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`pip install kneaddata` doesn't install dependencies

When using pip dependencies such as trimmomatic or bowtie2 aren’t installed.
The docker biobakery/Dockerfile at master · biobakery/biobakery · GitHub will not run kneaddata, as it fails to find trimmomatic and bowtie2 in $PATH .