Files
obitools4/pkg/obiseq/worker.go

262 lines
8.9 KiB
Go

package obiseq
import (
"fmt"
"slices"
"git.metabarcoding.org/obitools/obitools4/obitools4/pkg/obilog"
)
type SeqAnnotator func(*BioSequence)
type SeqWorker func(*BioSequence) (BioSequenceSlice, error)
type SeqSliceWorker func(BioSequenceSlice) (BioSequenceSlice, error)
// NilSeqWorker returns a BioSequenceSlice containing the input sequence and a nil error value.
// This function is typically used as a placeholder or default worker in SeqToSliceWorker when no specific worker is needed.
//
// Parameters:
//
// seq *BioSequence: A pointer to a BioSequence struct that needs processing.
//
// Returns:
//
// BioSequenceSlice, error: This function returns a slice containing the input sequence and an error value. If no error occurred during the operation, it will be nil; otherwise, it will contain details about the error.
func NilSeqWorker(seq *BioSequence) (BioSequenceSlice, error) {
return BioSequenceSlice{seq}, nil
}
// AnnotatorToSeqWorker is a higher-order function that takes a SeqAnnotator
// function and returns a SeqWorker function. It is used to wrap a sequence
// annotation function and convert it into a worker function that can be used
// in a pipeline or workflow for processing biological sequences.
//
// Parameters:
//
// function SeqAnnotator: A function that takes a pointer to a BioSequence
// struct and performs some annotation or processing on the sequence data.
// The SeqAnnotator type is expected to be a function with the following
// signature:
// func(seq *BioSequence)
// This function should modify the input BioSequence struct in-place by adding
// annotations, metadata, or performing any other desired operations.
//
// Returns:
//
// SeqWorker: A function that takes a pointer to a BioSequence struct and
// returns a BioSequenceSlice containing the input BioSequence, along with
// an error value. The SeqWorker type is expected to be a function with the
// following signature:
// func(seq *BioSequence) (BioSequenceSlice, error)
// The returned SeqWorker function wraps the provided SeqAnnotator function
// and applies it to the input BioSequence before returning the modified
// BioSequence in a BioSequenceSlice. The error value is always nil, as the
// function does not perform any operations that could potentially fail.
func AnnotatorToSeqWorker(function SeqAnnotator) SeqWorker {
f := func(seq *BioSequence) (BioSequenceSlice, error) {
function(seq)
return BioSequenceSlice{seq}, nil
}
return f
}
// SeqToSliceWorker is a higher-order function that takes a SeqWorker and a
// boolean value indicating whether to break on error and returns a SeqSliceWorker.
// It can be used in a pipeline or workflow for processing biological sequences,
// applying the provided worker to each element of a BioSequenceSlice and returning
// a new slice.
//
// Parameters:
//
// worker SeqWorker: A function that takes a pointer to a BioSequence struct and
// performs some processing on it.
// The signature for this function is func(seq *BioSequence) (BioSequenceSlice, error).
// This function should return a modified BioSequence in a BioSequenceSlice along with
// an error value indicating whether the operation was successful or not.
// breakOnError bool: A boolean flag that determines whether to stop processing further
// elements in case of an error. If set to true and an error is encountered while
// processing any element, it stops processing remaining elements and returns the processed
// slice so far along with the encountered error. If set to false, it logs the error and
// continues processing remaining elements.
//
// Returns:
//
// SeqSliceWorker: A function that takes a BioSequenceSlice (a slice of pointers to
// BioSequence structs) as input and returns a processed BioSequenceSlice along with
// an error value indicating whether the operation was successful or not.
// The signature for this function is func(input BioSequenceSlice) (BioSequenceSlice, error).
// If breakOnError is set to true and any element processing results in an error, it stops
// further processing and returns the processed slice so far along with the encountered error.
