From: Snapshot-Content-Location: https://greeensy.github.io/2013/04/19/Big-Data/ Subject: =?utf-8?Q?=E5=A4=A7=E6=95=B0=E6=8D=AE=E5=AD=A6=E4=B9=A0=E7=AC=94=E8=AE=B0?= =?utf-8?Q?=20|=20GreeenSY's=20Blog?= Date: Mon, 10 Jun 2024 16:41:48 +0800 MIME-Version: 1.0 Content-Type: multipart/related; type="text/html"; boundary="----MultipartBoundary--F3ocN0pz4ALsu68aWMeq7fmtEIy9cdRRRCGrrK5ZtH----" ------MultipartBoundary--F3ocN0pz4ALsu68aWMeq7fmtEIy9cdRRRCGrrK5ZtH---- Content-Type: text/html Content-ID: Content-Transfer-Encoding: quoted-printable Content-Location: https://greeensy.github.io/2013/04/19/Big-Data/ =20 =20 =E5=A4=A7=E6=95=B0=E6=8D=AE=E5=AD=A6=E4=B9=A0=E7=AC=94=E8=AE=B0 | = GreeenSY's Blog =20 =20 =20 =20 =20 =20 =20
=20

GreeenSY

=09

=E8=87=AA=E7=94=B1=E4=B8=BB=E4=B9=89

=09
=09
=20
=20
=20 =20

=E5=A4=A7=E6=95=B0=E6=8D=AE=E5=AD=A6=E4=B9=A0=E7=AC=94=E8=AE=B0

=20 =20 =20
=20
=20

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=E5=A4=A7=E6=95=B0=E6=8D=AE

=E4= =BB=80=E4=B9=88=E6=98=AF=E5=A4=A7=E6=95=B0=E6=8D=AE=EF=BC=9F

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Wiki=E4=B8=8A=E7=9A=84=E8=A7=A3=E9=87= =8A=E6=98=AF=E8=BF=99=E6=A0=B7=E7=9A=84=EF=BC=9A

=E5=B7=A8=E9=87=8F=E8=B5=84=E6=96=99(big data)=EF=BC=8C=E6=88=96=E7=A7= =B0=E5=A4=A7=E6=95=B0=E6=8D=AE=E3=80=81=E6=B5=B7=E9=87=8F=E8=B5=84=E6=96=99= =EF=BC=8C=E6=8C=87=E7=9A=84=E6=98=AF=E6=89=80=E6=B6=89=E5=8F=8A=E7=9A=84=E8= =B5=84=E6=96=99=E9=87=8F=E8=A7=84=E6=A8=A1=E5=B7=A8=E5=A4=A7=E5=88=B0=E6=97= =A0=E6=B3=95=E9=80=8F=E8=BF=87=E7=9B=AE=E5=89=8D=E4=B8=BB=E6=B5=81=E8=BD=AF= =E4=BB=B6=E5=B7=A5=E5=85=B7=EF=BC=8C=E5=9C=A8=E5=90=88=E7=90=86=E6=97=B6=E9= =97=B4=E5=86=85=E8=BE=BE=E5=88=B0=E6=92=B7=E5=8F=96=E3=80=81=E7=AE=A1=E7=90= =86=E3=80=81=E5=A4=84=E7=90=86=E3=80=81=E5=B9=B6=E6=95=B4=E7=90=86=E6=88=90= =E4=B8=BA=E5=B8=AE=E5=8A=A9=E4=BC=81=E4=B8=9A=E7=BB=8F=E8=90=A5=E5=86=B3=E7= =AD=96=E6=9B=B4=E7=A7=AF=E6=9E=81=E7=9B=AE=E7=9A=84=E7=9A=84=E8=B5=84=E8=AE= =AF=E3=80=82 =E5=A4=A7=E6=95=B0=E6=8D=AE=E7=9A=844V=E7=89=B9=E7=82=B9=EF=BC= =9AVolume=E3=80=81Velocity=E3=80=81Variety=E3=80=81Veracity=E3=80=82

=E2=80=9C=E5=A4=A7=E6=95=B0=E6=8D=AE=E2=80=9D=E6=98=AF=E7=94=B1=E6=95=B0= =E9=87=8F=E5=B7=A8=E5=A4=A7=E3=80=81=E7=BB=93=E6=9E=84=E5=A4=8D=E6=9D=82=E3= =80=81=E7=B1=BB=E5=9E=8B=E4=BC=97=E5=A4=9A=E6=95=B0=E6=8D=AE=E6=9E=84=E6=88= =90=E7=9A=84=E6=95=B0=E6=8D=AE=E9=9B=86=E5=90=88=EF=BC=8C=E6=98=AF=E5=9F=BA= =E4=BA=8E=E4=BA=91=E8=AE=A1=E7=AE=97=E7=9A=84=E6=95=B0=E6=8D=AE=E5=A4=84=E7= =90=86=E4=B8=8E=E5=BA=94=E7=94=A8=E6=A8=A1=E5=BC=8F=EF=BC=8C=E9=80=9A=E8=BF= =87=E6=95=B0=E6=8D=AE=E7=9A=84=E6=95=B4=E5=90=88=E5=85=B1=E4=BA=AB=EF=BC=8C= =E4=BA=A4=E5=8F=89=E5=A4=8D=E7=94=A8,=E5=BD=A2=E6=88=90=E7=9A=84=E6=99=BA= =E5=8A=9B=E8=B5=84=E6=BA=90=E5=92=8C=E7=9F=A5=E8=AF=86=E6=9C=8D=E5=8A=A1=E8= =83=BD=E5=8A=9B=E3=80=82

=E5=A4=A7=E6=95=B0=E6=8D=AE= =E7=9A=84=E7=89=B9=E7=82=B9

=E5=A4=A7=E6=95=B0=E6=8D=AE=E6=9C=89=E5= =9B=9B=E6=96=B9=E9=9D=A2=E7=89=B9=E7=82=B9=EF=BC=9A

  1. =E5=AE=B9=E9=87=8F=EF=BC=9A=E6=95=B0=E9=87=8F=E5=A4=A7=E5=B9=B6=E4=B8= =94=E4=BB=8D=E5=9C=A8=E7=88=86=E5=8F=91=E6=80=A7=E5=A2=9E=E9=95=BF=EF=BC=8C= =E5=B7=B2=E7=BB=8F=E9=80=90=E6=B8=90=E7=94=B1TB=E7=BA=A7=E5=90=91PB=E7=BA= =A7=E8=BD=AC=E7=A7=BB=EF=BC=8C=E9=9C=80=E8=A6=81=E6=9B=B4=E6=99=BA=E8=83=BD= =EF=BC=88=E5=B9=B6=E9=9D=9E=E5=BC=BA=E5=8A=9B=EF=BC=89=E7=9A=84=E5=A4=A7=E8= =A7=84=E6=A8=A1=E5=B9=B6=E8=A1=8C=E5=A4=84=E7=90=86=EF=BC=8C=E5=90=8C=E6=97= =B6=E9=9D=9E=E7=BB=93=E6=9E=84=E8=AF=9D=E7=9A=84=E6=95=B0=E6=8D=AE=E8=BF=85= =E9=80=9F=E5=A2=9E=E9=95=BF=EF=BC=88=E6=98=AF=E7=BB=93=E6=9E=84=E5=8C=96=E6= =95=B0=E6=8D=AE=E5=A2=9E=E9=95=BF=E9=80=9F=E5=BA=A6=E7=9A=8410~50=E5=80=8D= =EF=BC=89=E5=B9=B6=E5=8D=A0=E5=88=B0=E6=80=BB=E6=95=B0=E6=8D=AE=E9=87=8F=E7= =9A=8480%=E4=BB=A5=E4=B8=8A=E3=80=82
  2. =E9=80=9F=E5=BA=A6=EF=BC=9A=E5=AE=9E=E6=97=B6=E5=88=86=E6=9E=90=E8=80= =8C=E9=9D=9E=E6=89=B9=E9=87=8F=E5=88=86=E6=9E=90=EF=BC=8C=E6=95=B0=E6=8D=AE= =E7=9A=84=E5=AD=98=E5=85=A5=E3=80=81=E5=88=86=E6=9E=90=E4=B8=8E=E5=88=A0=E9= =99=A4=E9=83=BD=E6=9C=89=E7=9D=80=E5=AE=9E=E6=97=B6=E6=80=A7=E7=9A=84=E9=9C= =80=E6=B1=82=EF=BC=8C=E9=9C=80=E8=A6=81=E7=AB=8B=E7=AB=BF=E8=A7=81=E5=BD=B1= =E3=80=82
  3. =E5=A4=9A=E6=A0=B7=E6=80=A7=EF=BC=9A=E5=A4=A7=E6=95=B0=E6=8D=AE=E7=9A= =84=E5=BC=82=E6=9E=84=E4=B8=8E=E5=A4=9A=E5=8F=98=E6=80=A7=E8=B4=A8=EF=BC=8C= =E4=B8=8D=E5=90=8C=E5=BD=A2=E5=BC=8F=EF=BC=88=E6=96=87=E6=9C=AC=E3=80=81=E8= =A7=86=E9=A2=91=E3=80=81=E5=9B=BE=E7=89=87=E3=80=81=E6=96=87=E6=A1=A3=EF=BC= =89=EF=BC=8C=E6=97=A0=E8=AE=A1=E5=88=92=E6=88=96=E7=BC=BA=E4=B9=8F=E8=AE=A1= =E5=88=92=EF=BC=8C=E4=B8=8D=E8=BF=9E=E8=B4=AF=E7=9A=84=E8=AF=AD=E6=B3=95=E5= =92=8C=E8=AF=AD=E4=B9=89=E3=80=82
  4. =E4=BB=B7=E5=80=BC=EF=BC=9A=E5=AF=B9=E6=9C=AA=E6=9D=A5=E8=B6=8B=E5=8A= =BF=E4=B8=8E=E6=A8=A1=E5=BC=8F=E7=9A=84=E5=8F=AF=E9=A2=84=E6=B5=8B=E5=88=86= =E6=9E=90=E3=80=82

=E5=A4=A7=E6=95=B0=E6=8D=AE= =E7=9A=84=E6=8C=91=E6=88=98

=E6=8C=91=E6=88=98=E4=B8=BB=E8=A6=81=E5= =9C=A8=E4=B8=89=E4=B8=AA=E6=96=B9=E9=9D=A2=EF=BC=9A

  • Data is Big
  • Data is Dirty
  • Complex question

=E7=AC=AC=E4=B8=80=E6=96=B9=E9=9D=A2=E4=B8=8D=E7=94=A8=E5=A4=9A=E8=AF=B4= =EF=BC=8C=E6=95=B0=E6=8D=AE=E9=87=8F=E5=A4=A7=E5=B9=B6=E4=B8=94=E7=88=86=E5= =8F=91=E5=BC=8F=E5=A2=9E=E9=95=BF=E3=80=82=E7=AC=AC=E4=BA=8C=E6=96=B9=E9=9D= =A2=E8=AF=B4Dirty=E6=98=AF=E5=9B=A0=E4=B8=BA=E6=95=B0=E6=8D=AE=E5=AD=98=E5= =9C=A8=E5=BC=82=E6=9E=84=E6=96=B9=E9=9D=A2=E7=9A=84=E9=97=AE=E9=A2=98=EF=BC= =8C=E5=90=8C=E6=97=B6=E5=A4=9A=E7=A7=8D=E4=B8=8D=E5=90=8C=E6=95=B0=E6=8D=AE= =E7=B1=BB=E5=9E=8B=E5=AF=BC=E8=87=B4=E6=97=A0=E6=A8=A1=E5=BC=8F=E3=80=81=E4= =B8=8D=E4=B8=80=E8=87=B4=E7=9A=84=E8=AF=AD=E6=B3=95=E5=92=8C=E8=AF=AD=E4=B9= =89=EF=BC=8C=E4=BD=BF=E5=BE=97=E4=BC=A0=E7=BB=9F=E7=9A=84=E6=96=B9=E6=B3=95= =E6=97=A0=E6=B3=95=E5=A4=84=E7=90=86=E3=80=82=E7=AC=AC=E4=B8=89=E6=96=B9=E9= =9D=A2=E6=98=AF=E5=A4=8D=E6=9D=82=E7=9A=84=E9=97=AE=E9=A2=98=EF=BC=9A=E6=99= =BA=E8=83=BD=E4=BA=A4=E9=80=9A=E3=80=81=E4=BB=B7=E5=80=BC=E5=88=86=E6=9E=90= =E3=80=81=E5=88=86=E5=B8=83=E5=BC=8F=E5=B9=B6=E8=A1=8C=E8=AE=A1=E7=AE=97=E3= =80=81=E5=AE=9E=E6=97=B6=EF=BC=88real-time=EF=BC=89=E6=80=A7=E5=A4=84=E7=90= =86=E3=80=81open-ended=E9=97=AE=E9=A2=98=E7=AD=89=E3=80=82

Hadoop

Hadoop=E7=AE=80=E4=BB=8B

=E6=B3=A8=EF=BC=8C=E6= =AD=A4=E9=83=A8=E5=88=86=E5=86=85=E5=AE=B9=E4=B8=BB=E8=A6=81=E6=91=98=E9=80= =89=E8=87=AA

Hadoop=E6=98=AFApache=E8=BD=AF=E4=BB=B6=E5=9F=BA=E9=87=91=E4=BC=9A=E6=89= =80=E7=A0=94=E5=8F=91=E7=9A=84=E5=BC=80=E6=94=BE=E6=BA=90=E7=A0=81=E5=B9=B6= =E8=A1=8C=E8=BF=90=E7=AE=97=E7=BC=96=E7=A8=8B=E5=B7=A5=E5=85=B7=E5=92=8C=E5= =88=86=E6=95=A3=E5=BC=8F=E6=A1=A3=E6=A1=88=E7=B3=BB=E7=BB=9F=EF=BC=8C=E6=A0= =B9=E6=8D=AEGoogle=E5=85=AC=E5=8F=B8=E5=8F=91=E8=A1=A8=E7=9A=84MapReduce=E5= =92=8CGoogle=E6=A1=A3=E6=A1=88=E7=B3=BB=E7=BB=9F=E7=9A=84=E8=AE=BA=E6=96=87= =EF=BC=8C=E8=87=AA=E8=A1=8C=E5=AE=9E=E4=BD=9C=E8=80=8C=E6=88=90=E3=80=82

Hadoop=E4=BD=BF=E5=BE=97=E6=88=B7=E5=8F=AF=E4=BB=A5=E5=9C=A8=E4=B8=8D=E4= =BA=86=E8=A7=A3=E5=88=86=E5=B8=83=E5=BC=8F=E5=BA=95=E5=B1=82=E7=BB=86=E8=8A= =82=E7=9A=84=E6=83=85=E5=86=B5=E4=B8=8B=EF=BC=8C=E5=BC=80=E5=8F=91=E5=88=86= =E5=B8=83=E5=BC=8F=E7=A8=8B=E5=BA=8F=EF=BC=8C=E5=85=85=E5=88=86=E5=88=A9=E7= =94=A8=E9=9B=86=E7=BE=A4=E7=9A=84=E5=A8=81=E5=8A=9B=E9=AB=98=E9=80=9F=E8=BF= =90=E7=AE=97=E5=92=8C=E5=AD=98=E5=82=A8=E3=80=82

Hadoop =E6=98=AFApache =E4=B8=8B=E7=9A=84=E4=B8=80=E4=B8=AA=E9=A1=B9=E7= =9B=AE=EF=BC=8C=E7=94=B1HDFS=E3=80=81MapReduce=E3=80=81HBase=E3=80=81Hive = =E5=92=8CZooKeeper=E7=AD=89=E6=88=90=E5=91=98=E7=BB=84=E6=88=90=E3=80=82=E5= =85=B6=E4=B8=AD=EF=BC=8CHDFS =E5=92=8CMapReduce =E6=98=AF=E4=B8=A4=E4=B8=AA= =E6=9C=80=E5=9F=BA=E7=A1=80=E6=9C=80=E9=87=8D=E8=A6=81=E7=9A=84=E6=88=90=E5= =91=98=E3=80=82

Hadoop=E7=9A=84= =E4=BC=98=E7=82=B9

Hadoop=E6=98=AF=E4=B8=80=E4=B8=AA=E8=83=BD=E5=A4= =9F=E8=AE=A9=E7=94=A8=E6=88=B7=E8=BD=BB=E6=9D=BE=E6=9E=B6=E6=9E=84=E5=92=8C= =E4=BD=BF=E7=94=A8=E7=9A=84=E5=88=86=E5=B8=83=E5=BC=8F=E8=AE=A1=E7=AE=97=E5= =B9=B3=E5=8F=B0=E3=80=82=E7=94=A8=E6=88=B7=E5=8F=AF=E4=BB=A5=E8=BD=BB=E6=9D= =BE=E5=9C=B0=E5=9C=A8Hadoop=E4=B8=8A=E5=BC=80=E5=8F=91=E5=92=8C=E8=BF=90=E8= =A1=8C=E5=A4=84=E7=90=86=E6=B5=B7=E9=87=8F=E6=95=B0=E6=8D=AE=E7=9A=84=E5=BA= =94=E7=94=A8=E7=A8=8B=E5=BA=8F=E3=80=82=E5=AE=83=E4=B8=BB=E8=A6=81=E6=9C=89= =E4=BB=A5=E4=B8=8B=E5=87=A0=E4=B8=AA=E4=BC=98=E7=82=B9=EF=BC=9A

  1. =E9=AB=98=E5=8F=AF=E9=9D=A0=E6=80=A7=E3=80=82Hadoop=E6=8C=89=E4=BD=8D= =E5=AD=98=E5=82=A8=E5=92=8C=E5=A4=84=E7=90=86=E6=95=B0=E6=8D=AE=E7=9A=84=E8= =83=BD=E5=8A=9B=E5=80=BC=E5=BE=97=E4=BA=BA=E4=BB=AC=E4=BF=A1=E8=B5=96=E3=80= =82
  2. =E9=AB=98=E6=89=A9=E5=B1=95=E6=80=A7=E3=80=82Hadoop=E6=98=AF=E5=9C=A8= =E5=8F=AF=E7=94=A8=E7=9A=84=E8=AE=A1=E7=AE=97=E6=9C=BA=E9=9B=86=E7=B0=87=E9= =97=B4=E5=88=86=E9=85=8D=E6=95=B0=E6=8D=AE=E5=B9=B6=E5=AE=8C=E6=88=90=E8=AE= =A1=E7=AE=97=E4=BB=BB=E5=8A=A1=E7=9A=84=EF=BC=8C=E8=BF=99=E4=BA=9B=E9=9B=86= =E7=B0=87=E5=8F=AF=E4=BB=A5=E6=96=B9=E4=BE=BF=E5=9C=B0=E6=89=A9=E5=B1=95=E5= =88=B0=E6=95=B0=E4=BB=A5=E5=8D=83=E8=AE=A1=E7=9A=84=E8=8A=82=E7=82=B9=E4=B8= =AD=E3=80=82
  3. =E9=AB=98=E6=95=88=E6=80=A7=E3=80=82Hadoop=E8=83=BD=E5=A4=9F=E5=9C=A8= =E8=8A=82=E7=82=B9=E4=B9=8B=E9=97=B4=E5=8A=A8=E6=80=81=E5=9C=B0=E7=A7=BB=E5= =8A=A8=E6=95=B0=E6=8D=AE=EF=BC=8C=E5=B9=B6=E4=BF=9D=E8=AF=81=E5=90=84=E4=B8= =AA=E8=8A=82=E7=82=B9=E7=9A=84=E5=8A=A8=E6=80=81=E5=B9=B3=E8=A1=A1=EF=BC=8C= =E5=9B=A0=E6=AD=A4=E5=A4=84=E7=90=86=E9=80=9F=E5=BA=A6=E9=9D=9E=E5=B8=B8=E5= =BF=AB=E3=80=82
  4. =E9=AB=98=E5=AE=B9=E9=94=99=E6=80=A7=E3=80=82Hadoop=E8=83=BD=E5=A4=9F= =E8=87=AA=E5=8A=A8=E4=BF=9D=E5=AD=98=E6=95=B0=E6=8D=AE=E7=9A=84=E5=A4=9A=E4= =B8=AA=E5=89=AF=E6=9C=AC=EF=BC=8C=E5=B9=B6=E4=B8=94=E8=83=BD=E5=A4=9F=E8=87= =AA=E5=8A=A8=E5=B0=86=E5=A4=B1=E8=B4=A5=E7=9A=84=E4=BB=BB=E5=8A=A1=E9=87=8D= =E6=96=B0=E5=88=86=E9=85=8D=E3=80=82

Hadoop=E7=9A=84= =E6=9E=B6=E6=9E=84

Hadoop =E6=9C=89=E8=AE=B8=E5=A4=9A=E5=85=83=E7=B4= =A0=E6=9E=84=E6=88=90=E3=80=82=E5=85=B6=E6=9C=80=E5=BA=95=E9=83=A8=E6=98=AF= Hadoop Distributed File System=EF=BC=88HDFS=EF=BC=89=EF=BC=8C=E5=AE=83=E5= =AD=98=E5=82=A8 Hadoop =E9=9B=86=E7=BE=A4=E4=B8=AD=E6=89=80=E6=9C=89=E5=AD= =98=E5=82=A8=E8=8A=82=E7=82=B9=E4=B8=8A=E7=9A=84=E6=96=87=E4=BB=B6=E3=80=82= HDFS=EF=BC=88=E5=AF=B9=E4=BA=8E=E6=9C=AC=E6=96=87=EF=BC=89=E7=9A=84=E4=B8= =8A=E4=B8=80=E5=B1=82=E6=98=AF MapReduce =E5=BC=95=E6=93=8E=EF=BC=8C=E8=AF= =A5=E5=BC=95=E6=93=8E=E7=94=B1 JobTrackers =E5=92=8C TaskTrackers =E7=BB=84= =E6=88=90=E3=80=82

