From c7e661b8ff9f70955418fbc4527378904beb0cf4 Mon Sep 17 00:00:00 2001
From: BonfaceKilz
Date: Fri, 30 Apr 2021 12:16:51 +0300
Subject: autopep8: Fix E20-E27
Run:
python -m autopep8 --in-place --recrusive ./ --select\
E20,E211,E22,E224,E224,E225,E226,E227,E228,E231,E241,\
E242,E251,E252,E26,E265,E266,E27 -p 3
---
wqflask/db/webqtlDatabaseFunction.py | 10 +++++-----
1 file changed, 5 insertions(+), 5 deletions(-)
(limited to 'wqflask/db/webqtlDatabaseFunction.py')
diff --git a/wqflask/db/webqtlDatabaseFunction.py b/wqflask/db/webqtlDatabaseFunction.py
index 2805febd..18ade405 100644
--- a/wqflask/db/webqtlDatabaseFunction.py
+++ b/wqflask/db/webqtlDatabaseFunction.py
@@ -24,24 +24,24 @@ from db.call import fetch1
from utility.tools import USE_GN_SERVER
from utility.logger import getLogger
-logger = getLogger(__name__ )
+logger = getLogger(__name__)
###########################################################################
-#output: cursor instance
-#function: connect to database and return cursor instance
+# output: cursor instance
+# function: connect to database and return cursor instance
###########################################################################
def retrieve_species(group):
"""Get the species of a group (e.g. returns string "mouse" on "BXD"
"""
- result = fetch1("select Species.Name from Species, InbredSet where InbredSet.Name = '%s' and InbredSet.SpeciesId = Species.Id" % (group), "/cross/"+group+".json", lambda r: (r["species"],))[0]
+ result = fetch1("select Species.Name from Species, InbredSet where InbredSet.Name = '%s' and InbredSet.SpeciesId = Species.Id" % (group), "/cross/" + group + ".json", lambda r: (r["species"],))[0]
logger.debug("retrieve_species result:", result)
return result
def retrieve_species_id(group):
- result = fetch1("select SpeciesId from InbredSet where Name = '%s'" % (group), "/cross/"+group+".json", lambda r: (r["species_id"],))[0]
+ result = fetch1("select SpeciesId from InbredSet where Name = '%s'" % (group), "/cross/" + group + ".json", lambda r: (r["species_id"],))[0]
logger.debug("retrieve_species_id result:", result)
return result
--
cgit v1.2.3
From 406eb27859cca232a562c722cbbd37aca2e3be84 Mon Sep 17 00:00:00 2001
From: BonfaceKilz
Date: Fri, 30 Apr 2021 12:26:19 +0300
Subject: autopep8: Fix E301,E302,E303,E304,E305,E306
---
etc/default_settings.py | 21 +++----
wqflask/base/data_set.py | 1 -
wqflask/base/mrna_assay_tissue_data.py | 1 +
wqflask/base/species.py | 3 +
wqflask/base/webqtlCaseData.py | 3 +-
wqflask/db/call.py | 4 ++
wqflask/db/gn_server.py | 1 +
wqflask/db/webqtlDatabaseFunction.py | 1 +
wqflask/maintenance/convert_dryad_to_bimbam.py | 3 +
wqflask/maintenance/convert_geno_to_bimbam.py | 4 ++
wqflask/maintenance/gen_select_dataset.py | 5 ++
.../maintenance/generate_kinship_from_bimbam.py | 1 +
.../maintenance/generate_probesetfreeze_file.py | 7 +++
wqflask/maintenance/geno_to_json.py | 6 +-
wqflask/maintenance/get_group_samplelists.py | 3 +
wqflask/maintenance/print_benchmark.py | 4 ++
wqflask/maintenance/quantile_normalize.py | 6 ++
wqflask/maintenance/set_resource_defaults.py | 7 +++
wqflask/run_gunicorn.py | 2 +
wqflask/tests/unit/base/test_webqtl_case_data.py | 1 +
.../unit/utility/test_authentication_tools.py | 1 +
wqflask/tests/unit/utility/test_chunks.py | 1 +
.../test_display_mapping_results.py | 2 +
.../marker_regression/test_plink_mapping.py | 3 +-
.../marker_regression/test_qtlreaper_mapping.py | 2 +
.../wqflask/marker_regression/test_rqtl_mapping.py | 2 +-
wqflask/tests/unit/wqflask/test_collect.py | 2 +
.../tests/wqflask/show_trait/test_show_trait.py | 1 -
wqflask/utility/Plot.py | 13 +++++
wqflask/utility/__init__.py | 2 +
wqflask/utility/after.py | 1 +
wqflask/utility/authentication_tools.py | 1 +
wqflask/utility/benchmark.py | 1 +
wqflask/utility/corestats.py | 2 +
wqflask/utility/elasticsearch_tools.py | 7 +++
wqflask/utility/external.py | 1 +
wqflask/utility/gen_geno_ob.py | 3 +
wqflask/utility/genofile_parser.py | 1 +
wqflask/utility/logger.py | 3 +
wqflask/utility/pillow_utils.py | 4 ++
wqflask/utility/startup_config.py | 1 +
wqflask/utility/svg.py | 67 +++++++++++++++++++++-
wqflask/utility/temp_data.py | 1 +
wqflask/utility/tools.py | 25 ++++++++
wqflask/utility/type_checking.py | 5 ++
wqflask/utility/webqtlUtil.py | 5 ++
wqflask/wqflask/__init__.py | 1 +
wqflask/wqflask/api/correlation.py | 7 +++
wqflask/wqflask/api/mapping.py | 2 +-
wqflask/wqflask/api/router.py | 20 +++++++
wqflask/wqflask/collect.py | 8 +++
wqflask/wqflask/correlation/corr_scatter_plot.py | 1 +
wqflask/wqflask/correlation/show_corr_results.py | 4 +-
.../wqflask/correlation_matrix/show_corr_matrix.py | 3 +
wqflask/wqflask/ctl/ctl_analysis.py | 1 +
wqflask/wqflask/database.py | 2 +
wqflask/wqflask/db_info.py | 1 +
wqflask/wqflask/do_search.py | 21 ++++++-
wqflask/wqflask/docs.py | 2 +-
wqflask/wqflask/export_traits.py | 2 +
wqflask/wqflask/external_tools/send_to_bnw.py | 1 +
.../wqflask/external_tools/send_to_geneweaver.py | 3 +
.../wqflask/external_tools/send_to_webgestalt.py | 3 +
wqflask/wqflask/group_manager.py | 9 +++
wqflask/wqflask/gsearch.py | 1 +
wqflask/wqflask/heatmap/heatmap.py | 3 +
wqflask/wqflask/interval_analyst/GeneUtil.py | 2 +
.../marker_regression/display_mapping_results.py | 9 ---
wqflask/wqflask/marker_regression/plink_mapping.py | 9 ++-
.../wqflask/marker_regression/qtlreaper_mapping.py | 5 ++
wqflask/wqflask/marker_regression/rqtl_mapping.py | 15 +++++
wqflask/wqflask/marker_regression/run_mapping.py | 9 +++
wqflask/wqflask/model.py | 7 ++-
wqflask/wqflask/network_graph/network_graph.py | 1 +
wqflask/wqflask/news.py | 1 +
wqflask/wqflask/parser.py | 1 +
wqflask/wqflask/pbkdf2.py | 2 +
wqflask/wqflask/resource_manager.py | 7 +++
wqflask/wqflask/search_results.py | 4 ++
wqflask/wqflask/send_mail.py | 3 +-
wqflask/wqflask/server_side.py | 1 -
wqflask/wqflask/show_trait/SampleList.py | 1 +
wqflask/wqflask/show_trait/export_trait_data.py | 3 +
wqflask/wqflask/snp_browser/snp_browser.py | 9 ++-
wqflask/wqflask/submit_bnw.py | 1 +
wqflask/wqflask/update_search_results.py | 1 +
wqflask/wqflask/user_login.py | 21 +++++++
wqflask/wqflask/user_manager.py | 38 +++++++++++-
wqflask/wqflask/user_session.py | 6 ++
89 files changed, 446 insertions(+), 46 deletions(-)
(limited to 'wqflask/db/webqtlDatabaseFunction.py')
diff --git a/etc/default_settings.py b/etc/default_settings.py
index 27522187..a194b10e 100644
--- a/etc/default_settings.py
+++ b/etc/default_settings.py
@@ -73,23 +73,24 @@ SMTP_PASSWORD = "UNKNOWN"
# ---- Behavioural settings (defaults) note that logger and log levels can
# be overridden at the module level and with enviroment settings
-WEBSERVER_MODE = 'DEV' # Python webserver mode (DEBUG|DEV|PROD)
+WEBSERVER_MODE = 'DEV' # Python webserver mode (DEBUG|DEV|PROD)
WEBSERVER_BRANDING = None # Set the branding (nyi)
WEBSERVER_DEPLOY = None # Deployment specifics (nyi)
-WEBSERVER_URL = "http://localhost:"+str(SERVER_PORT)+"/" # external URL
+WEBSERVER_URL = "http://localhost:" + str(SERVER_PORT) + "/" # external URL
-LOG_LEVEL = 'WARNING' # Logger mode (DEBUG|INFO|WARNING|ERROR|CRITICAL)
+LOG_LEVEL = 'WARNING' # Logger mode (DEBUG|INFO|WARNING|ERROR|CRITICAL)
LOG_LEVEL_DEBUG = '0' # logger.debugf log level (0-5, 5 = show all)
-LOG_SQL = 'False' # Log SQL/backend and GN_SERVER calls
+LOG_SQL = 'False' # Log SQL/backend and GN_SERVER calls
LOG_SQL_ALCHEMY = 'False'
-LOG_BENCH = True # Log bench marks
+LOG_BENCH = True # Log bench marks
-USE_REDIS = True # REDIS caching (note that redis will be phased out)
-USE_GN_SERVER = 'False' # Use GN_SERVER SQL calls
-HOME = os.environ['HOME']
+USE_REDIS = True # REDIS caching (note that redis will be phased out)
+USE_GN_SERVER = 'False' # Use GN_SERVER SQL calls
+HOME = os.environ['HOME']
# ---- Default locations
-GENENETWORK_FILES = HOME+"/genotype_files" # base dir for all static data files
+# base dir for all static data files
+GENENETWORK_FILES = HOME + "/genotype_files"
# ---- Path overrides for Genenetwork - the defaults are normally
# picked up from Guix or in the HOME directory
@@ -98,7 +99,7 @@ GENENETWORK_FILES = HOME+"/genotype_files" # base dir for all static data fil
# PRIVATE_FILES = HOME+"/gn2_private_data" # private static data files (unused)
# ---- Local path to JS libraries - for development modules (only)
-JS_GN_PATH = os.environ['HOME']+"/genenetwork/javascript"
+JS_GN_PATH = os.environ['HOME'] + "/genenetwork/javascript"
# ---- GN2 Executables (overwrite for testing only)
# PLINK_COMMAND = str.strip(os.popen("which plink2").read())
diff --git a/wqflask/base/data_set.py b/wqflask/base/data_set.py
index 55ab45f5..c14808d6 100644
--- a/wqflask/base/data_set.py
+++ b/wqflask/base/data_set.py
@@ -311,7 +311,6 @@ class HumanMarkers(Markers):
marker['Mb'] = float(splat[3]) / 1000000
self.markers.append(marker)
-
def add_pvalues(self, p_values):
super(HumanMarkers, self).add_pvalues(p_values)
diff --git a/wqflask/base/mrna_assay_tissue_data.py b/wqflask/base/mrna_assay_tissue_data.py
index f3264b3d..cbc05738 100644
--- a/wqflask/base/mrna_assay_tissue_data.py
+++ b/wqflask/base/mrna_assay_tissue_data.py
@@ -11,6 +11,7 @@ from utility.db_tools import escape
from utility.logger import getLogger
logger = getLogger(__name__)
+
class MrnaAssayTissueData:
def __init__(self, gene_symbols=None):
diff --git a/wqflask/base/species.py b/wqflask/base/species.py
index cf764d72..44f133b5 100644
--- a/wqflask/base/species.py
+++ b/wqflask/base/species.py
@@ -6,6 +6,7 @@ from flask import Flask, g
from utility.logger import getLogger
logger = getLogger(__name__)
+
class TheSpecies:
def __init__(self, dataset=None, species_name=None):
if species_name != None:
@@ -15,6 +16,7 @@ class TheSpecies:
self.dataset = dataset
self.chromosomes = Chromosomes(dataset=self.dataset)
+
class IndChromosome:
def __init__(self, name, length):
self.name = name
@@ -25,6 +27,7 @@ class IndChromosome:
"""Chromosome length in megabases"""
return self.length / 1000000
+
class Chromosomes:
def __init__(self, dataset=None, species=None):
self.chromosomes = collections.OrderedDict()
diff --git a/wqflask/base/webqtlCaseData.py b/wqflask/base/webqtlCaseData.py
index aa55470f..2d07ab9d 100644
--- a/wqflask/base/webqtlCaseData.py
+++ b/wqflask/base/webqtlCaseData.py
@@ -28,6 +28,7 @@ import utility.tools
utility.tools.show_settings()
+
class webqtlCaseData:
"""one case data in one trait"""
@@ -78,4 +79,4 @@ class webqtlCaseData:
def display_num_cases(self):
if self.num_cases is not None:
return "%s" % self.num_cases
- return "x"
\ No newline at end of file
+ return "x"
diff --git a/wqflask/db/call.py b/wqflask/db/call.py
index 555878ad..9412b376 100644
--- a/wqflask/db/call.py
+++ b/wqflask/db/call.py
@@ -16,6 +16,7 @@ logger = getLogger(__name__)
# from inspect import stack
+
def fetch1(query, path=None, func=None):
"""Fetch one result as a Tuple using either a SQL query or the URI
path to GN_SERVER (when USE_GN_SERVER is True). Apply func to
@@ -35,6 +36,7 @@ GN_SERVER result when set (which should return a Tuple)
else:
return fetchone(query)
+
def fetchone(query):
"""Return tuple containing one row by calling SQL directly (the
original fetchone, but with logging)
@@ -46,6 +48,7 @@ original fetchone, but with logging)
return res.fetchone()
return logger.sql(query, helper)
+
def fetchall(query):
"""Return row iterator by calling SQL directly (the
original fetchall, but with logging)
@@ -57,6 +60,7 @@ original fetchall, but with logging)
return res.fetchall()
return logger.sql(query, helper)
+
def gn_server(path):
"""Return JSON record by calling GN_SERVER
diff --git a/wqflask/db/gn_server.py b/wqflask/db/gn_server.py
index 6c7383d0..f9b01658 100644
--- a/wqflask/db/gn_server.py
+++ b/wqflask/db/gn_server.py
@@ -5,5 +5,6 @@ from db.call import gn_server
from utility.logger import getLogger
logger = getLogger(__name__)
+
def menu_main():
return gn_server("/int/menu/main.json")
diff --git a/wqflask/db/webqtlDatabaseFunction.py b/wqflask/db/webqtlDatabaseFunction.py
index 18ade405..50ac06fd 100644
--- a/wqflask/db/webqtlDatabaseFunction.py
+++ b/wqflask/db/webqtlDatabaseFunction.py
@@ -31,6 +31,7 @@ logger = getLogger(__name__)
# function: connect to database and return cursor instance
###########################################################################
+
def retrieve_species(group):
"""Get the species of a group (e.g. returns string "mouse" on "BXD"
diff --git a/wqflask/maintenance/convert_dryad_to_bimbam.py b/wqflask/maintenance/convert_dryad_to_bimbam.py
index 8eab66e8..e417c280 100644
--- a/wqflask/maintenance/convert_dryad_to_bimbam.py
+++ b/wqflask/maintenance/convert_dryad_to_bimbam.py
@@ -55,15 +55,18 @@ def read_dryad_file(filename):
#
# return geno_rows
+
def write_bimbam_files(geno_rows):
with open('/home/zas1024/cfw_data/CFW_geno.txt', 'w') as geno_fh:
for row in geno_rows:
geno_fh.write(", ".join(row) + "\n")
+
def convert_dryad_to_bimbam(filename):
geno_file_rows = read_dryad_file(filename)
write_bimbam_files(geno_file_rows)
+
if __name__ == "__main__":
input_filename = "/home/zas1024/cfw_data/" + sys.argv[1] + ".txt"
convert_dryad_to_bimbam(input_filename)
diff --git a/wqflask/maintenance/convert_geno_to_bimbam.py b/wqflask/maintenance/convert_geno_to_bimbam.py
index dc01cbb3..5b2369c9 100644
--- a/wqflask/maintenance/convert_geno_to_bimbam.py
+++ b/wqflask/maintenance/convert_geno_to_bimbam.py
@@ -20,8 +20,10 @@ import simplejson as json
from pprint import pformat as pf
+
class EmptyConfigurations(Exception): pass
+
class Marker:
def __init__(self):
self.name = None
@@ -30,6 +32,7 @@ class Marker:
self.Mb = None
self.genotypes = []
+
class ConvertGenoFile:
def __init__(self, input_file, output_files):
@@ -178,6 +181,7 @@ class ConvertGenoFile:
print(" Row is:", convertob.latest_row_value)
break
+
if __name__ == "__main__":
Old_Geno_Directory = """/export/local/home/zas1024/gn2-zach/genotype_files/genotype"""
New_Geno_Directory = """/export/local/home/zas1024/gn2-zach/genotype_files/genotype/bimbam"""
diff --git a/wqflask/maintenance/gen_select_dataset.py b/wqflask/maintenance/gen_select_dataset.py
index f480d63f..583a06e1 100644
--- a/wqflask/maintenance/gen_select_dataset.py
+++ b/wqflask/maintenance/gen_select_dataset.py
@@ -55,6 +55,7 @@ from pprint import pformat as pf
#conn = Engine.connect()
+
def parse_db_uri():
"""Converts a database URI to the db name, host name, user name, and password"""
@@ -143,6 +144,7 @@ def phenotypes_exist(group_name):
else:
return False
+
def genotypes_exist(group_name):
#print("group_name:", group_name)
Cursor.execute("""select Name from GenoFreeze
@@ -156,6 +158,7 @@ def genotypes_exist(group_name):
else:
return False
+
def build_types(species, group):
"""Fetches tissues
@@ -184,6 +187,7 @@ def build_types(species, group):
return results
+
def get_datasets(types):
"""Build datasets list"""
datasets = {}
@@ -308,6 +312,7 @@ def _test_it():
datasets = build_datasets("Mouse", "BXD", "Hippocampus")
#print("build_datasets:", pf(datasets))
+
if __name__ == '__main__':
Conn = MySQLdb.Connect(**parse_db_uri())
Cursor = Conn.cursor()
diff --git a/wqflask/maintenance/generate_kinship_from_bimbam.py b/wqflask/maintenance/generate_kinship_from_bimbam.py
index 664e9e48..7cc60c9e 100644
--- a/wqflask/maintenance/generate_kinship_from_bimbam.py
+++ b/wqflask/maintenance/generate_kinship_from_bimbam.py
@@ -13,6 +13,7 @@ sys.path.append("..")
import os
import glob
+
class GenerateKinshipMatrices:
def __init__(self, group_name, geno_file, pheno_file):
self.group_name = group_name
diff --git a/wqflask/maintenance/generate_probesetfreeze_file.py b/wqflask/maintenance/generate_probesetfreeze_file.py
index b1e41e9a..bd9c2ab4 100644
--- a/wqflask/maintenance/generate_probesetfreeze_file.py
+++ b/wqflask/maintenance/generate_probesetfreeze_file.py
@@ -23,10 +23,12 @@ def get_cursor():
cursor = con.cursor()
return cursor
+
def show_progress(process, counter):
if counter % 1000 == 0:
print("{}: {}".format(process, counter))
+
def get_strains(cursor):
cursor.execute("""select Strain.Name
from Strain, StrainXRef, InbredSet
@@ -42,6 +44,7 @@ def get_strains(cursor):
return strains
+
def get_probeset_vals(cursor, dataset_name):
cursor.execute(""" select ProbeSet.Id, ProbeSet.Name
from ProbeSetXRef,
@@ -77,6 +80,7 @@ def get_probeset_vals(cursor, dataset_name):
return probeset_vals
+
def trim_strains(strains, probeset_vals):
trimmed_strains = []
#print("probeset_vals is:", pf(probeset_vals))
@@ -89,6 +93,7 @@ def trim_strains(strains, probeset_vals):
print("trimmed_strains:", pf(trimmed_strains))
return trimmed_strains
+
def write_data_matrix_file(strains, probeset_vals, filename):
with open(filename, "wb") as fh:
csv_writer = csv.writer(fh, delimiter=",", quoting=csv.QUOTE_ALL)
@@ -103,6 +108,7 @@ def write_data_matrix_file(strains, probeset_vals, filename):
csv_writer.writerow(row_data)
show_progress("Writing", counter)
+
def main():
filename = os.path.expanduser("~/gene/wqflask/maintenance/" +
"ProbeSetFreezeId_210_FullName_Eye_AXBXA_Illumina_V6.2" +
@@ -117,5 +123,6 @@ def main():
trimmed_strains = trim_strains(strains, probeset_vals)
write_data_matrix_file(trimmed_strains, probeset_vals, filename)
+
if __name__ == '__main__':
main()
diff --git a/wqflask/maintenance/geno_to_json.py b/wqflask/maintenance/geno_to_json.py
index fa0dcebd..ad3f2b72 100644
--- a/wqflask/maintenance/geno_to_json.py
+++ b/wqflask/maintenance/geno_to_json.py
@@ -25,10 +25,10 @@ from pprint import pformat as pf
#from utility.tools import flat_files
+
class EmptyConfigurations(Exception): pass
-
class Marker:
def __init__(self):
self.name = None
@@ -37,6 +37,7 @@ class Marker:
self.Mb = None
self.genotypes = []
+
class ConvertGenoFile:
def __init__(self, input_file, output_file):
@@ -78,7 +79,6 @@ class ConvertGenoFile:
# 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")
@@ -121,7 +121,6 @@ class ConvertGenoFile:
# self.output_fh.write("\n")
-
def process_rows(self):
for self.latest_row_pos, row in enumerate(self.input_fh):
# if self.input_file.endswith(".geno.gz"):
@@ -182,7 +181,6 @@ class ConvertGenoFile:
# convertob = ConvertGenoFile(input_file, output_file)
-
if __name__ == "__main__":
Old_Geno_Directory = """/export/local/home/zas1024/gn2-zach/genotype_files/genotype"""
New_Geno_Directory = """/export/local/home/zas1024/gn2-zach/genotype_files/genotype/json"""
diff --git a/wqflask/maintenance/get_group_samplelists.py b/wqflask/maintenance/get_group_samplelists.py
index 3f9d0278..0a450d3f 100644
--- a/wqflask/maintenance/get_group_samplelists.py
+++ b/wqflask/maintenance/get_group_samplelists.py
@@ -4,12 +4,14 @@ import gzip
from base import webqtlConfig
+
def get_samplelist(file_type, geno_file):
if file_type == "geno":
return get_samplelist_from_geno(geno_file)
elif file_type == "plink":
return get_samplelist_from_plink(geno_file)
+
def get_samplelist_from_geno(genofilename):
if os.path.isfile(genofilename + '.gz'):
genofilename += '.gz'
@@ -33,6 +35,7 @@ def get_samplelist_from_geno(genofilename):
samplelist = headers[3:]
return samplelist
+
def get_samplelist_from_plink(genofilename):
genofile = open(genofilename)
diff --git a/wqflask/maintenance/print_benchmark.py b/wqflask/maintenance/print_benchmark.py
index a1046c86..9d12da8a 100644
--- a/wqflask/maintenance/print_benchmark.py
+++ b/wqflask/maintenance/print_benchmark.py
@@ -15,15 +15,18 @@ class TheCounter:
self.time_took = time.time() - start_time
TheCounter.Counters[self.__class__.__name__] = self.time_took
+
class PrintAll(TheCounter):
def print_it(self, counter):
print(counter)
+
class PrintSome(TheCounter):
def print_it(self, counter):
if counter % 1000 == 0:
print(counter)
+
class PrintNone(TheCounter):
def print_it(self, counter):
pass
@@ -37,5 +40,6 @@ def new_main():
print(pf(TheCounter.Counters))
+
if __name__ == '__main__':
new_main()
diff --git a/wqflask/maintenance/quantile_normalize.py b/wqflask/maintenance/quantile_normalize.py
index 6751a8e5..1896bc52 100644
--- a/wqflask/maintenance/quantile_normalize.py
+++ b/wqflask/maintenance/quantile_normalize.py
@@ -14,6 +14,7 @@ from wqflask import app
from utility.elasticsearch_tools import get_elasticsearch_connection
from utility.tools import ELASTICSEARCH_HOST, ELASTICSEARCH_PORT, SQL_URI
+
def parse_db_uri():
"""Converts a database URI to the db name, host name, user name, and password"""
@@ -28,6 +29,7 @@ def parse_db_uri():
print(db_conn_info)
return db_conn_info
+
def create_dataframe(input_file):
with open(input_file) as f:
ncols = len(f.readline().split("\t"))
@@ -36,6 +38,8 @@ def create_dataframe(input_file):
return pd.DataFrame(input_array)
# This function taken from https://github.com/ShawnLYU/Quantile_Normalize
+
+
def quantileNormalize(df_input):
df = df_input.copy()
# compute rank
@@ -50,6 +54,7 @@ def quantileNormalize(df_input):
df[col] = [rank[i] for i in t]
return df
+
def set_data(dataset_name):
orig_file = "/home/zas1024/cfw_data/" + dataset_name + ".txt"
@@ -95,6 +100,7 @@ def set_data(dataset_name):
}
}
+
if __name__ == '__main__':
Conn = MySQLdb.Connect(**parse_db_uri())
Cursor = Conn.cursor()
diff --git a/wqflask/maintenance/set_resource_defaults.py b/wqflask/maintenance/set_resource_defaults.py
index 286094dd..c6c4f44c 100644
--- a/wqflask/maintenance/set_resource_defaults.py
+++ b/wqflask/maintenance/set_resource_defaults.py
@@ -37,6 +37,7 @@ import urllib.parse
from utility.logger import getLogger
logger = getLogger(__name__)
+
def parse_db_uri():
"""Converts a database URI to the db name, host name, user name, and password"""
@@ -51,6 +52,7 @@ def parse_db_uri():
print(db_conn_info)
return db_conn_info
+
def insert_probeset_resources(default_owner_id):
current_resources = Redis.hgetall("resources")
Cursor.execute(""" SELECT
@@ -77,6 +79,7 @@ def insert_probeset_resources(default_owner_id):
add_resource(resource_ob, update=False)
+
def insert_publish_resources(default_owner_id):
current_resources = Redis.hgetall("resources")
Cursor.execute(""" SELECT
@@ -110,6 +113,7 @@ def insert_publish_resources(default_owner_id):
else:
continue
+
def insert_geno_resources(default_owner_id):
current_resources = Redis.hgetall("resources")
Cursor.execute(""" SELECT
@@ -139,6 +143,7 @@ def insert_geno_resources(default_owner_id):
add_resource(resource_ob, update=False)
+
def insert_resources(default_owner_id):
current_resources = get_resources()
print("START")
@@ -149,6 +154,7 @@ def insert_resources(default_owner_id):
insert_probeset_resources(default_owner_id)
print("AFTER PROBESET")
+
def main():
"""Generates and outputs (as json file) the data for the main dropdown menus on the home page"""
@@ -158,6 +164,7 @@ def main():
insert_resources(owner_id)
+
if __name__ == '__main__':
Conn = MySQLdb.Connect(**parse_db_uri())
Cursor = Conn.cursor()
diff --git a/wqflask/run_gunicorn.py b/wqflask/run_gunicorn.py
index 58108e03..03f310eb 100644
--- a/wqflask/run_gunicorn.py
+++ b/wqflask/run_gunicorn.py
@@ -14,9 +14,11 @@ from utility.startup_config import app_config
app_config()
+
@app.route("/gunicorn")
def hello():
return "
Hello There!
"
+
if __name__ == "__main__":
app.run(host='0.0.0.0')
diff --git a/wqflask/tests/unit/base/test_webqtl_case_data.py b/wqflask/tests/unit/base/test_webqtl_case_data.py
index 8e8ba482..cebd41ce 100644
--- a/wqflask/tests/unit/base/test_webqtl_case_data.py
+++ b/wqflask/tests/unit/base/test_webqtl_case_data.py
@@ -4,6 +4,7 @@ import unittest
from wqflask import app # Required because of utility.tools in webqtlCaseData.py
from base.webqtlCaseData import webqtlCaseData
+
class TestWebqtlCaseData(unittest.TestCase):
"""Tests for WebqtlCaseData class"""
diff --git a/wqflask/tests/unit/utility/test_authentication_tools.py b/wqflask/tests/unit/utility/test_authentication_tools.py
index 42dcae88..024ab43f 100644
--- a/wqflask/tests/unit/utility/test_authentication_tools.py
+++ b/wqflask/tests/unit/utility/test_authentication_tools.py
@@ -5,6 +5,7 @@ from unittest import mock
from utility.authentication_tools import check_resource_availability
from utility.authentication_tools import add_new_resource
+
class TestResponse:
"""Mock Test Response after a request"""
@property
diff --git a/wqflask/tests/unit/utility/test_chunks.py b/wqflask/tests/unit/utility/test_chunks.py
index 8d90a1ec..1d349193 100644
--- a/wqflask/tests/unit/utility/test_chunks.py
+++ b/wqflask/tests/unit/utility/test_chunks.py
@@ -7,6 +7,7 @@ from utility.chunks import divide_into_chunks
class TestChunks(unittest.TestCase):
"Test Utility method for chunking"
+
def test_divide_into_chunks(self):
"Check that a list is chunked correctly"
self.assertEqual(divide_into_chunks([1, 2, 7, 3, 22, 8, 5, 22, 333], 3),
diff --git a/wqflask/tests/unit/wqflask/marker_regression/test_display_mapping_results.py b/wqflask/tests/unit/wqflask/marker_regression/test_display_mapping_results.py
index 8ae0f09f..219a6a29 100644
--- a/wqflask/tests/unit/wqflask/marker_regression/test_display_mapping_results.py
+++ b/wqflask/tests/unit/wqflask/marker_regression/test_display_mapping_results.py
@@ -9,6 +9,7 @@ from wqflask.marker_regression.display_mapping_results import (
class TestDisplayMappingResults(unittest.TestCase):
"""Basic Methods to test Mapping Results"""
+
def test_pil_colors(self):
"""Test that colors use PILLOW color format"""
self.assertEqual(DisplayMappingResults.CLICKABLE_WEBQTL_REGION_COLOR,
@@ -17,6 +18,7 @@ class TestDisplayMappingResults(unittest.TestCase):
class TestHtmlGenWrapper(unittest.TestCase):
"""Test Wrapper around HTMLGen"""
+
def test_create_image(self):
"""Test HT.Image method"""
self.assertEqual(
diff --git a/wqflask/tests/unit/wqflask/marker_regression/test_plink_mapping.py b/wqflask/tests/unit/wqflask/marker_regression/test_plink_mapping.py
index 5eec93f1..fd21a825 100644
--- a/wqflask/tests/unit/wqflask/marker_regression/test_plink_mapping.py
+++ b/wqflask/tests/unit/wqflask/marker_regression/test_plink_mapping.py
@@ -12,9 +12,10 @@ class AttributeSetter:
def __init__(self, obj):
for key, val in obj.items():
setattr(self, key, val)
-class TestPlinkMapping(unittest.TestCase):
+class TestPlinkMapping(unittest.TestCase):
+
def test_build_line_list(self):
"""test for building line list"""
line_1 = "this is line one test"
diff --git a/wqflask/tests/unit/wqflask/marker_regression/test_qtlreaper_mapping.py b/wqflask/tests/unit/wqflask/marker_regression/test_qtlreaper_mapping.py
index bbb79f98..5cc8fd0f 100644
--- a/wqflask/tests/unit/wqflask/marker_regression/test_qtlreaper_mapping.py
+++ b/wqflask/tests/unit/wqflask/marker_regression/test_qtlreaper_mapping.py
@@ -4,6 +4,8 @@ from wqflask.marker_regression.qtlreaper_mapping import gen_pheno_txt_file
# issues some methods in genofile object are not defined
# modify samples should equal to vals
+
+
class TestQtlReaperMapping(unittest.TestCase):
@mock.patch("wqflask.marker_regression.qtlreaper_mapping.TEMPDIR", "/home/user/data")
def test_gen_pheno_txt_file(self):
diff --git a/wqflask/tests/unit/wqflask/marker_regression/test_rqtl_mapping.py b/wqflask/tests/unit/wqflask/marker_regression/test_rqtl_mapping.py
index 0e617e93..6267ce9a 100644
--- a/wqflask/tests/unit/wqflask/marker_regression/test_rqtl_mapping.py
+++ b/wqflask/tests/unit/wqflask/marker_regression/test_rqtl_mapping.py
@@ -5,6 +5,7 @@ from wqflask.marker_regression.rqtl_mapping import get_trait_data_type
from wqflask.marker_regression.rqtl_mapping import sanitize_rqtl_phenotype
from wqflask.marker_regression.rqtl_mapping import sanitize_rqtl_names
+
class TestRqtlMapping(unittest.TestCase):
def setUp(self):
@@ -14,7 +15,6 @@ class TestRqtlMapping(unittest.TestCase):
def tearDown(self):
self.app_context.pop()
-
@mock.patch("wqflask.marker_regression.rqtl_mapping.g")
@mock.patch("wqflask.marker_regression.rqtl_mapping.logger")
def test_get_trait_data(self, mock_logger, mock_db):
diff --git a/wqflask/tests/unit/wqflask/test_collect.py b/wqflask/tests/unit/wqflask/test_collect.py
index 9a36132d..2a914fb2 100644
--- a/wqflask/tests/unit/wqflask/test_collect.py
+++ b/wqflask/tests/unit/wqflask/test_collect.py
@@ -11,6 +11,7 @@ app = Flask(__name__)
class MockSession:
"""Helper class for mocking wqflask.collect.g.user_session.logged_in"""
+
def __init__(self, is_logged_in=False):
self.is_logged_in = is_logged_in
@@ -21,6 +22,7 @@ class MockSession:
class MockFlaskG:
"""Helper class for mocking wqflask.collect.g.user_session"""
+
def __init__(self, is_logged_in=False):
self.is_logged_in = is_logged_in
diff --git a/wqflask/tests/wqflask/show_trait/test_show_trait.py b/wqflask/tests/wqflask/show_trait/test_show_trait.py
index 8c866874..24c3923e 100644
--- a/wqflask/tests/wqflask/show_trait/test_show_trait.py
+++ b/wqflask/tests/wqflask/show_trait/test_show_trait.py
@@ -242,7 +242,6 @@ class TestTraits(unittest.TestCase):
self.assertEqual(get_genotype_scales(file_location), expected_results)
mock_get_scales.assert_called_once_with(file_location)
-
@mock.patch("wqflask.show_trait.show_trait.locate_ignore_error")
def test_get_scales_from_genofile_found(self, mock_ignore_location):
""""add test for get scales from genofile where file is found"""
diff --git a/wqflask/utility/Plot.py b/wqflask/utility/Plot.py
index 68c2cb72..d35b2089 100644
--- a/wqflask/utility/Plot.py
+++ b/wqflask/utility/Plot.py
@@ -47,6 +47,7 @@ COUR_FILE = "./wqflask/static/fonts/courbd.ttf"
TAHOMA_FILE = "./wqflask/static/fonts/tahoma.ttf"
# ---- END: FONT FILES ---- #
+
def cformat(d, rank=0):
'custom string format'
strD = "%2.6f" % d
@@ -68,6 +69,7 @@ def cformat(d, rank=0):
strD = '0.0'
return strD
+
def frange(start, end=None, inc=1.0):
"A faster range-like function that does accept float increments..."
if end == None:
@@ -84,6 +86,7 @@ def frange(start, end=None, inc=1.0):
L[i] = start + i * inc
return L
+
def find_outliers(vals):
"""Calculates the upper and lower bounds of a set of sample/case values
@@ -119,6 +122,8 @@ def find_outliers(vals):
# parameter: data is either object returned by reaper permutation function (called by MarkerRegressionPage.py)
# or the first object returned by direct (pair-scan) permu function (called by DirectPlotPage.py)
+
+
def plotBar(canvas, data, barColor=BLUE, axesColor=BLACK, labelColor=BLACK, XLabel=None, YLabel=None, title=None, offset=(60, 20, 40, 40), zoom=1):
im_drawer = ImageDraw.Draw(canvas)
xLeftOffset, xRightOffset, yTopOffset, yBottomOffset = offset
@@ -230,6 +235,8 @@ def plotBar(canvas, data, barColor=BLUE, axesColor=BLACK, labelColor=BLACK, XLab
font=labelFont, fill=labelColor)
# This function determines the scale of the plot
+
+
def detScaleOld(min, max):
if min >= max:
return None
@@ -246,6 +253,7 @@ def detScaleOld(min, max):
high = c * ceil(max / c)
return [low, high, round((high - low) / c)]
+
def detScale(min=0, max=0):
if min >= max:
@@ -283,15 +291,19 @@ def detScale(min=0, max=0):
return [low, high, n]
+
def bluefunc(x):
return 1.0 / (1.0 + exp(-10 * (x - 0.6)))
+
def redfunc(x):
return 1.0 / (1.0 + exp(10 * (x - 0.5)))
+
def greenfunc(x):
return 1 - pow(redfunc(x + 0.2), 2) - bluefunc(x - 0.3)
+
def colorSpectrum(n=100):
multiple = 10
if n == 1:
@@ -319,6 +331,7 @@ def colorSpectrum(n=100):
out2.append(out[-1])
return out2
+
def _test():
import doctest
doctest.testmod()
diff --git a/wqflask/utility/__init__.py b/wqflask/utility/__init__.py
index ec7e72d0..d540c96e 100644
--- a/wqflask/utility/__init__.py
+++ b/wqflask/utility/__init__.py
@@ -2,8 +2,10 @@ from pprint import pformat as pf
# Todo: Move these out of __init__
+
class Bunch:
"""Like a dictionary but using object notation"""
+
def __init__(self, **kw):
self.__dict__ = kw
diff --git a/wqflask/utility/after.py b/wqflask/utility/after.py
index 06091ecb..2b560e48 100644
--- a/wqflask/utility/after.py
+++ b/wqflask/utility/after.py
@@ -7,6 +7,7 @@ from flask import g
from wqflask import app
+
def after_this_request(f):
if not hasattr(g, 'after_request_callbacks'):
g.after_request_callbacks = []
diff --git a/wqflask/utility/authentication_tools.py b/wqflask/utility/authentication_tools.py
index 672b36d5..57dbf8ba 100644
--- a/wqflask/utility/authentication_tools.py
+++ b/wqflask/utility/authentication_tools.py
@@ -11,6 +11,7 @@ from utility.redis_tools import (get_redis_conn,
add_resource)
Redis = get_redis_conn()
+
def check_resource_availability(dataset, trait_id=None):
# At least for now assume temporary entered traits are accessible
if type(dataset) == str or dataset.type == "Temp":
diff --git a/wqflask/utility/benchmark.py b/wqflask/utility/benchmark.py
index 3d40a3b8..48ab1dc0 100644
--- a/wqflask/utility/benchmark.py
+++ b/wqflask/utility/benchmark.py
@@ -6,6 +6,7 @@ from utility.tools import LOG_BENCH
from utility.logger import getLogger
logger = getLogger(__name__)
+
class Bench:
entries = collections.OrderedDict()
diff --git a/wqflask/utility/corestats.py b/wqflask/utility/corestats.py
index 15d1cb8d..523280a1 100644
--- a/wqflask/utility/corestats.py
+++ b/wqflask/utility/corestats.py
@@ -16,6 +16,8 @@
import sys
# ZS: Should switch to using some third party library for this; maybe scipy has an equivalent
+
+
class Stats:
def __init__(self, sequence):
diff --git a/wqflask/utility/elasticsearch_tools.py b/wqflask/utility/elasticsearch_tools.py
index ae1181e4..9415cef0 100644
--- a/wqflask/utility/elasticsearch_tools.py
+++ b/wqflask/utility/elasticsearch_tools.py
@@ -47,11 +47,13 @@ logger = getLogger(__name__)
from utility.tools import ELASTICSEARCH_HOST, ELASTICSEARCH_PORT
+
def test_elasticsearch_connection():
es = Elasticsearch(['http://' + ELASTICSEARCH_HOST + ":" + str(ELASTICSEARCH_PORT) + '/'], verify_certs=True)
if not es.ping():
logger.warning("Elasticsearch is DOWN")
+
def get_elasticsearch_connection(for_user=True):
"""Return a connection to ES. Returns None on failure"""
logger.info("get_elasticsearch_connection")
@@ -77,6 +79,7 @@ def get_elasticsearch_connection(for_user=True):
return es
+
def setup_users_index(es_connection):
if es_connection:
index_settings = {
@@ -87,12 +90,15 @@ def setup_users_index(es_connection):
es_connection.indices.create(index='users', ignore=400)
es_connection.indices.put_mapping(body=index_settings, index="users", doc_type="local")
+
def get_user_by_unique_column(es, column_name, column_value, index="users", doc_type="local"):
return get_item_by_unique_column(es, column_name, column_value, index=index, doc_type=doc_type)
+
def save_user(es, user, user_id):
es_save_data(es, "users", "local", user, user_id)
+
def get_item_by_unique_column(es, column_name, column_value, index, doc_type):
item_details = None
try:
@@ -106,6 +112,7 @@ def get_item_by_unique_column(es, column_name, column_value, index, doc_type):
pass
return item_details
+
def es_save_data(es, index, doc_type, data_item, data_id,):
from time import sleep
es.create(index, doc_type, body=data_item, id=data_id)
diff --git a/wqflask/utility/external.py b/wqflask/utility/external.py
index c1bf4043..805d2ffe 100644
--- a/wqflask/utility/external.py
+++ b/wqflask/utility/external.py
@@ -4,6 +4,7 @@ import os
import sys
import subprocess
+
def shell(command):
if subprocess.call(command, shell=True) != 0:
raise Exception("ERROR: failed on " + command)
diff --git a/wqflask/utility/gen_geno_ob.py b/wqflask/utility/gen_geno_ob.py
index 9cfa39f9..24604e58 100644
--- a/wqflask/utility/gen_geno_ob.py
+++ b/wqflask/utility/gen_geno_ob.py
@@ -1,6 +1,7 @@
import utility.logger
logger = utility.logger.getLogger(__name__)
+
class genotype:
"""
Replacement for reaper.Dataset so we can remove qtlreaper use while still generating mapping output figure
@@ -119,6 +120,7 @@ class genotype:
self.chromosomes.append(chr_ob)
+
class Chr:
def __init__(self, name, geno_ob):
self.name = name
@@ -140,6 +142,7 @@ class Chr:
def add_marker(self, marker_row):
self.loci.append(Locus(self.geno_ob, marker_row))
+
class Locus:
def __init__(self, geno_ob, marker_row=None):
self.chr = None
diff --git a/wqflask/utility/genofile_parser.py b/wqflask/utility/genofile_parser.py
index f8e96d19..94a08c17 100644
--- a/wqflask/utility/genofile_parser.py
+++ b/wqflask/utility/genofile_parser.py
@@ -12,6 +12,7 @@ import simplejson as json
from pprint import pformat as pf
+
class Marker:
def __init__(self):
self.name = None
diff --git a/wqflask/utility/logger.py b/wqflask/utility/logger.py
index 16912e58..47079818 100644
--- a/wqflask/utility/logger.py
+++ b/wqflask/utility/logger.py
@@ -35,6 +35,7 @@ import datetime
from utility.tools import LOG_LEVEL, LOG_LEVEL_DEBUG, LOG_SQL
+
class GNLogger:
"""A logger class with some additional functionality, such as
multiple parameter logging, SQL logging, timing, colors, and lazy
@@ -139,6 +140,8 @@ LOG_LEVEL_DEBUG (NYI).
