diff --git a/.idea/libraries/Maven__com_kumkee_UserAgentParser_0_0_1.xml b/.idea/libraries/Maven__com_kumkee_UserAgentParser_0_0_1.xml
new file mode 100644
index 0000000..b9149fd
--- /dev/null
+++ b/.idea/libraries/Maven__com_kumkee_UserAgentParser_0_0_1.xml
@@ -0,0 +1,13 @@
+<component name="libraryTable">
+  <library name="Maven: com.kumkee:UserAgentParser:0.0.1">
+    <CLASSES>
+      <root url="jar://$MAVEN_REPOSITORY$/com/kumkee/UserAgentParser/0.0.1/UserAgentParser-0.0.1.jar!/" />
+    </CLASSES>
+    <JAVADOC>
+      <root url="jar://$MAVEN_REPOSITORY$/com/kumkee/UserAgentParser/0.0.1/UserAgentParser-0.0.1-javadoc.jar!/" />
+    </JAVADOC>
+    <SOURCES>
+      <root url="jar://$MAVEN_REPOSITORY$/com/kumkee/UserAgentParser/0.0.1/UserAgentParser-0.0.1-sources.jar!/" />
+    </SOURCES>
+  </library>
+</component>
\ No newline at end of file
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 4da4345..1593cf3 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -3,8 +3,7 @@
   <component name="ChangeListManager">
     <list default="true" id="8ccbe0a5-cdf8-4091-a84b-916013277899" name="Default" comment="">
       <change beforePath="" afterPath="$PROJECT_DIR$/.idea/libraries/Maven__com_kumkee_UserAgentParser_0_0_1.xml" />
-      <change beforePath="" afterPath="$PROJECT_DIR$/.idea/uiDesigner.xml" />
-      <change beforePath="" afterPath="$PROJECT_DIR$/src/main/java/com/fjy/hadoop/mapreduce/WordCountPartitionerApp.java" />
+      <change beforePath="" afterPath="$PROJECT_DIR$/src/test/java/com/fjy/hadoop/UserAgentTest.java" />
       <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" afterPath="$PROJECT_DIR$/.idea/workspace.xml" />
       <change beforePath="$PROJECT_DIR$/hadoopstudy.iml" afterPath="$PROJECT_DIR$/hadoopstudy.iml" />
       <change beforePath="$PROJECT_DIR$/pom.xml" afterPath="$PROJECT_DIR$/pom.xml" />
@@ -20,16 +19,28 @@
   </component>
   <component name="FileEditorManager">
     <leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
-      <file leaf-file-name="pom.xml" pinned="false" current-in-tab="true">
+      <file leaf-file-name="pom.xml" pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/pom.xml">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="203">
-              <caret line="30" column="17" lean-forward="false" selection-start-line="30" selection-start-column="17" selection-end-line="30" selection-end-column="17" />
+            <state relative-caret-position="410">
+              <caret line="40" column="43" lean-forward="false" selection-start-line="40" selection-start-column="43" selection-end-line="40" selection-end-column="43" />
               <folding />
             </state>
           </provider>
         </entry>
       </file>
+      <file leaf-file-name="UserAgentTest.java" pinned="false" current-in-tab="true">
+        <entry file="file://$PROJECT_DIR$/src/test/java/com/fjy/hadoop/UserAgentTest.java">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="152">
+              <caret line="21" column="23" lean-forward="true" selection-start-line="21" selection-start-column="23" selection-end-line="21" selection-end-column="23" />
+              <folding>
+                <element signature="imports" expanded="true" />
+              </folding>
+            </state>
+          </provider>
+        </entry>
+      </file>
       <file leaf-file-name="HDFSApp.java" pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/src/test/java/com/fjy/hadoop/HDFSApp.java">
           <provider selected="true" editor-type-id="text-editor">
@@ -140,8 +151,8 @@
         <option value="$PROJECT_DIR$/src/main/java/com/fjy/hadoop/mapreduce/WordCountApp.java" />
         <option value="$PROJECT_DIR$/src/main/java/com/fjy/hadoop/mapreduce/WordCountPartitionerApp.java" />
         <option value="$PROJECT_DIR$/src/test/java/com/fjy/hadoop/UserAgent.java" />
-        <option value="$PROJECT_DIR$/src/test/java/com/fjy/hadoop/UserAgentTest.java" />
         <option value="$PROJECT_DIR$/pom.xml" />
+        <option value="$PROJECT_DIR$/src/test/java/com/fjy/hadoop/UserAgentTest.java" />
       </list>
     </option>
   </component>
@@ -279,7 +290,7 @@
       </list>
     </option>
