Since I can use hdfs dfs -appendToFile <localFile> ... <hdfsFile> command to append local file to hdfs files as mentioned in HDFS Command Line Append.
Are there any similar commands that allow me to append files in the opposite direction? That is, append hdfs files to certain local file.
For example, some commands like
# append files to local
hdfs dfs -appendToLocal <hdfsFile> <localFile>
I found that hdfs dfs -getmerge solves my question.
hdfs dfs -getmerge -nl <hdfsFile1> <hdfsFile2> ... <hdfsFileN> <localFile>
Related
Is there a way to read any file format from HDFS directly by using the HDFS path, instead of having to pull the file locally from HDFS and read it.
You can use cat command on HDFS to read regular text files.
hdfs dfs -cat /path/to/file.csv
To read compressed files like gz, bz2 etc, you can use:
hdfs dfs -text /path/to/file.gz
These are the two read methods that Hadoop supports natively using FsShell comamnds. For other complex file types, you will have to use a more complex way, like, a Java program or something along those lines.
hdfs dfs -cat /path or hadoop fs -cat /path
You have to pull the entire file. Whether you use cat or text commands, the entire file is still being streamed to your shell. There's just no remnant of the file when the command ends. So, if you plan on inspecting the file a few times, it's better to get it
As an hdfs client, you must contact the namenode to acquire all block locations for a particular file.
You can try with hdfs dfs -cat
Usage: hdfs dfs -cat [-ignoreCrc] URI [URI ...]
hdfs dfs -cat /your/path
I would like to use distcp to copy a list of files (> 1K files) into hdfs. I have already stored list of files in local directory, now can I use -f to copy all files? if yes what is the format do I have to maintain in my files list file? or is there any other better way?
You don't have to use distcp if your use-case is copying data from local filesystem (say Linux) to HDFS. You can simply use hdfs dfs -put command for the same. Here is the syntax.
hdfs dfs -put /path/to/local/dir/* /path/on/hdfs/
e.g.
hdfs dfs -mkdir /user/hduser/destination-dir/
hdfs dfs -put /home/abc/mydir/* /user/hduser/destination-dir/
You have created a file containing list of file paths but that is not at all needed. It's mainly used (for distcp) when you are copying data from one cluster to other cluster
In docker, I want to copy a file README.md from an existing directory /opt/ibm/labfiles to a new one /input/tmp. I try this
hdfs dfs -put /opt/ibm/labfiles/README.md input/tmp
to no effect, because there seems to be no /input folder in the root. So I try to create it:
hdfs dfs -mkdir /input
mkdir:'/input': File exists
However, when I ls, there is no input file or directory
How can I create a folder and copy the file? Thank you!!
Please try hdfs dfs -ls / if you want to see there is an input folder that exists in HDFS at the root.
You cannot cd into an HDFS directory
It's also worth mentioning that the leading slash is important. In other words,
This will try to put the file in HDFS at /user/<name>/input/tmp
hdfs dfs -put /opt/ibm/labfiles/README.md input/tmp
While this puts the file at the root of HDFS
hdfs dfs -put /opt/ibm/labfiles/README.md /input/tmp
My aim is to read all the files that starts with "trans" in a directory and convert them into a single file and load that single file into HDFS location
my source directory is /user/cloudera/inputfiles/
Assume that inside that above directory , there are lot of file , but i need all the files that start with "trans"
my destination directory is /user/cloudera/transfiles/
So i tried this command below
hadoop dfs - getmerge /user/cloudera/inputfiles/trans* /user/cloudera/transfiles/records.txt
but the above command is not working .
If i try the below command then it works
hadoop dfs - getmerge /user/cloudera/inputfiles /user/cloudera/transfiles/records.txt
Any suggestion on how do i merge some files from a hdfs location and store that merged single file in another hdfs location
Below is the usage of getmerge command:
Usage: hdfs dfs -getmerge <src> <localdst> [addnl]
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.
It expects directory as first parameter.
you can try cat command like this:
hadoop dfs -cat /user/cloudera/inputfiles/trans* > /<local_fs_dir>/records.txt
hadoop dfs -copyFromLocal /<local_fs_dir>/records.txt /user/cloudera/transfiles/records.txt
I am a beginner in hadoop. I have two doubts
1) how to access files stored in the hdfs? Is it same as using a FileReader in java.io and giving the local path or is it something else?
2) i have created a folder where i have copied the file to be stored in hdfs and the jar file of the mapreduce program. When I run the command in any directory
${HADOOP_HOME}/bin/hadoop dfs -ls
it just shows me all the files in the current dir. So does that mean all the files got added without me explicitly adding it?
Yes, it's pretty much the same. Read this post to read files from HDFS.
You should keep in mind that HDFS is different than your local file system. With hadoop dfs you access the HDFS, not the local file system. So, hadoop dfs -ls /path/in/HDFS shows you the contents of the /path/in/HDFS directory, not the local one. That's why it's the same, no matter where you run it from.
If you want to "upload" / "download" files to/from HDFS you should use the commads:
hadoop dfs -copyFromLocal /local/path /path/in/HDFS and
hadoop dfs -copyToLocal /path/in/HDFS /local/path, respectively.