# Get the module logger. You can override log levels at the
# module level
+
+
def getLogger(name, level=None):
gnlogger = GNLogger(name)
logger = gnlogger.logger
diff --git a/wqflask/utility/pillow_utils.py b/wqflask/utility/pillow_utils.py
index 6e95beb0..5713e155 100644
--- a/wqflask/utility/pillow_utils.py
+++ b/wqflask/utility/pillow_utils.py
@@ -9,6 +9,8 @@ BLACK = ImageColor.getrgb("black")
WHITE = ImageColor.getrgb("white")
# def draw_rotated_text(canvas: Image, text: str, font: ImageFont, xy: tuple, fill: ImageColor=BLACK, angle: int=-90):
+
+
def draw_rotated_text(canvas, text, font, xy, fill=BLACK, angle=-90):
# type: (Image, str, ImageFont, tuple, ImageColor, int)
"""Utility function draw rotated text"""
@@ -20,6 +22,8 @@ def draw_rotated_text(canvas, text, font, xy, fill=BLACK, angle=-90):
canvas.paste(im=tmp_img2, box=tuple([int(i) for i in xy]))
# def draw_open_polygon(canvas: Image, xy: tuple, fill: ImageColor=WHITE, outline: ImageColor=BLACK):
+
+
def draw_open_polygon(canvas, xy, fill=None, outline=BLACK, width=0):
# type: (Image, tuple, ImageColor, ImageColor)
draw_ctx = ImageDraw.Draw(canvas)
diff --git a/wqflask/utility/startup_config.py b/wqflask/utility/startup_config.py
index f22f4b14..92f944bc 100644
--- a/wqflask/utility/startup_config.py
+++ b/wqflask/utility/startup_config.py
@@ -10,6 +10,7 @@ GREEN = '\033[92m'
BOLD = '\033[1m'
ENDC = '\033[0m'
+
def app_config():
app.config['SESSION_TYPE'] = 'filesystem'
if not app.config.get('SECRET_KEY'):
diff --git a/wqflask/utility/svg.py b/wqflask/utility/svg.py
index 4c478c36..f5ef81e1 100644
--- a/wqflask/utility/svg.py
+++ b/wqflask/utility/svg.py
@@ -459,11 +459,13 @@ class rect(SVGelement):
if stroke_width != None:
self.attributes['stroke-width'] = stroke_width
+
class ellipse(SVGelement):
"""e=ellipse(rx,ry,x,y,fill,stroke,stroke_width,**args)
an ellipse is defined as a center and a x and y radius.
"""
+
def __init__(self, cx=None, cy=None, rx=None, ry=None,fill=None,stroke=None,stroke_width=None,**args):
if rx == None or ry == None:
raise ValueError('both rx and ry are required')
@@ -486,6 +488,7 @@ class circle(SVGelement):
The circle creates an element using a x, y and radius values eg
"""
+
def __init__(self, cx=None, cy=None, r=None, fill=None,stroke=None,stroke_width=None,**args):
if r == None:
raise ValueError('r is required')
@@ -501,20 +504,24 @@ class circle(SVGelement):
if stroke_width != None:
self.attributes['stroke-width'] = stroke_width
+
class point(circle):
"""p=point(x,y,color)
A point is defined as a circle with a size 1 radius. It may be more efficient to use a
very small rectangle if you use many points because a circle is difficult to render.
"""
+
def __init__(self, x, y, fill='black', **args):
circle.__init__(self, x, y, 1, fill, **args)
+
class line(SVGelement):
"""l=line(x1,y1,x2,y2,stroke,stroke_width,**args)
A line is defined by a begin x,y pair and an end x,y pair
"""
+
def __init__(self, x1=None, y1=None, x2=None, y2=None,stroke=None,stroke_width=None,**args):
SVGelement.__init__(self, 'line', **args)
if x1 != None:
@@ -530,11 +537,13 @@ class line(SVGelement):
if stroke != None:
self.attributes['stroke'] = stroke
+
class polyline(SVGelement):
"""pl=polyline([[x1,y1],[x2,y2],...],fill,stroke,stroke_width,**args)
a polyline is defined by a list of xy pairs
"""
+
def __init__(self, points, fill=None, stroke=None, stroke_width=None,**args):
SVGelement.__init__(self, 'polyline', {'points': _xypointlist(points)}, **args)
if fill != None:
@@ -544,11 +553,13 @@ class polyline(SVGelement):
if stroke != None:
self.attributes['stroke'] = stroke
+
class polygon(SVGelement):
"""pl=polyline([[x1,y1],[x2,y2],...],fill,stroke,stroke_width,**args)
a polygon is defined by a list of xy pairs
"""
+
def __init__(self, points, fill=None, stroke=None, stroke_width=None,**args):
SVGelement.__init__(self, 'polygon', {'points': _xypointlist(points)}, **args)
if fill != None:
@@ -558,11 +569,13 @@ class polygon(SVGelement):
if stroke != None:
self.attributes['stroke'] = stroke
+
class path(SVGelement):
"""p=path(path,fill,stroke,stroke_width,**args)
a path is defined by a path object and optional width, stroke and fillcolor
"""
+
def __init__(self, pathdata, fill=None, stroke=None, stroke_width=None,id=None,**args):
SVGelement.__init__(self, 'path', {'d': str(pathdata)}, **args)
if stroke != None:
@@ -580,6 +593,7 @@ class text(SVGelement):
a text element can bge used for displaying text on the screen
"""
+
def __init__(self, x=None, y=None, text=None, font_size=None,font_family=None,text_anchor=None,**args):
SVGelement.__init__(self, 'text', **args)
if x != None:
@@ -601,11 +615,13 @@ class textpath(SVGelement):
a textpath places a text on a path which is referenced by a link.
"""
+
def __init__(self, link, text=None, **args):
SVGelement.__init__(self, 'textPath', {'xlink:href': link}, **args)
if text != None:
self.text = text
+
class pattern(SVGelement):
"""p=pattern(x,y,width,height,patternUnits,**args)
@@ -613,6 +629,7 @@ class pattern(SVGelement):
graphic object which can be replicated ("tiled") at fixed intervals
in x and y to cover the areas to be painted.
"""
+
def __init__(self, x=None, y=None, width=None, height=None,patternUnits=None,**args):
SVGelement.__init__(self, 'pattern', **args)
if x != None:
@@ -626,34 +643,40 @@ class pattern(SVGelement):
if patternUnits != None:
self.attributes['patternUnits'] = patternUnits
+
class title(SVGelement):
"""t=title(text,**args)
a title is a text element. The text is displayed in the title bar
add at least one to the root svg element
"""
+
def __init__(self, text=None, **args):
SVGelement.__init__(self, 'title', **args)
if text != None:
self.text = text
+
class description(SVGelement):
"""d=description(text,**args)
a description can be added to any element and is used for a tooltip
Add this element before adding other elements.
"""
+
def __init__(self, text=None, **args):
SVGelement.__init__(self, 'desc', **args)
if text != None:
self.text = text
+
class lineargradient(SVGelement):
"""lg=lineargradient(x1,y1,x2,y2,id,**args)
defines a lineargradient using two xy pairs.
stop elements van be added to define the gradient colors.
"""
+
def __init__(self, x1=None, y1=None, x2=None, y2=None,id=None,**args):
SVGelement.__init__(self, 'linearGradient', **args)
if x1 != None:
@@ -667,12 +690,14 @@ class lineargradient(SVGelement):
if id != None:
self.attributes['id'] = id
+
class radialgradient(SVGelement):
"""rg=radialgradient(cx,cy,r,fx,fy,id,**args)
defines a radial gradient using a outer circle which are defined by a cx,cy and r and by using a focalpoint.
stop elements van be added to define the gradient colors.
"""
+
def __init__(self, cx=None, cy=None, r=None, fx=None,fy=None,id=None,**args):
SVGelement.__init__(self, 'radialGradient', **args)
if cx != None:
@@ -688,21 +713,25 @@ class radialgradient(SVGelement):
if id != None:
self.attributes['id'] = id
+
class stop(SVGelement):
"""st=stop(offset,stop_color,**args)
Puts a stop color at the specified radius
"""
+
def __init__(self, offset, stop_color=None, **args):
SVGelement.__init__(self, 'stop', {'offset': offset}, **args)
if stop_color != None:
self.attributes['stop-color'] = stop_color
+
class style(SVGelement):
"""st=style(type,cdata=None,**args)
Add a CDATA element to this element for defing in line stylesheets etc..
"""
+
def __init__(self, type, cdata=None, **args):
SVGelement.__init__(self, 'style', {'type': type}, cdata=cdata, **args)
@@ -712,6 +741,7 @@ class image(SVGelement):
adds an image to the drawing. Supported formats are .png, .jpg and .svg.
"""
+
def __init__(self, url, x=None, y=None, width=None,height=None,**args):
if width == None or height == None:
raise ValueError('both height and width are required')
@@ -721,11 +751,13 @@ class image(SVGelement):
if y != None:
self.attributes['y'] = y
+
class cursor(SVGelement):
"""c=cursor(url,**args)
defines a custom cursor for a element or a drawing
"""
+
def __init__(self, url, **args):
SVGelement.__init__(self, 'cursor', {'xlink:href': url}, **args)
@@ -736,6 +768,7 @@ class marker(SVGelement):
defines a marker which can be used as an endpoint for a line or other pathtypes
add an element to it which should be used as a marker.
"""
+
def __init__(self, id=None, viewBox=None, refx=None, refy=None,markerWidth=None,markerHeight=None,**args):
SVGelement.__init__(self, 'marker', **args)
if id != None:
@@ -751,17 +784,20 @@ class marker(SVGelement):
if markerHeight != None:
self.attributes['markerHeight'] = markerHeight
+
class group(SVGelement):
"""g=group(id,**args)
a group is defined by an id and is used to contain elements
g.addElement(SVGelement)
"""
+
def __init__(self, id=None, **args):
SVGelement.__init__(self, 'g', **args)
if id != None:
self.attributes['id'] = id
+
class symbol(SVGelement):
"""sy=symbol(id,viewbox,**args)
@@ -778,14 +814,17 @@ class symbol(SVGelement):
if viewBox != None:
self.attributes['viewBox'] = _viewboxlist(viewBox)
+
class defs(SVGelement):
"""d=defs(**args)
container for defining elements
"""
+
def __init__(self, **args):
SVGelement.__init__(self, 'defs', **args)
+
class switch(SVGelement):
"""sw=switch(**args)
@@ -793,6 +832,7 @@ class switch(SVGelement):
requiredFeatures, requiredExtensions and systemLanguage.
Refer to the SVG specification for details.
"""
+
def __init__(self, **args):
SVGelement.__init__(self, 'switch', **args)
@@ -802,6 +842,7 @@ class use(SVGelement):
references a symbol by linking to its id and its position, height and width
"""
+
def __init__(self, link, x=None, y=None, width=None,height=None,**args):
SVGelement.__init__(self, 'use', {'xlink:href': link}, **args)
if x != None:
@@ -821,32 +862,39 @@ class link(SVGelement):
a link is defined by a hyperlink. add elements which have to be linked
a.addElement(SVGelement)
"""
+
def __init__(self, link='', **args):
SVGelement.__init__(self, 'a', {'xlink:href': link}, **args)
+
class view(SVGelement):
"""v=view(id,**args)
a view can be used to create a view with different attributes"""
+
def __init__(self, id=None, **args):
SVGelement.__init__(self, 'view', **args)
if id != None:
self.attributes['id'] = id
+
class script(SVGelement):
"""sc=script(type,type,cdata,**args)
adds a script element which contains CDATA to the SVG drawing
"""
+
def __init__(self, type, cdata=None, **args):
SVGelement.__init__(self, 'script', {'type': type}, cdata=cdata, **args)
+
class animate(SVGelement):
"""an=animate(attribute,from,to,during,**args)
animates an attribute.
"""
+
def __init__(self, attribute, fr=None, to=None, dur=None,**args):
SVGelement.__init__(self, 'animate', {'attributeName': attribute}, **args)
if fr != None:
@@ -856,11 +904,13 @@ class animate(SVGelement):
if dur != None:
self.attributes['dur'] = dur
+
class animateMotion(SVGelement):
"""an=animateMotion(pathdata,dur,**args)
animates a SVGelement over the given path in dur seconds
"""
+
def __init__(self, pathdata, dur, **args):
SVGelement.__init__(self, 'animateMotion', **args)
if pathdata != None:
@@ -868,11 +918,13 @@ class animateMotion(SVGelement):
if dur != None:
self.attributes['dur'] = dur
+
class animateTransform(SVGelement):
"""antr=animateTransform(type,from,to,dur,**args)
transform an element from and to a value.
"""
+
def __init__(self, type=None, fr=None, to=None, dur=None,**args):
SVGelement.__init__(self, 'animateTransform', {'attributeName': 'transform'}, **args)
# As far as I know the attributeName is always transform
@@ -884,11 +936,14 @@ class animateTransform(SVGelement):
self.attributes['to'] = to
if dur != None:
self.attributes['dur'] = dur
+
+
class animateColor(SVGelement):
"""ac=animateColor(attribute,type,from,to,dur,**args)
Animates the color of a element
"""
+
def __init__(self, attribute, type=None, fr=None, to=None,dur=None,**args):
SVGelement.__init__(self, 'animateColor', {'attributeName': attribute}, **args)
if type != None:
@@ -899,11 +954,14 @@ class animateColor(SVGelement):
self.attributes['to'] = to
if dur != None:
self.attributes['dur'] = dur
+
+
class set(SVGelement):
"""st=set(attribute,to,during,**args)
sets an attribute to a value for a
"""
+
def __init__(self, attribute, to=None, dur=None, **args):
SVGelement.__init__(self, 'set', {'attributeName': attribute}, **args)
if to != None:
@@ -912,7 +970,6 @@ class set(SVGelement):
self.attributes['dur'] = dur
-
class svg(SVGelement):
"""s=svg(viewbox,width,height,**args)
@@ -928,6 +985,7 @@ class svg(SVGelement):
d.setSVG(s)
d.toXml()
"""
+
def __init__(self, viewBox=None, width=None, height=None, **args):
SVGelement.__init__(self, 'svg', **args)
if viewBox != None:
@@ -938,6 +996,7 @@ class svg(SVGelement):
self.attributes['height'] = height
self.namespace = "http://www.w3.org/2000/svg"
+
class drawing:
"""d=drawing()
@@ -952,6 +1011,7 @@ class drawing:
def __init__(self, entity={}):
self.svg = None
self.entity = entity
+
def setSVG(self, svg):
self.svg = svg
# Voeg een element toe aan de grafiek toe.
@@ -1005,6 +1065,7 @@ class drawing:
root = implementation.createDocument(None, None, doctype)
# Create the xml document.
global appender
+
def appender(element, elementroot):
"""This recursive function appends elements to an element and sets the attributes
and type. It stops when alle elements have been appended"""
@@ -1053,6 +1114,7 @@ class drawing:
f.close()
except:
print(("Cannot write SVG file: " + filename))
+
def validate(self):
try:
import xml.parsers.xmlproc.xmlval
@@ -1066,9 +1128,10 @@ class drawing:
raise Exception("SVG is not well formed, see messages above")
else:
print("SVG well formed")
-if __name__ == '__main__':
+if __name__ == '__main__':
+
d = drawing()
s = svg((0, 0, 100, 100))
r = rect(-100, -100, 300, 300, 'cyan')
diff --git a/wqflask/utility/temp_data.py b/wqflask/utility/temp_data.py
index 2088ba9a..07c5a318 100644
--- a/wqflask/utility/temp_data.py
+++ b/wqflask/utility/temp_data.py
@@ -2,6 +2,7 @@ from redis import Redis
import simplejson as json
+
class TempData:
def __init__(self, temp_uuid):
diff --git a/wqflask/utility/tools.py b/wqflask/utility/tools.py
index 9b751344..4fe4db08 100644
--- a/wqflask/utility/tools.py
+++ b/wqflask/utility/tools.py
@@ -13,11 +13,13 @@ logger = logging.getLogger(__name__)
OVERRIDES = {}
+
def app_set(command_id, value):
"""Set application wide value"""
app.config.setdefault(command_id, value)
return value
+
def get_setting(command_id, guess=None):
"""Resolve a setting from the environment or the global settings in
app.config, with valid_path is a function checking whether the
@@ -66,12 +68,14 @@ def get_setting(command_id, guess=None):
# print("Set "+command_id+"="+str(command))
return command
+
def get_setting_bool(id):
v = get_setting(id)
if v not in [0, False, 'False', 'FALSE', None]:
return True
return False
+
def get_setting_int(id):
v = get_setting(id)
if isinstance(v, str):
@@ -80,21 +84,25 @@ def get_setting_int(id):
return 0
return v
+
def valid_bin(bin):
if os.path.islink(bin) or valid_file(bin):
return bin
return None
+
def valid_file(fn):
if os.path.isfile(fn):
return fn
return None
+
def valid_path(dir):
if os.path.isdir(dir):
return dir
return None
+
def js_path(module=None):
"""
Find the JS module in the two paths
@@ -107,38 +115,47 @@ def js_path(module=None):
return try_guix
raise "No JS path found for " + module + " (if not in Guix check JS_GN_PATH)"
+
def reaper_command(guess=None):
return get_setting("REAPER_COMMAND", guess)
+
def gemma_command(guess=None):
return assert_bin(get_setting("GEMMA_COMMAND", guess))
+
def gemma_wrapper_command(guess=None):
return assert_bin(get_setting("GEMMA_WRAPPER_COMMAND", guess))
+
def plink_command(guess=None):
return assert_bin(get_setting("PLINK_COMMAND", guess))
+
def flat_file_exists(subdir):
base = get_setting("GENENETWORK_FILES")
return valid_path(base + "/" + subdir)
+
def flat_files(subdir=None):
base = get_setting("GENENETWORK_FILES")
if subdir:
return assert_dir(base + "/" + subdir)
return assert_dir(base)
+
def assert_bin(fn):
if not valid_bin(fn):
raise Exception("ERROR: can not find binary " + fn)
return fn
+
def assert_dir(dir):
if not valid_path(dir):
raise Exception("ERROR: can not find directory " + dir)
return dir
+
def assert_writable_dir(dir):
try:
fn = dir + "/test.txt"
@@ -150,16 +167,19 @@ def assert_writable_dir(dir):
raise Exception('Unable to write test.txt to directory ' + dir)
return dir
+
def assert_file(fn):
if not valid_file(fn):
raise Exception('Unable to find file ' + fn)
return fn
+
def mk_dir(dir):
if not valid_path(dir):
os.makedirs(dir)
return assert_dir(dir)
+
def locate(name, subdir=None):
"""
Locate a static flat file in the GENENETWORK_FILES environment.
@@ -179,9 +199,11 @@ def locate(name, subdir=None):
if subdir: sys.stderr.write(subdir)
raise Exception("Can not locate " + name + " in " + base)
+
def locate_phewas(name, subdir=None):
return locate(name, '/phewas/' + subdir)
+
def locate_ignore_error(name, subdir=None):
"""
Locate a static flat file in the GENENETWORK_FILES environment.
@@ -200,17 +222,20 @@ def locate_ignore_error(name, subdir=None):
logger.info("WARNING: file " + name + " not found\n")
return None
+
def tempdir():
"""
Get UNIX TMPDIR by default
"""
return valid_path(get_setting("TMPDIR", "/tmp"))
+
BLUE = '\033[94m'
GREEN = '\033[92m'
BOLD = '\033[1m'
ENDC = '\033[0m'
+
def show_settings():
from utility.tools import LOG_LEVEL
diff --git a/wqflask/utility/type_checking.py b/wqflask/utility/type_checking.py
index 662bf794..00f14ba9 100644
--- a/wqflask/utility/type_checking.py
+++ b/wqflask/utility/type_checking.py
@@ -7,6 +7,7 @@ def is_float(value):
except:
return False
+
def is_int(value):
try:
int(value)
@@ -14,6 +15,7 @@ def is_int(value):
except:
return False
+
def is_str(value):
if value is None:
return False
@@ -23,18 +25,21 @@ def is_str(value):
except:
return False
+
def get_float(vars_obj, name, default=None):
if name in vars_obj:
if is_float(vars_obj[name]):
return float(vars_obj[name])
return default
+
def get_int(vars_obj, name, default=None):
if name in vars_obj:
if is_int(vars_obj[name]):
return float(vars_obj[name])
return default
+
def get_string(vars_obj, name, default=None):
if name in vars_obj:
if not vars_obj[name] is None:
diff --git a/wqflask/utility/webqtlUtil.py b/wqflask/utility/webqtlUtil.py
index ed59b0eb..f355a865 100644
--- a/wqflask/utility/webqtlUtil.py
+++ b/wqflask/utility/webqtlUtil.py
@@ -64,6 +64,7 @@ ParInfo = {
# Accessory Functions
#########################################
+
def genRandStr(prefix="", length=8, chars=string.ascii_letters + string.digits):
from random import choice
_str = prefix[:]
@@ -71,6 +72,7 @@ def genRandStr(prefix="", length=8, chars=string.ascii_letters + string.digits):
_str += choice(chars)
return _str
+
def ListNotNull(lst):
'''Obsolete - Use built in function any (or all or whatever)
@@ -83,6 +85,7 @@ def ListNotNull(lst):
return 1
return None
+
def readLineCSV(line): # dcrowell July 2008
"""Parses a CSV string of text and returns a list containing each element as a string.
Used by correlationPage"""
@@ -91,6 +94,7 @@ def readLineCSV(line): # dcrowell July 2008
returnList[0] = returnList[0][1:]
return returnList
+
def cmpEigenValue(A, B):
try:
if A[0] > B[0]:
@@ -102,6 +106,7 @@ def cmpEigenValue(A, B):
except:
return 0
+
def hasAccessToConfidentialPhenotypeTrait(privilege, userName, authorized_users):
access_to_confidential_phenotype_trait = 0
if webqtlConfig.USERDICT[privilege] > webqtlConfig.USERDICT['user']:
diff --git a/wqflask/wqflask/__init__.py b/wqflask/wqflask/__init__.py
index bab87115..712517a3 100644
--- a/wqflask/wqflask/__init__.py
+++ b/wqflask/wqflask/__init__.py
@@ -30,6 +30,7 @@ app.register_blueprint(policies_blueprint, url_prefix="/policies")
app.register_blueprint(environments_blueprint, url_prefix="/environments")
app.register_blueprint(facilities_blueprint, url_prefix="/facilities")
+
@app.before_request
def before_request():
g.request_start_time = time.time()
diff --git a/wqflask/wqflask/api/correlation.py b/wqflask/wqflask/api/correlation.py
index e0b7fea0..f1dd148f 100644
--- a/wqflask/wqflask/api/correlation.py
+++ b/wqflask/wqflask/api/correlation.py
@@ -18,6 +18,7 @@ from utility.benchmark import Bench
import utility.logger
logger = utility.logger.getLogger(__name__)
+
def do_correlation(start_vars):
assert('db' in start_vars)
assert('target_db' in start_vars)
@@ -66,6 +67,7 @@ def do_correlation(start_vars):
return final_results
+
def calculate_results(this_trait, this_dataset, target_dataset, corr_params):
corr_results = {}
@@ -91,6 +93,7 @@ def calculate_results(this_trait, this_dataset, target_dataset, corr_params):
return sorted_results
+
def do_tissue_correlation_for_all_traits(this_trait, trait_symbol_dict, corr_params, tissue_dataset_id=1):
# Gets tissue expression values for the primary trait
primary_trait_tissue_vals_dict = correlation_functions.get_trait_symbol_and_tissue_values(symbol_list=[this_trait.symbol])
@@ -113,6 +116,7 @@ def do_tissue_correlation_for_all_traits(this_trait, trait_symbol_dict, corr_par
return tissue_corr_data
+
def do_literature_correlation_for_all_traits(this_trait, target_dataset, trait_geneid_dict, corr_params):
input_trait_mouse_gene_id = convert_to_mouse_gene_id(target_dataset.group.species.lower(), this_trait.geneid)
@@ -145,6 +149,7 @@ def do_literature_correlation_for_all_traits(this_trait, target_dataset, trait_g
return lit_corr_data
+
def get_sample_r_and_p_values(this_trait, this_dataset, target_vals, target_dataset, type):
"""
Calculates the sample r (or rho) and p-value
@@ -176,6 +181,7 @@ def get_sample_r_and_p_values(this_trait, this_dataset, target_vals, target_data
else:
return [sample_r, sample_p, num_overlap]
+
def convert_to_mouse_gene_id(species=None, gene_id=None):
"""If the species is rat or human, translate the gene_id to the mouse geneid
@@ -212,6 +218,7 @@ def convert_to_mouse_gene_id(species=None, gene_id=None):
return mouse_gene_id
+
def init_corr_params(start_vars):
method = "pearson"
if 'method' in start_vars:
diff --git a/wqflask/wqflask/api/mapping.py b/wqflask/wqflask/api/mapping.py
index fbfbc879..662090d5 100644
--- a/wqflask/wqflask/api/mapping.py
+++ b/wqflask/wqflask/api/mapping.py
@@ -10,6 +10,7 @@ from wqflask.marker_regression import gemma_mapping, rqtl_mapping, qtlreaper_map
import utility.logger
logger = utility.logger.getLogger(__name__)
+
def do_mapping_for_api(start_vars):
assert('db' in start_vars)
assert('trait_id' in start_vars)
@@ -74,7 +75,6 @@ def do_mapping_for_api(start_vars):
return result_markers, None
-
def initialize_parameters(start_vars, dataset, this_trait):
mapping_params = {}
diff --git a/wqflask/wqflask/api/router.py b/wqflask/wqflask/api/router.py
index b0559a07..4f9cc6e5 100644
--- a/wqflask/wqflask/api/router.py
+++ b/wqflask/wqflask/api/router.py
@@ -27,10 +27,12 @@ logger = utility.logger.getLogger(__name__)
version = "pre1"
+
@app.route("/api/v_{}/".format(version))
def hello_world():
return flask.jsonify({"hello": "world"})
+
@app.route("/api/v_{}/species".format(version))
def get_species_list():
results = g.db.execute("SELECT SpeciesId, Name, FullName, TaxonomyId FROM Species;")
@@ -47,6 +49,7 @@ def get_species_list():
return flask.jsonify(species_list)
+
@app.route("/api/v_{}/species/".format(version))
@app.route("/api/v_{}/species/.".format(version))
def get_species_info(species_name, file_format="json"):
@@ -64,6 +67,7 @@ def get_species_info(species_name, file_format="json"):
return flask.jsonify(species_dict)
+
@app.route("/api/v_{}/groups".format(version))
@app.route("/api/v_{}/groups/".format(version))
def get_groups_list(species_name=None):
@@ -102,6 +106,7 @@ def get_groups_list(species_name=None):
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
+
@app.route("/api/v_{}/group/".format(version))
@app.route("/api/v_{}/group/.".format(version))
@app.route("/api/v_{}/group//".format(version))
@@ -145,6 +150,7 @@ def get_group_info(group_name, species_name=None, file_format="json"):
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
+
@app.route("/api/v_{}/datasets/".format(version))
@app.route("/api/v_{}/datasets//".format(version))
def get_datasets_for_group(group_name, species_name=None):
@@ -197,6 +203,7 @@ def get_datasets_for_group(group_name, species_name=None):
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
+
@app.route("/api/v_{}/dataset/".format(version))
@app.route("/api/v_{}/dataset/.".format(version))
@app.route("/api/v_{}/dataset//".format(version))
@@ -302,6 +309,7 @@ def get_dataset_info(dataset_name, group_name=None, file_format="json"):
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
+
@app.route("/api/v_{}/traits/".format(version), methods=("GET",))
@app.route("/api/v_{}/traits/.".format(version), methods=("GET",))
def fetch_traits(dataset_name, file_format="json"):
@@ -430,6 +438,7 @@ def fetch_traits(dataset_name, file_format="json"):
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
+
@app.route("/api/v_{}/sample_data/".format(version))
@app.route("/api/v_{}/sample_data/.".format(version))
def all_sample_data(dataset_name, file_format="csv"):
@@ -536,6 +545,7 @@ def all_sample_data(dataset_name, file_format="csv"):
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
+
@app.route("/api/v_{}/sample_data//".format(version))
@app.route("/api/v_{}/sample_data//.".format(version))
def trait_sample_data(dataset_name, trait_name, file_format="json"):
@@ -625,6 +635,7 @@ def trait_sample_data(dataset_name, trait_name, file_format="json"):
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
+
@app.route("/api/v_{}/trait//".format(version))
@app.route("/api/v_{}/trait//.".format(version))
@app.route("/api/v_{}/trait_info//".format(version))
@@ -694,6 +705,7 @@ def get_trait_info(dataset_name, trait_name, file_format="json"):
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
+
@app.route("/api/v_{}/correlation".format(version), methods=("GET",))
def get_corr_results():
results = correlation.do_correlation(request.args)
@@ -703,6 +715,7 @@ def get_corr_results():
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
+
@app.route("/api/v_{}/mapping".format(version), methods=("GET",))
def get_mapping_results():
results, format = mapping.do_mapping_for_api(request.args)
@@ -726,6 +739,7 @@ def get_mapping_results():
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
+
@app.route("/api/v_{}/genotypes///.zip".format(version))
@app.route("/api/v_{}/genotypes///".format(version))
@app.route("/api/v_{}/genotypes//.zip".format(version))
@@ -813,6 +827,7 @@ def get_genotypes(group_name, file_format="csv", dataset_name=None):
return output
+
@app.route("/api/v_{}/gen_dropdown".format(version), methods=("GET",))
def gen_dropdown_menu():
results = gen_menu.gen_dropdown_json()
@@ -822,6 +837,7 @@ def gen_dropdown_menu():
else:
return return_error(code=500, source=request.url_rule.rule, title="Some error occurred", details="")
+
def return_error(code, source, title, details):
json_ob = {"errors": [
{
@@ -834,6 +850,7 @@ def return_error(code, source, title, details):
return flask.jsonify(json_ob)
+
def get_dataset_trait_ids(dataset_name, start_vars):
if 'limit_to' in start_vars:
@@ -906,6 +923,7 @@ def get_dataset_trait_ids(dataset_name, start_vars):
dataset_id = results[0][2]
return trait_ids, trait_names, data_type, dataset_id
+
def get_samplelist(dataset_name):
group_id = get_group_id_from_dataset(dataset_name)
@@ -922,6 +940,7 @@ def get_samplelist(dataset_name):
return samplelist
+
def get_group_id_from_dataset(dataset_name):
if "Publish" in dataset_name:
query = """
@@ -962,6 +981,7 @@ def get_group_id_from_dataset(dataset_name):
else:
return None
+
def get_group_id(group_name):
query = """
SELECT InbredSet.Id
diff --git a/wqflask/wqflask/collect.py b/wqflask/wqflask/collect.py
index 6a1b88ca..61f73106 100644
--- a/wqflask/wqflask/collect.py
+++ b/wqflask/wqflask/collect.py
@@ -40,6 +40,7 @@ def process_traits(unprocessed_traits):
return traits
+
def report_change(len_before, len_now):
new_length = len_now - len_before
if new_length:
@@ -48,6 +49,7 @@ def report_change(len_before, len_now):
else:
logger.debug("No new traits were added.")
+
@app.route("/collections/store_trait_list", methods=('POST',))
def store_traits_list():
params = request.form
@@ -59,6 +61,7 @@ def store_traits_list():
return hash
+
@app.route("/collections/add")
def collections_add():
@@ -82,6 +85,7 @@ def collections_add():
collections=collections,
)
+
@app.route("/collections/new")
def collections_new():
params = request.args
@@ -118,6 +122,7 @@ def collections_new():
# CauseAnError
pass
+
def create_new(collection_name):
params = request.args
@@ -133,6 +138,7 @@ def create_new(collection_name):
return redirect(url_for('view_collection', uc_id=uc_id))
+
@app.route("/collections/list")
def list_collections():
params = request.args
@@ -143,6 +149,7 @@ def list_collections():
collections=user_collections,
)
+
@app.route("/collections/remove", methods=('POST',))
def remove_traits():
params = request.form
@@ -216,6 +223,7 @@ def view_collection():
**collection_info
)
+
@app.route("/collections/change_name", methods=('POST',))
def change_collection_name():
params = request.form
diff --git a/wqflask/wqflask/correlation/corr_scatter_plot.py b/wqflask/wqflask/correlation/corr_scatter_plot.py
index 22941ad5..6afea715 100644
--- a/wqflask/wqflask/correlation/corr_scatter_plot.py
+++ b/wqflask/wqflask/correlation/corr_scatter_plot.py
@@ -11,6 +11,7 @@ import numpy as np
import utility.logger
logger = utility.logger.getLogger(__name__)
+
class CorrScatterPlot:
"""Page that displays a correlation scatterplot with a line fitted to it"""
diff --git a/wqflask/wqflask/correlation/show_corr_results.py b/wqflask/wqflask/correlation/show_corr_results.py
index 051ac1cb..e2fe1ff4 100644
--- a/wqflask/wqflask/correlation/show_corr_results.py
+++ b/wqflask/wqflask/correlation/show_corr_results.py
@@ -172,7 +172,6 @@ class CorrelationResults:
self.correlation_data = collections.OrderedDict(sorted(list(self.correlation_data.items()),
key=lambda t: -abs(t[1][0])))
-
# ZS: Convert min/max chromosome to an int for the location range option
range_chr_as_int = None
for order_id, chr_info in list(self.dataset.species.chromosomes.chromosomes.items()):
@@ -348,7 +347,6 @@ class CorrelationResults:
else:
trait.lit_corr = 0
-
def do_lit_correlation_for_all_traits(self):
input_trait_mouse_gene_id = self.convert_to_mouse_gene_id(self.dataset.group.species.lower(), self.this_trait.geneid)
@@ -484,6 +482,7 @@ def do_bicor(this_trait_vals, target_trait_vals):
return the_r, the_p
+
def generate_corr_json(corr_results, this_trait, dataset, target_dataset, for_api=False):
results_list = []
for i, trait in enumerate(corr_results):
@@ -574,6 +573,7 @@ def generate_corr_json(corr_results, this_trait, dataset, target_dataset, for_ap
return json.dumps(results_list)
+
def get_header_fields(data_type, corr_method):
if data_type == "ProbeSet":
if corr_method == "spearman":
diff --git a/wqflask/wqflask/correlation_matrix/show_corr_matrix.py b/wqflask/wqflask/correlation_matrix/show_corr_matrix.py
index 94c8931f..331cb1dc 100644
--- a/wqflask/wqflask/correlation_matrix/show_corr_matrix.py
+++ b/wqflask/wqflask/correlation_matrix/show_corr_matrix.py
@@ -233,6 +233,7 @@ class CorrelationMatrix:
loadings_array.append(loadings_row)
return loadings_array
+
def export_corr_matrix(corr_results):
corr_matrix_filename = "corr_matrix_" + ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(6))
matrix_export_path = "{}{}.csv".format(GENERATED_TEXT_DIR, corr_matrix_filename)
@@ -263,6 +264,7 @@ def export_corr_matrix(corr_results):
return corr_matrix_filename, matrix_export_path
+
def zScore(trait_data_array):
NN = len(trait_data_array[0])
if NN < 10:
@@ -283,6 +285,7 @@ def zScore(trait_data_array):
i += 1
return trait_data_array
+
def sortEigenVectors(vector):
try:
eigenValues = vector[0].tolist()
diff --git a/wqflask/wqflask/ctl/ctl_analysis.py b/wqflask/wqflask/ctl/ctl_analysis.py
index 2fa90a93..ec66e59f 100644
--- a/wqflask/wqflask/ctl/ctl_analysis.py
+++ b/wqflask/wqflask/ctl/ctl_analysis.py
@@ -39,6 +39,7 @@ r_write_table = ro.r["write.table"] # Map the write.table function
r_data_frame = ro.r["data.frame"] # Map the write.table function
r_as_numeric = ro.r["as.numeric"] # Map the write.table function
+
class CTL:
def __init__(self):
logger.info("Initialization of CTL")
diff --git a/wqflask/wqflask/database.py b/wqflask/wqflask/database.py
index b6e85494..e743c4b3 100644
--- a/wqflask/wqflask/database.py
+++ b/wqflask/wqflask/database.py
@@ -17,6 +17,7 @@ db_session = scoped_session(sessionmaker(autocommit=False,
Base = declarative_base()
Base.query = db_session.query_property()
+
def init_db():
# import all modules here that might define models so that
# they will be registered properly on the metadata. Otherwise
@@ -27,4 +28,5 @@ def init_db():
Base.metadata.create_all(bind=engine)
logger.info("Done creating all model metadata")
+
init_db()
diff --git a/wqflask/wqflask/db_info.py b/wqflask/wqflask/db_info.py
index 25e624ef..c7558ed8 100644
--- a/wqflask/wqflask/db_info.py
+++ b/wqflask/wqflask/db_info.py
@@ -90,6 +90,7 @@ class InfoPage:
except Exception as e:
pass
+
def process_query_results(results):
info_ob = {
'info_page_name': results[0],
diff --git a/wqflask/wqflask/do_search.py b/wqflask/wqflask/do_search.py
index 115182e4..7442dc72 100644
--- a/wqflask/wqflask/do_search.py
+++ b/wqflask/wqflask/do_search.py
@@ -73,6 +73,7 @@ class DoSearch:
else:
return None
+
class MrnaAssaySearch(DoSearch):
"""A search within an expression dataset, including mRNA, protein, SNP, but not phenotype or metabolites"""
@@ -296,6 +297,7 @@ class PhenotypeSearch(DoSearch):
return self.execute(query)
+
class GenotypeSearch(DoSearch):
"""A search within a genotype dataset"""
@@ -339,7 +341,6 @@ class GenotypeSearch(DoSearch):
from_clause = self.normalize_spaces(from_clause)
-
if self.search_term[0] == "*":
query = (self.base_query +
"""WHERE Geno.Id = GenoXRef.GenoId
@@ -367,6 +368,7 @@ class GenotypeSearch(DoSearch):
return self.execute(self.query)
+
class RifSearch(MrnaAssaySearch):
"""Searches for traits with a Gene RIF entry including the search term."""
@@ -390,6 +392,7 @@ class RifSearch(MrnaAssaySearch):
return self.execute(query)
+
class WikiSearch(MrnaAssaySearch):
"""Searches GeneWiki for traits other people have annotated"""
@@ -415,6 +418,7 @@ class WikiSearch(MrnaAssaySearch):
return self.execute(query)
+
class GoSearch(MrnaAssaySearch):
"""Searches for synapse-associated genes listed in the Gene Ontology."""