   </component>
-  <component name="RunManager" selected="Application.UserAgentTest">
+  <component name="RunManager" selected="JUnit.UserAgentTest.testReadFile">
     <configuration default="true" type="Applet" factoryName="Applet">
       <option name="HTML_USED" value="false" />
       <option name="WIDTH" value="400" />
@@ -320,56 +331,6 @@
       <module name="" />
       <envs />
     </configuration>
-    <configuration name="HDFSApp.copyFromLocalFileWithProgress" type="JUnit" factoryName="JUnit" temporary="true" nameIsGenerated="true">
-      <extension name="coverage" enabled="false" merge="false" sample_coverage="true" runner="idea">
-        <pattern>
-          <option name="PATTERN" value="com.fjy.hadoop.*" />
-          <option name="ENABLED" value="true" />
-        </pattern>
-      </extension>
-      <module name="hadoopstudy" />
-      <option name="ALTERNATIVE_JRE_PATH_ENABLED" value="false" />
-      <option name="ALTERNATIVE_JRE_PATH" />
-      <option name="PACKAGE_NAME" value="com.fjy.hadoop" />
-      <option name="MAIN_CLASS_NAME" value="com.fjy.hadoop.HDFSApp" />
-      <option name="METHOD_NAME" value="copyFromLocalFileWithProgress" />
-      <option name="TEST_OBJECT" value="method" />
-      <option name="VM_PARAMETERS" value="-ea" />
-      <option name="PARAMETERS" />
-      <option name="WORKING_DIRECTORY" value="%MODULE_WORKING_DIR%" />
-      <option name="ENV_VARIABLES" />
-      <option name="PASS_PARENT_ENVS" value="true" />
-      <option name="TEST_SEARCH_SCOPE">
-        <value defaultName="singleModule" />
-      </option>
-      <envs />
-      <patterns />
-    </configuration>
-    <configuration name="HDFSApp.copyToLocalFile" type="JUnit" factoryName="JUnit" temporary="true" nameIsGenerated="true">
-      <extension name="coverage" enabled="false" merge="false" sample_coverage="true" runner="idea">
-        <pattern>
-          <option name="PATTERN" value="com.fjy.hadoop.*" />
-          <option name="ENABLED" value="true" />
-        </pattern>
-      </extension>
-      <module name="hadoopstudy" />
-      <option name="ALTERNATIVE_JRE_PATH_ENABLED" value="false" />
-      <option name="ALTERNATIVE_JRE_PATH" />
-      <option name="PACKAGE_NAME" value="com.fjy.hadoop" />
-      <option name="MAIN_CLASS_NAME" value="com.fjy.hadoop.HDFSApp" />
-      <option name="METHOD_NAME" value="copyToLocalFile" />
-      <option name="TEST_OBJECT" value="method" />
-      <option name="VM_PARAMETERS" value="-ea" />
-      <option name="PARAMETERS" />
-      <option name="WORKING_DIRECTORY" value="%MODULE_WORKING_DIR%" />
-      <option name="ENV_VARIABLES" />
-      <option name="PASS_PARENT_ENVS" value="true" />
-      <option name="TEST_SEARCH_SCOPE">
-        <value defaultName="singleModule" />
-      </option>
-      <envs />
-      <patterns />
-    </configuration>
     <configuration name="HDFSApp.delete" type="JUnit" factoryName="JUnit" temporary="true" nameIsGenerated="true">
       <extension name="coverage" enabled="false" merge="false" sample_coverage="true" runner="idea">
         <pattern>
@@ -420,6 +381,56 @@
       <envs />
       <patterns />
     </configuration>
+    <configuration name="UserAgentTest.UserAgentTestParser" type="JUnit" factoryName="JUnit" temporary="true" nameIsGenerated="true">
+      <extension name="coverage" enabled="false" merge="false" sample_coverage="true" runner="idea">
+        <pattern>
+          <option name="PATTERN" value="com.fjy.hadoop.*" />
+          <option name="ENABLED" value="true" />
+        </pattern>
+      </extension>
+      <module name="hadoopstudy" />
+      <option name="ALTERNATIVE_JRE_PATH_ENABLED" value="false" />
+      <option name="ALTERNATIVE_JRE_PATH" />
+      <option name="PACKAGE_NAME" value="com.fjy.hadoop" />
+      <option name="MAIN_CLASS_NAME" value="com.fjy.hadoop.UserAgentTest" />
+      <option name="METHOD_NAME" value="UserAgentTestParser" />
+      <option name="TEST_OBJECT" value="method" />
+      <option name="VM_PARAMETERS" value="-ea" />
+      <option name="PARAMETERS" />
+      <option name="WORKING_DIRECTORY" value="%MODULE_WORKING_DIR%" />
+      <option name="ENV_VARIABLES" />
