Tracking records that could not be processed¶
The NotCompleted
object¶
This is an object returned when a composable function did not complete a task. NotCompleted
is a special result type that can be produced by a composable app. These objects evaluate to False
.
An app can return a NotCompleted
result for one of 2 reasons. The object contains information regarding the input data, where the issue arose and whatever message was provided by the code (like an exception traceback).
NotCompleted
FALSE type¶
The results when a condition was not met. For example, below I create an app that will return alignments that with 2 specific sequences but I’m including one that does not exist (“Mouse”). So this will fail.
>>> from cogent3.app import io, sample
>>> reader = io.load_aligned(format="fasta")
>>> select_seqs = sample.take_named_seqs("Mouse", "Human")
>>> aln = reader("data/primate_brca1.fasta")
>>> result = select_seqs(aln)
>>> result
NotCompleted(type=FALSE, origin=take_named_seqs, source="data/primate_brca1.fasta", message="named seq(s) {'Mouse'} not in ['Chimpanzee', 'Galago', 'Gorilla', 'HowlerMon', 'Human', 'Orangutan', 'Rhesus']")
>>> result == False
True
>>> result.type
'FALSE'
>>> result.message
"named seq(s) {'Mouse'} not in ['Chimpanzee', 'Galago', 'Gorilla', 'HowlerMon', 'Human', 'Orangutan', 'Rhesus']"
NotCompleted
ERROR type¶
An ERROR
type is returned if an exception is raised during the calculation. We trigger it in this case by trying to open a non-existent file.
>>> result = reader("primate_brca1.fasta")
>>> result
NotCompleted(type=ERROR, origin=load_aligned, source="primate_brca1.fasta", message="Traceback (most...
Composed functions propagate NotCompleted
results¶
>>> process = reader + select_seqs
>>> result = process("data/primate_brca1.fasta")
>>> result
NotCompleted(type=FALSE, origin=take_named_seqs, source="data/primate_brca1.fasta", message="named seq(s) {'Mouse'} not in ['Chimpanzee', 'Galago', 'Gorilla', 'HowlerMon', 'Human', 'Orangutan', 'Rhesus']")
and
>>> result = process("primate_brca1.fasta")
>>> result
NotCompleted(type=ERROR, origin=load_aligned, source="primate_brca1.fasta", message="Traceback (most...
If you write results into a tinydb
data store, NotCompleted
objects are saved. After an analysis, you can get a summary of those using methods on the WritableTinyDbDataStore
instance.