@@ -449,6 +453,8 @@ class GoSearch(MrnaAssaySearch):
return self.execute(query)
# ZS: Not sure what the best way to deal with LRS searches is
+
+
class LrsSearch(DoSearch):
"""Searches for genes with a QTL within the given LRS values
@@ -526,7 +532,6 @@ class LrsSearch(DoSearch):
return where_clause
-
def run(self):
self.from_clause = self.get_from_clause()
@@ -550,6 +555,7 @@ class MrnaLrsSearch(LrsSearch, MrnaAssaySearch):
return self.execute(self.query)
+
class PhenotypeLrsSearch(LrsSearch, PhenotypeSearch):
for search_key in ('LRS', 'LOD'):
@@ -649,6 +655,7 @@ class CisTransLrsSearch(DoSearch):
return where_clause
+
class CisLrsSearch(CisTransLrsSearch, MrnaAssaySearch):
"""
Searches for genes on a particular chromosome with a cis-eQTL within the given LRS values
@@ -680,6 +687,7 @@ class CisLrsSearch(CisTransLrsSearch, MrnaAssaySearch):
return self.execute(self.query)
+
class TransLrsSearch(CisTransLrsSearch, MrnaAssaySearch):
"""Searches for genes on a particular chromosome with a cis-eQTL within the given LRS values
@@ -744,6 +752,7 @@ class MeanSearch(MrnaAssaySearch):
return self.execute(self.query)
+
class RangeSearch(MrnaAssaySearch):
"""Searches for genes with a range of expression varying between two values"""
@@ -779,6 +788,7 @@ class RangeSearch(MrnaAssaySearch):
return self.execute(self.query)
+
class PositionSearch(DoSearch):
"""Searches for genes/markers located within a specified range on a specified chromosome"""
@@ -800,7 +810,6 @@ class PositionSearch(DoSearch):
self.dataset.type,
max(self.mb_min, self.mb_max))
-
return where_clause
def get_chr(self):
@@ -819,6 +828,7 @@ class PositionSearch(DoSearch):
return self.execute(self.query)
+
class MrnaPositionSearch(PositionSearch, MrnaAssaySearch):
"""Searches for genes located within a specified range on a specified chromosome"""
@@ -832,6 +842,7 @@ class MrnaPositionSearch(PositionSearch, MrnaAssaySearch):
return self.execute(self.query)
+
class GenotypePositionSearch(PositionSearch, GenotypeSearch):
"""Searches for genes located within a specified range on a specified chromosome"""
@@ -845,6 +856,7 @@ class GenotypePositionSearch(PositionSearch, GenotypeSearch):
return self.execute(self.query)
+
class PvalueSearch(MrnaAssaySearch):
"""Searches for traits with a permutationed p-value between low and high"""
@@ -878,6 +890,7 @@ class PvalueSearch(MrnaAssaySearch):
logger.sql(self.query)
return self.execute(self.query)
+
class AuthorSearch(PhenotypeSearch):
"""Searches for phenotype traits with specified author(s)"""
@@ -900,6 +913,7 @@ def is_number(s):
except ValueError:
return False
+
def get_aliases(symbol, species):
if species == "mouse":
symbol_string = symbol.capitalize()
@@ -923,6 +937,7 @@ def get_aliases(symbol, species):
return filtered_aliases
+
if __name__ == "__main__":
# Usually this will be used as a library, but call it from the command line for testing
# And it runs the code below
diff --git a/wqflask/wqflask/docs.py b/wqflask/wqflask/docs.py
index 207767c4..81424b9c 100644
--- a/wqflask/wqflask/docs.py
+++ b/wqflask/wqflask/docs.py
@@ -5,6 +5,7 @@ from flask import g
from utility.logger import getLogger
logger = getLogger(__name__)
+
class Docs:
def __init__(self, entry, start_vars={}):
@@ -23,7 +24,6 @@ class Docs:
self.title = result[0]
self.content = result[1].decode("utf-8")
-
self.editable = "false"
# ZS: Removing option to edit to see if text still gets vandalized
try:
diff --git a/wqflask/wqflask/export_traits.py b/wqflask/wqflask/export_traits.py
index 95c20673..d0745ef7 100644
--- a/wqflask/wqflask/export_traits.py
+++ b/wqflask/wqflask/export_traits.py
@@ -15,6 +15,7 @@ from pprint import pformat as pf
from utility.logger import getLogger
logger = getLogger(__name__)
+
def export_search_results_csv(targs):
table_data = json.loads(targs['export_data'])
@@ -132,6 +133,7 @@ def export_search_results_csv(targs):
return file_list
+
def sort_traits_by_group(trait_list=[]):
traits_by_group = {}
for trait in trait_list:
diff --git a/wqflask/wqflask/external_tools/send_to_bnw.py b/wqflask/wqflask/external_tools/send_to_bnw.py
index 9836eb9c..1556c6a0 100644
--- a/wqflask/wqflask/external_tools/send_to_bnw.py
+++ b/wqflask/wqflask/external_tools/send_to_bnw.py
@@ -24,6 +24,7 @@ from utility import helper_functions, corr_result_helpers
import utility.logger
logger = utility.logger.getLogger(__name__)
+
class SendToBNW:
def __init__(self, start_vars):
trait_db_list = [trait.strip() for trait in start_vars['trait_list'].split(',')]
diff --git a/wqflask/wqflask/external_tools/send_to_geneweaver.py b/wqflask/wqflask/external_tools/send_to_geneweaver.py
index 36f1b8e5..c55c43e6 100644
--- a/wqflask/wqflask/external_tools/send_to_geneweaver.py
+++ b/wqflask/wqflask/external_tools/send_to_geneweaver.py
@@ -29,6 +29,7 @@ from utility import helper_functions, corr_result_helpers
import utility.logger
logger = utility.logger.getLogger(__name__)
+
class SendToGeneWeaver:
def __init__(self, start_vars):
trait_db_list = [trait.strip() for trait in start_vars['trait_list'].split(',')]
@@ -58,6 +59,7 @@ class SendToGeneWeaver:
'list': ",".join(trait_name_list),
}
+
def get_trait_name_list(trait_list):
name_list = []
for trait_db in trait_list:
@@ -65,6 +67,7 @@ def get_trait_name_list(trait_list):
return name_list
+
def test_chip(trait_list):
final_chip_name = ""
diff --git a/wqflask/wqflask/external_tools/send_to_webgestalt.py b/wqflask/wqflask/external_tools/send_to_webgestalt.py
index f50eeb8b..6b78725c 100644
--- a/wqflask/wqflask/external_tools/send_to_webgestalt.py
+++ b/wqflask/wqflask/external_tools/send_to_webgestalt.py
@@ -29,6 +29,7 @@ from utility import helper_functions, corr_result_helpers
import utility.logger
logger = utility.logger.getLogger(__name__)
+
class SendToWebGestalt:
def __init__(self, start_vars):
trait_db_list = [trait.strip() for trait in start_vars['trait_list'].split(',')]
@@ -69,6 +70,7 @@ class SendToWebGestalt:
else:
self.hidden_vars['organism'] = "others"
+
def test_chip(trait_list):
final_chip_name = ""
@@ -113,6 +115,7 @@ def test_chip(trait_list):
return chip_name
+
def gen_gene_id_list(trait_list):
trait_name_list = []
gene_id_list = []
diff --git a/wqflask/wqflask/group_manager.py b/wqflask/wqflask/group_manager.py
index f29c0e4d..92a65112 100644
--- a/wqflask/wqflask/group_manager.py
+++ b/wqflask/wqflask/group_manager.py
@@ -12,6 +12,7 @@ from utility.redis_tools import get_user_groups, get_group_info, save_user, crea
from utility.logger import getLogger
logger = getLogger(__name__)
+
@app.route("/groups/manage", methods=('GET', 'POST'))
def manage_groups():
params = request.form if request.form else request.args
@@ -21,6 +22,7 @@ def manage_groups():
admin_groups, member_groups = get_user_groups(g.user_session.user_id)
return render_template("admin/group_manager.html", admin_groups=admin_groups, member_groups=member_groups)
+
@app.route("/groups/view", methods=('GET', 'POST'))
def view_group():
params = request.form if request.form else request.args
@@ -58,6 +60,7 @@ def view_group():
return render_template("admin/view_group.html", group_info=group_info, admins=admins_info, members=members_info, user_is_admin=user_is_admin, resources=resources_info)
+
@app.route("/groups/remove", methods=('POST',))
def remove_groups():
group_ids_to_remove = request.form['selected_group_ids']
@@ -66,6 +69,7 @@ def remove_groups():
return redirect(url_for('manage_groups'))
+
@app.route("/groups/remove_users", methods=('POST',))
def remove_users():
group_id = request.form['group_id']
@@ -77,6 +81,7 @@ def remove_users():
return redirect(url_for('view_group', id=group_id))
+
@app.route("/groups/add_", methods=('POST',))
def add_users(user_type='members'):
group_id = request.form['group_id']
@@ -89,6 +94,7 @@ def add_users(user_type='members'):
return redirect(url_for('view_group', id=group_id))
+
@app.route("/groups/change_name", methods=('POST',))
def change_name():
group_id = request.form['group_id']
@@ -97,6 +103,7 @@ def change_name():
return new_name
+
@app.route("/groups/create", methods=('GET', 'POST'))
def add_or_edit_group():
params = request.form if request.form else request.args
@@ -125,6 +132,8 @@ def add_or_edit_group():
return render_template("admin/create_group.html")
# ZS: Will integrate this later, for now just letting users be added directly
+
+
def send_group_invites(group_id, user_email_list=[], user_type="members"):
for user_email in user_email_list:
user_details = get_user_by_unique_column("email_address", user_email)
diff --git a/wqflask/wqflask/gsearch.py b/wqflask/wqflask/gsearch.py
index 8cb81dcc..a21dae84 100644
--- a/wqflask/wqflask/gsearch.py
+++ b/wqflask/wqflask/gsearch.py
@@ -18,6 +18,7 @@ from utility.type_checking import is_float, is_int, is_str, get_float, get_int,
from utility.logger import getLogger
logger = getLogger(__name__)
+
class GSearch:
def __init__(self, kw):
diff --git a/wqflask/wqflask/heatmap/heatmap.py b/wqflask/wqflask/heatmap/heatmap.py
index f8ef7028..0b477446 100644
--- a/wqflask/wqflask/heatmap/heatmap.py
+++ b/wqflask/wqflask/heatmap/heatmap.py
@@ -14,6 +14,7 @@ Redis = Redis()
logger = getLogger(__name__)
+
class Heatmap:
def __init__(self, start_vars, temp_uuid):
@@ -132,6 +133,7 @@ class Heatmap:
else:
self.trait_results[this_trait.name].append(float(qtl['lrs_value']))
+
def gen_pheno_txt_file(samples, vals, filename):
"""Generates phenotype file for GEMMA"""
@@ -151,6 +153,7 @@ def gen_pheno_txt_file(samples, vals, filename):
values_string = "\t".join(filtered_vals_list)
outfile.write(values_string)
+
def parse_reaper_output(gwa_filename):
included_markers = []
p_values = []
diff --git a/wqflask/wqflask/interval_analyst/GeneUtil.py b/wqflask/wqflask/interval_analyst/GeneUtil.py
index 9779878e..8dd1c7c0 100644
--- a/wqflask/wqflask/interval_analyst/GeneUtil.py
+++ b/wqflask/wqflask/interval_analyst/GeneUtil.py
@@ -4,6 +4,8 @@ from flask import Flask, g
# Just return a list of dictionaries
# each dictionary contains sub-dictionary
+
+
def loadGenes(chrName, diffCol, startMb, endMb, species='mouse'):
fetchFields = ['SpeciesId', 'Id', 'GeneSymbol', 'GeneDescription', 'Chromosome', 'TxStart', 'TxEnd',
'Strand', 'GeneID', 'NM_ID', 'kgID', 'GenBankID', 'UnigenID', 'ProteinID', 'AlignID',
diff --git a/wqflask/wqflask/marker_regression/display_mapping_results.py b/wqflask/wqflask/marker_regression/display_mapping_results.py
index 3753d1ce..5c7b81dd 100644
--- a/wqflask/wqflask/marker_regression/display_mapping_results.py
+++ b/wqflask/wqflask/marker_regression/display_mapping_results.py
@@ -509,9 +509,6 @@ class DisplayMappingResults:
self.graphHeight = self.graphHeight + 2 * (self.NR_INDIVIDUALS + 10) * self.EACH_GENE_HEIGHT
# END HaplotypeAnalyst
-
-
-
#########################
# Get the sorting column
#########################
@@ -1640,7 +1637,6 @@ class DisplayMappingResults:
geneYLocation + 2 *ind*self.EACH_GENE_HEIGHT + 2*self.EACH_GENE_HEIGHT*zoom)),
outline=outlineColor, fill=fillColor)
-
COORDS = "%d, %d, %d, %d" % (geneStartPix, geneYLocation + ind * self.EACH_GENE_HEIGHT, geneEndPix + 1, (geneYLocation + ind * self.EACH_GENE_HEIGHT))
TITLE = "Strain: %s, marker (%s) \n Position %2.3f Mb." % (samplelist[k], _chr[j].name, float(txStart))
HREF = ''
@@ -1663,7 +1659,6 @@ class DisplayMappingResults:
geneYLocation + 7 + 2*ind*self.EACH_GENE_HEIGHT*zoom)),
fill= mylineColor, width=zoom * (self.EACH_GENE_HEIGHT + 2))
-
if lastGene == 0:
draw_rotated_text(
canvas, text="%s" % (_chr[j].name),
@@ -2085,7 +2080,6 @@ class DisplayMappingResults:
im_drawer.line(xy=((xLeftOffset, yZero), (xLeftOffset + plotWidth, yZero)),
fill=BLACK, width=X_AXIS_THICKNESS) # Draw the X axis itself
-
def drawQTL(self, canvas, drawAreaHeight, gifmap, plotXScale, offset=(40, 120, 80, 10), zoom=1, startMb= None, endMb = None):
im_drawer = ImageDraw.Draw(canvas)
xLeftOffset, xRightOffset, yTopOffset, yBottomOffset = offset
@@ -2427,7 +2421,6 @@ class DisplayMappingResults:
yLRS = yZero - (item / LRS_LOD_Max) * LRSHeightThresh
-
if 'lrs_value' in qtlresult:
if self.LRS_LOD == "LOD" or self.LRS_LOD == "-logP":
if qtlresult['lrs_value'] > 460 or qtlresult['lrs_value'] == 'inf':
@@ -2621,7 +2614,6 @@ class DisplayMappingResults:
# , clipX=(xLeftOffset, xLeftOffset + plotWidth)
)
-
# draw additive scale
if not self.multipleInterval and self.additiveChecked:
additiveScaleFont = ImageFont.truetype(font=VERDANA_FILE, size=16 * zoom)
@@ -2653,7 +2645,6 @@ class DisplayMappingResults:
xy=((xLeftOffset, yZero), (xLeftOffset, yTopOffset + 30 * (zoom - 1))),
fill=self.LRS_COLOR, width=1 * zoom) # the blue line running up the y axis
-
def drawGraphBackground(self, canvas, gifmap, offset=(80, 120, 80, 50), zoom=1, startMb= None, endMb = None):
# conditions
# multiple Chromosome view
diff --git a/wqflask/wqflask/marker_regression/plink_mapping.py b/wqflask/wqflask/marker_regression/plink_mapping.py
index e6c78536..22a50bb8 100644
--- a/wqflask/wqflask/marker_regression/plink_mapping.py
+++ b/wqflask/wqflask/marker_regression/plink_mapping.py
@@ -8,11 +8,11 @@ from utility.tools import flat_files, PLINK_COMMAND
import utility.logger
logger = utility.logger.getLogger(__name__)
+
def run_plink(this_trait, dataset, species, vals, maf):
plink_output_filename = webqtlUtil.genRandStr(f"{dataset.group.name}_{this_trait.name}_")
gen_pheno_txt_file(dataset, vals)
-
plink_command = f"{PLINK_COMMAND} --noweb --bfile {flat_files('mapping')}/{dataset.group.name} --no-pheno --no-fid --no-parents --no-sex --maf {maf} --out { TMPDIR}{plink_output_filename} --assoc "
logger.debug("plink_command:", plink_command)
@@ -25,6 +25,7 @@ def run_plink(this_trait, dataset, species, vals, maf):
return dataset.group.markers.markers
+
def gen_pheno_txt_file(this_dataset, vals):
"""Generates phenotype file for GEMMA/PLINK"""
@@ -42,6 +43,7 @@ def gen_pheno_txt_file(this_dataset, vals):
this_val = vals[i]
outfile.write("0 " + line[1] + " " + line[2] + " " + line[3] + " " + line[4] + " " + str(this_val) + "\n")
+
def gen_pheno_txt_file_plink(this_trait, dataset, vals, pheno_filename=''):
ped_sample_list = get_samples_from_ped_file(dataset)
output_file = open(f"{TMPDIR}{pheno_filename}.txt", "wb")
@@ -77,6 +79,8 @@ def gen_pheno_txt_file_plink(this_trait, dataset, vals, pheno_filename=''):
output_file.close()
# get strain name from ped file in order
+
+
def get_samples_from_ped_file(dataset):
ped_file = open(f"{flat_files('mapping')}{dataset.group.name}.ped", "r")
line = ped_file.readline()
@@ -93,6 +97,7 @@ def get_samples_from_ped_file(dataset):
return sample_list
+
def parse_plink_output(output_filename, species):
plink_results = {}
@@ -154,6 +159,8 @@ def parse_plink_output(output_filename, species):
# function: convert line from str to list;
# output: lineList list
#######################################################
+
+
def build_line_list(line=""):
line_list = line.strip().split(' ') # irregular number of whitespaces between columns
line_list = [item for item in line_list if item != '']
diff --git a/wqflask/wqflask/marker_regression/qtlreaper_mapping.py b/wqflask/wqflask/marker_regression/qtlreaper_mapping.py
index dd044cb0..313c40ca 100644
--- a/wqflask/wqflask/marker_regression/qtlreaper_mapping.py
+++ b/wqflask/wqflask/marker_regression/qtlreaper_mapping.py
@@ -8,6 +8,7 @@ from utility.tools import flat_files, REAPER_COMMAND, TEMPDIR
import utility.logger
logger = utility.logger.getLogger(__name__)
+
def run_reaper(this_trait, this_dataset, samples, vals, json_data, num_perm, boot_check, num_bootstrap, do_control, control_marker, manhattan_plot, first_run=True, output_files=None):
"""Generates p-values for each marker using qtlreaper"""
@@ -73,6 +74,7 @@ def run_reaper(this_trait, this_dataset, samples, vals, json_data, num_perm, boo
return (marker_obs, permu_vals, suggestive, significant, bootstrap_vals,
[output_filename, permu_filename, bootstrap_filename])
+
def gen_pheno_txt_file(samples, vals, trait_filename):
"""Generates phenotype file for GEMMA"""
@@ -92,6 +94,7 @@ def gen_pheno_txt_file(samples, vals, trait_filename):
values_string = "\t".join(filtered_vals_list)
outfile.write(values_string)
+
def parse_reaper_output(gwa_filename, permu_filename, bootstrap_filename):
included_markers = []
p_values = []
@@ -163,6 +166,7 @@ def parse_reaper_output(gwa_filename, permu_filename, bootstrap_filename):
return marker_obs, permu_vals, bootstrap_vals
+
def run_original_reaper(this_trait, dataset, samples_before, trait_vals, json_data, num_perm, bootCheck, num_bootstrap, do_control, control_marker, manhattan_plot):
genotype = dataset.group.read_genotype_file(use_reaper=True)
@@ -255,6 +259,7 @@ def run_original_reaper(this_trait, dataset, samples_before, trait_vals, json_da
qtl_results.append(qtl)
return qtl_results, json_data, perm_output, suggestive, significant, bootstrap_results
+
def natural_sort(marker_list):
"""
Function to naturally sort numbers + strings, adopted from user Mark Byers here: https://stackoverflow.com/questions/4836710/does-python-have-a-built-in-function-for-string-natural-sort
diff --git a/wqflask/wqflask/marker_regression/rqtl_mapping.py b/wqflask/wqflask/marker_regression/rqtl_mapping.py
index 2bd94512..588600f5 100644
--- a/wqflask/wqflask/marker_regression/rqtl_mapping.py
+++ b/wqflask/wqflask/marker_regression/rqtl_mapping.py
@@ -16,6 +16,8 @@ import utility.logger
logger = utility.logger.getLogger(__name__)
# Get a trait's type (numeric, categorical, etc) from the DB
+
+
def get_trait_data_type(trait_db_string):
logger.info("get_trait_data_type");
the_query = "SELECT value FROM TraitMetadata WHERE type='trait_data_type'"
@@ -133,6 +135,7 @@ def run_rqtl_geno(vals, samples, dataset, mapping_scale, method, model, permChec
else:
return process_rqtl_results(result_data_frame, dataset.group.species)
+
def generate_cross_from_rdata(dataset):
rdata_location = locate(dataset.group.name + ".RData", "genotype/rdata")
ro.r("""
@@ -143,6 +146,7 @@ def generate_cross_from_rdata(dataset):
}
""" % (rdata_location))
+
def generate_cross_from_geno(dataset, scale_units): # TODO: Need to figure out why some genofiles have the wrong format and don't convert properly
ro.r("""
@@ -187,6 +191,7 @@ def generate_cross_from_geno(dataset, scale_units): # TODO: Need to figur
}
""" % (dataset.group.genofile, scale_units))
+
def add_perm_strata(cross, perm_strata):
col_string = 'c("the_strata")'
perm_strata_string = "c("
@@ -201,6 +206,7 @@ def add_perm_strata(cross, perm_strata):
return cross, strata_ob
+
def sanitize_rqtl_phenotype(vals):
pheno_as_string = "c("
for i, val in enumerate(vals):
@@ -218,6 +224,7 @@ def sanitize_rqtl_phenotype(vals):
return pheno_as_string
+
def sanitize_rqtl_names(vals):
pheno_as_string = "c("
for i, val in enumerate(vals):
@@ -235,12 +242,14 @@ def sanitize_rqtl_names(vals):
return pheno_as_string
+
def add_phenotype(cross, pheno_as_string, col_name):
ro.globalenv["the_cross"] = cross
ro.r('pheno <- data.frame(pull.pheno(the_cross))')
ro.r('the_cross$pheno <- cbind(pheno, ' + col_name + ' = as.numeric(' + pheno_as_string + '))')
return ro.r["the_cross"]
+
def add_categorical_covar(cross, covar_as_string, i):
ro.globalenv["the_cross"] = cross
logger.info("cross set");
@@ -275,12 +284,14 @@ def add_names(cross, names_as_string, col_name):
ro.r('the_cross$pheno <- cbind(pheno, ' + col_name + ' = ' + names_as_string + ')')
return ro.r["the_cross"]
+
def pull_var(var_name, cross, var_string):
ro.globalenv["the_cross"] = cross
ro.r(var_name + ' <- pull.pheno(the_cross, ' + var_string + ')')
return ro.r[var_name]
+
def add_cofactors(cross, this_dataset, covariates, samples):
ro.numpy2ri.activate()
@@ -341,6 +352,7 @@ def add_cofactors(cross, this_dataset, covariates, samples):
covars_ob = pull_var("trait_covars", cross, covar_name_string)
return cross, covars_ob
+
def create_marker_covariates(control_marker, cross):
ro.globalenv["the_cross"] = cross
ro.r('genotypes <- pull.geno(the_cross)') # Get the genotype matrix
@@ -358,6 +370,7 @@ def create_marker_covariates(control_marker, cross):
# TODO: Create a design matrix from the marker covars for the markers in case of an F2, 4way, etc
return ro.r["marker_covars"]
+
def process_pair_scan_results(result):
pair_scan_results = []
@@ -374,6 +387,7 @@ def process_pair_scan_results(result):
return pair_scan_results
+
def process_rqtl_perm_results(num_perm, results):
perm_vals = []
for line in str(results).split("\n")[1:(num_perm + 1)]:
@@ -386,6 +400,7 @@ def process_rqtl_perm_results(num_perm, results):
return perm_output, suggestive, significant
+
def process_rqtl_results(result, species_name): # TODO: how to make this a one liner and not copy the stuff in a loop
qtl_results = []
output = [tuple([result[j][i] for j in range(result.ncol)]) for i in range(result.nrow)]
diff --git a/wqflask/wqflask/marker_regression/run_mapping.py b/wqflask/wqflask/marker_regression/run_mapping.py
index f1665570..31c58083 100644
--- a/wqflask/wqflask/marker_regression/run_mapping.py
+++ b/wqflask/wqflask/marker_regression/run_mapping.py
@@ -45,6 +45,7 @@ from base.webqtlConfig import TMPDIR, GENERATED_TEXT_DIR
import utility.logger
logger = utility.logger.getLogger(__name__)
+
class RunMapping:
def __init__(self, start_vars, temp_uuid):
@@ -504,6 +505,7 @@ class RunMapping:
trimmed_genotype_data.append(new_genotypes)
return trimmed_genotype_data
+
def export_mapping_results(dataset, trait, markers, results_path, mapping_scale, score_type, transform, covariates, n_samples):
with open(results_path, "w+") as output_file:
output_file.write("Time/Date: " + datetime.datetime.now().strftime("%x / %X") + "\n")
@@ -564,6 +566,7 @@ def export_mapping_results(dataset, trait, markers, results_path, mapping_scale,
if i < (len(markers) - 1):
output_file.write("\n")
+
def trim_markers_for_figure(markers):
if 'p_wald' in list(markers[0].keys()):
score_type = 'p_wald'
@@ -624,6 +627,7 @@ def trim_markers_for_figure(markers):
filtered_markers.append(marker)
return filtered_markers
+
def trim_markers_for_table(markers):
if 'lod_score' in list(markers[0].keys()):
sorted_markers = sorted(markers, key=lambda k: k['lod_score'], reverse=True)
@@ -637,6 +641,7 @@ def trim_markers_for_table(markers):
else:
return sorted_markers
+
def write_input_for_browser(this_dataset, gwas_results, annotations):
file_base = this_dataset.group.name + "_" + ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(6))
gwas_filename = file_base + "_GWAS"
@@ -650,6 +655,7 @@ def write_input_for_browser(this_dataset, gwas_results, annotations):
return [gwas_filename, annot_filename]
+
def geno_db_exists(this_dataset):
geno_db_name = this_dataset.group.name + "Geno"
try:
@@ -658,6 +664,7 @@ def geno_db_exists(this_dataset):
except:
return "False"
+
def get_chr_lengths(mapping_scale, mapping_method, dataset, qtl_results):
chr_lengths = []
if mapping_scale == "physic":
@@ -696,6 +703,7 @@ def get_chr_lengths(mapping_scale, mapping_method, dataset, qtl_results):
return chr_lengths
+
def get_genofile_samplelist(dataset):
genofile_samplelist = []
@@ -706,6 +714,7 @@ def get_genofile_samplelist(dataset):
return genofile_samplelist
+
def get_perm_strata(this_trait, sample_list, categorical_vars, used_samples):
perm_strata_strings = []
for sample in used_samples:
diff --git a/wqflask/wqflask/model.py b/wqflask/wqflask/model.py
index 8abd6516..d7c9ef95 100644
--- a/wqflask/wqflask/model.py
+++ b/wqflask/wqflask/model.py
@@ -14,6 +14,7 @@ from sqlalchemy.orm import relationship
from wqflask.database import Base, init_db
+
class User(Base):
__tablename__ = "user"
id = Column(Unicode(36), primary_key=True, default=lambda: str(uuid.uuid4()))
@@ -63,7 +64,6 @@ class User(Base):
print("Couldn't display_num_collections:", why)
return ""
-
def get_collection_by_name(self, collection_name):
try:
collect = self.user_collections.filter_by(name=collection_name).first()
@@ -83,7 +83,6 @@ class User(Base):
def login_count(self):
return self.logins.filter_by(successful=True).count()
-
@property
def confirmed_at(self):
if self.confirmed:
@@ -116,6 +115,7 @@ class User(Base):
except IndexError:
return None
+
class Login(Base):
__tablename__ = "login"
id = Column(Unicode(36), primary_key=True, default=lambda: str(uuid.uuid4()))
@@ -134,6 +134,7 @@ class Login(Base):
##################################################################################################
+
class UserCollection(Base):
__tablename__ = "user_collection"
id = Column(Unicode(36), primary_key=True, default=lambda: str(uuid.uuid4()))
@@ -158,12 +159,14 @@ class UserCollection(Base):
def members_as_set(self):
return set(json.loads(self.members))
+
def display_collapsible(number):
if number:
return number
else:
return ""
+
def user_uuid():
"""Unique cookie for a user"""
user_uuid = request.cookies.get('user_uuid')
diff --git a/wqflask/wqflask/network_graph/network_graph.py b/wqflask/wqflask/network_graph/network_graph.py
index 93785a3a..e089643e 100644
--- a/wqflask/wqflask/network_graph/network_graph.py
+++ b/wqflask/wqflask/network_graph/network_graph.py
@@ -27,6 +27,7 @@ from utility import helper_functions
from utility import corr_result_helpers
from utility.tools import GN2_BRANCH_URL
+
class NetworkGraph:
def __init__(self, start_vars):
diff --git a/wqflask/wqflask/news.py b/wqflask/wqflask/news.py
index 861a93f2..e262dd51 100644
--- a/wqflask/wqflask/news.py
+++ b/wqflask/wqflask/news.py
@@ -1,5 +1,6 @@
from flask import g
+
class News:
def __init__(self):
diff --git a/wqflask/wqflask/parser.py b/wqflask/wqflask/parser.py
index dfd374e2..6b836e20 100644
--- a/wqflask/wqflask/parser.py
+++ b/wqflask/wqflask/parser.py
@@ -24,6 +24,7 @@ from pprint import pformat as pf
from utility.logger import getLogger
logger = getLogger(__name__)
+
def parse(pstring):
"""
diff --git a/wqflask/wqflask/pbkdf2.py b/wqflask/wqflask/pbkdf2.py
index 6346df03..1a965fc5 100644
--- a/wqflask/wqflask/pbkdf2.py
+++ b/wqflask/wqflask/pbkdf2.py
@@ -4,6 +4,8 @@ from werkzeug.security import safe_str_cmp as ssc
# Replace this because it just wraps around Python3's internal
# functions. Added this during migration.
+
+
def pbkdf2_hex(data, salt, iterations=1000, keylen=24, hashfunc="sha1"):
"""Wrapper function of python's hashlib.pbkdf2_hmac.
"""
diff --git a/wqflask/wqflask/resource_manager.py b/wqflask/wqflask/resource_manager.py
index a1fe0f8f..4591710c 100644
--- a/wqflask/wqflask/resource_manager.py
+++ b/wqflask/wqflask/resource_manager.py
@@ -11,6 +11,7 @@ from utility.redis_tools import get_resource_info, get_group_info, get_groups_li
from utility.logger import getLogger
logger = getLogger(__name__)
+
@app.route("/resources/manage", methods=('GET', 'POST'))
def manage_resource():
params = request.form if request.form else request.args
@@ -40,6 +41,7 @@ def manage_resource():
return render_template("admin/manage_resource.html", owner_name=owner_display_name, resource_id=resource_id, resource_info=resource_info, default_mask=default_mask, group_masks=group_masks_with_names, admin_status=admin_status)
+
@app.route("/search_for_users", methods=('POST',))
def search_for_user():
params = request.form
@@ -49,6 +51,7 @@ def search_for_user():
return json.dumps(user_list)
+
@app.route("/search_for_groups", methods=('POST',))
def search_for_groups():
params = request.form
@@ -65,6 +68,7 @@ def search_for_groups():
return json.dumps(group_list)
+
@app.route("/resources/change_owner", methods=('POST',))
def change_owner():
resource_id = request.form['resource_id']
@@ -81,6 +85,7 @@ def change_owner():
else:
return render_template("admin/change_resource_owner.html", resource_id=resource_id)
+
@app.route("/resources/change_default_privileges", methods=('POST',))
def change_default_privileges():
resource_id = request.form['resource_id']
@@ -99,6 +104,7 @@ def change_default_privileges():
else:
return redirect(url_for("no_access_page"))
+
@app.route("/resources/add_group", methods=('POST',))
def add_group_to_resource():
resource_id = request.form['resource_id']
@@ -125,6 +131,7 @@ def add_group_to_resource():
else:
return redirect(url_for("no_access_page"))
+
def get_group_names(group_masks):
group_masks_with_names = {}
for group_id, group_mask in list(group_masks.items()):
diff --git a/wqflask/wqflask/search_results.py b/wqflask/wqflask/search_results.py
index 16eb1864..ed5f9bad 100644
--- a/wqflask/wqflask/search_results.py
+++ b/wqflask/wqflask/search_results.py
@@ -24,6 +24,7 @@ from utility.type_checking import is_str
from utility.logger import getLogger
logger = getLogger(__name__)
+
class SearchResultPage:
#maxReturn = 3000
@@ -270,6 +271,7 @@ class SearchResultPage:
else:
return None
+
def get_GO_symbols(a_search):
query = """SELECT genes
FROM GORef
@@ -287,6 +289,7 @@ def get_GO_symbols(a_search):
return new_terms
+
def insert_newlines(string, every=64):
""" This is because it is seemingly impossible to change the width of the description column, so I'm just manually adding line breaks """
lines = []
@@ -294,6 +297,7 @@ def insert_newlines(string, every=64):
lines.append(string[i:i + every])
return '\n'.join(lines)
+
def get_aliases(symbol_list, species):
updated_symbols = []
diff --git a/wqflask/wqflask/send_mail.py b/wqflask/wqflask/send_mail.py
index 86e8a558..299c866a 100644
--- a/wqflask/wqflask/send_mail.py
+++ b/wqflask/wqflask/send_mail.py
@@ -8,10 +8,12 @@ Redis = StrictRedis()
import mailer
+
def timestamp():
ts = datetime.datetime.utcnow()
return ts.isoformat()
+
def main():
while True:
print("I'm alive!")
@@ -31,7 +33,6 @@ def main():
process_message(msg)
-
def process_message(msg):
msg = json.loads(msg)
diff --git a/wqflask/wqflask/server_side.py b/wqflask/wqflask/server_side.py
index 48761fa0..8b3a4faa 100644
--- a/wqflask/wqflask/server_side.py
+++ b/wqflask/wqflask/server_side.py
@@ -1,7 +1,6 @@
# handles server side table processing
-
class ServerSideTable:
"""
This class is used to do server-side processing
diff --git a/wqflask/wqflask/show_trait/SampleList.py b/wqflask/wqflask/show_trait/SampleList.py
index 388f831f..496dee57 100644
--- a/wqflask/wqflask/show_trait/SampleList.py
+++ b/wqflask/wqflask/show_trait/SampleList.py
@@ -8,6 +8,7 @@ from pprint import pformat as pf
from utility import Plot
from utility import Bunch
+
class SampleList:
def __init__(self,
dataset,
diff --git a/wqflask/wqflask/show_trait/export_trait_data.py b/wqflask/wqflask/show_trait/export_trait_data.py
index 379b746c..f0fcd27d 100644
--- a/wqflask/wqflask/show_trait/export_trait_data.py
+++ b/wqflask/wqflask/show_trait/export_trait_data.py
@@ -5,6 +5,7 @@ from functools import cmp_to_key
from base.trait import create_trait
from base import data_set
+
def export_sample_table(targs):
sample_data = json.loads(targs['export_data'])
@@ -28,6 +29,7 @@ def export_sample_table(targs):
return trait_name, final_sample_data
+
def get_export_metadata(trait_id, dataset_name):
dataset = data_set.create_dataset(dataset_name)
this_trait = create_trait(dataset=dataset,
@@ -64,6 +66,7 @@ def dict_to_sorted_list(dictionary):
sorted_values = [item[1] for item in sorted_list]
return sorted_values
+
def cmp_samples(a, b):
if b[0] == 'name':
return 1
diff --git a/wqflask/wqflask/snp_browser/snp_browser.py b/wqflask/wqflask/snp_browser/snp_browser.py
index 7a0df94b..e5c67165 100644
--- a/wqflask/wqflask/snp_browser/snp_browser.py
+++ b/wqflask/wqflask/snp_browser/snp_browser.py
@@ -9,6 +9,7 @@ logger = getLogger(__name__)
from base import species
from base import webqtlConfig
+
class SnpBrowser:
def __init__(self, start_vars):
@@ -472,7 +473,6 @@ class SnpBrowser:
base_color_dict = {"A": "#C33232", "C": "#1569C7", "T": "#CFCF32", "G": "#32C332",
"t": "#FF6", "c": "#5CB3FF", "a": "#F66", "g": "#CF9", ":": "#FFFFFF", "-": "#FFFFFF", "?": "#FFFFFF"}
-
the_bases = []
for j, item in enumerate(allele_value_list):
if item and isinstance(item, str):
@@ -641,6 +641,7 @@ class SnpBrowser:
# for i in range(n_click):
# href = url_for('snp_browser', first_run="false", chosen_strains_mouse=self.chosen_strains_mouse, chosen_strains_rat=self.chosen_strains_rat, variant=self.variant_type, species=self.species_name, gene_name=self.gene_name, chr=self.chr, start_mb=self.start_mb, end_mb=self.end_mb, limit_strains=self.limit_strains, domain=self.domain, function=self.function, criteria=self.criteria, score=self.score, diff_alleles=self.diff_alleles)
+
def get_browser_sample_lists(species_id=1):
strain_lists = {}
mouse_strain_list = []
@@ -660,6 +661,7 @@ def get_browser_sample_lists(species_id=1):
return strain_lists
+
def get_header_list(variant_type, strains, species=None, empty_columns=None):
if species == "Mouse":
strain_list = strains['mouse']
@@ -715,6 +717,7 @@ def get_header_list(variant_type, strains, species=None, empty_columns=None):
return header_fields, empty_field_count, header_data_names
+
def get_effect_details_by_category(effect_name=None, effect_value=None):
gene_list = []
transcript_list = []
@@ -764,6 +767,7 @@ def get_effect_details_by_category(effect_name=None, effect_value=None):
return [gene_list, transcript_list, exon_list, function_list, function_detail_list]
+
def get_effect_info(effect_list):
domain = ""
effect_detail_list = []
@@ -836,6 +840,7 @@ def get_effect_info(effect_list):
return effect_info_dict
+
def get_gene_id(species_id, gene_name):
query = """
SELECT
@@ -853,6 +858,7 @@ def get_gene_id(species_id, gene_name):
else:
return ""
+
def get_gene_id_name_dict(species_id, gene_name_list):
gene_id_name_dict = {}
if len(gene_name_list) == 0:
@@ -877,6 +883,7 @@ def get_gene_id_name_dict(species_id, gene_name_list):
return gene_id_name_dict
+
def check_if_in_gene(species_id, chr, mb):
if species_id != 0: # ZS: Check if this is necessary
query = """SELECT geneId, geneSymbol
diff --git a/wqflask/wqflask/submit_bnw.py b/wqflask/wqflask/submit_bnw.py
index 4ad6f9e3..b21a88cc 100644
--- a/wqflask/wqflask/submit_bnw.py
+++ b/wqflask/wqflask/submit_bnw.py
@@ -5,5 +5,6 @@ from utility import helper_functions
import utility.logger
logger = utility.logger.getLogger(__name__)
+
def get_bnw_input(start_vars):
logger.debug("BNW VARS:", start_vars)
diff --git a/wqflask/wqflask/update_search_results.py b/wqflask/wqflask/update_search_results.py
index 08b4f9f5..07073d6a 100644
--- a/wqflask/wqflask/update_search_results.py
+++ b/wqflask/wqflask/update_search_results.py
@@ -10,6 +10,7 @@ from utility.benchmark import Bench
from utility.logger import getLogger
logger = getLogger(__name__)
+
class GSearch:
def __init__(self, kw):
diff --git a/wqflask/wqflask/user_login.py b/wqflask/wqflask/user_login.py
index 3f5b43ee..2a2f8484 100644
--- a/wqflask/wqflask/user_login.py
+++ b/wqflask/wqflask/user_login.py
@@ -29,9 +29,11 @@ from utility.tools import SMTP_CONNECT, SMTP_USERNAME, SMTP_PASSWORD, LOG_SQL_AL
THREE_DAYS = 60 * 60 * 24 * 3
+
def timestamp():
return datetime.datetime.utcnow().isoformat()
+
def basic_info():
return dict(timestamp=timestamp(),
ip_address=request.remote_addr,
@@ -54,6 +56,7 @@ def encode_password(pass_gen_fields, unencrypted_password):
return pass_gen_fields
+
def set_password(password):
pass_gen_fields = {
"unencrypted_password": password,
@@ -71,6 +74,7 @@ def set_password(password):
return encoded_password
+
def get_signed_session_id(user):
session_id = str(uuid.uuid4())
@@ -109,6 +113,7 @@ def get_signed_session_id(user):
return session_id_signed
+
def send_email(toaddr, msg, fromaddr="no-reply@genenetwork.org"):
"""Send an E-mail through SMTP_CONNECT host. If SMTP_USERNAME is not
'UNKNOWN' TLS is used
@@ -125,6 +130,7 @@ def send_email(toaddr, msg, fromaddr="no-reply@genenetwork.org"):
server.quit()
logger.info("Successfully sent email to " + toaddr)
+
def send_verification_email(user_details, template_name="email/user_verification.txt", key_prefix="verification_code", subject = "GeneNetwork e-mail verification"):
verification_code = str(uuid.uuid4())
key = key_prefix + ":" + verification_code
@@ -139,12 +145,14 @@ def send_verification_email(user_details, template_name="email/user_verification
send_email(recipient, subject, body)
return {"recipient": recipient, "subject": subject, "body": body}
+
def send_invitation_email(user_email, temp_password, template_name="email/user_invitation.txt", subject= "You've been added to a GeneNetwork user group"):
recipient = user_email
body = render_template(template_name, temp_password)
send_email(recipient, subject, body)
return {"recipient": recipient, "subject": subject, "body": body}
+
@app.route("/manage/verify_email")
def verify_email():
if 'code' in request.args:
@@ -160,6 +168,7 @@ def verify_email():
else:
flash("Invalid code: Password reset code does not exist or might have expired!", "error")
+
@app.route("/n/login", methods=('GET', 'POST'))
def login():
params = request.form if request.form else request.args
@@ -232,6 +241,7 @@ def login():
return response
+
@app.route("/n/login/github_oauth2", methods=('GET', 'POST'))
def github_oauth2():
from utility.tools import GITHUB_CLIENT_ID, GITHUB_CLIENT_SECRET, GITHUB_AUTH_URL
@@ -264,12 +274,14 @@ def github_oauth2():
url = "/n/login?type=github&uid=" + user_details["user_id"]
return redirect(url)
+
def get_github_user_details(access_token):
from utility.tools import GITHUB_API_URL
result = requests.get(GITHUB_API_URL, headers={'Authorization': 'token ' + access_token}).content
return json.loads(result)
+
@app.route("/n/login/orcid_oauth2", methods=('GET', 'POST'))
def orcid_oauth2():
from uuid import uuid4
@@ -308,6 +320,7 @@ def orcid_oauth2():
flash("There was an error getting code from ORCID")
return redirect(url)
+
def get_github_user_details(access_token):
from utility.tools import GITHUB_API_URL
result = requests.get(GITHUB_API_URL, headers={'Authorization': 'token ' + access_token}).content
@@ -325,6 +338,7 @@ def logout():
response.set_cookie(UserSession.user_cookie_name, '', expires=0)
return response
+
@app.route("/n/forgot_password", methods=['GET'])
def forgot_password():
"""Entry point for forgotten password"""
@@ -333,6 +347,7 @@ def forgot_password():
print("ERRORS: ", errors)
return render_template("new_security/forgot_password.html", errors=errors)
+
def send_forgot_password_email(verification_email):
from email.mime.multipart import MIMEMultipart
from email.mime.text import MIMEText
@@ -365,6 +380,7 @@ def send_forgot_password_email(verification_email):
return subject
+
@app.route("/n/forgot_password_submit", methods=('POST',))
def forgot_password_submit():
"""When a forgotten password form is submitted we get here"""
@@ -386,6 +402,7 @@ def forgot_password_submit():
flash("You MUST provide an email", "alert-danger")
return redirect(url_for("forgot_password"))
+
@app.route("/n/password_reset", methods=['GET'])
def password_reset():
"""Entry point after user clicks link in E-mail"""
@@ -405,6 +422,7 @@ def password_reset():
else:
return redirect(url_for("login"))
+
@app.route("/n/password_reset_step2", methods=('POST',))
def password_reset_step2():
"""Handle confirmation E-mail for password reset"""
@@ -422,6 +440,7 @@ def password_reset_step2():
flash("Password changed successfully. You can now sign in.", "alert-info")
return redirect(url_for('login'))
+
def register_user(params):
thank_you_mode = False
errors = []
@@ -461,6 +480,7 @@ def register_user(params):
return errors
+
@app.route("/n/register", methods=('GET', 'POST'))
def register():
errors = []
@@ -478,6 +498,7 @@ def register():
return render_template("new_security/register_user.html", values=params, errors=errors)
+
@app.errorhandler(401)
def unauthorized(error):
return redirect(url_for('login'))
diff --git a/wqflask/wqflask/user_manager.py b/wqflask/wqflask/user_manager.py
index 013920f9..a9bd65e6 100644
--- a/wqflask/wqflask/user_manager.py
+++ b/wqflask/wqflask/user_manager.py
@@ -151,6 +151,7 @@ def verify_cookie(cookie):
assert the_signature == actual_hmac_creation(the_uuid), "Uh-oh, someone tampering with the cookie?"
return the_uuid
+
def create_signed_cookie():
the_uuid = str(uuid.uuid4())
signature = actual_hmac_creation(the_uuid)
@@ -158,6 +159,7 @@ def create_signed_cookie():
logger.debug("uuid_signed:", uuid_signed)
return the_uuid, uuid_signed
+
class UserSession:
"""Logged in user handling"""
@@ -341,6 +343,7 @@ class UserSession:
Redis.delete(self.cookie_name)
logger.debug("At end of delete_session")
+
@app.before_request
def get_cookie():
logger.info("@app.before_request get cookie")
@@ -348,16 +351,20 @@ def get_cookie():
g.cookie_session = AnonUser()
# @app.after_request
+
+
def set_cookie(response):
if not request.cookies.get(g.cookie_session.cookie_name):
response.set_cookie(g.cookie_session.cookie_name, g.cookie_session.cookie)
return response
+
class UsersManager:
def __init__(self):
self.users = model.User.query.all()
logger.debug("Users are:", self.users)
+
class UserManager:
def __init__(self, kw):
self.user_id = kw['user_id']
@@ -419,6 +426,7 @@ class RegisterUser:
self.user.registration_info = json.dumps(basic_info(), sort_keys=True)
save_user(self.user.__dict__, self.user.user_id)
+
def set_password(password, user):
pwfields = Bunch()
@@ -476,6 +484,7 @@ class VerificationEmail:
verification_code=verification_code)
send_email(to, subject, body)
+
class ForgotPasswordEmail(VerificationEmail):
template_name = "email/forgot_password.txt"
key_prefix = "forgot_password_code"
@@ -496,7 +505,6 @@ class ForgotPasswordEmail(VerificationEmail):
save_verification_code(toaddr, verification_code)
-
subject = self.subject
body = render_template(
self.template_name,
@@ -530,6 +538,8 @@ def basic_info():
user_agent=request.headers.get('User-Agent'))
# @app.route("/manage/verify_email")
+
+
def verify_email():
user = DecodeUser(VerificationEmail.key_prefix).user
user.confirmed = json.dumps(basic_info(), sort_keys=True)
@@ -544,6 +554,8 @@ def verify_email():
return response
# @app.route("/n/password_reset", methods=['GET'])
+
+
def password_reset():
"""Entry point after user clicks link in E-mail"""
logger.debug("in password_reset request.url is:", request.url)
@@ -568,6 +580,8 @@ def password_reset():
return redirect(url_for("login"))
# @app.route("/n/password_reset_step2", methods=('POST',))
+
+
def password_reset_step2():
"""Handle confirmation E-mail for password reset"""
logger.debug("in password_reset request.url is:", request.url)
@@ -577,7 +591,6 @@ def password_reset_step2():
logger.debug("locals are:", locals())
-
user = Bunch()
password = request.form['password']
set_password(password, user)
@@ -589,6 +602,7 @@ def password_reset_step2():
return response
+
class DecodeUser:
def __init__(self, code_prefix):
@@ -612,6 +626,8 @@ class DecodeUser:
return model.User.query.get(data['id'])
# @app.route("/n/login", methods=('GET', 'POST'))
+
+
def login():
lu = LoginUser()
login_type = request.args.get("type")
@@ -622,6 +638,8 @@ def login():
return lu.standard_login()
# @app.route("/n/login/github_oauth2", methods=('GET', 'POST'))
+
+
def github_oauth2():
from utility.tools import GITHUB_CLIENT_ID, GITHUB_CLIENT_SECRET
code = request.args.get("code")
@@ -646,6 +664,8 @@ def github_oauth2():
return redirect(url)
# @app.route("/n/login/orcid_oauth2", methods=('GET', 'POST'))
+
+
def orcid_oauth2():
from uuid import uuid4
from utility.tools import ORCID_CLIENT_ID, ORCID_CLIENT_SECRET, ORCID_TOKEN_URL, ORCID_AUTH_URL
@@ -673,11 +693,13 @@ def orcid_oauth2():
flash("There was an error getting code from ORCID")
return redirect(url)
+
def get_github_user_details(access_token):
from utility.tools import GITHUB_API_URL
result = requests.get(GITHUB_API_URL, params={"access_token": access_token})
return result.json()
+
class LoginUser:
remember_time = 60 * 60 * 24 * 30 # One month in seconds
@@ -814,6 +836,8 @@ class LoginUser:
db_session.commit()
# @app.route("/n/logout")
+
+
def logout():
logger.debug("Logging out...")