HDFS

=E5=AF=B9=E5=A4= =96=E9=83=A8=E5=AE=A2=E6=88=B7=E6=9C=BA=E8=80=8C=E8=A8=80=EF=BC=8CHDFS =E5= =B0=B1=E5=83=8F=E4=B8=80=E4=B8=AA=E4=BC=A0=E7=BB=9F=E7=9A=84=E5=88=86=E7=BA= =A7=E6=96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F=E3=80=82=E5=8F=AF=E4=BB=A5=E5=88=9B= =E5=BB=BA=E3=80=81=E5=88=A0=E9=99=A4=E3=80=81=E7=A7=BB=E5=8A=A8=E6=88=96=E9= =87=8D=E5=91=BD=E5=90=8D=E6=96=87=E4=BB=B6=EF=BC=8C=E7=AD=89=E7=AD=89=E3=80= =82=E4=BD=86=E6=98=AF HDFS =E7=9A=84=E6=9E=B6=E6=9E=84=E6=98=AF=E5=9F=BA=E4= =BA=8E=E4=B8=80=E7=BB=84=E7=89=B9=E5=AE=9A=E7=9A=84=E8=8A=82=E7=82=B9=E6=9E= =84=E5=BB=BA=E7=9A=84=EF=BC=88=E5=A6=82=E4=B8=8B=E5=9B=BE=EF=BC=89=EF=BC=8C= =E8=BF=99=E6=98=AF=E7=94=B1=E5=AE=83=E8=87=AA=E8=BA=AB=E7=9A=84=E7=89=B9=E7= =82=B9=E5=86=B3=E5=AE=9A=E7=9A=84=E3=80=82=E8=BF=99=E4=BA=9B=E8=8A=82=E7=82= =B9=E5=8C=85=E6=8B=AC NameNode=EF=BC=88=E4=BB=85=E4=B8=80=E4=B8=AA=EF=BC=89= =EF=BC=8C=E5=AE=83=E5=9C=A8 HDFS =E5=86=85=E9=83=A8=E6=8F=90=E4=BE=9B=E5=85= =83=E6=95=B0=E6=8D=AE=E6=9C=8D=E5=8A=A1=EF=BC=9BDataNode=EF=BC=8C=E5=AE=83= =E4=B8=BA HDFS =E6=8F=90=E4=BE=9B=E5=AD=98=E5=82=A8=E5=9D=97=E3=80=82=E7=94= =B1=E4=BA=8E=E4=BB=85=E5=AD=98=E5=9C=A8=E4=B8=80=E4=B8=AA NameNode=EF=BC=8C= =E5=9B=A0=E6=AD=A4=E8=BF=99=E6=98=AF HDFS =E7=9A=84=E4=B8=80=E4=B8=AA=E7=BC= =BA=E7=82=B9=EF=BC=88=E5=8D=95=E7=82=B9=E5=A4=B1=E8=B4=A5=EF=BC=89=E3=80=82= =E5=AD=98=E5=82=A8=E5=9C=A8 HDFS =E4=B8=AD=E7=9A=84=E6=96=87=E4=BB=B6=E8=A2= =AB=E5=88=86=E6=88=90=E5=9D=97=EF=BC=8C=E7=84=B6=E5=90=8E=E5=B0=86=E8=BF=99= =E4=BA=9B=E5=9D=97=E5=A4=8D=E5=88=B6=E5=88=B0=E5=A4=9A=E4=B8=AA=E8=AE=A1=E7= =AE=97=E6=9C=BA=E4=B8=AD=EF=BC=88DataNode=EF=BC=89=E3=80=82=E8=BF=99=E4=B8= =8E=E4=BC=A0=E7=BB=9F=E7=9A=84 RAID =E6=9E=B6=E6=9E=84=E5=A4=A7=E4=B8=8D=E7= =9B=B8=E5=90=8C=E3=80=82=E5=9D=97=E7=9A=84=E5=A4=A7=E5=B0=8F=EF=BC=88=E9=80= =9A=E5=B8=B8=E4=B8=BA 64MB=EF=BC=89=E5=92=8C=E5=A4=8D=E5=88=B6=E7=9A=84=E5= =9D=97=E6=95=B0=E9=87=8F=E5=9C=A8=E5=88=9B=E5=BB=BA=E6=96=87=E4=BB=B6=E6=97= =B6=E7=94=B1=E5=AE=A2=E6=88=B7=E6=9C=BA=E5=86=B3=E5=AE=9A=E3=80=82NameNode = =E5=8F=AF=E4=BB=A5=E6=8E=A7=E5=88=B6=E6=89=80=E6=9C=89=E6=96=87=E4=BB=B6=E6= =93=8D=E4=BD=9C=E3=80=82HDFS =E5=86=85=E9=83=A8=E7=9A=84=E6=89=80=E6=9C=89= =E9=80=9A=E4=BF=A1=E9=83=BD=E5=9F=BA=E4=BA=8E=E6=A0=87=E5=87=86=E7=9A=84 TC= P/IP =E5=8D=8F=E8=AE=AE=E3=80=82

3D"=

= HDFS=E5=9F=BA=E6=9C=AC=E5=8E=9F=E7=90=86

=E9=87=87=E7=94=A8Maste= r/Slave =E7=BB=93=E6=9E=84=E3=80=82NameNode =E7=BB=B4=E6=8A=A4=E9=9B=86=E7= =BE=A4=E5=86=85=E7=9A=84=E5=85=83=E6=95=B0=E6=8D=AE=EF=BC=8C=E5=AF=B9=E5=A4= =96=E6=8F=90=E4=BE=9B=E5=88=9B=E5=BB=BA=E3=80=81=E6=89=93=E5=BC=80=E3=80=81= =E5=88=A0=E9=99=A4=E5=92=8C=E9=87=8D=E5=91=BD=E5=90=8D=E6=96=87=E4=BB=B6=E6= =88=96=E7=9B=AE=E5=BD=95=E7=9A=84=E5=8A=9F=E8=83=BD=E3=80=82DataNode =E5=AD= =98=E5=82=A8=E6=95=B0=E6=8D=AE=EF=BC=8C=E5=B9=B6=E6=8F=90=E8=B4=9F=E8=B4=A3= =E5=A4=84=E7=90=86=E6=95=B0=E6=8D=AE=E7=9A=84=E8=AF=BB=E5=86=99=E8=AF=B7=E6= =B1=82=E3=80=82DataNode=E5=AE=9A=E6=9C=9F=E5=90=91NameNode =E4=B8=8A=E6=8A= =A5=E5=BF=83=E8=B7=B3=EF=BC=8CNameNode =E9=80=9A=E8=BF=87=E5=93=8D=E5=BA=94= =E5=BF=83=E8=B7=B3=E6=9D=A5=E6=8E=A7=E5=88=B6DataNode=E3=80=82

3D"=

NameNode

N= ameNode =E6=98=AF=E4=B8=80=E4=B8=AA=E9=80=9A=E5=B8=B8=E5=9C=A8 HDFS =E5=AE= =9E=E4=BE=8B=E4=B8=AD=E7=9A=84=E5=8D=95=E7=8B=AC=E6=9C=BA=E5=99=A8=E4=B8=8A= =E8=BF=90=E8=A1=8C=E7=9A=84=E8=BD=AF=E4=BB=B6=E3=80=82=E5=AE=83=E8=B4=9F=E8= =B4=A3=E7=AE=A1=E7=90=86=E6=96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F=E5=90=8D=E7=A7= =B0=E7=A9=BA=E9=97=B4=E5=92=8C=E6=8E=A7=E5=88=B6=E5=A4=96=E9=83=A8=E5=AE=A2= =E6=88=B7=E6=9C=BA=E7=9A=84=E8=AE=BF=E9=97=AE=E3=80=82NameNode =E5=86=B3=E5= =AE=9A=E6=98=AF=E5=90=A6=E5=B0=86=E6=96=87=E4=BB=B6=E6=98=A0=E5=B0=84=E5=88= =B0 DataNode =E4=B8=8A=E7=9A=84=E5=A4=8D=E5=88=B6=E5=9D=97=E4=B8=8A=E3=80= =82=E5=AF=B9=E4=BA=8E=E6=9C=80=E5=B8=B8=E8=A7=81=E7=9A=84 3 =E4=B8=AA=E5=A4= =8D=E5=88=B6=E5=9D=97=EF=BC=8C=E7=AC=AC=E4=B8=80=E4=B8=AA=E5=A4=8D=E5=88=B6= =E5=9D=97=E5=AD=98=E5=82=A8=E5=9C=A8=E5=90=8C=E4=B8=80=E6=9C=BA=E6=9E=B6=E7= =9A=84=E4=B8=8D=E5=90=8C=E8=8A=82=E7=82=B9=E4=B8=8A=EF=BC=8C=E6=9C=80=E5=90= =8E=E4=B8=80=E4=B8=AA=E5=A4=8D=E5=88=B6=E5=9D=97=E5=AD=98=E5=82=A8=E5=9C=A8= =E4=B8=8D=E5=90=8C=E6=9C=BA=E6=9E=B6=E7=9A=84=E6=9F=90=E4=B8=AA=E8=8A=82=E7= =82=B9=E4=B8=8A=E3=80=82=E6=B3=A8=E6=84=8F=EF=BC=8C=E8=BF=99=E9=87=8C=E9=9C= =80=E8=A6=81=E6=82=A8=E4=BA=86=E8=A7=A3=E9=9B=86=E7=BE=A4=E6=9E=B6=E6=9E=84= =E3=80=82=E5=AE=9E=E9=99=85=E7=9A=84 I/O=E4=BA=8B=E5=8A=A1=E5=B9=B6=E6=B2= =A1=E6=9C=89=E7=BB=8F=E8=BF=87 NameNode=EF=BC=8C=E5=8F=AA=E6=9C=89=E8=A1=A8= =E7=A4=BA DataNode =E5=92=8C=E5=9D=97=E7=9A=84=E6=96=87=E4=BB=B6=E6=98=A0= =E5=B0=84=E7=9A=84=E5=85=83=E6=95=B0=E6=8D=AE=E7=BB=8F=E8=BF=87 NameNode=E3= =80=82=E5=BD=93=E5=A4=96=E9=83=A8=E5=AE=A2=E6=88=B7=E6=9C=BA=E5=8F=91=E9=80= =81=E8=AF=B7=E6=B1=82=E8=A6=81=E6=B1=82=E5=88=9B=E5=BB=BA=E6=96=87=E4=BB=B6= =E6=97=B6=EF=BC=8CNameNode =E4=BC=9A=E4=BB=A5=E5=9D=97=E6=A0=87=E8=AF=86=E5= =92=8C=E8=AF=A5=E5=9D=97=E7=9A=84=E7=AC=AC=E4=B8=80=E4=B8=AA=E5=89=AF=E6=9C= =AC=E7=9A=84 DataNode IP =E5=9C=B0=E5=9D=80=E4=BD=9C=E4=B8=BA=E5=93=8D=E5= =BA=94=E3=80=82=E8=BF=99=E4=B8=AA NameNode =E8=BF=98=E4=BC=9A=E9=80=9A=E7= =9F=A5=E5=85=B6=E4=BB=96=E5=B0=86=E8=A6=81=E6=8E=A5=E6=94=B6=E8=AF=A5=E5=9D= =97=E7=9A=84=E5=89=AF=E6=9C=AC=E7=9A=84 DataNode=E3=80=82

NameNode =E5=9C=A8=E4=B8=80=E4=B8=AA=E7=A7=B0=E4=B8=BA FsImage =E7=9A=84= =E6=96=87=E4=BB=B6=E4=B8=AD=E5=AD=98=E5=82=A8=E6=89=80=E6=9C=89=E5=85=B3=E4= =BA=8E=E6=96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F=E5=90=8D=E7=A7=B0=E7=A9=BA=E9=97= =B4=E7=9A=84=E4=BF=A1=E6=81=AF=E3=80=82=E8=BF=99=E4=B8=AA=E6=96=87=E4=BB=B6= =E5=92=8C=E4=B8=80=E4=B8=AA=E5=8C=85=E5=90=AB=E6=89=80=E6=9C=89=E4=BA=8B=E5= =8A=A1=E7=9A=84=E8=AE=B0=E5=BD=95=E6=96=87=E4=BB=B6=EF=BC=88=E8=BF=99=E9=87= =8C=E6=98=AF EditLog=EF=BC=89=E5=B0=86=E5=AD=98=E5=82=A8=E5=9C=A8 NameNode = =E7=9A=84=E6=9C=AC=E5=9C=B0=E6=96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F=E4=B8=8A=E3= =80=82FsImage =E5=92=8C EditLog =E6=96=87=E4=BB=B6=E4=B9=9F=E9=9C=80=E8=A6= =81=E5=A4=8D=E5=88=B6=E5=89=AF=E6=9C=AC=EF=BC=8C=E4=BB=A5=E9=98=B2=E6=96=87= =E4=BB=B6=E6=8D=9F=E5=9D=8F=E6=88=96 NameNode =E7=B3=BB=E7=BB=9F=E4=B8=A2= =E5=A4=B1=E3=80=82

NameNode=E6=9C=AC=E8=BA=AB=E4=B8=8D=E5=8F=AF=E9=81=BF=E5=85=8D=E5=9C=B0= =E5=85=B7=E6=9C=89SPOF=EF=BC=88Single Point Of Failure=EF=BC=89=E5=8D=95=E7= =82=B9=E5=A4=B1=E6=95=88=E7=9A=84=E9=A3=8E=E9=99=A9=EF=BC=8C=E4=B8=BB=E5=A4= =87=E6=A8=A1=E5=BC=8F=E5=B9=B6=E4=B8=8D=E8=83=BD=E8=A7=A3=E5=86=B3=E8=BF=99= =E4=B8=AA=E9=97=AE=E9=A2=98=EF=BC=8C=E7=9B=AE=E5=89=8D=E5=8F=AA=E6=9C=89=E9= =80=9A=E8=BF=87Hadoop Non-stop namenode=E6=89=8D=E8=83=BD=E5=AE=9E=E7=8E=B0= 100% uptime=E5=8F=AF=E7=94=A8=E6=97=B6=E9=97=B4=E3=80=82

DataNode

D= ataNode =E4=B9=9F=E6=98=AF=E4=B8=80=E4=B8=AA=E9=80=9A=E5=B8=B8=E5=9C=A8 HDF= S =E5=AE=9E=E4=BE=8B=E4=B8=AD=E7=9A=84=E5=8D=95=E7=8B=AC=E6=9C=BA=E5=99=A8= =E4=B8=8A=E8=BF=90=E8=A1=8C=E7=9A=84=E8=BD=AF=E4=BB=B6=E3=80=82Hadoop =E9= =9B=86=E7=BE=A4=E5=8C=85=E5=90=AB=E4=B8=80=E4=B8=AA NameNode =E5=92=8C=E5= =A4=A7=E9=87=8F DataNode=E3=80=82DataNode =E9=80=9A=E5=B8=B8=E4=BB=A5=E6=9C= =BA=E6=9E=B6=E7=9A=84=E5=BD=A2=E5=BC=8F=E7=BB=84=E7=BB=87=EF=BC=8C=E6=9C=BA= =E6=9E=B6=E9=80=9A=E8=BF=87=E4=B8=80=E4=B8=AA=E4=BA=A4=E6=8D=A2=E6=9C=BA=E5= =B0=86=E6=89=80=E6=9C=89=E7=B3=BB=E7=BB=9F=E8=BF=9E=E6=8E=A5=E8=B5=B7=E6=9D= =A5=E3=80=82Hadoop =E7=9A=84=E4=B8=80=E4=B8=AA=E5=81=87=E8=AE=BE=E6=98=AF= =EF=BC=9A=E6=9C=BA=E6=9E=B6=E5=86=85=E9=83=A8=E8=8A=82=E7=82=B9=E4=B9=8B=E9= =97=B4=E7=9A=84=E4=BC=A0=E8=BE=93=E9=80=9F=E5=BA=A6=E5=BF=AB=E4=BA=8E=E6=9C= =BA=E6=9E=B6=E9=97=B4=E8=8A=82=E7=82=B9=E7=9A=84=E4=BC=A0=E8=BE=93=E9=80=9F= =E5=BA=A6=E3=80=82

DataNode =E5=93=8D=E5=BA=94=E6=9D=A5=E8=87=AA HDFS =E5=AE=A2=E6=88=B7=E6= =9C=BA=E7=9A=84=E8=AF=BB=E5=86=99=E8=AF=B7=E6=B1=82=E3=80=82=E5=AE=83=E4=BB= =AC=E8=BF=98=E5=93=8D=E5=BA=94=E6=9D=A5=E8=87=AA NameNode =E7=9A=84=E5=88= =9B=E5=BB=BA=E3=80=81=E5=88=A0=E9=99=A4=E5=92=8C=E5=A4=8D=E5=88=B6=E5=9D=97= =E7=9A=84=E5=91=BD=E4=BB=A4=E3=80=82NameNode =E4=BE=9D=E8=B5=96=E6=9D=A5=E8= =87=AA=E6=AF=8F=E4=B8=AA DataNode =E7=9A=84=E5=AE=9A=E6=9C=9F=E5=BF=83=E8= =B7=B3=EF=BC=88heartbeat=EF=BC=89=E6=B6=88=E6=81=AF=E3=80=82=E6=AF=8F=E6=9D= =A1=E6=B6=88=E6=81=AF=E9=83=BD=E5=8C=85=E5=90=AB=E4=B8=80=E4=B8=AA=E5=9D=97= =E6=8A=A5=E5=91=8A=EF=BC=8CNameNode =E5=8F=AF=E4=BB=A5=E6=A0=B9=E6=8D=AE=E8= =BF=99=E4=B8=AA=E6=8A=A5=E5=91=8A=E9=AA=8C=E8=AF=81=E5=9D=97=E6=98=A0=E5=B0= =84=E5=92=8C=E5=85=B6=E4=BB=96=E6=96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F=E5=85=83= =E6=95=B0=E6=8D=AE=E3=80=82=E5=A6=82=E6=9E=9C DataNode =E4=B8=8D=E8=83=BD= =E5=8F=91=E9=80=81=E5=BF=83=E8=B7=B3=E6=B6=88=E6=81=AF=EF=BC=8CNameNode =E5= =B0=86=E9=87=87=E5=8F=96=E4=BF=AE=E5=A4=8D=E6=8E=AA=E6=96=BD=EF=BC=8C=E9=87= =8D=E6=96=B0=E5=A4=8D=E5=88=B6=E5=9C=A8=E8=AF=A5=E8=8A=82=E7=82=B9=E4=B8=8A= =E4=B8=A2=E5=A4=B1=E7=9A=84=E5=9D=97=E3=80=82

=E6=96= =87=E4=BB=B6=E6=93=8D=E4=BD=9C

=E5=8F=AF=E8=A7=81=EF=BC=8CHDFS =E5= =B9=B6=E4=B8=8D=E6=98=AF=E4=B8=80=E4=B8=AA=E4=B8=87=E8=83=BD=E7=9A=84=E6=96= =87=E4=BB=B6=E7=B3=BB=E7=BB=9F=E3=80=82=E5=AE=83=E7=9A=84=E4=B8=BB=E8=A6=81= =E7=9B=AE=E7=9A=84=E6=98=AF=E6=94=AF=E6=8C=81=E4=BB=A5=E6=B5=81=E7=9A=84=E5= =BD=A2=E5=BC=8F=E8=AE=BF=E9=97=AE=E5=86=99=E5=85=A5=E7=9A=84=E5=A4=A7=E5=9E= =8B=E6=96=87=E4=BB=B6=E3=80=82=E5=A6=82=E6=9E=9C=E5=AE=A2=E6=88=B7=E6=9C=BA= =E6=83=B3=E5=B0=86=E6=96=87=E4=BB=B6=E5=86=99=E5=88=B0 HDFS =E4=B8=8A=EF=BC= =8C=E9=A6=96=E5=85=88=E9=9C=80=E8=A6=81=E5=B0=86=E8=AF=A5=E6=96=87=E4=BB=B6= =E7=BC=93=E5=AD=98=E5=88=B0=E6=9C=AC=E5=9C=B0=E7=9A=84=E4=B8=B4=E6=97=B6=E5= =AD=98=E5=82=A8=E3=80=82=E5=A6=82=E6=9E=9C=E7=BC=93=E5=AD=98=E7=9A=84=E6=95= =B0=E6=8D=AE=E5=A4=A7=E4=BA=8E=E6=89=80=E9=9C=80=E7=9A=84 HDFS =E5=9D=97=E5= =A4=A7=E5=B0=8F=EF=BC=8C=E5=88=9B=E5=BB=BA=E6=96=87=E4=BB=B6=E7=9A=84=E8=AF= =B7=E6=B1=82=E5=B0=86=E5=8F=91=E9=80=81=E7=BB=99 NameNode=E3=80=82NameNode = =E5=B0=86=E4=BB=A5 DataNode =E6=A0=87=E8=AF=86=E5=92=8C=E7=9B=AE=E6=A0=87= =E5=9D=97=E5=93=8D=E5=BA=94=E5=AE=A2=E6=88=B7=E6=9C=BA=E3=80=82=E5=90=8C=E6= =97=B6=E4=B9=9F=E9=80=9A=E7=9F=A5=E5=B0=86=E8=A6=81=E4=BF=9D=E5=AD=98=E6=96= =87=E4=BB=B6=E5=9D=97=E5=89=AF=E6=9C=AC=E7=9A=84 DataNode=E3=80=82=E5=BD=93= =E5=AE=A2=E6=88=B7=E6=9C=BA=E5=BC=80=E5=A7=8B=E5=B0=86=E4=B8=B4=E6=97=B6=E6= =96=87=E4=BB=B6=E5=8F=91=E9=80=81=E7=BB=99=E7=AC=AC=E4=B8=80=E4=B8=AA DataN= ode =E6=97=B6=EF=BC=8C=E5=B0=86=E7=AB=8B=E5=8D=B3=E9=80=9A=E8=BF=87=E7=AE= =A1=E9=81=93=E6=96=B9=E5=BC=8F=E5=B0=86=E5=9D=97=E5=86=85=E5=AE=B9=E8=BD=AC= =E5=8F=91=E7=BB=99=E5=89=AF=E6=9C=AC DataNode=E3=80=82=E5=AE=A2=E6=88=B7=E6= =9C=BA=E4=B9=9F=E8=B4=9F=E8=B4=A3=E5=88=9B=E5=BB=BA=E4=BF=9D=E5=AD=98=E5=9C= =A8=E7=9B=B8=E5=90=8C HDFS=E5=90=8D=E7=A7=B0=E7=A9=BA=E9=97=B4=E4=B8=AD=E7= =9A=84=E6=A0=A1=E9=AA=8C=E5=92=8C=EF=BC=88checksum=EF=BC=89=E6=96=87=E4=BB= =B6=E3=80=82=E5=9C=A8=E6=9C=80=E5=90=8E=E7=9A=84=E6=96=87=E4=BB=B6=E5=9D=97= =E5=8F=91=E9=80=81=E4=B9=8B=E5=90=8E=EF=BC=8CNameNode =E5=B0=86=E6=96=87=E4= =BB=B6=E5=88=9B=E5=BB=BA=E6=8F=90=E4=BA=A4=E5=88=B0=E5=AE=83=E7=9A=84=E6=8C= =81=E4=B9=85=E5=8C=96=E5=85=83=E6=95=B0=E6=8D=AE=E5=AD=98=E5=82=A8=EF=BC=88= =E5=9C=A8 EditLog =E5=92=8C FsImage =E6=96=87=E4=BB=B6=EF=BC=89=E3=80=82

