diff options
Diffstat (limited to 'gn3/api/rqtl.py')
-rw-r--r-- | gn3/api/rqtl.py | 58 |
1 files changed, 58 insertions, 0 deletions
diff --git a/gn3/api/rqtl.py b/gn3/api/rqtl.py new file mode 100644 index 0000000..ebb746c --- /dev/null +++ b/gn3/api/rqtl.py @@ -0,0 +1,58 @@ +"""Endpoints for running the rqtl cmd""" +import os + +from flask import Blueprint +from flask import current_app +from flask import jsonify +from flask import request + +from gn3.computations.rqtl import generate_rqtl_cmd, process_rqtl_output, process_perm_output +from gn3.computations.gemma import do_paths_exist + +rqtl = Blueprint("rqtl", __name__) + +@rqtl.route("/compute", methods=["POST"]) +def compute(): + """Given at least a geno_file and pheno_file, generate and +run the rqtl_wrapper script and return the results as JSON + + """ + genofile = request.form['geno_file'] + phenofile = request.form['pheno_file'] + + if not do_paths_exist([genofile, phenofile]): + raise FileNotFoundError + + # Split kwargs by those with values and boolean ones that just convert to True/False + kwargs = ["model", "method", "nperm", "scale", "control_marker"] + boolean_kwargs = ["addcovar", "interval", "pstrata"] + all_kwargs = kwargs + boolean_kwargs + + rqtl_kwargs = {"geno": genofile, "pheno": phenofile} + rqtl_bool_kwargs = [] + for kwarg in all_kwargs: + if kwarg in request.form: + if kwarg in kwargs: + rqtl_kwargs[kwarg] = request.form[kwarg] + if kwarg in boolean_kwargs: + rqtl_bool_kwargs.append(kwarg) + + rqtl_cmd = generate_rqtl_cmd( + rqtl_wrapper_cmd=current_app.config.get("RQTL_WRAPPER_CMD"), + rqtl_wrapper_kwargs=rqtl_kwargs, + rqtl_wrapper_bool_kwargs=rqtl_bool_kwargs + ) + + rqtl_output = {} + if not os.path.isfile(os.path.join(current_app.config.get("TMPDIR"), + "output", rqtl_cmd.get('output_file'))): + os.system(rqtl_cmd.get('rqtl_cmd')) + + rqtl_output['results'] = process_rqtl_output(rqtl_cmd.get('output_file')) + + rqtl_output['results'] = process_rqtl_output(rqtl_cmd.get('output_file')) + if int(rqtl_kwargs['nperm']) > 0: + rqtl_output['perm_results'], rqtl_output['suggestive'], rqtl_output['significant'] = \ + process_perm_output(rqtl_cmd.get('output_file')) + + return jsonify(rqtl_output) |