5840bd29586e.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u5982\u4f55\u8bfb\u53d6excel\u7684\u4e00\u5217\" \/><\/p>\n<p><p> <strong>Python\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6cd5\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u4e00\u5217\u6570\u636e\uff0c\u5e38\u89c1\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528Pandas\u5e93\u3001Openpyxl\u5e93\u3001xlrd\u5e93\u7b49\u3002<\/strong><\/p>\n<\/p>\n<p><p><strong>Pandas\u5e93\u3001\u6613\u4e8e\u4f7f\u7528\u3001\u529f\u80fd\u5f3a\u5927<\/strong>\u662f\u63a8\u8350\u7684\u9009\u62e9\u3002Pandas\u63d0\u4f9b\u4e86\u7b80\u5355\u7684\u63a5\u53e3\u6765\u8bfb\u53d6Excel\u6587\u4ef6\u5e76\u63d0\u53d6\u7279\u5b9a\u5217\u7684\u6570\u636e\u3002\u63a5\u4e0b\u6765\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528Pandas\u5e93\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u4e00\u5217\u6570\u636e\uff0c\u5e76\u7ed9\u51fa\u76f8\u5e94\u7684\u4ee3\u7801\u793a\u4f8b\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u5b89\u88c5\u6240\u9700\u5e93<\/h3>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u786e\u4fdd\u5df2\u7ecf\u5b89\u88c5\u4e86\u6240\u9700\u7684\u5e93\u3002\u53ef\u4ee5\u4f7f\u7528pip\u6765\u5b89\u88c5Pandas\u5e93\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pandas<\/p>\n<p>pip install openpyxl<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528Pandas\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u4e00\u5217<\/h3>\n<\/p>\n<p><p>Pandas\u5e93\u4e2d\u7684<code>read_excel<\/code>\u51fd\u6570\u53ef\u4ee5\u76f4\u63a5\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3aDataFrame\u5bf9\u8c61\u3002\u7136\u540e\u53ef\u4ee5\u901a\u8fc7\u5217\u540d\u6216\u5217\u7d22\u5f15\u6765\u63d0\u53d6\u7279\u5b9a\u7684\u5217\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<h2><strong>\u8bfb\u53d6Excel\u6587\u4ef6<\/strong><\/h2>\n<p>df = pd.read_excel(&#39;example.xlsx&#39;)<\/p>\n<h2><strong>\u63d0\u53d6\u7279\u5b9a\u5217<\/strong><\/h2>\n<p>column_data = df[&#39;ColumnName&#39;]  # \u4f7f\u7528\u5217\u540d<\/p>\n<h2><strong>column_data = df.iloc[:, 0]  # \u4f7f\u7528\u5217\u7d22\u5f15\uff08\u8fd9\u91cc\u5047\u8bbe\u8981\u8bfb\u53d6\u7b2c\u4e00\u5217\uff09<\/strong><\/h2>\n<h2><strong>\u8f93\u51fa\u63d0\u53d6\u7684\u5217\u6570\u636e<\/strong><\/h2>\n<p>print(column_data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c<code>read_excel<\/code>\u51fd\u6570\u8bfb\u53d6Excel\u6587\u4ef6\u5e76\u8fd4\u56de\u4e00\u4e2aDataFrame\u5bf9\u8c61\u3002\u7136\u540e\u901a\u8fc7\u5217\u540d\u6216\u5217\u7d22\u5f15\u63d0\u53d6\u6240\u9700\u7684\u5217\u6570\u636e\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528Openpyxl\u5e93\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u4e00\u5217<\/h3>\n<\/p>\n<p><p>Openpyxl\u5e93\u4e13\u95e8\u7528\u4e8e\u8bfb\u53d6\u548c\u5199\u5165Excel\u6587\u4ef6\uff0c\u53ef\u4ee5\u66f4\u7075\u6d3b\u5730\u64cd\u4f5cExcel\u6587\u4ef6\u7684\u5185\u5bb9\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from openpyxl import load_workbook<\/p>\n<h2><strong>\u52a0\u8f7dExcel\u6587\u4ef6<\/strong><\/h2>\n<p>workbook = load_workbook(&#39;example.xlsx&#39;)<\/p>\n<h2><strong>\u9009\u62e9\u5de5\u4f5c\u8868<\/strong><\/h2>\n<p>sheet = workbook[&#39;Sheet1&#39;]<\/p>\n<h2><strong>\u63d0\u53d6\u7279\u5b9a\u5217\uff08\u5047\u8bbe\u63d0\u53d6A\u5217\uff09<\/strong><\/h2>\n<p>column_data = []<\/p>\n<p>for row in sheet.iter_rows(min_col=1, max_col=1, values_only=True):<\/p>\n<p>    column_data.append(row[0])<\/p>\n<h2><strong>\u8f93\u51fa\u63d0\u53d6\u7684\u5217\u6570\u636e<\/strong><\/h2>\n<p>print(column_data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u901a\u8fc7<code>load_workbook<\/code>\u51fd\u6570\u52a0\u8f7dExcel\u6587\u4ef6\uff0c\u5e76\u9009\u62e9\u7279\u5b9a\u7684\u5de5\u4f5c\u8868\u3002\u7136\u540e\u4f7f\u7528<code>iter_rows<\/code>\u65b9\u6cd5\u8fed\u4ee3\u7279\u5b9a\u5217\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u4f7f\u7528xlrd\u5e93\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u4e00\u5217<\/h3>\n<\/p>\n<p><p>xlrd\u5e93\u4e5f\u53ef\u4ee5\u7528\u4e8e\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u4f46\u53ea\u80fd\u5904\u7406\u65e7\u683c\u5f0f\uff08.xls\uff09\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import xlrd<\/p>\n<h2><strong>\u6253\u5f00Excel\u6587\u4ef6<\/strong><\/h2>\n<p>workbook = xlrd.open_workbook(&#39;example.xls&#39;)<\/p>\n<h2><strong>\u9009\u62e9\u5de5\u4f5c\u8868<\/strong><\/h2>\n<p>sheet = workbook.sheet_by_index(0)  # \u9009\u62e9\u7b2c\u4e00\u4e2a\u5de5\u4f5c\u8868<\/p>\n<h2><strong>\u63d0\u53d6\u7279\u5b9a\u5217\uff08\u5047\u8bbe\u63d0\u53d6\u7b2c\u4e00\u5217\uff09<\/strong><\/h2>\n<p>column_data = sheet.col_values(0)<\/p>\n<h2><strong>\u8f93\u51fa\u63d0\u53d6\u7684\u5217\u6570\u636e<\/strong><\/h2>\n<p>print(column_data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u901a\u8fc7<code>open_workbook<\/code>\u51fd\u6570\u6253\u5f00Excel\u6587\u4ef6\uff0c\u5e76\u9009\u62e9\u7279\u5b9a\u7684\u5de5\u4f5c\u8868\u3002\u7136\u540e\u4f7f\u7528<code>col_values<\/code>\u65b9\u6cd5\u63d0\u53d6\u7279\u5b9a\u5217\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u7ed3\u5408Pandas\u548cOpenpyxl\u8fdb\u884c\u590d\u6742\u64cd\u4f5c<\/h3>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u7ed3\u5408Pandas\u548cOpenpyxl\u5e93\u8fdb\u884c\u590d\u6742\u7684\u6570\u636e\u64cd\u4f5c\u3002\u4f8b\u5982\uff0c\u8bfb\u53d6Excel\u6587\u4ef6\u3001\u5904\u7406\u6570\u636e\u5e76\u5199\u56deExcel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>from openpyxl import load_workbook<\/p>\n<h2><strong>\u8bfb\u53d6Excel\u6587\u4ef6<\/strong><\/h2>\n<p>df = pd.read_excel(&#39;example.xlsx&#39;)<\/p>\n<h2><strong>\u6570\u636e\u5904\u7406\uff08\u5047\u8bbe\u5c06\u7279\u5b9a\u5217\u6570\u636e\u4e58\u4ee52\uff09<\/strong><\/h2>\n<p>df[&#39;ColumnName&#39;] = df[&#39;ColumnName&#39;] * 2<\/p>\n<h2><strong>\u4fdd\u5b58\u5904\u7406\u540e\u7684\u6570\u636e<\/strong><\/h2>\n<p>with pd.ExcelWriter(&#39;example_modified.xlsx&#39;, engine=&#39;openpyxl&#39;) as writer:<\/p>\n<p>    