+      <option name="PASS_PARENT_ENVS" value="true" />
+      <option name="TEST_SEARCH_SCOPE">
+        <value defaultName="singleModule" />
+      </option>
+      <envs />
+      <patterns />
+    </configuration>
+    <configuration name="UserAgentTest.testReadFile" type="JUnit" factoryName="JUnit" temporary="true" nameIsGenerated="true">
+      <extension name="coverage" enabled="false" merge="false" sample_coverage="true" runner="idea">
+        <pattern>
+          <option name="PATTERN" value="com.fjy.hadoop.*" />
+          <option name="ENABLED" value="true" />
+        </pattern>
+      </extension>
+      <module name="hadoopstudy" />
+      <option name="ALTERNATIVE_JRE_PATH_ENABLED" value="false" />
+      <option name="ALTERNATIVE_JRE_PATH" />
+      <option name="PACKAGE_NAME" value="com.fjy.hadoop" />
+      <option name="MAIN_CLASS_NAME" value="com.fjy.hadoop.UserAgentTest" />
+      <option name="METHOD_NAME" value="testReadFile" />
+      <option name="TEST_OBJECT" value="method" />
+      <option name="VM_PARAMETERS" value="-ea" />
+      <option name="PARAMETERS" />
+      <option name="WORKING_DIRECTORY" value="%MODULE_WORKING_DIR%" />
+      <option name="ENV_VARIABLES" />
+      <option name="PASS_PARENT_ENVS" value="true" />
+      <option name="TEST_SEARCH_SCOPE">
+        <value defaultName="singleModule" />
+      </option>
+      <envs />
+      <patterns />
+    </configuration>
     <configuration default="true" type="JUnit" factoryName="JUnit">
       <extension name="coverage" enabled="false" merge="false" sample_coverage="true" runner="idea" />
       <module name="" />
@@ -481,19 +492,19 @@
       <predefined_log_file id="idea.log" enabled="true" />
     </configuration>
     <list size="5">
-      <item index="0" class="java.lang.String" itemvalue="JUnit.HDFSApp.copyFromLocalFileWithProgress" />
-      <item index="1" class="java.lang.String" itemvalue="JUnit.HDFSApp.copyToLocalFile" />
-      <item index="2" class="java.lang.String" itemvalue="JUnit.HDFSApp.listFile" />
-      <item index="3" class="java.lang.String" itemvalue="JUnit.HDFSApp.delete" />
-      <item index="4" class="java.lang.String" itemvalue="Application.UserAgentTest" />
+      <item index="0" class="java.lang.String" itemvalue="JUnit.HDFSApp.listFile" />
+      <item index="1" class="java.lang.String" itemvalue="JUnit.HDFSApp.delete" />
+      <item index="2" class="java.lang.String" itemvalue="Application.UserAgentTest" />
+      <item index="3" class="java.lang.String" itemvalue="JUnit.UserAgentTest.UserAgentTestParser" />
+      <item index="4" class="java.lang.String" itemvalue="JUnit.UserAgentTest.testReadFile" />
     </list>
     <recent_temporary>
       <list size="5">
-        <item index="0" class="java.lang.String" itemvalue="Application.UserAgentTest" />
-        <item index="1" class="java.lang.String" itemvalue="JUnit.HDFSApp.delete" />
-        <item index="2" class="java.lang.String" itemvalue="JUnit.HDFSApp.listFile" />
-        <item index="3" class="java.lang.String" itemvalue="JUnit.HDFSApp.copyToLocalFile" />
-        <item index="4" class="java.lang.String" itemvalue="JUnit.HDFSApp.copyFromLocalFileWithProgress" />
+        <item index="0" class="java.lang.String" itemvalue="JUnit.UserAgentTest.testReadFile" />
+        <item index="1" class="java.lang.String" itemvalue="JUnit.UserAgentTest.UserAgentTestParser" />
+        <item index="2" class="java.lang.String" itemvalue="Application.UserAgentTest" />
+        <item index="3" class="java.lang.String" itemvalue="JUnit.HDFSApp.delete" />
+        <item index="4" class="java.lang.String" itemvalue="JUnit.HDFSApp.listFile" />
       </list>
     </recent_temporary>
   </component>
@@ -523,7 +534,7 @@
       <workItem from="1523931905005" duration="6215000" />
       <workItem from="1524056118416" duration="4576000" />
       <workItem from="1524146174789" duration="602000" />
-      <workItem from="1524196421728" duration="3568000" />
+      <workItem from="1524196421728" duration="4649000" />
     </task>
     <task id="LOCAL-00001" summary="建立初始工程">
       <created>1521904777876</created>
@@ -574,19 +585,17 @@
       <option name="project" value="LOCAL" />
