diff --git a/pipeline.wdl b/pipeline.wdl new file mode 100644 index 0000000..cd0d9f0 --- /dev/null +++ b/pipeline.wdl @@ -0,0 +1,31 @@ +## Use double '#' for workflow-level comments +## This workflow implements a one-task workflow + +# write the WDL version number 'version 1.0' -- 1 +# possible to write 'WDL developent' as a version number as well +version development + +# create a workflow named 'HelloWorld' -- 2 +import "./steps/salmon-quantification.wdl" as SalmonQuantification +workflow SalmonRNAseq { + input { + Array[Directory] fastq_dir + Directory? img_dir + Directory? metadata_dir + String assay + Int threads + Int? expected_cell_count + Boolean? keep_all_barcodes + } + + call SalmonQuantification.SalmonQuantification { + input: + fastq_dir = fastq_dir, + img_dir = img_dir, + metadata_dir = metadata_dir, + assay = assay, + threads = threads, + expected_cell_count = expected_cell_count, + keep_all_barcodes = keep_all_barcodes + } +} diff --git a/steps/salmon-quantification.wdl b/steps/salmon-quantification.wdl new file mode 100644 index 0000000..d12d340 --- /dev/null +++ b/steps/salmon-quantification.wdl @@ -0,0 +1,170 @@ +version development + +workflow SalmonQuantification { + input { + Array[Directory] fastq_dir + Directory? img_dir + Directory? metadata_dir + String assay + Int threads + Int? expected_cell_count + Boolean? keep_all_barcodes + } + + output { + Directory salmon_output = Salmon.output_dir + File count_matrix_h5ad = AnnotateCells.annotated_h5ad_file + File? raw_count_matrix = AlevinToAnndata.raw_expr_h5ad + File genome_build_json = AlevinToAnndata.genome_build_json + } + + call AdjustBarcodes{ + input: + assay = assay, + fastq_dir = fastq_dir + } + + call TrimReads { + input: + assay = assay, + adj_fastq_dir = AdjustBarcodes.adj_fastq_dir, + orig_fastq_dirs = fastq_dir, + threads = threads + } + + call Salmon { + input: + orig_fastq_dirs = fastq_dir, + trimmed_fastq_dir = TrimReads.trimmed_fastq_dir, + assay = assay, + threads = threads, + expected_cell_count = expected_cell_count, + keep_all_barcodes = keep_all_barcodes + } + + call AlevinToAnndata { + input: + assay = assay, + alevin_dir = Salmon.output_dir + } + + call AnnotateCells { + input: + assay = assay, + orig_fastq_dirs = fastq_dir, + h5ad_file = AlevinToAnndata.expr_h5ad, + img_dir = img_dir, + metadata_dir = metadata_dir, + metadata_json = AdjustBarcodes.metadata_json + } +} + +task AdjustBarcodes { + input { + String assay + Array[Directory] fastq_dir + } + + output { + Directory adj_fastq_dir = "adj_fastq" + File? metadata_json = "metadata.json" + } + + command { + /opt/adjust_barcodes.py ~{assay} directory ~{sep(" ", fastq_dir)} + } + + runtime { + container: "hubmap/scrna-barcode-adj:latest" + } +} + +task TrimReads { + input { + String assay + Directory adj_fastq_dir + Array[Directory] orig_fastq_dirs + Int threads + } + + output { + Directory trimmed_fastq_dir = "trimmed" + } + + runtime { + container: "hubmap/scrna-trim-reads:latest" + } + + command { + /opt/trim_reads.py ~{assay} ~{adj_fastq_dir} ~{sep(" ", orig_fastq_dirs)} + } +} + +task Salmon { + input { + String assay + Directory trimmed_fastq_dir + Array[Directory] orig_fastq_dirs + Int threads + Int? expected_cell_count + Boolean? keep_all_barcodes + } + + output { + Directory output_dir = "salmon_out" + } + + runtime { + container: "hubmap/salmon-grch38:latest" + } + + command { + /opt/salmon_wrapper.py ~{assay} ~{trimmed_fastq_dir} ~{sep(" ", orig_fastq_dirs)} --threads ~{threads} ~{if defined(expected_cell_count) then "--expected-cell-count " + expected_cell_count else ""} ~{if defined(keep_all_barcodes) then "--keep-all-barcodes " + keep_all_barcodes else ""} + } +} + +task AlevinToAnndata { + input { + String assay + Directory alevin_dir + } + + output { + File? raw_expr_h5ad = "raw_expr.h5ad" + File expr_h5ad = "expr.h5ad" + File genome_build_json = "genome_build.json" + } + + runtime { + container: "hubmap/scrna-analysis:latest" + } + + # Need to fix this command + command { + /opt/alevin_to_anndata.py ~{assay} ~{alevin_dir} + } +} + +task AnnotateCells { + input { + String assay + File h5ad_file + Array[Directory] orig_fastq_dirs + Directory? img_dir + Directory? metadata_dir + File? metadata_json + } + + output { + File annotated_h5ad_file = "expr.h5ad" + } + + runtime { + container: "hubmap/scrna-analysis:latest" + } + + # Need to fix this command + command { + /opt/annotate_cells.py + } +} \ No newline at end of file