UserSession().delete_session()
@@ -833,6 +857,8 @@ def forgot_password():
return render_template("new_security/forgot_password.html", errors=errors)
# @app.route("/n/forgot_password_submit", methods=('POST',))
+
+
def forgot_password_submit():
"""When a forgotten password form is submitted we get here"""
params = request.form
@@ -853,10 +879,12 @@ def forgot_password_submit():
flash("You MUST provide an email", "alert-danger")
return redirect(url_for("forgot_password"))
+
@app.errorhandler(401)
def unauthorized(error):
return redirect(url_for('login'))
+
def is_redis_available():
try:
Redis.ping()
@@ -922,7 +950,6 @@ def register():
params = None
errors = None
-
params = request.form if request.form else request.args
params = params.to_dict(flat=True)
@@ -952,6 +979,7 @@ def url_for_hmac(endpoint, **values):
combiner = "?"
return url + combiner + "hm=" + hm
+
def data_hmac(stringy):
"""Takes arbitray data string and appends :hmac so we know data hasn't been tampered with"""
return stringy + ":" + actual_hmac_creation(stringy)
@@ -974,6 +1002,7 @@ def verify_url_hmac(url):
assert hm == hmac, "Unexpected url (stage 3)"
+
def actual_hmac_creation(stringy):
"""Helper function to create the actual hmac"""
@@ -986,6 +1015,7 @@ def actual_hmac_creation(stringy):
hm = hm[:20]
return hm
+
app.jinja_env.globals.update(url_for_hmac=url_for_hmac,
data_hmac=data_hmac)
@@ -998,6 +1028,7 @@ app.jinja_env.globals.update(url_for_hmac=url_for_hmac,
# Body=body))
# Redis.rpush("mail_queue", msg)
+
def send_email(toaddr, msg, fromaddr="no-reply@genenetwork.org"):
"""Send an E-mail through SMTP_CONNECT host. If SMTP_USERNAME is not
'UNKNOWN' TLS is used
@@ -1020,6 +1051,7 @@ def send_email(toaddr, msg, fromaddr="no-reply@genenetwork.org"):
server.quit()
logger.info("Successfully sent email to " + toaddr)
+
class GroupsManager:
def __init__(self, kw):
self.datasets = create_datasets_list()
diff --git a/wqflask/wqflask/user_session.py b/wqflask/wqflask/user_session.py
index 78db7bd2..f0f0d60c 100644
--- a/wqflask/wqflask/user_session.py
+++ b/wqflask/wqflask/user_session.py
@@ -20,6 +20,7 @@ logger = getLogger(__name__)
THREE_DAYS = 60 * 60 * 24 * 3
THIRTY_DAYS = 60 * 60 * 24 * 30
+
@app.before_request
def get_user_session():
logger.info("@app.before_request get_session")
@@ -30,6 +31,7 @@ def get_user_session():
response.set_cookie('session_id_v2', '', expires=0)
return response
+
@app.after_request
def set_user_session(response):
if hasattr(g, 'user_session'):
@@ -37,6 +39,7 @@ def set_user_session(response):
response.set_cookie(g.user_session.cookie_name, g.user_session.cookie)
return response
+
def verify_cookie(cookie):
the_uuid, separator, the_signature = cookie.partition(':')
assert len(the_uuid) == 36, "Is session_id a uuid?"
@@ -44,6 +47,7 @@ def verify_cookie(cookie):
assert the_signature == hmac.hmac_creation(the_uuid), "Uh-oh, someone tampering with the cookie?"
return the_uuid
+
def create_signed_cookie():
the_uuid = str(uuid.uuid4())
signature = hmac.hmac_creation(the_uuid)
@@ -51,6 +55,7 @@ def create_signed_cookie():
logger.debug("uuid_signed:", uuid_signed)
return the_uuid, uuid_signed
+
@app.route("/user/manage", methods=('GET', 'POST'))
def manage_user():
params = request.form if request.form else request.args
@@ -63,6 +68,7 @@ def manage_user():
return render_template("admin/manage_user.html", user_details=user_details)
+
class UserSession:
"""Logged in user handling"""
--
cgit v1.2.3
From 03b6bcee689c1910bd850c6109cc37adc509cf5a Mon Sep 17 00:00:00 2001
From: BonfaceKilz
Date: Fri, 30 Apr 2021 12:45:59 +0300
Subject: autopep8: Fix E501
---
wqflask/base/data_set.py | 6 +-
wqflask/base/mrna_assay_tissue_data.py | 3 +-
wqflask/base/species.py | 3 +-
wqflask/base/webqtlCaseData.py | 6 +-
wqflask/db/webqtlDatabaseFunction.py | 6 +-
wqflask/maintenance/convert_geno_to_bimbam.py | 21 +-
wqflask/maintenance/gen_select_dataset.py | 6 +-
.../maintenance/generate_kinship_from_bimbam.py | 13 +-
wqflask/maintenance/geno_to_json.py | 3 +-
wqflask/maintenance/quantile_normalize.py | 3 +-
.../test_display_mapping_results.py | 3 +-
.../marker_regression/test_gemma_mapping.py | 15 +-
.../marker_regression/test_qtlreaper_mapping.py | 6 +-
.../wqflask/marker_regression/test_rqtl_mapping.py | 3 +-
.../wqflask/marker_regression/test_run_mapping.py | 3 +-
wqflask/tests/unit/wqflask/test_server_side.py | 9 +-
wqflask/tests/wqflask/show_trait/testSampleList.py | 3 +-
.../tests/wqflask/show_trait/test_show_trait.py | 3 +-
wqflask/utility/Plot.py | 9 +-
wqflask/utility/benchmark.py | 9 +-
wqflask/utility/corestats.py | 3 +-
wqflask/utility/elasticsearch_tools.py | 6 +-
wqflask/utility/gen_geno_ob.py | 12 +-
wqflask/utility/genofile_parser.py | 3 +-
wqflask/utility/logger.py | 3 +-
wqflask/utility/redis_tools.py | 9 +-
wqflask/utility/startup_config.py | 6 +-
wqflask/utility/svg.py | 60 ++-
wqflask/utility/tools.py | 12 +-
wqflask/wqflask/api/correlation.py | 54 +-
wqflask/wqflask/api/mapping.py | 15 +-
wqflask/wqflask/api/router.py | 48 +-
wqflask/wqflask/collect.py | 15 +-
.../comparison_bar_chart/comparison_bar_chart.py | 6 +-
wqflask/wqflask/correlation/corr_scatter_plot.py | 33 +-
wqflask/wqflask/correlation/show_corr_results.py | 75 ++-
.../wqflask/correlation_matrix/show_corr_matrix.py | 64 ++-
wqflask/wqflask/ctl/ctl_analysis.py | 72 ++-
wqflask/wqflask/do_search.py | 69 ++-
wqflask/wqflask/docs.py | 6 +-
wqflask/wqflask/export_traits.py | 24 +-
wqflask/wqflask/external_tools/send_to_bnw.py | 6 +-
.../wqflask/external_tools/send_to_geneweaver.py | 3 +-
.../wqflask/external_tools/send_to_webgestalt.py | 3 +-
wqflask/wqflask/group_manager.py | 24 +-
wqflask/wqflask/gsearch.py | 41 +-
wqflask/wqflask/heatmap/heatmap.py | 19 +-
wqflask/wqflask/interval_analyst/GeneUtil.py | 9 +-
.../marker_regression/display_mapping_results.py | 548 ++++++++++++++-------
wqflask/wqflask/marker_regression/gemma_mapping.py | 3 +-
wqflask/wqflask/marker_regression/plink_mapping.py | 9 +-
.../wqflask/marker_regression/qtlreaper_mapping.py | 27 +-
wqflask/wqflask/marker_regression/rqtl_mapping.py | 103 ++--
wqflask/wqflask/marker_regression/run_mapping.py | 126 +++--
wqflask/wqflask/model.py | 30 +-
wqflask/wqflask/resource_manager.py | 9 +-
wqflask/wqflask/search_results.py | 33 +-
wqflask/wqflask/show_trait/SampleList.py | 24 +-
wqflask/wqflask/show_trait/export_trait_data.py | 21 +-
wqflask/wqflask/snp_browser/snp_browser.py | 150 ++++--
wqflask/wqflask/update_search_results.py | 9 +-
wqflask/wqflask/user_login.py | 87 ++--
wqflask/wqflask/user_manager.py | 96 ++--
wqflask/wqflask/user_session.py | 28 +-
64 files changed, 1431 insertions(+), 705 deletions(-)
(limited to 'wqflask/db/webqtlDatabaseFunction.py')
diff --git a/wqflask/base/data_set.py b/wqflask/base/data_set.py
index c14808d6..8ec0aaad 100644
--- a/wqflask/base/data_set.py
+++ b/wqflask/base/data_set.py
@@ -168,7 +168,8 @@ class DatasetType:
results = g.db.execute(sql_query_mapping[t] % group_name).fetchone()
if results:
self.datasets[name] = dataset_name_mapping[t]
- self.redis_instance.set("dataset_structure", json.dumps(self.datasets))
+ self.redis_instance.set(
+ "dataset_structure", json.dumps(self.datasets))
return True
return None
@@ -239,7 +240,8 @@ class Markers:
for line in bimbam_fh:
marker = {}
marker['name'] = line.split(delimiter)[0].rstrip()
- marker['Mb'] = float(line.split(delimiter)[1].rstrip()) / 1000000
+ marker['Mb'] = float(line.split(delimiter)[
+ 1].rstrip()) / 1000000
marker['chr'] = line.split(delimiter)[2].rstrip()
markers.append(marker)
diff --git a/wqflask/base/mrna_assay_tissue_data.py b/wqflask/base/mrna_assay_tissue_data.py
index cbc05738..9bb29664 100644
--- a/wqflask/base/mrna_assay_tissue_data.py
+++ b/wqflask/base/mrna_assay_tissue_data.py
@@ -88,6 +88,7 @@ class MrnaAssayTissueData:
if result.Symbol.lower() not in symbol_values_dict:
symbol_values_dict[result.Symbol.lower()] = [result.value]
else:
- symbol_values_dict[result.Symbol.lower()].append(result.value)
+ symbol_values_dict[result.Symbol.lower()].append(
+ result.value)
return symbol_values_dict
diff --git a/wqflask/base/species.py b/wqflask/base/species.py
index 44f133b5..e3c29916 100644
--- a/wqflask/base/species.py
+++ b/wqflask/base/species.py
@@ -55,4 +55,5 @@ class Chromosomes:
results = g.db.execute(query).fetchall()
for item in results:
- self.chromosomes[item.OrderId] = IndChromosome(item.Name, item.Length)
+ self.chromosomes[item.OrderId] = IndChromosome(
+ item.Name, item.Length)
diff --git a/wqflask/base/webqtlCaseData.py b/wqflask/base/webqtlCaseData.py
index 2d07ab9d..25b6cb8a 100644
--- a/wqflask/base/webqtlCaseData.py
+++ b/wqflask/base/webqtlCaseData.py
@@ -34,12 +34,14 @@ class webqtlCaseData:
def __init__(self, name, value=None, variance=None, num_cases=None, name2=None):
self.name = name
- self.name2 = name2 # Other name (for traits like BXD65a)
+ # Other name (for traits like BXD65a)
+ self.name2 = name2
self.value = value # Trait Value
self.variance = variance # Trait Variance
self.num_cases = num_cases # Number of individuals/cases
self.extra_attributes = None
- self.this_id = None # Set a sane default (can't be just "id" cause that's a reserved word)
+ # Set a sane default (can't be just "id" cause that's a reserved word)
+ self.this_id = None
self.outlier = None # Not set to True/False until later
def __repr__(self):
diff --git a/wqflask/db/webqtlDatabaseFunction.py b/wqflask/db/webqtlDatabaseFunction.py
index 50ac06fd..29112949 100644
--- a/wqflask/db/webqtlDatabaseFunction.py
+++ b/wqflask/db/webqtlDatabaseFunction.py
@@ -36,13 +36,15 @@ def retrieve_species(group):
"""Get the species of a group (e.g. returns string "mouse" on "BXD"
"""
- result = fetch1("select Species.Name from Species, InbredSet where InbredSet.Name = '%s' and InbredSet.SpeciesId = Species.Id" % (group), "/cross/" + group + ".json", lambda r: (r["species"],))[0]
+ result = fetch1("select Species.Name from Species, InbredSet where InbredSet.Name = '%s' and InbredSet.SpeciesId = Species.Id" % (
+ group), "/cross/" + group + ".json", lambda r: (r["species"],))[0]
logger.debug("retrieve_species result:", result)
return result
def retrieve_species_id(group):
- result = fetch1("select SpeciesId from InbredSet where Name = '%s'" % (group), "/cross/" + group + ".json", lambda r: (r["species_id"],))[0]
+ result = fetch1("select SpeciesId from InbredSet where Name = '%s'" % (
+ group), "/cross/" + group + ".json", lambda r: (r["species_id"],))[0]
logger.debug("retrieve_species_id result:", result)
return result
diff --git a/wqflask/maintenance/convert_geno_to_bimbam.py b/wqflask/maintenance/convert_geno_to_bimbam.py
index 5b2369c9..a1712500 100644
--- a/wqflask/maintenance/convert_geno_to_bimbam.py
+++ b/wqflask/maintenance/convert_geno_to_bimbam.py
@@ -83,7 +83,8 @@ class ConvertGenoFile:
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()])
+ this_marker.genotypes.append(
+ self.configurations[genotype.upper().strip()])
else:
this_marker.genotypes.append("NA")
@@ -106,9 +107,11 @@ class ConvertGenoFile:
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")
+ 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")
+ snp_fh.write(
+ marker['name'] + ", " + str(int(float(marker['cM']) * 1000000)) + ", " + marker['chr'] + "\n")
def get_sample_list(self, row_contents):
self.sample_list = []
@@ -160,10 +163,14 @@ class ConvertGenoFile:
group_name = ".".join(input_file.split('.')[:-1])
if group_name == "HSNIH-Palmer":
continue
- 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]
+ 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)
diff --git a/wqflask/maintenance/gen_select_dataset.py b/wqflask/maintenance/gen_select_dataset.py
index 583a06e1..484336a6 100644
--- a/wqflask/maintenance/gen_select_dataset.py
+++ b/wqflask/maintenance/gen_select_dataset.py
@@ -120,14 +120,16 @@ def get_types(groups):
else:
if not phenotypes_exist(group_name) and not genotypes_exist(group_name):
types[species].pop(group_name, None)
- groups[species] = tuple(group for group in groups[species] if group[0] != group_name)
+ groups[species] = tuple(
+ group for group in groups[species] if group[0] != group_name)
else: # ZS: This whole else statement might be unnecessary, need to check
types_list = build_types(species, group_name)
if len(types_list) > 0:
types[species][group_name] = types_list
else:
types[species].pop(group_name, None)
- groups[species] = tuple(group for group in groups[species] if group[0] != group_name)
+ groups[species] = tuple(
+ group for group in groups[species] if group[0] != group_name)
return types
diff --git a/wqflask/maintenance/generate_kinship_from_bimbam.py b/wqflask/maintenance/generate_kinship_from_bimbam.py
index 7cc60c9e..bed634fa 100644
--- a/wqflask/maintenance/generate_kinship_from_bimbam.py
+++ b/wqflask/maintenance/generate_kinship_from_bimbam.py
@@ -21,7 +21,9 @@ class GenerateKinshipMatrices:
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
+ 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)
@@ -34,9 +36,12 @@ class GenerateKinshipMatrices:
group_name = ".".join(input_file.split('.')[:-1])
if group_name == "HSNIH-Palmer":
continue
- 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)
+ 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:
diff --git a/wqflask/maintenance/geno_to_json.py b/wqflask/maintenance/geno_to_json.py
index ad3f2b72..7bdf2b53 100644
--- a/wqflask/maintenance/geno_to_json.py
+++ b/wqflask/maintenance/geno_to_json.py
@@ -100,7 +100,8 @@ class ConvertGenoFile:
genotypes = row_items[2:]
for item_count, genotype in enumerate(genotypes):
if genotype.upper() in self.configurations:
- this_marker.genotypes.append(self.configurations[genotype.upper()])
+ this_marker.genotypes.append(
+ self.configurations[genotype.upper()])
else:
this_marker.genotypes.append("NA")
diff --git a/wqflask/maintenance/quantile_normalize.py b/wqflask/maintenance/quantile_normalize.py
index 1896bc52..ac7689f5 100644
--- a/wqflask/maintenance/quantile_normalize.py
+++ b/wqflask/maintenance/quantile_normalize.py
@@ -34,7 +34,8 @@ def create_dataframe(input_file):
with open(input_file) as f:
ncols = len(f.readline().split("\t"))
- input_array = np.loadtxt(open(input_file, "rb"), delimiter="\t", skiprows=1, usecols=list(range(1, ncols)))
+ input_array = np.loadtxt(open(
+ input_file, "rb"), delimiter="\t", skiprows=1, usecols=list(range(1, ncols)))
return pd.DataFrame(input_array)
# This function taken from https://github.com/ShawnLYU/Quantile_Normalize
diff --git a/wqflask/tests/unit/wqflask/marker_regression/test_display_mapping_results.py b/wqflask/tests/unit/wqflask/marker_regression/test_display_mapping_results.py
index 219a6a29..f4869c45 100644
--- a/wqflask/tests/unit/wqflask/marker_regression/test_display_mapping_results.py
+++ b/wqflask/tests/unit/wqflask/marker_regression/test_display_mapping_results.py
@@ -39,7 +39,8 @@ class TestHtmlGenWrapper(unittest.TestCase):
cgi="/testing/",
enctype='multipart/form-data',
name="formName",
- submit=HtmlGenWrapper.create_input_tag(type_='hidden', name='Default_Name')
+ submit=HtmlGenWrapper.create_input_tag(
+ type_='hidden', name='Default_Name')
)
test_image = HtmlGenWrapper.create_image_tag(
src="test.png",
diff --git a/wqflask/tests/unit/wqflask/marker_regression/test_gemma_mapping.py b/wqflask/tests/unit/wqflask/marker_regression/test_gemma_mapping.py
index f194c6c9..5cbaf0e0 100644
--- a/wqflask/tests/unit/wqflask/marker_regression/test_gemma_mapping.py
+++ b/wqflask/tests/unit/wqflask/marker_regression/test_gemma_mapping.py
@@ -70,7 +70,8 @@ class TestGemmaMapping(unittest.TestCase):
], vals=[], covariates="", use_loco=True)
self.assertEqual(mock_os.system.call_count, 2)
mock_gen_pheno_txt.assert_called_once()
- mock_parse_loco.assert_called_once_with(dataset, "GP1_GWA_RRRRRR", True)
+ mock_parse_loco.assert_called_once_with(
+ dataset, "GP1_GWA_RRRRRR", True)
mock_os.path.isfile.assert_called_once_with(
('/home/user/imgfile_output.assoc.txt'))
self.assertEqual(mock_flat_files.call_count, 4)
@@ -102,7 +103,8 @@ class TestGemmaMapping(unittest.TestCase):
create_trait_side_effect = []
for i in range(4):
- create_dataset_side_effect.append(AttributeSetter({"name": f'name_{i}'}))
+ create_dataset_side_effect.append(
+ AttributeSetter({"name": f'name_{i}'}))
create_trait_side_effect.append(
AttributeSetter({"data": [f'data_{i}']}))
@@ -160,9 +162,12 @@ X\tM5\t12\tQ\tE\tMMB\tR\t21.1\tW\t0.65\t0.6"""
results = parse_loco_output(
this_dataset={}, gwa_output_filename=".xw/")
expected_results = [
- {'name': 'M1', 'chr': 'X/Y', 'Mb': 2.8457155e-05, 'p_value': 0.85, 'additive': 23.3, 'lod_score': 0.07058107428570727},
- {'name': 'M2', 'chr': 4, 'Mb': 1.2e-05, 'p_value': 0.5, 'additive': 24.0, 'lod_score': 0.3010299956639812},
- {'name': 'M4', 'chr': 'Y', 'Mb': 1.2e-05, 'p_value': 0.7, 'additive': 11.6, 'lod_score': 0.1549019599857432},
+ {'name': 'M1', 'chr': 'X/Y', 'Mb': 2.8457155e-05, 'p_value': 0.85,
+ 'additive': 23.3, 'lod_score': 0.07058107428570727},
+ {'name': 'M2', 'chr': 4, 'Mb': 1.2e-05, 'p_value': 0.5,
+ 'additive': 24.0, 'lod_score': 0.3010299956639812},
+ {'name': 'M4', 'chr': 'Y', 'Mb': 1.2e-05, 'p_value': 0.7,
+ 'additive': 11.6, 'lod_score': 0.1549019599857432},
{'name': 'M5', 'chr': 'X', 'Mb': 1.2e-05, 'p_value': 0.6, 'additive': 21.1, 'lod_score': 0.22184874961635637}]
self.assertEqual(expected_results, results)
diff --git a/wqflask/tests/unit/wqflask/marker_regression/test_qtlreaper_mapping.py b/wqflask/tests/unit/wqflask/marker_regression/test_qtlreaper_mapping.py
index 5cc8fd0f..c762982b 100644
--- a/wqflask/tests/unit/wqflask/marker_regression/test_qtlreaper_mapping.py
+++ b/wqflask/tests/unit/wqflask/marker_regression/test_qtlreaper_mapping.py
@@ -13,10 +13,12 @@ class TestQtlReaperMapping(unittest.TestCase):
samples = ["S1", "S2", "S3", "S4","S5"]
trait_filename = "trait_file"
with mock.patch("builtins.open", mock.mock_open())as mock_open:
- gen_pheno_txt_file(samples=samples, vals=vals, trait_filename=trait_filename)
+ gen_pheno_txt_file(samples=samples, vals=vals,
+ trait_filename=trait_filename)
mock_open.assert_called_once_with("/home/user/data/gn2/trait_file.txt", "w")
filehandler = mock_open()
- write_calls = [mock.call('Trait\t'), mock.call('S1\tS3\tS4\n'), mock.call('T1\t'), mock.call('V1\tV4\tV3')]
+ write_calls = [mock.call('Trait\t'), mock.call(
+ 'S1\tS3\tS4\n'), mock.call('T1\t'), mock.call('V1\tV4\tV3')]
filehandler.write.assert_has_calls(write_calls)
diff --git a/wqflask/tests/unit/wqflask/marker_regression/test_rqtl_mapping.py b/wqflask/tests/unit/wqflask/marker_regression/test_rqtl_mapping.py
index 6267ce9a..6996c275 100644
--- a/wqflask/tests/unit/wqflask/marker_regression/test_rqtl_mapping.py
+++ b/wqflask/tests/unit/wqflask/marker_regression/test_rqtl_mapping.py
@@ -20,7 +20,8 @@ class TestRqtlMapping(unittest.TestCase):
def test_get_trait_data(self, mock_logger, mock_db):
"""test for getting trait data_type return True"""
query_value = """SELECT value FROM TraitMetadata WHERE type='trait_data_type'"""
- mock_db.db.execute.return_value.fetchone.return_value = ["""{"type":"trait_data_type","name":"T1","traid_id":"fer434f"}"""]
+ mock_db.db.execute.return_value.fetchone.return_value = [
+ """{"type":"trait_data_type","name":"T1","traid_id":"fer434f"}"""]
results = get_trait_data_type("traid_id")
mock_db.db.execute.assert_called_with(query_value)
self.assertEqual(results, "fer434f")
diff --git a/wqflask/tests/unit/wqflask/marker_regression/test_run_mapping.py b/wqflask/tests/unit/wqflask/marker_regression/test_run_mapping.py
index a29d8cfb..78cd3be9 100644
--- a/wqflask/tests/unit/wqflask/marker_regression/test_run_mapping.py
+++ b/wqflask/tests/unit/wqflask/marker_regression/test_run_mapping.py
@@ -187,7 +187,8 @@ class TestRunMapping(unittest.TestCase):
mock.call('Time/Date: 09/01/19 / 10:12:12\n'),
mock.call('Population: Human GP1_\n'), mock.call(
'Data Set: dataser_1\n'),
- mock.call('N Samples: 100\n'), mock.call('Transform - Quantile Normalized\n'),
+ mock.call('N Samples: 100\n'), mock.call(
+ 'Transform - Quantile Normalized\n'),
mock.call('Gene Symbol: IGFI\n'), mock.call(
'Location: X1 @ 123313 Mb\n'),
mock.call('Cofactors (dataset - trait):\n'),
diff --git a/wqflask/tests/unit/wqflask/test_server_side.py b/wqflask/tests/unit/wqflask/test_server_side.py
index 4f91d8ca..69977146 100644
--- a/wqflask/tests/unit/wqflask/test_server_side.py
+++ b/wqflask/tests/unit/wqflask/test_server_side.py
@@ -22,10 +22,13 @@ class TestServerSideTableTests(unittest.TestCase):
{'first': 'c', 'second': 1, 'third': 'ss'},
]
headers = ['first', 'second', 'third']
- request_args = {'sEcho': '1', 'iSortCol_0': '1', 'iSortingCols': '1', 'sSortDir_0': 'asc', 'iDisplayStart': '0', 'iDisplayLength': '3'}
+ request_args = {'sEcho': '1', 'iSortCol_0': '1', 'iSortingCols': '1',
+ 'sSortDir_0': 'asc', 'iDisplayStart': '0', 'iDisplayLength': '3'}
- test_page = ServerSideTable(rows_count, table_rows, headers, request_args).get_page()
+ test_page = ServerSideTable(
+ rows_count, table_rows, headers, request_args).get_page()
self.assertEqual(test_page['sEcho'], '1')
self.assertEqual(test_page['iTotalRecords'], 'nan')
self.assertEqual(test_page['iTotalDisplayRecords'], '3')
- self.assertEqual(test_page['data'], [{'first': 'b', 'second': 2, 'third': 'aa'}, {'first': 'c', 'second': 1, 'third': 'ss'}, {'first': 'd', 'second': 4, 'third': 'zz'}])
+ self.assertEqual(test_page['data'], [{'first': 'b', 'second': 2, 'third': 'aa'}, {
+ 'first': 'c', 'second': 1, 'third': 'ss'}, {'first': 'd', 'second': 4, 'third': 'zz'}])
diff --git a/wqflask/tests/wqflask/show_trait/testSampleList.py b/wqflask/tests/wqflask/show_trait/testSampleList.py
index 441a88a7..305586ce 100644
--- a/wqflask/tests/wqflask/show_trait/testSampleList.py
+++ b/wqflask/tests/wqflask/show_trait/testSampleList.py
@@ -13,4 +13,5 @@ class TestSampleList(unittest.TestCase):
sorted_list_a = natural_sort(characters_list)
sorted_list_b = natural_sort(names_list)
self.assertEqual(sorted_list_a, ["a", "f", "g", "q", "s", "t", "z"])
- self.assertEqual(sorted_list_b, ["Dataset", "Sample", "publish", "temp1"])
+ self.assertEqual(
+ sorted_list_b, ["Dataset", "Sample", "publish", "temp1"])
diff --git a/wqflask/tests/wqflask/show_trait/test_show_trait.py b/wqflask/tests/wqflask/show_trait/test_show_trait.py
index 24c3923e..63df2ba5 100644
--- a/wqflask/tests/wqflask/show_trait/test_show_trait.py
+++ b/wqflask/tests/wqflask/show_trait/test_show_trait.py
@@ -72,7 +72,8 @@ class TestTraits(unittest.TestCase):
mock_get.return_value = get_return_obj
results = get_ncbi_summary(trait)
mock_exists.assert_called_once()
- mock_get.assert_called_once_with(f"http://eutils.ncbi.nlm.nih.gov/entrez/eutils/esummary.fcgi?db=gene&id={trait.geneid}&retmode=json")
+ mock_get.assert_called_once_with(
+ f"http://eutils.ncbi.nlm.nih.gov/entrez/eutils/esummary.fcgi?db=gene&id={trait.geneid}&retmode=json")
self.assertEqual(results, "this is a summary of the geneid")
diff --git a/wqflask/utility/Plot.py b/wqflask/utility/Plot.py
index d35b2089..4f5691c1 100644
--- a/wqflask/utility/Plot.py
+++ b/wqflask/utility/Plot.py
@@ -178,7 +178,8 @@ def plotBar(canvas, data, barColor=BLUE, axesColor=BLACK, labelColor=BLACK, XLab
# draw drawing region
im_drawer.rectangle(
- xy=((xLeftOffset, yTopOffset), (xLeftOffset + plotWidth, yTopOffset + plotHeight))
+ xy=((xLeftOffset, yTopOffset),
+ (xLeftOffset + plotWidth, yTopOffset + plotHeight))
)
# draw scale
@@ -199,11 +200,13 @@ def plotBar(canvas, data, barColor=BLUE, axesColor=BLACK, labelColor=BLACK, XLab
y = yLow
for i in range(int(stepY) + 1):
yc = yTopOffset + plotHeight - (y - yLow) * yScale
- im_drawer.line(xy=((xLeftOffset, yc), (xLeftOffset - 5, yc)), fill=axesColor)
+ im_drawer.line(
+ xy=((xLeftOffset, yc), (xLeftOffset - 5, yc)), fill=axesColor)
strY = "%d" % y
im_drawer.text(
text=strY,
- xy=(xLeftOffset - im_drawer.textsize(strY, font=scaleFont)[0] - 6, yc + 5),
+ xy=(xLeftOffset - im_drawer.textsize(strY,
+ font=scaleFont)[0] - 6, yc + 5),
font=scaleFont)
y += (yTop - yLow) / stepY
diff --git a/wqflask/utility/benchmark.py b/wqflask/utility/benchmark.py
index 48ab1dc0..6ece2f21 100644
--- a/wqflask/utility/benchmark.py
+++ b/wqflask/utility/benchmark.py
@@ -19,7 +19,8 @@ class Bench:
if self.name:
logger.debug("Starting benchmark: %s" % (self.name))
else:
- logger.debug("Starting benchmark at: %s [%i]" % (inspect.stack()[1][3], inspect.stack()[1][2]))
+ logger.debug("Starting benchmark at: %s [%i]" % (
+ inspect.stack()[1][3], inspect.stack()[1][2]))
self.start_time = time.time()
def __exit__(self, type, value, traceback):
@@ -33,11 +34,13 @@ class Bench:
logger.info(" %s took: %f seconds" % (name, (time_taken)))
if self.name:
- Bench.entries[self.name] = Bench.entries.get(self.name, 0) + time_taken
+ Bench.entries[self.name] = Bench.entries.get(
+ self.name, 0) + time_taken
@classmethod
def report(cls):
- total_time = sum((time_taken for time_taken in list(cls.entries.values())))
+ total_time = sum(
+ (time_taken for time_taken in list(cls.entries.values())))
print("\nTiming report\n")
for name, time_taken in list(cls.entries.items()):
percent = int(round((time_taken / total_time) * 100))
diff --git a/wqflask/utility/corestats.py b/wqflask/utility/corestats.py
index 523280a1..da0a21db 100644
--- a/wqflask/utility/corestats.py
+++ b/wqflask/utility/corestats.py
@@ -65,7 +65,8 @@ class Stats:
if len(self.sequence) < 1:
value = None
elif (percentile >= 100):
- sys.stderr.write('ERROR: percentile must be < 100. you supplied: %s\n' % percentile)
+ sys.stderr.write(
+ 'ERROR: percentile must be < 100. you supplied: %s\n' % percentile)
value = None
else:
element_idx = int(len(self.sequence) * (percentile / 100.0))
diff --git a/wqflask/utility/elasticsearch_tools.py b/wqflask/utility/elasticsearch_tools.py
index 9415cef0..55907dd5 100644
--- a/wqflask/utility/elasticsearch_tools.py
+++ b/wqflask/utility/elasticsearch_tools.py
@@ -49,7 +49,8 @@ from utility.tools import ELASTICSEARCH_HOST, ELASTICSEARCH_PORT
def test_elasticsearch_connection():
- es = Elasticsearch(['http://' + ELASTICSEARCH_HOST + ":" + str(ELASTICSEARCH_PORT) + '/'], verify_certs=True)
+ es = Elasticsearch(['http://' + ELASTICSEARCH_HOST + \
+ ":" + str(ELASTICSEARCH_PORT) + '/'], verify_certs=True)
if not es.ping():
logger.warning("Elasticsearch is DOWN")
@@ -88,7 +89,8 @@ def setup_users_index(es_connection):
"type": "keyword"}}}
es_connection.indices.create(index='users', ignore=400)
- es_connection.indices.put_mapping(body=index_settings, index="users", doc_type="local")
+ es_connection.indices.put_mapping(
+ body=index_settings, index="users", doc_type="local")
def get_user_by_unique_column(es, column_name, column_value, index="users", doc_type="local"):
diff --git a/wqflask/utility/gen_geno_ob.py b/wqflask/utility/gen_geno_ob.py
index 24604e58..e619b7b6 100644
--- a/wqflask/utility/gen_geno_ob.py
+++ b/wqflask/utility/gen_geno_ob.py
@@ -38,13 +38,15 @@ class genotype:
def read_rdata_output(self, qtl_results):
# ZS: This is necessary because R/qtl requires centimorgan marker positions, which it normally gets from the .geno file, but that doesn't exist for HET3-ITP (which only has RData), so it needs to read in the marker cM positions from the results
- self.chromosomes = [] # ZS: Overwriting since the .geno file's contents are just placeholders
+ # ZS: Overwriting since the .geno file's contents are just placeholders
+ self.chromosomes = []
this_chr = "" # ZS: This is so it can track when the chromosome changes as it iterates through markers
chr_ob = None
for marker in qtl_results:
locus = Locus(self)
- if (str(marker['chr']) != this_chr) and this_chr != "X": # ZS: This is really awkward but works as a temporary fix
+ # ZS: This is really awkward but works as a temporary fix
+ if (str(marker['chr']) != this_chr) and this_chr != "X":
if this_chr != "":
self.chromosomes.append(chr_ob)
this_chr = str(marker['chr'])
@@ -156,9 +158,11 @@ class Locus:
try:
self.cM = float(marker_row[geno_ob.cm_column])
except:
- self.cM = float(marker_row[geno_ob.mb_column]) if geno_ob.mb_exists else 0
+ self.cM = float(
+ marker_row[geno_ob.mb_column]) if geno_ob.mb_exists else 0
try:
- self.Mb = float(marker_row[geno_ob.mb_column]) if geno_ob.mb_exists else None
+ self.Mb = float(
+ marker_row[geno_ob.mb_column]) if geno_ob.mb_exists else None
except:
self.Mb = self.cM
diff --git a/wqflask/utility/genofile_parser.py b/wqflask/utility/genofile_parser.py
index 94a08c17..09100bd9 100644
--- a/wqflask/utility/genofile_parser.py
+++ b/wqflask/utility/genofile_parser.py
@@ -92,7 +92,8 @@ class ConvertGenoFile:
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()])
+ this_marker.genotypes.append(
+ self.configurations[genotype.upper().strip()])
else:
print("WARNING:", genotype.upper())
this_marker.genotypes.append("NA")
diff --git a/wqflask/utility/logger.py b/wqflask/utility/logger.py
index 47079818..d706e32a 100644
--- a/wqflask/utility/logger.py
+++ b/wqflask/utility/logger.py
@@ -151,5 +151,6 @@ def getLogger(name, level=None):
else:
logger.setLevel(LOG_LEVEL)
- logger.info("Log level of " + name + " set to " + logging.getLevelName(logger.getEffectiveLevel()))
+ logger.info("Log level of " + name + " set to " + \
+ logging.getLevelName(logger.getEffectiveLevel()))
return gnlogger
diff --git a/wqflask/utility/redis_tools.py b/wqflask/utility/redis_tools.py
index 8052035f..96a4be12 100644
--- a/wqflask/utility/redis_tools.py
+++ b/wqflask/utility/redis_tools.py
@@ -133,8 +133,10 @@ def get_user_groups(user_id):
for key in groups_list:
try:
group_ob = json.loads(groups_list[key])
- group_admins = set([this_admin.encode('utf-8') if this_admin else None for this_admin in group_ob['admins']])
- group_members = set([this_member.encode('utf-8') if this_member else None for this_member in group_ob['members']])
+ group_admins = set([this_admin.encode(
+ 'utf-8') if this_admin else None for this_admin in group_ob['admins']])
+ group_members = set([this_member.encode(
+ 'utf-8') if this_member else None for this_member in group_ob['members']])
if user_id in group_admins:
admin_group_ids.append(group_ob['id'])
elif user_id in group_members:
@@ -203,7 +205,8 @@ def get_groups_like_unique_column(column_name, column_value):
if column_value in group_info[column_name]:
matched_groups.append(group_info)
else:
- matched_groups.append(load_json_from_redis(group_list, column_value))
+ matched_groups.append(
+ load_json_from_redis(group_list, column_value))
return matched_groups
diff --git a/wqflask/utility/startup_config.py b/wqflask/utility/startup_config.py
index 92f944bc..05f8a2b0 100644
--- a/wqflask/utility/startup_config.py
+++ b/wqflask/utility/startup_config.py
@@ -28,7 +28,8 @@ def app_config():
port = get_setting_int("SERVER_PORT")
if get_setting_bool("USE_GN_SERVER"):
- print(("GN2 API server URL is [" + BLUE + get_setting("GN_SERVER_URL") + ENDC + "]"))
+ print(
+ ("GN2 API server URL is [" + BLUE + get_setting("GN_SERVER_URL") + ENDC + "]"))
import requests
page = requests.get(get_setting("GN_SERVER_URL"))
if page.status_code != 200:
@@ -37,4 +38,5 @@ def app_config():
# import utility.elasticsearch_tools as es
# es.test_elasticsearch_connection()
- print(("GN2 is running. Visit %s[http://localhost:%s/%s](%s)" % (BLUE, str(port), ENDC, get_setting("WEBSERVER_URL"))))
+ print(("GN2 is running. Visit %s[http://localhost:%s/%s](%s)" %
+ (BLUE, str(port), ENDC, get_setting("WEBSERVER_URL"))))
diff --git a/wqflask/utility/svg.py b/wqflask/utility/svg.py
index f5ef81e1..8d2e13ab 100644
--- a/wqflask/utility/svg.py
+++ b/wqflask/utility/svg.py
@@ -239,19 +239,23 @@ class pathdata:
def smbezier(self, x2, y2, x, y):
"""smooth bezier with xy2 to xy absolut"""
- self.path.append('S' + str(x2) + ',' + str(y2) + ' ' + str(x) + ',' + str(y))
+ self.path.append('S' + str(x2) + ',' + str(y2) + \
+ ' ' + str(x) + ',' + str(y))
def relsmbezier(self, x2, y2, x, y):
"""smooth bezier with xy2 to xy relative"""
- self.path.append('s' + str(x2) + ',' + str(y2) + ' ' + str(x) + ',' + str(y))
+ self.path.append('s' + str(x2) + ',' + str(y2) + \
+ ' ' + str(x) + ',' + str(y))
def qbezier(self, x1, y1, x, y):
"""quadratic bezier with xy1 to xy absolut"""
- self.path.append('Q' + str(x1) + ',' + str(y1) + ' ' + str(x) + ',' + str(y))
+ self.path.append('Q' + str(x1) + ',' + str(y1) + \
+ ' ' + str(x) + ',' + str(y))
def relqbezier(self, x1, y1, x, y):
"""quadratic bezier with xy1 to xy relative"""
- self.path.append('q' + str(x1) + ',' + str(y1) + ' ' + str(x) + ',' + str(y))
+ self.path.append('q' + str(x1) + ',' + str(y1) + \
+ ' ' + str(x) + ',' + str(y))
def smqbezier(self, x, y):
"""smooth quadratic bezier to xy absolut"""
@@ -447,7 +451,8 @@ class rect(SVGelement):
if width == None or height == None:
raise ValueError('both height and width are required')
- SVGelement.__init__(self, 'rect', {'width': width, 'height': height}, **args)
+ SVGelement.__init__(
+ self, 'rect', {'width': width, 'height': height}, **args)
if x != None:
self.attributes['x'] = x
if y != None:
@@ -545,7 +550,8 @@ class polyline(SVGelement):
"""
def __init__(self, points, fill=None, stroke=None, stroke_width=None,**args):
- SVGelement.__init__(self, 'polyline', {'points': _xypointlist(points)}, **args)
+ SVGelement.__init__(self, 'polyline', {
+ 'points': _xypointlist(points)}, **args)
if fill != None:
self.attributes['fill'] = fill
if stroke_width != None:
@@ -561,7 +567,8 @@ class polygon(SVGelement):
"""
def __init__(self, points, fill=None, stroke=None, stroke_width=None,**args):
- SVGelement.__init__(self, 'polygon', {'points': _xypointlist(points)}, **args)
+ SVGelement.__init__(
+ self, 'polygon', {'points': _xypointlist(points)}, **args)
if fill != None:
self.attributes['fill'] = fill
if stroke_width != None:
@@ -745,7 +752,8 @@ class image(SVGelement):
def __init__(self, url, x=None, y=None, width=None,height=None,**args):
if width == None or height == None:
raise ValueError('both height and width are required')
- SVGelement.__init__(self, 'image', {'xlink:href': url, 'width': width, 'height':height}, **args)
+ SVGelement.__init__(
+ self, 'image', {'xlink:href': url, 'width': width, 'height':height}, **args)
if x != None:
self.attributes['x'] = x
if y != None:
@@ -886,7 +894,8 @@ class script(SVGelement):
"""
def __init__(self, type, cdata=None, **args):
- SVGelement.__init__(self, 'script', {'type': type}, cdata=cdata, **args)
+ SVGelement.__init__(
+ self, 'script', {'type': type}, cdata=cdata, **args)
class animate(SVGelement):
@@ -896,7 +905,8 @@ class animate(SVGelement):
"""
def __init__(self, attribute, fr=None, to=None, dur=None,**args):
- SVGelement.__init__(self, 'animate', {'attributeName': attribute}, **args)
+ SVGelement.__init__(
+ self, 'animate', {'attributeName': attribute}, **args)
if fr != None:
self.attributes['from'] = fr
if to != None:
@@ -926,7 +936,8 @@ class animateTransform(SVGelement):
"""
def __init__(self, type=None, fr=None, to=None, dur=None,**args):
- SVGelement.__init__(self, 'animateTransform', {'attributeName': 'transform'}, **args)
+ SVGelement.__init__(self, 'animateTransform', {
+ 'attributeName': 'transform'}, **args)
# As far as I know the attributeName is always transform
if type != None:
self.attributes['type'] = type
@@ -945,7 +956,8 @@ class animateColor(SVGelement):
"""
def __init__(self, attribute, type=None, fr=None, to=None,dur=None,**args):
- SVGelement.__init__(self, 'animateColor', {'attributeName': attribute}, **args)
+ SVGelement.__init__(self, 'animateColor', {
+ 'attributeName': attribute}, **args)
if type != None:
self.attributes['type'] = type
if fr != None:
@@ -1020,11 +1032,13 @@ class drawing:
import io
xml = io.StringIO()
xml.write("\n")
- xml.write("\n" % (item, self.entity[item]))
+ xml.write("\n" %
+ (item, self.entity[item]))
xml.write("]")
xml.write(">\n")
self.svg.toXml(0, xml)
@@ -1042,7 +1056,8 @@ class drawing:
else:
if filename[-4:] == 'svgz':
import gzip
- f = gzip.GzipFile(filename=filename, mode="wb", compresslevel=9)
+ f = gzip.GzipFile(filename=filename,
+ mode="wb", compresslevel=9)
f.write(xml.getvalue())
f.close()
else:
@@ -1057,7 +1072,8 @@ class drawing:
writes a svg drawing to the screen or to a file
compresses if filename ends with svgz or if compress is true
"""
- doctype = implementation.createDocumentType('svg', "-//W3C//DTD SVG 1.0//EN""", 'http://www.w3.org/TR/2001/REC-SVG-20010904/DTD/svg10.dtd ')
+ doctype = implementation.createDocumentType(
+ 'svg', "-//W3C//DTD SVG 1.0//EN""", 'http://www.w3.org/TR/2001/REC-SVG-20010904/DTD/svg10.dtd ')
global root
# root is defined global so it can be used by the appender. Its also possible to use it as an arugument but
@@ -1076,8 +1092,10 @@ class drawing:
if element.text:
textnode = root.createTextNode(element.text)
e.appendChild(textnode)
- for attribute in list(element.attributes.keys()): # in element.attributes is supported from python 2.2
- e.setAttribute(attribute, str(element.attributes[attribute]))
+ # in element.attributes is supported from python 2.2
+ for attribute in list(element.attributes.keys()):
+ e.setAttribute(attribute, str(
+ element.attributes[attribute]))
if element.elements:
for el in element.elements:
e = appender(el, e)
@@ -1105,7 +1123,8 @@ class drawing:
import io
xml = io.StringIO()
PrettyPrint(root, xml)
- f = gzip.GzipFile(filename=filename, mode='wb', compresslevel=9)
+ f = gzip.GzipFile(filename=filename,
+ mode='wb', compresslevel=9)
f.write(xml.getvalue())
f.close()
else:
@@ -1119,7 +1138,8 @@ class drawing:
try:
import xml.parsers.xmlproc.xmlval
except:
- raise exceptions.ImportError('PyXml is required for validating SVG')
+ raise exceptions.ImportError(
+ 'PyXml is required for validating SVG')
svg = self.toXml()
xv = xml.parsers.xmlproc.xmlval.XMLValidator()
try:
diff --git a/wqflask/utility/tools.py b/wqflask/utility/tools.py
index 4fe4db08..263c3948 100644
--- a/wqflask/utility/tools.py
+++ b/wqflask/utility/tools.py
@@ -64,7 +64,8 @@ def get_setting(command_id, guess=None):
command = value(guess)
if command is None or command == "":
# print command
- raise Exception(command_id + ' setting unknown or faulty (update default_settings.py?).')
