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authorNavan Chauhan <navanchauhan@gmail.com>2020-09-10 12:04:25 +0530
committerNavan Chauhan <navanchauhan@gmail.com>2020-09-10 12:04:25 +0530
commit2f0d88120f358afd9f2780eaadf1eaf82a681a0b (patch)
treebff0604adaead12847191f71b1f489c9206c0d5f /app/views.py
parent0bcccae1dd802664fd81b31e67201120089856ad (diff)
added logging and instant execution support
Diffstat (limited to 'app/views.py')
-rw-r--r--app/views.py88
1 files changed, 62 insertions, 26 deletions
diff --git a/app/views.py b/app/views.py
index 1e6b269..c296f68 100644
--- a/app/views.py
+++ b/app/views.py
@@ -10,14 +10,39 @@ from werkzeug.utils import secure_filename
from random import choice, shuffle
from string import digits, ascii_lowercase
from pymed import PubMed
-from datetime import datetime
+from datetime import datetime,date
import json
import subprocess
+import logging
+import logzero
+from logzero import logger
+logzero.loglevel(logging.DEBUG)
+if app.config['SAVE_LOGS']:
+ logFile = app.config['LOG_FOLDER'] + date.today().strftime("%m-%d-%y") + ".log"
+ logzero.logfile(logFile, maxBytes=1e6, backupCount=3)
+
+import configparser
+misc = configparser.ConfigParser()
+misc.read('app/misc.ini')
+errors = misc['ERRORS']
+
# Note: that when using Flask-WTF we need to import the Form Class that we created
# in forms.py
from .forms import MyForm, curieForm, statusForm, generateSMILES, PyMedSearch, dockSingleForm, generatePDBQTS
+def log(message,logType="INFO"):
+ if app.config['LOG']:
+ if logType == "INFO":
+ logger.info(message)
+ elif logType == "DEBUG":
+ logger.debug(message)
+ elif logType == "EXCEPTION":
+ logger.exception(message)
+ elif logType == "DANGER":
+ logger.error(message)
+ return None
+
def gen_word(N, min_N_dig, min_N_low):
choose_from = [digits]*min_N_dig + [ascii_lowercase]*min_N_low
choose_from.extend([digits + ascii_lowercase] * (N-min_N_low-min_N_dig))
@@ -63,8 +88,8 @@ def pubmed():
if request.method == 'POST' and form.validate_on_submit():
q = form.query.data
- print(form)
- print(pubmed)
+ log(form,"DEBUG")
+ log(pubmed,"DEBUG")
results = pubmed.query(q,max_results=100)
search = []
for x in results:
@@ -153,25 +178,28 @@ def generate_pdbqts():
smiles = myform.smiles.data
name = myform.name.data
if (len(pdbId)==0) and (len(smiles)==0):
- print("Nothing Submitted!")
+ log("Nothing Submitted!","WARNING")
flash("Invalid Submission!",'danger')
if len(smiles) != 0:
- import oddt
+ try:
+ import oddt
+ except ImportError:
+ return render_template('error.html',code="OD00",description=errors['OD00'])
try:
mol = oddt.toolkit.readstring('smi', smiles)
except:
- return render_template('error.html',code="OD01",description="Could not convert SMILES to molecule, please check the SMILES")
+ return render_template('error.html',code="OD01",description=errors['OD01'])
try:
mol.make3D()
mol.calccharges()
except:
- return render_template('error.html',code="OD02",description="Failed to add charges to molecule")
+ return render_template('error.html',code="OD02",description=errors['OD02'])
from oddt.docking.AutodockVina import write_vina_pdbqt
try:
write_vina_pdbqt(mol,'app',flexible=False)
except:
- return render_template('error.html',code="OD03",description="Failed to write the converted PDBQT file")
+ return render_template('error.html',code="OD03",description=errors['OD03'])
path = ".pdbqt"
if ".pdbqt" in name:
fname = name
@@ -179,7 +207,10 @@ def generate_pdbqts():
fname = name + ".pdbqt"
return send_file(path,attachment_filename=fname,as_attachment=True)
if len(pdbId) != 0:
- from plip.basic import config
+ try:
+ from plip.basic import config
+ except ImportError:
+ return render_template('error.html',code="PL00",description=errors['PL00'])
from plip.exchange.webservices import fetch_pdb
from plip.structure.preparation import create_folder_if_not_exists, extract_pdbid
from plip.structure.preparation import tilde_expansion, PDBComplex
@@ -187,12 +218,15 @@ def generate_pdbqts():
try:
pdbfile, pdbid = fetch_pdb(pdbId.lower())
except:
