作者：俏巴
概述
前面分别给出了关于阿里云人脸识别Java调用示例参考、阿里云人脸识别C#调用示例参考 。本文主要介绍Python3调用阿里云人脸识别服务，参数等的获取参考阿里云人脸识别使用流程简介。
Code Sample
1、使用网络图片
#!/usr/bin/env pythoncoding=utf-8
import datetime
import hmac
import hashlib
import json
from urllib.parse import urlparse
import base64
import http.client
获取时间
def get_current_date():
date = datetime.datetime.strftime(datetime.datetime.utcnow(), <span class="hljs-string">"%a, %d %b %Y %H:%M:%S GMT"</span>)
<span class="hljs-keyword">return</span> date
计算MD5+BASE64
def getcode(bodyData):
temp = bodyData.encode(<span class="hljs-string">"utf-8"</span>)
md5 = hashlib.md5()
md5.update(temp)
md5str = md5.digest() # <span class="hljs-number">16</span>位
b64str = base64.b64encode(md5str)
<span class="hljs-keyword">return</span> b64str
计算 HMAC-SHA1
def to_sha1_base64(stringToSign, secret):
hmacsha1 = hmac.new(secret.encode(), stringToSign.encode(), hashlib.sha1)
<span class="hljs-keyword">return</span> base64.b64encode(hmacsha1.digest())
初始参数设置
ak_id = ''
ak_secret = ''
datetime1 = get_current_date() # 获取时间
根据实际测试需要设置自己的图片URL
options = {
<span class="hljs-string">'url'</span>: <span class="hljs-string">'https://dtplus-cn-shanghai.data.aliyuncs.com/face/attribute'</span>,
<span class="hljs-string">'method'</span>: <span class="hljs-string">'POST'</span>,
<span class="hljs-string">'body'</span>: json.dumps({<span class="hljs-string">"type"</span>: <span class="hljs-string">"0"</span>, <span class="hljs-string">"image_url"</span>:<span class="hljs-string">"https://ss0.bdstatic.com/94oJfD_bAAcT8t7mm9GUKT-xh_/timg?image&quality=100&size=b4000_4000&sec=1553926699&di=3e4484731c8897c57e67b3f632801f9a&src=http://b-ssl.duitang.com/uploads/item/201603/28/20160328121906_ErzAB.jpeg"</span>}, separators=(<span class="hljs-string">','</span>, <span class="hljs-string">':'</span>)),
<span class="hljs-string">'headers'</span>: {
<span class="hljs-string">'accept'</span>: <span class="hljs-string">'application/json'</span>,
<span class="hljs-string">'content-type'</span>: <span class="hljs-string">'application/json'</span>,
<span class="hljs-string">'date'</span>: datetime1
}}
body = '' # 请求body参数
if 'body' in options:
body = options[<span class="hljs-string">'body'</span>]print(body)
bodymd5 = '' # 计算获取请求body的md5值
if not body == '':
bodymd5 = getcode(body)
bodymd5 = bodymd5.decode(encoding=<span class="hljs-string">'utf-8'</span>)
urlPath = urlparse(options['url'])
restUrl = urlPath[1]
path = urlPath[2]
拼接请求签名字符串
stringToSign = options['method'] + 'n' + options'headers' + 'n' + bodymd5 + 'n' + options'headers' + 'n' + options'headers' + 'n' + path
signature = to_sha1_base64(stringToSign, ak_secret)
signature = signature.decode(encoding='utf-8')
authHeader = 'Dataplus ' + ak_id + ':' + signature # 组合认证Authorization
请求Header
headers = {
# Request headers
<span class="hljs-string">'Content-Type'</span>: options[<span class="hljs-string">'headers'</span>][<span class="hljs-string">'content-type'</span>],
<span class="hljs-string">'Authorization'</span>: authHeader,
<span class="hljs-string">'Date'</span>: datetime1,
<span class="hljs-string">'Accept'</span>: options[<span class="hljs-string">'headers'</span>][<span class="hljs-string">'accept'</span>]}
try:
# 设置http请求参数
conn = http.client.HTTPSConnection(restUrl)
conn.request(options[<span class="hljs-string">'method'</span>], path, body, headers)
response = conn.getresponse()
data = response.read()
print(<span class="hljs-string">"Result: "</span>, data)
conn.close()except Exception as e:
print(<span class="hljs-string">"[Errno {0}] {1}"</span>.format(e.errno, e.strerror))</code></pre>2、使用本地图片