+ raise Exception(
+ command_id + ' setting unknown or faulty (update default_settings.py?).')
# print("Set "+command_id+"="+str(command))
return command
@@ -113,7 +114,8 @@ def js_path(module=None):
try_guix = get_setting("JS_GUIX_PATH") + "/" + module
if valid_path(try_guix):
return try_guix
- raise "No JS path found for " + module + " (if not in Guix check JS_GN_PATH)"
+ raise "No JS path found for " + module + \
+ " (if not in Guix check JS_GN_PATH)"
def reaper_command(guess=None):
@@ -292,7 +294,8 @@ ORCID_CLIENT_SECRET = get_setting('ORCID_CLIENT_SECRET')
ORCID_AUTH_URL = None
if ORCID_CLIENT_ID != 'UNKNOWN' and ORCID_CLIENT_SECRET:
ORCID_AUTH_URL = "https://orcid.org/oauth/authorize?response_type=code&scope=/authenticate&show_login=true&client_id=" + \
- ORCID_CLIENT_ID + "&client_secret=" + ORCID_CLIENT_SECRET + "&redirect_uri=" + GN2_BRANCH_URL + "n/login/orcid_oauth2"
+ ORCID_CLIENT_ID + "&client_secret=" + ORCID_CLIENT_SECRET + \
+ "&redirect_uri=" + GN2_BRANCH_URL + "n/login/orcid_oauth2"
ORCID_TOKEN_URL = get_setting('ORCID_TOKEN_URL')
ELASTICSEARCH_HOST = get_setting('ELASTICSEARCH_HOST')
@@ -320,7 +323,8 @@ assert_dir(JS_GUIX_PATH + '/cytoscape-panzoom')
CSS_PATH = JS_GUIX_PATH # The CSS is bundled together with the JS
# assert_dir(JS_PATH)
-JS_TWITTER_POST_FETCHER_PATH = get_setting("JS_TWITTER_POST_FETCHER_PATH", js_path("javascript-twitter-post-fetcher"))
+JS_TWITTER_POST_FETCHER_PATH = get_setting(
+ "JS_TWITTER_POST_FETCHER_PATH", js_path("javascript-twitter-post-fetcher"))
assert_dir(JS_TWITTER_POST_FETCHER_PATH)
assert_file(JS_TWITTER_POST_FETCHER_PATH + "/js/twitterFetcher_min.js")
diff --git a/wqflask/wqflask/api/correlation.py b/wqflask/wqflask/api/correlation.py
index f1dd148f..52026a82 100644
--- a/wqflask/wqflask/api/correlation.py
+++ b/wqflask/wqflask/api/correlation.py
@@ -25,13 +25,16 @@ def do_correlation(start_vars):
assert('trait_id' in start_vars)
this_dataset = data_set.create_dataset(dataset_name=start_vars['db'])
- target_dataset = data_set.create_dataset(dataset_name=start_vars['target_db'])
- this_trait = create_trait(dataset=this_dataset, name=start_vars['trait_id'])
+ target_dataset = data_set.create_dataset(
+ dataset_name=start_vars['target_db'])
+ this_trait = create_trait(dataset=this_dataset,
+ name=start_vars['trait_id'])
this_trait = retrieve_sample_data(this_trait, this_dataset)
corr_params = init_corr_params(start_vars)
- corr_results = calculate_results(this_trait, this_dataset, target_dataset, corr_params)
+ corr_results = calculate_results(
+ this_trait, this_dataset, target_dataset, corr_params)
#corr_results = collections.OrderedDict(sorted(corr_results.items(), key=lambda t: -abs(t[1][0])))
final_results = []
@@ -75,54 +78,66 @@ def calculate_results(this_trait, this_dataset, target_dataset, corr_params):
if corr_params['type'] == "tissue":
trait_symbol_dict = this_dataset.retrieve_genes("Symbol")
- corr_results = do_tissue_correlation_for_all_traits(this_trait, trait_symbol_dict, corr_params)
+ corr_results = do_tissue_correlation_for_all_traits(
+ this_trait, trait_symbol_dict, corr_params)
sorted_results = collections.OrderedDict(sorted(list(corr_results.items()),
key=lambda t: -abs(t[1][1])))
- elif corr_params['type'] == "literature" or corr_params['type'] == "lit": # ZS: Just so a user can use either "lit" or "literature"
+ # ZS: Just so a user can use either "lit" or "literature"
+ elif corr_params['type'] == "literature" or corr_params['type'] == "lit":
trait_geneid_dict = this_dataset.retrieve_genes("GeneId")
- corr_results = do_literature_correlation_for_all_traits(this_trait, this_dataset, trait_geneid_dict, corr_params)
+ corr_results = do_literature_correlation_for_all_traits(
+ this_trait, this_dataset, trait_geneid_dict, corr_params)
sorted_results = collections.OrderedDict(sorted(list(corr_results.items()),
key=lambda t: -abs(t[1][1])))
else:
for target_trait, target_vals in list(target_dataset.trait_data.items()):
- result = get_sample_r_and_p_values(this_trait, this_dataset, target_vals, target_dataset, corr_params['type'])
+ result = get_sample_r_and_p_values(
+ this_trait, this_dataset, target_vals, target_dataset, corr_params['type'])
if result is not None:
corr_results[target_trait] = result
- sorted_results = collections.OrderedDict(sorted(list(corr_results.items()), key=lambda t: -abs(t[1][0])))
+ sorted_results = collections.OrderedDict(
+ sorted(list(corr_results.items()), key=lambda t: -abs(t[1][0])))
return sorted_results
def do_tissue_correlation_for_all_traits(this_trait, trait_symbol_dict, corr_params, tissue_dataset_id=1):
# Gets tissue expression values for the primary trait
- primary_trait_tissue_vals_dict = correlation_functions.get_trait_symbol_and_tissue_values(symbol_list=[this_trait.symbol])
+ primary_trait_tissue_vals_dict = correlation_functions.get_trait_symbol_and_tissue_values(
+ symbol_list=[this_trait.symbol])
if this_trait.symbol.lower() in primary_trait_tissue_vals_dict:
- primary_trait_tissue_values = primary_trait_tissue_vals_dict[this_trait.symbol.lower()]
+ primary_trait_tissue_values = primary_trait_tissue_vals_dict[this_trait.symbol.lower(
+ )]
- corr_result_tissue_vals_dict = correlation_functions.get_trait_symbol_and_tissue_values(symbol_list=list(trait_symbol_dict.values()))
+ corr_result_tissue_vals_dict = correlation_functions.get_trait_symbol_and_tissue_values(
+ symbol_list=list(trait_symbol_dict.values()))
tissue_corr_data = {}
for trait, symbol in list(trait_symbol_dict.items()):
if symbol and symbol.lower() in corr_result_tissue_vals_dict:
- this_trait_tissue_values = corr_result_tissue_vals_dict[symbol.lower()]
+ this_trait_tissue_values = corr_result_tissue_vals_dict[symbol.lower(
+ )]
result = correlation_functions.cal_zero_order_corr_for_tiss(primary_trait_tissue_values,
this_trait_tissue_values,
corr_params['method'])
- tissue_corr_data[trait] = [result[0], result[1], result[2], symbol]
+ tissue_corr_data[trait] = [
+ result[0], result[1], result[2], symbol]
return tissue_corr_data
def do_literature_correlation_for_all_traits(this_trait, target_dataset, trait_geneid_dict, corr_params):
- input_trait_mouse_gene_id = convert_to_mouse_gene_id(target_dataset.group.species.lower(), this_trait.geneid)
+ input_trait_mouse_gene_id = convert_to_mouse_gene_id(
+ target_dataset.group.species.lower(), this_trait.geneid)
lit_corr_data = {}
for trait, gene_id in list(trait_geneid_dict.items()):
- mouse_gene_id = convert_to_mouse_gene_id(target_dataset.group.species.lower(), gene_id)
+ mouse_gene_id = convert_to_mouse_gene_id(
+ target_dataset.group.species.lower(), gene_id)
if mouse_gene_id and str(mouse_gene_id).find(";") == -1:
result = g.db.execute(
@@ -168,12 +183,15 @@ def get_sample_r_and_p_values(this_trait, this_dataset, target_vals, target_data
this_trait_vals.append(this_sample_value)
shared_target_vals.append(target_sample_value)
- this_trait_vals, shared_target_vals, num_overlap = corr_result_helpers.normalize_values(this_trait_vals, shared_target_vals)
+ this_trait_vals, shared_target_vals, num_overlap = corr_result_helpers.normalize_values(
+ this_trait_vals, shared_target_vals)
if type == 'pearson':
- sample_r, sample_p = scipy.stats.pearsonr(this_trait_vals, shared_target_vals)
+ sample_r, sample_p = scipy.stats.pearsonr(
+ this_trait_vals, shared_target_vals)
else:
- sample_r, sample_p = scipy.stats.spearmanr(this_trait_vals, shared_target_vals)
+ sample_r, sample_p = scipy.stats.spearmanr(
+ this_trait_vals, shared_target_vals)
if num_overlap > 5:
if scipy.isnan(sample_r):
diff --git a/wqflask/wqflask/api/mapping.py b/wqflask/wqflask/api/mapping.py
index 662090d5..c22b44a9 100644
--- a/wqflask/wqflask/api/mapping.py
+++ b/wqflask/wqflask/api/mapping.py
@@ -37,20 +37,25 @@ def do_mapping_for_api(start_vars):
mapping_params = initialize_parameters(start_vars, dataset, this_trait)
- covariates = "" # ZS: It seems to take an empty string as default. This should probably be changed.
+ # ZS: It seems to take an empty string as default. This should probably be changed.
+ covariates = ""
if mapping_params['mapping_method'] == "gemma":
header_row = ["name", "chr", "Mb", "lod_score", "p_value"]
- if mapping_params['use_loco'] == "True": # ZS: gemma_mapping returns both results and the filename for LOCO, so need to only grab the former for api
- result_markers = gemma_mapping.run_gemma(this_trait, dataset, samples, vals, covariates, mapping_params['use_loco'], mapping_params['maf'])[0]
+ # ZS: gemma_mapping returns both results and the filename for LOCO, so need to only grab the former for api
+ if mapping_params['use_loco'] == "True":
+ result_markers = gemma_mapping.run_gemma(
+ this_trait, dataset, samples, vals, covariates, mapping_params['use_loco'], mapping_params['maf'])[0]
else:
- result_markers = gemma_mapping.run_gemma(this_trait, dataset, samples, vals, covariates, mapping_params['use_loco'], mapping_params['maf'])
+ result_markers = gemma_mapping.run_gemma(
+ this_trait, dataset, samples, vals, covariates, mapping_params['use_loco'], mapping_params['maf'])
elif mapping_params['mapping_method'] == "rqtl":
header_row = ["name", "chr", "cM", "lod_score"]
if mapping_params['num_perm'] > 0:
_sperm_output, _suggestive, _significant, result_markers = rqtl_mapping.run_rqtl_geno(vals, dataset, mapping_params['rqtl_method'], mapping_params['rqtl_model'],
mapping_params['perm_check'], mapping_params['num_perm'],
- mapping_params['do_control'], mapping_params['control_marker'],
+ mapping_params['do_control'], mapping_params[
+ 'control_marker'],
mapping_params['manhattan_plot'], mapping_params['pair_scan'])
else:
result_markers = rqtl_mapping.run_rqtl_geno(vals, dataset, mapping_params['rqtl_method'], mapping_params['rqtl_model'],
diff --git a/wqflask/wqflask/api/router.py b/wqflask/wqflask/api/router.py
index 4f9cc6e5..e7dfa4e0 100644
--- a/wqflask/wqflask/api/router.py
+++ b/wqflask/wqflask/api/router.py
@@ -35,7 +35,8 @@ def hello_world():
@app.route("/api/v_{}/species".format(version))
def get_species_list():
- results = g.db.execute("SELECT SpeciesId, Name, FullName, TaxonomyId FROM Species;")
+ results = g.db.execute(
+ "SELECT SpeciesId, Name, FullName, TaxonomyId FROM Species;")
the_species = results.fetchall()
species_list = []
for species in the_species:
@@ -313,7 +314,8 @@ def get_dataset_info(dataset_name, group_name=None, file_format="json"):
@app.route("/api/v_{}/traits/".format(version), methods=("GET",))
@app.route("/api/v_{}/traits/.".format(version), methods=("GET",))
def fetch_traits(dataset_name, file_format="json"):
- trait_ids, trait_names, data_type, dataset_id = get_dataset_trait_ids(dataset_name, request.args)
+ trait_ids, trait_names, data_type, dataset_id = get_dataset_trait_ids(
+ dataset_name, request.args)
if ("ids_only" in request.args) and (len(trait_ids) > 0):
if file_format == "json":
filename = dataset_name + "_trait_ids.json"
@@ -361,7 +363,8 @@ def fetch_traits(dataset_name, file_format="json"):
ProbeSet.Id
"""
- field_list = ["Id", "Name", "Symbol", "Description", "Chr", "Mb", "Aliases", "Mean", "SE", "Locus", "LRS", "P-Value", "Additive", "h2"]
+ field_list = ["Id", "Name", "Symbol", "Description", "Chr", "Mb",
+ "Aliases", "Mean", "SE", "Locus", "LRS", "P-Value", "Additive", "h2"]
elif data_type == "Geno":
query = """
SELECT
@@ -378,7 +381,8 @@ def fetch_traits(dataset_name, file_format="json"):
Geno.Id
"""
- field_list = ["Id", "Name", "Marker_Name", "Chr", "Mb", "Sequence", "Source"]
+ field_list = ["Id", "Name", "Marker_Name",
+ "Chr", "Mb", "Sequence", "Source"]
else:
query = """
SELECT
@@ -394,7 +398,8 @@ def fetch_traits(dataset_name, file_format="json"):
PublishXRef.Id
"""
- field_list = ["Id", "PhenotypeId", "PublicationId", "Locus", "LRS", "Additive", "Sequence"]
+ field_list = ["Id", "PhenotypeId", "PublicationId",
+ "Locus", "LRS", "Additive", "Sequence"]
if 'limit_to' in request.args:
limit_number = request.args['limit_to']
@@ -442,7 +447,8 @@ def fetch_traits(dataset_name, file_format="json"):
@app.route("/api/v_{}/sample_data/".format(version))
@app.route("/api/v_{}/sample_data/.".format(version))
def all_sample_data(dataset_name, file_format="csv"):
- trait_ids, trait_names, data_type, dataset_id = get_dataset_trait_ids(dataset_name, request.args)
+ trait_ids, trait_names, data_type, dataset_id = get_dataset_trait_ids(
+ dataset_name, request.args)
if len(trait_ids) > 0:
sample_list = get_samplelist(dataset_name)
@@ -676,7 +682,8 @@ def get_trait_info(dataset_name, trait_name, file_format="json"):
return flask.jsonify(trait_dict)
else:
- if "Publish" in dataset_name: # ZS: Check if the user input the dataset_name as BXDPublish, etc (which is always going to be the group name + "Publish"
+ # ZS: Check if the user input the dataset_name as BXDPublish, etc (which is always going to be the group name + "Publish"
+ if "Publish" in dataset_name:
dataset_name = dataset_name.replace("Publish", "")
group_id = get_group_id(dataset_name)
@@ -711,7 +718,8 @@ def get_corr_results():
results = correlation.do_correlation(request.args)
if len(results) > 0:
- return flask.jsonify(results) # ZS: I think flask.jsonify expects a dict/list instead of JSON
+ # ZS: I think flask.jsonify expects a dict/list instead of JSON
+ return flask.jsonify(results)
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
@@ -768,7 +776,8 @@ def get_genotypes(group_name, file_format="csv", dataset_name=None):
output_lines.append(line.split())
i += 1
- csv_writer = csv.writer(si, delimiter="\t", escapechar="\\", quoting = csv.QUOTE_NONE)
+ csv_writer = csv.writer(
+ si, delimiter="\t", escapechar="\\", quoting = csv.QUOTE_NONE)
else:
return return_error(code=204, source=request.url_rule.rule, title="No Results", details="")
elif file_format == "rqtl2":
@@ -779,18 +788,23 @@ def get_genotypes(group_name, file_format="csv", dataset_name=None):
filename = group_name
if os.path.isfile("{0}/{1}_geno.csv".format(flat_files("genotype/rqtl2"), group_name)):
- yaml_file = json.load(open("{0}/{1}.json".format(flat_files("genotype/rqtl2"), group_name)))
+ yaml_file = json.load(
+ open("{0}/{1}.json".format(flat_files("genotype/rqtl2"), group_name)))
yaml_file["geno"] = filename + "_geno.csv"
yaml_file["gmap"] = filename + "_gmap.csv"
yaml_file["pheno"] = filename + "_pheno.csv"
config_file = [filename + ".json", json.dumps(yaml_file)]
#config_file = [filename + ".yaml", open("{0}/{1}.yaml".format(flat_files("genotype/rqtl2"), group_name))]
- geno_file = [filename + "_geno.csv", open("{0}/{1}_geno.csv".format(flat_files("genotype/rqtl2"), group_name))]
- gmap_file = [filename + "_gmap.csv", open("{0}/{1}_gmap.csv".format(flat_files("genotype/rqtl2"), group_name))]
+ geno_file = [filename + "_geno.csv",
+ open("{0}/{1}_geno.csv".format(flat_files("genotype/rqtl2"), group_name))]
+ gmap_file = [filename + "_gmap.csv",
+ open("{0}/{1}_gmap.csv".format(flat_files("genotype/rqtl2"), group_name))]
if dataset_name:
- phenotypes = requests.get("http://gn2.genenetwork.org/api/v_pre1/sample_data/" + dataset_name)
+ phenotypes = requests.get(
+ "http://gn2.genenetwork.org/api/v_pre1/sample_data/" + dataset_name)
else:
- phenotypes = requests.get("http://gn2.genenetwork.org/api/v_pre1/sample_data/" + group_name + "Publish")
+ phenotypes = requests.get(
+ "http://gn2.genenetwork.org/api/v_pre1/sample_data/" + group_name + "Publish")
with ZipFile(memory_file, 'w', compression=ZIP_DEFLATED) as zf:
zf.writestr(config_file[0], config_file[1])
@@ -813,7 +827,8 @@ def get_genotypes(group_name, file_format="csv", dataset_name=None):
for line in genofile:
if limit_num and i >= limit_num:
break
- output_lines.append([line.strip() for line in line.split(",")])
+ output_lines.append([line.strip()
+ for line in line.split(",")])
i += 1
csv_writer = csv.writer(si, delimiter=",")
@@ -898,7 +913,8 @@ def get_dataset_trait_ids(dataset_name, start_vars):
results = g.db.execute(query).fetchall()
trait_ids = [result[0] for result in results]
- trait_names = [str(result[2]) + "_" + str(result[1]) for result in results]
+ trait_names = [str(result[2]) + "_" + str(result[1])
+ for result in results]
return trait_ids, trait_names, data_type, dataset_id
diff --git a/wqflask/wqflask/collect.py b/wqflask/wqflask/collect.py
index 61f73106..1fcf15f0 100644
--- a/wqflask/wqflask/collect.py
+++ b/wqflask/wqflask/collect.py
@@ -158,7 +158,8 @@ def remove_traits():
traits_to_remove = params['trait_list']
traits_to_remove = process_traits(traits_to_remove)
- members_now = g.user_session.remove_traits_from_collection(uc_id, traits_to_remove)
+ members_now = g.user_session.remove_traits_from_collection(
+ uc_id, traits_to_remove)
return redirect(url_for("view_collection", uc_id=uc_id))
@@ -181,7 +182,8 @@ def delete_collection():
else:
flash("We've deleted the selected collection.", "alert-info")
else:
- flash("We've deleted the collection: {}.".format(collection_name), "alert-info")
+ flash("We've deleted the collection: {}.".format(
+ collection_name), "alert-info")
return redirect(url_for('list_collections'))
@@ -191,7 +193,8 @@ def view_collection():
params = request.args
uc_id = params['uc_id']
- uc = next((collection for collection in g.user_session.user_collections if collection["id"] == uc_id))
+ uc = next(
+ (collection for collection in g.user_session.user_collections if collection["id"] == uc_id))
traits = uc["members"]
trait_obs = []
@@ -203,12 +206,14 @@ def view_collection():
name, dataset_name = atrait.split(':')
if dataset_name == "Temp":
group = name.split("_")[2]
- dataset = create_dataset(dataset_name, dataset_type="Temp", group_name=group)
+ dataset = create_dataset(
+ dataset_name, dataset_type="Temp", group_name=group)
trait_ob = create_trait(name=name, dataset=dataset)
else:
dataset = create_dataset(dataset_name)
trait_ob = create_trait(name=name, dataset=dataset)
- trait_ob = retrieve_trait_info(trait_ob, dataset, get_qtl_info=True)
+ trait_ob = retrieve_trait_info(
+ trait_ob, dataset, get_qtl_info=True)
trait_obs.append(trait_ob)
json_version.append(jsonable(trait_ob))
diff --git a/wqflask/wqflask/comparison_bar_chart/comparison_bar_chart.py b/wqflask/wqflask/comparison_bar_chart/comparison_bar_chart.py
index c135faa3..0fabb833 100644
--- a/wqflask/wqflask/comparison_bar_chart/comparison_bar_chart.py
+++ b/wqflask/wqflask/comparison_bar_chart/comparison_bar_chart.py
@@ -34,14 +34,16 @@ from flask import Flask, g
class ComparisonBarChart:
def __init__(self, start_vars):
- trait_db_list = [trait.strip() for trait in start_vars['trait_list'].split(',')]
+ trait_db_list = [trait.strip()
+ for trait in start_vars['trait_list'].split(',')]
helper_functions.get_trait_db_obs(self, trait_db_list)
self.all_sample_list = []
self.traits = []
self.insufficient_shared_samples = False
- this_group = self.trait_list[0][1].group.name # ZS: Getting initial group name before verifying all traits are in the same group in the following loop
+ # ZS: Getting initial group name before verifying all traits are in the same group in the following loop
+ this_group = self.trait_list[0][1].group.name
for trait_db in self.trait_list:
if trait_db[1].group.name != this_group:
diff --git a/wqflask/wqflask/correlation/corr_scatter_plot.py b/wqflask/wqflask/correlation/corr_scatter_plot.py
index 6afea715..f9a0ea11 100644
--- a/wqflask/wqflask/correlation/corr_scatter_plot.py
+++ b/wqflask/wqflask/correlation/corr_scatter_plot.py
@@ -17,17 +17,21 @@ class CorrScatterPlot:
def __init__(self, params):
if "Temp" in params['dataset_1']:
- self.dataset_1 = data_set.create_dataset(dataset_name="Temp", dataset_type="Temp", group_name = params['dataset_1'].split("_")[1])
+ self.dataset_1 = data_set.create_dataset(
+ dataset_name="Temp", dataset_type="Temp", group_name = params['dataset_1'].split("_")[1])
else:
self.dataset_1 = data_set.create_dataset(params['dataset_1'])
if "Temp" in params['dataset_2']:
- self.dataset_2 = data_set.create_dataset(dataset_name="Temp", dataset_type="Temp", group_name = params['dataset_2'].split("_")[1])
+ self.dataset_2 = data_set.create_dataset(
+ dataset_name="Temp", dataset_type="Temp", group_name = params['dataset_2'].split("_")[1])
else:
self.dataset_2 = data_set.create_dataset(params['dataset_2'])
#self.dataset_3 = data_set.create_dataset(params['dataset_3'])
- self.trait_1 = create_trait(name=params['trait_1'], dataset=self.dataset_1)
- self.trait_2 = create_trait(name=params['trait_2'], dataset=self.dataset_2)
+ self.trait_1 = create_trait(
+ name=params['trait_1'], dataset=self.dataset_1)
+ self.trait_2 = create_trait(
+ name=params['trait_2'], dataset=self.dataset_2)
#self.trait_3 = create_trait(name=params['trait_3'], dataset=self.dataset_3)
self.method = params['method']
@@ -38,10 +42,13 @@ class CorrScatterPlot:
if self.dataset_1.group.f1list != None:
primary_samples += self.dataset_1.group.f1list
- self.trait_1 = retrieve_sample_data(self.trait_1, self.dataset_1, primary_samples)
- self.trait_2 = retrieve_sample_data(self.trait_2, self.dataset_2, primary_samples)
+ self.trait_1 = retrieve_sample_data(
+ self.trait_1, self.dataset_1, primary_samples)
+ self.trait_2 = retrieve_sample_data(
+ self.trait_2, self.dataset_2, primary_samples)
- samples_1, samples_2, num_overlap = corr_result_helpers.normalize_values_with_samples(self.trait_1.data, self.trait_2.data)
+ samples_1, samples_2, num_overlap = corr_result_helpers.normalize_values_with_samples(
+ self.trait_1.data, self.trait_2.data)
self.data = []
self.indIDs = list(samples_1.keys())
@@ -54,7 +61,8 @@ class CorrScatterPlot:
vals_2.append(samples_2[sample].value)
self.data.append(vals_2)
- slope, intercept, r_value, p_value, std_err = stats.linregress(vals_1, vals_2)
+ slope, intercept, r_value, p_value, std_err = stats.linregress(
+ vals_1, vals_2)
if slope < 0.001:
slope_string = '%.3E' % slope
@@ -67,14 +75,16 @@ class CorrScatterPlot:
x_range = [min(vals_1) - x_buffer, max(vals_1) + x_buffer]
y_range = [min(vals_2) - y_buffer, max(vals_2) + y_buffer]
- intercept_coords = get_intercept_coords(slope, intercept, x_range, y_range)
+ intercept_coords = get_intercept_coords(
+ slope, intercept, x_range, y_range)
rx = stats.rankdata(vals_1)
ry = stats.rankdata(vals_2)
self.rdata = []
self.rdata.append(rx.tolist())
self.rdata.append(ry.tolist())
- srslope, srintercept, srr_value, srp_value, srstd_err = stats.linregress(rx, ry)
+ srslope, srintercept, srr_value, srp_value, srstd_err = stats.linregress(
+ rx, ry)
if srslope < 0.001:
srslope_string = '%.3E' % srslope
@@ -86,7 +96,8 @@ class CorrScatterPlot:
sr_range = [min(rx) - x_buffer, max(rx) + x_buffer]
- sr_intercept_coords = get_intercept_coords(srslope, srintercept, sr_range, sr_range)
+ sr_intercept_coords = get_intercept_coords(
+ srslope, srintercept, sr_range, sr_range)
self.collections_exist = "False"
if g.user_session.num_collections > 0:
diff --git a/wqflask/wqflask/correlation/show_corr_results.py b/wqflask/wqflask/correlation/show_corr_results.py
index e2fe1ff4..e75c4a85 100644
--- a/wqflask/wqflask/correlation/show_corr_results.py
+++ b/wqflask/wqflask/correlation/show_corr_results.py
@@ -78,7 +78,8 @@ class CorrelationResults:
with Bench("Doing correlations"):
if start_vars['dataset'] == "Temp":
- self.dataset = data_set.create_dataset(dataset_name="Temp", dataset_type="Temp", group_name = start_vars['group'])
+ self.dataset = data_set.create_dataset(
+ dataset_name="Temp", dataset_type="Temp", group_name = start_vars['group'])
self.trait_id = start_vars['trait_id']
self.this_trait = create_trait(dataset=self.dataset,
name=self.trait_id,
@@ -129,12 +130,15 @@ class CorrelationResults:
if corr_samples_group == 'samples_other':
primary_samples = [x for x in primary_samples if x not in (
self.dataset.group.parlist + self.dataset.group.f1list)]
- self.process_samples(start_vars, list(self.this_trait.data.keys()), primary_samples)
+ self.process_samples(start_vars, list(
+ self.this_trait.data.keys()), primary_samples)
- self.target_dataset = data_set.create_dataset(start_vars['corr_dataset'])
+ self.target_dataset = data_set.create_dataset(
+ start_vars['corr_dataset'])
self.target_dataset.get_trait_data(list(self.sample_data.keys()))
- self.header_fields = get_header_fields(self.target_dataset.type, self.corr_method)
+ self.header_fields = get_header_fields(
+ self.target_dataset.type, self.corr_method)
if self.target_dataset.type == "ProbeSet":
self.filter_cols = [7, 6]
@@ -153,7 +157,8 @@ class CorrelationResults:
tissue_corr_data = self.do_tissue_correlation_for_all_traits()
if tissue_corr_data != None:
for trait in list(tissue_corr_data.keys())[:self.return_number]:
- self.get_sample_r_and_p_values(trait, self.target_dataset.trait_data[trait])
+ self.get_sample_r_and_p_values(
+ trait, self.target_dataset.trait_data[trait])
else:
for trait, values in list(self.target_dataset.trait_data.items()):
self.get_sample_r_and_p_values(trait, values)
@@ -163,7 +168,8 @@ class CorrelationResults:
lit_corr_data = self.do_lit_correlation_for_all_traits()
for trait in list(lit_corr_data.keys())[:self.return_number]:
- self.get_sample_r_and_p_values(trait, self.target_dataset.trait_data[trait])
+ self.get_sample_r_and_p_values(
+ trait, self.target_dataset.trait_data[trait])
elif self.corr_type == "sample":
for trait, values in list(self.target_dataset.trait_data.items()):
@@ -180,7 +186,8 @@ class CorrelationResults:
range_chr_as_int = order_id
for _trait_counter, trait in enumerate(list(self.correlation_data.keys())[:self.return_number]):
- trait_object = create_trait(dataset=self.target_dataset, name=trait, get_qtl_info=True, get_sample_info=False)
+ trait_object = create_trait(
+ dataset=self.target_dataset, name=trait, get_qtl_info=True, get_sample_info=False)
if not trait_object:
continue
@@ -235,7 +242,8 @@ class CorrelationResults:
if self.corr_type != "tissue" and self.dataset.type == "ProbeSet" and self.target_dataset.type == "ProbeSet":
self.do_tissue_correlation_for_trait_list()
- self.json_results = generate_corr_json(self.correlation_results, self.this_trait, self.dataset, self.target_dataset)
+ self.json_results = generate_corr_json(
+ self.correlation_results, self.this_trait, self.dataset, self.target_dataset)
############################################################################################################################################
@@ -263,15 +271,18 @@ class CorrelationResults:
symbol_list=[self.this_trait.symbol])
if self.this_trait.symbol.lower() in primary_trait_tissue_vals_dict:
- primary_trait_tissue_values = primary_trait_tissue_vals_dict[self.this_trait.symbol.lower()]
- gene_symbol_list = [trait.symbol for trait in self.correlation_results if trait.symbol]
+ primary_trait_tissue_values = primary_trait_tissue_vals_dict[self.this_trait.symbol.lower(
+ )]
+ gene_symbol_list = [
+ trait.symbol for trait in self.correlation_results if trait.symbol]
corr_result_tissue_vals_dict = correlation_functions.get_trait_symbol_and_tissue_values(
symbol_list=gene_symbol_list)
for trait in self.correlation_results:
if trait.symbol and trait.symbol.lower() in corr_result_tissue_vals_dict:
- this_trait_tissue_values = corr_result_tissue_vals_dict[trait.symbol.lower()]
+ this_trait_tissue_values = corr_result_tissue_vals_dict[trait.symbol.lower(
+ )]
result = correlation_functions.cal_zero_order_corr_for_tiss(primary_trait_tissue_values,
this_trait_tissue_values,
@@ -286,7 +297,8 @@ class CorrelationResults:
symbol_list=[self.this_trait.symbol])
if self.this_trait.symbol.lower() in primary_trait_tissue_vals_dict:
- primary_trait_tissue_values = primary_trait_tissue_vals_dict[self.this_trait.symbol.lower()]
+ primary_trait_tissue_values = primary_trait_tissue_vals_dict[self.this_trait.symbol.lower(
+ )]
#print("trait_gene_symbols: ", pf(trait_gene_symbols.values()))
corr_result_tissue_vals_dict = correlation_functions.get_trait_symbol_and_tissue_values(
@@ -299,7 +311,8 @@ class CorrelationResults:
tissue_corr_data = {}
for trait, symbol in list(self.trait_symbol_dict.items()):
if symbol and symbol.lower() in corr_result_tissue_vals_dict:
- this_trait_tissue_values = corr_result_tissue_vals_dict[symbol.lower()]
+ this_trait_tissue_values = corr_result_tissue_vals_dict[symbol.lower(
+ )]
result = correlation_functions.cal_zero_order_corr_for_tiss(primary_trait_tissue_values,
this_trait_tissue_values,
@@ -314,12 +327,14 @@ class CorrelationResults:
def do_lit_correlation_for_trait_list(self):
- input_trait_mouse_gene_id = self.convert_to_mouse_gene_id(self.dataset.group.species.lower(), self.this_trait.geneid)
+ input_trait_mouse_gene_id = self.convert_to_mouse_gene_id(
+ self.dataset.group.species.lower(), self.this_trait.geneid)
for trait in self.correlation_results:
if trait.geneid:
- trait.mouse_gene_id = self.convert_to_mouse_gene_id(self.dataset.group.species.lower(), trait.geneid)
+ trait.mouse_gene_id = self.convert_to_mouse_gene_id(
+ self.dataset.group.species.lower(), trait.geneid)
else:
trait.mouse_gene_id = None
@@ -348,11 +363,13 @@ class CorrelationResults:
trait.lit_corr = 0
def do_lit_correlation_for_all_traits(self):
- input_trait_mouse_gene_id = self.convert_to_mouse_gene_id(self.dataset.group.species.lower(), self.this_trait.geneid)
+ input_trait_mouse_gene_id = self.convert_to_mouse_gene_id(
+ self.dataset.group.species.lower(), self.this_trait.geneid)
lit_corr_data = {}
for trait, gene_id in list(self.trait_geneid_dict.items()):
- mouse_gene_id = self.convert_to_mouse_gene_id(self.dataset.group.species.lower(), gene_id)
+ mouse_gene_id = self.convert_to_mouse_gene_id(
+ self.dataset.group.species.lower(), gene_id)
if mouse_gene_id and str(mouse_gene_id).find(";") == -1:
#print("gene_symbols:", input_trait_mouse_gene_id + " / " + mouse_gene_id)
@@ -438,21 +455,26 @@ class CorrelationResults:
self.this_trait_vals.append(sample_value)
target_vals.append(target_sample_value)
- self.this_trait_vals, target_vals, num_overlap = corr_result_helpers.normalize_values(self.this_trait_vals, target_vals)
+ self.this_trait_vals, target_vals, num_overlap = corr_result_helpers.normalize_values(
+ self.this_trait_vals, target_vals)
if num_overlap > 5:
# ZS: 2015 could add biweight correlation, see http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3465711/
if self.corr_method == 'bicor':
- sample_r, sample_p = do_bicor(self.this_trait_vals, target_vals)
+ sample_r, sample_p = do_bicor(
+ self.this_trait_vals, target_vals)
elif self.corr_method == 'pearson':
- sample_r, sample_p = scipy.stats.pearsonr(self.this_trait_vals, target_vals)
+ sample_r, sample_p = scipy.stats.pearsonr(
+ self.this_trait_vals, target_vals)
else:
- sample_r, sample_p = scipy.stats.spearmanr(self.this_trait_vals, target_vals)
+ sample_r, sample_p = scipy.stats.spearmanr(
+ self.this_trait_vals, target_vals)
if numpy.isnan(sample_r):
pass
else:
- self.correlation_data[trait] = [sample_r, sample_p, num_overlap]
+ self.correlation_data[trait] = [
+ sample_r, sample_p, num_overlap]
def process_samples(self, start_vars, sample_names, excluded_samples=None):
if not excluded_samples:
@@ -478,7 +500,8 @@ def do_bicor(this_trait_vals, target_trait_vals):
this_vals = ro.Vector(this_trait_vals)
target_vals = ro.Vector(target_trait_vals)
- the_r, the_p, _fisher_transform, _the_t, _n_obs = [numpy.asarray(x) for x in r_bicor(x=this_vals, y=target_vals)]
+ the_r, the_p, _fisher_transform, _the_t, _n_obs = [
+ numpy.asarray(x) for x in r_bicor(x=this_vals, y=target_vals)]
return the_r, the_p
@@ -492,7 +515,8 @@ def generate_corr_json(corr_results, this_trait, dataset, target_dataset, for_ap
results_dict['index'] = i + 1
results_dict['trait_id'] = trait.name
results_dict['dataset'] = trait.dataset.name
- results_dict['hmac'] = hmac.data_hmac('{}:{}'.format(trait.name, trait.dataset.name))
+ results_dict['hmac'] = hmac.data_hmac(
+ '{}:{}'.format(trait.name, trait.dataset.name))
if target_dataset.type == "ProbeSet":
results_dict['symbol'] = trait.symbol
results_dict['description'] = "N/A"
@@ -543,7 +567,8 @@ def generate_corr_json(corr_results, this_trait, dataset, target_dataset, for_ap
if bool(trait.authors):
authors_list = trait.authors.split(',')
if len(authors_list) > 6:
- results_dict['authors_display'] = ", ".join(authors_list[:6]) + ", et al."
