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    $ join -t\| file1 file2

...
    A2|cat||Fluffy|
    A3|bird||Tweety|

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    $ join -t\| -o 1.1 1.2 2.2 2.3 file1 file2

...
    A2|cat|Fluffy|
    A3|bird|Tweety|