大数据离线分析平台 JSSDK数据收集引擎编写

JsSDK设计规则
在js sdk中我们需要收集launch、pageview、chargeRequest和eventDuration四种数据,所以我们需要在js中写入四个方法来分别收集这些数据,另外我们还需要提供一些操作cookie和发送数据的的公用方法。

SDK测试
启动集群上的hdfs+nginx+flume进程,创建web项目加载js,然后发送数据到nginx服务器中,查看最终是否在hdfs中有数据的写入。
命令:


start-dfs.sh: 启动hdfs命令
su root:切换用户
service nginx restart: 启动nginx进程


启动flume进程:
进入flume安装根目录,执行命令:


flume-ng agent --conf ./conf/ --conf-file ./conf/test2.conf --name agent &


analytics.js集成
一、将analytics.js集成到你想收集收集的页面即可。集成方式主要分为以下两种:
1) 第一种方式
`将analytics.js集成到所有页面的的头部,然后通过提供的方法调用进行数据收集。
<script src='//www.beifeng.com/js/common/analytics.js'></script>
<script>__AE__.setMemberId("123456");</script>
2) 第二种方式
`使用javascript代码,异步引入analytics.js文件,在引入之前可以通过_aelog_设置会员id
<script type="text/javascript">
var _aelog_ = _aelog_ || window._aelog_ || [];
_aelog_.push(['member_id', '123456']); // 如果此时用户已经登录,那么通过才参数指定用户id
window._aelog_ = _aelog_;

(function() {
var amwae = document.createElement('script');
amwae.type = 'text/javascript';
amwae.async = true;
amwae.src = '//www.beifeng.com/js/common/analytics.js'; // 指定链接
var script = document.getElementsByTagName('script')[0];
script.parentNode.insertBefore(amwae, script);
})();
</script>
注意:当用户登录后,请调用__AE__.setMemberId('123456')方法进行会员id的设置,方便用户数据的收集。

web项目目录结构如下:

大数据离线分析平台  JSSDK数据收集引擎编写

代码如下:

analytics.js如下:

(function(){
var CookieUtil = {
// get the cookie of the key is name
get: function(name) {
var cookieName = encodeURIComponent(name) + "=",
cookieStart = document.cookie.indexOf(cookieName),
cookieValue = null;
if (cookieStart > -1) {
var cookieEnd = document.cookie.indexOf(";", cookieStart);
if (cookieEnd == -1) {
cookieEnd = document.cookie.length;
}
cookieValue = decodeURIComponent(document.cookie.substring(cookieStart+cookieName.length, cookieEnd));
}
return cookieValue;
},
// set the name/value pair to browser cookie
set: function(name, value, expires, path, domain, secure) {
var cookieText = encodeURIComponent(name) + "=" + encodeURIComponent(value); if (expires) {
// set the expires time
var expiresTime = new Date();
expiresTime.setTime(expires);
cookieText += ";expires=" + expiresTime.toGMTString();
} if (path) {
cookieText += ";path=" + path;
} if (domain) {
cookieText += ";domain=" + domain;
} if (secure) {
cookieText += ";secure";
} document.cookie = cookieText;
},
setExt: function(name, value) {
this.set(name, value, new Date().getTime() + 315360000000, "/");
}
}; // 主体,其实就是tracker js
var tracker = {
// config
clientConfig: {
serverUrl: "http://hadoop-001:8090/kkImg.gif",
sessionTimeout: 360, // 360s -> 6min
maxWaitTime: 3600, // 3600s -> 60min -> 1h
ver: "1"
}, cookieExpiresTime: 315360000000, // cookie过期时间,10年 columns: {
// 发送到服务器的列名称
eventName: "en",
version: "ver",
platform: "pl",
sdk: "sdk",
uuid: "u_ud",
memberId: "u_mid",
sessionId: "u_sd",
clientTime: "c_time",
language: "l",
userAgent: "b_iev",
resolution: "b_rst",
currentUrl: "p_url",
referrerUrl: "p_ref",
title: "tt",
orderId: "oid",
orderName: "on",
currencyAmount: "cua",
currencyType: "cut",
paymentType: "pt",
category: "ca",
action: "ac",
kv: "kv_",
duration: "du"
}, keys: {
pageView: "e_pv",
chargeRequestEvent: "e_crt",
launch: "e_l",
eventDurationEvent: "e_e",
sid: "bftrack_sid",
uuid: "bftrack_uuid",
mid: "bftrack_mid",
preVisitTime: "bftrack_previsit", }, /**
* 获取会话id
*/
getSid: function() {
return CookieUtil.get(this.keys.sid);
}, /**
* 保存会话id到cookie
*/
setSid: function(sid) {
if (sid) {
CookieUtil.setExt(this.keys.sid, sid);
}
}, /**
* 获取uuid,从cookie中
*/
getUuid: function() {
return CookieUtil.get(this.keys.uuid);
}, /**
* 保存uuid到cookie
*/
setUuid: function(uuid) {
if (uuid) {
CookieUtil.setExt(this.keys.uuid, uuid);
}
}, /**
* 获取memberID
*/
getMemberId: function() {
return CookieUtil.get(this.keys.mid);
}, /**
* 设置mid
*/
setMemberId: function(mid) {
if (mid) {
CookieUtil.setExt(this.keys.mid, mid);
}
}, startSession: function() {
// 加载js就触发的方法
if (this.getSid()) {
// 会话id存在,表示uuid也存在
if (this.isSessionTimeout()) {
// 会话过期,产生新的会话
this.createNewSession();
} else {
// 会话没有过期,更新最近访问时间
this.updatePreVisitTime(new Date().getTime());
}
} else {
// 会话id不存在,表示uuid也不存在
this.createNewSession();
}
this.onPageView();
}, onLaunch: function() {
// 触发launch事件
var launch = {};
launch[this.columns.eventName] = this.keys.launch; // 设置事件名称
this.setCommonColumns(launch); // 设置公用columns
this.sendDataToServer(this.parseParam(launch)); // 最终发送编码后的数据
}, onPageView: function() {
// 触发page view事件
if (this.preCallApi()) {
var time = new Date().getTime();
var pageviewEvent = {};
pageviewEvent[this.columns.eventName] = this.keys.pageView;
pageviewEvent[this.columns.currentUrl] = window.location.href; // 设置当前url
pageviewEvent[this.columns.referrerUrl] = document.referrer; // 设置前一个页面的url
pageviewEvent[this.columns.title] = document.title; // 设置title
this.setCommonColumns(pageviewEvent); // 设置公用columns
this.sendDataToServer(this.parseParam(pageviewEvent)); // 最终发送编码后的数据ss
this.updatePreVisitTime(time);
}
}, onChargeRequest: function(orderId, name, currencyAmount, currencyType, paymentType) {
// 触发订单产生事件
if (this.preCallApi()) {
if (!orderId || !currencyType || !paymentType) {
this.log("订单id、货币类型以及支付方式不能为空");
return ;
} if (typeof(currencyAmount) == "number") {
// 金额必须是数字
var time = new Date().getTime();
var chargeRequestEvent = {};
chargeRequestEvent[this.columns.eventName] = this.keys.chargeRequestEvent;
chargeRequestEvent[this.columns.orderId] = orderId;
chargeRequestEvent[this.columns.orderName] = name;
chargeRequestEvent[this.columns.currencyAmount] = currencyAmount;
chargeRequestEvent[this.columns.currencyType] = currencyType;
chargeRequestEvent[this.columns.paymentType] = paymentType;