df.to_excel(writer, index=False)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u9996\u5148\u4f7f\u7528Pandas\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u5e76\u8fdb\u884c\u6570\u636e\u5904\u7406\u3002\u7136\u540e\u4f7f\u7528<code>ExcelWriter<\/code>\u5bf9\u8c61\u5c06\u5904\u7406\u540e\u7684\u6570\u636e\u5199\u56de\u65b0\u7684Excel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><h3>\u516d\u3001\u5904\u7406\u5927\u6587\u4ef6\u548c\u4f18\u5316\u6027\u80fd<\/h3>\n<\/p>\n<p><p>\u5728\u5904\u7406\u5927\u6587\u4ef6\u65f6\uff0c\u53ef\u80fd\u9700\u8981\u4f18\u5316\u6027\u80fd\u3002Pandas\u5e93\u63d0\u4f9b\u4e86\u591a\u79cd\u65b9\u6cd5\u6765\u4f18\u5316\u6027\u80fd\uff0c\u4f8b\u5982\u4f7f\u7528<code>chunksize<\/code>\u53c2\u6570\u5206\u5757\u8bfb\u53d6\u6570\u636e\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<h2><strong>\u5206\u5757\u8bfb\u53d6Excel\u6587\u4ef6<\/strong><\/h2>\n<p>chunksize = 10000<\/p>\n<p>for chunk in pd.read_excel(&#39;large_file.xlsx&#39;, chunksize=chunksize):<\/p>\n<p>    # \u5904\u7406\u6bcf\u4e2a\u5757\u7684\u6570\u636e<\/p>\n<p>    processed_chunk = chunk[&#39;ColumnName&#39;] * 2<\/p>\n<p>    print(processed_chunk)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u901a\u8fc7<code>chunksize<\/code>\u53c2\u6570\u5206\u5757\u8bfb\u53d6\u6570\u636e\uff0c\u6bcf\u6b21\u8bfb\u53d6\u4e00\u5b9a\u6570\u91cf\u7684\u884c\u3002\u8fd9\u6837\u53ef\u4ee5\u6709\u6548\u964d\u4f4e\u5185\u5b58\u6d88\u8017\uff0c\u63d0\u9ad8\u5904\u7406\u5927\u6587\u4ef6\u7684\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><h3>\u4e03\u3001\u5904\u7406\u591a\u8868\u683c\u548c\u591a\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u5904\u7406\u5305\u542b\u591a\u4e2a\u5de5\u4f5c\u8868\u6216\u591a\u4e2a\u6587\u4ef6\u7684Excel\u6587\u4ef6\u3002\u53ef\u4ee5\u4f7f\u7528Pandas\u5e93\u7684<code>sheet_name<\/code>\u53c2\u6570\u6765\u8bfb\u53d6\u7279\u5b9a\u7684\u5de5\u4f5c\u8868\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<h2><strong>\u8bfb\u53d6\u7279\u5b9a\u5de5\u4f5c\u8868<\/strong><\/h2>\n<p>df_sheet1 = pd.read_excel(&#39;example.xlsx&#39;, sheet_name=&#39;Sheet1&#39;)<\/p>\n<p>df_sheet2 = pd.read_excel(&#39;example.xlsx&#39;, sheet_name=&#39;Sheet2&#39;)<\/p>\n<h2><strong>\u5904\u7406\u6570\u636e<\/strong><\/h2>\n<p>processed_data = df_sheet1[&#39;ColumnName&#39;] + df_sheet2[&#39;ColumnName&#39;]<\/p>\n<h2><strong>\u8f93\u51fa\u5904\u7406\u540e\u7684\u6570\u636e<\/strong><\/h2>\n<p>print(processed_data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u901a\u8fc7<code>sheet_name<\/code>\u53c2\u6570\u8bfb\u53d6\u7279\u5b9a\u7684\u5de5\u4f5c\u8868\uff0c\u5e76\u8fdb\u884c\u6570\u636e\u5904\u7406\u3002<\/p>\n<\/p>\n<p><h3>\u516b\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>Python\u63d0\u4f9b\u4e86\u591a\u79cd\u65b9\u6cd5\u6765\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u4e00\u5217\u6570\u636e\u3002\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u662f\u4f7f\u7528Pandas\u5e93\uff0c\u56e0\u4e3a\u5b83\u6613\u4e8e\u4f7f\u7528\u4e14\u529f\u80fd\u5f3a\u5927\u3002Openpyxl\u5e93\u548cxlrd\u5e93\u4e5f\u53ef\u4ee5\u7528\u4e8e\u7279\u5b9a\u573a\u666f\u3002\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u7ed3\u5408\u591a\u79cd\u65b9\u6cd5\u8fdb\u884c\u590d\u6742\u7684\u6570\u636e\u64cd\u4f5c\u548c\u6027\u80fd\u4f18\u5316\u3002\u901a\u8fc7\u5408\u7406\u9009\u62e9\u548c\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u8bfb\u53d6\u548c\u5904\u7406Excel\u6587\u4ef6\u4e2d\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u7279\u5b9a\u5217\uff1f<\/strong><br \/>\u60a8\u53ef\u4ee5\u4f7f\u7528<code>pandas<\/code>\u5e93\u6765\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u7279\u5b9a\u5217\u3002\u9996\u5148\uff0c\u786e\u4fdd\u60a8\u5df2\u7ecf\u5b89\u88c5\u4e86<code>pandas<\/code>\u548c<code>openpyxl<\/code>\u8fd9\u4e24\u4e2a\u5e93\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<pre><code class=\"language-bash\">pip install pandas openpyxl\n<\/code><\/pre>\n<p>\u63a5\u4e0b\u6765\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u8bfb\u53d6Excel\u4e2d\u7684\u4e00\u5217\uff1a<\/p>\n<pre><code class=\"language-python\">import pandas as pd\n\n# \u8bfb\u53d6Excel\u6587\u4ef6\ndf = pd.read_excel(&#39;\u6587\u4ef6\u8def\u5f84.xlsx&#39;, sheet_name=&#39;\u5de5\u4f5c\u8868\u540d\u79f0&#39;)\n\n# \u83b7\u53d6\u7279\u5b9a\u5217\n\u7279\u5b9a\u5217 = df[&#39;\u5217\u540d&#39;]\nprint(\u7279\u5b9a\u5217)\n<\/code><\/pre>\n<p>\u8fd9\u6837\u5c31\u53ef\u4ee5\u8f7b\u677e\u83b7\u53d6\u60a8\u6240\u9700\u7684\u5217\u6570\u636e\u3002<\/p>\n<p><strong>\u5728\u8bfb\u53d6Excel\u5217\u65f6\uff0c\u6709\u54ea\u4e9b\u5e38\u89c1\u7684\u9519\u8bef\u9700\u8981\u907f\u514d\uff1f<\/strong><br \/>\u8bfb\u53d6Excel\u65f6\uff0c\u5e38\u89c1\u7684\u9519\u8bef\u5305\u62ec\u6587\u4ef6\u8def\u5f84\u9519\u8bef\u3001\u5de5\u4f5c\u8868\u540d\u79f0\u62fc\u5199\u9519\u8bef\u4ee5\u53ca\u5217\u540d\u4e0d\u5339\u914d\u3002\u786e\u4fdd\u6587\u4ef6\u8def\u5f84\u6b63\u786e\uff0c\u4e14\u5de5\u4f5c\u8868\u540d\u79f0\u548c\u5217\u540d\u4e0eExcel\u6587\u4ef6\u4e2d\u7684\u4e00\u81f4\u3002\u5982\u679c\u9047\u5230\u9519\u8bef\u63d0\u793a\uff0c\u53ef\u4ee5\u4f7f\u7528<code>try-except<\/code>\u8bed\u53e5\u6765\u6355\u83b7\u5e76\u5904\u7406\u8fd9\u4e9b\u5f02\u5e38\u3002<\/p>\n<p><strong>\u662f\u5426\u53ef\u4ee5\u8bfb\u53d6\u591a\u4e2a\u5217\u7684\u6570\u636e\uff1f<\/strong><br \/>\u5f53\u7136\u53ef\u4ee5\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u5c06\u5217\u540d\u653e\u5165\u4e00\u4e2a\u5217\u8868\u4e2d\u6765\u540c\u65f6\u8bfb\u53d6\u591a\u4e2a\u5217\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code class=\"language-python\">\u7279\u5b9a\u5217 = df[[&#39;\u5217\u540d1&#39;, &#39;\u5217\u540d2&#39;]]\nprint(\u7279\u5b9a\u5217)\n<\/code><\/pre>\n<p>\u8fd9\u6837\u53ef\u4ee5\u4e00\u6b21\u6027\u83b7\u53d6\u591a\u4e2a\u5217\u7684\u6570\u636e\uff0c\u4fbf\u4e8e\u540e\u7eed\u7684\u6570\u636e\u5206\u6790\u548c\u5904\u7406\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6cd5\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u4e00\u5217\u6570\u636e\uff0c\u5e38\u89c1\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528Pandas\u5e93\u3001Openpyxl [&hellip;]","protected":false},"author":3,"featured_media":1053597,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1053585"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1053585"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1053585\/revisions"}],"predecessor-version":[{"id":1053601,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1053585\/revisions\/1053601"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1053597"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1053585"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1053585"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1053585"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}