       <updated>1524061191596</updated>
     </task>
-    <option name="localTasksCounter" value="8" />
+    <task id="LOCAL-00008" summary="使用Partitioner">
+      <created>1524213651206</created>
+      <option name="number" value="00008" />
+      <option name="presentableId" value="LOCAL-00008" />
+      <option name="project" value="LOCAL" />
+      <updated>1524213651206</updated>
+    </task>
+    <option name="localTasksCounter" value="9" />
     <servers />
   </component>
   <component name="TestHistory">
-    <history-entry file="HDFSApp_cat - 2018.04.08 at 11h 13m 23s.xml">
-      <configuration name="HDFSApp.cat" configurationId="JUnit" />
-    </history-entry>
-    <history-entry file="HDFSApp_copyFromLocalFile - 2018.04.08 at 11h 19m 18s.xml">
-      <configuration name="HDFSApp.copyFromLocalFile" configurationId="JUnit" />
-    </history-entry>
-    <history-entry file="HDFSApp_copyFromLocalFileWithProgress - 2018.04.08 at 11h 27m 31s.xml">
-      <configuration name="HDFSApp.copyFromLocalFileWithProgress" configurationId="JUnit" />
-    </history-entry>
     <history-entry file="HDFSApp_copyFromLocalFileWithProgress - 2018.04.08 at 11h 28m 28s.xml">
       <configuration name="HDFSApp.copyFromLocalFileWithProgress" configurationId="JUnit" />
     </history-entry>
@@ -608,9 +617,18 @@
     <history-entry file="HDFSApp_rename - 2018.04.08 at 11h 16m 01s.xml">
       <configuration name="HDFSApp.rename" configurationId="JUnit" />
     </history-entry>
+    <history-entry file="UserAgentTest_UserAgentTestParser - 2018.04.20 at 16h 44m 52s.xml">
+      <configuration name="UserAgentTest.UserAgentTestParser" configurationId="JUnit" />
+    </history-entry>
+    <history-entry file="UserAgentTest_testReadFile - 2018.04.20 at 16h 57m 04s.xml">
+      <configuration name="UserAgentTest.testReadFile" configurationId="JUnit" />
+    </history-entry>
+    <history-entry file="UserAgentTest_testReadFile - 2018.04.20 at 16h 58m 20s.xml">
+      <configuration name="UserAgentTest.testReadFile" configurationId="JUnit" />
+    </history-entry>
   </component>
   <component name="TimeTrackingManager">
-    <option name="totallyTimeSpent" value="35753000" />
+    <option name="totallyTimeSpent" value="36834000" />
   </component>
   <component name="ToolWindowManager">
     <frame x="-8" y="-8" width="1936" height="1056" extended-state="6" />
@@ -659,7 +677,8 @@
     <MESSAGE value="补全注释" />
     <MESSAGE value="工作前自动删除已有文件" />
     <MESSAGE value="使用Combiner加快处理效率" />
-    <option name="LAST_COMMIT_MESSAGE" value="使用Combiner加快处理效率" />
+    <MESSAGE value="使用Partitioner" />
+    <option name="LAST_COMMIT_MESSAGE" value="使用Partitioner" />
   </component>
   <component name="XDebuggerManager">
     <breakpoint-manager />
@@ -1125,22 +1144,32 @@
         </state>
       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/src/test/java/com/fjy/hadoop/UserAgentTest.java">
+    <entry file="file://$PROJECT_DIR$/pom.xml">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="0">
-          <caret line="0" column="0" lean-forward="false" selection-start-line="0" selection-start-column="0" selection-end-line="0" selection-end-column="0" />
+        <state relative-caret-position="410">
+          <caret line="40" column="43" lean-forward="false" selection-start-line="40" selection-start-column="43" selection-end-line="40" selection-end-column="43" />
           <folding />
         </state>
       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/pom.xml">
+    <entry file="jar://C:/Program Files/Java/jdk1.8.0_151/src.zip!/java/lang/String.java">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="203">
-          <caret line="30" column="17" lean-forward="false" selection-start-line="30" selection-start-column="17" selection-end-line="30" selection-end-column="17" />
+        <state relative-caret-position="196">
+          <caret line="1924" column="18" lean-forward="false" selection-start-line="1924" selection-start-column="18" selection-end-line="1924" selection-end-column="18" />
           <folding />
         </state>
       </provider>
     </entry>