// Otherwise, it processes all elements and returns them as a single BioSequenceSlice along with
// a nil error value.
func SeqToSliceWorker(worker SeqWorker,
breakOnError bool) SeqSliceWorker {
var f SeqSliceWorker
if worker == nil {
f = func(input BioSequenceSlice) (BioSequenceSlice, error) {
return input, nil
}
} else {
f = func(input BioSequenceSlice) (BioSequenceSlice, error) {
output := MakeBioSequenceSlice(len(input))
i := 0
for _, s := range input {
r, err := worker(s)
if err == nil {
for _, rs := range r {
if i == len(output) {
output = slices.Grow(output, cap(output))
output = output[:cap(output)]
}
output[i] = rs
i++
}
} else {
if breakOnError {
err = fmt.Errorf("got an error on sequence %s processing : %v",
s.Id(), err)
return BioSequenceSlice{}, err
} else {
obilog.Warnf("got an error on sequence %s processing : %v",
s.Id(), err)
}
}
}
return output[0:i], nil
}
}
return f
}
func SeqToSliceFilterOnWorker(condition SequencePredicate,
breakOnError bool) SeqSliceWorker {
if condition == nil {
return func(slice BioSequenceSlice) (BioSequenceSlice, error) {
return slice, nil
}
}
f := func(input BioSequenceSlice) (BioSequenceSlice, error) {
output := MakeBioSequenceSlice(len(input))
i := 0
for _, s := range input {
if condition(s) {
output[i] = s
i++
}
}
return output[0:i], nil
}
return f
}
// SeqToSliceConditionalWorker creates a new SeqSliceWorker that processes each sequence in a slice based on a condition. It takes a SequencePredicate and a worker function as arguments. The worker function is only applied to sequences that satisfy the condition.
// If `condition` is nil, this function just behaves like SeqToSliceWorker with the provided `worker`.
// If `breakOnError` is true, the pipeline will stop and return an error if any sequence processing fails. Otherwise, it will log a warning message for each failed sequence.
//
// Parameters:
// - condition SequencePredicate: A predicate function that determines which sequences should be processed by the worker.
// - worker SeqWorker: The worker to be applied to the sequences that satisfy the condition.
// - breakOnError bool: If true, the pipeline will stop and return an error if any sequence processing fails. Otherwise, it will log a warning message for each failed sequence.
//
// Returns:
//
// SeqSliceWorker: A new SeqSliceWorker that processes sequences based on a condition. This function returns a single SeqSliceWorker that can be used to process BioSequences in a workflow or pipeline.
func SeqToSliceConditionalWorker(
condition SequencePredicate,
worker SeqWorker, breakOnError bool) SeqSliceWorker {
if condition == nil {
return SeqToSliceWorker(worker, breakOnError)
}
if worker == nil {
return nil
}
f := func(input BioSequenceSlice) (BioSequenceSlice, error) {
output := MakeBioSequenceSlice(len(input))
i := 0
for _, s := range input {
if condition(s) {
r, err := worker(s)
if err == nil {
for _, rs := range r {
if i == len(output) {
output = slices.Grow(output, cap(output))
output = output[:cap(output)]
}
output[i] = rs
i++
}
} else {
if breakOnError {
err = fmt.Errorf("got an error on sequence %s processing : %v",
s.Id(), err)
return BioSequenceSlice{}, err
} else {
obilog.Warnf("got an error on sequence %s processing : %v",
s.Id(), err)
}
}
} else {
output[i] = s
i++
}
}
return output[0:i], nil
}
return f
}
// ChainWorkers chains two workers together and returns a new SeqWorker. It takes an existing worker (`worker`) and a next worker as arguments, combines them into a pipeline and applies it to each BioSequence in the sequence slice.
// If `next` is nil, this function just returns the input worker.
// If `worker` is nil, this function just returns the next worker.
//
// Parameters:
// - worker SeqWorker: The initial worker to be chained. This worker will be executed first on each sequence.
// - next SeqWorker: The next worker in the pipeline. This worker will be applied to the output of `worker` for each sequence.
//
// Returns:
//
// SeqWorker: A new SeqWorker that chains the input workers together into a pipeline. This function returns a single SeqWorker that can be used to process BioSequences in a workflow or pipeline.
func (worker SeqWorker) ChainWorkers(next SeqWorker) SeqWorker {
if worker == nil {
return next
} else {
if next == nil {
return worker
}
}
sw := SeqToSliceWorker(next, false)
f := func(seq *BioSequence) (BioSequenceSlice, error) {
if seq == nil {
return BioSequenceSlice{}, nil
}
slice, err := worker(seq)
if err == nil {
slice, err = sw(slice)
}
return slice, err
}
return f
}