diff --git a/chapter1/.idea/workspace.xml b/chapter1/.idea/workspace.xml
index 594fdba..47ad5e3 100644
--- a/chapter1/.idea/workspace.xml
+++ b/chapter1/.idea/workspace.xml
@@ -1,15 +1,9 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <component name="ChangeListManager">
-    <list default="true" id="a5fbb387-9969-4874-8a7f-c9dd40d5225d" name="Default Changelist" comment="">
-      <change afterPath="$PROJECT_DIR$/crawler/client.py" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/crawler/demo.py" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/crawler/taobao/utils.py" afterDir="false" />
+    <list default="true" id="a5fbb387-9969-4874-8a7f-c9dd40d5225d" name="Default Changelist" comment="开始第二章">
       <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/crawler/taobao/items.py" beforeDir="false" afterPath="$PROJECT_DIR$/crawler/taobao/items.py" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/crawler/taobao/pipelines.py" beforeDir="false" afterPath="$PROJECT_DIR$/crawler/taobao/pipelines.py" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/crawler/taobao/settings.py" beforeDir="false" afterPath="$PROJECT_DIR$/crawler/taobao/settings.py" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/crawler/taobao/spiders/jd.py" beforeDir="false" afterPath="$PROJECT_DIR$/crawler/taobao/spiders/jd.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/requirements.txt" beforeDir="false" afterPath="$PROJECT_DIR$/requirements.txt" afterDir="false" />
     </list>
     <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
     <option name="SHOW_DIALOG" value="false" />
@@ -28,8 +22,8 @@
       <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/crawler/taobao/items.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="-545">
-              <caret line="14" selection-start-line="14" selection-end-line="14" />
+            <state relative-caret-position="238">
+              <caret line="64" column="14" selection-start-line="64" selection-start-column="4" selection-end-line="64" selection-end-column="14" />
             </state>
           </provider>
         </entry>
@@ -37,8 +31,8 @@
       <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/crawler/taobao/pipelines.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="205">
-              <caret line="105" column="20" selection-start-line="104" selection-start-column="20" selection-end-line="105" selection-end-column="20" />
+            <state relative-caret-position="-1250">
+              <caret line="15" lean-forward="true" selection-start-line="15" selection-end-line="15" />
               <folding>
                 <element signature="e#193#204#0" expanded="true" />
               </folding>
@@ -58,26 +52,26 @@
       <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/crawler/taobao/settings.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="176">
-              <caret line="115" selection-start-line="115" selection-end-line="115" />
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="true">
-        <entry file="file://$PROJECT_DIR$/crawler/client.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="235">
-              <caret line="36" column="10" lean-forward="true" selection-start-line="36" selection-start-column="10" selection-end-line="36" selection-end-column="10" />
+            <state relative-caret-position="101">
+              <caret line="110" column="28" lean-forward="true" selection-start-line="110" selection-start-column="28" selection-end-line="110" selection-end-column="28" />
             </state>
           </provider>
         </entry>
       </file>
       <file pinned="false" current-in-tab="false">
+        <entry file="file://$PROJECT_DIR$/crawler/client.py">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="235">
+              <caret line="31" column="31" lean-forward="true" selection-start-line="31" selection-start-column="31" selection-end-line="31" selection-end-column="31" />