Linux =E9=9B=86=E7=BE=A4

Hadoop =E6= =A1=86=E6=9E=B6=E5=8F=AF=E5=9C=A8=E5=8D=95=E4=B8=80=E7=9A=84 Linux =E5=B9= =B3=E5=8F=B0=E4=B8=8A=E4=BD=BF=E7=94=A8=EF=BC=88=E5=BC=80=E5=8F=91=E5=92=8C= =E8=B0=83=E8=AF=95=E6=97=B6=EF=BC=89=EF=BC=8C=E4=BD=86=E6=98=AF=E4=BD=BF=E7= =94=A8=E5=AD=98=E6=94=BE=E5=9C=A8=E6=9C=BA=E6=9E=B6=E4=B8=8A=E7=9A=84=E5=95= =86=E4=B8=9A=E6=9C=8D=E5=8A=A1=E5=99=A8=E6=89=8D=E8=83=BD=E5=8F=91=E6=8C=A5= =E5=AE=83=E7=9A=84=E5=8A=9B=E9=87=8F=E3=80=82=E8=BF=99=E4=BA=9B=E6=9C=BA=E6= =9E=B6=E7=BB=84=E6=88=90=E4=B8=80=E4=B8=AA Hadoop =E9=9B=86=E7=BE=A4=E3=80= =82=E5=AE=83=E9=80=9A=E8=BF=87=E9=9B=86=E7=BE=A4=E6=8B=93=E6=89=91=E7=9F=A5= =E8=AF=86=E5=86=B3=E5=AE=9A=E5=A6=82=E4=BD=95=E5=9C=A8=E6=95=B4=E4=B8=AA=E9= =9B=86=E7=BE=A4=E4=B8=AD=E5=88=86=E9=85=8D=E4=BD=9C=E4=B8=9A=E5=92=8C=E6=96= =87=E4=BB=B6=E3=80=82Hadoop =E5=81=87=E5=AE=9A=E8=8A=82=E7=82=B9=E5=8F=AF= =E8=83=BD=E5=A4=B1=E8=B4=A5=EF=BC=8C=E5=9B=A0=E6=AD=A4=E9=87=87=E7=94=A8=E6= =9C=AC=E6=9C=BA=E6=96=B9=E6=B3=95=E5=A4=84=E7=90=86=E5=8D=95=E4=B8=AA=E8=AE= =A1=E7=AE=97=E6=9C=BA=E7=94=9A=E8=87=B3=E6=89=80=E6=9C=89=E6=9C=BA=E6=9E=B6= =E7=9A=84=E5=A4=B1=E8=B4=A5=E3=80=82

MapReduce

=

=E5=9F= =BA=E6=9C=AC=E5=8E=9F=E7=90=86

InfoWord =E5=B0=86MapReduce =E8=AF=84= =E4=B8=BA2009 =E5=B9=B4=E5=8D=81=E5=A4=A7=E6=96=B0=E5=85=B4=E6=8A=80=E6=9C= =AF=E7=9A=84=E5=86=A0=E5=86=9B=E3=80=82MapReduce =E6=98=AF=E5=A4=A7=E8=A7= =84=E6=A8=A1=E6=95=B0=E6=8D=AE=EF=BC=88TB =E7=BA=A7=EF=BC=89=E8=AE=A1=E7=AE= =97=E7=9A=84=E5=88=A9=E5=99=A8=EF=BC=8CMap =E5=92=8CReduce =E6=98=AF=E5=AE= =83=E7=9A=84=E4=B8=BB=E8=A6=81=E6=80=9D=E6=83=B3=EF=BC=8C=E6=9D=A5=E6=BA=90= =E4=BA=8E=E5=87=BD=E6=95=B0=E5=BC=8F=E7=BC=96=E7=A8=8B=E8=AF=AD=E8=A8=80=EF= =BC=8C=E5=AE=83=E7=9A=84=E5=9F=BA=E6=9C=AC=E5=8E=9F=E7=90=86=E5=A6=82=E4=B8= =8B=E5=9B=BE=E6=89=80=E7=A4=BA=EF=BC=9A

Map =E8=B4=9F=E8=B4=A3=E5=B0=86=E6=95=B0=E6=8D=AE=E6=89=93=E6=95=A3=EF= =BC=8CReduce=E8=B4=9F=E8=B4=A3=E5=AF=B9=E6=95=B0=E6=8D=AE=E8=BF=9B=E8=A1=8C= =E8=81=9A=E9=9B=86=EF=BC=8C=E7=94=A8=E6=88=B7=E5=8F=AA=E9=9C=80=E8=A6=81=E5= =AE=9E=E7=8E=B0map =E5=92=8Creduce =E4=B8=A4=E4=B8=AA=E6=8E=A5=E5=8F=A3=EF= =BC=8C=E5=8D=B3=E5=8F=AF=E5=AE=8C=E6=88=90TB =E7=BA=A7=E6=95=B0=E6=8D=AE=E7= =9A=84=E8=AE=A1=E7=AE=97=EF=BC=8C=E5=B8=B8=E8=A7=81=E7=9A=84=E5=BA=94=E7=94= =A8=E5=8C=85=E6=8B=AC=EF=BC=9A=E6=97=A5=E5=BF=97=E5=88=86=E6=9E=90=E5=92=8C= =E6=95=B0=E6=8D=AE=E6=8C=96=E6=8E=98=E7=AD=89=E6=95=B0=E6=8D=AE=E5=88=86=E6= =9E=90=E5=BA=94=E7=94=A8=E3=80=82=E5=8F=A6=E5=A4=96=EF=BC=8C=E8=BF=98=E5=8F= =AF=E7=94=A8=E4=BA=8E=E7=A7=91=E5=AD=A6=E6=95=B0=E6=8D=AE=E8=AE=A1=E7=AE=97= =EF=BC=8C=E5=A6=82=E5=9C=86=E5=91=A8=E7=8E=87PI =E7=9A=84=E8=AE=A1=E7=AE=97= =E7=AD=89=E3=80=82

MapReduce=E8=BF=87=E7=A8=8B=E8=AF=B4=E6=98=8E

= =E9=A6=96=E5=85=88=E6=9D=A5=E7=9C=8B=E4=B8=80=E7=9C=8B=E4=B8=80=E4=B8=AAMap= Reduce=E7=B3=BB=E7=BB=9F=E5=AF=B9=E5=A4=96=E7=9A=84=E6=8E=A5=E5=8F=A3=E3=80= =82

  • Map=E5=87=BD=E6=95=B0=EF=BC=9A map(String key, String value) =E2=80= =A6..
  • Reduce=E5=87=BD=E6=95=B0=EF=BC=9A reduce(String key, Iterator values= ) =E2=80=A6..

=E4=BA=86=E8=A7=A3MapReduce=E6=A8=A1=E5=9E=8B=E7=9A=84=E4=BA=BA=E5=BA=94= =E8=AF=A5=E7=9F=A5=E9=81=93=EF=BC=8CMap=E5=87=BD=E6=95=B0=E7=9A=84=E8=BE=93= =E5=87=BA=E6=98=AF=E4=B8=80=E7=B3=BB=E5=88=97=E7=9A=84Key/Value=E5=AF=B9=EF= =BC=88pair=EF=BC=89=EF=BC=8C=E8=BF=99=E4=BA=9BKey/Value=E5=AF=B9=E6=98=AF= =E7=BB=99Reduce=E5=87=BD=E6=95=B0=E4=BD=BF=E7=94=A8=E7=9A=84=E3=80=82=E4=BD= =86=E6=98=AF=E5=9C=A8=E8=BF=99=E9=87=8C=E5=8F=AF=E4=BB=A5=E5=8F=91=E7=8E=B0= =EF=BC=8CMap=E5=87=BD=E6=95=B0=E7=9A=84=E8=BE=93=E5=85=A5=E5=8F=82=E6=95=B0= =E4=B9=9F=E6=98=AFKey=E5=92=8CValue=E3=80=82=E4=BD=86=E5=85=B6=E5=AE=9E=EF= =BC=8C=E8=BE=93=E5=85=A5=E7=9A=84Key/Value=E5=92=8C=E8=BE=93=E5=87=BA=E7=9A= =84Key/Value=E4=B8=8D=E6=98=AF=E5=90=8C=E4=B8=80=E7=BB=84=E4=B8=9C=E8=A5=BF= =E3=80=82=E5=AF=B9=E4=BA=8E=E4=B8=80=E4=B8=AAMap=E5=87=BD=E6=95=B0=E8=B0=83= =E7=94=A8=EF=BC=8C=E8=BE=93=E5=85=A5=E7=9A=84=E6=98=AF=E4=B8=80=E4=B8=AAKey= /Value=E5=AF=B9=EF=BC=8C=E8=80=8C=E8=BE=93=E5=87=BA=E5=91=A2=EF=BC=8C=E6=98= =AF=E4=B8=80=E7=BB=84Key/Value=E5=AF=B9=E3=80=82=E4=B8=BE=E4=BE=8B=E6=9D=A5= =E8=AF=B4=EF=BC=8C=E5=A6=82=E6=9E=9C=E8=A6=81=E7=BB=9F=E8=AE=A1=E4=B8=80=E7= =AF=87=E6=96=87=E7=AB=A0=E4=B8=AD=E6=89=80=E6=9C=89=E5=8D=95=E8=AF=8D=E7=9A= =84=E6=95=B0=E7=9B=AE=EF=BC=8C=E9=82=A3=E4=B9=88=E8=BE=93=E5=85=A5=E7=9A=84= Key=E5=8F=AF=E8=83=BD=E5=B0=B1=E6=98=AF=E8=A1=8C=E6=95=B0=EF=BC=8C=E8=BE=93= =E5=85=A5=E7=9A=84Value=E5=B0=B1=E6=98=AF=E8=AF=A5=E8=A1=8C=E7=9A=84=E5=86= =85=E5=AE=B9=E3=80=82=E5=AF=B9=E4=BA=8E=E4=B8=80=E6=AC=A1Map=E8=B0=83=E7=94= =A8=EF=BC=8C=E5=B0=B1=E6=98=AF=E8=A6=81=E7=BB=9F=E8=AE=A1=E5=87=BA=E4=B8=80= =E8=A1=8C=E4=B8=AD=E5=90=84=E4=B8=AA=E5=8D=95=E8=AF=8D=E5=87=BA=E7=8E=B0=E7= =9A=84=E6=AC=A1=E6=95=B0=EF=BC=8C=E6=89=80=E4=BB=A5=E8=BE=93=E5=87=BA=E7=9A= =84Key=E6=98=AF=E5=8D=95=E8=AF=8D=EF=BC=8CValue=E6=98=AF=E8=BF=99=E4=B8=AA= =E5=8D=95=E8=AF=8D=E7=9A=84=E5=87=BA=E7=8E=B0=E6=AC=A1=E6=95=B0=E3=80=82

Map=E5=87=BD=E6=95=B0=E7=9A=84=E8=BE=93=E5=85=A5=E4=B9=8B=E6=89=80=E4=BB= =A5=E4=B9=9F=E7=94=A8Key/Value=E7=9A=84=E5=BD=A2=E5=BC=8F=EF=BC=8C=E5=8F=AF= =E8=83=BD=E6=98=AF=E5=9B=A0=E4=B8=BA=E4=B8=80=E8=88=AC=E6=9D=A5=E8=AF=B4=E4= =B8=80=E4=B8=AA=E4=BB=BB=E5=8A=A1=E5=B9=B6=E4=B8=8D=E6=98=AF=E7=94=A8=E4=B8= =80=E6=AC=A1MapReduce=E5=B0=B1=E8=83=BD=E5=A4=9F=E5=AE=8C=E6=88=90=EF=BC=8C= =E8=80=8C=E6=98=AF=E9=9C=80=E8=A6=81=E7=94=A8=E5=88=B0=E5=A4=9A=E6=AC=A1Map= Reduce=E8=B0=83=E7=94=A8=EF=BC=8C=E4=B8=8B=E4=B8=80=E4=B8=AAMap=E8=B0=83=E7= =94=A8=E7=9A=84=E8=BE=93=E5=85=A5=E5=BE=88=E6=9C=89=E5=8F=AF=E8=83=BD=E5=B0= =B1=E6=98=AF=E4=B8=8A=E4=B8=80=E4=B8=AAReduce=E7=9A=84=E8=BE=93=E5=87=BA=E7= =BB=93=E6=9E=9C=EF=BC=88Key/Value=E5=AF=B9=EF=BC=89=E3=80=82

=E4=BB=A5=E4=B8=8A=E6=91=98=E8=87=AA: eros=E7= =9A=84linux=E5=B9=B3=E5=8F=B0=E6=8A=80=E6=9C=AF=E8=B5=84=E6=96=99=E5=BA=93<= /a>

=E8=99=BD=E7=84=B6mapreduce=E8=AF=B4=E6=98=AFmap=E5=92=8Creduce=E4=B8=A4= =E6=96=B9=E9=9D=A2=E6=98=AF=E4=BB=96=E7=9A=84=E4=B8=BB=E8=A6=81=E6=80=9D=E6= =83=B3=EF=BC=8C=E4=BD=86=E6=98=AF=E5=85=B6=E5=A4=84=E7=90=86=E8=BF=87=E7=A8= =8B=E5=8D=B4=E9=9C=80=E8=A6=81=E5=88=86=E4=B8=BAmap=E3=80=81shuffle=E3=80= =81reduce=E4=B8=89=E4=B8=AA=E9=98=B6=E6=AE=B5=EF=BC=9A

  1. Map=E8=BF=87=E7=A8=8B=E6=98=AF=E5=B0=86=E8=BE=93=E5=85=A5=E6=98=A0=E5= =B0=84=E4=B8=BA=E4=B8=80=E7=B3=BB=E5=88=97=E6=96=B0=E7=9A=84=E7=9A=84key/va= lue=E5=AF=B9=EF=BC=8C=E7=AE=80=E5=8D=95=E6=9D=A5=E8=AF=B4=E5=B0=B1=E6=98=AF= =E6=98=A0=E5=B0=84=E3=80=82
  2. Shuffle=E7=9A=84=E6=AD=A3=E5=B8=B8=E6=84=8F=E6=80=9D=E6=98=AF=E6=B4=97= =E7=89=8C=E6=88=96=E5=BC=84=E4=B9=B1=EF=BC=8CShuffle=E6=8F=8F=E8=BF=B0=E7= =9D=80=E6=95=B0=E6=8D=AE=E4=BB=8Emap task=E8=BE=93=E5=87=BA=E5=88=B0reduce = task=E8=BE=93=E5=85=A5=E7=9A=84=E8=BF=99=E6=AE=B5=E8=BF=87=E7=A8=8B=E3=80= =82=E5=AE=83=E6=A0=B9=E6=8D=AEkey=E8=BF=9B=E8=A1=8C=E5=88=86=E7=BB=84=E5=B9= =B6=E6=9C=89=E5=BA=8F=E5=9C=B0=E9=80=81=E5=85=A5Reduce=EF=BC=88=E8=BF=99=E9= =87=8C=E6=A1=86=E6=9E=B6=E8=87=AA=E8=A1=8C=E8=BF=9B=E8=A1=8C=E4=BA=86=E6=8E= =92=E5=BA=8F=E7=9A=84=E8=BF=87=E7=A8=8B=EF=BC=8C=E4=B8=8D=E9=9C=80=E8=A6=81= =E7=94=A8=E6=88=B7=E6=9D=A5=E5=85=B3=E5=BF=83=EF=BC=89=EF=BC=8C=E5=85=B6=E5= =AE=9Eshuffle=E5=8F=97=E5=88=B0=E5=85=B3=E6=B3=A8=E6=98=AF=E5=9B=A0=E4=B8= =BA=E5=9C=A8=E8=BF=99=E4=B8=AA=E8=BF=87=E7=A8=8B=E4=B8=AD=E4=BA=A7=E7=94=9F= =E7=9A=84=E7=BD=91=E7=BB=9C=E5=BC=80=E9=94=80=E6=88=90=E4=B8=BA=E5=BE=88=E5= =A4=9Amapreduce=E7=A8=8B=E5=BA=8F=E7=9A=84=E6=95=88=E7=8E=87=E7=93=B6=E9=A2= =88=E3=80=82
  3. Reduce=E8=BF=87=E7=A8=8B=E6=98=AF=E5=AF=B9key=E8=BF=9B=E8=A1=8C=E7=BB= =9F=E8=AE=A1=E8=AE=A1=E7=AE=97=E5=B9=B6=E4=BA=A7=E7=94=9F=E4=B8=80=E4=B8=AA= =E6=96=B0=E7=9A=84value=E3=80=82

MapReduce=E5=8E=9F=E7=90=86=E8=AF=A6=E8=A7=A3

= =E8=BF=99=E9=87=8C=E5=86=8D=E5=BC=95=E7=94=A8=E7=99=BE=E5=BA=A6=E7=99=BE=E7= =A7=91=E4=B8=AD=E7=9A=84=E4=B8=80=E4=B8=AA=E5=8E=9F=E7=90=86=E8=AF=B4=E6=98= =8E=EF=BC=9A

=E4=B8=8A=E5=9B=BE=E6=98=AF=E8=AE=BA=E6=96=87=E9=87=8C=E7=BB=99=E5=87=BA= =E7=9A=84=E6=B5=81=E7=A8=8B=E5=9B=BE=E3=80=82=E4=B8=80=E5=88=87=E9=83=BD=E6= =98=AF=E4=BB=8E=E6=9C=80=E4=B8=8A=E6=96=B9=E7=9A=84user program=E5=BC=80=E5= =A7=8B=E7=9A=84=EF=BC=8Cuser program=E9=93=BE=E6=8E=A5=E4=BA=86MapReduce=E5= =BA=93=EF=BC=8C=E5=AE=9E=E7=8E=B0=E4=BA=86=E6=9C=80=E5=9F=BA=E6=9C=AC=E7=9A= =84Map=E5=87=BD=E6=95=B0=E5=92=8CReduce=E5=87=BD=E6=95=B0=E3=80=82=E5=9B=BE= =E4=B8=AD=E6=89=A7=E8=A1=8C=E7=9A=84=E9=A1=BA=E5=BA=8F=E9=83=BD=E7=94=A8=E6= =95=B0=E5=AD=97=E6=A0=87=E8=AE=B0=E4=BA=86=E3=80=82

  1. MapReduce=E5=BA=93=E5=85=88=E6=8A=8Auser program=E7=9A=84=E8=BE=93= =E5=85=A5=E6=96=87=E4=BB=B6=E5=88=92=E5=88=86=E4=B8=BAM=E4=BB=BD=EF=BC=88M= =E4=B8=BA=E7=94=A8=E6=88=B7=E5=AE=9A=E4=B9=89=EF=BC=89=EF=BC=8C=E6=AF=8F=E4= =B8=80=E4=BB=BD=E9=80=9A=E5=B8=B8=E6=9C=8916MB=E5=88=B064MB=EF=BC=8C=E5=A6= =82=E5=9B=BE=E5=B7=A6=E6=96=B9=E6=89=80=E7=A4=BA=E5=88=86=E6=88=90=E4=BA=86= split0~4=EF=BC=9B=E7=84=B6=E5=90=8E=E4=BD=BF=E7=94=A8fork=E5=B0=86=E7=94=A8= =E6=88=B7=E8=BF=9B=E7=A8=8B=E6=8B=B7=E8=B4=9D=E5=88=B0=E9=9B=86=E7=BE=A4=E5= =86=85=E5=85=B6=E5=AE=83=E6=9C=BA=E5=99=A8=E4=B8=8A=E3=80=82

