{"id":1107671,"date":"2025-01-08T16:52:18","date_gmt":"2025-01-08T08:52:18","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1107671.html"},"modified":"2025-01-08T16:52:21","modified_gmt":"2025-01-08T08:52:21","slug":"python%e5%a6%82%e4%bd%95%e9%81%8d%e5%8e%86%e5%88%97%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e7%bb%93%e6%9e%84","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1107671.html","title":{"rendered":"python\u5982\u4f55\u904d\u5386\u5217\u8868\u4e2d\u7684\u6570\u636e\u7ed3\u6784"},"content":{"rendered":"

\"python\u5982\u4f55\u904d\u5386\u5217\u8868\u4e2d\u7684\u6570\u636e\u7ed3\u6784\"<\/p>\n

Python\u904d\u5386\u5217\u8868\u4e2d\u7684\u6570\u636e\u7ed3\u6784\u53ef\u4ee5\u4f7f\u7528for\u5faa\u73af\u3001while\u5faa\u73af\u3001\u5217\u8868\u63a8\u5bfc\u5f0f\u3001enumerate\u51fd\u6570\u3001itertools\u5e93\u3001\u9012\u5f52\u7b49\u65b9\u6cd5<\/strong>\u3002\u8fd9\u91cc\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e9b\u65b9\u6cd5\u4ee5\u53ca\u5b83\u4eec\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n<\/p>\n

\u4e00\u3001FOR\u5faa\u73af\u904d\u5386<\/h2>\n<\/p>\n

1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n

\u4f7f\u7528for\u5faa\u73af\u53ef\u4ee5\u975e\u5e38\u65b9\u4fbf\u5730\u904d\u5386\u5217\u8868\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u3002\u8fd9\u662f\u6700\u5e38\u89c1\u7684\u65b9\u6cd5\uff0c\u4e5f\u662f\u6700\u7b80\u5355\u76f4\u63a5\u7684\u65b9\u6cd5\u3002<\/p>\n<\/p>\n

my_list = [1, 2, 3, 4, 5]<\/p>\n
for element in my_list:<\/p>\n
    print(element)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u5d4c\u5957\u5217\u8868<\/h3>\n<\/p>\n
\u5f53\u5217\u8868\u4e2d\u5305\u542b\u5d4c\u5957\u5217\u8868\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u5d4c\u5957\u7684for\u5faa\u73af\u8fdb\u884c\u904d\u5386\u3002<\/p>\n<\/p>\n
nested_list = [[1, 2], [3, 4], [5, 6]]<\/p>\n
for sublist in nested_list:<\/p>\n
    for element in sublist:<\/p>\n
        print(element)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e8c\u3001WHILE\u5faa\u73af\u904d\u5386<\/h2>\n<\/p>\n
1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
\u4f7f\u7528while\u5faa\u73af\u904d\u5386\u5217\u8868\u9700\u8981\u624b\u52a8\u7ef4\u62a4\u5faa\u73af\u7d22\u5f15\u3002<\/p>\n<\/p>\n
my_list = [1, 2, 3, 4, 5]<\/p>\n
index = 0<\/p>\n
while index < len(my_list):<\/p>\n
    print(my_list[index])<\/p>\n
    index += 1<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u5d4c\u5957\u5217\u8868<\/h3>\n<\/p>\n
\u540c\u6837\uff0c\u4f7f\u7528while\u5faa\u73af\u4e5f\u53ef\u4ee5\u904d\u5386\u5d4c\u5957\u5217\u8868\uff0c\u4f46\u4ee3\u7801\u4f1a\u7a0d\u5fae\u590d\u6742\u4e00\u4e9b\u3002<\/p>\n<\/p>\n
nested_list = [[1, 2], [3, 4], [5, 6]]<\/p>\n
outer_index = 0<\/p>\n
while outer_index < len(nested_list):<\/p>\n
    inner_index = 0<\/p>\n
    while inner_index < len(nested_list[outer_index]):<\/p>\n
        print(nested_list[outer_index][inner_index])<\/p>\n
        inner_index += 1<\/p>\n
    outer_index += 1<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u5217\u8868\u63a8\u5bfc\u5f0f\u904d\u5386<\/h2>\n<\/p>\n
