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谢森
transactionLogMask
Commits
c5a13c7c
Commit
c5a13c7c
authored
Oct 10, 2020
by
王海鹰
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Merge branch 'master' into 'master'
添加sink txt See merge request
!1
parents
2e1fea55
70bee141
Changes
3
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3 changed files
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70 additions
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25 deletions
+70
-25
.gitignore
.gitignore
+47
-0
.idea/.gitignore
.idea/.gitignore
+0
-8
src/main/java/com/zorkdata/datamask/TransactionLogMask.java
src/main/java/com/zorkdata/datamask/TransactionLogMask.java
+23
-17
No files found.
.gitignore
0 → 100644
View file @
c5a13c7c
# maven ignore
target
*.jar
*.war
*.zip
*.tar
*.tar.gz
release
sources
lib
plugins
modules
# eclipse ignore
*.class
.settings/
.project
.classpath
# idea ignore
.idea/
*.ipr
*.iml
*.iws
# temp ignore
*.log
*.cache
*.diff
*.patch
*.tmp
logs
# system ignore
.DS_Store
Thumbs.db
**/*.jar
**/*.class
.sincedb
kafka0.10.x/src/docs/*
# Package Files #
*.war
*.ear
dependency-reduced-pom.xml
.vertx/
release
smartdata-streamx
.idea/.gitignore
deleted
100644 → 0
View file @
2e1fea55
# Default ignored files
/shelf/
/workspace.xml
# Datasource local storage ignored files
/dataSources/
/dataSources.local.xml
# Editor-based HTTP Client requests
/httpRequests/
src/main/java/com/zorkdata/datamask/TransactionLogMask.java
View file @
c5a13c7c
...
...
@@ -9,15 +9,18 @@ import org.apache.avro.io.DatumReader;
import
org.apache.avro.io.Decoder
;
import
org.apache.avro.io.DecoderFactory
;
import
org.apache.avro.mapred.AvroInputFormat
;
import
org.apache.avro.mapred.AvroTextOutputFormat
;
import
org.apache.avro.specific.SpecificDatumReader
;
import
org.apache.flink.api.common.functions.FlatMapFunction
;
import
org.apache.flink.api.common.serialization.SimpleStringSchema
;
import
org.apache.flink.api.java.ExecutionEnvironment
;
import
org.apache.flink.api.java.hadoop.mapred.HadoopInputFormat
;
import
org.apache.flink.api.java.hadoop.mapred.HadoopOutputFormat
;
import
org.apache.flink.api.java.operators.DataSource
;
import
org.apache.flink.api.java.operators.FlatMapOperator
;
import
org.apache.flink.api.java.tuple.Tuple2
;
import
org.apache.flink.api.java.utils.ParameterTool
;
import
org.apache.flink.formats.avro.AvroOutputFormat
;
import
org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator
;
import
org.apache.flink.streaming.api.environment.StreamExecutionEnvironment
;
import
org.apache.flink.streaming.connectors.fs.bucketing.BucketingSink
;
...
...
@@ -29,7 +32,9 @@ import org.apache.hadoop.fs.FileSystem;
import
org.apache.hadoop.fs.LocatedFileStatus
;
import
org.apache.hadoop.fs.Path
;
import
org.apache.hadoop.fs.RemoteIterator
;
import
org.apache.hadoop.mapred.FileOutputFormat
;
import
org.apache.hadoop.mapred.JobConf
;
import
org.apache.hadoop.mapred.OutputFormat
;
import
java.io.IOException
;
import
java.net.URI
;
...
...
@@ -92,7 +97,13 @@ public class TransactionLogMask {
AvroInputFormat
.
addInputPath
(
hadoopInputFormat
.
getJobConf
(),
new
Path
(
logFile
));
DataSource
<
Tuple2
<
Object
,
Object
>>
input
=
env
.
createInput
(
hadoopInputFormat
);
// input.print();
FlatMapOperator
<
Tuple2
<
Object
,
Object
>,
Object
>
map
=
input
.
flatMap
(
new
FlatMapFunction
<
Tuple2
<
Object
,
Object
>,
Object
>()
{
@Override
public
void
flatMap
(
Tuple2
<
Object
,
Object
>
value
,
Collector
<
Object
>
collector
)
throws
Exception
{
collector
.
collect
(
value
.
f0
);
}
});
/**
* 脱敏算子
...
...
@@ -100,34 +111,29 @@ public class TransactionLogMask {
FlatMapOperator
<
Tuple2
<
Object
,
Object
>,
Object
>
maskFlatMapOperator
=
input
.
flatMap
(
new
FlatMapFunction
<
Tuple2
<
Object
,
Object
>,
Object
>()
{
@Override
public
void
flatMap
(
Tuple2
<
Object
,
Object
>
value
,
Collector
<
Object
>
out
)
throws
Exception
{
// System.out.println("--------------------value:" + value);
// System.out.println("--------------------getField0" + value.getField(0));
LogData
logData
=
JSON
.
parseObject
(
value
.
getField
(
0
).
toString
(),
new
TypeReference
<
LogData
>(){});
LogData
logData
=
JSON
.
parseObject
(
value
.
getField
(
0
).
toString
(),
new
TypeReference
<
LogData
>()
{
});
logData
.
setNormalFields
(
MaskUtil
.
mask
(
logData
.
getNormalFields
()));
out
.
collect
(
logData
);
}
});
// tuple2ObjectFlatMapOperator.print();
/**
* avro序列化算子
*/
FlatMapOperator
<
Object
,
Object
>
avroFlatMapOperator
=
maskFlatMapOperator
.
flatMap
(
new
FlatMapFunction
<
Object
,
Object
>()
{
FlatMapOperator
<
Object
,
String
>
objectStringFlatMapOperator
=
maskFlatMapOperator
.
flatMap
(
new
FlatMapFunction
<
Object
,
String
>()
{
@Override
public
void
flatMap
(
Object
value
,
Collector
<
Object
>
out
)
throws
Exception
{
// System.out.println("--------------------value:" + value);
LogData
logData
=
(
LogData
)
value
;
byte
[]
bytes
=
AvroSerializerFactory
.
getLogAvroSerializer
().
serializingLog
(
logData
.
getLogTypeName
(),
logData
.
getTimestamp
(),
logData
.
getSource
(),
logData
.
getOffset
(),
logData
.
getDimensions
(),
logData
.
getMeasures
(),
logData
.
getNormalFields
());
out
.
collect
(
bytes
);
public
void
flatMap
(
Object
value
,
Collector
<
String
>
collector
)
throws
Exception
{
LogData
logData
=
(
LogData
)
value
;
collector
.
collect
(
JSON
.
toJSONString
(
logData
));
}
});
avroFlatMapOperator
.
print
();
// objectStringFlatMapOperator.print();
String
logFileName
=
logFile
.
split
(
"/"
)[
logFile
.
split
(
"/"
).
length
-
1
];
String
filePath
=
hdfsDest
+
logFileName
;
System
.
out
.
println
(
"---------------writepath-----------------:"
+
filePath
);
avro
FlatMapOperator
.
writeAsText
(
filePath
,
org
.
apache
.
flink
.
core
.
fs
.
FileSystem
.
WriteMode
.
OVERWRITE
).
name
(
"hadoop-sink"
);
objectString
FlatMapOperator
.
writeAsText
(
filePath
,
org
.
apache
.
flink
.
core
.
fs
.
FileSystem
.
WriteMode
.
OVERWRITE
).
name
(
"hadoop-sink"
);
try
{
env
.
execute
(
"国泰交易日志脱敏job"
);
...
...
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