- return render_template('error.html',code="PL01",description="Failed to fetch the PDB, please check the PDB Code")
+ return render_template('error.html',code="PL01",description=errors['PL01'])
pdbpath = tilde_expansion('%s/%s.pdb' % (config.BASEPATH.rstrip('/'), pdbid))
create_folder_if_not_exists(config.BASEPATH)
with open(pdbpath, 'w') as g:
g.write(pdbfile)
- import oddt
+ try:
+ import oddt
+ except:
+ return render_template('error.html',code="OD00",description=errors['OD00'])
from oddt.docking.AutodockVina import write_vina_pdbqt
try:
receptor = next(oddt.toolkit.readfile("pdb",pdbpath.split("./")[1]))
@@ -204,7 +238,7 @@ def generate_pdbqts():
try:
path = write_vina_pdbqt(receptor,'app',flexible=False)
except:
- return render_template('error.html',code="OD03",description="Failed to write the converted PDBQT file")
+ return render_template('error.html',code="OD03",description=errors['OD03'])
os.rename(path,"app/.pdbqt")
path = ".pdbqt"
fname = pdbId.upper() + ".pdqbt"
@@ -213,15 +247,14 @@ def generate_pdbqts():
return render_template('pdbqt_form.html',form=myform)
-
tfWorking = 0
if tfWorking == -1:
try:
- import tensorflow as tf
+ import tensorrflow as tf
tfWorking = 1
- except:
- print("Could not load tensorflow model :/")
+ except Exception as e:
+ log(e,"EXCEPTION")
tfWorking = 0
if tfWorking == 1:
@@ -231,7 +264,7 @@ if tfWorking == 1:
config = process_config("app/prod/config.json")
modeler = LSTMChem(config, session="generate")
gen = LSTMChemGenerator(modeler)
- print("Testing Model")
+ log("Heating up model","INFO")
gen.sample(1)
@app.route('/Generate', methods=['GET','POST'])
@@ -242,12 +275,13 @@ def generate():
with open("./app/prod/config.json") as config:
import json
j = json.loads(config.read())
- print("Model Name:", j["exp_name"])
+ log(("Model Name:", j["exp_name"]),"INFO")
if request.method == 'POST' and form.validate_on_submit():
- print(tfWorking)
+ log(tfWorking,"DEBUG")
if tfWorking == 0:
+ log("Failed to initialise model","DANGER")
flash("Failed to initialise the model!","danger")
else:
result = gen.sample(form.n.data)
@@ -260,7 +294,7 @@ def dock_upload():
form = curieForm()
if request.method == 'POST' and form.validate_on_submit():
- print("Recieved task: ",form.description.data)
+ log(("Recieved task: ",form.description.data),"DEBUG")
description = form.description.data
target = form.target.data
ligand = form.ligand.data
@@ -287,14 +321,15 @@ def dock_upload():
receptorName = secure_filename(target.filename)
sqlQuery = "insert into curieweb (id, email, protein, protein_name, ligand_pdbqt, ligand_name,date, description, config) values (%s,%s,%s,%s,%s,%s,CURDATE(),%s,%s) "
jobID = gen_word(16, 1, 1)
- print("Submitted JobID: ",jobID)
+ log(("Submitted JobID: ",jobID),"DEBUG")
insert_tuple = (jobID,email,receptor,receptorName,ligandB,ligandName,description,config)
mycursor.execute(sqlQuery,insert_tuple)
mycon.commit()
- print("Description",description)
+ log(("Description",description),"DEBUG")
cwd = os.path.join(os.getcwd(),"app")
- subprocess.Popen(['python3', 'dock-docker.py'],cwd=cwd)
+ if app.config['INSTANT_EXEC']:
+ subprocess.Popen(['python3', 'dock-docker.py'],cwd=cwd)
return render_template('display_result.html', filename="OwO", description=description,job=jobID)
flash_errors(form)
@@ -305,7 +340,7 @@ def dock_upload_single():
form = dockSingleForm()
if request.method == 'POST' and form.validate_on_submit():
- print("Recieved task: ",form.description.data)
+ log(("Recieved task: ",form.description.data),"DEBUG")
description = form.description.data
pdb = form.pdbID.data
smile = form.smiles.data
@@ -323,10 +358,11 @@ def dock_upload_single():
mycursor.execute(sqlQuery,insert_tuple)
mycon.commit()
- print("Description",description)
+ log(("Description",description),"DEBUG")
cwd = os.path.join(os.getcwd(),"app")
- subprocess.Popen(['python3', 'dock-single.py'],cwd=cwd)
+ if app.config['INSTANT_EXEC']:
+ subprocess.Popen(['python3', 'dock-single.py'],cwd=cwd)
return render_template('display_result.html', filename="OwO", description=description,job=jobID)