1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
\u5217\u8868\u63a8\u5bfc\u5f0f\u53ef\u4ee5\u5728\u4e00\u884c\u4ee3\u7801\u4e2d\u5b8c\u6210\u5bf9\u5217\u8868\u7684\u904d\u5386\uff0c\u5e76\u751f\u6210\u4e00\u4e2a\u65b0\u7684\u5217\u8868\u3002<\/p>\n<\/p>\n
my_list = [1, 2, 3, 4, 5]<\/p>\n
squared_list = [x2 for x in my_list]<\/p>\n
print(squared_list)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u5d4c\u5957\u5217\u8868<\/h3>\n<\/p>\n
\u5bf9\u4e8e\u5d4c\u5957\u5217\u8868\uff0c\u5217\u8868\u63a8\u5bfc\u5f0f\u4e5f\u53ef\u4ee5\u7528\u4e8e\u904d\u5386\u548c\u5904\u7406\u3002<\/p>\n<\/p>\n
nested_list = [[1, 2], [3, 4], [5, 6]]<\/p>\n
flattened_list = [element for sublist in nested_list for element in sublist]<\/p>\n
print(flattened_list)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u4f7f\u7528ENUMERATE\u51fd\u6570\u904d\u5386<\/h2>\n<\/p>\n
1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
enumerate\u51fd\u6570\u5728\u904d\u5386\u5217\u8868\u65f6\u63d0\u4f9b\u4e86\u7d22\u5f15\u548c\u503c\u7684\u914d\u5bf9\uff0c\u65b9\u4fbf\u5bf9\u5143\u7d20\u8fdb\u884c\u5904\u7406\u3002<\/p>\n<\/p>\n
my_list = [1, 2, 3, 4, 5]<\/p>\n
for index, value in enumerate(my_list):<\/p>\n
    print(f"Index: {index}, Value: {value}")<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u5d4c\u5957\u5217\u8868<\/h3>\n<\/p>\n
\u5bf9\u4e8e\u5d4c\u5957\u5217\u8868\uff0cenumerate\u51fd\u6570\u540c\u6837\u9002\u7528\u3002<\/p>\n<\/p>\n
nested_list = [[1, 2], [3, 4], [5, 6]]<\/p>\n
for outer_index, sublist in enumerate(nested_list):<\/p>\n
    for inner_index, element in enumerate(sublist):<\/p>\n
        print(f"Outer Index: {outer_index}, Inner Index: {inner_index}, Element: {element}")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u4f7f\u7528ITERTTOOLS\u5e93\u904d\u5386<\/h2>\n<\/p>\n
1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
itertools\u5e93\u63d0\u4f9b\u4e86\u8bb8\u591a\u7528\u4e8e\u9ad8\u6548\u904d\u5386\u548c\u64cd\u4f5c\u8fed\u4ee3\u5668\u7684\u5de5\u5177\u3002<\/p>\n<\/p>\n
import itertools<\/p>\n
my_list = [1, 2, 3, 4, 5]<\/p>\n
for element in itertools.chAI<\/a>n(my_list):<\/p>\n
    print(element)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u5d4c\u5957\u5217\u8868<\/h3>\n<\/p>\n
itertools.chain.from_iterable\u53ef\u4ee5\u7528\u4e8e\u5c06\u5d4c\u5957\u5217\u8868\u5c55\u5e73\u6210\u5355\u4e00\u7684\u8fed\u4ee3\u5668\u3002<\/p>\n<\/p>\n
nested_list = [[1, 2], [3, 4], [5, 6]]<\/p>\n
for element in itertools.chain.from_iterable(nested_list):<\/p>\n
    print(element)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u516d\u3001\u9012\u5f52\u904d\u5386<\/h2>\n<\/p>\n
1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
\u9012\u5f52\u65b9\u6cd5\u9002\u7528\u4e8e\u5904\u7406\u6811\u5f62\u6216\u591a\u7ea7\u5d4c\u5957\u7684\u590d\u6742\u6570\u636e\u7ed3\u6784\u3002<\/p>\n<\/p>\n
def recursive_traverse(data):<\/p>\n
    if isinstance(data, list):<\/p>\n
        for item in data:<\/p>\n
            recursive_traverse(item)<\/p>\n
    else:<\/p>\n
        print(data)<\/p>\n
nested_list = [1, [2, [3, [4, 5]]]]<\/p>\n