this.setCommonColumns(chargeRequestEvent); // 设置公用columns
this.sendDataToServer(this.parseParam(chargeRequestEvent)); // 最终发送编码后的数据ss
this.updatePreVisitTime(time);
} else {
this.log("订单金额必须是数字");
return ;
}
}
}, onEventDuration: function(category, action, map, duration) {
// 触发event事件
if (this.preCallApi()) {
if (category && action) {
var time = new Date().getTime();
var event = {};
event[this.columns.eventName] = this.keys.eventDurationEvent;
event[this.columns.category] = category;
event[this.columns.action] = action;
if (map) {
for (var k in map){
if (k && map[k]) {
event[this.columns.kv + k] = map[k];
}
}
}
if (duration) {
event[this.columns.duration] = duration;
}
this.setCommonColumns(event); // 设置公用columns
this.sendDataToServer(this.parseParam(event)); // 最终发送编码后的数据ss
this.updatePreVisitTime(time);
} else {
this.log("category和action不能为空");
}
}
}, /**
* 执行对外方法前必须执行的方法
*/
preCallApi: function() {
if (this.isSessionTimeout()) {
// 如果为true,表示需要新建
this.startSession();
} else {
this.updatePreVisitTime(new Date().getTime());
}
return true;
}, sendDataToServer: function(data) {
// 发送数据data到服务器,其中data是一个字符串
var that = this;
var i2 = new Image(1,1);
i2.onerror = function(){
// 这里可以进行重试操作
};
i2.src = this.clientConfig.serverUrl + "?" + data;
}, /**
* 往data中添加发送到日志收集服务器的公用部分
*/
setCommonColumns: function(data) {
data[this.columns.version] = this.clientConfig.ver;
data[this.columns.platform] = "website";
data[this.columns.sdk] = "js";
data[this.columns.uuid] = this.getUuid(); // 设置用户id
data[this.columns.memberId] = this.getMemberId(); // 设置会员id
data[this.columns.sessionId] = this.getSid(); // 设置sid
data[this.columns.clientTime] = new Date().getTime(); // 设置客户端时间
data[this.columns.language] = window.navigator.language; // 设置浏览器语言
data[this.columns.userAgent] = window.navigator.userAgent; // 设置浏览器类型
data[this.columns.resolution] = screen.width + "*" + screen.height; // 设置浏览器分辨率
}, /**
* 创建新的会员,并判断是否是第一次访问页面,如果是,进行launch事件的发送。
*/
createNewSession: function() {
var time = new Date().getTime(); // 获取当前操作时间
// 1. 进行会话更新操作
var sid = this.generateId(); // 产生一个session id
this.setSid(sid);
this.updatePreVisitTime(time); // 更新最近访问时间
// 2. 进行uuid查看操作
if (!this.getUuid()) {
// uuid不存在,先创建uuid,然后保存到cookie,最后触发launch事件
var uuid = this.generateId(); // 产品uuid
this.setUuid(uuid);
this.onLaunch();
}
}, /**
* 参数编码返回字符串
*/
parseParam: function(data) {
var params = "";
for (var e in data) {
if (e && data[e]) {
params += encodeURIComponent(e) + "=" + encodeURIComponent(data[e]) + "&";
}
}
if (params) {
return params.substring(0, params.length - 1);
} else {
return params;
}
}, /**
* 产生uuid
*/
generateId: function() {
var chars = '0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz';
var tmpid = [];
var r;
tmpid[8] = tmpid[13] = tmpid[18] = tmpid[23] = '-';
tmpid[14] = '4'; for (i=0; i<36; i++) {
if (!tmpid[i]) {
r = 0| Math.random()*16;
tmpid[i] = chars[(i==19) ? (r & 0x3) | 0x8 : r];
}
}
return tmpid.join('');
}, /**
* 判断这个会话是否过期,查看当前时间和最近访问时间间隔时间是否小于this.clientConfig.sessionTimeout<br/>
* 如果是小于,返回false;否则返回true。
*/
isSessionTimeout: function() {
var time = new Date().getTime();
var preTime = CookieUtil.get(this.keys.preVisitTime);
if (preTime) {
// 最近访问时间存在,那么进行区间判断
return time - preTime > this.clientConfig.sessionTimeout * 1000;
}
return true;
}, /**
* 更新最近访问时间
*/
updatePreVisitTime: function(time) {
CookieUtil.setExt(this.keys.preVisitTime, time);
}, /**
* 打印日志
*/
log: function(msg) {
console.log(msg);
}, }; // 对外暴露的方法名称
window.__AE__ = {
startSession: function() {
tracker.startSession();
},
onPageView: function() {
tracker.onPageView();
},
onChargeRequest: function(orderId, name, currencyAmount, currencyType, paymentType) {
tracker.onChargeRequest(orderId, name, currencyAmount, currencyType, paymentType);
},
onEventDuration: function(category, action, map, duration) {
tracker.onEventDuration(category, action, map, duration);
},
setMemberId: function(mid) {
tracker.setMemberId(mid);
}
}; // 自动加载方法
var autoLoad = function() {
// 进行参数设置
var _aelog_ = _aelog_ || window._aelog_ || [];
var memberId = null;
for (i=0;i<_aelog_.length;i++) {
_aelog_[i][0] === "memberId" && (memberId = _aelog_[i][1]);
}
// 根据是给定memberid,设置memberid的值
memberId && __AE__.setMemberId(memberId);
// 启动session
__AE__.startSession();
}; autoLoad();
})();