  2. user program=E7=9A=84=E5=89=AF=E6=9C=AC=E4=B8=AD=E6=9C=89=E4=B8=80= =E4=B8=AA=E7=A7=B0=E4=B8=BAmaster=EF=BC=8C=E5=85=B6=E4=BD=99=E7=A7=B0=E4=B8= =BAworker=EF=BC=8Cmaster=E6=98=AF=E8=B4=9F=E8=B4=A3=E8=B0=83=E5=BA=A6=E7=9A= =84=EF=BC=8C=E4=B8=BA=E7=A9=BA=E9=97=B2worker=E5=88=86=E9=85=8D=E4=BD=9C=E4= =B8=9A=EF=BC=88Map=E4=BD=9C=E4=B8=9A=E6=88=96=E8=80=85Reduce=E4=BD=9C=E4=B8= =9A=EF=BC=89=EF=BC=8Cworker=E7=9A=84=E6=95=B0=E9=87=8F=E4=B9=9F=E6=98=AF=E5= =8F=AF=E4=BB=A5=E7=94=B1=E7=94=A8=E6=88=B7=E6=8C=87=E5=AE=9A=E7=9A=84=E3=80= =82

  3. =E8=A2=AB=E5=88=86=E9=85=8D=E4=BA=86Map=E4=BD=9C=E4=B8=9A=E7=9A=84wo= rker=EF=BC=8C=E5=BC=80=E5=A7=8B=E8=AF=BB=E5=8F=96=E5=AF=B9=E5=BA=94=E5=88= =86=E7=89=87=E7=9A=84=E8=BE=93=E5=85=A5=E6=95=B0=E6=8D=AE=EF=BC=8CMap=E4=BD= =9C=E4=B8=9A=E6=95=B0=E9=87=8F=E6=98=AF=E7=94=B1M=E5=86=B3=E5=AE=9A=E7=9A= =84=EF=BC=8C=E5=92=8Csplit=E4=B8=80=E4=B8=80=E5=AF=B9=E5=BA=94=EF=BC=9BMap= =E4=BD=9C=E4=B8=9A=E4=BB=8E=E8=BE=93=E5=85=A5=E6=95=B0=E6=8D=AE=E4=B8=AD=E6= =8A=BD=E5=8F=96=E5=87=BA=E9=94=AE=E5=80=BC=E5=AF=B9=EF=BC=8C=E6=AF=8F=E4=B8= =80=E4=B8=AA=E9=94=AE=E5=80=BC=E5=AF=B9=E9=83=BD=E4=BD=9C=E4=B8=BA=E5=8F=82= =E6=95=B0=E4=BC=A0=E9=80=92=E7=BB=99map=E5=87=BD=E6=95=B0=EF=BC=8Cmap=E5=87= =BD=E6=95=B0=E4=BA=A7=E7=94=9F=E7=9A=84=E4=B8=AD=E9=97=B4=E9=94=AE=E5=80=BC= =E5=AF=B9=E8=A2=AB=E7=BC=93=E5=AD=98=E5=9C=A8=E5=86=85=E5=AD=98=E4=B8=AD=E3= =80=82

  4. =E7=BC=93=E5=AD=98=E7=9A=84=E4=B8=AD=E9=97=B4=E9=94=AE=E5=80=BC=E5= =AF=B9=E4=BC=9A=E8=A2=AB=E5=AE=9A=E6=9C=9F=E5=86=99=E5=85=A5=E6=9C=AC=E5=9C= =B0=E7=A3=81=E7=9B=98=EF=BC=8C=E8=80=8C=E4=B8=94=E8=A2=AB=E5=88=86=E4=B8=BA= R=E4=B8=AA=E5=8C=BA=EF=BC=8CR=E7=9A=84=E5=A4=A7=E5=B0=8F=E6=98=AF=E7=94=B1= =E7=94=A8=E6=88=B7=E5=AE=9A=E4=B9=89=E7=9A=84=EF=BC=8C=E5=B0=86=E6=9D=A5=E6= =AF=8F=E4=B8=AA=E5=8C=BA=E4=BC=9A=E5=AF=B9=E5=BA=94=E4=B8=80=E4=B8=AAReduce= =E4=BD=9C=E4=B8=9A=EF=BC=9B=E8=BF=99=E4=BA=9B=E4=B8=AD=E9=97=B4=E9=94=AE=E5= =80=BC=E5=AF=B9=E7=9A=84=E4=BD=8D=E7=BD=AE=E4=BC=9A=E8=A2=AB=E9=80=9A=E6=8A= =A5=E7=BB=99master=EF=BC=8Cmaster=E8=B4=9F=E8=B4=A3=E5=B0=86=E4=BF=A1=E6=81= =AF=E8=BD=AC=E5=8F=91=E7=BB=99Reduce worker=E3=80=82

  5. master=E9=80=9A=E7=9F=A5=E5=88=86=E9=85=8D=E4=BA=86Reduce=E4=BD=9C= =E4=B8=9A=E7=9A=84worker=E5=AE=83=E8=B4=9F=E8=B4=A3=E7=9A=84=E5=88=86=E5=8C= =BA=E5=9C=A8=E4=BB=80=E4=B9=88=E4=BD=8D=E7=BD=AE=EF=BC=88=E8=82=AF=E5=AE=9A= =E4=B8=8D=E6=AD=A2=E4=B8=80=E4=B8=AA=E5=9C=B0=E6=96=B9=EF=BC=8C=E6=AF=8F=E4= =B8=AAMap=E4=BD=9C=E4=B8=9A=E4=BA=A7=E7=94=9F=E7=9A=84=E4=B8=AD=E9=97=B4=E9= =94=AE=E5=80=BC=E5=AF=B9=E9=83=BD=E5=8F=AF=E8=83=BD=E6=98=A0=E5=B0=84=E5=88= =B0=E6=89=80=E6=9C=89R=E4=B8=AA=E4=B8=8D=E5=90=8C=E5=88=86=E5=8C=BA=EF=BC= =89=EF=BC=8C=E5=BD=93Reduce worker=E6=8A=8A=E6=89=80=E6=9C=89=E5=AE=83=E8= =B4=9F=E8=B4=A3=E7=9A=84=E4=B8=AD=E9=97=B4=E9=94=AE=E5=80=BC=E5=AF=B9=E9=83= =BD=E8=AF=BB=E8=BF=87=E6=9D=A5=E5=90=8E=EF=BC=8C=E5=85=88=E5=AF=B9=E5=AE=83= =E4=BB=AC=E8=BF=9B=E8=A1=8C=E6=8E=92=E5=BA=8F=EF=BC=8C=E4=BD=BF=E5=BE=97=E7= =9B=B8=E5=90=8C=E9=94=AE=E7=9A=84=E9=94=AE=E5=80=BC=E5=AF=B9=E8=81=9A=E9=9B= =86=E5=9C=A8=E4=B8=80=E8=B5=B7=E3=80=82=E5=9B=A0=E4=B8=BA=E4=B8=8D=E5=90=8C= =E7=9A=84=E9=94=AE=E5=8F=AF=E8=83=BD=E4=BC=9A=E6=98=A0=E5=B0=84=E5=88=B0=E5= =90=8C=E4=B8=80=E4=B8=AA=E5=88=86=E5=8C=BA=E4=B9=9F=E5=B0=B1=E6=98=AF=E5=90= =8C=E4=B8=80=E4=B8=AAReduce=E4=BD=9C=E4=B8=9A=EF=BC=88=E8=B0=81=E8=AE=A9=E5= =88=86=E5=8C=BA=E5=B0=91=E5=91=A2=EF=BC=89=EF=BC=8C=E6=89=80=E4=BB=A5=E6=8E= =92=E5=BA=8F=E6=98=AF=E5=BF=85=E9=A1=BB=E7=9A=84=E3=80=82

  6. reduce worker=E9=81=8D=E5=8E=86=E6=8E=92=E5=BA=8F=E5=90=8E=E7=9A=84= =E4=B8=AD=E9=97=B4=E9=94=AE=E5=80=BC=E5=AF=B9=EF=BC=8C=E5=AF=B9=E4=BA=8E=E6= =AF=8F=E4=B8=AA=E5=94=AF=E4=B8=80=E7=9A=84=E9=94=AE=EF=BC=8C=E9=83=BD=E5=B0= =86=E9=94=AE=E4=B8=8E=E5=85=B3=E8=81=94=E7=9A=84=E5=80=BC=E4=BC=A0=E9=80=92= =E7=BB=99reduce=E5=87=BD=E6=95=B0=EF=BC=8Creduce=E5=87=BD=E6=95=B0=E4=BA=A7= =E7=94=9F=E7=9A=84=E8=BE=93=E5=87=BA=E4=BC=9A=E6=B7=BB=E5=8A=A0=E5=88=B0=E8= =BF=99=E4=B8=AA=E5=88=86=E5=8C=BA=E7=9A=84=E8=BE=93=E5=87=BA=E6=96=87=E4=BB= =B6=E4=B8=AD=E3=80=82

  7. =E5=BD=93=E6=89=80=E6=9C=89=E7=9A=84Map=E5=92=8CReduce=E4=BD=9C=E4= =B8=9A=E9=83=BD=E5=AE=8C=E6=88=90=E4=BA=86=EF=BC=8Cmaster=E5=94=A4=E9=86=92= =E6=AD=A3=E7=89=88=E7=9A=84user program=EF=BC=8CMapReduce=E5=87=BD=E6=95=B0= =E8=B0=83=E7=94=A8=E8=BF=94=E5=9B=9Euser program=E7=9A=84=E4=BB=A3=E7=A0=81= =E3=80=82

=E6=89=80=E6=9C=89=E6=89=A7=E8=A1=8C=E5=AE=8C=E6=AF=95=E5=90=8E=EF=BC=8C= MapReduce=E8=BE=93=E5=87=BA=E6=94=BE=E5=9C=A8=E4=BA=86R=E4=B8=AA=E5=88=86= =E5=8C=BA=E7=9A=84=E8=BE=93=E5=87=BA=E6=96=87=E4=BB=B6=E4=B8=AD=EF=BC=88=E5= =88=86=E5=88=AB=E5=AF=B9=E5=BA=94=E4=B8=80=E4=B8=AAReduce=E4=BD=9C=E4=B8=9A= =EF=BC=89=E3=80=82=E7=94=A8=E6=88=B7=E9=80=9A=E5=B8=B8=E5=B9=B6=E4=B8=8D=E9= =9C=80=E8=A6=81=E5=90=88=E5=B9=B6=E8=BF=99R=E4=B8=AA=E6=96=87=E4=BB=B6=EF= =BC=8C=E8=80=8C=E6=98=AF=E5=B0=86=E5=85=B6=E4=BD=9C=E4=B8=BA=E8=BE=93=E5=85= =A5=E4=BA=A4=E7=BB=99=E5=8F=A6=E4=B8=80=E4=B8=AAMapReduce=E7=A8=8B=E5=BA=8F= =E5=A4=84=E7=90=86=E3=80=82=E6=95=B4=E4=B8=AA=E8=BF=87=E7=A8=8B=E4=B8=AD=EF= =BC=8C=E8=BE=93=E5=85=A5=E6=95=B0=E6=8D=AE=E6=98=AF=E6=9D=A5=E8=87=AA=E5=BA= =95=E5=B1=82=E5=88=86=E5=B8=83=E5=BC=8F=E6=96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F= =EF=BC=88GFS=EF=BC=89=E7=9A=84=EF=BC=8C=E4=B8=AD=E9=97=B4=E6=95=B0=E6=8D=AE= =E6=98=AF=E6=94=BE=E5=9C=A8=E6=9C=AC=E5=9C=B0=E6=96=87=E4=BB=B6=E7=B3=BB=E7= =BB=9F=E7=9A=84=EF=BC=8C=E6=9C=80=E7=BB=88=E8=BE=93=E5=87=BA=E6=95=B0=E6=8D= =AE=E6=98=AF=E5=86=99=E5=85=A5=E5=BA=95=E5=B1=82=E5=88=86=E5=B8=83=E5=BC=8F= =E6=96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F=EF=BC=88GFS=EF=BC=89=E7=9A=84=E3=80=82= =E8=80=8C=E4=B8=94=E6=88=91=E4=BB=AC=E8=A6=81=E6=B3=A8=E6=84=8FMap/Reduce= =E4=BD=9C=E4=B8=9A=E5=92=8Cmap/reduce=E5=87=BD=E6=95=B0=E7=9A=84=E5=8C=BA= =E5=88=AB=EF=BC=9AMap=E4=BD=9C=E4=B8=9A=E5=A4=84=E7=90=86=E4=B8=80=E4=B8=AA= =E8=BE=93=E5=85=A5=E6=95=B0=E6=8D=AE=E7=9A=84=E5=88=86=E7=89=87=EF=BC=8C=E5= =8F=AF=E8=83=BD=E9=9C=80=E8=A6=81=E8=B0=83=E7=94=A8=E5=A4=9A=E6=AC=A1map=E5= =87=BD=E6=95=B0=E6=9D=A5=E5=A4=84=E7=90=86=E6=AF=8F=E4=B8=AA=E8=BE=93=E5=85= =A5=E9=94=AE=E5=80=BC=E5=AF=B9=EF=BC=9BReduce=E4=BD=9C=E4=B8=9A=E5=A4=84=E7= =90=86=E4=B8=80=E4=B8=AA=E5=88=86=E5=8C=BA=E7=9A=84=E4=B8=AD=E9=97=B4=E9=94= =AE=E5=80=BC=E5=AF=B9=EF=BC=8C=E6=9C=9F=E9=97=B4=E8=A6=81=E5=AF=B9=E6=AF=8F= =E4=B8=AA=E4=B8=8D=E5=90=8C=E7=9A=84=E9=94=AE=E8=B0=83=E7=94=A8=E4=B8=80=E6= =AC=A1reduce=E5=87=BD=E6=95=B0=EF=BC=8CReduce=E4=BD=9C=E4=B8=9A=E6=9C=80=E7= =BB=88=E4=B9=9F=E5=AF=B9=E5=BA=94=E4=B8=80=E4=B8=AA=E8=BE=93=E5=87=BA=E6=96= =87=E4=BB=B6=E3=80=82

= = =E4=B8=A4=E4=B8=AA=E5=BA=94=E7=94=A8=E6=A1=88=E4=BE=8B=EF=BC=9A

1.Wo= rd count

=E5=AF=B9=E4=BA=8E=E6=8A=93=E5=8F=96=E7=9A=84=E4=B8=80=E7=B3=BB=E5=88=97= =E9=A1=B5=E9=9D=A2=EF=BC=8C=E6=88=91=E4=BB=AC=E5=AF=B9=E9=A1=B5=E9=9D=A2=E4= =B8=AD=E5=87=BA=E7=8E=B0=E7=9A=84=E8=AF=8D=E8=BF=9B=E8=A1=8C=E7=BB=9F=E8=AE= =A1=E3=80=82
=E5=9F=BA=E6=9C=AC=E8=BF=87=E7=A8=8B=E5=A6=82=E4=B8=8B=EF= =BC=9A

=E9=A6=96=E5=85=88=EF=BC=8C=E5=AF=B9=E4=BA=8E=E6=AF=8F=E4=B8=AA=E9=A1=B5= =E9=9D=A2=E6=88=91=E4=BB=AC=E4=BD=9C=E4=B8=BA=E4=B8=80=E4=B8=AAkey=EF=BC=8C= =E5=86=85=E5=AE=B9=E4=BD=9C=E4=B8=BAvalue=E8=BF=9B=E5=85=A5map=E5=87=BD=E6= =95=B0=EF=BC=8C=E8=BF=99=E9=87=8Cmap=E7=9A=84=E5=B7=A5=E4=BD=9C=E5=B0=B1=E6= =98=AF=E8=BF=9B=E8=A1=8C=E5=88=86=E8=AF=8D=EF=BC=8C=E6=AF=8F=E4=B8=AA=E8=AF= =8D=E4=BA=A7=E7=94=9F=E4=B8=80=E4=B8=AAkey=EF=BC=8Cvalue=E4=B8=BA1=E8=BE=93= =E5=87=BA=E3=80=82

=E7=84=B6=E5=90=8E=E5=88=A9=E7=94=A8MapReduce=E6=A1=86=E6=9E=B6=EF=BC=8C= =E6=8A=8Aword=E6=B1=87=E8=81=9A=EF=BC=88shuffle=EF=BC=89=E5=92=8C=E5=88=86= =E5=9D=97=E3=80=82

=E6=9C=80=E5=90=8E=EF=BC=8C=E5=AF=B9=E4=BA=8E=E7=9B=B8=E5=90=8C=E7=9A=84= key=E5=B9=B6=E8=AE=A1=E7=AE=97=E5=87=BA=E4=B8=80=E4=B8=AA=E6=96=B0=E7=9A=84= value=EF=BC=88reduce=EF=BC=89=E3=80=82

=E6=9C=80=E5=90=8E=E6=88=91=E4=BB=AC=E5=BE=97=E5=88=B0=E7=9A=84=E6=98=AF= =E6=AF=8F=E4=B8=AA=E8=AF=8D=E4=BB=A5=E5=8F=8A=E5=AE=83=E7=9A=84=E5=87=BA=E7= =8E=B0=E6=AC=A1=E6=95=B0=E3=80=82

2.Filtered word count

=E8=BF=99=E9=87=8C=E4=B8=8D=E4=BB=85=E4=BB=85=E8=A6=81=E8=BF=9B=E8=A1=8C= word=E7=9A=84=E7=BB=9F=E8=AE=A1=EF=BC=8C=E5=90=8C=E6=97=B6=E8=A6=81=E8=BF= =9B=E8=A1=8C=E6=95=8F=E6=84=9F=E8=AF=8D=E7=9A=84=E7=AD=9B=E9=99=A4=EF=BC=8C= =E5=A6=82=E6=9E=9C=E6=95=8F=E6=84=9F=E8=AF=8D=E8=A1=A8=E8=BE=83=E5=B0=8F=E7= =9A=84=E6=97=B6=E5=80=99=E6=88=91=E4=BB=AC=E7=9B=B4=E6=8E=A5=E6=9F=A5=E8=A1= =A8=E5=B0=B1=E5=8F=AF=E4=BB=A5=E8=A7=A3=E5=86=B3=EF=BC=8C=E4=BD=86=E6=98=AF= =E5=A6=82=E6=9E=9C=E6=95=8F=E6=84=9F=E8=AF=8D=E8=A1=A8=E8=BE=83=E5=A4=A7=E6= =88=96=E8=80=85=E4=B8=8D=E6=98=8E=E8=A7=84=E6=A8=A1=E7=9A=84=E6=97=B6=E5=80= =99=E8=BF=99=E4=B9=88=E5=A4=84=E7=90=86=E5=B0=B1=E4=B8=8D=E5=A4=AA=E7=8E=B0= =E5=AE=9E=E3=80=82

=E5=90=8C=E4=B8=8A=E9=9D=A2=E7=9A=84word count=E7=9A=84=E6=96=B9=E6=B3= =95=EF=BC=8C=E6=88=91=E4=BB=AC=E8=BF=99=E9=87=8C=E9=9C=80=E8=A6=81=E7=9A=84= =E6=94=B9=E5=8A=A8=E6=98=AF=EF=BC=9A=E6=8A=8Ablacklist=EF=BC=88=E6=95=8F=E6= =84=9F=E8=AF=8D=E8=A1=A8=EF=BC=89=E4=BD=9C=E4=B8=BA=E8=BE=93=E5=85=A5=E5=90= =8C=E5=85=B6=E4=BB=96word=E4=B8=80=E5=90=8C=E8=BF=9B=E8=A1=8Cmap=EF=BC=8C= =E4=B8=8D=E5=90=8C=E5=9C=A8=E4=BA=8Eblacklist=E4=B8=AD=E7=9A=84word=E8=BE= =93=E5=87=BA=E4=B8=8D=E6=98=AF=EF=BC=88key=EF=BC=8C1=EF=BC=89=E8=80=8C=E6= =98=AF=EF=BC=88key=EF=BC=8C0=EF=BC=89=EF=BC=8C=E5=9C=A8shuffle=E8=BF=87=E7= =A8=8B=E4=B8=AD=E6=88=91=E4=BB=AC=E9=81=87=E8=A7=81value=E4=B8=BA0=E7=9A=84= key=E5=88=99=E7=9B=B4=E6=8E=A5=E8=BF=87=E6=BB=A4=E6=8E=89=E3=80=82