+            </state>
+          </provider>
+        </entry>
+      </file>
+      <file pinned="false" current-in-tab="true">
         <entry file="file://$PROJECT_DIR$/crawler/taobao/spiders/jd.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="-680">
-              <caret line="85" selection-start-line="85" selection-end-line="85" />
+            <state relative-caret-position="153">
+              <caret line="149" lean-forward="true" selection-start-line="149" selection-end-line="149" />
               <folding>
                 <element signature="e#15#26#0" expanded="true" />
               </folding>
@@ -120,6 +114,7 @@
       <find>TELNETCONSOLE_ENABLED</find>
       <find>EXTENSIONS_BASE</find>
       <find>TELNET</find>
+      <find>HBASE_PORT</find>
     </findStrings>
   </component>
   <component name="Git.Settings">
@@ -171,6 +166,12 @@
               <item name="chapter1" type="462c0819:PsiDirectoryNode" />
               <item name="crawler" type="462c0819:PsiDirectoryNode" />
             </path>
+            <path>
+              <item name="chapter1" type="b2602c69:ProjectViewProjectNode" />
+              <item name="chapter1" type="462c0819:PsiDirectoryNode" />
+              <item name="crawler" type="462c0819:PsiDirectoryNode" />
+              <item name="taobao" type="462c0819:PsiDirectoryNode" />
+            </path>
           </expand>
           <select />
         </subPane>
@@ -335,7 +336,14 @@
       <option name="project" value="LOCAL" />
       <updated>1547476493838</updated>
     </task>
-    <option name="localTasksCounter" value="5" />
+    <task id="LOCAL-00005" summary="开始第二章">
+      <created>1547550283596</created>
+      <option name="number" value="00005" />
+      <option name="presentableId" value="LOCAL-00005" />
+      <option name="project" value="LOCAL" />
+      <updated>1547550283596</updated>
+    </task>
+    <option name="localTasksCounter" value="6" />
     <servers />
   </component>
   <component name="TodoView">
@@ -351,7 +359,7 @@
     <frame x="0" y="23" width="1280" height="777" extended-state="0" />
     <editor active="true" />
     <layout>
-      <window_info active="true" content_ui="combo" id="Project" order="0" visible="true" weight="0.26171243" />
+      <window_info content_ui="combo" id="Project" order="0" visible="true" weight="0.26171243" />
       <window_info id="Structure" order="1" side_tool="true" weight="0.25" />
       <window_info id="Favorites" order="2" side_tool="true" />
       <window_info anchor="bottom" id="Message" order="0" />
@@ -362,7 +370,7 @@
       <window_info anchor="bottom" id="Inspection" order="5" weight="0.4" />
       <window_info anchor="bottom" id="TODO" order="6" weight="0.329927" />
       <window_info anchor="bottom" id="Version Control" order="7" />
-      <window_info anchor="bottom" id="Terminal" order="8" visible="true" weight="0.38686132" />
+      <window_info active="true" anchor="bottom" id="Terminal" order="8" visible="true" weight="0.62919706" />
       <window_info anchor="bottom" id="Event Log" order="9" side_tool="true" />
       <window_info anchor="bottom" id="Python Console" order="10" weight="0.329927" />
       <window_info anchor="right" id="Commander" internal_type="SLIDING" order="0" type="SLIDING" weight="0.4" />
@@ -376,7 +384,8 @@
     <MESSAGE value="增加id字段" />
     <MESSAGE value="加入京东抓取" />
     <MESSAGE value="导入hbase" />
-    <option name="LAST_COMMIT_MESSAGE" value="导入hbase" />
+    <MESSAGE value="开始第二章" />
+    <option name="LAST_COMMIT_MESSAGE" value="开始第二章" />
   </component>
   <component name="editorHistoryManager">
     <entry file="file://$PROJECT_DIR$/crawler/scrapy.cfg">
@@ -594,6 +603,13 @@
         </state>
       </provider>
     </entry>
+    <entry file="file:///usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/lib/python3.7/telnetlib.py">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="291">
