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Their site (http://commons.apache.org/csv/) says that they do not have releases yet and all ready available builds are nightly. So it is not a good idea to depend on it unless you are willing to live on bleeding edge.
I suggest using some recent build and do integration tests.
If you DO need exactly that version you could checkout that revision from subversion and build it yourself: svn checkout -r 524170 http://svn.apache.org/repos/asf/commons/proper/csv/trunk commons-csv
According to the documentation there are currently no official downloads, and will not be until CSV moves out of the Sandbox.
That doesn't stop you from retrieving the development snapshot revisions from Apache's Nexus repository:
- https://repository.apache.org/index.html#nexus-search;gav~org.apache.commons~commons-csv~~~
- https://repository.apache.org/content/groups/snapshots/org/apache/commons/commons-csv/1.0-SNAPSHOT/
If you just want a download URL that retrieves the latest snapshot revision:
- https://repository.apache.org/service/local/artifact/maven/redirect?r=snapshots&g=org.apache.commons&a=commons-csv&v=1.0-SNAPSHOT&e=jar
In conclusion, no sign of a 0.1 revision... Looks like you'll have to build it from source if you really need it.