=E5=85=B6=E4=BB=96=E7= =9B=B8=E5=85=B3=E7=9F=A5=E8=AF=86=E6=95=B4=E7=90=86=EF=BC=9A

Hadoop=E7=9B=B8=E5=85=B3=EF= =BC=9A

Hadoop=EF=BC=9A=E5=A6=82=E4=B8=8A=E4=BB=8B=E7=BB=8D=EF=BC=8CH= adoop=E6=98=AFApache=E8=BD=AF=E4=BB=B6=E5=9F=BA=E9=87=91=E4=BC=9A=E6=89=80= =E7=A0=94=E5=8F=91=E7=9A=84=E5=BC=80=E6=94=BE=E6=BA=90=E7=A0=81=E5=B9=B6=E8= =A1=8C=E8=BF=90=E7=AE=97=E7=BC=96=E7=A8=8B=E5=B7=A5=E5=85=B7=E5=92=8C=E5=88= =86=E6=95=A3=E5=BC=8F=E6=A1=A3=E6=A1=88=E7=B3=BB=E7=BB=9F=EF=BC=8C=E6=A0=B9= =E6=8D=AEGoogle=E5=85=AC=E5=8F=B8=E5=8F=91=E8=A1=A8=E7=9A=84MapReduce=E5=92= =8CGoogle=E6=A1=A3=E6=A1=88=E7=B3=BB=E7=BB=9F=E7=9A=84=E8=AE=BA=E6=96=87=EF= =BC=8C=E8=87=AA=E8=A1=8C=E5=AE=9E=E4=BD=9C=E8=80=8C=E6=88=90=E3=80=82=E7=94= =B1HDFS=E3=80=81MapReduce=E3=80=81HBase=E3=80=81Hive =E5=92=8CZooKeeper=E7= =AD=89=E6=88=90=E5=91=98=E7=BB=84=E6=88=90=E3=80=82=E5=85=B6=E4=B8=AD=EF=BC= =8CHDFS =E5=92=8CMapReduce =E6=98=AF=E4=B8=A4=E4=B8=AA=E6=9C=80=E5=9F=BA=E7= =A1=80=E6=9C=80=E9=87=8D=E8=A6=81=E7=9A=84=E6=88=90=E5=91=98=E3=80=82

MapReduce=EF=BC=9A=E5=A6=82=E4=B8=8A=E4=BB=8B=E7=BB=8D=EF=BC=8CMapReduce= =E6=98=AFGoogle=E6=8F=90=E5=87=BA=E7=9A=84=E4=B8=80=E4=B8=AA=E8=BD=AF=E4=BB= =B6=E6=9E=B6=E6=9E=84=EF=BC=8C=E7=94=A8=E4=BA=8E=E5=A4=A7=E8=A7=84=E6=A8=A1= =E6=95=B0=E6=8D=AE=E9=9B=86=EF=BC=88=E5=A4=A7=E4=BA=8E1TB=EF=BC=89=E7=9A=84= =E5=B9=B6=E8=A1=8C=E8=BF=90=E7=AE=97=E3=80=82=E6=A6=82=E5=BF=B5=E2=80=9CMap= =EF=BC=88=E6=98=A0=E5=B0=84=EF=BC=89=E2=80=9D=E5=92=8C=E2=80=9CReduce=EF=BC= =88=E5=8C=96=E7=AE=80=EF=BC=89=E2=80=9D=EF=BC=8C=E5=8F=8A=E4=BB=96=E4=BB=AC= =E7=9A=84=E4=B8=BB=E8=A6=81=E6=80=9D=E6=83=B3=EF=BC=8C=E9=83=BD=E6=98=AF=E4= =BB=8E=E5=87=BD=E6=95=B0=E5=BC=8F=E7=BC=96=E7=A8=8B=E8=AF=AD=E8=A8=80=E5=80= =9F=E6=9D=A5=E7=9A=84=EF=BC=8C=E8=BF=98=E6=9C=89=E4=BB=8E=E7=9F=A2=E9=87=8F= =E7=BC=96=E7=A8=8B=E8=AF=AD=E8=A8=80=E5=80=9F=E6=9D=A5=E7=9A=84=E7=89=B9=E6= =80=A7=E3=80=82

HDFS: =E5=A6=82=E4=B8=8A=E4=BB=8B=E7=BB=8D=EF=BC=8CHadoop Distributed Fi= le System=EF=BC=8C=E7=AE=80=E7=A7=B0HDFS=EF=BC=8C=E6=98=AF=E4=B8=80=E4=B8= =AA=E5=88=86=E5=B8=83=E5=BC=8F=E6=96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F=E3=80=82= HDFS =E6=98=AFGoogle GFS =E7=9A=84=E5=BC=80=E6=BA=90=E7=89=88=E6=9C=AC=EF= =BC=8C=E4=B8=80=E4=B8=AA=E9=AB=98=E5=BA=A6=E5=AE=B9=E9=94=99=E7=9A=84=E5=88= =86=E5=B8=83=E5=BC=8F=E6=96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F=EF=BC=8C=E5=AE=83= =E8=83=BD=E5=A4=9F=E6=8F=90=E4=BE=9B=E9=AB=98=E5=90=9E=E5=90=90=E9=87=8F=E7= =9A=84=E6=95=B0=E6=8D=AE=E8=AE=BF=E9=97=AE=EF=BC=8C=E9=80=82=E5=90=88=E5=AD= =98=E5=82=A8=E6=B5=B7=E9=87=8F=EF=BC=88PB =E7=BA=A7=EF=BC=89=E7=9A=84=E5=A4= =A7=E6=96=87=E4=BB=B6=EF=BC=88=E9=80=9A=E5=B8=B8=E8=B6=85=E8=BF=8764M=EF=BC= =89=E3=80=82

GFS: GFS =E4=B9=9F=E5=B0=B1=E6=98=AF google File System=EF=BC=8Cgoogle= =E5=85=AC=E5=8F=B8=E4=B8=BA=E4=BA=86=E5=AD=98=E5=82=A8=E6=B5=B7=E9=87=8F=E6= =90=9C=E7=B4=A2=E6=95=B0=E6=8D=AE=E8=80=8C=E8=AE=BE=E8=AE=A1=E7=9A=84=E4=B8= =93=E7=94=A8=E6=96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F=E3=80=82

HIVE: hive=E6=98=AF=E5=9F=BA=E4=BA=8EHadoop=E7=9A=84=E4=B8=80=E4=B8=AA= =E6=95=B0=E6=8D=AE=E4=BB=93=E5=BA=93=E5=B7=A5=E5=85=B7=EF=BC=8C=E5=8F=AF=E4= =BB=A5=E5=B0=86=E7=BB=93=E6=9E=84=E5=8C=96=E7=9A=84=E6=95=B0=E6=8D=AE=E6=96= =87=E4=BB=B6=E6=98=A0=E5=B0=84=E4=B8=BA=E4=B8=80=E5=BC=A0=E6=95=B0=E6=8D=AE= =E5=BA=93=E8=A1=A8=EF=BC=8C=E5=B9=B6=E6=8F=90=E4=BE=9B=E5=AE=8C=E6=95=B4=E7= =9A=84sql=E6=9F=A5=E8=AF=A2=E5=8A=9F=E8=83=BD=EF=BC=8C=E5=8F=AF=E4=BB=A5=E5= =B0=86sql=E8=AF=AD=E5=8F=A5=E8=BD=AC=E6=8D=A2=E4=B8=BAMapReduce=E4=BB=BB=E5= =8A=A1=E8=BF=9B=E8=A1=8C=E8=BF=90=E8=A1=8C=E3=80=82 =E5=85=B6=E4=BC=98=E7= =82=B9=E6=98=AF=E5=AD=A6=E4=B9=A0=E6=88=90=E6=9C=AC=E4=BD=8E=EF=BC=8C=E5=8F= =AF=E4=BB=A5=E9=80=9A=E8=BF=87=E7=B1=BBSQL=E8=AF=AD=E5=8F=A5=E5=BF=AB=E9=80= =9F=E5=AE=9E=E7=8E=B0=E7=AE=80=E5=8D=95=E7=9A=84MapReduce=E7=BB=9F=E8=AE=A1= =EF=BC=8C=E4=B8=8D=E5=BF=85=E5=BC=80=E5=8F=91=E4=B8=93=E9=97=A8=E7=9A=84Map= Reduce=E5=BA=94=E7=94=A8=EF=BC=8C=E5=8D=81=E5=88=86=E9=80=82=E5=90=88=E6=95= =B0=E6=8D=AE=E4=BB=93=E5=BA=93=E7=9A=84=E7=BB=9F=E8=AE=A1=E5=88=86=E6=9E=90= =E3=80=82Hive =E7=9A=84=E6=95=B0=E6=8D=AE=E5=AD=98=E5=82=A8=E5=9C=A8 HDFS = =E4=B8=AD=EF=BC=8C=E5=A4=A7=E9=83=A8=E5=88=86=E7=9A=84=E6=9F=A5=E8=AF=A2=E7= =94=B1 MapReduce =E5=AE=8C=E6=88=90=EF=BC=88=E5=8C=85=E5=90=AB =E7=9A= =84=E6=9F=A5=E8=AF=A2=EF=BC=8C=E6=AF=94=E5=A6=82 select from tbl =E4= =B8=8D=E4=BC=9A=E7=94=9F=E6=88=90 MapRedcue =E4=BB=BB=E5=8A=A1=EF=BC=89=E3= =80=82

HBase:HBase(Hadoop database)=E6=98=AF=E4=B8=80=E4=B8=AA=E5=88=86=E5=B8= =83=E5=BC=8F=E7=9A=84=E3=80=81=E9=9D=A2=E5=90=91=E5=88=97=E7=9A=84=E5=BC=80= =E6=BA=90=E6=95=B0=E6=8D=AE=E5=BA=93=EF=BC=8C=E8=AF=A5=E6=8A=80=E6=9C=AF=E6= =9D=A5=E6=BA=90=E4=BA=8EChang et al=E6=89=80=E6=92=B0=E5=86=99=E7=9A=84Goog= le=E8=AE=BA=E6=96=87=E2=80=9CBigtable=EF=BC=9A=E4=B8=80=E4=B8=AA=E7=BB=93= =E6=9E=84=E5=8C=96=E6=95=B0=E6=8D=AE=E7=9A=84=E5=88=86=E5=B8=83=E5=BC=8F=E5= =AD=98=E5=82=A8=E7=B3=BB=E7=BB=9F=E2=80=9D=E3=80=82HBase=E6=98=AFApache=E7= =9A=84Hadoop=E9=A1=B9=E7=9B=AE=E7=9A=84=E5=AD=90=E9=A1=B9=E7=9B=AE=E3=80=82= HBase=E4=B8=8D=E5=90=8C=E4=BA=8E=E4=B8=80=E8=88=AC=E7=9A=84=E5=85=B3=E7=B3= =BB=E6=95=B0=E6=8D=AE=E5=BA=93=EF=BC=8C=E5=AE=83=E6=98=AF=E4=B8=80=E4=B8=AA= =E9=80=82=E5=90=88=E4=BA=8E=E9=9D=9E=E7=BB=93=E6=9E=84=E5=8C=96=E6=95=B0=E6= =8D=AE=E5=AD=98=E5=82=A8=E7=9A=84=E6=95=B0=E6=8D=AE=E5=BA=93=E3=80=82=E5=8F= =A6=E4=B8=80=E4=B8=AA=E4=B8=8D=E5=90=8C=E7=9A=84=E6=98=AFHBase=E5=9F=BA=E4= =BA=8E=E5=88=97=E7=9A=84=E8=80=8C=E4=B8=8D=E6=98=AF=E5=9F=BA=E4=BA=8E=E8=A1= =8C=E7=9A=84=E6=A8=A1=E5=BC=8F=E3=80=82=E5=88=A9=E7=94=A8HBase=E6=8A=80=E6= =9C=AF=E5=8F=AF=E5=9C=A8=E5=BB=89=E4=BB=B7PC Server=E4=B8=8A=E6=90=AD=E5=BB= =BA=E8=B5=B7=E5=A4=A7=E8=A7=84=E6=A8=A1=E7=BB=93=E6=9E=84=E5=8C=96=E5=AD=98= =E5=82=A8=E9=9B=86=E7=BE=A4=E3=80=82

3D=

=E4=B8=8A=E5=9B=BE=E6=8F=8F=E8=BF=B0Hadoop EcoSystem=E4=B8=AD=E7=9A=84= =E5=90=84=E5=B1=82=E7=B3=BB=E7=BB=9F=E5=85=B6=E4=B8=AD,HBase=E4=BD=8D=E4=BA= =8E=E7=BB=93=E6=9E=84=E5=8C=96=E5=AD=98=E5=82=A8=E5=B1=82=EF=BC=8CHadoop HD= FS=E4=B8=BAHBase=E6=8F=90=E4=BE=9B=E4=BA=86=E9=AB=98=E5=8F=AF=E9=9D=A0=E6= =80=A7=E7=9A=84=E5=BA=95=E5=B1=82=E5=AD=98=E5=82=A8=E6=94=AF=E6=8C=81=EF=BC= =8CHadoop MapReduce=E4=B8=BAHBase=E6=8F=90=E4=BE=9B=E4=BA=86=E9=AB=98=E6=80= =A7=E8=83=BD=E7=9A=84=E8=AE=A1=E7=AE=97=E8=83=BD=E5=8A=9B=EF=BC=8CZookeeper= =E4=B8=BAHBase=E6=8F=90=E4=BE=9B=E4=BA=86=E7=A8=B3=E5=AE=9A=E6=9C=8D=E5=8A= =A1=E5=92=8Cfailover=E6=9C=BA=E5=88=B6=E3=80=82=E6=AD=A4=E5=A4=96=EF=BC=8CP= ig=E5=92=8CHive=E8=BF=98=E4=B8=BAHBase=E6=8F=90=E4=BE=9B=E4=BA=86=E9=AB=98= =E5=B1=82=E8=AF=AD=E8=A8=80=E6=94=AF=E6=8C=81=EF=BC=8C=E4=BD=BF=E5=BE=97=E5= =9C=A8HBase=E4=B8=8A=E8=BF=9B=E8=A1=8C=E6=95=B0=E6=8D=AE=E7=BB=9F=E8=AE=A1= =E5=A4=84=E7=90=86=E5=8F=98=E7=9A=84=E9=9D=9E=E5=B8=B8=E7=AE=80=E5=8D=95=E3= =80=82 Sqoop=E5=88=99=E4=B8=BAHBase=E6=8F=90=E4=BE=9B=E4=BA=86=E6=96=B9=E4= =BE=BF=E7=9A=84RDBMS=E6=95=B0=E6=8D=AE=E5=AF=BC=E5=85=A5=E5=8A=9F=E8=83=BD= =EF=BC=8C=E4=BD=BF=E5=BE=97=E4=BC=A0=E7=BB=9F=E6=95=B0=E6=8D=AE=E5=BA=93=E6= =95=B0=E6=8D=AE=E5=90=91HBase=E4=B8=AD=E8=BF=81=E7=A7=BB=E5=8F=98=E7=9A=84= =E9=9D=9E=E5=B8=B8=E6=96=B9=E4=BE=BF=E3=80=82

ZooKeeper=EF=BC=9AZooKeeper=E6=98=AFHadoop=E7=9A=84=E6=AD=A3=E5=BC=8F=E5= =AD=90=E9=A1=B9=E7=9B=AE=EF=BC=8C=E5=AE=83=E6=98=AF=E4=B8=80=E4=B8=AA=E9=92= =88=E5=AF=B9=E5=A4=A7=E5=9E=8B=E5=88=86=E5=B8=83=E5=BC=8F=E7=B3=BB=E7=BB=9F= =E7=9A=84=E5=8F=AF=E9=9D=A0=E5=8D=8F=E8=B0=83=E7=B3=BB=E7=BB=9F=EF=BC=8C=E6= =8F=90=E4=BE=9B=E7=9A=84=E5=8A=9F=E8=83=BD=E5=8C=85=E6=8B=AC=EF=BC=9A=E9=85= =8D=E7=BD=AE=E7=BB=B4=E6=8A=A4=E3=80=81=E5=90=8D=E5=AD=97=E6=9C=8D=E5=8A=A1= =E3=80=81=E5=88=86=E5=B8=83=E5=BC=8F=E5=90=8C=E6=AD=A5=E3=80=81=E7=BB=84=E6= =9C=8D=E5=8A=A1=E7=AD=89=E3=80=82ZooKeeper=E7=9A=84=E7=9B=AE=E6=A0=87=E5=B0= =B1=E6=98=AF=E5=B0=81=E8=A3=85=E5=A5=BD=E5=A4=8D=E6=9D=82=E6=98=93=E5=87=BA= =E9=94=99=E7=9A=84=E5=85=B3=E9=94=AE=E6=9C=8D=E5=8A=A1=EF=BC=8C=E5=B0=86=E7= =AE=80=E5=8D=95=E6=98=93=E7=94=A8=E7=9A=84=E6=8E=A5=E5=8F=A3=E5=92=8C=E6=80= =A7=E8=83=BD=E9=AB=98=E6=95=88=E3=80=81=E5=8A=9F=E8=83=BD=E7=A8=B3=E5=AE=9A= =E7=9A=84=E7=B3=BB=E7=BB=9F=E6=8F=90=E4=BE=9B=E7=BB=99=E7=94=A8=E6=88=B7=E3= =80=82

PIG=EF=BC=9A Pig=E6=98=AF=E4=B8=80=E7=A7=8D=E7=BC=96=E7=A8=8B=E8=AF=AD= =E8=A8=80=EF=BC=8C=E5=AE=83=E7=AE=80=E5=8C=96=E4=BA=86Hadoop=E5=B8=B8=E8=A7= =81=E7=9A=84=E5=B7=A5=E4=BD=9C=E4=BB=BB=E5=8A=A1=EF=BC=8C=E5=B9=B6=E4=B8=94= =E6=8F=90=E4=BE=9B=E4=B8=80=E4=B8=AA=E6=9B=B4=E9=AB=98=E5=B1=82=E6=AC=A1=E6= =8A=BD=E8=B1=A1=E7=9A=84=E6=95=B0=E6=8D=AE=E5=A4=84=E7=90=86=E8=83=BD=E5=8A= =9B=EF=BC=8C=E5=90=8C=E6=97=B6=E8=83=BD=E5=A4=9F=E4=BF=9D=E6=8C=81hadoop=E7= =9A=84=E7=AE=80=E5=8D=95=E5=92=8C=E5=8F=AF=E9=9D=A0=E6=80=A7=E3=80=82Pig=E5= =8F=AF=E5=8A=A0=E8=BD=BD=E6=95=B0=E6=8D=AE=E3=80=81=E8=A1=A8=E8=BE=BE=E8=BD= =AC=E6=8D=A2=E6=95=B0=E6=8D=AE=E4=BB=A5=E5=8F=8A=E5=AD=98=E5=82=A8=E6=9C=80= =E7=BB=88=E7=BB=93=E6=9E=9C=E3=80=82Pig=E5=86=85=E7=BD=AE=E7=9A=84=E6=93=8D= =E4=BD=9C=E4=BD=BF=E5=BE=97=E5=8D=8A=E7=BB=93=E6=9E=84=E5=8C=96=E6=95=B0=E6= =8D=AE=E5=8F=98=E5=BE=97=E6=9C=89=E6=84=8F=E4=B9=89=EF=BC=88=E5=A6=82=E6=97= =A5=E5=BF=97=E6=96=87=E4=BB=B6=EF=BC=89=E3=80=82=E5=90=8C=E6=97=B6Pig=E5=8F= =AF=E6=89=A9=E5=B1=95=E4=BD=BF=E7=94=A8Java=E4=B8=AD=E6=B7=BB=E5=8A=A0=E7= =9A=84=E8=87=AA=E5=AE=9A=E4=B9=89=E6=95=B0=E6=8D=AE=E7=B1=BB=E5=9E=8B=E5=B9= =B6=E6=94=AF=E6=8C=81=E6=95=B0=E6=8D=AE=E8=BD=AC=E6=8D=A2=E3=80=82=EF=BC=88= Yahoo=E8=B4=A1=E7=8C=AE=EF=BC=89

Sqoop=EF=BC=9ASqoop=E6=98=AF=E4=B8=80=E4=B8=AA=E7=94=A8=E6=9D=A5=E5=B0= =86Hadoop=E5=92=8C=E5=85=B3=E7=B3=BB=E5=9E=8B=E6=95=B0=E6=8D=AE=E5=BA=93=E4= =B8=AD=E7=9A=84=E6=95=B0=E6=8D=AE=E7=9B=B8=E4=BA=92=E8=BD=AC=E7=A7=BB=E7=9A= =84=E5=B7=A5=E5=85=B7=EF=BC=8C=E5=8F=AF=E4=BB=A5=E5=B0=86=E4=B8=80=E4=B8=AA= =E5=85=B3=E7=B3=BB=E5=9E=8B=E6=95=B0=E6=8D=AE=E5=BA=93=EF=BC=88=E4=BE=8B=E5= =A6=82 =EF=BC=9A MySQL ,Oracle ,Postgres=E7=AD=89=EF=BC=89=E4=B8=AD=E7=9A= =84=E6=95=B0=E6=8D=AE=E5=AF=BC=E8=BF=9B=E5=88=B0Hadoop=E7=9A=84HDFS=E4=B8= =AD=EF=BC=8C=E4=B9=9F=E5=8F=AF=E4=BB=A5=E5=B0=86HDFS=E7=9A=84=E6=95=B0=E6= =8D=AE=E5=AF=BC=E8=BF=9B=E5=88=B0=E5=85=B3=E7=B3=BB=E5=9E=8B=E6=95=B0=E6=8D= =AE=E5=BA=93=E4=B8=AD=E3=80=82

