"""module contains code to preprocess and call wgcna script""" import os import json import uuid import subprocess import base64 from gn3.settings import TMPDIR from gn3.commands import run_cmd def dump_wgcna_data(request_data: dict): """function to dump request data to json file""" filename = f"{str(uuid.uuid4())}.json" temp_file_path = os.path.join(TMPDIR, filename) request_data["TMPDIR"] = TMPDIR with open(temp_file_path, "w", encoding="utf-8") as output_file: json.dump(request_data, output_file) return temp_file_path def stream_cmd_output(socketio, request_data, cmd: str): """function to stream in realtime""" # xtodo syncing and closing /edge cases socketio.emit("gn3", {"data": f"calling you script {cmd}"}, namespace="/", room=request_data["socket_id"]) with subprocess.Popen( cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, shell=True) as results: if results.stdout is not None: for line in iter(results.stdout.readline, b""): socketio.emit("gn3", {"data": line.decode("utf-8").rstrip()}, namespace="/", room=request_data["socket_id"]) socketio.emit( "gn3", {"data": "parsing the output results"}, namespace="/", room=request_data["socket_id"]) def process_image(image_loc: str) -> bytes: """encode the image""" try: with open(image_loc, "rb") as image_file: return base64.b64encode(image_file.read()) except FileNotFoundError: return b"" def compose_wgcna_cmd(rscript_path: str, temp_file_path: str): """function to componse wgcna cmd""" # (todo):issue relative paths to abs paths cmd = f"Rscript scripts/{rscript_path} {temp_file_path}" return cmd def call_wgcna_script(rscript_path: str, request_data: dict): """function to call wgcna script""" generated_file = dump_wgcna_data(request_data) cmd = compose_wgcna_cmd(rscript_path, generated_file) # stream_cmd_output(request_data, cmd) disable streaming of data try: run_cmd_results = run_cmd(cmd) with open(generated_file, "r", encoding="utf-8") as outputfile: if run_cmd_results["code"] != 0: return run_cmd_results output_file_data = json.load(outputfile) output_file_data["output"]["image_data"] = process_image( output_file_data["output"]["imageLoc"]).decode("ascii") # json format only supports unicode string// to get image data reconvert return { "data": output_file_data, **run_cmd_results } except FileNotFoundError: # relook at handling errors gn3 return { "output": "output file not found" }