demo

<%@ page contentType="text/html; charset=utf-8" pageEncoding="utf-8"%>
<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8">
<title>测试页面1</title>
<script type="text/javascript" src="./js/analytics.js"></script>
</head>
<body>
测试页面1<br/>
跳转到:
<a href="demo.jsp">demo</a>
<a href="demo2.jsp">demo2</a>
<a href="demo3.jsp">demo3</a>
<a href="demo4.jsp">demo4</a>
</body>
</html>

demo2

<%@ page contentType="text/html; charset=utf-8" pageEncoding="utf-8"%>
<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8">
<title>测试页面2</title>
<script type="text/javascript" src="./js/analytics.js"></script>
</head>
<body>
测试页面2
<br/>
<label>orderid: 123456</label><br>
<label>orderName: 测试订单123456</label><br/>
<label>currencyAmount: 524.01</label><br/>
<label>currencyType: RMB</label><br/>
<label>paymentType: alipay</label><br/>
<button onclick="__AE__.onChargeRequest('123456','测试订单123456',524.01,'RMB','alipay')">触发chargeRequest事件</button><br/>
跳转到:
<a href="demo.jsp">demo</a>
<a href="demo2.jsp">demo2</a>
<a href="demo3.jsp">demo3</a>
<a href="demo4.jsp">demo4</a>
</body>
</html>

demo3

<%@ page contentType="text/html; charset=utf-8" pageEncoding="utf-8"%>
<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8">
<title>测试页面3</title>
<script type="text/javascript" src="./js/analytics.js"></script>
</head>
<body>
测试页面3<br/>
<label>category: event的category名称</label><br/>
<label>action: event的action名称</label><br/>
<label>map: {"key1":"value1", "key2":"value2"}</label><br/>
<label>duration: 1245</label><br/>
<button onclick="__AE__.onEventDuration('event的category名称','event的action名称', {'key1':'value1','key2':'value2'}, 1245)">触发带map和duration的事件</button><br/>
<button onclick="__AE__.onEventDuration('event的category名称','event的action名称')">触发不带map和duration的事件</button><br/>
跳转到:
<a href="demo.jsp">demo</a>
<a href="demo2.jsp">demo2</a>
<a href="demo3.jsp">demo3</a>
<a href="demo4.jsp">demo4</a>
</body>
</html>

demo4

<%@ page contentType="text/html; charset=utf-8" pageEncoding="utf-8"%>
<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8">
<title>测试页面4</title>
<script type="text/javascript">
(function(){
var _aelog_ = _aelog_ || window._aelog_ || [];
// 设置_aelog_相关属性
_aelog_.push(["memberId","Transkai"]);
window._aelog_ = _aelog_;
(function(){
var aejs = document.createElement('script');
aejs.type = 'text/javascript';
aejs.async = true;
aejs.src = './js/analytics.js';
var script = document.getElementsByTagName('script')[0];
script.parentNode.insertBefore(aejs, script);
})();
})();
</script>
</head>
<body>
测试页面4<br/>
在本页面设置memberid为Transkai<br/>
跳转到:
<a href="demo.jsp">demo</a>
<a href="demo2.jsp">demo2</a>
<a href="demo3.jsp">demo3</a>
<a href="demo4.jsp">demo4</a>
</body>
</html>
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