recursive_traverse(nested_list)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u9012\u5f52\u904d\u5386\u5b57\u5178<\/h3>\n<\/p>\n
\u9012\u5f52\u65b9\u6cd5\u8fd8\u53ef\u4ee5\u7528\u4e8e\u904d\u5386\u5305\u542b\u5b57\u5178\u7684\u590d\u6742\u6570\u636e\u7ed3\u6784\u3002<\/p>\n<\/p>\n
def recursive_traverse_dict(data):<\/p>\n
    if isinstance(data, dict):<\/p>\n
        for key, value in data.items():<\/p>\n
            print(f"Key: {key}")<\/p>\n
            recursive_traverse_dict(value)<\/p>\n
    elif isinstance(data, list):<\/p>\n
        for item in data:<\/p>\n
            recursive_traverse_dict(item)<\/p>\n
    else:<\/p>\n
        print(f"Value: {data}")<\/p>\n
nested_dict = {'a': 1, 'b': {'c': 2, 'd': {'e': 3}}}<\/p>\n
recursive_traverse_dict(nested_dict)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e03\u3001\u4f7f\u7528MAP\u51fd\u6570\u904d\u5386<\/h2>\n<\/p>\n
1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
map\u51fd\u6570\u9002\u7528\u4e8e\u5bf9\u5217\u8868\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u5e94\u7528\u51fd\u6570\uff0c\u5e76\u8fd4\u56de\u4e00\u4e2a\u65b0\u7684\u8fed\u4ee3\u5668\u3002<\/p>\n<\/p>\n
my_list = [1, 2, 3, 4, 5]<\/p>\n
squared_list = map(lambda x: x2, my_list)<\/p>\n
print(list(squared_list))<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u5d4c\u5957\u5217\u8868<\/h3>\n<\/p>\n
\u5bf9\u4e8e\u5d4c\u5957\u5217\u8868\uff0cmap\u51fd\u6570\u53ef\u4ee5\u5d4c\u5957\u4f7f\u7528\u3002<\/p>\n<\/p>\n
nested_list = [[1, 2], [3, 4], [5, 6]]<\/p>\n
flattened_list = map(lambda sublist: map(lambda x: x2, sublist), nested_list)<\/p>\n
print([list(sublist) for sublist in flattened_list])<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u516b\u3001\u4f7f\u7528\u751f\u6210\u5668\u904d\u5386<\/h2>\n<\/p>\n
1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
\u751f\u6210\u5668\u662f\u4e00\u79cd\u7528\u4e8e\u521b\u5efa\u8fed\u4ee3\u5668\u7684\u7b80\u5355\u800c\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u5728\u904d\u5386\u6570\u636e\u7ed3\u6784\u65f6\u8282\u7701\u5185\u5b58\u3002<\/p>\n<\/p>\n
def generator_traverse(data):<\/p>\n
    for item in data:<\/p>\n
        yield item<\/p>\n
my_list = [1, 2, 3, 4, 5]<\/p>\n
for element in generator_traverse(my_list):<\/p>\n
    print(element)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u5d4c\u5957\u5217\u8868<\/h3>\n<\/p>\n
\u751f\u6210\u5668\u8fd8\u53ef\u4ee5\u7528\u4e8e\u904d\u5386\u5d4c\u5957\u5217\u8868\u3002<\/p>\n<\/p>\n
def generator_traverse_nested(data):<\/p>\n
    for sublist in data:<\/p>\n
        for item in sublist:<\/p>\n
            yield item<\/p>\n
nested_list = [[1, 2], [3, 4], [5, 6]]<\/p>\n
for element in generator_traverse_nested(nested_list):<\/p>\n
    print(element)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e5d\u3001\u4f7f\u7528NUMPY\u5e93\u904d\u5386<\/h2>\n<\/p>\n
1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
numpy\u5e93\u662f\u5904\u7406\u5927\u578b\u6570\u7ec4\u548c\u77e9\u9635\u7684\u5f3a\u5927\u5de5\u5177\uff0c\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u904d\u5386\u65b9\u6cd5\u3002<\/p>\n<\/p>\n
import numpy as np<\/p>\n