+          <caret line="289" column="33" lean-forward="true" selection-start-line="289" selection-start-column="33" selection-end-line="289" selection-end-column="33" />
+        </state>
+      </provider>
+    </entry>
     <entry file="file://$PROJECT_DIR$/env/lib/python3.7/site-packages/scrapy/http/request/__init__.py">
       <provider selected="true" editor-type-id="text-editor">
         <state relative-caret-position="180">
@@ -601,12 +617,19 @@
         </state>
       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/crawler/taobao/spiders/jd.py">
+    <entry file="file://$PROJECT_DIR$/crawler/taobao/items.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="-680">
-          <caret line="85" selection-start-line="85" selection-end-line="85" />
+        <state relative-caret-position="238">
+          <caret line="64" column="14" selection-start-line="64" selection-start-column="4" selection-end-line="64" selection-end-column="14" />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/crawler/taobao/pipelines.py">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="-1250">
+          <caret line="15" lean-forward="true" selection-start-line="15" selection-end-line="15" />
           <folding>
-            <element signature="e#15#26#0" expanded="true" />
+            <element signature="e#193#204#0" expanded="true" />
           </folding>
         </state>
       </provider>
@@ -618,41 +641,27 @@
         </state>
       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/crawler/taobao/pipelines.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="205">
-          <caret line="105" column="20" selection-start-line="104" selection-start-column="20" selection-end-line="105" selection-end-column="20" />
-          <folding>
-            <element signature="e#193#204#0" expanded="true" />
-          </folding>
-        </state>
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/crawler/taobao/items.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="-545">
-          <caret line="14" selection-start-line="14" selection-end-line="14" />
-        </state>
-      </provider>
-    </entry>
     <entry file="file://$PROJECT_DIR$/crawler/taobao/settings.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="176">
-          <caret line="115" selection-start-line="115" selection-end-line="115" />
-        </state>
-      </provider>
-    </entry>
-    <entry file="file:///usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/lib/python3.7/telnetlib.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="291">
-          <caret line="289" column="33" lean-forward="true" selection-start-line="289" selection-start-column="33" selection-end-line="289" selection-end-column="33" />
+        <state relative-caret-position="101">
+          <caret line="110" column="28" lean-forward="true" selection-start-line="110" selection-start-column="28" selection-end-line="110" selection-end-column="28" />
         </state>
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/crawler/client.py">
       <provider selected="true" editor-type-id="text-editor">
         <state relative-caret-position="235">
-          <caret line="36" column="10" lean-forward="true" selection-start-line="36" selection-start-column="10" selection-end-line="36" selection-end-column="10" />
+          <caret line="31" column="31" lean-forward="true" selection-start-line="31" selection-start-column="31" selection-end-line="31" selection-end-column="31" />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/crawler/taobao/spiders/jd.py">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="153">
+          <caret line="149" lean-forward="true" selection-start-line="149" selection-end-line="149" />
+          <folding>
+            <element signature="e#15#26#0" expanded="true" />
