Merge branch 'testing' of https://github.com/genenetwork/genenetwork2

2 files changed, 298 insertions, 0 deletions

diff --git a/wqflask/maintenance/convert_geno_to_bimbam.py b/wqflask/maintenance/convert_geno_to_bimbam.py
new file mode 100644
index 00000000..05006d5c
--- /dev/null
+++ b/wqflask/maintenance/convert_geno_to_bimbam.py
@@ -0,0 +1,239 @@
+#!/usr/bin/python
+
+"""
+Convert .geno files to json
+
+This file goes through all of the genofiles in the genofile directory (.geno)
+and converts them to json files that are used when running the marker regression
+code
+
+"""
+
+from __future__ import print_function, division, absolute_import
+import sys
+sys.path.append("..")
+import os
+import glob
+import traceback
+import gzip
+
+#import numpy as np
+#from pyLMM import lmm
+
+import simplejson as json
+
+from pprint import pformat as pf
+
+class EmptyConfigurations(Exception): pass
+
+        
+
+class Marker(object):
+    def __init__(self):
+        self.name = None
+        self.chr = None
+        self.cM = None
+        self.Mb = None
+        self.genotypes = []
+
+class ConvertGenoFile(object):
+
+    def __init__(self, input_file, output_files):
+        
+        self.input_file = input_file
+        self.output_files = output_files
+        
+        self.mb_exists = False
+        self.cm_exists = False
+        self.markers = []
+        
+        self.latest_row_pos = None
+        self.latest_col_pos = None
+        
+        self.latest_row_value = None
+        self.latest_col_value = None
+        
+    def convert(self):
+
+        self.haplotype_notation = {
+            '@mat': "1",
+            '@pat': "0",
+            '@het': "0.5",
+            '@unk': "NA"
+            }
+        
+        self.configurations = {}
+        #self.skipped_cols = 3
+        
+        #if self.input_file.endswith(".geno.gz"):
+        #    print("self.input_file: ", self.input_file)
+        #    self.input_fh = gzip.open(self.input_file)
+        #else:
+        self.input_fh = open(self.input_file)
+        
+        with open(self.output_files[0], "w") as self.geno_fh:
+            #if self.file_type == "geno":
+            self.process_csv()
+            #elif self.file_type == "snps":
+            #    self.process_snps_file()
+
+
+    def process_csv(self):
+        for row_count, row in enumerate(self.process_rows()):
+            row_items = row.split("\t")
+
+            this_marker = Marker()
+            this_marker.name = row_items[1]
+            this_marker.chr = row_items[0]
+            if self.cm_exists and self.mb_exists:
+                this_marker.cM = row_items[2]
+                this_marker.Mb = row_items[3]
+                genotypes = row_items[4:]
+            elif self.cm_exists:
+                this_marker.cM = row_items[2]
+                genotypes = row_items[3:]
+            elif self.mb_exists:
+                this_marker.Mb = row_items[2]
+                genotypes = row_items[3:]
+            else:
+                genotypes = row_items[2:]
+            for item_count, genotype in enumerate(genotypes):
+                if genotype.upper().strip() in self.configurations:
+                    this_marker.genotypes.append(self.configurations[genotype.upper().strip()])
+                else:
+                    this_marker.genotypes.append("NA")
+                
+            #print("this_marker is:", pf(this_marker.__dict__))   
+            #if this_marker.chr == "14":
+            self.markers.append(this_marker.__dict__)
+
+        self.write_to_bimbam()    
+            
+        # with open(self.output_file, 'w') as fh:
+            # json.dump(self.markers, fh, indent="   ", sort_keys=True)
+                
+                # print('configurations:', str(configurations))
+                #self.latest_col_pos = item_count + self.skipped_cols
+                #self.latest_col_value = item
+                
+                #if item_count != 0:
+                #    self.output_fh.write(" ")
+                #self.output_fh.write(self.configurations[item.upper()])
+                    
+            #self.output_fh.write("\n")
+
+    def write_to_bimbam(self):
+        with open(self.output_files[0], "w") as geno_fh:
+            # geno_fh.write(str(len(self.sample_list)) + "\n")
+            # geno_fh.write("2\n")
+            # geno_fh.write("IND")
+            # for sample in self.sample_list:
+                # geno_fh.write(" " + sample)
+            # geno_fh.write("\n")
+            for marker in self.markers:
+                geno_fh.write(marker['name'])
+                geno_fh.write(", X, Y")
+                geno_fh.write(", " + ", ".join(marker['genotypes']))
+                geno_fh.write("\n")
+                
+        #pheno_fh = open(self.output_files[1], 'w')
+        with open(self.output_files[1], "w") as pheno_fh:
+            for sample in self.sample_list:
+                pheno_fh.write("1\n")
+        
+        with open(self.output_files[2], "w") as snp_fh:
+            for marker in self.markers:
+                if self.mb_exists:
+                    snp_fh.write(marker['name'] +", " + str(int(float(marker['Mb'])*1000000)) + ", " + marker['chr'] + "\n")
+                else:
+                    snp_fh.write(marker['name'] +", " + str(int(float(marker['cM'])*1000000)) + ", " + marker['chr'] + "\n")
+        
+            
+    def get_sample_list(self, row_contents):
+        self.sample_list = []
+        if self.mb_exists:
+            if self.cm_exists:
+                self.sample_list = row_contents[4:]
+            else:
+                self.sample_list = row_contents[3:]
+        else:
+            if self.cm_exists:
+                self.sample_list = row_contents[3:]
+            else:
+                self.sample_list = row_contents[2:]
+    
+    def process_rows(self):
+        for self.latest_row_pos, row in enumerate(self.input_fh):
+            #if self.input_file.endswith(".geno.gz"):
+            #    print("row: ", row)
+            self.latest_row_value = row
+            # Take care of headers
+            if not row.strip():
+                continue
+            if row.startswith('#'):
+                continue
+            if row.startswith('Chr'):
+                if 'Mb' in row.split():
+                    self.mb_exists = True
+                if 'cM' in row.split():
+                    self.cm_exists = True
+                self.get_sample_list(row.split())
+                continue
+            if row.startswith('@'):
+                key, _separater, value = row.partition(':')
+                key = key.strip()
+                value = value.strip()
+                if key in self.haplotype_notation:
+                    self.configurations[value] = self.haplotype_notation[key]
+                continue
+            if not len(self.configurations):
+                raise EmptyConfigurations
+            yield row
+
+    @classmethod
+    def process_all(cls, old_directory, new_directory):
+        os.chdir(old_directory)
+        for input_file in glob.glob("*"):
+            if not input_file.endswith(('geno', '.geno.gz')):
+                continue
+            group_name = ".".join(input_file.split('.')[:-1])
+            geno_output_file = os.path.join(new_directory, group_name + "_geno.txt")
+            pheno_output_file = os.path.join(new_directory, group_name + "_pheno.txt")
+            snp_output_file = os.path.join(new_directory, group_name + "_snps.txt")
+            output_files = [geno_output_file, pheno_output_file, snp_output_file]
+            print("%s -> %s" % (
+                os.path.join(old_directory, input_file), geno_output_file))
+            convertob = ConvertGenoFile(input_file, output_files)
+            try:
+                convertob.convert()
+            except EmptyConfigurations as why:
+                print("  No config info? Continuing...")