+    <entry file="file://$PROJECT_DIR$/src/test/java/com/fjy/hadoop/UserAgentTest.java">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="152">
+          <caret line="21" column="23" lean-forward="true" selection-start-line="21" selection-start-column="23" selection-end-line="21" selection-end-column="23" />
+          <folding>
+            <element signature="imports" expanded="true" />
+          </folding>
+        </state>
+      </provider>
+    </entry>
   </component>
   <component name="masterDetails">
     <states>
diff --git a/access.log b/access.log
new file mode 100644
index 0000000..42f1bd2
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+++ b/access.log
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+Mozilla/5.0 (Linux; Android 8.0.0; ONEPLUS A5010 Build/OPR6.170623.013) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.109 Mobile Safari/537.36
+Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/63.0.3239.26 Safari/537.36 Core/1.63.5083.400 QQBrowser/10.0.972.400
+Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/63.0.3239.26 Safari/537.36 Core/1.63.5083.400 QQBrowser/10.0.972.400
+Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/63.0.3239.26 Safari/537.36 Core/1.63.5083.400 QQBrowser/10.0.972.400
+Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:57.0) Gecko/20100101 Firefox/57.0
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/49.0.2623.221 Safari/537.36 SE 2.X MetaSr 1.0
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/62.0.3202.94 Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36 Edge/16.16299
+Mozilla/5.0 (Linux; Android 8.0.0; ONEPLUS A5010 Build/OPR6.170623.013) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.109 Mobile Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.87 UBrowser/6.2.3964.2 Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Linux; Android 8.0.0; ONEPLUS A5010 Build/OPR6.170623.013) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.109 Mobile Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Windows NT 10.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/61.0.3163.79 Safari/537.36 Maxthon/5.2.1.1000
+Mozilla/5.0 (iPhone; CPU iPhone OS 11_1_2 like Mac OS X) AppleWebKit/604.3.5 (KHTML, like Gecko) Mobile/15B202 MicroMessenger/6.6.6 NetType/4G Language/zh_CN
+Mozilla/5.0 (Windows NT 6.3; Win64; x64; rv:59.0) Gecko/20100101 Firefox/59.0
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/56.0.2924.90 Safari/537.36 2345Explorer/9.2.1.17116
+Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.87 Safari/537.36
+Mozilla/5.0 (Linux; Android 8.0.0; ONEPLUS A5010 Build/OPR6.170623.013) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.109 Mobile Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.87 Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.87 Safari/537.36
+Mozilla/5.0 (Linux; Android 8.0; ONEPLUS A5010 Build/OPR6.170623.013; wv) AppleWebKit/537.36 (KHTML, like Gecko) Version/4.0 Chrome/57.0.2987.132 MQQBrowser/6.2 TBS/043909 Mobile Safari/537.36 MicroMessenger/6.6.5.1280(0x26060536) NetType/WIFI Language/zh_CN
+Mozilla/5.0 (Linux; Android 8.0.0; ONEPLUS A5010 Build/OPR6.170623.013) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.109 Mobile Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/63.0.3239.26 Safari/537.36 Core/1.63.5072.400 QQBrowser/10.0.966.400
+Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/63.0.3239.132 Safari/537.36
+Mozilla/5.0 (Windows NT 6.1; rv:58.0) Gecko/20100101 Firefox/58.0
+Mozilla/5.0 (Linux; Android 8.0.0; ONEPLUS A5010 Build/OPR6.170623.013) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.109 Mobile Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Linux; Android 8.0.0; ONEPLUS A5010 Build/OPR6.170623.013) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.109 Mobile Safari/537.36
+Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/63.0.3239.26 Safari/537.36 Core/1.63.5083.400 QQBrowser/10.0.972.400
+Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36
+Mozilla/5.0 (Windows NT 6.3; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/61.0.3163.91 Safari/537.36
+Mozilla/5.0 (Linux; Android 8.0.0; ONEPLUS A5010 Build/OPR6.170623.013) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.109 Mobile Safari/537.36
+Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/63.0.3239.26 Safari/537.36 Core/1.63.4996.400 QQBrowser/10.0.918.400,
\ No newline at end of file
diff --git a/hadoopstudy.iml b/hadoopstudy.iml
index 73a227e..f16fd00 100644
--- a/hadoopstudy.iml
+++ b/hadoopstudy.iml
@@ -12,6 +12,7 @@
     <orderEntry type="sourceFolder" forTests="false" />
     <orderEntry type="library" scope="TEST" name="Maven: junit:junit:4.10" level="project" />
     <orderEntry type="library" scope="TEST" name="Maven: org.hamcrest:hamcrest-core:1.1" level="project" />
+    <orderEntry type="library" name="Maven: com.kumkee:UserAgentParser:0.0.1" level="project" />
     <orderEntry type="library" name="Maven: org.apache.hadoop:hadoop-client:2.6.0-cdh5.7.0" level="project" />
     <orderEntry type="library" name="Maven: org.apache.hadoop:hadoop-common:2.6.0-cdh5.7.0" level="project" />
     <orderEntry type="library" name="Maven: com.google.guava:guava:11.0.2" level="project" />
diff --git a/pom.xml b/pom.xml
index 09f4d8a..9f2d3d6 100644
--- a/pom.xml
+++ b/pom.xml
@@ -30,6 +30,12 @@
       <scope>test</scope>
     </dependency>
 
+    <dependency>
+      <groupId>com.kumkee</groupId>
+      <artifactId>UserAgentParser</artifactId>
+      <version>0.0.1</version>
+    </dependency>
+
     <dependency>
       <groupId>org.apache.hadoop</groupId>
       <artifactId>hadoop-client</artifactId>
diff --git a/src/test/java/com/fjy/hadoop/UserAgentTest.java b/src/test/java/com/fjy/hadoop/UserAgentTest.java
new file mode 100644
index 0000000..cf0e64b
--- /dev/null
+++ b/src/test/java/com/fjy/hadoop/UserAgentTest.java
@@ -0,0 +1,74 @@
+package com.fjy.hadoop;
+
+
+import com.kumkee.userAgent.UserAgent;
+import com.kumkee.userAgent.UserAgentParser;
+import org.apache.commons.lang.StringUtils;
+import org.junit.Test;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.InputStreamReader;
+
+/**
+ * @author F嘉阳
+ * @date 2018-04-20 16:31
+ * UserAgentParser测试类
+ */
+public class UserAgentTest {
+
+    @Test
+    public void testReadFile() throws Exception {
+        String path = "F:\\JAVA Workspace\\hadoopstudy\\access.log";
+        BufferedReader reader = new BufferedReader(new InputStreamReader(new FileInputStream(new File(path))));
+
+        String line = "";
+        int count = 0;
+
+        UserAgentParser userAgentParser = new UserAgentParser();
+
+        while (line != null) {
+            line = reader.readLine();
+            count++;
+            if (StringUtils.isNotBlank(line)) {
+                String source = line;
+                UserAgent agent = userAgentParser.parse(source);
+                //测试
+                String browser = agent.getBrowser();
+                String engine = agent.getEngine();
+                String engineVersion = agent.getEngineVersion();
+                String os = agent.getOs();
+                String platform = agent.getPlatform();
+                boolean mobile = agent.isMobile();
+
+                //输出解析的信息
+                System.out.println(browser + "," + engine + "," + engineVersion + "," + os + "," + platform + "," + mobile);
+            }
+
+        }
+        System.out.println("总记录数："+count);
+    }
+
+    /**
+     * UserAgent工具类的单元测试
+     */
+    @Test
+    public void UserAgentTestParser() {
+        //String source = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/64.0.3282.186 Safari/537.36";
+        String source = "Mozilla/5.0 (Linux; Android 8.0.0; ONEPLUS A5010 Build/OPR6.170623.013) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.109 Mobile Safari/537.36";
+        UserAgentParser userAgentParser = new UserAgentParser();
+        UserAgent agent = userAgentParser.parse(source);
+
+        //测试
+        String browser = agent.getBrowser();
+        String engine = agent.getEngine();
+        String engineVersion = agent.getEngineVersion();
+        String os = agent.getOs();
+        String platform = agent.getPlatform();
+        boolean mobile = agent.isMobile();
+
+        //输出解析的信息
+        System.out.println(browser + "," + engine + "," + engineVersion + "," + os + "," + platform + "," + mobile);
+    }
+}
\ No newline at end of file