MPI=EF=BC=9AMPI=E6=98=AF=E4=B8=80=E7=A7=8D=E6=A0=87=E5=87=86=E6=88=96=E8= =A7=84=E8=8C=83=E7=9A=84=E4=BB=A3=E8=A1=A8=EF=BC=8C=E8=80=8C=E4=B8=8D=E7=89= =B9=E6=8C=87=E6=9F=90=E4=B8=80=E4=B8=AA=E5=AF=B9=E5=AE=83=E7=9A=84=E5=85=B7= =E4=BD=93=E5=AE=9E=E7=8E=B0=EF=BC=8C=E8=BF=84=E4=BB=8A=E4=B8=BA=E6=AD=A2=EF= =BC=8C=E6=89=80=E6=9C=89=E7=9A=84=E5=B9=B6=E8=A1=8C=E8=AE=A1=E7=AE=97=E6=9C= =BA=E5=88=B6=E9=80=A0=E5=95=86=E9=83=BD=E6=8F=90=E4=BE=9B=E5=AF=B9MPI=E7=9A= =84=E6=94=AF=E6=8C=81=EF=BC=8C=E5=8F=AF=E4=BB=A5=E5=9C=A8=E7=BD=91=E4=B8=8A= =E5=85=8D=E8=B4=B9=E5=BE=97=E5=88=B0MPI=E5=9C=A8=E4=B8=8D=E5=90=8C=E5=B9=B6= =E8=A1=8C=E8=AE=A1=E7=AE=97=E6=9C=BA=E4=B8=8A=E7=9A=84=E5=AE=9E=E7=8E=B0=EF= =BC=8C=E4=B8=80=E4=B8=AA=E6=AD=A3=E7=A1=AE=E7=9A=84MPI=E7=A8=8B=E5=BA=8F=E5= =8F=AF=E4=BB=A5=E4=B8=8D=E5=8A=A0=E4=BF=AE=E6=94=B9=E5=9C=B0=E5=9C=A8=E6=89= =80=E6=9C=89=E7=9A=84=E5=B9=B6=E8=A1=8C=E6=9C=BA=E4=B8=8A=E8=BF=90=E8=A1=8C= =EF=BC=9BMPI=E6=98=AF=E4=B8=80=E7=A7=8D=E5=9F=BA=E4=BA=8E=E6=B6=88=E6=81=AF= =E4=BC=A0=E9=80=92=E6=9C=BA=E5=88=B6=E7=9A=84=E5=B9=B6=E8=A1=8C=E7=BC=96=E7= =A8=8B=E6=A0=87=E5=87=86=EF=BC=8C=E5=AE=83=E4=B8=BA=E7=A8=8B=E5=BA=8F=E8=AE= =BE=E8=AE=A1=E8=80=85=E6=8F=90=E4=BE=9B=E4=BA=86=E4=B8=B0=E5=AF=8C=E8=80=8C= =E6=96=B9=E4=BE=BF=E7=9A=84=E9=80=9A=E4=BF=A1=E5=87=BD=E6=95=B0=EF=BC=8C=E5= =9C=A8=E7=A8=8B=E5=BA=8F=E8=AE=BE=E8=AE=A1=E4=B8=8A=E9=9D=9E=E5=B8=B8=E7=AE= =80=E5=8D=95=E8=80=8C=E4=B8=94=E7=AC=A6=E5=90=88=E6=99=AE=E9=80=9A=E7=A8=8B= =E5=BA=8F=E5=91=98=E7=9A=84=E7=BC=96=E7=A8=8B=E4=B9=A0=E6=83=AF=E3=80=82

AMPLab=EF=BC=88Berkeley=EF= =BC=89=E6=95=B0=E6=8D=AE=E5=88=86=E6=9E=90=E7=B3=BB=E7=BB=9F=E7=9B=B8=E5=85= =B3

=E8=BF=99=E9=87=8C=E7=BB=99=E5=A4=A7=E5=AE=B6=E4=B8=8ABerkeley = =E6=95=B0=E6=8D=AE=E5=88=86=E6=9E=90=E7=B3=BB=E7=BB=9F=E7=9A=84=E6=9E=B6=E6= =9E=84=E5=9B=BE=EF=BC=8C=E5=85=B6=E4=B8=AD=E8=93=9D=E8=89=B2=E9=83=A8=E5=88= =86=E4=B8=BABerkeley AMPLab=E7=9A=84=E6=88=90=E6=9E=9C=EF=BC=8C=E7=99=BD=E8= =89=B2=E9=83=A8=E5=88=86=E4=B8=BA=E7=AC=AC=E4=B8=89=E6=96=B9=E6=8F=90=E4=BE= =9B=EF=BC=9A

=3D"Berkeley"

Spark=EF=BC=9ASpark =E6=98=AF=E9=9D=A2=E5=90=91=E5=86=8D=E5=88=A9=E7=94= =A8=E5=B7=A5=E4=BD=9C=E6=95=B0=E6=8D=AE=E9=9B=86=E7=9A=84=E5=BA=94=E7=94=A8= =E7=9A=84=E5=86=85=E5=AD=98=E9=9B=86=E7=BE=A4=E8=AE=A1=E7=AE=97=E6=A1=86=E6= =9E=B6=EF=BC=8C=E7=94=B1=E5=8A=A0=E5=B7=9E=E5=A4=A7=E5=AD=A6=E4=BC=AF=E5=85= =8B=E5=88=A9=E5=88=86=E6=A0=A1 AMP =E5=AE=9E=E9=AA=8C=E5=AE=A4 (Algorithms,= Machines, and People Lab) =E5=BC=80=E5=8F=91=EF=BC=8C=E5=8F=AF=E7=94=A8=E6= =9D=A5=E6=9E=84=E5=BB=BA=E5=A4=A7=E5=9E=8B=E7=9A=84=E3=80=81=E4=BD=8E=E5=BB= =B6=E8=BF=9F=E7=9A=84=E6=95=B0=E6=8D=AE=E5=88=86=E6=9E=90=E5=BA=94=E7=94=A8= =E7=A8=8B=E5=BA=8F=E3=80=82Spark =E6=98=AF=E4=B8=80=E7=A7=8D=E4=B8=8E Hado= op =E7=9B=B8=E4=BC=BC=E7=9A=84=E5=BC=80=E6=BA=90=E9=9B=86=E7=BE=A4=E8=AE=A1= =E7=AE=97=E7=8E=AF=E5=A2=83=EF=BC=8C=E4=BD=86=E6=98=AF=E4=B8=A4=E8=80=85=E4= =B9=8B=E9=97=B4=E8=BF=98=E5=AD=98=E5=9C=A8=E4=B8=80=E4=BA=9B=E4=B8=8D=E5=90= =8C=E4=B9=8B=E5=A4=84=EF=BC=8C=E8=BF=99=E4=BA=9B=E6=9C=89=E7=94=A8=E7=9A=84= =E4=B8=8D=E5=90=8C=E4=B9=8B=E5=A4=84=E4=BD=BF Spark =E5=9C=A8=E6=9F=90=E4= =BA=9B=E5=B7=A5=E4=BD=9C=E8=B4=9F=E8=BD=BD=E6=96=B9=E9=9D=A2=E8=A1=A8=E7=8E= =B0=E5=BE=97=E6=9B=B4=E5=8A=A0=E4=BC=98=E8=B6=8A=EF=BC=88=E6=AF=94=E5=A6=82= =E5=A4=8D=E6=9D=82=E4=BB=BB=E5=8A=A1=E3=80=81=E4=BA=A4=E4=BA=92=E5=BC=8F=E6= =9F=A5=E8=AF=A2=E3=80=81=E5=9C=A8=E7=BA=BF=E5=A4=84=E7=90=86=EF=BC=89=EF=BC= =8C=E6=8D=A2=E5=8F=A5=E8=AF=9D=E8=AF=B4=EF=BC=8CSpark =E5=90=AF=E7=94=A8=E4= =BA=86=E5=86=85=E5=AD=98=E5=88=86=E5=B8=83=E6=95=B0=E6=8D=AE=E9=9B=86=EF=BC= =8C=E9=99=A4=E4=BA=86=E8=83=BD=E5=A4=9F=E6=8F=90=E4=BE=9B=E4=BA=A4=E4=BA=92= =E5=BC=8F=E6=9F=A5=E8=AF=A2=E5=A4=96=EF=BC=8C=E5=AE=83=E8=BF=98=E5=8F=AF=E4= =BB=A5=E4=BC=98=E5=8C=96=E8=BF=AD=E4=BB=A3=E5=B7=A5=E4=BD=9C=E8=B4=9F=E8=BD= =BD=E3=80=82=E5=B0=BD=E7=AE=A1=E5=88=9B=E5=BB=BA Spark =E6=98=AF=E4=B8=BA= =E4=BA=86=E6=94=AF=E6=8C=81=E5=88=86=E5=B8=83=E5=BC=8F=E6=95=B0=E6=8D=AE=E9= =9B=86=E4=B8=8A=E7=9A=84=E8=BF=AD=E4=BB=A3=E4=BD=9C=E4=B8=9A=EF=BC=8C=E4=BD= =86=E6=98=AF=E5=AE=9E=E9=99=85=E4=B8=8A=E5=AE=83=E6=98=AF=E5=AF=B9 Hadoop = =E7=9A=84=E8=A1=A5=E5=85=85=EF=BC=8C=E5=8F=AF=E4=BB=A5=E5=9C=A8 Hadoo =E6= =96=87=E4=BB=B6=E7=B3=BB=E7=BB=9F=E4=B8=AD=E5=B9=B6=E8=A1=8C=E8=BF=90=E8=A1= =8C=E3=80=82=E9=80=9A=E8=BF=87=E5=90=8D=E4=B8=BA Mesos =E7=9A=84=E7=AC=AC= =E4=B8=89=E6=96=B9=E9=9B=86=E7=BE=A4=E6=A1=86=E6=9E=B6=E5=8F=AF=E4=BB=A5=E6= =94=AF=E6=8C=81=E6=AD=A4=E8=A1=8C=E4=B8=BA=E3=80=82Spark =E8=BF=98=E5=BC=95= =E8=BF=9B=E4=BA=86=E5=90=8D=E4=B8=BA =E5=BC=B9=E6=80=A7=E5=88=86=E5=B8=83= =E5=BC=8F=E6=95=B0=E6=8D=AE=E9=9B=86 (RDD) =E7=9A=84=E6=8A=BD=E8=B1=A1=E3= =80=82RDD =E6=98=AF=E5=88=86=E5=B8=83=E5=9C=A8=E4=B8=80=E7=BB=84=E8=8A=82= =E7=82=B9=E4=B8=AD=E7=9A=84=E5=8F=AA=E8=AF=BB=E5=AF=B9=E8=B1=A1=E9=9B=86=E5= =90=88=E3=80=82=E8=BF=99=E4=BA=9B=E9=9B=86=E5=90=88=E6=98=AF=E5=BC=B9=E6=80= =A7=E7=9A=84=EF=BC=8C=E5=A6=82=E6=9E=9C=E6=95=B0=E6=8D=AE=E9=9B=86=E4=B8=80= =E9=83=A8=E5=88=86=E4=B8=A2=E5=A4=B1=EF=BC=8C=E5=88=99=E5=8F=AF=E4=BB=A5=E5= =AF=B9=E5=AE=83=E4=BB=AC=E8=BF=9B=E8=A1=8C=E9=87=8D=E5=BB=BA=E3=80=82

mesos=EF=BC=9A=E8=B5=84=E6=BA=90=E7=AE=A1=E7=90=86=E5=B9=B3=E5=8F=B0=EF= =BC=8C=E8=A7=81spark=E3=80=82

RDD:=E5=BC=B9=E6=80=A7=E5=88=86=E5=B8=83=E5=BC=8F=E6=95=B0=E6=8D=AE=E9= =9B=86,=E2=80=9D=E5=8F=AF=E6=81=A2=E5=A4=8D=E3=80=81=E5=88=86=E5=B8=83=E5= =BC=8F=E6=95=B0=E6=8D=AE=E9=9B=86=E2=80=9D=E3=80=82RDD =E6=98=AF=E5=88=86= =E5=B8=83=E5=9C=A8=E4=B8=80=E7=BB=84=E8=8A=82=E7=82=B9=E4=B8=AD=E7=9A=84=E5= =8F=AA=E8=AF=BB=E5=AF=B9=E8=B1=A1=E9=9B=86=E5=90=88=EF=BC=8C=E5=8F=91=E7=94= =9F=E6=95=85=E9=9A=9C=E5=90=8E=E5=8F=AF=E8=87=AA=E5=8A=A8=E9=87=8D=E6=96=B0= =E6=9E=84=E5=BB=BA=E3=80=82=E5=AD=98=E5=82=A8=E5=A4=A7=E5=9E=8B=E5=B7=A5=E4= =BD=9C=E6=95=B0=E6=8D=AE=E9=9B=86=EF=BC=8C=E5=9F=BA=E4=BA=8E=E2=80=9C=E6=95= =B0=E6=8D=AE=E6=B2=BF=E8=A2=AD=E2=80=9D=E7=9A=84=E5=AE=B9=E9=94=99=E6=9C=BA= =E5=88=B6=E3=80=82

Shark=EF=BC=9AShark =3D spark + hive=E3=80=82=E5=88=A9=E7=94=A8Spark=E7= =9A=84=E5=86=85=E5=AD=98RDD=E7=BC=93=E5=AD=98=E5=92=8C=E7=81=B5=E6=B4=BB=E7= =9A=84=E8=AF=AD=E8=A8=80=E5=8A=9F=E8=83=BD=EF=BC=9A=E7=BB=93=E6=9E=9C=E5=86= =8D=E5=88=A9=E7=94=A8=E5=92=8C=E4=BD=8E=E5=BB=B6=E8=BF=9F=E3=80=82=E5=8F=AF= =E6=8B=93=E5=B1=95=EF=BC=8C=E5=8F=AF=E5=AE=B9=E9=94=99=EF=BC=8C=E9=80=9F=E5= =BA=A6=E5=BF=AB=EF=BC=8C=E6=9F=A5=E8=AF=A2=E5=8A=9F=E8=83=BD=E5=85=BC=E5=AE= =B9Hive=E3=80=82

PIQL=EF=BC=9APIQL is a SQL like language that uses a new scale independe= nt optimization strategy to execute relational queries while maintaining th= e performance predicability and scalability provided by distributed key/val= ue stores. =EF=BC=88AMPLab=E5=AE=9E=E9=AA=8C=E5=AE=A4=E7=9A=84=E8=AF= =B4=E6=98=8E=EF=BC=8C=E6=88=91=E5=B0=B1=E4=B8=8D=E7=8C=AE=E4=B8=91=E7= =BF=BB=E8=AF=91=E4=BA=86=EF=BC=89

SCADS=EF=BC=9A=E4=B8=8D=E4=BE=9D=E8=B5=96=E8=A7=84=E6=A8=A1=E7=9A=84=E5= =AD=98=E5=82=A8=E7=B3=BB=E7=BB=9F=E3=80=82

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3D"=

=E4=B8=BB=E8=A6=81=E5=8F=82= =E8=80=83=E8=B5=84=E6=96=99

=E5=85=B6=E4=BB=96=E7=9B=B8=E5=85=B3=E8=B5=84=E6=96=99=E6=AF=94=E8=BE=83= =E9=9B=B6=E7=A2=8E=EF=BC=8C=E4=B8=8D=E6=96=B9=E4=BE=BF=E5=88=97=E4=B8=BE=EF= =BC=8C=E8=BF=99=E9=87=8C=E5=B0=A4=E5=85=B6=E6=84=9F=E8=B0=A2Google=E5=92=8C= =E7=99=BE=E5=BA=A6=E7=9A=84=E6=90=9C=E7=B4=A2=E7=BB=93=E6=9E=9C=E3=80=82 =20 =20