my_array = np.array([1, 2, 3, 4, 5])<\/p>\n
for element in np.nditer(my_array):<\/p>\n
    print(element)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u5d4c\u5957\u6570\u7ec4<\/h3>\n<\/p>\n
numpy\u7684nditer\u51fd\u6570\u8fd8\u53ef\u4ee5\u7528\u4e8e\u904d\u5386\u591a\u7ef4\u6570\u7ec4\u3002<\/p>\n<\/p>\n
nested_array = np.array([[1, 2], [3, 4], [5, 6]])<\/p>\n
for element in np.nditer(nested_array):<\/p>\n
    print(element)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5341\u3001\u4f7f\u7528PANDAS\u5e93\u904d\u5386<\/h2>\n<\/p>\n
1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
pandas\u5e93\u4e3b\u8981\u7528\u4e8e\u6570\u636e\u5206\u6790\uff0c\u63d0\u4f9b\u4e86\u904d\u5386DataFrame\u548cSeries\u7684\u65b9\u6cd5\u3002<\/p>\n<\/p>\n
import pandas as pd<\/p>\n
my_series = pd.Series([1, 2, 3, 4, 5])<\/p>\n
for element in my_series:<\/p>\n
    print(element)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. DataFrame\u904d\u5386<\/h3>\n<\/p>\n
DataFrame\u662fpandas\u4e2d\u6700\u5e38\u7528\u7684\u6570\u636e\u7ed3\u6784\u4e4b\u4e00\uff0c\u53ef\u4ee5\u4f7f\u7528iterrows\u6216itertuples\u8fdb\u884c\u904d\u5386\u3002<\/p>\n<\/p>\n
my_dataframe = pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6]})<\/p>\n
for index, row in my_dataframe.iterrows():<\/p>\n
    print(f"Index: {index}, Row: {row['A']}, {row['B']}")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5341\u4e00\u3001\u5e76\u884c\u904d\u5386<\/h2>\n<\/p>\n
1. \u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
\u5e76\u884c\u904d\u5386\u53ef\u4ee5\u4f7f\u7528\u591a\u7ebf\u7a0b\u6216\u591a\u8fdb\u7a0b\u6765\u63d0\u9ad8\u904d\u5386\u6548\u7387\u3002\u8fd9\u91cc\u4ee5concurrent.futures\u5e93\u4e3a\u4f8b\u3002<\/p>\n<\/p>\n
import concurrent.futures<\/p>\n
def process_element(element):<\/p>\n
    return element  2<\/p>\n
my_list = [1, 2, 3, 4, 5]<\/p>\n
with concurrent.futures.ThreadPoolExecutor() as executor:<\/p>\n
    results = list(executor.map(process_element, my_list))<\/p>\n
print(results)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u5d4c\u5957\u5217\u8868\u5e76\u884c\u904d\u5386<\/h3>\n<\/p>\n
\u5bf9\u4e8e\u5d4c\u5957\u5217\u8868\uff0c\u53ef\u4ee5\u4f7f\u7528\u5d4c\u5957\u7684\u5e76\u884c\u5904\u7406\u3002<\/p>\n<\/p>\n
nested_list = [[1, 2], [3, 4], [5, 6]]<\/p>\n
def process_sublist(sublist):<\/p>\n
    with concurrent.futures.ThreadPoolExecutor() as executor:<\/p>\n
        return list(executor.map(process_element, sublist))<\/p>\n
with concurrent.futures.ThreadPoolExecutor() as executor:<\/p>\n
    results = list(executor.map(process_sublist, nested_list))<\/p>\n
print(results)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u603b\u4e4b\uff0cPython\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5de5\u5177\u548c\u65b9\u6cd5\u6765\u904d\u5386\u5217\u8868\u4e2d\u7684\u6570\u636e\u7ed3\u6784\u3002\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u8fd0\u884c\u6548\u7387\u3002\u5e0c\u671b\u901a\u8fc7\u8fd9\u7bc7\u6587\u7ae0\uff0c\u60a8\u80fd\u5bf9\u5982\u4f55\u904d\u5386Python\u5217\u8868\u4e2d\u7684\u6570\u636e\u7ed3\u6784\u6709\u66f4\u6df1\u5165\u7684\u7406\u89e3\u548c\u5e94\u7528\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u5982\u4f55\u4f7f\u7528Python\u904d\u5386\u5217\u8868\u4e2d\u7684\u5b57\u5178\u6570\u636e\uff1f<\/strong>