#!/usr/bin/env pythoncoding=utf-8
coding=utf-8import datetime
import hmac
import hashlib
import json
from urllib.parse import urlparse
import base64
import http.client
获取时间
获取时间def get_current_date():
date = datetime.datetime.strftime(datetime.datetime.utcnow(), <span class="hljs-string">"%a, %d %b %Y %H:%M:%S GMT"</span>)
<span class="hljs-keyword">return</span> date
计算MD5+BASE64
计算MD5+BASE64def getcode(bodyData):
temp = bodyData.encode(<span class="hljs-string">"utf-8"</span>)
md5 = hashlib.md5()
md5.update(temp)
md5str = md5.digest() # <span class="hljs-number">16</span>位
b64str = base64.b64encode(md5str)
<span class="hljs-keyword">return</span> b64str
计算 HMAC-SHA1
计算 HMAC-SHA1def to_sha1_base64(stringToSign, secret):
hmacsha1 = hmac.new(secret.encode(), stringToSign.encode(), hashlib.sha1)
<span class="hljs-keyword">return</span> base64.b64encode(hmacsha1.digest())
初始参数设置
初始参数设置ak_id = ''
ak_secret = ''
datetime1 = get_current_date() # 获取时间
读取本地图片
读取本地图片filenamePath = "C:\Users\Administrator\Desktop\time.jpeg" # 测试图片存放在项目目录下
base64_data = ''
with open(filenamePath, "rb") as f:
base64_data = base64.b64encode(f.read())
options = {
<span class="hljs-string">'url'</span>: <span class="hljs-string">'https://dtplus-cn-shanghai.data.aliyuncs.com/face/attribute'</span>,
<span class="hljs-string">'method'</span>: <span class="hljs-string">'POST'</span>,
<span class="hljs-string">'body'</span>: json.dumps({<span class="hljs-string">"type"</span>: <span class="hljs-string">"1"</span>, <span class="hljs-string">"content"</span>: base64_data.decode()}, separators=(<span class="hljs-string">','</span>, <span class="hljs-string">':'</span>)),
<span class="hljs-string">'headers'</span>: {
<span class="hljs-string">'accept'</span>: <span class="hljs-string">'application/json'</span>,
<span class="hljs-string">'content-type'</span>: <span class="hljs-string">'application/json'</span>,
<span class="hljs-string">'date'</span>: datetime1
}}
body = '' # 请求body参数
if 'body' in options:
body = options[<span class="hljs-string">'body'</span>]
bodymd5 = '' # 计算获取请求body的md5值
if not body == '':
bodymd5 = getcode(body)
bodymd5 = bodymd5.decode(encoding=<span class="hljs-string">'utf-8'</span>)
urlPath = urlparse(options['url'])
restUrl = urlPath[1]
path = urlPath[2]
拼接请求签名字符串
拼接请求签名字符串stringToSign = options['method'] + 'n' + options'headers' + 'n' + bodymd5 + 'n' + options'headers' + 'n' + options'headers' + 'n' + path
signature = to_sha1_base64(stringToSign, ak_secret)
signature = signature.decode(encoding='utf-8')
authHeader = 'Dataplus ' + ak_id + ':' + signature # 组合认证Authorization
请求Header
请求Headerheaders = {
# Request headers
<span class="hljs-string">'Content-Type'</span>: options[<span class="hljs-string">'headers'</span>][<span class="hljs-string">'content-type'</span>],
<span class="hljs-string">'Authorization'</span>: authHeader,
<span class="hljs-string">'Date'</span>: datetime1,
<span class="hljs-string">'Accept'</span>: options[<span class="hljs-string">'headers'</span>][<span class="hljs-string">'accept'</span>]}
try:
# 设置http请求参数
conn = http.client.HTTPSConnection(restUrl)
conn.request(options[<span class="hljs-string">'method'</span>], path, body, headers)
response = conn.getresponse()
data = response.read()
print(<span class="hljs-string">"Result: "</span>, data)
conn.close()except Exception as e:
print(<span class="hljs-string">"[Errno {0}] {1}"</span>.format(e.errno, e.strerror))</code></pre>测试结果
测试结果Result: 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