=20
=20 =20 =20 =20 =20 =20

=E6=89=AB=E4=B8=80=E6=89=AB=EF=BC=8C=E5=88=86=E4=BA=AB=E5=88=B0=E5= =BE=AE=E4=BF=A1

3D"=E5=BE=AE=E4=BF=A1=E5=88=86=E4=BA=AB=E4=
=20
=20 =20 =20 =20 =20 =20 =20
=20 =20
=20
=20 =20 =20
=09
=E4=B8=BA=E4=BB=80=E4= =B9=88=E5=A4=AA=E9=98=B3=E8=BF=99=E4=B9=88=E7=BA=A2,
=E5=8D=B4=E8=BF=98= =E6=98=AF=E8=BF=99=E4=B9=88=E5=86=B7=E3=80=82
=09
=20
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.tag { color= : rgb(255, 255, 255); } pre .at_rule, pre .at_rule .keyword, pre .css ~ * .tag, pre .preprocessor, = pre .preprocessor .keyword, pre .title { color: rgb(249, 38, 114); } pre .attribute, pre .built_in, pre .class, pre .css ~ * .class, pre .functi= on .title { color: rgb(166, 226, 46); } pre .string, pre .value { color: rgb(230, 219, 116); } pre .number { color: rgb(113, 99, 215); } pre .css ~ * .id, pre .id { color: rgb(253, 151, 31); } #header .tagcloud a { color: rgb(255, 255, 255); } .tagcloud a { display: inline-block; text-decoration: none; font-weight: 40= 0; font-size: 10px; color: rgb(255, 255, 255); height: 18px; line-height: 1= 8px; float: left; padding: 0px 5px 0px 10px; position: relative; border-rad= ius: 0px 5px 5px 0px; margin: 5px 9px 5px 8px; font-family: Menlo, Monaco, = "Andale Mono", "lucida console", "Courier New", monospace; } .tagcloud a:hover { opacity: 0.8; } .tagcloud a::before { content: " "; width: 0px; height: 0px; position: abso= lute; top: 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rgb(255, 255, 255); display: b= lock; float: left; line-height: 80px; text-align: center; } .tagcloud-ctn .tagcloud-global .tab-post-types .tab-post-type:first-child .= post-type-icon { background: rgb(242, 153, 46); } .tagcloud-ctn .tagcloud-global .tab-post-types .tab-post-type:nth-child(2) = .post-type-icon { background: rgb(86, 188, 138); } .tagcloud-ctn .tagcloud-global .tab-post-types .tab-post-type:nth-child(3) = .post-type-icon { background: rgb(74, 168, 216); } .tagcloud-ctn .tagcloud-global .tab-post-types .tab-post-type:nth-child(4) = .post-type-icon { background: rgb(167, 125, 194); } .tagcloud-ctn .tagcloud-global .tab-post-types .tab-post-type:nth-child(5) = .post-type-icon { background: rgb(221, 118, 93); } #header .header-nav { width: 100%; position: absolute; transition: transfor= m 0.3s ease-in, -webkit-transform 0.3s ease-in; } #header .header-nav .social { margin-top: 10px; text-align: center; display= : flex; flex-wrap: wrap; -webkit-box-pack: center; justify-content: center;= } #header .header-nav .social a { border-radius: 50%; display: inline-block; = vertical-align: middle; zoom: 1; margin: 0px 8px 15px; transition: 0.3s; te= xt-align: center; color: rgb(255, 255, 255); opacity: 0.7; width: 28px; hei= ght: 28px; line-height: 26px; } #header .header-nav .social a:hover { opacity: 1; } #header .header-nav .social a.weibo { background: rgb(170, 170, 255); borde= r: 1px solid rgb(170, 170, 255); } #header .header-nav .social a.weibo:hover { border: 1px solid rgb(170, 170,= 255); } #header .header-nav .social a.segmentfault { background: rgb(0, 154, 97); b= order: 1px solid rgb(0, 154, 97); } #header .header-nav .social a.segmentfault:hover { border: 1px solid rgb(0,= 154, 97); } #header .header-nav .social a.rss { background: rgb(239, 117, 34); border: = 1px solid rgb(239, 117, 34); } #header .header-nav .social a.rss:hover { border: 1px solid rgb(207, 93, 15= ); } #header .header-nav .social a.github { background: rgb(175, 182, 202); bord= er: 1px solid rgb(175, 182, 202); } #header .header-nav .social a.github:hover { border: 1px solid rgb(144, 154= , 182); } #header .header-nav .social a.facebook { background: rgb(59, 89, 152); bord= er: 1px solid rgb(59, 89, 152); } #header .header-nav .social a.facebook:hover { border: 1px solid rgb(45, 67= , 115); } #header .header-nav .social a.google { background: rgb(200, 61, 32); border= : 1px solid rgb(200, 61, 32); } #header .header-nav .social a.google:hover { border: 1px solid rgb(156, 48,= 25); } #header .header-nav .social a.twitter { background: rgb(85, 207, 248); bord= er: 1px solid rgb(85, 207, 248); } #header .header-nav .social a.twitter:hover { border: 1px solid rgb(36, 193= , 246); } #header .header-nav .social a.linkedin { background: rgb(0, 90, 135); borde= r: 1px solid rgb(0, 90, 135); } #header .header-nav .social a.linkedin:hover { border: 1px solid rgb(0, 107= , 152); } #header .header-nav .social a.acfun { background: rgb(253, 76, 93); border:= 1px solid rgb(253, 76, 93); } #header .header-nav .social a.acfun:hover { border: 1px solid rgb(253, 76, = 93); } #header .header-nav .social a.bilibili { background: rgb(225, 82, 128); bor= der: 1px solid rgb(225, 82, 128); } #header .header-nav .social a.bilibili:hover { border: 1px solid rgb(225, 8= 2, 128); } #header .header-nav .social a.zhihu { background: rgb(0, 120, 216); border:= 1px solid rgb(0, 120, 216); } #header .header-nav .social a.zhihu:hover { border: 1px solid rgb(0, 120, 2= 16); } #header .header-nav .social a.douban { background: rgb(6, 198, 17); border:= 1px solid rgb(6, 198, 17); } #header .header-nav .social a.douban:hover { border: 1px solid rgb(6, 198, = 17); } #header .header-nav .social a.mail { background: rgb(0, 90, 135); border: 1= px solid rgb(0, 90, 135); } #header .header-nav .social a.mail:hover { border: 1px solid rgb(0, 107, 15= 2); } #header .header-nav .social a.jianshu { background: rgb(255, 87, 34); borde= r: 1px solid rgb(255, 87, 34); } #header .header-nav .social a.jianshu:hover { border: 1px solid rgb(255, 87= , 34); } #header .header-nav .social a.weixin { background: rgb(76, 175, 80); border= : 1px solid rgb(76, 175, 80); } #header .header-nav .social a.weixin:hover { border: 1px solid rgb(76, 175,= 80); } #header .header-nav .social a.qq { background: rgb(52, 186, 173); border: 1= px solid rgb(52, 186, 173); } #header .header-nav .social a.qq:hover { border: 1px solid rgb(52, 186, 173= ); } #header .header-nav .social a.psn { background: rgb(8, 110, 246); border: 1= px solid rgb(8, 110, 246); } #header .header-nav .social a.psn:hover { border: 1px solid rgb(8, 110, 246= ); } #page-nav { text-align: center; margin-top: 30px; } #page-nav .page-number { width: 20px; height: 25px; background: rgb(77, 77,= 77); display: inline-block; color: rgb(255, 255, 255); line-height: 25px; = font-size: 12px; margin: 0px 5px 30px; border-radius: 2px; } #page-nav .page-number:hover { background: rgb(94, 94, 94); } #page-nav .current { background: rgb(136, 172, 219); cursor: default; } #page-nav .current:hover { background: rgb(136, 172, 219); } #page-nav .extend { color: rgb(77, 77, 77); margin: 0px 27px; opacity: 1; } #page-nav .extend:hover { color: rgb(94, 94, 94); } #page-nav:hover .extend { opacity: 1; } .archives-wrap { position: relative; margin: 0px 30px; padding-right: 60px;= border-bottom: 1px solid rgb(238, 238, 238); background: rgb(255, 255, 255= ); } .archives-wrap:first-child { margin-top: 30px; } .archives-wrap:last-child { margin-bottom: 80px; } .archives-wrap .archive-year-wrap { line-height: 35px; width: 200px; positi= on: absolute; padding-top: 15px; font-size: 1.8em; z-index: 1; } .archives-wrap .archive-year-wrap a { color: rgb(102, 102, 102); font-weigh= t: 700; padding-left: 48px; } .archives { position: relative; } .archives .article-info { border: none; } .archives .archive-article { margin-left: 200px; padding: 20px 0px; border-= bottom: 1px solid rgb(238, 238, 238); border-top: 1px solid rgb(255, 255, 2= 55); position: relative; } .archives .archive-article:first-child { border-top: none; } .archives .archive-article:last-child { border-bottom: none; } .archives .archive-article-title { font-size: 16px; color: rgb(51, 51, 51);= transition: color 0.3s; } .archives .archive-article-title:hover { color: rgb(101, 123, 131); } .archives .archive-article-title span { display: block; color: rgb(168, 168= , 168); font-size: 12px; line-height: 14px; height: 7px; padding-left: 2px;= } .archives .archive-article-title span::before { display: inline-block; cont= ent: "=E2=80=9C"; font-family: serif; font-size: 30px; float: left; margin:= 4px 4px 0px -12px; color: rgb(200, 200, 200); } .archive-article-inner .icon-clock { margin-right: 5px; } .archive-article-inner .archive-article-header { position: relative; min-he= ight: 36px; } .archive-article-inner .article-meta { position: relative; float: right; ma= rgin-top: -10px; color: rgb(85, 85, 85); background: none; text-align: righ= t; width: auto; } .archive-article-inner .article-meta .article-date time { color: rgb(170, 1= 70, 170); } .archive-article-inner .article-meta .archive-article-date, .archive-articl= e-inner .article-meta .article-tag-list { margin-right: 30px; display: inli= ne-block; vertical-align: middle; zoom: 1; color: rgb(102, 102, 102); font-= size: 14px; } .archive-article-inner .article-meta .archive-article-date { cursor: defaul= t; font-size: 12px; margin-bottom: 5px; margin-top: -10px; margin-right: 0p= x; } .archive-article-inner .article-meta .article-category::before { float: lef= t; margin-top: 1px; left: 15px; } .archive-article-inner .article-meta .article-category .article-category-li= nk { width: auto; max-width: 83px; padding-left: 10px; } .archive-article-inner .article-meta .article-tag-list { margin-top: 0px; } .archive-article-inner .article-meta .article-tag-list::before { left: 15px= ; } .archive-article-inner .article-meta .article-tag-list .article-tag-list-it= em { display: inline-block; width: auto; max-width: 83px; padding-left: 8px= ; font-size: 12px; } .tools-col { width: 300px; height: 100%; position: fixed; left: 0px; top: 0= px; z-index: 0; padding: 0px; opacity: 0; } .tools-col.show { opacity: 1; } .tools-col.hide { z-index: 0; } .tools-col .tools-nav { display: none; } .tools-col .tools-section, .tools-col .tools-wrap { height: 100%; color: rg= b(229, 229, 229); width: 360px; overflow: hidden auto; } .tools-col .tools-section ::-webkit-scrollbar, .tools-col .tools-wrap ::-we= bkit-scrollbar { display: none; } .tools-col .tools-section .search-wrap { width: 310px; margin: 20px 20px 10= px; position: relative; } .tools-col .tools-section .search-wrap .search-ipt { width: 310px; color: r= gb(255, 255, 255); background: none; border-top: none; border-right: none; = border-left: none; border-image: initial; border-bottom: 2px solid rgb(255,= 255, 255); font-family: Roboto, serif; } .tools-col .tools-section .search-wrap .icon { position: absolute; right: 0= px; top: 7px; color: rgb(255, 255, 255); cursor: pointer; } .tools-col .tools-section .search-wrap .icon:hover { transform: scale(1.2);= } .tools-col .tools-section .search-wrap ::-webkit-input-placeholder { color:= rgb(237, 237, 237); } .tools-col .tools-section .search-tag.tagcloud { text-align: center; positi= on: relative; } .tools-col .tools-section .search-tag.tagcloud .search-tag-wording { font-s= ize: 12px; float: right; margin: 4px 75px 0px 0px; } .tools-col .tools-section .search-tag.tagcloud .search-switch { width: 40px= ; height: 25px; display: block; } .tools-col .tools-section .search-tag.tagcloud .search-switch input { width= : 40px; height: 14px; position: absolute; top: 0px; right: 30px; z-index: 2= ; border: 0px; background: 0px 0px; appearance: none; outline: 0px; } .tools-col .tools-section .search-tag.tagcloud .search-switch input::before= { content: ""; width: 40px; height: 14px; border: 1px solid rgb(189, 202, = 188); background-color: rgb(253, 253, 253); border-radius: 20px; cursor: po= inter; display: inline-block; position: relative; vertical-align: middle; b= ox-sizing: content-box; box-shadow: rgb(223, 223, 223) 0px 0px 0px 0px inse= t; transition: border 0.4s, box-shadow 0.4s; background-clip: content-box; = } .tools-col .tools-section .search-tag.tagcloud .search-switch input:checked= ::before { border-color: rgb(100, 189, 99); box-shadow: rgb(100, 189, 99) 0= px 0px 0px 0.16rem inset; background-color: rgb(100, 189, 99); transition: = border 0.4s, box-shadow 0.4s, background-color 1.2s; } .tools-col .tools-section .search-tag.tagcloud .search-switch input:checked= ::after { left: 27px; background: rgb(255, 255, 255); } .tools-col .tools-section .search-tag.tagcloud .search-switch input::after = { content: ""; width: 14px; height: 14px; position: absolute; top: 16px; le= ft: 2px; transform: translateY(-50%); border-radius: 100%; background-color= : rgb(145, 192, 241); box-shadow: rgba(0, 0, 0, 0.4) 0px 1px 1px; transitio= n: left 0.2s; cursor: pointer; } .tools-col .tools-section .search-tag.tagcloud .article-tag-list { display:= none; margin: 15px 10px 0px; padding: 10px; background: rgba(255, 255, 255= , 0.2); } .tools-col .tools-section .search-tag.tagcloud .article-tag-list.show { dis= play: block; } .tools-col .tools-section .search-tag.tagcloud .a { float: none; } .tools-col .tools-section .search-ul { margin-top: 10px; color: rgba(77, 77= , 77, 0.75); overflow-y: auto; } .tools-col .tools-section .search-ul .search-li { padding: 10px 20px; borde= r-bottom: 1px dotted rgb(220, 220, 220); } .tools-col .tools-section .search-ul .search-li:hover { background: rgba(25= 5, 255, 255, 0.2); } .tools-col .tools-section .search-ul .search-title { overflow: hidden; whit= e-space: nowrap; text-overflow: ellipsis; display: block; color: rgb(255, 2= 55, 248); text-shadow: rgba(77, 77, 77, 0.25) 1px 1px; } .tools-col .tools-section .search-ul .search-title .icon { margin-right: 10= px; color: rgb(255, 253, 216); } .tools-col .tools-section .search-ul .search-title:hover { color: rgb(255, = 255, 255); } .tools-col .tools-section .search-ul .search-tag, .tools-col .tools-section= .search-ul .search-time { font-size: 12px; color: rgb(255, 253, 216); marg= in-right: 10px; } .tools-col .tools-section .search-ul .search-tag .icon, .tools-col .tools-s= ection .search-ul .search-time .icon { margin-right: 0px; } .tools-col .tools-section .search-ul .search-tag span, .tools-col .tools-se= ction .search-ul .search-time span { cursor: pointer; } .tools-col .tools-section .search-ul .search-tag span:hover, .tools-col .to= ols-section .search-ul .search-time span:hover { color: rgb(255, 255, 255);= } .tools-col .tools-section .search-ul .search-time { float: left; } .tools-col .tools-section .search-ul .search-tag span { margin-right: 5px; = } .tools-col .tools-section-friends { padding-top: 30px; } .tools-col .aboutme-wrap { display: flex; -webkit-box-align: center; align-= items: center; -webkit-box-pack: center; justify-content: center; width: 10= 0%; height: 100%; color: rgb(255, 253, 216); text-shadow: rgba(77, 77, 77, = 0.45) 1px 1px; } .body-wrap > article { position: relative; } @-webkit-keyframes cd-bounce-1 {=20 0% { opacity: 0; transform: scale(1); } 60% { opacity: 1; transform: scale(1.01); } 100% { transform: scale(1); } } @keyframes cd-bounce-1 {=20 0% { opacity: 0; transform: scale(1); } 60% { opacity: 1; transform: scale(1.01); } 100% { transform: scale(1); } } .article { margin: 30px; position: relative; border-width: 1px; border-styl= e: solid; border-color: rgb(255, 255, 255) rgb(221, 221, 221); border-image= : initial; background: rgb(255, 255, 255); transition: 0.2s ease-in; } .article img { max-width: 100%; } .article-inner h1.article-title, .article-title { color: rgb(105, 105, 105)= ; margin-left: 0px; font-weight: 300; line-height: 35px; margin-bottom: 20p= x; font-size: 26px; transition: color 0.3s; } .article-header { border-left: 5px solid rgb(77, 77, 77); padding: 30px 0px= 15px 7.6923%; } .article-meta { width: 150px; position: absolute; right: 0px; top: 23px; te= xt-align: center; z-index: 1; } .article-meta time { color: rgb(170, 170, 170); } .article-meta time .icon-clock { margin-right: 8px; font-size: 16px; } .article-more-link { margin-top: 0px; text-align: left; float: right; } .article-more-link a { background: rgb(77, 77, 77); color: rgb(255, 255, 25= 5); font-size: 12px; padding: 5px 8px; line-height: 16px; border-radius: 2p= x; transition: background 0.3s; } .article-more-link a:hover { background: rgb(60, 60, 60); } .article-more-link a.hidden { visibility: hidden; } .article-info.info-on-right { margin: 10px 0px 0px; float: right; } .article-info-index.article-info { padding-top: 20px; margin: 30px 7.6923% = 0px; min-height: 72px; border-top: 1px solid rgb(221, 221, 221); } .article-info-post.article-info { padding: 0px; border: none; margin: -30px= 0px 20px 7.6923%; } .article-inner p { margin: 0px 0px 1.75em; } .article-inner { border-color: rgb(209, 209, 209); } .article-inner h1 { font-size: 1.75rem; line-height: 1.25; margin-top: 2em;= margin-bottom: 1em; } .article-inner h2 { font-size: 1.4375rem; line-height: 1.21739; margin-top:= 2.43478em; margin-bottom: 1.21739em; } .article-inner h3 { font-size: 1.1875rem; line-height: 1.10526; margin-top:= 2.94737em; margin-bottom: 1.47368em; } .article-inner h4, .article-inner h5, .article-inner h6 { font-size: 1rem; = line-height: 1.3125; margin-top: 3.5em; margin-bottom: 1.75em; } .article-inner h4 { letter-spacing: 0.140625em; text-transform: uppercase; = } .article-inner h6 { font-style: italic; } .article-inner h1, .article-inner h2, .article-inner h3, .article-inner h4,= .article-inner h5, .article-inner h6 { font-weight: 900; } .article-inner h1:first-child, .article-inner h2:first-child, .article-inne= r h3:first-child, .article-inner h4:first-child, .article-inner h5:first-ch= ild, .article-inner h6:first-child { margin-top: 0px; } .article-inner h1:first-child { margin-bottom: 10px; display: inline; } .article-entry { line-height: 1.8em; padding-right: 7.6923%; padding-left: = 7.6923%; } .article-entry p { margin-top: 10px; } .article-entry li code, .article-entry p code { padding: 1px 3px; margin: 0= px 3px; background: rgb(221, 221, 221); border: 1px solid rgb(204, 204, 204= ); font-family: Menlo, Monaco, "Andale Mono", "lucida console", "Courier Ne= w", monospace; overflow-wrap: break-word; font-size: 14px; } .article-entry blockquote { padding: 15px 20px; margin-top: 10px; border-le= ft: 5px solid rgb(101, 123, 131); background: rgb(246, 246, 246); } .article-entry blockquote p { margin-top: 0px; margin-bottom: 0px; } .article-entry em { font-style: italic; } .article-entry ul li::before { content: ""; width: 6px; height: 6px; border= : 1px solid rgb(153, 153, 153); border-radius: 10px; background: rgb(170, 1= 70, 170); display: inline-block; margin-right: 10px; float: left; margin-to= p: 10px; } .article-entry ol { counter-reset: item 0; } .article-entry ol li::before { counter-increment: item 1; content: counter(= item) "."; margin-right: 10px; } .article-entry ol, .article-entry ul { font-size: 14px; margin: 10px 0px; } .article-entry li ol, .article-entry li ul { margin-left: 30px; } .article-entry li ol li::before, .article-entry li ul li::before { content:= ""; background: rgb(222, 222, 222); } .article-entry h1 { margin-top: 30px; } .article-entry h2, .article-entry h3, .article-entry h4, .article-entry h5,= .article-entry h6 { margin-top: 20px; font-weight: 700; color: rgb(87, 76,= 76); padding-bottom: 5px; border-bottom: 1px solid rgb(221, 221, 221); } .article-entry video { max-width: 100%; } .article-entry strong { font-weight: 700; } .article-entry .caption { display: block; font-size: 0.8em; color: rgb(170,= 170, 170); } .article-entry hr { height: 0px; margin-top: 20px; margin-bottom: 20px; bor= der-width: 1px 0px; border-left-style: initial; border-left-color: initial;= border-right-style: initial; border-right-color: initial; border-top-style= : solid; border-top-color: rgb(221, 221, 221); border-bottom-style: solid; = border-bottom-color: rgb(255, 255, 255); } .article-entry pre { line-height: 1.5; margin-top: 10px; padding: 5px 15px;= overflow-x: auto; color: rgb(101, 123, 131); border: 1px solid rgb(204, 20= 4, 204); text-shadow: rgb(68, 68, 68) 0px 1px; font-family: Menlo, Monaco, = "Andale Mono", "lucida console", "Courier New", monospace; } .article-entry pre code { font-size: 14px; } .article-entry table { width: 100%; border: 1px solid rgb(222, 222, 222); m= argin: 15px 0px; border-collapse: collapse; } .article-entry table td, .article-entry table tr { height: 35px; } .article-entry table thead tr { background: rgb(248, 248, 248); } .article-entry table tbody tr:hover { background: rgb(239, 239, 239); } .article-entry table td, .article-entry table th { border: 1px solid rgb(22= 2, 222, 222); padding: 0px 10px; } .article-entry figure table { border: none; width: auto; margin: 0px; } .article-entry figure table tbody tr:hover { background: none; } #article-nav { margin: 0px 0px 20px; padding: 0px 32px 10px; min-height: 30= px; } #article-nav .article-nav-link-wrap { font-size: 14px; } #article-nav .article-nav-link-wrap .article-nav-title { display: inline-bl= ock; font-size: 16px; transition: color 0.3s; } #article-nav .article-nav-link-wrap:hover .article-nav-title, #article-nav = .article-nav-link-wrap:hover i { color: rgb(77, 77, 77); } #article-nav #article-nav-older { float: right; } #disqus_thread, #gitment-ctn, #SOHUCS, .cloud-tie-wrapper, .duoshuo { min-h= eight: 20px; padding: 0px 30px !important; } #SOHUCS #SOHU_MAIN .module-cmt-list .block-cont-gw { border-bottom: 1px das= hed rgb(200, 200, 200) !important; } .share-wrap { min-height: 20px; } .share-btn { float: right; position: relative; } .share-icons { display: flex; -webkit-box-pack: center; justify-content: ce= nter; -webkit-box-align: center; align-items: center; flex-wrap: wrap; } .share-icons a { border: 1px solid rgb(255, 255, 255); border-radius: 50%; = display: inline-block; vertical-align: middle; zoom: 1; margin: 10px; trans= ition: 0.3s; text-align: center; color: rgb(255, 255, 255); opacity: 0.7; w= idth: 28px; height: 28px; line-height: 26px; text-shadow: rgb(80, 158, 183)= 1px 1px 1px; } .share-icons a:active { color: rgb(255, 255, 255); } .share-icons a:hover { transform: scale(1.2); } .share-icons a.share-outer { border: none; color: rgb(255, 255, 255); backg= round: rgb(77, 77, 77); text-shadow: none; } .page-modal { position: fixed; top: 24%; left: 50%; z-index: 1001; padding:= 20px; text-align: center; color: rgb(114, 114, 114); background: rgb(255, = 255, 255); border-radius: 4px; box-shadow: rgba(0, 0, 0, 0.16) 0px 2px 5px = 0px, rgba(0, 0, 0, 0.12) 0px 2px 10px 0px; opacity: 0; transform: translate= (-50%, -200%); } .page-modal p { margin-bottom: 10px; } .page-modal.ready { visibility: hidden; display: block; transform: translat= e(-50%, -100%); transition: 0.3s; } .page-modal.in { visibility: visible; opacity: 1; transform: translate(-50%= ); } .page-modal .close { position: absolute; right: 15px; top: 15px; color: rgb= a(0, 0, 0, 0.2); font-size: 16px; line-height: 20px; } .page-modal .close:active, .page-modal .close:hover { color: rgba(0, 0, 0, = 0.4); } .mask { visibility: hidden; position: fixed; top: 0px; left: 0px; bottom: 0= px; z-index: 1000; width: 100%; height: 100%; background: rgb(0, 0, 0); opa= city: 0; pointer-events: none; transition: 0.3s ease-in-out; } .mask.in { visibility: visible; pointer-events: auto; opacity: 0.3; } .page-reward { margin: 60px 0px; text-align: center; } .page-reward .page-reward-btn { position: relative; display: inline-block; = width: 56px; height: 56px; line-height: 56px; font-size: 20px; color: rgb(2= 55, 255, 255); background: rgb(244, 67, 54); border-radius: 50%; box-shadow= : rgba(0, 0, 0, 0.16) 0px 2px 5px 0px, rgba(0, 0, 0, 0.12) 0px 2px 10px 0px= ; transition: 0.4s ease-in-out; } .page-reward .page-reward-btn:active, .page-reward .page-reward-btn:hover {= box-shadow: rgba(0, 0, 0, 0.2) 0px 6px 12px, rgba(0, 0, 0, 0.2) 0px 4px 15= px; } .page-reward .page-reward-btn .tooltip-item { display: block; width: 56px; = height: 56px; } .page-reward .reward-box { display: flex; justify-content: space-around; } .page-reward .reward-p { color: rgb(255, 255, 255); font-weight: 700; text-= shadow: rgb(69, 185, 224) 1px 1px 1px; } .page-reward .reward-p .icon { margin: 0px 10px; color: rgb(221, 221, 221);= } .page-reward .reward-type { font-size: 16px; display: block; color: rgb(77,= 77, 77); margin: 20px 0px 0px; } .page-reward .reward-img { width: 130px; height: 130px; border: 6px solid r= gb(255, 255, 255); border-radius: 3px; } .wrap-side-operation { position: fixed; right: 40px; bottom: 50px; z-index:= 999; font-size: 14px; } .wrap-side-operation .icon-plane { color: rgb(255, 255, 255); text-shadow: = rgb(80, 158, 183) 1px 1px 1px; opacity: 0.7; font-size: 52px; line-height: = 40px; width: 40px; text-align: center; display: block; } .mod-side-operation { width: 40px; text-align: center; } .jump-container:hover .icon-back { background: rgba(36, 193, 246, 0.9); } .jump-container, .toc-container { position: relative; cursor: pointer; widt= h: 40px; height: 40px; opacity: 0.8; } .jump-plan-container { position: absolute; top: -11px; left: -4px; width: 5= 0px; height: 61px; overflow: hidden; } .jump-plan-container .jump-plane { display: block; position: absolute; widt= h: 42px; height: 66px; transform: translateY(68px); left: -2px; } .mod-side-operation__jump-to-top .icon-back { transition: 0.3s; color: rgb(= 255, 255, 255); background: rgb(204, 204, 204); transform: rotate(90deg); f= ont-size: 32px; line-height: 40px; width: 40px; text-align: center; display= : block; } .mod-side-operation__jump-to-top .icon-back:hover { background: rgb(36, 193= , 246); color: rgb(36, 193, 246); } .toc-container.tooltip-left { background: rgb(204, 204, 204); margin-top: 1= 0px; transition: 0.3s; } .toc-container.tooltip-left:hover { background: rgba(36, 193, 246, 0.9); } .toc-container.tooltip-left .icon-font { font-size: 22px; line-height: 40px= ; color: rgb(255, 255, 255); } .toc-container.tooltip-left .tooltip { width: 40px; height: 40px; top: 0px;= left: 0px; } .toc-container.tooltip-left .tooltip-east .tooltip-content { min-height: 10= 0px; text-align: left; padding: 5px 0px 5px 20px; right: 4.7em; min-width: = 200px; width: auto; font-size: 14px; text-shadow: rgb(57, 129, 153) 1px 1px= 1px; bottom: -10px; transform-origin: 100% 100%; transform: translate3d(0p= x, -10px, 0px) rotate3d(1, 1, 1, -30deg); } .toc-container.tooltip-left .tooltip-east .tooltip-content a { color: rgb(2= 55, 255, 255); } .toc-container.tooltip-left .tooltip-east .tooltip-content::after { top: au= to; bottom: 23px; } .toc-container.tooltip-left .tooltip-east .tooltip-content .toc-article { m= ax-height: 500px; overflow: hidden auto; } .toc-container.tooltip-left .tooltip-east .tooltip-content .toc-article li = ol, .toc-container.tooltip-left .tooltip-east .tooltip-content .toc-article= li ul { margin-left: 30px; } .toc-container.tooltip-left .tooltip-east .tooltip-content .toc-article li = { white-space: nowrap; } .toc-container.tooltip-left .tooltip:hover .tooltip-content { bottom: -10px= ; transform: translate(0px); } .tooltip-left .tooltip { position: absolute; z-index: 999; cursor: pointer;= width: 28px; height: 28px; top: -10px; right: 10px; } .tooltip-left .tooltip:hover a.share-outer { background: rgb(36, 193, 246);= } @-webkit-keyframes pulse {=20 0% { transform: scale3d(0.5, 0.5, 1); } 100% { transform: scaleX(1); } } @keyframes pulse {=20 0% { transform: scale3d(0.5, 0.5, 1); } 100% { transform: scaleX(1); } } .tooltip-left .tooltip-content { position: absolute; background: rgba(36, 1= 93, 246, 0.9); z-index: 9999; width: 200px; bottom: 50%; margin-bottom: -10= px; border-radius: 20px; font-size: 1.1em; text-align: center; color: rgb(2= 55, 255, 255); opacity: 0; cursor: default; pointer-events: none; -webkit-f= ont-smoothing: antialiased; transition: opacity 0.3s, transform 0.3s, -webk= it-transform 0.3s; } .tooltip-left .tooltip-west .tooltip-content { left: 3.5em; transform-origi= n: -2em 50%; transform: translate3d(0px, 50%, 0px) rotate3d(1, 1, 1, 30deg)= ; } .tooltip-left .tooltip-east .tooltip-content { right: 3.5em; transform-orig= in: calc(100% + 2em) 50%; transform: translate3d(0px, 50%, 0px) rotate3d(1,= 1, 1, -30deg); } .tooltip-left .tooltip:hover .tooltip-content { opacity: 1; transform: tran= slate3d(0px, 50%, 0px) rotate3d(0, 0, 0, 0deg); pointer-events: auto; } .tooltip-left .tooltip-content::after, .tooltip-left .tooltip-content::befo= re { content: ""; position: absolute; } .tooltip-left .tooltip-content::before { height: 100%; width: 3em; } .tooltip-left .tooltip-content::after { width: 2em; height: 2em; top: 50%; = margin: -1em 0px 0px; background: url("./fonts/tooltip.4004ff.svg") 50% cen= ter / 100% no-repeat; } .tooltip-left .tooltip-west .tooltip-content::after, .tooltip-left .tooltip= -west .tooltip-content::before { right: 99%; } .tooltip-left .tooltip-east .tooltip-content::after, .tooltip-left .tooltip= -east .tooltip-content::before { left: 99%; } .tooltip-left .tooltip-east .tooltip-content::after { transform: scaleX(-1)= ; } .tooltip-top .tooltip { display: inline; position: relative; z-index: 999; = } .tooltip-top .tooltip::after { content: ""; position: absolute; width: 100%= ; height: 20px; bottom: 100%; left: 50%; pointer-events: none; transform: t= ranslateX(-50%); } .tooltip-top .tooltip:hover::after { pointer-events: auto; } .tooltip-top .tooltip-content { position: absolute; z-index: 9999; width: 3= 70px; left: 50%; bottom: 100%; font-size: 20px; line-height: 1.4; text-alig= n: center; font-weight: 400; color: rgb(77, 77, 77); background: transparen= t; opacity: 0; margin: 0px 0px -10px -185px; cursor: default; pointer-event= s: none; font-family: Satisfy, cursive; -webkit-font-smoothing: antialiased= ; transition: opacity 0.3s 0.3s; padding-bottom: 80px; } .tooltip-top .tooltip:hover .tooltip-content { opacity: 1; pointer-events: = auto; transition-delay: 0s; } .tooltip-top .tooltip-content span { display: block; } .tooltip-top .tooltip-text { border-bottom: 10px solid rgb(77, 77, 77); ove= rflow: hidden; transform: scaleX(0); transition: transform 0.3s 0.3s, -webk= it-transform 0.3s 0.3s; } .tooltip-top .tooltip:hover .tooltip-text { transition-delay: 0s; transform= : scaleX(1); } .tooltip-top .tooltip-inner { background: rgba(36, 193, 246, 0.9); padding:= 40px; transform: translate3d(0px, 100%, 0px); transition: transform 0.3s, = -webkit-transform 0.3s; } .tooltip-top .tooltip:hover .tooltip-inner { transition-delay: 0.3s; transf= orm: translateZ(0px); } .tooltip-top .tooltip-content::after { content: ""; left: 50%; border-style= : solid; border-image: initial; height: 0px; width: 0px; position: absolute= ; pointer-events: none; border-color: rgb(77, 77, 77) transparent transpare= nt; border-width: 10px; margin-left: -10px; } #footer { font-size: 12px; font-family: Menlo, Monaco, "Andale Mono", "luci= da console", "Courier New", monospace; text-shadow: rgb(255, 255, 255) 0px = 1px; position: absolute; bottom: 30px; opacity: 0.6; width: 100%; text-alig= n: center; } #footer .outer { padding: 0px 30px; } .footer-left { float: left; } .footer-right { float: right; } @media screen and (max-width: 800px) { #container, body, html { height: auto; overflow: hidden auto; } #mobile-nav { display: block; } .body-wrap { margin-bottom: 0px; } .left-col { display: none; } .mid-col { left: 0px; } #header .header-nav, .mid-col { position: relative; } .wrap-side-operation { display: none; } .cloud-tie-wrapper { padding: 0px; min-height: 20px; } .tools-col { left: -300px; width: 300px; } .tools-col .tools-wrap { padding-top: 48px; } .tools-col .tools-section, .tools-col .tools-wrap { width: 300px; } .tools-col .tools-section .search-wrap, .tools-col .tools-wrap .search-wr= ap { width: 280px; } .tools-col .tools-section .search-tag.tagcloud, .tools-col .tools-wrap .s= earch-tag.tagcloud { margin-right: -30px; } .tools-col .tools-section .search-ul .search-li, .tools-col .tools-wrap .= search-ul .search-li { padding: 5px 20px; } .tools-col.show .header-menu.tools-nav { display: block; } #container .header-author.fixed { position: fixed; top: -29px; width: 100= %; color: rgb(221, 221, 221); } .mobile-mask { width: 100%; height: 100%; position: fixed; top: 0px; left= : 0px; background: rgba(0, 0, 0, 0.85); z-index: 999; } .btnctn { position: fixed; width: 50px; height: 50px; top: -5px; z-index:= 4; } .btnctn .slider-trigger { position: absolute; z-index: 101; width: 42px; = height: 42px; text-align: center; line-height: 50px; } .btnctn .slider-trigger.back { top: 0px; left: 0px; } .btnctn .slider-trigger.list { bottom: 0px; left: 0px; } .btnctn .slider-trigger:hover { background: rgb(68, 68, 68); } .btnctn .slider-trigger .icon { font-size: 24px; color: rgb(255, 255, 255= ); } .article-header { border-left: none; padding: 0px; border-bottom: 1px dot= ted rgb(221, 221, 221); } .article-header h1 { margin-bottom: 10px; } .article-header .archive-article-date { float: none; } .header-subtitle .icon { margin: 0px 10px; color: rgb(208, 208, 208); } .article-info-index.article-info { min-height: 40px; padding-top: 10px; m= argin: 0px; border-top: 1px solid rgb(221, 221, 221); } .article-info-post.article-info { margin: 0px; padding-top: 10px; border:= none; } #viewer-box .viewer-box-l { font-size: 14px; } .article-nav-link-wrap { margin: 5px 0px; display: block; clear: both; } .article-nav-link-wrap .icon-circle-right { float: left; margin: 6px 4px = 0px 0px; } .article { padding: 10px; margin: 10px 0px; border: 0px; font-size: 16px;= color: rgb(85, 85, 85); } .article .article-more-link { margin: 0px; } .article .article-entry { padding: 10px 0px 30px; } .article .article-inner h1.article-title, .article .article-title { font-= size: 18px; font-weight: 300; display: block; margin: 0px; } .article .article-meta { width: auto; height: 30px; margin-top: -5px; } .article .article-meta .article-date { font-size: 12px; border-radius: 0p= x; color: rgb(102, 102, 102); background: none; height: auto; padding: 0px;= margin: 0px 0px 0px 10px; width: 100%; text-align: left; } .article .article-meta .article-date time { width: auto; float: right; ma= rgin-right: 10px; } .article .article-meta .article-tag-list { margin-top: 7px; position: abs= olute; right: 10px; top: 0px; } .article .article-meta .article-tag-list::before { float: left; margin-to= p: 1px; left: 0px; } .article .article-meta .article-tag-list .article-tag-list-item { float: = left; padding-left: 0px; width: auto; max-width: 83px; } .article .article-meta .article-category { margin-top: 7px; position: abs= olute; right: 10px; top: -30px; } .article .article-meta .article-category::before { float: left; margin-to= p: 1px; left: 15px; } .article .article-meta .article-category .article-category-link { max-wid= th: 83px; width: auto; padding-left: 10px; } .article #article-nav-older { float: none; display: block; } .share { padding: 3px 10px; } #disqus_thread, .duoshuo { padding: 0px 13px; } #article-nav { margin: 0px; padding: 5px 10px 10px; } #article-nav #article-nav-older { float: none; } #article-nav .article-nav-link-wrap .article-nav-title { font-size: 16px;= } #page-nav .extend { opacity: 1; } .instagram .open-ins { left: 2px; top: -30px; color: rgb(170, 170, 170); = } .info-on-right { float: none; } .archives-wrap { margin: 10px 10px 0px; padding: 10px; } .archives-wrap .archive-article-title { font-size: 16px; } .archives-wrap .archive-year-wrap { position: relative; padding: 0px; } .archives-wrap .archive-year-wrap a { padding: 0px; } .archives-wrap .article-meta .archive-article-date { font-size: 12px; mar= gin-right: 10px; margin-top: -5px; } .archives-wrap .article-meta .article-tag-list-link { font-size: 12px; } .archives .archive-article { padding: 10px 0px; margin-left: 0px; } #footer { position: relative; bottom: 0px; } #footer .footer-left { float: none; margin-bottom: 10px; } #footer .footer-right { float: none; } #mobile-nav .header-author { margin: 0px; position: relative; z-index: 2;= color: rgb(66, 66, 66); } #mobile-nav .overlay { height: 110px; position: absolute; width: 100%; z-= index: 2; background: rgb(77, 77, 77); } #mobile-nav #header { padding: 10px 0px 0px; } #mobile-nav #header .profilepic { display: block; position: relative; z-i= ndex: 100; } .header-menu { height: auto; margin: 10px 0px 20px; } .header-menu.tools-nav { display: none; position: fixed; left: 0px; width= : 100%; z-index: 9999; } .header-menu.tools-nav ul { margin-right: 28px; } .header-menu.tools-nav li, .header-menu.tools-nav ul { border-color: rgb(= 255, 255, 255); } .header-menu.tools-nav li a, .header-menu.tools-nav ul a { color: rgb(255= , 255, 255); } .header-menu.tools-nav li a.active, .header-menu.tools-nav ul a.active { = background: rgb(129, 181, 204); } .header-menu ul { text-align: center; cursor: default; display: flex; mar= gin: 0px auto; -webkit-box-align: center; align-items: center; justify-cont= ent: space-around; position: relative; z-index: 1; border: 1px solid rgb(16= 0, 160, 160); border-radius: 3px; } .header-menu li { border-left: 1px solid rgb(160, 160, 160); } .header-menu li:first-child { border-left: 0px; } .header-menu li:last-child { border-right: 0px; } .header-menu li a { font-size: 14px; overflow: hidden; text-overflow: ell= ipsis; white-space: nowrap; display: block; color: rgb(160, 160, 160); } .header-menu li a.active { color: rgb(234, 234, 234); background: rgb(160= , 160, 160); } .profilepic { border: 5px solid rgb(255, 255, 255); border-radius: 300px;= width: 128px; height: 128px; margin: 0px auto; position: relative; overflo= w: hidden; background: rgb(136, 172, 219); transition: 0.2s ease-in; displa= y: -webkit-box; -webkit-box-orient: horizontal; -webkit-box-pack: center; -= webkit-box-align: center; text-align: center; } .header-author { text-align: center; margin: 0.67em 0px; font-family: Rob= oto, serif; font-size: 30px; transition: 0.3s; } .header-subtitle { text-align: center; color: rgb(153, 153, 153); font-si= ze: 14px; line-height: 25px; overflow: hidden; text-overflow: ellipsis; dis= play: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; pad= ding: 0px 24px; } } .pswp__button { width: 44px; height: 44px; position: relative; background: = none; cursor: pointer; overflow: visible; appearance: none; display: block;= border: 0px; padding: 0px; margin: 0px; float: right; opacity: 0.75; trans= ition: opacity 0.2s; box-shadow: none; } .pswp__button:focus, .pswp__button:hover { opacity: 1; } .pswp__button:active { outline: none; opacity: 0.9; } .pswp__ui--over-close .pswp__button--close { opacity: 1; } .pswp__button, .pswp__button--arrow--left::before, .pswp__button--arrow--ri= ght::before { background: url("./img/default-skin.png") 0px 0px / 264px 88p= x no-repeat; width: 44px; height: 44px; } @media (-webkit-min-device-pixel-ratio: 1.1), (-webkit-min-device-pixel-rat= io: 1.09375), (min-resolution: 1.1dppx), (min-resolution: 105dpi) { .pswp--svg .pswp__button, .pswp--svg .pswp__button--arrow--left::before, = .pswp--svg .pswp__button--arrow--right::before { background-image: url("./f= onts/default-skin.b257fa.svg"); } .pswp--svg .pswp__button--arrow--left, .pswp--svg .pswp__button--arrow--r= ight { background: none; } } .pswp__button--close { background-position: 0px -44px; } .pswp__button--share { background-position: -44px -44px; } .pswp__button--fs { display: none; } .pswp--supports-fs .pswp__button--fs { display: block; } .pswp--fs .pswp__button--fs { background-position: -44px 0px; } .pswp__button--zoom { display: none; background-position: -88px 0px; } .pswp--zoom-allowed .pswp__button--zoom { display: block; } .pswp--zoomed-in .pswp__button--zoom { background-position: -132px 0px; } .pswp--touch .pswp__button--arrow--left, .pswp--touch .pswp__button--arrow-= -right { visibility: hidden; } .pswp__button--arrow--left, .pswp__button--arrow--right { background: none;= top: 50%; margin-top: -50px; width: 70px; height: 100px; position: absolut= e; } .pswp__button--arrow--left { left: 0px; } .pswp__button--arrow--right { right: 0px; } .pswp__button--arrow--left::before, .pswp__button--arrow--right::before { c= ontent: ""; top: 35px; background-color: rgba(0, 0, 0, 0.3); height: 30px; = width: 32px; position: absolute; } .pswp__button--arrow--left::before { left: 6px; background-position: -138px= -44px; } .pswp__button--arrow--right::before { right: 6px; background-position: -94p= x -44px; } .pswp__counter, .pswp__share-modal { user-select: none; } .pswp__share-modal { display: block; background: rgba(0, 0, 0, 0.5); width:= 100%; height: 100%; top: 0px; left: 0px; padding: 10px; position: absolute= ; z-index: 1600; opacity: 0; transition: opacity 0.25s ease-out; backface-v= isibility: hidden; will-change: opacity; } .pswp__share-modal--hidden { display: none; } .pswp__share-tooltip { z-index: 1620; position: absolute; background: rgb(2= 55, 255, 255); top: 56px; border-radius: 2px; display: block; width: auto; = right: 44px; box-shadow: rgba(0, 0, 0, 0.25) 0px 2px 5px; transform: transl= ateY(6px); transition: transform 0.25s, -webkit-transform 0.25s; backface-v= isibility: hidden; will-change: transform; } .pswp__share-tooltip a { display: block; padding: 8px 12px; font-size: 14px= ; line-height: 18px; } .pswp__share-tooltip a, .pswp__share-tooltip a:hover { color: rgb(0, 0, 0);= text-decoration: none; } .pswp__share-tooltip a:first-child { border-radius: 2px 2px 0px 0px; } .pswp__share-tooltip a:last-child { border-radius: 0px 0px 2px 2px; } .pswp__share-modal--fade-in { opacity: 1; } .pswp__share-modal--fade-in .pswp__share-tooltip { transform: translateY(0p= x); } .pswp--touch .pswp__share-tooltip a { padding: 16px 12px; } a.pswp__share--facebook::before { content: ""; display: block; width: 0px; = height: 0px; position: absolute; top: -12px; right: 15px; border-width: 6px= ; border-style: solid; border-color: transparent transparent rgb(255, 255, = 255); border-image: initial; pointer-events: none; } a.pswp__share--facebook:hover { background: rgb(62, 92, 154); color: rgb(25= 5, 255, 255); } a.pswp__share--facebook:hover::before { border-bottom-color: rgb(62, 92, 15= 4); } a.pswp__share--twitter:hover { background: rgb(85, 172, 238); color: rgb(25= 5, 255, 255); } a.pswp__share--pinterest:hover { background: rgb(204, 204, 204); color: rgb= (206, 39, 45); } a.pswp__share--download:hover { background: rgb(221, 221, 221); } .pswp__counter { position: absolute; left: 0px; top: 0px; height: 44px; fon= t-size: 13px; line-height: 44px; color: rgb(255, 255, 255); opacity: 0.75; = padding: 0px 10px; } .pswp__caption { position: absolute; left: 0px; bottom: 0px; width: 100%; m= in-height: 44px; } .pswp__caption small { font-size: 11px; color: rgb(187, 187, 187); } .pswp__caption__center { text-align: left; max-width: 420px; margin: 0px au= to; font-size: 13px; padding: 10px; line-height: 20px; color: rgb(204, 204,= 204); } .pswp__caption--empty { display: none; } .pswp__caption--fake { visibility: hidden; } .pswp__preloader { width: 44px; height: 44px; position: absolute; top: 0px;= left: 50%; margin-left: -22px; opacity: 0; transition: opacity 0.25s ease-= out; will-change: opacity; direction: ltr; } .pswp__preloader__icn { width: 20px; height: 20px; margin: 12px; } .pswp__preloader--active { opacity: 1; } .pswp__preloader--active .pswp__preloader__icn { background: url("./img/pre= loader.gif") 0px 0px no-repeat; } .pswp--css_animation .pswp__preloader--active { opacity: 1; } .pswp--css_animation .pswp__preloader--active .pswp__preloader__icn { 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@-webkit-keyframes clockwise {=20 0% { transform: rotate(0deg); } 100% { transform: rotate(1turn); } } @keyframes clockwise {=20 0% { transform: rotate(0deg); } 100% { transform: rotate(1turn); } } @-webkit-keyframes donut-rotate {=20 0% { transform: rotate(0deg); } 50% { transform: rotate(-140deg); } 100% { transform: rotate(0deg); } } @keyframes donut-rotate {=20 0% { transform: rotate(0deg); } 50% { transform: rotate(-140deg); } 100% { transform: rotate(0deg); } } .pswp__ui { -webkit-font-smoothing: auto; visibility: visible; opacity: 1; = z-index: 1550; } .pswp__top-bar { position: absolute; left: 0px; top: 0px; height: 44px; wid= th: 100%; } .pswp--has_mouse .pswp__button--arrow--left, .pswp--has_mouse .pswp__button= --arrow--right, .pswp__caption, .pswp__top-bar { backface-visibility: hidde= n; will-change: opacity; transition: opacity 333ms cubic-bezier(0.4, 0, 0.2= 2, 1); } .pswp--has_mouse .pswp__button--arrow--left, .pswp--has_mouse .pswp__button= --arrow--right { visibility: 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