\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528for\u5faa\u73af\u6765\u904d\u5386\u5217\u8868\u4e2d\u7684\u5b57\u5178\u3002\u901a\u8fc7\u8fed\u4ee3\u5217\u8868\uff0c\u4f60\u53ef\u4ee5\u8bbf\u95ee\u6bcf\u4e2a\u5b57\u5178\uff0c\u5e76\u4f7f\u7528\u5b57\u5178\u7684\u952e\u6765\u83b7\u53d6\u5bf9\u5e94\u7684\u503c\u3002\u4f8b\u5982\uff1a  <\/p>\n
my_list = [{'name': 'Alice', 'age': 25}, {'name': 'Bob', 'age': 30}]\nfor item in my_list:\n    print(f"Name: {item['name']}, Age: {item['age']}")\n<\/code><\/pre>\n
\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u5e2e\u52a9\u4f60\u8f7b\u677e\u8bbf\u95ee\u5217\u8868\u4e2d\u6bcf\u4e2a\u5b57\u5178\u7684\u5185\u5bb9\u3002<\/p>\n
\u5728Python\u4e2d\u5982\u4f55\u904d\u5386\u5305\u542b\u5217\u8868\u7684\u5217\u8868\uff1f<\/strong>
\u5f53\u4f60\u6709\u4e00\u4e2a\u5305\u542b\u5217\u8868\u7684\u5217\u8868\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u5d4c\u5957\u7684for\u5faa\u73af\u6765\u904d\u5386\u3002\u4f8b\u5982\uff1a  <\/p>\n
nested_list = [[1, 2, 3], [4, 5, 6], [7, 8, 9]]\nfor sublist in nested_list:\n    for item in sublist:\n        print(item)\n<\/code><\/pre>\n
\u8fd9\u79cd\u65b9\u5f0f\u80fd\u6709\u6548\u5730\u8bbf\u95ee\u5230\u6bcf\u4e00\u4e2a\u5b50\u5217\u8868\u4e2d\u7684\u5143\u7d20\u3002<\/p>\n
\u4f7f\u7528Python\u7684\u5217\u8868\u63a8\u5bfc\u5f0f\u904d\u5386\u5217\u8868\u6709\u4ec0\u4e48\u597d\u5904\uff1f<\/strong>
\u5217\u8868\u63a8\u5bfc\u5f0f\u662f\u4e00\u79cd\u4f18\u96c5\u4e14\u7b80\u6d01\u7684\u65b9\u5f0f\uff0c\u53ef\u4ee5\u5728\u904d\u5386\u5217\u8868\u7684\u540c\u65f6\u521b\u5efa\u65b0\u5217\u8868\u3002\u4f8b\u5982\uff0c\u5047\u8bbe\u4f60\u60f3\u4ece\u4e00\u4e2a\u6570\u5b57\u5217\u8868\u4e2d\u83b7\u53d6\u5e73\u65b9\u503c\uff0c\u53ef\u4ee5\u8fd9\u6837\u505a\uff1a  <\/p>\n
numbers = [1, 2, 3, 4, 5]\nsquares = [x**2 for x in numbers]\n<\/code><\/pre>\n
\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\uff0c\u8fd8\u80fd\u63d0\u9ad8\u6027\u80fd\uff0c\u7279\u522b\u662f\u5904\u7406\u5927\u6570\u636e\u96c6\u65f6\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u904d\u5386\u5217\u8868\u4e2d\u7684\u6570\u636e\u7ed3\u6784\u53ef\u4ee5\u4f7f\u7528for\u5faa\u73af\u3001while\u5faa\u73af\u3001\u5217\u8868\u63a8\u5bfc\u5f0f\u3001enumerate\u51fd\u6570\u3001ite […]","protected":false},"author":3,"featured_media":1107679,"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\/1107671"}],"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=1107671"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1107671\/revisions"}],"predecessor-version":[{"id":1107680,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1107671\/revisions\/1107680"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1107679"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1107671"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1107671"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1107671"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}