+ results_dict['authors_display'] = ", ".join(
+ authors_list[:6]) + ", et al."
else:
results_dict['authors_display'] = trait.authors
if bool(trait.pubmed_id):
diff --git a/wqflask/wqflask/correlation_matrix/show_corr_matrix.py b/wqflask/wqflask/correlation_matrix/show_corr_matrix.py
index 331cb1dc..aefb4453 100644
--- a/wqflask/wqflask/correlation_matrix/show_corr_matrix.py
+++ b/wqflask/wqflask/correlation_matrix/show_corr_matrix.py
@@ -44,7 +44,8 @@ THIRTY_DAYS = 60 * 60 * 24 * 30
class CorrelationMatrix:
def __init__(self, start_vars):
- trait_db_list = [trait.strip() for trait in start_vars['trait_list'].split(',')]
+ trait_db_list = [trait.strip()
+ for trait in start_vars['trait_list'].split(',')]
helper_functions.get_trait_db_obs(self, trait_db_list)
@@ -52,7 +53,8 @@ class CorrelationMatrix:
self.traits = []
self.insufficient_shared_samples = False
self.do_PCA = True
- this_group = self.trait_list[0][1].group.name # ZS: Getting initial group name before verifying all traits are in the same group in the following loop
+ # ZS: Getting initial group name before verifying all traits are in the same group in the following loop
+ this_group = self.trait_list[0][1].group.name
for trait_db in self.trait_list:
this_group = trait_db[1].group.name
this_trait = trait_db[0]
@@ -76,10 +78,12 @@ class CorrelationMatrix:
this_trait_vals.append('')
self.sample_data.append(this_trait_vals)
- if len(this_trait_vals) < len(self.trait_list): # Shouldn't do PCA if there are more traits than observations/samples
+ # Shouldn't do PCA if there are more traits than observations/samples
+ if len(this_trait_vals) < len(self.trait_list):
self.do_PCA = False
- self.lowest_overlap = 8 # ZS: Variable set to the lowest overlapping samples in order to notify user, or 8, whichever is lower (since 8 is when we want to display warning)
+ # ZS: Variable set to the lowest overlapping samples in order to notify user, or 8, whichever is lower (since 8 is when we want to display warning)
+ self.lowest_overlap = 8
self.corr_results = []
self.pca_corr_results = []
@@ -112,7 +116,8 @@ class CorrelationMatrix:
if sample in self.shared_samples_list:
self.shared_samples_list.remove(sample)
- this_trait_vals, target_vals, num_overlap = corr_result_helpers.normalize_values(this_trait_vals, target_vals)
+ this_trait_vals, target_vals, num_overlap = corr_result_helpers.normalize_values(
+ this_trait_vals, target_vals)
if num_overlap < self.lowest_overlap:
self.lowest_overlap = num_overlap
@@ -120,21 +125,25 @@ class CorrelationMatrix:
corr_result_row.append([target_trait, 0, num_overlap])
pca_corr_result_row.append(0)
else:
- pearson_r, pearson_p = scipy.stats.pearsonr(this_trait_vals, target_vals)
+ pearson_r, pearson_p = scipy.stats.pearsonr(
+ this_trait_vals, target_vals)
if is_spearman == False:
sample_r, sample_p = pearson_r, pearson_p
if sample_r == 1:
is_spearman = True
else:
- sample_r, sample_p = scipy.stats.spearmanr(this_trait_vals, target_vals)
+ sample_r, sample_p = scipy.stats.spearmanr(
+ this_trait_vals, target_vals)
- corr_result_row.append([target_trait, sample_r, num_overlap])
+ corr_result_row.append(
+ [target_trait, sample_r, num_overlap])
pca_corr_result_row.append(pearson_r)
self.corr_results.append(corr_result_row)
self.pca_corr_results.append(pca_corr_result_row)
- self.export_filename, self.export_filepath = export_corr_matrix(self.corr_results)
+ self.export_filename, self.export_filepath = export_corr_matrix(
+ self.corr_results)
self.trait_data_array = []
for trait_db in self.trait_list:
@@ -156,12 +165,14 @@ class CorrelationMatrix:
try:
corr_result_eigen = np.linalg.eig(np.array(self.pca_corr_results))
- corr_eigen_value, corr_eigen_vectors = sortEigenVectors(corr_result_eigen)
+ corr_eigen_value, corr_eigen_vectors = sortEigenVectors(
+ corr_result_eigen)
if self.do_PCA == True:
self.pca_works = "True"
self.pca_trait_ids = []
- pca = self.calculate_pca(list(range(len(self.traits))), corr_eigen_value, corr_eigen_vectors)
+ pca = self.calculate_pca(
+ list(range(len(self.traits))), corr_eigen_value, corr_eigen_vectors)
self.loadings_array = self.process_loadings()
else:
self.pca_works = "False"
@@ -179,7 +190,8 @@ class CorrelationMatrix:
base = importr('base')
stats = importr('stats')
- corr_results_to_list = robjects.FloatVector([item for sublist in self.pca_corr_results for item in sublist])
+ corr_results_to_list = robjects.FloatVector(
+ [item for sublist in self.pca_corr_results for item in sublist])
m = robjects.r.matrix(corr_results_to_list, nrow=len(cols))
eigen = base.eigen(m)
@@ -198,10 +210,12 @@ class CorrelationMatrix:
pca_traits.append((vector * -1.0).tolist())
this_group_name = self.trait_list[0][1].group.name
- temp_dataset = data_set.create_dataset(dataset_name="Temp", dataset_type="Temp", group_name = this_group_name)
+ temp_dataset = data_set.create_dataset(
+ dataset_name="Temp", dataset_type="Temp", group_name = this_group_name)
temp_dataset.group.get_samplelist()
for i, pca_trait in enumerate(pca_traits):
- trait_id = "PCA" + str(i + 1) + "_" + temp_dataset.group.species + "_" + this_group_name + "_" + datetime.datetime.now().strftime("%m%d%H%M%S")
+ trait_id = "PCA" + str(i + 1) + "_" + temp_dataset.group.species + "_" + \
+ this_group_name + "_" + datetime.datetime.now().strftime("%m%d%H%M%S")
this_vals_string = ""
position = 0
for sample in temp_dataset.group.all_samples_ordered():
@@ -235,17 +249,23 @@ class CorrelationMatrix:
def export_corr_matrix(corr_results):
- corr_matrix_filename = "corr_matrix_" + ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(6))
- matrix_export_path = "{}{}.csv".format(GENERATED_TEXT_DIR, corr_matrix_filename)
+ corr_matrix_filename = "corr_matrix_" + \
+ ''.join(random.choice(string.ascii_uppercase + string.digits)
+ for _ in range(6))
+ matrix_export_path = "{}{}.csv".format(
+ GENERATED_TEXT_DIR, corr_matrix_filename)
with open(matrix_export_path, "w+") as output_file:
- output_file.write("Time/Date: " + datetime.datetime.now().strftime("%x / %X") + "\n")
+ output_file.write(
+ "Time/Date: " + datetime.datetime.now().strftime("%x / %X") + "\n")
output_file.write("\n")
output_file.write("Correlation ")
for i, item in enumerate(corr_results[0]):
- output_file.write("Trait" + str(i + 1) + ": " + str(item[0].dataset.name) + "::" + str(item[0].name) + "\t")
+ output_file.write("Trait" + str(i + 1) + ": " + \
+ str(item[0].dataset.name) + "::" + str(item[0].name) + "\t")
output_file.write("\n")
for i, row in enumerate(corr_results):
- output_file.write("Trait" + str(i + 1) + ": " + str(row[0][0].dataset.name) + "::" + str(row[0][0].name) + "\t")
+ output_file.write("Trait" + str(i + 1) + ": " + \
+ str(row[0][0].dataset.name) + "::" + str(row[0][0].name) + "\t")
for item in row:
output_file.write(str(item[1]) + "\t")
output_file.write("\n")
@@ -254,10 +274,12 @@ def export_corr_matrix(corr_results):
output_file.write("\n")
output_file.write("N ")
for i, item in enumerate(corr_results[0]):
- output_file.write("Trait" + str(i) + ": " + str(item[0].dataset.name) + "::" + str(item[0].name) + "\t")
+ output_file.write("Trait" + str(i) + ": " + \
+ str(item[0].dataset.name) + "::" + str(item[0].name) + "\t")
output_file.write("\n")
for i, row in enumerate(corr_results):
- output_file.write("Trait" + str(i) + ": " + str(row[0][0].dataset.name) + "::" + str(row[0][0].name) + "\t")
+ output_file.write("Trait" + str(i) + ": " + \
+ str(row[0][0].dataset.name) + "::" + str(row[0][0].name) + "\t")
for item in row:
output_file.write(str(item[2]) + "\t")
output_file.write("\n")
diff --git a/wqflask/wqflask/ctl/ctl_analysis.py b/wqflask/wqflask/ctl/ctl_analysis.py
index ec66e59f..48a82435 100644
--- a/wqflask/wqflask/ctl/ctl_analysis.py
+++ b/wqflask/wqflask/ctl/ctl_analysis.py
@@ -46,13 +46,18 @@ class CTL:
#log = r_file("/tmp/genenetwork_ctl.log", open = "wt")
# r_sink(log) # Uncomment the r_sink() commands to log output from stdout/stderr to a file
#r_sink(log, type = "message")
- r_library("ctl") # Load CTL - Should only be done once, since it is quite expensive
+ # Load CTL - Should only be done once, since it is quite expensive
+ r_library("ctl")
r_options(stringsAsFactors=False)
logger.info("Initialization of CTL done, package loaded in R session")
- self.r_CTLscan = ro.r["CTLscan"] # Map the CTLscan function
- self.r_CTLsignificant = ro.r["CTLsignificant"] # Map the CTLsignificant function
- self.r_lineplot = ro.r["ctl.lineplot"] # Map the ctl.lineplot function
- self.r_plotCTLobject = ro.r["plot.CTLobject"] # Map the CTLsignificant function
+ # Map the CTLscan function
+ self.r_CTLscan = ro.r["CTLscan"]
+ # Map the CTLsignificant function
+ self.r_CTLsignificant = ro.r["CTLsignificant"]
+ # Map the ctl.lineplot function
+ self.r_lineplot = ro.r["ctl.lineplot"]
+ # Map the CTLsignificant function
+ self.r_plotCTLobject = ro.r["plot.CTLobject"]
self.nodes_list = []
self.edges_list = []
logger.info("Obtained pointers to CTL functions")
@@ -81,7 +86,8 @@ class CTL:
def run_analysis(self, requestform):
logger.info("Starting CTL analysis on dataset")
- self.trait_db_list = [trait.strip() for trait in requestform['trait_list'].split(',')]
+ self.trait_db_list = [trait.strip()
+ for trait in requestform['trait_list'].split(',')]
self.trait_db_list = [x for x in self.trait_db_list if x]
logger.debug("strategy:", requestform.get("strategy"))
@@ -113,9 +119,11 @@ class CTL:
markers.append(marker["genotypes"])
genotypes = list(itertools.chain(*markers))
- logger.debug(len(genotypes) / len(individuals), "==", len(parser.markers))
+ logger.debug(len(genotypes) / len(individuals),
+ "==", len(parser.markers))
- rGeno = r_t(ro.r.matrix(r_unlist(genotypes), nrow=len(markernames), ncol=len(individuals), dimnames=r_list(markernames, individuals), byrow=True))
+ rGeno = r_t(ro.r.matrix(r_unlist(genotypes), nrow=len(markernames), ncol=len(
+ individuals), dimnames=r_list(markernames, individuals), byrow=True))
# Create a phenotype matrix
traits = []
@@ -131,7 +139,8 @@ class CTL:
else:
traits.append("-999")
- rPheno = r_t(ro.r.matrix(r_as_numeric(r_unlist(traits)), nrow=len(self.trait_db_list), ncol=len(individuals), dimnames=r_list(self.trait_db_list, individuals), byrow=True))
+ rPheno = r_t(ro.r.matrix(r_as_numeric(r_unlist(traits)), nrow=len(self.trait_db_list), ncol=len(
+ individuals), dimnames=r_list(self.trait_db_list, individuals), byrow=True))
logger.debug(rPheno)
@@ -144,7 +153,8 @@ class CTL:
#r_write_table(rPheno, "~/outputGN/pheno.csv")
# Perform the CTL scan
- res = self.r_CTLscan(rGeno, rPheno, strategy=strategy, nperm=nperm, parametric = parametric, nthreads=6)
+ res = self.r_CTLscan(rGeno, rPheno, strategy=strategy,
+ nperm=nperm, parametric = parametric, nthreads=6)
# Get significant interactions
significant = self.r_CTLsignificant(res, significance=significance)
@@ -155,20 +165,27 @@ class CTL:
self.results['imgloc1'] = GENERATED_IMAGE_DIR + self.results['imgurl1']
self.results['ctlresult'] = significant
- self.results['requestform'] = requestform # Store the user specified parameters for the output page
+ # Store the user specified parameters for the output page
+ self.results['requestform'] = requestform
# Create the lineplot
- r_png(self.results['imgloc1'], width=1000, height=600, type='cairo-png')
+ r_png(self.results['imgloc1'], width=1000,
+ height=600, type='cairo-png')
self.r_lineplot(res, significance=significance)
r_dev_off()
- n = 2 # We start from 2, since R starts from 1 :)
+ # We start from 2, since R starts from 1 :)
+ n = 2
for trait in self.trait_db_list:
# Create the QTL like CTL plots
- self.results['imgurl' + str(n)] = webqtlUtil.genRandStr("CTL_") + ".png"
- self.results['imgloc' + str(n)] = GENERATED_IMAGE_DIR + self.results['imgurl' + str(n)]
- r_png(self.results['imgloc' + str(n)], width=1000, height=600, type='cairo-png')
- self.r_plotCTLobject(res, (n - 1), significance=significance, main='Phenotype ' + trait)
+ self.results['imgurl' + \
+ str(n)] = webqtlUtil.genRandStr("CTL_") + ".png"
+ self.results['imgloc' + str(n)] = GENERATED_IMAGE_DIR + \
+ self.results['imgurl' + str(n)]
+ r_png(self.results['imgloc' + str(n)],
+ width=1000, height=600, type='cairo-png')
+ self.r_plotCTLobject(
+ res, (n - 1), significance=significance, main='Phenotype ' + trait)
r_dev_off()
n = n + 1
@@ -178,17 +195,24 @@ class CTL:
# Create the interactive graph for cytoscape visualization (Nodes and Edges)
if not isinstance(significant, ri.RNULLType):
for x in range(len(significant[0])):
- logger.debug(significant[0][x], significant[1][x], significant[2][x]) # Debug to console
- tsS = significant[0][x].split(':') # Source
- tsT = significant[2][x].split(':') # Target
- gtS = create_trait(name=tsS[0], dataset_name=tsS[1]) # Retrieve Source info from the DB
- gtT = create_trait(name=tsT[0], dataset_name=tsT[1]) # Retrieve Target info from the DB
+ logger.debug(significant[0][x], significant[1]
+ [x], significant[2][x]) # Debug to console
+ # Source
+ tsS = significant[0][x].split(':')
+ # Target
+ tsT = significant[2][x].split(':')
+ # Retrieve Source info from the DB
+ gtS = create_trait(name=tsS[0], dataset_name=tsS[1])
+ # Retrieve Target info from the DB
+ gtT = create_trait(name=tsT[0], dataset_name=tsT[1])
self.addNode(gtS)
self.addNode(gtT)
self.addEdge(gtS, gtT, significant, x)
- significant[0][x] = "{} ({})".format(gtS.symbol, gtS.name) # Update the trait name for the displayed table
- significant[2][x] = "{} ({})".format(gtT.symbol, gtT.name) # Update the trait name for the displayed table
+ # Update the trait name for the displayed table
+ significant[0][x] = "{} ({})".format(gtS.symbol, gtS.name)
+ # Update the trait name for the displayed table
+ significant[2][x] = "{} ({})".format(gtT.symbol, gtT.name)
self.elements = json.dumps(self.nodes_list + self.edges_list)
diff --git a/wqflask/wqflask/do_search.py b/wqflask/wqflask/do_search.py
index 7442dc72..e50ff50b 100644
--- a/wqflask/wqflask/do_search.py
+++ b/wqflask/wqflask/do_search.py
@@ -26,14 +26,16 @@ class DoSearch:
def __init__(self, search_term, search_operator=None, dataset=None, search_type=None):
self.search_term = search_term
# Make sure search_operator is something we expect
- assert search_operator in (None, "=", "<", ">", "<=", ">="), "Bad search operator"
+ assert search_operator in (
+ None, "=", "<", ">", "<=", ">="), "Bad search operator"
self.search_operator = search_operator
self.dataset = dataset
self.search_type = search_type
if self.dataset:
# Get group information for dataset and the species id
- self.species_id = webqtlDatabaseFunction.retrieve_species_id(self.dataset.group.name)
+ self.species_id = webqtlDatabaseFunction.retrieve_species_id(
+ self.dataset.group.name)
def execute(self, query):
"""Executes query and returns results"""
@@ -104,7 +106,8 @@ class MrnaAssaySearch(DoSearch):
search_string = escape(self.search_term[0])
if self.search_term[0] != "*":
- match_clause = """((MATCH (ProbeSet.symbol) AGAINST ('%s' IN BOOLEAN MODE))) and """ % (search_string)
+ match_clause = """((MATCH (ProbeSet.symbol) AGAINST ('%s' IN BOOLEAN MODE))) and """ % (
+ search_string)
else:
match_clause = ""
@@ -223,16 +226,19 @@ class PhenotypeSearch(DoSearch):
# and comment here
# if "'" not in self.search_term[0]:
- search_term = "[[:<:]]" + self.handle_wildcard(self.search_term[0]) + "[[:>:]]"
+ search_term = "[[:<:]]" + \
+ self.handle_wildcard(self.search_term[0]) + "[[:>:]]"
if "_" in self.search_term[0]:
if len(self.search_term[0].split("_")[0]) == 3:
- search_term = "[[:<:]]" + self.handle_wildcard(self.search_term[0].split("_")[1]) + "[[:>:]]"
+ search_term = "[[:<:]]" + self.handle_wildcard(
+ self.search_term[0].split("_")[1]) + "[[:>:]]"
# This adds a clause to the query that matches the search term
# against each field in the search_fields tuple
where_clause_list = []
for field in self.search_fields:
- where_clause_list.append('''%s REGEXP "%s"''' % (field, search_term))
+ where_clause_list.append('''%s REGEXP "%s"''' %
+ (field, search_term))
where_clause = "(%s) " % ' OR '.join(where_clause_list)
return where_clause
@@ -364,7 +370,8 @@ class GenotypeSearch(DoSearch):
if self.search_term[0] == "*":
self.query = self.compile_final_query()
else:
- self.query = self.compile_final_query(where_clause=self.get_where_clause())
+ self.query = self.compile_final_query(
+ where_clause=self.get_where_clause())
return self.execute(self.query)
@@ -497,7 +504,8 @@ class LrsSearch(DoSearch):
where_clause = """ %sXRef.LRS > %s and
%sXRef.LRS < %s """ % self.mescape(self.dataset.type,
- min(lrs_min, lrs_max),
+ min(lrs_min,
+ lrs_max),
self.dataset.type,
max(lrs_min, lrs_max))
@@ -537,7 +545,8 @@ class LrsSearch(DoSearch):
self.from_clause = self.get_from_clause()
self.where_clause = self.get_where_clause()
- self.query = self.compile_final_query(self.from_clause, self.where_clause)
+ self.query = self.compile_final_query(
+ self.from_clause, self.where_clause)
return self.execute(self.query)
@@ -551,7 +560,8 @@ class MrnaLrsSearch(LrsSearch, MrnaAssaySearch):
self.from_clause = self.get_from_clause()
self.where_clause = self.get_where_clause()
- self.query = self.compile_final_query(from_clause=self.from_clause, where_clause=self.where_clause)
+ self.query = self.compile_final_query(
+ from_clause=self.from_clause, where_clause=self.where_clause)
return self.execute(self.query)
@@ -566,7 +576,8 @@ class PhenotypeLrsSearch(LrsSearch, PhenotypeSearch):
self.from_clause = self.get_from_clause()
self.where_clause = self.get_where_clause()
- self.query = self.compile_final_query(from_clause=self.from_clause, where_clause=self.where_clause)
+ self.query = self.compile_final_query(
+ from_clause=self.from_clause, where_clause=self.where_clause)
return self.execute(self.query)
@@ -593,7 +604,8 @@ class CisTransLrsSearch(DoSearch):
elif len(self.search_term) == 3:
lrs_min, lrs_max, self.mb_buffer = self.search_term
elif len(self.search_term) == 4:
- lrs_min, lrs_max, self.mb_buffer = [float(value) for value in self.search_term[:3]]
+ lrs_min, lrs_max, self.mb_buffer = [
+ float(value) for value in self.search_term[:3]]
chromosome = self.search_term[3]
if "Chr" in chromosome or "chr" in chromosome:
chromosome = int(chromosome[3:])
@@ -636,14 +648,19 @@ class CisTransLrsSearch(DoSearch):
if chromosome:
location_clause = "(%s.Chr = '%s' and %s.Chr = Geno.Chr and ABS(%s.Mb-Geno.Mb) %s %s) or (%s.Chr != Geno.Chr and Geno.Chr = '%s')" % (escape(self.dataset.type),
chromosome,
- escape(self.dataset.type),
- escape(self.dataset.type),
+ escape(
+ self.dataset.type),
+ escape(
+ self.dataset.type),
the_operator,
- escape(str(self.mb_buffer)),
- escape(self.dataset.type),
+ escape(
+ str(self.mb_buffer)),
+ escape(
+ self.dataset.type),
chromosome)
else:
- location_clause = "(ABS(%s.Mb-Geno.Mb) %s %s and %s.Chr = Geno.Chr) or (%s.Chr != Geno.Chr)" % (escape(self.dataset.type), the_operator, escape(str(self.mb_buffer)), escape(self.dataset.type), escape(self.dataset.type))
+ location_clause = "(ABS(%s.Mb-Geno.Mb) %s %s and %s.Chr = Geno.Chr) or (%s.Chr != Geno.Chr)" % (escape(
+ self.dataset.type), the_operator, escape(str(self.mb_buffer)), escape(self.dataset.type), escape(self.dataset.type))
where_clause = sub_clause + """
%sXRef.Locus = Geno.name and
Geno.SpeciesId = %s and
@@ -683,7 +700,8 @@ class CisLrsSearch(CisTransLrsSearch, MrnaAssaySearch):
self.from_clause = self.get_from_clause()
self.where_clause = self.get_where_clause()
- self.query = self.compile_final_query(self.from_clause, self.where_clause)
+ self.query = self.compile_final_query(
+ self.from_clause, self.where_clause)
return self.execute(self.query)
@@ -714,7 +732,8 @@ class TransLrsSearch(CisTransLrsSearch, MrnaAssaySearch):
self.from_clause = self.get_from_clause()
self.where_clause = self.get_where_clause()
- self.query = self.compile_final_query(self.from_clause, self.where_clause)
+ self.query = self.compile_final_query(
+ self.from_clause, self.where_clause)
return self.execute(self.query)
@@ -733,7 +752,8 @@ class MeanSearch(MrnaAssaySearch):
where_clause = """ %sXRef.mean > %s and
%sXRef.mean < %s """ % self.mescape(self.dataset.type,
- min(self.mean_min, self.mean_max),
+ min(self.mean_min,
+ self.mean_max),
self.dataset.type,
max(self.mean_min, self.mean_max))
else:
@@ -796,7 +816,8 @@ class PositionSearch(DoSearch):
DoSearch.search_types[search_key] = "PositionSearch"
def get_where_clause(self):
- self.search_term = [float(value) if is_number(value) else value for value in self.search_term]
+ self.search_term = [float(value) if is_number(
+ value) else value for value in self.search_term]
chr, self.mb_min, self.mb_max = self.search_term[:3]
self.chr = str(chr).lower()
self.get_chr()
@@ -806,7 +827,8 @@ class PositionSearch(DoSearch):
%s.Mb < %s """ % self.mescape(self.dataset.type,
self.chr,
self.dataset.type,
- min(self.mb_min, self.mb_max),
+ min(self.mb_min,
+ self.mb_max),
self.dataset.type,
max(self.mb_min, self.mb_max))
@@ -923,7 +945,8 @@ def get_aliases(symbol, species):
return []
filtered_aliases = []
- response = requests.get(GN2_BASE_URL + "/gn3/gene/aliases/" + symbol_string)
+ response = requests.get(
+ GN2_BASE_URL + "/gn3/gene/aliases/" + symbol_string)
if response:
alias_list = json.loads(response.content)
diff --git a/wqflask/wqflask/docs.py b/wqflask/wqflask/docs.py
index 81424b9c..fc93248a 100644
--- a/wqflask/wqflask/docs.py
+++ b/wqflask/wqflask/docs.py
@@ -35,11 +35,13 @@ class Docs:
def update_text(start_vars):
content = start_vars['ckcontent']
- content = content.replace('%', '%%').replace('"', '\\"').replace("'", "\\'")
+ content = content.replace('%', '%%').replace(
+ '"', '\\"').replace("'", "\\'")
try:
if g.user_session.record['user_email_address'] == "zachary.a.sloan@gmail.com" or g.user_session.record['user_email_address'] == "labwilliams@gmail.com":
- sql = "UPDATE Docs SET content='{0}' WHERE entry='{1}';".format(content, start_vars['entry_type'])
+ sql = "UPDATE Docs SET content='{0}' WHERE entry='{1}';".format(
+ content, start_vars['entry_type'])
g.db.execute(sql)
except:
pass
diff --git a/wqflask/wqflask/export_traits.py b/wqflask/wqflask/export_traits.py
index d0745ef7..5bd54f9d 100644
--- a/wqflask/wqflask/export_traits.py
+++ b/wqflask/wqflask/export_traits.py
@@ -35,9 +35,12 @@ def export_search_results_csv(targs):
metadata.append(["Data Set: " + targs['database_name']])
if 'accession_id' in targs:
if targs['accession_id'] != "None":
- metadata.append(["Metadata Link: http://genenetwork.org/webqtl/main.py?FormID=sharinginfo&GN_AccessionId=" + targs['accession_id']])
- metadata.append(["Export Date: " + datetime.datetime.now().strftime("%B %d, %Y")])
- metadata.append(["Export Time: " + datetime.datetime.now().strftime("%H:%M GMT")])
+ metadata.append(
+ ["Metadata Link: http://genenetwork.org/webqtl/main.py?FormID=sharinginfo&GN_AccessionId=" + targs['accession_id']])
+ metadata.append(
+ ["Export Date: " + datetime.datetime.now().strftime("%B %d, %Y")])
+ metadata.append(
+ ["Export Time: " + datetime.datetime.now().strftime("%H:%M GMT")])
if 'search_string' in targs:
if targs['search_string'] != "None":
metadata.append(["Search Query: " + targs['search_string']])
@@ -52,10 +55,12 @@ def export_search_results_csv(targs):
for trait in table_rows:
trait_name, dataset_name, _hash = trait.split(":")
trait_ob = create_trait(name=trait_name, dataset_name=dataset_name)
- trait_ob = retrieve_trait_info(trait_ob, trait_ob.dataset, get_qtl_info=True)
+ trait_ob = retrieve_trait_info(
+ trait_ob, trait_ob.dataset, get_qtl_info=True)
trait_list.append(trait_ob)
- table_headers = ['Index', 'URL', 'Species', 'Group', 'Dataset', 'Record ID', 'Symbol', 'Description', 'ProbeTarget', 'PubMed_ID', 'Chr', 'Mb', 'Alias', 'Gene_ID', 'Homologene_ID', 'UniGene_ID', 'Strand_Probe', 'Probe_set_specificity', 'Probe_set_BLAT_score', 'Probe_set_BLAT_Mb_start', 'Probe_set_BLAT_Mb_end', 'QTL_Chr', 'QTL_Mb', 'Locus_at_Peak', 'Max_LRS', 'P_value_of_MAX', 'Mean_Expression']
+ table_headers = ['Index', 'URL', 'Species', 'Group', 'Dataset', 'Record ID', 'Symbol', 'Description', 'ProbeTarget', 'PubMed_ID', 'Chr', 'Mb', 'Alias', 'Gene_ID', 'Homologene_ID', 'UniGene_ID',
+ 'Strand_Probe', 'Probe_set_specificity', 'Probe_set_BLAT_score', 'Probe_set_BLAT_Mb_start', 'Probe_set_BLAT_Mb_end', 'QTL_Chr', 'QTL_Mb', 'Locus_at_Peak', 'Max_LRS', 'P_value_of_MAX', 'Mean_Expression']
traits_by_group = sort_traits_by_group(trait_list)
@@ -87,7 +92,8 @@ def export_search_results_csv(targs):
trait_symbol = "N/A"
row_contents = [
i + 1,
- "https://genenetwork.org/show_trait?trait_id=" + str(trait.name) + "&dataset=" + str(trait.dataset.name),
+ "https://genenetwork.org/show_trait?trait_id=" + \
+ str(trait.name) + "&dataset=" + str(trait.dataset.name),
trait.dataset.group.species,
trait.dataset.group.name,
trait.dataset.name,
@@ -117,13 +123,15 @@ def export_search_results_csv(targs):
for sample in trait.dataset.group.samplelist:
if sample in trait.data:
- row_contents += [trait.data[sample].value, trait.data[sample].variance]
+ row_contents += [trait.data[sample].value,
+ trait.data[sample].variance]
else:
row_contents += ["x", "x"]
csv_rows.append(row_contents)
- csv_rows = list(map(list, itertools.zip_longest(*[row for row in csv_rows])))
+ csv_rows = list(
+ map(list, itertools.zip_longest(*[row for row in csv_rows])))
writer.writerows(csv_rows)
csv_data = buff.getvalue()
buff.close()
diff --git a/wqflask/wqflask/external_tools/send_to_bnw.py b/wqflask/wqflask/external_tools/send_to_bnw.py
index 1556c6a0..3c0f2ca7 100644
--- a/wqflask/wqflask/external_tools/send_to_bnw.py
+++ b/wqflask/wqflask/external_tools/send_to_bnw.py
@@ -27,7 +27,8 @@ logger = utility.logger.getLogger(__name__)
class SendToBNW:
def __init__(self, start_vars):
- trait_db_list = [trait.strip() for trait in start_vars['trait_list'].split(',')]
+ trait_db_list = [trait.strip()
+ for trait in start_vars['trait_list'].split(',')]
helper_functions.get_trait_db_obs(self, trait_db_list)
trait_samples_list = []
@@ -39,7 +40,8 @@ class SendToBNW:
trait1_samples = list(this_sample_data.keys())
trait_samples_list.append(trait1_samples)
- shared_samples = list(set(trait_samples_list[0]).intersection(*trait_samples_list))
+ shared_samples = list(
+ set(trait_samples_list[0]).intersection(*trait_samples_list))
self.form_value = "" # ZS: string that is passed to BNW through form
values_list = []
diff --git a/wqflask/wqflask/external_tools/send_to_geneweaver.py b/wqflask/wqflask/external_tools/send_to_geneweaver.py
index c55c43e6..8af9bee9 100644
--- a/wqflask/wqflask/external_tools/send_to_geneweaver.py
+++ b/wqflask/wqflask/external_tools/send_to_geneweaver.py
@@ -32,7 +32,8 @@ logger = utility.logger.getLogger(__name__)
class SendToGeneWeaver:
def __init__(self, start_vars):
- trait_db_list = [trait.strip() for trait in start_vars['trait_list'].split(',')]
+ trait_db_list = [trait.strip()
+ for trait in start_vars['trait_list'].split(',')]
helper_functions.get_trait_db_obs(self, trait_db_list)
self.chip_name = test_chip(self.trait_list)
diff --git a/wqflask/wqflask/external_tools/send_to_webgestalt.py b/wqflask/wqflask/external_tools/send_to_webgestalt.py
index 6b78725c..fd12562f 100644
--- a/wqflask/wqflask/external_tools/send_to_webgestalt.py
+++ b/wqflask/wqflask/external_tools/send_to_webgestalt.py
@@ -32,7 +32,8 @@ logger = utility.logger.getLogger(__name__)
class SendToWebGestalt:
def __init__(self, start_vars):
- trait_db_list = [trait.strip() for trait in start_vars['trait_list'].split(',')]
+ trait_db_list = [trait.strip()
+ for trait in start_vars['trait_list'].split(',')]
helper_functions.get_trait_db_obs(self, trait_db_list)
self.chip_name = test_chip(self.trait_list)
diff --git a/wqflask/wqflask/group_manager.py b/wqflask/wqflask/group_manager.py
index 69ce3e7a..55a7da0e 100644
--- a/wqflask/wqflask/group_manager.py
+++ b/wqflask/wqflask/group_manager.py
@@ -77,8 +77,10 @@ def remove_users():
admin_ids_to_remove = request.form['selected_admin_ids']
member_ids_to_remove = request.form['selected_member_ids']
- remove_users_from_group(g.user_session.user_id, admin_ids_to_remove.split(":"), group_id, user_type="admins")
- remove_users_from_group(g.user_session.user_id, member_ids_to_remove.split(":"), group_id, user_type="members")
+ remove_users_from_group(g.user_session.user_id, admin_ids_to_remove.split(
+ ":"), group_id, user_type="admins")
+ remove_users_from_group(g.user_session.user_id, member_ids_to_remove.split(
+ ":"), group_id, user_type="members")
return redirect(url_for('view_group', id=group_id))
@@ -88,10 +90,12 @@ def add_users(user_type='members'):
group_id = request.form['group_id']
if user_type == "admins":
user_emails = request.form['admin_emails_to_add'].split(",")
- add_users_to_group(g.user_session.user_id, group_id, user_emails, admins=True)
+ add_users_to_group(g.user_session.user_id, group_id,
+ user_emails, admins=True)
elif user_type == "members":
user_emails = request.form['member_emails_to_add'].split(",")
- add_users_to_group(g.user_session.user_id, group_id, user_emails, admins=False)
+ add_users_to_group(g.user_session.user_id, group_id,
+ user_emails, admins=False)
return redirect(url_for('view_group', id=group_id))
@@ -111,7 +115,8 @@ def add_or_edit_group():
if "group_name" in params:
member_user_ids = set()
admin_user_ids = set()
- admin_user_ids.add(g.user_session.user_id) # ZS: Always add the user creating the group as an admin
+ # ZS: Always add the user creating the group as an admin
+ admin_user_ids.add(g.user_session.user_id)
if "admin_emails_to_add" in params:
admin_emails = params['admin_emails_to_add'].split(",")
for email in admin_emails:
@@ -127,7 +132,8 @@ def add_or_edit_group():
member_user_ids.add(user_details['user_id'])
#send_group_invites(params['group_id'], user_email_list = user_emails, user_type="members")
- create_group(list(admin_user_ids), list(member_user_ids), params['group_name'])
+ create_group(list(admin_user_ids), list(
+ member_user_ids), params['group_name'])
return redirect(url_for('manage_groups'))
else:
return render_template("admin/create_group.html")
@@ -149,9 +155,11 @@ def send_group_invites(group_id, user_email_list=[], user_type="members"):
((user_type == "members") and (user_details['user_id'] in group_info['members'])):
continue
else:
- send_verification_email(user_details, template_name="email/group_verification.txt", key_prefix="verification_code", subject = "You've been invited to join a GeneNetwork user group")
+ send_verification_email(user_details, template_name="email/group_verification.txt",
+ key_prefix="verification_code", subject = "You've been invited to join a GeneNetwork user group")
else:
- temp_password = ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(6))
+ temp_password = ''.join(random.choice(
+ string.ascii_uppercase + string.digits) for _ in range(6))
user_details = {
'user_id': str(uuid.uuid4()),
'email_address': user_email,
diff --git a/wqflask/wqflask/gsearch.py b/wqflask/wqflask/gsearch.py
index a21dae84..9548d130 100644
--- a/wqflask/wqflask/gsearch.py
+++ b/wqflask/wqflask/gsearch.py
@@ -77,18 +77,21 @@ class GSearch:
this_trait['name'] = line[5]
this_trait['dataset'] = line[3]
this_trait['dataset_fullname'] = line[4]
- this_trait['hmac'] = hmac.data_hmac('{}:{}'.format(line[5], line[3]))
+ this_trait['hmac'] = hmac.data_hmac(
+ '{}:{}'.format(line[5], line[3]))
this_trait['species'] = line[0]
this_trait['group'] = line[1]
this_trait['tissue'] = line[2]
this_trait['symbol'] = line[6]
if line[7]:
- this_trait['description'] = line[7].decode('utf-8', 'replace')
+ this_trait['description'] = line[7].decode(
+ 'utf-8', 'replace')
else:
this_trait['description'] = "N/A"
this_trait['location_repr'] = 'N/A'
if (line[8] != "NULL" and line[8] != "") and (line[9] != 0):
- this_trait['location_repr'] = 'Chr%s: %.6f' % (line[8], float(line[9]))
+ this_trait['location_repr'] = 'Chr%s: %.6f' % (
+ line[8], float(line[9]))
try:
this_trait['mean'] = '%.3f' % line[10]
except:
@@ -103,7 +106,8 @@ class GSearch:
this_trait['locus_chr'] = line[16]
this_trait['locus_mb'] = line[17]
- dataset_ob = SimpleNamespace(id=this_trait["dataset_id"], type="ProbeSet", species=this_trait["species"])
+ dataset_ob = SimpleNamespace(
+ id=this_trait["dataset_id"], type="ProbeSet", species=this_trait["species"])
if dataset_ob.id not in dataset_to_permissions:
permissions = check_resource_availability(dataset_ob)
dataset_to_permissions[dataset_ob.id] = permissions
@@ -118,7 +122,9 @@ class GSearch:
max_lrs_text = "N/A"
if this_trait['locus_chr'] != None and this_trait['locus_mb'] != None:
- max_lrs_text = "Chr" + str(this_trait['locus_chr']) + ": " + str(this_trait['locus_mb'])
+ max_lrs_text = "Chr" + \
+ str(this_trait['locus_chr']) + \
+ ": " + str(this_trait['locus_mb'])
this_trait['max_lrs_text'] = max_lrs_text
trait_list.append(this_trait)
@@ -146,7 +152,8 @@ class GSearch:
if "_" in self.terms:
if len(self.terms.split("_")[0]) == 3:
search_term = self.terms.split("_")[1]
- group_clause = "AND InbredSet.`InbredSetCode` = '{}'".format(self.terms.split("_")[0])
+ group_clause = "AND InbredSet.`InbredSetCode` = '{}'".format(
+ self.terms.split("_")[0])
sql = """
SELECT
Species.`Name`,
@@ -192,18 +199,22 @@ class GSearch:
this_trait['index'] = i + 1
this_trait['name'] = str(line[4])
if len(str(line[12])) == 3:
- this_trait['display_name'] = str(line[12]) + "_" + this_trait['name']
+ this_trait['display_name'] = str(
+ line[12]) + "_" + this_trait['name']
else:
this_trait['display_name'] = this_trait['name']
this_trait['dataset'] = line[2]
this_trait['dataset_fullname'] = line[3]
- this_trait['hmac'] = hmac.data_hmac('{}:{}'.format(line[4], line[2]))
+ this_trait['hmac'] = hmac.data_hmac(
+ '{}:{}'.format(line[4], line[2]))
this_trait['species'] = line[0]
this_trait['group'] = line[1]
if line[9] != None and line[6] != None:
- this_trait['description'] = line[6].decode('utf-8', 'replace')
+ this_trait['description'] = line[6].decode(
+ 'utf-8', 'replace')
elif line[5] != None:
- this_trait['description'] = line[5].decode('utf-8', 'replace')
+ this_trait['description'] = line[5].decode(
+ 'utf-8', 'replace')
else:
this_trait['description'] = "N/A"
if line[13] != None and line[13] != "":
@@ -221,7 +232,8 @@ class GSearch:
else:
this_trait['pubmed_link'] = "N/A"
if line[12]:
- this_trait['display_name'] = line[12] + "_" + str(this_trait['name'])
+ this_trait['display_name'] = line[12] + \
+ "_" + str(this_trait['name'])
this_trait['LRS_score_repr'] = "N/A"
if line[10] != "" and line[10] != None:
this_trait['LRS_score_repr'] = '%3.1f' % line[10]
@@ -230,13 +242,16 @@ class GSearch:
this_trait['additive'] = '%.3f' % line[11]
this_trait['max_lrs_text'] = "N/A"
- trait_ob = create_trait(dataset_name=this_trait['dataset'], name=this_trait['name'], get_qtl_info=True, get_sample_info=False)
+ trait_ob = create_trait(
+ dataset_name=this_trait['dataset'], name=this_trait['name'], get_qtl_info=True, get_sample_info=False)
if not trait_ob:
continue
if this_trait['dataset'] == this_trait['group'] + "Publish":
try:
if trait_ob.locus_chr != "" and trait_ob.locus_mb != "":
- this_trait['max_lrs_text'] = "Chr" + str(trait_ob.locus_chr) + ": " + str(trait_ob.locus_mb)
+ this_trait['max_lrs_text'] = "Chr" + \
+ str(trait_ob.locus_chr) + \
+ ": " + str(trait_ob.locus_mb)
except:
this_trait['max_lrs_text'] = "N/A"
diff --git a/wqflask/wqflask/heatmap/heatmap.py b/wqflask/wqflask/heatmap/heatmap.py
index 0b477446..aa11caa8 100644
--- a/wqflask/wqflask/heatmap/heatmap.py
+++ b/wqflask/wqflask/heatmap/heatmap.py
@@ -18,7 +18,8 @@ logger = getLogger(__name__)
class Heatmap:
def __init__(self, start_vars, temp_uuid):
- trait_db_list = [trait.strip() for trait in start_vars['trait_list'].split(',')]
+ trait_db_list = [trait.strip()
+ for trait in start_vars['trait_list'].split(',')]
helper_functions.get_trait_db_obs(self, trait_db_list)
self.temp_uuid = temp_uuid
@@ -33,7 +34,8 @@ class Heatmap:
chrnames = []
self.species = species.TheSpecies(dataset=self.trait_list[0][1])
for key in list(self.species.chromosomes.chromosomes.keys()):
- chrnames.append([self.species.chromosomes.chromosomes[key].name, self.species.chromosomes.chromosomes[key].mb_length])
+ chrnames.append([self.species.chromosomes.chromosomes[key].name,
+ self.species.chromosomes.chromosomes[key].mb_length])
for trait_db in self.trait_list:
@@ -108,10 +110,13 @@ class Heatmap:
trimmed_samples.append(str(samples[i]))
trimmed_values.append(values[i])
- trait_filename = str(this_trait.name) + "_" + str(self.dataset.name) + "_pheno"
+ trait_filename = str(this_trait.name) + "_" + \
+ str(self.dataset.name) + "_pheno"
gen_pheno_txt_file(trimmed_samples, trimmed_values, trait_filename)
- output_filename = self.dataset.group.name + "_GWA_" + ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(6))
+ output_filename = self.dataset.group.name + "_GWA_" + \
+ ''.join(random.choice(string.ascii_uppercase + string.digits)
+ for _ in range(6))
reaper_command = REAPER_COMMAND + ' --geno {0}/{1}.geno --traits {2}/gn2/{3}.txt -n 1000 -o {4}{5}.txt'.format(flat_files('genotype'),
genofile_name,
@@ -129,9 +134,11 @@ class Heatmap:
self.trait_results[this_trait.name] = []
for qtl in reaper_results:
if qtl['additive'] > 0:
- self.trait_results[this_trait.name].append(-float(qtl['lrs_value']))
+ self.trait_results[this_trait.name].append(
+ -float(qtl['lrs_value']))
else:
- self.trait_results[this_trait.name].append(float(qtl['lrs_value']))
+ self.trait_results[this_trait.name].append(
+ float(qtl['lrs_value']))
def gen_pheno_txt_file(samples, vals, filename):
diff --git a/wqflask/wqflask/interval_analyst/GeneUtil.py b/wqflask/wqflask/interval_analyst/GeneUtil.py
index 8dd1c7c0..cadff080 100644
--- a/wqflask/wqflask/interval_analyst/GeneUtil.py
+++ b/wqflask/wqflask/interval_analyst/GeneUtil.py
@@ -54,7 +54,8 @@ def loadGenes(chrName, diffCol, startMb, endMb, species='mouse'):
Mb >= %2.6f AND Mb < %2.6f AND
StrainId1 = %d AND StrainId2 = %d
""" % (chrName, newdict["TxStart"], newdict["TxEnd"], diffCol[0], diffCol[1])).fetchone()[0]
- newdict["snpDensity"] = newdict["snpCount"] / (newdict["TxEnd"] - newdict["TxStart"]) / 1000.0
+ newdict["snpDensity"] = newdict["snpCount"] / \
+ (newdict["TxEnd"] - newdict["TxStart"]) / 1000.0
else:
newdict["snpDensity"] = newdict["snpCount"] = 0
@@ -86,12 +87,14 @@ def loadGenes(chrName, diffCol, startMb, endMb, species='mouse'):
StrainId1 = %d AND StrainId2 = %d
""" % (chrName, newdict["TxStart"], newdict["TxEnd"], diffCol[0], diffCol[1])).fetchone()[0]
- newdict2["snpDensity"] = newdict2["snpCount"] / (newdict2["TxEnd"] - newdict2["TxStart"]) / 1000.0
+ newdict2["snpDensity"] = newdict2["snpCount"] / \
+ (newdict2["TxEnd"] - newdict2["TxStart"]) / 1000.0
else:
newdict2["snpDensity"] = newdict2["snpCount"] = 0
try:
- newdict2['GeneLength'] = 1000.0 * (newdict2['TxEnd'] - newdict2['TxStart'])
+ newdict2['GeneLength'] = 1000.0 * \
+ (newdict2['TxEnd'] - newdict2['TxStart'])
except:
pass
diff --git a/wqflask/wqflask/marker_regression/display_mapping_results.py b/wqflask/wqflask/marker_regression/display_mapping_results.py
index 5c7b81dd..cde822e8 100644
--- a/wqflask/wqflask/marker_regression/display_mapping_results.py
+++ b/wqflask/wqflask/marker_regression/display_mapping_results.py
@@ -307,7 +307,8 @@ class DisplayMappingResults:
if 'color_scheme' in start_vars:
self.color_scheme = start_vars['color_scheme']
if self.color_scheme == "single":
- self.manhattan_single_color = ImageColor.getrgb("#" + start_vars['manhattan_single_color'])
+ self.manhattan_single_color = ImageColor.getrgb(
+ "#" + start_vars['manhattan_single_color'])
if 'permCheck' in list(start_vars.keys()):
self.permChecked = start_vars['permCheck']
@@ -357,7 +358,8 @@ class DisplayMappingResults:
if 'reaper_version' in list(start_vars.keys()) and self.mapping_method == "reaper":
self.reaper_version = start_vars['reaper_version']
if 'output_files' in start_vars:
- self.output_files = ",".join([(the_file if the_file is not None else "") for the_file in start_vars['output_files']])
+ self.output_files = ",".join(
+ [(the_file if the_file is not None else "") for the_file in start_vars['output_files']])
self.categorical_vars = ""
self.perm_strata = ""
@@ -386,16 +388,19 @@ class DisplayMappingResults:
self.dataset.group.genofile = self.genofile_string.split(":")[0]
if self.mapping_method == "reaper" and self.manhattan_plot != True:
- self.genotype = self.dataset.group.read_genotype_file(use_reaper=True)
+ self.genotype = self.dataset.group.read_genotype_file(
+ use_reaper=True)
else:
self.genotype = self.dataset.group.read_genotype_file()
# Darwing Options
try:
if self.selectedChr > -1:
- self.graphWidth = min(self.GRAPH_MAX_WIDTH, max(self.GRAPH_MIN_WIDTH, int(start_vars['graphWidth'])))
+ self.graphWidth = min(self.GRAPH_MAX_WIDTH, max(
+ self.GRAPH_MIN_WIDTH, int(start_vars['graphWidth'])))
else:
- self.graphWidth = min(self.GRAPH_MAX_WIDTH, max(self.MULT_GRAPH_MIN_WIDTH, int(start_vars['graphWidth'])))
+ self.graphWidth = min(self.GRAPH_MAX_WIDTH, max(
+ self.MULT_GRAPH_MIN_WIDTH, int(start_vars['graphWidth'])))
except:
if self.selectedChr > -1:
self.graphWidth = self.GRAPH_DEFAULT_WIDTH
@@ -472,9 +477,11 @@ class DisplayMappingResults:
""" % (self.dataset.group.name, ", ".join(["'%s'" % X[0] for X in self.ChrList[1:]])))
self.ChrLengthMbList = [x[0] / 1000000.0 for x in self.ChrLengthMbList]
- self.ChrLengthMbSum = reduce(lambda x, y: x + y, self.ChrLengthMbList, 0.0)
+ self.ChrLengthMbSum = reduce(
+ lambda x, y: x + y, self.ChrLengthMbList, 0.0)
if self.ChrLengthMbList:
- self.MbGraphInterval = self.ChrLengthMbSum / (len(self.ChrLengthMbList) * 12) # Empirical Mb interval
+ self.MbGraphInterval = self.ChrLengthMbSum / \
+ (len(self.ChrLengthMbList) * 12) # Empirical Mb interval
else:
self.MbGraphInterval = 1
@@ -482,7 +489,8 @@ class DisplayMappingResults:
for i, _chr in enumerate(self.genotype):
self.ChrLengthCMList.append(_chr[-1].cM - _chr[0].cM)
- self.ChrLengthCMSum = reduce(lambda x, y: x + y, self.ChrLengthCMList, 0.0)
+ self.ChrLengthCMSum = reduce(
+ lambda x, y: x + y, self.ChrLengthCMList, 0.0)
if self.plotScale == 'physic':
self.GraphInterval = self.MbGraphInterval # Mb
@@ -496,7 +504,8 @@ class DisplayMappingResults:
smd = []
for sample in self.sample_vals_dict.keys():
if self.sample_vals_dict[sample] != "x":
- temp = GeneralObject(name=sample, value=float(self.sample_vals_dict[sample]))
+ temp = GeneralObject(name=sample, value=float(
+ self.sample_vals_dict[sample]))
smd.append(temp)
else:
continue
@@ -506,7 +515,8 @@ class DisplayMappingResults:
if item.name == samplelist[j]:
self.NR_INDIVIDUALS = self.NR_INDIVIDUALS + 1
# default:
- self.graphHeight = self.graphHeight + 2 * (self.NR_INDIVIDUALS + 10) * self.EACH_GENE_HEIGHT
+ self.graphHeight = self.graphHeight + 2 * \
+ (self.NR_INDIVIDUALS + 10) * self.EACH_GENE_HEIGHT
# END HaplotypeAnalyst
#########################
@@ -529,7 +539,8 @@ class DisplayMappingResults:
self.diffCol = []
for i, strain in enumerate(self.diffCol):
- self.diffCol[i] = g.db.execute("select Id from Strain where Symbol = %s", strain).fetchone()[0]
+ self.diffCol[i] = g.db.execute(
+ "select Id from Strain where Symbol = %s", strain).fetchone()[0]
################################################################
# GeneCollection goes here
@@ -552,13 +563,15 @@ class DisplayMappingResults:
chrName = "X"
else:
chrName = self.selectedChr
- self.geneCol = GeneUtil.loadGenes(chrName, self.diffCol, self.startMb, self.endMb, "mouse")
+ self.geneCol = GeneUtil.loadGenes(
+ chrName, self.diffCol, self.startMb, self.endMb, "mouse")
elif self.dataset.group.species == "rat":
if self.selectedChr == 21:
chrName = "X"
else:
chrName = self.selectedChr
- self.geneCol = GeneUtil.loadGenes(chrName, self.diffCol, self.startMb, self.endMb, "rat")
+ self.geneCol = GeneUtil.loadGenes(
+ chrName, self.diffCol, self.startMb, self.endMb, "rat")
if self.geneCol and self.intervalAnalystChecked:
#######################################################################
@@ -577,7 +590,8 @@ class DisplayMappingResults:
showLocusForm = ""
intCanvas = Image.new("RGBA", size=(self.graphWidth, self.graphHeight))
with Bench("Drawing Plot"):
- gifmap = self.plotIntMapping(intCanvas, startMb=self.startMb, endMb=self.endMb, showLocusForm= showLocusForm)
+ gifmap = self.plotIntMapping(
+ intCanvas, startMb=self.startMb, endMb=self.endMb, showLocusForm= showLocusForm)
self.gifmap = gifmap.__str__()
@@ -593,8 +607,10 @@ class DisplayMappingResults:
# Scales plot differently for high resolution
if self.draw2X:
- intCanvasX2 = Image.new("RGBA", size=(self.graphWidth * 2, self.graphHeight * 2))
- gifmapX2 = self.plotIntMapping(intCanvasX2, startMb=self.startMb, endMb=self.endMb, showLocusForm= showLocusForm, zoom=2)
+ intCanvasX2 = Image.new("RGBA", size=(
+ self.graphWidth * 2, self.graphHeight * 2))
+ gifmapX2 = self.plotIntMapping(
+ intCanvasX2, startMb=self.startMb, endMb=self.endMb, showLocusForm= showLocusForm, zoom=2)
intCanvasX2.save(
"{}.png".format(
os.path.join(webqtlConfig.GENERATED_IMAGE_DIR,
@@ -612,7 +628,8 @@ class DisplayMappingResults:
name=showLocusForm,
submit=HtmlGenWrapper.create_input_tag(type_='hidden'))
- hddn = {'FormID': 'showDatabase', 'ProbeSetID': '_', 'database': fd.RISet+"Geno",'CellID':'_', 'RISet':fd.RISet, 'incparentsf1':'ON'}
+ hddn = {'FormID': 'showDatabase', 'ProbeSetID': '_', 'database': fd.RISet+ \
+ "Geno",'CellID':'_', 'RISet':fd.RISet, 'incparentsf1':'ON'}
for key in hddn.keys():
showLocusForm.append(HtmlGenWrapper.create_input_tag(
name=key, value=hddn[key], type_='hidden'))
@@ -631,7 +648,8 @@ class DisplayMappingResults:
if self.traitList and self.traitList[0].dataset and self.traitList[0].dataset.type == 'Geno':
btminfo.append(HtmlGenWrapper.create_br_tag())
- btminfo.append('Mapping using genotype data as a trait will result in infinity LRS at one locus. In order to display the result properly, all LRSs higher than 100 are capped at 100.')