+                #excepted = True
+                continue
+            except Exception as why:
+
+                print("  Exception:", why)
+                print(traceback.print_exc())
+                print("    Found in row %s at tabular column %s" % (convertob.latest_row_pos,
+                                                                convertob.latest_col_pos))
+                print("    Column is:", convertob.latest_col_value)
+                print("    Row is:", convertob.latest_row_value)
+                break
+            
+    #def process_snps_file(cls, snps_file, new_directory):
+    #    output_file = os.path.join(new_directory, "mouse_families.json")
+    #    print("%s -> %s" % (snps_file, output_file))
+    #    convertob = ConvertGenoFile(input_file, output_file)
+
+
+if __name__=="__main__":
+    Old_Geno_Directory = """/home/zas1024/genotype_files/genotype/"""
+    New_Geno_Directory = """/home/zas1024/genotype_files/genotype/bimbam/"""
+    #Input_File = """/home/zas1024/gene/genotype_files/genotypes/BXD.geno"""
+    #Output_File = """/home/zas1024/gene/wqflask/wqflask/pylmm/data/bxd.snps"""
+    #convertob = ConvertGenoFile("/home/zas1024/gene/genotype_files/genotypes/SRxSHRSPF2.geno", "/home/zas1024/gene/genotype_files/new_genotypes/SRxSHRSPF2.json")
+    #convertob.convert()
+    ConvertGenoFile.process_all(Old_Geno_Directory, New_Geno_Directory)
+    #ConvertGenoFiles(Geno_Directory)
+    
+    #process_csv(Input_File, Output_File)
\ No newline at end of file
diff --git a/wqflask/maintenance/generate_kinship_from_bimbam.py b/wqflask/maintenance/generate_kinship_from_bimbam.py
new file mode 100644
index 00000000..f322341d
--- /dev/null
+++ b/wqflask/maintenance/generate_kinship_from_bimbam.py
@@ -0,0 +1,59 @@
+#!/usr/bin/python
+
+"""
+Generate relatedness matrix files for GEMMA from BIMBAM genotype/phenotype files
+
+This file goes through all of the BIMBAM files in the bimbam diretory
+and uses GEMMA to generate their corresponding kinship/relatedness matrix file
+
+"""
+
+from __future__ import print_function, division, absolute_import
+import sys
+sys.path.append("..")
+import os
+import glob
+
+class GenerateKinshipMatrices(object):
+    def __init__(self, group_name, geno_file, pheno_file):
+        self.group_name = group_name
+        self.geno_file = geno_file
+        self.pheno_file = pheno_file
+    
+    def generate_kinship(self):
+        gemma_command = "/gnu/store/xhzgjr0jvakxv6h3blj8z496xjig69b0-profile/bin/gemma -g " + self.geno_file + " -p " + self.pheno_file + " -gk 1 -outdir /home/zas1024/genotype_files/genotype/bimbam/ -o " + self.group_name
+        print("command:", gemma_command)
+        os.system(gemma_command)
+
+    @classmethod
+    def process_all(self, geno_dir, bimbam_dir):
+        os.chdir(geno_dir)
+        for input_file in glob.glob("*"):
+            if not input_file.endswith(('geno', '.geno.gz')):
+                continue
+            group_name = ".".join(input_file.split('.')[:-1])
+            geno_input_file = os.path.join(bimbam_dir, group_name + "_geno.txt")
+            pheno_input_file = os.path.join(bimbam_dir, group_name + "_pheno.txt")
+            convertob = GenerateKinshipMatrices(group_name, geno_input_file, pheno_input_file)
+            try:
+                convertob.generate_kinship()
+            except EmptyConfigurations as why:
+                print("  No config info? Continuing...")
+                continue
+            except Exception as why:
+
+                print("  Exception:", why)
+                print(traceback.print_exc())
+                print("    Found in row %s at tabular column %s" % (convertob.latest_row_pos,
+                                                                convertob.latest_col_pos))
+                print("    Column is:", convertob.latest_col_value)
+                print("    Row is:", convertob.latest_row_value)
+                break
+    
+    
+if __name__=="__main__":
+    Geno_Directory = """/home/zas1024/genotype_files/genotype/"""
+    Bimbam_Directory = """/home/zas1024/genotype_files/genotype/bimbam/"""
+    GenerateKinshipMatrices.process_all(Geno_Directory, Bimbam_Directory)
+    
+    #./gemma -g /home/zas1024/genotype_files/genotype/bimbam/BXD_geno.txt -p /home/zas1024/genotype_files/genotype/bimbam/BXD_pheno.txt -gk 1 -o BXD
\ No newline at end of file