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+# Copyright (C) University of Tennessee Health Science Center, Memphis, TN.
+#
+# This program is free software: you can redistribute it and/or modify it
+# under the terms of the GNU Affero General Public License
+# as published by the Free Software Foundation, either version 3 of the
+# License, or (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
+# See the GNU Affero General Public License for more details.
+#
+# This program is available from Source Forge: at GeneNetwork Project
+# (sourceforge.net/projects/genenetwork/).
+#
+# Contact Drs. Robert W. Williams and Xiaodong Zhou (2010)
+# at rwilliams@uthsc.edu and xzhou15@uthsc.edu
+#
+#
+#
+# This module is used by GeneNetwork project (www.genenetwork.org)
+#
+# Created by GeneNetwork Core Team 2010/08/10
+#
+# Last updated by GeneNetwork Core Team 2010/10/20
+
+import string
+import os
+
+import reaper
+
+from base import webqtlConfig
+from cmdClass import cmdClass
+
+
+#########################################
+#      Mapping Class
+#########################################
+class cmdMap(cmdClass):
+
+	def __init__(self,fd=None):
+
+		cmdClass.__init__(self,fd)
+
+		if not webqtlConfig.TEXTUI:
+			self.contents.append("Please send your request to http://robot.genenetwork.org")
+			return
+
+		self.example = '###Example : <a href="%s%s?cmd=%s&probeset=100001_at&probe=136415&db=bra03-03Mas5&sort=lrs&return=20">%s%s?cmd=%s&probeset=100001_at&probe=136415&db=bra03-03Mas5&sort=lrs&return=20</a>' % (webqtlConfig.CGIDIR, webqtlConfig.SCRIPTFILE, self.cmdID, webqtlConfig.CGIDIR, webqtlConfig.SCRIPTFILE, self.cmdID)
+		if self.accessError:
+			return
+		try:
+			self.returnnumber = int(self.data.getvalue('return'))
+		except:
+			self.returnnumber = None
+		
+		if self.error:
+			self.contents.append(self.example)
+			self.contents.append(self.accessCode)
+		else:
+			self.sort = self.data.getvalue('sort')
+			self.readDB()
+		
+	def  readDB(self):
+		prefix, dbId = self.getDBId(self.database)
+		if not prefix or not dbId or (self.probe and string.lower(self.probe) in ("all","mm","pm")):
+			self.contents.append("###Error: source trait doesn't exist or SELECT more than one trait.")
+			self.contents.append(self.example)
+			self.contents.append(self.accessCode)
+			return
+		RISet = self.getRISet(prefix, dbId)
+		traitdata, heads = self.getTraitData(prefix, dbId, self.probeset, self.probe)
+		if not traitdata:
+			self.contents.append("###Error: source trait doesn't exist or SELECT more than one trait.")
+			self.contents.append(self.example)
+			self.contents.append(self.accessCode)
+			return
+			
+		dataset = reaper.Dataset()
+		dataset.read(os.path.join(webqtlConfig.GENODIR, RISet + '.geno'))
+		strainList = list(dataset.prgy)
+		
+		strains = []
+		trait = []
+		_prgy = dataset.prgy
+		for item in traitdata:
+			if item[0] in _prgy:
+				strains.append(item[0])	
+				trait.append(item[1])
+		
+		qtlscan = dataset.regression(strains, trait)
+		LRS = dataset.permutation(strains, trait)
+		nperm = len(LRS)	
+		if qtlscan:
+			self.contents.append("Locus\tLRS\tChr\tAdditive\tp-value") 
+			qtlresult = []
+			if self.returnnumber:
+				self.returnnumber = min(self.returnnumber,len(qtlscan))
+				if self.sort == 'lrs':
+					qtlscan.sort(self.cmpLRS)
+					for item in qtlscan[:self.returnnumber]:
+						p_value = reaper.pvalue(item.lrs,LRS)	
+						qtlresult.append((item.locus.name,item.lrs,item.locus.chr,item.additive,p_value))
+				else:#sort by position
+					qtlscan2 = qtlscan[:]
+					qtlscan2.sort(self.cmpLRS)
+					LRSthresh = qtlscan2[self.returnnumber].lrs
+					for item in qtlscan:
+						if item.lrs >= LRSthresh:
+							p_value = reaper.pvalue(item.lrs,LRS)	
+							qtlresult.append((item.locus.name,item.lrs,item.locus.chr,item.additive,p_value))
+			else:
+				for item in qtlscan:
+					p_value = reaper.pvalue(item.lrs,LRS)
+					qtlresult.append((item.locus.name,item.lrs,item.locus.chr,item.additive,p_value))
+				if self.sort == 'lrs':
+					qtlresult.sort(self.cmpLRS2)
+			for item in qtlresult:
+				self.contents.append("%s\t%2.5f\t%s\t%2.5f\t%1.5f" % item)
+		else:
+			self.contents.append("###Error: Error occurs while regression.")
+			return
+			
+	def cmpLRS(self,A,B):
+		try:
+			if A.lrs < B.lrs:
+				return 1
+			elif A.lrs == B.lrs:
+				return 0
+			else:
+				return -1	
+		except:
+			return 0
+
+	def cmpLRS2(self,A,B):
+		try:
+			if A[1] < B[1]:
+				return 1
+			elif A[1] == B[1]:
+				return 0
+			else:
+				return -1	
+		except:
+			return 0