+ btminfo.append(
+ 'Mapping using genotype data as a trait will result in infinity LRS at one locus. In order to display the result properly, all LRSs higher than 100 are capped at 100.')
def plotIntMapping(self, canvas, offset=(80, 120, 90, 100), zoom=1, startMb= None, endMb = None, showLocusForm = ""):
im_drawer = ImageDraw.Draw(canvas)
@@ -673,7 +691,8 @@ class DisplayMappingResults:
else:
drawAreaHeight -= 3 * self.BAND_HEIGHT + 3 * self.BAND_SPACING + 10 * zoom
if self.geneChecked:
- drawAreaHeight -= self.NUM_GENE_ROWS * self.EACH_GENE_HEIGHT + 3 * self.BAND_SPACING + 10 * zoom
+ drawAreaHeight -= self.NUM_GENE_ROWS * \
+ self.EACH_GENE_HEIGHT + 3 * self.BAND_SPACING + 10 * zoom
else:
if self.selectedChr > -1:
drawAreaHeight -= 20
@@ -682,7 +701,8 @@ class DisplayMappingResults:
# BEGIN HaplotypeAnalyst
if self.haplotypeAnalystChecked and self.selectedChr > -1:
- drawAreaHeight -= self.EACH_GENE_HEIGHT * (self.NR_INDIVIDUALS + 10) * 2 * zoom
+ drawAreaHeight -= self.EACH_GENE_HEIGHT * \
+ (self.NR_INDIVIDUALS + 10) * 2 * zoom
# END HaplotypeAnalyst
if zoom == 2:
@@ -693,38 +713,48 @@ class DisplayMappingResults:
newoffset = (xLeftOffset, xRightOffset, yTopOffset, yBottomOffset)
# Draw the alternating-color background first and get plotXScale
- plotXScale = self.drawGraphBackground(canvas, gifmap, offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
+ plotXScale = self.drawGraphBackground(
+ canvas, gifmap, offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
# draw bootstap
if self.bootChecked and not self.multipleInterval:
- self.drawBootStrapResult(canvas, self.nboot, drawAreaHeight, plotXScale, offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
+ self.drawBootStrapResult(canvas, self.nboot, drawAreaHeight, plotXScale,
+ offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
# Draw clickable region and gene band if selected
if self.plotScale == 'physic' and self.selectedChr > -1:
- self.drawClickBand(canvas, gifmap, plotXScale, offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
+ self.drawClickBand(canvas, gifmap, plotXScale, offset=newoffset,
+ zoom=zoom, startMb=startMb, endMb=endMb)
if self.geneChecked and self.geneCol:
- self.drawGeneBand(canvas, gifmap, plotXScale, offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
+ self.drawGeneBand(canvas, gifmap, plotXScale, offset=newoffset,
+ zoom=zoom, startMb=startMb, endMb=endMb)
if self.SNPChecked:
- self.drawSNPTrackNew(canvas, offset=newoffset, zoom=2 * zoom, startMb=startMb, endMb = endMb)
+ self.drawSNPTrackNew(
+ canvas, offset=newoffset, zoom=2 * zoom, startMb=startMb, endMb = endMb)
# BEGIN HaplotypeAnalyst
if self.haplotypeAnalystChecked:
- self.drawHaplotypeBand(canvas, gifmap, plotXScale, offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
+ self.drawHaplotypeBand(
+ canvas, gifmap, plotXScale, offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
# END HaplotypeAnalyst
# Draw X axis
- self.drawXAxis(canvas, drawAreaHeight, gifmap, plotXScale, showLocusForm, offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
+ self.drawXAxis(canvas, drawAreaHeight, gifmap, plotXScale, showLocusForm,
+ offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
# Draw QTL curve
- self.drawQTL(canvas, drawAreaHeight, gifmap, plotXScale, offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
+ self.drawQTL(canvas, drawAreaHeight, gifmap, plotXScale,
+ offset=newoffset, zoom=zoom, startMb=startMb, endMb=endMb)
# draw legend
if self.multipleInterval:
- self.drawMultiTraitName(fd, canvas, gifmap, showLocusForm, offset=newoffset)
+ self.drawMultiTraitName(
+ fd, canvas, gifmap, showLocusForm, offset=newoffset)
elif self.legendChecked:
self.drawLegendPanel(canvas, offset=newoffset, zoom=zoom)
else:
pass
# draw position, no need to use a separate function
- self.drawProbeSetPosition(canvas, plotXScale, offset=newoffset, zoom=zoom)
+ self.drawProbeSetPosition(
+ canvas, plotXScale, offset=newoffset, zoom=zoom)
return gifmap
@@ -756,19 +786,24 @@ class DisplayMappingResults:
if previous_chr_as_int != 1:
BootCoord.append(BootChrCoord)
BootChrCoord = []
- startX += (self.ChrLengthDistList[previous_chr_as_int - 2] + self.GraphInterval) * plotXScale
+ startX += (
+ self.ChrLengthDistList[previous_chr_as_int - 2] + self.GraphInterval) * plotXScale
if self.plotScale == 'physic':
Xc = startX + (result['Mb'] - self.startMb) * plotXScale
else:
- Xc = startX + (result['cM'] - self.qtlresults[0]['cM']) * plotXScale
+ Xc = startX + \
+ (result['cM'] - self.qtlresults[0]['cM']) * plotXScale
BootChrCoord.append([Xc, self.bootResult[i]])
else:
for i, result in enumerate(self.qtlresults):
if str(result['chr']) == str(self.ChrList[self.selectedChr][0]):
if self.plotScale == 'physic':
- Xc = startX + (result['Mb'] - self.startMb) * plotXScale
+ Xc = startX + (result['Mb'] - \
+ self.startMb) * plotXScale
else:
- Xc = startX + (result['cM'] - self.qtlresults[0]['cM']) * plotXScale
+ Xc = startX + \
+ (result['cM'] - self.qtlresults[0]
+ ['cM']) * plotXScale
BootChrCoord.append([Xc, self.bootResult[i]])
BootCoord = [BootChrCoord]
@@ -793,14 +828,16 @@ class DisplayMappingResults:
if maxBootCount < bootCount:
maxBootCount = bootCount
# end if
- reducedBootCoord.append([bootStartPixX, BootChrCoord[i][0], bootCount])
+ reducedBootCoord.append(
+ [bootStartPixX, BootChrCoord[i][0], bootCount])
bootStartPixX = BootChrCoord[i][0]
bootCount = BootChrCoord[i][1]
# end else
# end for
# add last piece
if BootChrCoord[-1][0] - bootStartPixX > stepBootStrap / 2.0:
- reducedBootCoord.append([bootStartPixX, BootChrCoord[-1][0], bootCount])
+ reducedBootCoord.append(
+ [bootStartPixX, BootChrCoord[-1][0], bootCount])
else:
reducedBootCoord[-1][2] += bootCount
reducedBootCoord[-1][1] = BootChrCoord[-1][0]
@@ -827,11 +864,13 @@ class DisplayMappingResults:
# draw boot scale
highestPercent = (maxBootCount * 100.0) / nboot
bootScale = Plot.detScale(0, highestPercent)
- bootScale = Plot.frange(bootScale[0], bootScale[1], bootScale[1] / bootScale[2])
+ bootScale = Plot.frange(
+ bootScale[0], bootScale[1], bootScale[1] / bootScale[2])
bootScale = bootScale[:-1] + [highestPercent]
bootOffset = 50 * fontZoom
- bootScaleFont = ImageFont.truetype(font=VERDANA_FILE, size=13 * fontZoom)
+ bootScaleFont = ImageFont.truetype(
+ font=VERDANA_FILE, size=13 * fontZoom)
im_drawer.rectangle(
xy=((canvas.size[0] - bootOffset, yZero - bootHeightThresh),
(canvas.size[0] - bootOffset - 15*zoom, yZero)),
@@ -860,10 +899,12 @@ class DisplayMappingResults:
startPosY = 30
else:
startPosY = 15
- smallLabelFont = ImageFont.truetype(font=TREBUC_FILE, size=12 * fontZoom)
+ smallLabelFont = ImageFont.truetype(
+ font=TREBUC_FILE, size=12 * fontZoom)
leftOffset = canvas.size[0] - xRightOffset - 190
im_drawer.rectangle(
- xy=((leftOffset, startPosY - 6), (leftOffset + 12, startPosY + 6)),
+ xy=((leftOffset, startPosY - 6),
+ (leftOffset + 12, startPosY + 6)),
fill=YELLOW, outline=BLACK)
im_drawer.text(xy=(canvas.size[0] - xRightOffset - 170, startPosY + TEXT_Y_DISPLACEMENT),
text='Frequency of the Peak LRS',
@@ -905,7 +946,8 @@ class DisplayMappingResults:
locPixel = xLeftOffset
for i, _chr in enumerate(self.ChrList[1:]):
if _chr[0] != Chr:
- locPixel += (self.ChrLengthDistList[i] + self.GraphInterval) * plotXScale
+ locPixel += (self.ChrLengthDistList[i] + \
+ self.GraphInterval) * plotXScale
else:
locPixel += Mb * plotXScale
break
@@ -921,7 +963,8 @@ class DisplayMappingResults:
# the trait's position is between two traits
if i > 0 and self.qtlresults[i - 1]['Mb'] < Mb and qtlresult['Mb'] >= Mb:
- locPixel = xLeftOffset + plotXScale * (self.qtlresults[i - 1]['Mb'] + (qtlresult['Mb'] - self.qtlresults[i - 1]['Mb']) * (Mb - self.qtlresults[i - 1]['Mb']) / (qtlresult['Mb'] - self.qtlresults[i - 1]['Mb']))
+ locPixel = xLeftOffset + plotXScale * (self.qtlresults[i - 1]['Mb'] + (qtlresult['Mb'] - self.qtlresults[i - 1]['Mb']) * (
+ Mb - self.qtlresults[i - 1]['Mb']) / (qtlresult['Mb'] - self.qtlresults[i - 1]['Mb']))
break
# the trait's position is on the right of the last genotype
@@ -932,12 +975,15 @@ class DisplayMappingResults:
for i, _chr in enumerate(self.ChrList):
if i < (len(self.ChrList) - 1):
if _chr != Chr:
- locPixel += (self.ChrLengthDistList[i] + self.GraphInterval) * plotXScale
+ locPixel += (self.ChrLengthDistList[i] + \
+ self.GraphInterval) * plotXScale
else:
- locPixel += (Mb * (_chr[-1].cM - _chr[0].cM) / self.ChrLengthCMList[i]) * plotXScale
+ locPixel += (Mb * (_chr[-1].cM - _chr[0].cM) / \
+ self.ChrLengthCMList[i]) * plotXScale
break
if locPixel >= 0 and self.plotScale == 'physic':
- traitPixel = ((locPixel, yZero), (locPixel - 7, yZero + 14), (locPixel + 7, yZero + 14))
+ traitPixel = ((locPixel, yZero), (locPixel - 7,
+ yZero + 14), (locPixel + 7, yZero + 14))
draw_open_polygon(canvas, xy=traitPixel, outline=BLACK,
fill=self.TRANSCRIPT_LOCATION_COLOR)
@@ -979,7 +1025,8 @@ class DisplayMappingResults:
maxCount = max(SNPCounts)
if maxCount > 0:
for i in range(xLeftOffset, xLeftOffset + plotWidth):
- snpDensity = float(SNPCounts[i - xLeftOffset] * SNP_HEIGHT_MODIFIER / maxCount)
+ snpDensity = float(
+ SNPCounts[i - xLeftOffset] * SNP_HEIGHT_MODIFIER / maxCount)
im_drawer.line(
xy=((i, drawSNPLocationY + (snpDensity) * zoom),
(i, drawSNPLocationY - (snpDensity) * zoom)),
@@ -1015,12 +1062,16 @@ class DisplayMappingResults:
(rectWidth + rightShift, yPaddingTop + 10+kstep*15)),
fill=thisLRSColor, outline=BLACK)
im_drawer.text(
- text=name, xy=(rectWidth + 2 + rightShift, yPaddingTop + 10 + kstep * 15),
+ text=name, xy=(rectWidth + 2 + rightShift,
+ yPaddingTop + 10 + kstep * 15),
font=colorFont, fill=BLACK)
if thisTrait.db:
- COORDS = "%d,%d,%d,%d" % (rectWidth + 2 + rightShift, yPaddingTop + kstep * 15, rectWidth + 2 + rightShift + nameWidth, yPaddingTop + 10 + kstep * 15,)
- HREF = "javascript:showDatabase3('%s','%s','%s','');" % (showLocusForm, thisTrait.db.name, thisTrait.name)
- Areas = HtmlGenWrapper.create_area_tag(shape='rect', coords=COORDS, href=HREF)
+ COORDS = "%d,%d,%d,%d" % (rectWidth + 2 + rightShift, yPaddingTop + kstep * \
+ 15, rectWidth + 2 + rightShift + nameWidth, yPaddingTop + 10 + kstep * 15,)
+ HREF = "javascript:showDatabase3('%s','%s','%s','');" % (
+ showLocusForm, thisTrait.db.name, thisTrait.name)
+ Areas = HtmlGenWrapper.create_area_tag(
+ shape='rect', coords=COORDS, href=HREF)
gifmap.append(Areas) # TODO
def drawLegendPanel(self, canvas, offset=(40, 120, 80, 10), zoom=1):
@@ -1042,7 +1093,8 @@ class DisplayMappingResults:
if hasattr(self.traitList[0], 'chr') and hasattr(self.traitList[0], 'mb'):
startPosY = 15
nCol = 2
- smallLabelFont = ImageFont.truetype(font=TREBUC_FILE, size=12 * fontZoom)
+ smallLabelFont = ImageFont.truetype(
+ font=TREBUC_FILE, size=12 * fontZoom)
leftOffset = canvas.size[0] - xRightOffset - 190
draw_open_polygon(
@@ -1064,7 +1116,8 @@ class DisplayMappingResults:
xy=((startPosX, startPosY), (startPosX + 32, startPosY)),
fill=self.LRS_COLOR, width=2)
im_drawer.text(
- text=self.LRS_LOD, xy=(startPosX + 40, startPosY + TEXT_Y_DISPLACEMENT),
+ text=self.LRS_LOD, xy=(
+ startPosX + 40, startPosY + TEXT_Y_DISPLACEMENT),
font=labelFont, fill=BLACK)
startPosY += stepPosY
@@ -1118,10 +1171,12 @@ class DisplayMappingResults:
xy=((thisStartX, startPosY), (startPosX + 32, startPosY)),
fill=self.SIGNIFICANT_COLOR, width=self.SIGNIFICANT_WIDTH)
im_drawer.line(
- xy=((thisStartX, startPosY + stepPosY), (startPosX + 32, startPosY + stepPosY)),
+ xy=((thisStartX, startPosY + stepPosY),
+ (startPosX + 32, startPosY + stepPosY)),
fill=self.SUGGESTIVE_COLOR, width=self.SUGGESTIVE_WIDTH)
im_drawer.text(
- text='Significant %s = %2.2f' % (self.LRS_LOD, self.significant),
+ text='Significant %s = %2.2f' % (
+ self.LRS_LOD, self.significant),
xy=(thisStartX + 40, startPosY + TEXT_Y_DISPLACEMENT), font=labelFont, fill=BLACK)
im_drawer.text(
text='Suggestive %s = %2.2f' % (self.LRS_LOD, self.suggestive),
@@ -1134,7 +1189,8 @@ class DisplayMappingResults:
if self.dataset.type == "Publish" or self.dataset.type == "Geno":
dataset_label = self.dataset.fullname
else:
- dataset_label = "%s - %s" % (self.dataset.group.name, self.dataset.fullname)
+ dataset_label = "%s - %s" % (self.dataset.group.name,
+ self.dataset.fullname)
string1 = 'Dataset: %s' % (dataset_label)
@@ -1151,7 +1207,8 @@ class DisplayMappingResults:
string3 = 'Using GEMMA mapping method with '
if self.covariates != "":
string3 += 'the cofactors below:'
- cofactor_names = ", ".join([covar.split(":")[0] for covar in self.covariates.split(",")])
+ cofactor_names = ", ".join(
+ [covar.split(":")[0] for covar in self.covariates.split(",")])
string4 = cofactor_names
else:
string3 += 'no cofactors'
@@ -1159,7 +1216,8 @@ class DisplayMappingResults:
string3 = 'Using R/qtl mapping method with '
if self.covariates != "":
string3 += 'the cofactors below:'
- cofactor_names = ", ".join([covar.split(":")[0] for covar in self.covariates.split(",")])
+ cofactor_names = ", ".join(
+ [covar.split(":")[0] for covar in self.covariates.split(",")])
string4 = cofactor_names
elif self.controlLocus and self.doControl != "false":
string3 += '%s as control' % self.controlLocus
@@ -1177,15 +1235,19 @@ class DisplayMappingResults:
if self.selectedChr == -1:
identification = "Mapping on All Chromosomes for "
else:
- identification = "Mapping on Chromosome %s for " % (self.ChrList[self.selectedChr][0])
+ identification = "Mapping on Chromosome %s for " % (
+ self.ChrList[self.selectedChr][0])
if self.this_trait.symbol:
- identification += "Trait: %s - %s" % (self.this_trait.name, self.this_trait.symbol)
+ identification += "Trait: %s - %s" % (
+ self.this_trait.name, self.this_trait.symbol)
elif self.dataset.type == "Publish":
if self.this_trait.post_publication_abbreviation:
- identification += "Trait: %s - %s" % (self.this_trait.name, self.this_trait.post_publication_abbreviation)
+ identification += "Trait: %s - %s" % (
+ self.this_trait.name, self.this_trait.post_publication_abbreviation)
elif self.this_trait.pre_publication_abbreviation:
- identification += "Trait: %s - %s" % (self.this_trait.name, self.this_trait.pre_publication_abbreviation)
+ identification += "Trait: %s - %s" % (
+ self.this_trait.name, self.this_trait.pre_publication_abbreviation)
else:
identification += "Trait: %s" % (self.this_trait.name)
else:
@@ -1265,7 +1327,8 @@ class DisplayMappingResults:
tenPercentLength = geneLength * 0.0001
SNPdensity = theGO["snpCount"] / geneLength
- exonStarts = list(map(float, theGO['exonStarts'].split(",")[:-1]))
+ exonStarts = list(
+ map(float, theGO['exonStarts'].split(",")[:-1]))
exonEnds = list(map(float, theGO['exonEnds'].split(",")[:-1]))
cdsStart = theGO['cdsStart']
cdsEnd = theGO['cdsEnd']
@@ -1274,8 +1337,10 @@ class DisplayMappingResults:
strand = theGO["Strand"]
exonCount = theGO["exonCount"]
- geneStartPix = xLeftOffset + plotXScale * (float(txStart) - startMb)
- geneEndPix = xLeftOffset + plotXScale * (float(txEnd) - startMb) # at least one pixel
+ geneStartPix = xLeftOffset + \
+ plotXScale * (float(txStart) - startMb)
+ geneEndPix = xLeftOffset + plotXScale * \
+ (float(txEnd) - startMb) # at least one pixel
if (geneEndPix < xLeftOffset):
return; # this gene is not on the screen
@@ -1290,7 +1355,8 @@ class DisplayMappingResults:
# found earlier, needs to be recomputed as snps are added
# always apply colors now, even if SNP Track not checked - Zach 11/24/2010
- densities = [1.0000000000000001e-05, 0.094094033555233408, 0.3306166377816987, 0.88246026851027781, 2.6690084029581951, 4.1, 61.0]
+ densities = [1.0000000000000001e-05, 0.094094033555233408,
+ 0.3306166377816987, 0.88246026851027781, 2.6690084029581951, 4.1, 61.0]
if SNPdensity < densities[0]:
myColor = BLACK
elif SNPdensity < densities[1]:
@@ -1309,7 +1375,8 @@ class DisplayMappingResults:
outlineColor = myColor
fillColor = myColor
- TITLE = "Gene: %s (%s)\nFrom %2.3f to %2.3f Mb (%s)\nNum. exons: %d." % (geneSymbol, accession, float(txStart), float(txEnd), strand, exonCount)
+ TITLE = "Gene: %s (%s)\nFrom %2.3f to %2.3f Mb (%s)\nNum. exons: %d." % (
+ geneSymbol, accession, float(txStart), float(txEnd), strand, exonCount)
# NL: 06-02-2011 Rob required to change this link for gene related
HREF = geneNCBILink % geneSymbol
@@ -1324,8 +1391,10 @@ class DisplayMappingResults:
strand = theGO["Strand"]
exonCount = 0
- geneStartPix = xLeftOffset + plotXScale * (float(txStart) - startMb)
- geneEndPix = xLeftOffset + plotXScale * (float(txEnd) - startMb) # at least one pixel
+ geneStartPix = xLeftOffset + \
+ plotXScale * (float(txStart) - startMb)
+ geneEndPix = xLeftOffset + plotXScale * \
+ (float(txEnd) - startMb) # at least one pixel
if (geneEndPix < xLeftOffset):
return; # this gene is not on the screen
@@ -1338,7 +1407,8 @@ class DisplayMappingResults:
outlineColor = DARKBLUE
fillColor = DARKBLUE
- TITLE = "Gene: %s\nFrom %2.3f to %2.3f Mb (%s)" % (geneSymbol, float(txStart), float(txEnd), strand)
+ TITLE = "Gene: %s\nFrom %2.3f to %2.3f Mb (%s)" % (
+ geneSymbol, float(txStart), float(txEnd), strand)
# NL: 06-02-2011 Rob required to change this link for gene related
HREF = geneNCBILink % geneSymbol
else:
@@ -1347,7 +1417,8 @@ class DisplayMappingResults:
TITLE = "Gene: %s" % geneSymbol
# Draw Genes
- geneYLocation = yPaddingTop + (gIndex % self.NUM_GENE_ROWS) * self.EACH_GENE_HEIGHT * zoom
+ geneYLocation = yPaddingTop + \
+ (gIndex % self.NUM_GENE_ROWS) * self.EACH_GENE_HEIGHT * zoom
if self.dataset.group.species == "mouse" or self.dataset.group.species == "rat":
geneYLocation += 4 * self.BAND_HEIGHT + 4 * self.BAND_SPACING
else:
@@ -1361,7 +1432,8 @@ class DisplayMappingResults:
# draw the line that runs the entire length of the gene
im_drawer.line(
xy=(
- (geneStartPix, geneYLocation + self.EACH_GENE_HEIGHT / 2 * zoom),
+ (geneStartPix, geneYLocation + \
+ self.EACH_GENE_HEIGHT / 2 * zoom),
(geneEndPix, geneYLocation + self.EACH_GENE_HEIGHT / 2 *zoom)),
fill=outlineColor, width=1)
@@ -1401,8 +1473,10 @@ class DisplayMappingResults:
# draw the blocks for the exon regions
for i in range(0, len(exonStarts)):
- exonStartPix = (exonStarts[i] - startMb) * plotXScale + xLeftOffset
- exonEndPix = (exonEnds[i] - startMb) * plotXScale + xLeftOffset
+ exonStartPix = (
+ exonStarts[i] - startMb) * plotXScale + xLeftOffset
+ exonEndPix = (exonEnds[i] - startMb) * \
+ plotXScale + xLeftOffset
if (exonStartPix < xLeftOffset):
exonStartPix = xLeftOffset
if (exonEndPix < xLeftOffset):
@@ -1418,7 +1492,8 @@ class DisplayMappingResults:
# draw gray blocks for 3' and 5' UTR blocks
if cdsStart and cdsEnd:
- utrStartPix = (txStart - startMb) * plotXScale + xLeftOffset
+ utrStartPix = (txStart - startMb) * \
+ plotXScale + xLeftOffset
utrEndPix = (cdsStart - startMb) * plotXScale + xLeftOffset
if (utrStartPix < xLeftOffset):
utrStartPix = xLeftOffset
@@ -1436,7 +1511,8 @@ class DisplayMappingResults:
labelText = "5'"
im_drawer.text(
text=labelText,
- xy=(utrStartPix - 9, geneYLocation + self.EACH_GENE_HEIGHT),
+ xy=(utrStartPix - 9, geneYLocation + \
+ self.EACH_GENE_HEIGHT),
font=ImageFont.truetype(font=ARIAL_FILE, size=2))
# the second UTR region
@@ -1459,7 +1535,8 @@ class DisplayMappingResults:
labelText = "3'"
im_drawer.text(
text=labelText,
- xy=(utrEndPix + 2, geneYLocation + self.EACH_GENE_HEIGHT),
+ xy=(utrEndPix + 2, geneYLocation + \
+ self.EACH_GENE_HEIGHT),
font=ImageFont.truetype(font=ARIAL_FILE, size=2))
# draw the genes as rectangles
@@ -1469,7 +1546,8 @@ class DisplayMappingResults:
(geneEndPix, (geneYLocation + self.EACH_GENE_HEIGHT * zoom))),
outline=outlineColor, fill=fillColor)
- COORDS = "%d, %d, %d, %d" % (geneStartPix, geneYLocation, geneEndPix, (geneYLocation + self.EACH_GENE_HEIGHT))
+ COORDS = "%d, %d, %d, %d" % (
+ geneStartPix, geneYLocation, geneEndPix, (geneYLocation + self.EACH_GENE_HEIGHT))
# NL: 06-02-2011 Rob required to display NCBI info in a new window
gifmap.append(
HtmlGenWrapper.create_area_tag(
@@ -1496,7 +1574,8 @@ class DisplayMappingResults:
smd = []
for sample in self.sample_vals_dict.keys():
if self.sample_vals_dict[sample] != "x" and sample in samplelist:
- temp = GeneralObject(name=sample, value=float(self.sample_vals_dict[sample]))
+ temp = GeneralObject(name=sample, value=float(
+ self.sample_vals_dict[sample]))
smd.append(temp)
else:
continue
@@ -1517,8 +1596,10 @@ class DisplayMappingResults:
txStart = _chr[i].Mb
txEnd = _chr[i].Mb
- geneStartPix = xLeftOffset + plotXScale * (float(txStart) - startMb) - 0
- geneEndPix = xLeftOffset + plotXScale * (float(txEnd) - startMb) - 0
+ geneStartPix = xLeftOffset + plotXScale * \
+ (float(txStart) - startMb) - 0
+ geneEndPix = xLeftOffset + plotXScale * \
+ (float(txEnd) - startMb) - 0
drawit = 1
if (geneStartPix < xLeftOffset):
@@ -1546,8 +1627,10 @@ class DisplayMappingResults:
txStart = _chr[j].Mb
txEnd = _chr[j].Mb
- geneStartPix = xLeftOffset + plotXScale * (float(txStart) - startMb) - 0
- geneEndPix = xLeftOffset + plotXScale * (float(txEnd) - startMb) + 0
+ geneStartPix = xLeftOffset + plotXScale * \
+ (float(txStart) - startMb) - 0
+ geneEndPix = xLeftOffset + plotXScale * \
+ (float(txEnd) - startMb) + 0
if oldgeneEndPix >= xLeftOffset:
drawStart = oldgeneEndPix + 4
@@ -1585,7 +1668,8 @@ class DisplayMappingResults:
# Draw Genes
- geneYLocation = yPaddingTop + self.NUM_GENE_ROWS * (self.EACH_GENE_HEIGHT) * zoom
+ geneYLocation = yPaddingTop + self.NUM_GENE_ROWS * \
+ (self.EACH_GENE_HEIGHT) * zoom
if self.dataset.group.species == "mouse" or self.dataset.group.species == "rat":
geneYLocation += 4 * self.BAND_HEIGHT + 4 * self.BAND_SPACING
else:
@@ -1606,7 +1690,8 @@ class DisplayMappingResults:
if (plotbxd == 1):
ind = 0
if samplelist[k] in [item.name for item in smd]:
- ind = [item.name for item in smd].index(samplelist[k])
+ ind = [item.name for item in smd].index(
+ samplelist[k])
maxind = max(ind, maxind)
@@ -1637,8 +1722,10 @@ class DisplayMappingResults:
geneYLocation + 2 *ind*self.EACH_GENE_HEIGHT + 2*self.EACH_GENE_HEIGHT*zoom)),
outline=outlineColor, fill=fillColor)
- COORDS = "%d, %d, %d, %d" % (geneStartPix, geneYLocation + ind * self.EACH_GENE_HEIGHT, geneEndPix + 1, (geneYLocation + ind * self.EACH_GENE_HEIGHT))
- TITLE = "Strain: %s, marker (%s) \n Position %2.3f Mb." % (samplelist[k], _chr[j].name, float(txStart))
+ COORDS = "%d, %d, %d, %d" % (
+ geneStartPix, geneYLocation + ind * self.EACH_GENE_HEIGHT, geneEndPix + 1, (geneYLocation + ind * self.EACH_GENE_HEIGHT))
+ TITLE = "Strain: %s, marker (%s) \n Position %2.3f Mb." % (
+ samplelist[k], _chr[j].name, float(txStart))
HREF = ''
gifmap.append(
HtmlGenWrapper.create_area_tag(
@@ -1683,7 +1770,8 @@ class DisplayMappingResults:
plotbxd = 1
if (plotbxd == 1):
- ind = [item.name for item in smd].index(samplelist[j]) - 1
+ ind = [item.name for item in smd].index(
+ samplelist[j]) - 1
expr = smd[ind].value
# Place where font is hardcoded
@@ -1691,13 +1779,15 @@ class DisplayMappingResults:
text="%s" % (samplelist[j]),
xy=((xLeftOffset + plotWidth + 10),
geneYLocation + 11 + 2*ind*self.EACH_GENE_HEIGHT*zoom),
- font=ImageFont.truetype(font=VERDANA_FILE, size=12),
+ font=ImageFont.truetype(
+ font=VERDANA_FILE, size=12),
fill=BLACK)
im_drawer.text(
text="%2.2f" % (expr),
xy=((xLeftOffset + plotWidth + 60),
geneYLocation + 11 + 2*ind*self.EACH_GENE_HEIGHT*zoom),
- font=ImageFont.truetype(font=VERDANA_FILE, size=12),
+ font=ImageFont.truetype(
+ font=VERDANA_FILE, size=12),
fill=BLACK)
# END HaplotypeAnalyst
@@ -1719,12 +1809,16 @@ class DisplayMappingResults:
# but it makes the HTML huge, and takes forever to render the page in the first place)
# Draw the bands that you can click on to go to UCSC / Ensembl
MAX_CLICKABLE_REGION_DIVISIONS = 100
- clickableRegionLabelFont = ImageFont.truetype(font=VERDANA_FILE, size=9)
- pixelStep = max(5, int(float(plotWidth) / MAX_CLICKABLE_REGION_DIVISIONS))
+ clickableRegionLabelFont = ImageFont.truetype(
+ font=VERDANA_FILE, size=9)
+ pixelStep = max(
+ 5, int(float(plotWidth) / MAX_CLICKABLE_REGION_DIVISIONS))
# pixelStep: every N pixels, we make a new clickable area for the user to go to that area of the genome.
- numBasesCurrentlyOnScreen = self.kONE_MILLION * abs(startMb - endMb) # Number of bases on screen now
- flankingWidthInBases = int (min((float(numBasesCurrentlyOnScreen) / 2.0), (5*self.kONE_MILLION)))
+ numBasesCurrentlyOnScreen = self.kONE_MILLION * \
+ abs(startMb - endMb) # Number of bases on screen now
+ flankingWidthInBases = int (
+ min((float(numBasesCurrentlyOnScreen) / 2.0), (5*self.kONE_MILLION)))
webqtlZoomWidth = numBasesCurrentlyOnScreen / 16.0
# Flanking width should be such that we either zoom in to a 10 million base region, or we show the clicked region at the same scale as we are currently seeing.
