"""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_mapping, process_rqtl_pairscan, 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 = ["covarstruct", "model", "method", "nperm", "scale", "control_marker"] boolean_kwargs = ["addcovar", "interval", "pstrata", "pairscan"] 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')) if "pairscan" in boolean_kwargs: rqtl_output['results'] = process_rqtl_pairscan(rqtl_cmd.get('output_file'), genofile) else: rqtl_output['results'] = process_rqtl_mapping(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)