How to merge multiple sequence files into one sequence file within Hadoop Thanks.
Hadoop -getmerge command is used to merge multiple files in an HDFS(Hadoop Distributed File System) and then put it into one single output file in our local file system. We want to merge the 2 files present inside are HDFS i.e. file1. txt and file2. txt, into a single file output.
SequenceFile Formats Essentially there are 3 different formats for SequenceFile s depending on the CompressionType specified. All of them share a common header described below.
A sequence file stores data in rows as binary key/value pairs. The binary format makes it smaller than a text file. Sequence files are splittable.
A SequenceFile is a flat, binary file type that serves as a container for data to be used in Apache Hadoop distributed computing projects. SequenceFiles are used extensively with MapReduce.
If you want to merge multiple files into single file then here is two ans :
getmerge
Usage: hadoop fs -getmerge <src> <localdst>
Takes a source directory and a destination file as input and concatenates files in src into the destination local file. Optionally addnl can be set to enable adding a newline character at the end of each file.
org.apache.hadoop.fs.FileUtil.copyMerge(FileSystem srcFS, Path srcDir, FileSystem dstFS, Path dstFile, boolean deleteSource, Configuration conf, String addString);
Copy all files in a directory to one output file (merge)
put
Usage: hadoop dfs -put <localsrc> ... <dst>
Copy single src, or multiple srcs from local file system to the destination filesystem. Also reads input from stdin and writes to destination filesystem.
copyFromLocal
Usage: hadoop dfs -copyFromLocal <localsrc> URI
Similar to put command, except that the source is restricted to a local file reference.
Have you considered forqlift? I wrote it to handle certain SequenceFile chores, including SequenceFile merges.
In your case, you could run:
forqlift seq2seq --file new_combined_file.seq \
original_file1.seq original_file2.seq original_file3.seq ...
Granted, forqlift's seq2seq
tool is marked "experimental" ... but it's worked well on my (admittedly limited) internal testing.
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