+          </folding>
         </state>
       </provider>
     </entry>
diff --git a/chapter1/requirements.txt b/chapter1/requirements.txt
index 9d44971..a0fc317 100644
--- a/chapter1/requirements.txt
+++ b/chapter1/requirements.txt
@@ -4,13 +4,18 @@ attrs==18.2.0
 Automat==0.7.0
 backcall==0.1.0
 bleach==3.1.0
+certifi==2018.11.29
 cffi==1.11.5
+chardet==3.0.4
 constantly==15.1.0
 cryptography==2.4.2
 cssselect==1.0.3
+Cython==0.29.2
 decorator==4.3.0
 defusedxml==0.5.0
+Django==2.1.5
 entrypoints==0.3
+happybase==1.1.0
 hyperlink==18.0.0
 idna==2.8
 incremental==17.5.0
@@ -39,6 +44,7 @@ parso==0.3.1
 pexpect==4.6.0
 pickleshare==0.7.5
 Pillow==5.4.1
+ply==3.11
 prometheus-client==0.5.0
 prompt-toolkit==2.0.7
 ptyprocess==0.6.0
@@ -54,7 +60,9 @@ pytz==2018.9
 pyzmq==17.1.2
 qtconsole==4.4.3
 queuelib==1.5.0
+requests==2.21.0
 Scrapy==1.5.1
+scrapy-jsonrpc==0.3.0
 scrapy-splash==0.7.2
 selenium==3.141.0
 Send2Trash==1.5.0
@@ -62,6 +70,7 @@ service-identity==18.1.0
 six==1.12.0
 terminado==0.8.1
 testpath==0.4.2
+thriftpy==0.3.9
 tornado==5.1.1
 traitlets==4.3.2
 Twisted==18.9.0
diff --git a/chapter2/mysite/db.sqlite3 b/chapter2/mysite/db.sqlite3
new file mode 100644
index 0000000..e69de29
diff --git a/chapter2/mysite/myapp/scrapy_client.py b/chapter2/mysite/myapp/scrapy_client.py
new file mode 100644
index 0000000..3b63556
--- /dev/null
+++ b/chapter2/mysite/myapp/scrapy_client.py
@@ -0,0 +1,45 @@
+#coding=utf-8
+
+import telnetlib
+import re
+import pdb
+import happybase
+
+
+def get_crawl_data_info():
+		connection = happybase.Connection('106.75.85.84', port=40009)
+		table = connection.table('jd')
+		num = 0
+		for i in table.scan(scan_batching=True):
+				num += 1
+		return num
+
+
+def do_telnet(Host, finish):
+    '''Telnet远程登录：Windows客户端连接Linux服务器'''
+
+    # 连接Telnet服务器
+    tn = telnetlib.Telnet(Host, port=6023, timeout=10)
+    tn.set_debuglevel(2)
+
+    # 输入登录用户名
+    out = tn.read_until(finish)
+    tn.write(b'est()\n')
+
+    # 输入登录密码
+    out = tn.read_until(finish)
+
+    tn.close()  # tn.write('exit\n')
+
+    return out.decode('utf8')
+
+def get_scrapy_info():
+		response = do_telnet('127.0.0.1', b'>>> ')
+		mm = re.findall(r'(.+?)\s+?:\s+?(.+?)\s+', response)
+		info = {}
+		for m in mm:
+			info[m[0]] = m[1]
+		return info
+
+if __name__ == "__main__":
+		print(get_crawl_data_info())
\ No newline at end of file
diff --git a/chapter2/mysite/myapp/templates/myapp/crawl.html b/chapter2/mysite/myapp/templates/myapp/crawl.html
new file mode 100644
index 0000000..9ad450e
--- /dev/null
+++ b/chapter2/mysite/myapp/templates/myapp/crawl.html
@@ -0,0 +1,44 @@
+<!DOCTYPE html>
+<html>
+<head>
+	<title>数据抓取</title>
+</head>
+<body>
+
+	<h2>爬虫运行状态</h2>
+	<hr/>
+	<table>
+{% for k, v in info.items %}
+	
+		
+	<tr>
+		<td>{{ k }}</td>
+		<td>{{ v }}</td>
+	</tr>
+
+{% endfor %}
+</table>
+
+<h2>数据抓取状态</h2>
+<hr/>
+
+<table>
+	<tr>
+		<td>表名</td>
+		<td>抓取条数</td>
+	</tr>
+
+	<tr>
+		<td>商品表</td>
+		<td></td>
+	</tr>
+
+	<tr>
+		<td>评论表</td>
+		<td></td>
+	</tr>
+
+</table>
+
+</body>
+</html>
\ No newline at end of file
diff --git a/chapter2/mysite/myapp/templates/myapp/index.html b/chapter2/mysite/myapp/templates/myapp/index.html
new file mode 100644
index 0000000..2d4a9a2
--- /dev/null
+++ b/chapter2/mysite/myapp/templates/myapp/index.html
@@ -0,0 +1,14 @@
+<!DOCTYPE html>
+<html>
+<head>
+	<title>Spark电商大数据</title>
+</head>
+<body>
+
+<ul>
+	<li><a href={% url 'crawl' %}>数据抓取</a></li>
+	<li><a href="">数据分析</a></li>
+</ul>
+
+</body>
+</html>
\ No newline at end of file
diff --git a/chapter2/mysite/myapp/urls.py b/chapter2/mysite/myapp/urls.py
new file mode 100644
index 0000000..67b25f6
--- /dev/null
+++ b/chapter2/mysite/myapp/urls.py
@@ -0,0 +1,8 @@
+from django.urls import path
+
+from . import views
+
+urlpatterns = [
+    path('',      views.index, name='index'),
+    path('crawl', views.crawl, name='crawl'),
+]
\ No newline at end of file