@@ -1733,23 +1827,33 @@ class DisplayMappingResults:
paddingTop = yTopOffset
if self.dataset.group.species == "mouse" or self.dataset.group.species == "rat":
- phenogenPaddingTop = paddingTop + (self.BAND_HEIGHT + self.BAND_SPACING)
- ucscPaddingTop = paddingTop + 2 * (self.BAND_HEIGHT + self.BAND_SPACING)
- ensemblPaddingTop = paddingTop + 3 * (self.BAND_HEIGHT + self.BAND_SPACING)
+ phenogenPaddingTop = paddingTop + \
+ (self.BAND_HEIGHT + self.BAND_SPACING)
+ ucscPaddingTop = paddingTop + 2 * \
+ (self.BAND_HEIGHT + self.BAND_SPACING)
+ ensemblPaddingTop = paddingTop + 3 * \
+ (self.BAND_HEIGHT + self.BAND_SPACING)
else:
- ucscPaddingTop = paddingTop + (self.BAND_HEIGHT + self.BAND_SPACING)
- ensemblPaddingTop = paddingTop + 2 * (self.BAND_HEIGHT + self.BAND_SPACING)
+ ucscPaddingTop = paddingTop + \
+ (self.BAND_HEIGHT + self.BAND_SPACING)
+ ensemblPaddingTop = paddingTop + 2 * \
+ (self.BAND_HEIGHT + self.BAND_SPACING)
if zoom == 1:
for pixel in range(xLeftOffset, xLeftOffset + plotWidth, pixelStep):
- calBase = self.kONE_MILLION * (startMb + (endMb - startMb) * (pixel - xLeftOffset - 0.0) / plotWidth)
+ calBase = self.kONE_MILLION * \
+ (startMb + (endMb - startMb) * \
+ (pixel - xLeftOffset - 0.0) / plotWidth)
xBrowse1 = pixel
- xBrowse2 = min(xLeftOffset + plotWidth, (pixel + pixelStep - 1))
+ xBrowse2 = min(xLeftOffset + plotWidth,
+ (pixel + pixelStep - 1))
- WEBQTL_COORDS = "%d, %d, %d, %d" % (xBrowse1, paddingTop, xBrowse2, (paddingTop + self.BAND_HEIGHT))
- WEBQTL_HREF = "javascript:rangeView('%s', %f, %f)" % (self.selectedChr - 1, max(0, (calBase - webqtlZoomWidth)) / 1000000.0, (calBase + webqtlZoomWidth) / 1000000.0)
+ WEBQTL_COORDS = "%d, %d, %d, %d" % (
+ xBrowse1, paddingTop, xBrowse2, (paddingTop + self.BAND_HEIGHT))
+ WEBQTL_HREF = "javascript:rangeView('%s', %f, %f)" % (self.selectedChr - 1, max(
+ 0, (calBase - webqtlZoomWidth)) / 1000000.0, (calBase + webqtlZoomWidth) / 1000000.0)
WEBQTL_TITLE = "Click to view this section of the genome in WebQTL"
gifmap.append(
@@ -1764,15 +1868,19 @@ class DisplayMappingResults:
outline=self.CLICKABLE_WEBQTL_REGION_COLOR,
fill=self.CLICKABLE_WEBQTL_REGION_COLOR)
im_drawer.line(
- xy=((xBrowse1, paddingTop), (xBrowse1, (paddingTop + self.BAND_HEIGHT))),
+ xy=((xBrowse1, paddingTop), (xBrowse1,
+ (paddingTop + self.BAND_HEIGHT))),
fill=self.CLICKABLE_WEBQTL_REGION_OUTLINE_COLOR)
if self.dataset.group.species == "mouse" or self.dataset.group.species == "rat":
- PHENOGEN_COORDS = "%d, %d, %d, %d" % (xBrowse1, phenogenPaddingTop, xBrowse2, (phenogenPaddingTop + self.BAND_HEIGHT))
+ PHENOGEN_COORDS = "%d, %d, %d, %d" % (
+ xBrowse1, phenogenPaddingTop, xBrowse2, (phenogenPaddingTop + self.BAND_HEIGHT))
if self.dataset.group.species == "mouse":
- PHENOGEN_HREF = "https://phenogen.org/gene.jsp?speciesCB=Mm&auto=Y&geneTxt=chr%s:%d-%d&genomeVer=mm10" % (self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases)
+ PHENOGEN_HREF = "https://phenogen.org/gene.jsp?speciesCB=Mm&auto=Y&geneTxt=chr%s:%d-%d&genomeVer=mm10" % (
+ self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases)
else:
- PHENOGEN_HREF = "https://phenogen.org/gene.jsp?speciesCB=Mm&auto=Y&geneTxt=chr%s:%d-%d&genomeVer=mm10" % (self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases)
+ PHENOGEN_HREF = "https://phenogen.org/gene.jsp?speciesCB=Mm&auto=Y&geneTxt=chr%s:%d-%d&genomeVer=mm10" % (
+ self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases)
PHENOGEN_TITLE = "Click to view this section of the genome in PhenoGen"
gifmap.append(
HtmlGenWrapper.create_area_tag(
@@ -1786,14 +1894,18 @@ class DisplayMappingResults:
outline=self.CLICKABLE_PHENOGEN_REGION_COLOR,
fill=self.CLICKABLE_PHENOGEN_REGION_COLOR)
im_drawer.line(
- xy=((xBrowse1, phenogenPaddingTop), (xBrowse1, (phenogenPaddingTop + self.BAND_HEIGHT))),
+ xy=((xBrowse1, phenogenPaddingTop), (xBrowse1,
+ (phenogenPaddingTop + self.BAND_HEIGHT))),
fill=self.CLICKABLE_PHENOGEN_REGION_OUTLINE_COLOR)
- UCSC_COORDS = "%d, %d, %d, %d" % (xBrowse1, ucscPaddingTop, xBrowse2, (ucscPaddingTop + self.BAND_HEIGHT))
+ UCSC_COORDS = "%d, %d, %d, %d" % (
+ xBrowse1, ucscPaddingTop, xBrowse2, (ucscPaddingTop + self.BAND_HEIGHT))
if self.dataset.group.species == "mouse":
- UCSC_HREF = "http://genome.ucsc.edu/cgi-bin/hgTracks?db=%s&position=chr%s:%d-%d&hgt.customText=%s/snp/chr%s" % (self._ucscDb, self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases, webqtlConfig.PORTADDR, self.selectedChr)
+ UCSC_HREF = "http://genome.ucsc.edu/cgi-bin/hgTracks?db=%s&position=chr%s:%d-%d&hgt.customText=%s/snp/chr%s" % (
+ self._ucscDb, self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases, webqtlConfig.PORTADDR, self.selectedChr)
else:
- UCSC_HREF = "http://genome.ucsc.edu/cgi-bin/hgTracks?db=%s&position=chr%s:%d-%d" % (self._ucscDb, self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases)
+ UCSC_HREF = "http://genome.ucsc.edu/cgi-bin/hgTracks?db=%s&position=chr%s:%d-%d" % (
+ self._ucscDb, self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases)
UCSC_TITLE = "Click to view this section of the genome in the UCSC Genome Browser"
gifmap.append(
HtmlGenWrapper.create_area_tag(
@@ -1811,11 +1923,14 @@ class DisplayMappingResults:
(xBrowse1, (ucscPaddingTop + self.BAND_HEIGHT))),
fill=self.CLICKABLE_UCSC_REGION_OUTLINE_COLOR)
- ENSEMBL_COORDS = "%d, %d, %d, %d" % (xBrowse1, ensemblPaddingTop, xBrowse2, (ensemblPaddingTop + self.BAND_HEIGHT))
+ ENSEMBL_COORDS = "%d, %d, %d, %d" % (
+ xBrowse1, ensemblPaddingTop, xBrowse2, (ensemblPaddingTop + self.BAND_HEIGHT))
if self.dataset.group.species == "mouse":
- ENSEMBL_HREF = "http://www.ensembl.org/Mus_musculus/contigview?highlight=&chr=%s&vc_start=%d&vc_end=%d&x=35&y=12" % (self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases)
+ ENSEMBL_HREF = "http://www.ensembl.org/Mus_musculus/contigview?highlight=&chr=%s&vc_start=%d&vc_end=%d&x=35&y=12" % (
+ self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases)
else:
- ENSEMBL_HREF = "http://www.ensembl.org/Rattus_norvegicus/contigview?chr=%s&start=%d&end=%d" % (self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases)
+ ENSEMBL_HREF = "http://www.ensembl.org/Rattus_norvegicus/contigview?chr=%s&start=%d&end=%d" % (
+ self.selectedChr, max(0, calBase - flankingWidthInBases), calBase + flankingWidthInBases)
ENSEMBL_TITLE = "Click to view this section of the genome in the Ensembl Genome Browser"
gifmap.append(HtmlGenWrapper.create_area_tag(
shape='rect',
@@ -1841,19 +1956,23 @@ class DisplayMappingResults:
if self.dataset.group.species == "mouse" or self.dataset.group.species == "rat":
im_drawer.text(
text="Click to view the corresponding section of the genome in PhenoGen",
- xy=((xLeftOffset + 10), phenogenPaddingTop), # + self.BAND_HEIGHT/2),
+ # + self.BAND_HEIGHT/2),
+ xy=((xLeftOffset + 10), phenogenPaddingTop),
font=clickableRegionLabelFont, fill=self.CLICKABLE_PHENOGEN_TEXT_COLOR)
im_drawer.text(
text="Click to view the corresponding section of the genome in the UCSC Genome Browser",
- xy=((xLeftOffset + 10), ucscPaddingTop), # + self.BAND_HEIGHT/2),
+ # + self.BAND_HEIGHT/2),
+ xy=((xLeftOffset + 10), ucscPaddingTop),
font=clickableRegionLabelFont, fill=self.CLICKABLE_UCSC_TEXT_COLOR)
im_drawer.text(
text="Click to view the corresponding section of the genome in the Ensembl Genome Browser",
- xy=((xLeftOffset + 10), ensemblPaddingTop), # + self.BAND_HEIGHT/2),
+ # + self.BAND_HEIGHT/2),
+ xy=((xLeftOffset + 10), ensemblPaddingTop),
font=clickableRegionLabelFont, fill=self.CLICKABLE_ENSEMBL_TEXT_COLOR)
# draw the gray text
- chrFont = ImageFont.truetype(font=VERDANA_BOLD_FILE, size=26 * zoom)
+ chrFont = ImageFont.truetype(
+ font=VERDANA_BOLD_FILE, size=26 * zoom)
chrX = xLeftOffset + plotWidth - 2 - im_drawer.textsize(
"Chr %s" % self.ChrList[self.selectedChr][0], font=chrFont)[0]
im_drawer.text(
@@ -1922,8 +2041,10 @@ class DisplayMappingResults:
(Xc, yZero + xMajorTickHeight)),
fill=xAxisTickMarkColor,
width=X_MAJOR_TICK_THICKNESS) # Draw the MAJOR tick mark
- labelStr = str(formatStr % _Mb) # What Mbase location to put on the label
- strWidth, strHeight = im_drawer.textsize(labelStr, font=MBLabelFont)
+ # What Mbase location to put on the label
+ labelStr = str(formatStr % _Mb)
+ strWidth, strHeight = im_drawer.textsize(
+ labelStr, font=MBLabelFont)
drawStringXc = (Xc - (strWidth / 2.0))
im_drawer.text(xy=(drawStringXc, strYLoc),
text=labelStr, font=MBLabelFont,
@@ -1956,9 +2077,11 @@ class DisplayMappingResults:
canvas, text=str(tickdists), font=MBLabelFont,
xy=(startPosX + tickdists * plotXScale,
yZero + 10 * zoom), fill=BLACK, angle=270)
- startPosX += (self.ChrLengthDistList[i] + self.GraphInterval) * plotXScale
+ startPosX += (self.ChrLengthDistList[i] + \
+ self.GraphInterval) * plotXScale
- megabaseLabelFont = ImageFont.truetype(font=VERDANA_FILE, size=int(18 * zoom * 1.5))
+ megabaseLabelFont = ImageFont.truetype(
+ font=VERDANA_FILE, size=int(18 * zoom * 1.5))
im_drawer.text(
text="Megabases",
xy=(
@@ -1984,7 +2107,8 @@ class DisplayMappingResults:
if _locus.cM != preLpos:
distinctCount += 1
preLpos = _locus.cM
- thisChr.append([_locus.name, _locus.cM - Locus0CM])
+ thisChr.append(
+ [_locus.name, _locus.cM - Locus0CM])
else:
for j in (0, nLoci / 4, nLoci / 2, nLoci*3/4, -1):
while _chr[j].name == ' - ':
@@ -1992,7 +2116,8 @@ class DisplayMappingResults:
if _chr[j].cM != preLpos:
distinctCount += 1
preLpos = _chr[j].cM
- thisChr.append([_chr[j].name, _chr[j].cM - Locus0CM])
+ thisChr.append(
+ [_chr[j].name, _chr[j].cM - Locus0CM])
ChrAInfo.append(thisChr)
else:
for i, _chr in enumerate(self.genotype):
@@ -2004,7 +2129,8 @@ class DisplayMappingResults:
if _locus.cM != preLpos:
distinctCount += 1
preLpos = _locus.cM
- thisChr.append([_locus.name, _locus.cM - Locus0CM])
+ thisChr.append(
+ [_locus.name, _locus.cM - Locus0CM])
ChrAInfo.append(thisChr)
stepA = (plotWidth + 0.0) / distinctCount
@@ -2053,7 +2179,8 @@ class DisplayMappingResults:
outline=rectColor, fill=rectColor, width=0)
COORDS = "%d,%d,%d,%d" % (xLeftOffset+offsetA-LRectHeight, yZero+40+Zorder*(LRectWidth+3),\
xLeftOffset + offsetA, yZero +40+Zorder*(LRectWidth+3)+LRectWidth)
- HREF = "/show_trait?trait_id=%s&dataset=%s" % (Lname, self.dataset.group.name + "Geno")
+ HREF = "/show_trait?trait_id=%s&dataset=%s" % (
+ Lname, self.dataset.group.name + "Geno")
#HREF="javascript:showDatabase3('%s','%s','%s','');" % (showLocusForm,fd.RISet+"Geno", Lname)
Areas = HtmlGenWrapper.create_area_tag(
shape='rect',
@@ -2067,9 +2194,11 @@ class DisplayMappingResults:
im_drawer.line(
xy=((startPosX, yZero), (startPosX, yZero + 40)),
fill=lineColor)
- startPosX += (self.ChrLengthDistList[j] + self.GraphInterval) * plotXScale
+ startPosX += (self.ChrLengthDistList[j] + \
+ self.GraphInterval) * plotXScale
- centimorganLabelFont = ImageFont.truetype(font=VERDANA_FILE, size=int(18 * zoom * 1.5))
+ centimorganLabelFont = ImageFont.truetype(
+ font=VERDANA_FILE, size=int(18 * zoom * 1.5))
im_drawer.text(
text="Centimorgans",
xy=(xLeftOffset + (plotWidth - im_drawer.textsize(
@@ -2100,29 +2229,39 @@ class DisplayMappingResults:
# ZS: This is a mess, but I don't know a better way to account for different mapping methods returning results in different formats + the option to change between LRS and LOD
if self.lrsMax <= 0: # sliding scale
if "lrs_value" in self.qtlresults[0]:
- LRS_LOD_Max = max([result['lrs_value'] for result in self.qtlresults])
+ LRS_LOD_Max = max([result['lrs_value']
+ for result in self.qtlresults])
if self.LRS_LOD == "LOD" or self.LRS_LOD == "-logP":
LRS_LOD_Max = LRS_LOD_Max / self.LODFACTOR
if self.permChecked and self.nperm > 0 and not self.multipleInterval:
- self.significant = min(self.significant / self.LODFACTOR, webqtlConfig.MAXLRS)
- self.suggestive = min(self.suggestive / self.LODFACTOR, webqtlConfig.MAXLRS)
+ self.significant = min(
+ self.significant / self.LODFACTOR, webqtlConfig.MAXLRS)
+ self.suggestive = min(
+ self.suggestive / self.LODFACTOR, webqtlConfig.MAXLRS)
else:
if self.permChecked and self.nperm > 0 and not self.multipleInterval:
- self.significant = min(self.significant, webqtlConfig.MAXLRS)
- self.suggestive = min(self.suggestive, webqtlConfig.MAXLRS)
+ self.significant = min(
+ self.significant, webqtlConfig.MAXLRS)
+ self.suggestive = min(
+ self.suggestive, webqtlConfig.MAXLRS)
else:
pass
else:
- LRS_LOD_Max = max([result['lod_score'] for result in self.qtlresults])
+ LRS_LOD_Max = max([result['lod_score']
+ for result in self.qtlresults])
if self.LRS_LOD == "LRS":
LRS_LOD_Max = LRS_LOD_Max * self.LODFACTOR
if self.permChecked and self.nperm > 0 and not self.multipleInterval:
- self.significant = min(self.significant * self.LODFACTOR, webqtlConfig.MAXLRS)
- self.suggestive = min(self.suggestive * self.LODFACTOR, webqtlConfig.MAXLRS)
+ self.significant = min(
+ self.significant * self.LODFACTOR, webqtlConfig.MAXLRS)
+ self.suggestive = min(
+ self.suggestive * self.LODFACTOR, webqtlConfig.MAXLRS)
else:
if self.permChecked and self.nperm > 0 and not self.multipleInterval:
- self.significant = min(self.significant, webqtlConfig.MAXLRS)
- self.suggestive = min(self.suggestive, webqtlConfig.MAXLRS)
+ self.significant = min(
+ self.significant, webqtlConfig.MAXLRS)
+ self.suggestive = min(
+ self.suggestive, webqtlConfig.MAXLRS)
else:
pass
@@ -2143,7 +2282,8 @@ class DisplayMappingResults:
self.js_data = json.dumps(js_data)
LRSScaleFont = ImageFont.truetype(font=VERDANA_FILE, size=16 * zoom)
- LRSLODFont = ImageFont.truetype(font=VERDANA_FILE, size=int(18 * zoom * 1.5))
+ LRSLODFont = ImageFont.truetype(
+ font=VERDANA_FILE, size=int(18 * zoom * 1.5))
yZero = yTopOffset + plotHeight
# LRSHeightThresh = drawAreaHeight
@@ -2188,7 +2328,8 @@ class DisplayMappingResults:
# draw the "LRS" or "LOD" string to the left of the axis
LRSScaleFont = ImageFont.truetype(font=VERDANA_FILE, size=16 * zoom)
- LRSLODFont = ImageFont.truetype(font=VERDANA_FILE, size=int(18 * zoom * 1.5))
+ LRSLODFont = ImageFont.truetype(
+ font=VERDANA_FILE, size=int(18 * zoom * 1.5))
yZero = yTopOffset + plotHeight
# TEXT_X_DISPLACEMENT = -20
@@ -2239,7 +2380,8 @@ class DisplayMappingResults:
# ZS: I don't know if what I did here with this inner function is clever or overly complicated, but it's the only way I could think of to avoid duplicating the code inside this function
def add_suggestive_significant_lines_and_legend(start_pos_x, chr_length_dist):
- rightEdge = int(start_pos_x + chr_length_dist * plotXScale - self.SUGGESTIVE_WIDTH / 1.5)
+ rightEdge = int(start_pos_x + chr_length_dist * \
+ plotXScale - self.SUGGESTIVE_WIDTH / 1.5)
im_drawer.line(
xy=((start_pos_x + self.SUGGESTIVE_WIDTH / 1.5, suggestiveY),
(rightEdge, suggestiveY)),
@@ -2253,15 +2395,19 @@ class DisplayMappingResults:
width=self.SIGNIFICANT_WIDTH * zoom
# , clipX=(xLeftOffset, xLeftOffset + plotWidth-2)
)
- sugg_coords = "%d, %d, %d, %d" % (start_pos_x, suggestiveY - 2, rightEdge + 2 * zoom, suggestiveY + 2)
- sig_coords = "%d, %d, %d, %d" % (start_pos_x, significantY - 2, rightEdge + 2 * zoom, significantY + 2)
+ sugg_coords = "%d, %d, %d, %d" % (
+ start_pos_x, suggestiveY - 2, rightEdge + 2 * zoom, suggestiveY + 2)
+ sig_coords = "%d, %d, %d, %d" % (
+ start_pos_x, significantY - 2, rightEdge + 2 * zoom, significantY + 2)
if self.LRS_LOD == 'LRS':
sugg_title = "Suggestive LRS = %0.2f" % self.suggestive
sig_title = "Significant LRS = %0.2f" % self.significant
else:
- sugg_title = "Suggestive LOD = %0.2f" % (self.suggestive / 4.61)
- sig_title = "Significant LOD = %0.2f" % (self.significant / 4.61)
+ sugg_title = "Suggestive LOD = %0.2f" % (
+ self.suggestive / 4.61)
+ sig_title = "Significant LOD = %0.2f" % (
+ self.significant / 4.61)
Areas1 = HtmlGenWrapper.create_area_tag(
shape='rect',
coords=sugg_coords,
@@ -2273,24 +2419,28 @@ class DisplayMappingResults:
gifmap.append(Areas1)
gifmap.append(Areas2)
- start_pos_x += (chr_length_dist + self.GraphInterval) * plotXScale
+ start_pos_x += (chr_length_dist + \
+ self.GraphInterval) * plotXScale
return start_pos_x
for i, _chr in enumerate(self.genotype):
if self.selectedChr != -1:
if _chr.name == self.ChrList[self.selectedChr][0]:
- startPosX = add_suggestive_significant_lines_and_legend(startPosX, self.ChrLengthDistList[0])
+ startPosX = add_suggestive_significant_lines_and_legend(
+ startPosX, self.ChrLengthDistList[0])
break
else:
continue
else:
- startPosX = add_suggestive_significant_lines_and_legend(startPosX, self.ChrLengthDistList[i])
+ startPosX = add_suggestive_significant_lines_and_legend(
+ startPosX, self.ChrLengthDistList[i])
if self.multipleInterval:
lrsEdgeWidth = 1
else:
if self.additiveChecked:
- additiveMax = max([abs(X['additive']) for X in self.qtlresults])
+ additiveMax = max([abs(X['additive'])
+ for X in self.qtlresults])
lrsEdgeWidth = 3
if zoom == 2:
@@ -2300,7 +2450,8 @@ class DisplayMappingResults:
AdditiveCoordXY = []
DominanceCoordXY = []
- symbolFont = ImageFont.truetype(font=FNT_BS_FILE, size=5) # ZS: For Manhattan Plot
+ symbolFont = ImageFont.truetype(
+ font=FNT_BS_FILE, size=5) # ZS: For Manhattan Plot
previous_chr = 1
previous_chr_as_int = 0
@@ -2332,7 +2483,8 @@ class DisplayMappingResults:
if Xc == Xc0: # genotype , locus distance is 0
Xcm = Xc
else:
- Xcm = (yZero - Yc0) / ((Yc - Yc0) / (Xc - Xc0)) + Xc0
+ Xcm = (yZero - Yc0) / \
+ ((Yc - Yc0) / (Xc - Xc0)) + Xc0
if Yc0 < yZero:
im_drawer.line(
xy=((Xc0, Yc0), (Xcm, yZero)),
@@ -2340,7 +2492,8 @@ class DisplayMappingResults:
# , clipX=(xLeftOffset, xLeftOffset + plotWidth)
)
im_drawer.line(
- xy=((Xcm, yZero), (Xc, yZero - (Yc - yZero))),
+ xy=((Xcm, yZero),
+ (Xc, yZero - (Yc - yZero))),
fill=minusColor, width=lineWidth
# , clipX=(xLeftOffset, xLeftOffset + plotWidth)
)
@@ -2391,7 +2544,8 @@ class DisplayMappingResults:
AdditiveCoordXY = []
previous_chr = qtlresult['chr']
previous_chr_as_int += 1
- newStartPosX = (self.ChrLengthDistList[previous_chr_as_int - 1] + self.GraphInterval) * plotXScale
+ newStartPosX = (
+ self.ChrLengthDistList[previous_chr_as_int - 1] + self.GraphInterval) * plotXScale
if newStartPosX != oldStartPosX:
startPosX += newStartPosX
oldStartPosX = newStartPosX
@@ -2408,10 +2562,12 @@ class DisplayMappingResults:
if self.genotype.filler:
if self.selectedChr != -1:
start_cm = self.genotype[self.selectedChr - 1][0].cM
- Xc = startPosX + (qtlresult['Mb'] - start_cm) * plotXScale
+ Xc = startPosX + \
+ (qtlresult['Mb'] - start_cm) * plotXScale
else:
start_cm = self.genotype[previous_chr_as_int][0].cM
- Xc = startPosX + ((qtlresult['Mb'] - start_cm - startMb) * plotXScale) * (((qtlresult['Mb'] - start_cm - startMb) * plotXScale) / ((qtlresult['Mb'] - start_cm - startMb + self.GraphInterval) * plotXScale))
+ Xc = startPosX + ((qtlresult['Mb'] - start_cm - startMb) * plotXScale) * (
+ ((qtlresult['Mb'] - start_cm - startMb) * plotXScale) / ((qtlresult['Mb'] - start_cm - startMb + self.GraphInterval) * plotXScale))
else:
Xc = startPosX + (qtlresult['Mb'] - startMb) * plotXScale
@@ -2425,17 +2581,23 @@ class DisplayMappingResults:
if self.LRS_LOD == "LOD" or self.LRS_LOD == "-logP":
if qtlresult['lrs_value'] > 460 or qtlresult['lrs_value'] == 'inf':
#Yc = yZero - webqtlConfig.MAXLRS*LRSHeightThresh/(LRSAxisList[-1]*self.LODFACTOR)
- Yc = yZero - webqtlConfig.MAXLRS * LRSHeightThresh / (LRS_LOD_Max * self.LODFACTOR)
+ Yc = yZero - webqtlConfig.MAXLRS * \
+ LRSHeightThresh / \
+ (LRS_LOD_Max * self.LODFACTOR)
else:
#Yc = yZero - qtlresult['lrs_value']*LRSHeightThresh/(LRSAxisList[-1]*self.LODFACTOR)
- Yc = yZero - qtlresult['lrs_value'] * LRSHeightThresh / (LRS_LOD_Max * self.LODFACTOR)
+ Yc = yZero - \
+ qtlresult['lrs_value'] * LRSHeightThresh / \
+ (LRS_LOD_Max * self.LODFACTOR)
else:
if qtlresult['lrs_value'] > 460 or qtlresult['lrs_value'] == 'inf':
#Yc = yZero - webqtlConfig.MAXLRS*LRSHeightThresh/LRSAxisList[-1]
Yc = yZero - webqtlConfig.MAXLRS * LRSHeightThresh / LRS_LOD_Max
else:
#Yc = yZero - qtlresult['lrs_value']*LRSHeightThresh/LRSAxisList[-1]
- Yc = yZero - qtlresult['lrs_value'] * LRSHeightThresh / LRS_LOD_Max
+ Yc = yZero - \
+ qtlresult['lrs_value'] * \
+ LRSHeightThresh / LRS_LOD_Max
else:
if qtlresult['lod_score'] > 100 or qtlresult['lod_score'] == 'inf':
#Yc = yZero - webqtlConfig.MAXLRS*LRSHeightThresh/LRSAxisList[-1]
@@ -2443,10 +2605,14 @@ class DisplayMappingResults:
else:
if self.LRS_LOD == "LRS":
#Yc = yZero - qtlresult['lod_score']*self.LODFACTOR*LRSHeightThresh/LRSAxisList[-1]
- Yc = yZero - qtlresult['lod_score'] * self.LODFACTOR * LRSHeightThresh / LRS_LOD_Max
+ Yc = yZero - \
+ qtlresult['lod_score'] * self.LODFACTOR * \
+ LRSHeightThresh / LRS_LOD_Max
else:
#Yc = yZero - qtlresult['lod_score']*LRSHeightThresh/LRSAxisList[-1]
- Yc = yZero - qtlresult['lod_score'] * LRSHeightThresh / LRS_LOD_Max
+ Yc = yZero - \
+ qtlresult['lod_score'] * \
+ LRSHeightThresh / LRS_LOD_Max
if self.manhattan_plot == True:
if self.color_scheme == "single":
@@ -2462,7 +2628,8 @@ class DisplayMappingResults:
im_drawer.text(
text="5",
xy=(
- Xc - im_drawer.textsize("5", font=symbolFont)[0] / 2 + 1,
+ Xc - im_drawer.textsize("5",
+ font=symbolFont)[0] / 2 + 1,
Yc - 4),
fill=point_color, font=symbolFont)
else:
@@ -2471,7 +2638,8 @@ class DisplayMappingResults:
if not self.multipleInterval and self.additiveChecked:
if additiveMax == 0.0:
additiveMax = 0.000001
- Yc = yZero - qtlresult['additive'] * AdditiveHeightThresh / additiveMax
+ Yc = yZero - qtlresult['additive'] * \
+ AdditiveHeightThresh / additiveMax
AdditiveCoordXY.append((Xc, Yc))
m += 1
@@ -2496,7 +2664,8 @@ class DisplayMappingResults:
if Xc == Xc0: # genotype , locus distance is 0
Xcm = Xc
else:
- Xcm = (yZero - Yc0) / ((Yc - Yc0) / (Xc - Xc0)) + Xc0
+ Xcm = (yZero - Yc0) / \
+ ((Yc - Yc0) / (Xc - Xc0)) + Xc0
if Yc0 < yZero:
im_drawer.line(
xy=((Xc0, Yc0), (Xcm, yZero)),
@@ -2561,7 +2730,8 @@ class DisplayMappingResults:
if Xc == Xc0: # genotype , locus distance is 0
Xcm = Xc
else:
- Xcm = (yZero - Yc0) / ((Yc - Yc0) / (Xc - Xc0)) + Xc0
+ Xcm = (yZero - Yc0) / \
+ ((Yc - Yc0) / (Xc - Xc0)) + Xc0
if Yc0 < yZero:
im_drawer.line(
xy=((Xc0, Yc0), (Xcm, yZero)),
@@ -2616,9 +2786,11 @@ class DisplayMappingResults:
# draw additive scale
if not self.multipleInterval and self.additiveChecked:
- additiveScaleFont = ImageFont.truetype(font=VERDANA_FILE, size=16 * zoom)
+ additiveScaleFont = ImageFont.truetype(
+ font=VERDANA_FILE, size=16 * zoom)
additiveScale = Plot.detScaleOld(0, additiveMax)
- additiveStep = (additiveScale[1] - additiveScale[0]) / additiveScale[2]
+ additiveStep = (additiveScale[1] - \
+ additiveScale[0]) / additiveScale[2]
additiveAxisList = Plot.frange(0, additiveScale[1], additiveStep)
addPlotScale = AdditiveHeightThresh / additiveMax
TEXT_Y_DISPLACEMENT = -8
@@ -2633,7 +2805,8 @@ class DisplayMappingResults:
scaleStr = "%2.3f" % item
im_drawer.text(
text=scaleStr,
- xy= (xLeftOffset + plotWidth + 6, additiveY + TEXT_Y_DISPLACEMENT),
+ xy= (xLeftOffset + plotWidth + 6,
+ additiveY + TEXT_Y_DISPLACEMENT),
font=additiveScaleFont, fill=self.ADDITIVE_COLOR_POSITIVE)
im_drawer.line(
@@ -2690,14 +2863,16 @@ class DisplayMappingResults:
plotXScale = plotWidth / drawRegionDistance
else: # multiple chromosome view
- plotXScale = plotWidth / ((len(self.genotype) - 1) * self.GraphInterval + drawRegionDistance)
+ plotXScale = plotWidth / \
+ ((len(self.genotype) - 1) * self.GraphInterval + drawRegionDistance)
startPosX = xLeftOffset
if fontZoom == 1.5:
chrFontZoom = 2
else:
chrFontZoom = 1
- chrLabelFont = ImageFont.truetype(font=VERDANA_FILE, size=24 * chrFontZoom)
+ chrLabelFont = ImageFont.truetype(
+ font=VERDANA_FILE, size=24 * chrFontZoom)
for i, _chr in enumerate(self.genotype):
if (i % 2 == 0):
@@ -2712,14 +2887,18 @@ class DisplayMappingResults:
outline=GAINSBORO,
fill=theBackColor)
- chrNameWidth, chrNameHeight = im_drawer.textsize(_chr.name, font=chrLabelFont)
- chrStartPix = startPosX + (self.ChrLengthDistList[i] * plotXScale - chrNameWidth) / 2
- chrEndPix = startPosX + (self.ChrLengthDistList[i] * plotXScale + chrNameWidth) / 2
+ chrNameWidth, chrNameHeight = im_drawer.textsize(
+ _chr.name, font=chrLabelFont)
+ chrStartPix = startPosX + \
+ (self.ChrLengthDistList[i] * plotXScale - chrNameWidth) / 2
+ chrEndPix = startPosX + \
+ (self.ChrLengthDistList[i] * plotXScale + chrNameWidth) / 2
TEXT_Y_DISPLACEMENT = 0
im_drawer.text(xy=(chrStartPix, yTopOffset + TEXT_Y_DISPLACEMENT),
text=_chr.name, font=chrLabelFont, fill=BLACK)
- COORDS = "%d,%d,%d,%d" % (chrStartPix, yTopOffset, chrEndPix, yTopOffset + 20)
+ COORDS = "%d,%d,%d,%d" % (
+ chrStartPix, yTopOffset, chrEndPix, yTopOffset + 20)
# add by NL 09-03-2010
HREF = "javascript:chrView(%d,%s);" % (i, self.ChrLengthMbList)
@@ -2729,7 +2908,8 @@ class DisplayMappingResults:
coords=COORDS,
href=HREF)
gifmap.append(Areas)
- startPosX += (self.ChrLengthDistList[i] + self.GraphInterval) * plotXScale
+ startPosX += (self.ChrLengthDistList[i] + \
+ self.GraphInterval) * plotXScale
return plotXScale
@@ -2746,7 +2926,8 @@ class DisplayMappingResults:
perm_output = self.perm_output
filename = webqtlUtil.genRandStr("Reg_")
- Plot.plotBar(myCanvas, perm_output, XLabel=self.LRS_LOD, YLabel='Frequency', title=' Histogram of Permutation Test')
+ Plot.plotBar(myCanvas, perm_output, XLabel=self.LRS_LOD,
+ YLabel='Frequency', title=' Histogram of Permutation Test')
myCanvas.save("{}.gif".format(GENERATED_IMAGE_DIR + filename),
format='gif')
@@ -2825,7 +3006,8 @@ class DisplayMappingResults:
txEnd = theGO["TxEnd"]
theGO["snpDensity"] = theGO["snpCount"] / geneLength
if self.ALEX_DEBUG_BOOL_PRINT_GENE_LIST:
- geneIdString = 'http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=gene&cmd=Retrieve&dopt=Graphics&list_uids=%s' % theGO["GeneID"]
+ geneIdString = 'http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=gene&cmd=Retrieve&dopt=Graphics&list_uids=%s' % theGO[
+ "GeneID"]
if theGO["snpCount"]:
snpString = HT.Link(
@@ -2842,7 +3024,9 @@ class DisplayMappingResults:
else:
snpString = 0
- mouseStartString = "http://genome.ucsc.edu/cgi-bin/hgTracks?clade=vertebrate&org=Mouse&db=mm9&position=chr" + theGO["Chromosome"] + "%3A" + str(int(theGO["TxStart"] * 1000000.0)) + "-" + str(int(theGO["TxEnd"] * 1000000.0)) + "&pix=620&Submit=submit"
+ mouseStartString = "http://genome.ucsc.edu/cgi-bin/hgTracks?clade=vertebrate&org=Mouse&db=mm9&position=chr" + \
+ theGO["Chromosome"] + "%3A" + str(int(theGO["TxStart"] * 1000000.0)) + "-" + str(
+ int(theGO["TxEnd"] * 1000000.0)) + "&pix=620&Submit=submit"
# the chromosomes for human 1 are 1qXX.XX
if theGO['humanGene']:
@@ -2854,7 +3038,8 @@ class DisplayMappingResults:
humanChr = theGO['humanGene']["Chromosome"]
humanTxStart = theGO['humanGene']["TxStart"]
- humanStartString = "http://genome.ucsc.edu/cgi-bin/hgTracks?clade=vertebrate&org=Human&db=hg17&position=chr%s:%d-%d" % (humanChr, int(1000000 * theGO['humanGene']["TxStart"]), int(1000000 * theGO['humanGene']["TxEnd"]))
+ humanStartString = "http://genome.ucsc.edu/cgi-bin/hgTracks?clade=vertebrate&org=Human&db=hg17&position=chr%s:%d-%d" % (
+ humanChr, int(1000000 * theGO['humanGene']["TxStart"]), int(1000000 * theGO['humanGene']["TxEnd"]))
else:
humanStartString = humanChr = humanStartDisplay = "--"
@@ -2879,7 +3064,8 @@ class DisplayMappingResults:
else:
chr_as_int = int(theGO["Chromosome"]) - 1
if refGene:
- literatureCorrelationString = str(self.getLiteratureCorrelation(self.cursor, refGene, theGO['GeneID']) or "N/A")
+ literatureCorrelationString = str(self.getLiteratureCorrelation(
+ self.cursor, refGene, theGO['GeneID']) or "N/A")
this_row = [selectCheck.__str__(),
str(tableIterationsCnt),
@@ -2947,7 +3133,8 @@ class DisplayMappingResults:
if theGO["GeneID"] != "":
geneSymbolNCBI = str(HtmlGenWrapper.create_link_tag(
- "http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=gene&cmd=Retrieve&dopt=Graphics&list_uids={}".format(theGO["GeneID"]),
+ "http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=gene&cmd=Retrieve&dopt=Graphics&list_uids={}".format(
+ theGO["GeneID"]),
theGO["GeneSymbol"],
Class="normalsize",
target="_blank"))
@@ -2960,7 +3147,8 @@ class DisplayMappingResults:
chr_as_int = int(theGO["Chromosome"]) - 1
geneLength = (float(theGO["TxEnd"]) - float(theGO["TxStart"]))
- geneLengthURL = "javascript:rangeView('%s', %f, %f)" % (theGO["Chromosome"], float(theGO["TxStart"]) - (geneLength * 0.1), float(theGO["TxEnd"]) + (geneLength * 0.1))
+ geneLengthURL = "javascript:rangeView('%s', %f, %f)" % (theGO["Chromosome"], float(
+ theGO["TxStart"]) - (geneLength * 0.1), float(theGO["TxEnd"]) + (geneLength * 0.1))
avgExprVal = []
if avgExprVal != "" and avgExprVal:
diff --git a/wqflask/wqflask/marker_regression/gemma_mapping.py b/wqflask/wqflask/marker_regression/gemma_mapping.py
index 68689104..289f1d5c 100644
--- a/wqflask/wqflask/marker_regression/gemma_mapping.py
+++ b/wqflask/wqflask/marker_regression/gemma_mapping.py
@@ -149,7 +149,8 @@ def gen_covariates_file(this_dataset, covariates, samples):
dataset_name = covariate.split(":")[1]
if dataset_name == "Temp":
temp_group = trait_name.split("_")[2]
- dataset_ob = create_dataset(dataset_name="Temp", dataset_type="Temp", group_name = temp_group)
+ dataset_ob = create_dataset(
+ dataset_name="Temp", dataset_type="Temp", group_name = temp_group)
else:
dataset_ob = create_dataset(covariate.split(":")[1])
trait_ob = create_trait(dataset=dataset_ob,
diff --git a/wqflask/wqflask/marker_regression/plink_mapping.py b/wqflask/wqflask/marker_regression/plink_mapping.py
index 22a50bb8..2fa80841 100644
--- a/wqflask/wqflask/marker_regression/plink_mapping.py
+++ b/wqflask/wqflask/marker_regression/plink_mapping.py
@@ -10,7 +10,8 @@ logger = utility.logger.getLogger(__name__)
def run_plink(this_trait, dataset, species, vals, maf):
- plink_output_filename = webqtlUtil.genRandStr(f"{dataset.group.name}_{this_trait.name}_")
+ plink_output_filename = webqtlUtil.genRandStr(
+ f"{dataset.group.name}_{this_trait.name}_")
gen_pheno_txt_file(dataset, vals)
plink_command = f"{PLINK_COMMAND} --noweb --bfile {flat_files('mapping')}/{dataset.group.name} --no-pheno --no-fid --no-parents --no-sex --maf {maf} --out { TMPDIR}{plink_output_filename} --assoc "
@@ -41,7 +42,8 @@ def gen_pheno_txt_file(this_dataset, vals):
this_val = -9
else:
this_val = vals[i]
- outfile.write("0 " + line[1] + " " + line[2] + " " + line[3] + " " + line[4] + " " + str(this_val) + "\n")
+ outfile.write("0 " + line[1] + " " + line[2] + " " + \
+ line[3] + " " + line[4] + " " + str(this_val) + "\n")
def gen_pheno_txt_file_plink(this_trait, dataset, vals, pheno_filename=''):
@@ -162,7 +164,8 @@ def parse_plink_output(output_filename, species):
def build_line_list(line=""):
- line_list = line.strip().split(' ') # irregular number of whitespaces between columns
+ # irregular number of whitespaces between columns
+ line_list = line.strip().split(' ')
line_list = [item for item in line_list if item != '']
line_list = [item.strip() for item in line_list]
diff --git a/wqflask/wqflask/marker_regression/qtlreaper_mapping.py b/wqflask/wqflask/marker_regression/qtlreaper_mapping.py
index b8fe2c37..f932498f 100644
--- a/wqflask/wqflask/marker_regression/qtlreaper_mapping.py
+++ b/wqflask/wqflask/marker_regression/qtlreaper_mapping.py
@@ -26,7 +26,8 @@ def run_reaper(this_trait, this_dataset, samples, vals, json_data, num_perm, boo
gen_pheno_txt_file(samples, vals, trait_filename)
output_filename = (f"{this_dataset.group.name}_GWA_" +
- ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(6))
+ ''.join(random.choice(string.ascii_uppercase + string.digits)
+ for _ in range(6))
)
bootstrap_filename = None
permu_filename = None
@@ -34,19 +35,22 @@ def run_reaper(this_trait, this_dataset, samples, vals, json_data, num_perm, boo
opt_list = []
if boot_check and num_bootstrap > 0:
bootstrap_filename = (f"{this_dataset.group.name}_BOOTSTRAP_" +
- ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(6))
+ ''.join(random.choice(string.ascii_uppercase + string.digits)
+ for _ in range(6))
)
opt_list.append("-b")
opt_list.append(f"--n_bootstrap {str(num_bootstrap)}")
- opt_list.append(f"--bootstrap_output {webqtlConfig.GENERATED_IMAGE_DIR}{bootstrap_filename}.txt")
+ opt_list.append(
+ f"--bootstrap_output {webqtlConfig.GENERATED_IMAGE_DIR}{bootstrap_filename}.txt")
if num_perm > 0:
permu_filename = ("{this_dataset.group.name}_PERM_" +
''.join(random.choice(string.ascii_uppercase +
string.digits) for _ in range(6))
)
opt_list.append("-n " + str(num_perm))
- opt_list.append("--permu_output " + webqtlConfig.GENERATED_IMAGE_DIR + permu_filename + ".txt")
+ opt_list.append(
+ "--permu_output " + webqtlConfig.GENERATED_IMAGE_DIR + permu_filename + ".txt")
if control_marker != "" and do_control == "true":
opt_list.append("-c " + control_marker)
if manhattan_plot != True:
@@ -58,7 +62,8 @@ def run_reaper(this_trait, this_dataset, samples, vals, json_data, num_perm, boo
genofile_name,
TEMPDIR,
trait_filename,
- " ".join(opt_list),
+ " ".join(
+ opt_list),
webqtlConfig.GENERATED_IMAGE_DIR,
output_filename))
@@ -67,7 +72,8 @@ def run_reaper(this_trait, this_dataset, samples, vals, json_data, num_perm, boo
else:
output_filename, permu_filename, bootstrap_filename = output_files
- marker_obs, permu_vals, bootstrap_vals = parse_reaper_output(output_filename, permu_filename, bootstrap_filename)
+ marker_obs, permu_vals, bootstrap_vals = parse_reaper_output(
+ output_filename, permu_filename, bootstrap_filename)
suggestive = 0
significant = 0
@@ -193,7 +199,8 @@ def run_original_reaper(this_trait, dataset, samples_before, trait_vals, json_da
suggestive = 0
significant = 0
else:
- perm_output = genotype.permutation(strains=trimmed_samples, trait=trimmed_values, nperm=num_perm)
+ perm_output = genotype.permutation(
+ strains=trimmed_samples, trait=trimmed_values, nperm=num_perm)
suggestive = perm_output[int(num_perm * 0.37 - 1)]
significant = perm_output[int(num_perm * 0.95 - 1)]
# highly_significant = perm_output[int(num_perm*0.99-1)] #ZS: Currently not used, but leaving it here just in case
@@ -257,7 +264,8 @@ def run_original_reaper(this_trait, dataset, samples_before, trait_vals, json_da
json_data['markernames'].append(reaper_locus.name)
# if self.additive:
# self.json_data['additive'].append(qtl.additive)
- locus = {"name": reaper_locus.name, "chr": reaper_locus.chr, "cM": reaper_locus.cM, "Mb": reaper_locus.Mb}
+ locus = {"name": reaper_locus.name, "chr": reaper_locus.chr,
+ "cM": reaper_locus.cM, "Mb": reaper_locus.Mb}
qtl = {"lrs_value": qtl.lrs, "chr": converted_chr, "Mb": reaper_locus.Mb,
"cM": reaper_locus.cM, "name": reaper_locus.name, "additive": qtl.additive, "dominance": qtl.dominance}
qtl_results.append(qtl)
@@ -270,5 +278,6 @@ def natural_sort(marker_list):
Changed to return indices instead of values, though, since the same reordering needs to be applied to bootstrap results
"""
convert = lambda text: int(text) if text.isdigit() else text.lower()
- alphanum_key = lambda key: [convert(c) for c in re.split('([0-9]+)', str(marker_list[key]['chr']))]
+ alphanum_key = lambda key: [convert(c) for c in re.split(
+ '([0-9]+)', str(marker_list[key]['chr']))]
return sorted(list(range(len(marker_list))), key=alphanum_key)
diff --git a/wqflask/wqflask/marker_regression/rqtl_mapping.py b/wqflask/wqflask/marker_regression/rqtl_mapping.py
index 588600f5..c2b165a4 100644
--- a/wqflask/wqflask/marker_regression/rqtl_mapping.py
+++ b/wqflask/wqflask/marker_regression/rqtl_mapping.py
@@ -51,7 +51,8 @@ def run_rqtl_geno(vals, samples, dataset, mapping_scale, method, model, permChec
# Get pointers to some R/qtl functions
scanone = ro.r["scanone"] # Map the scanone function
scantwo = ro.r["scantwo"] # Map the scantwo function
- calc_genoprob = ro.r["calc.genoprob"] # Map the calc.genoprob function
+ # Map the calc.genoprob function
+ calc_genoprob = ro.r["calc.genoprob"]
crossname = dataset.group.name
# try:
@@ -67,14 +68,16 @@ def run_rqtl_geno(vals, samples, dataset, mapping_scale, method, model, permChec
scale_units = "Mb"
generate_cross_from_geno(dataset, scale_units)
- GENOtoCSVR = ro.r["GENOtoCSVR"] # Map the local GENOtoCSVR function
+ # Map the local GENOtoCSVR function
+ GENOtoCSVR = ro.r["GENOtoCSVR"]
crossfilelocation = TMPDIR + crossname + ".cross"
if dataset.group.genofile:
genofilelocation = locate(dataset.group.genofile, "genotype")
else:
genofilelocation = locate(dataset.group.name + ".geno", "genotype")
logger.info("Going to create a cross from geno");
- cross_object = GENOtoCSVR(genofilelocation, crossfilelocation) # TODO: Add the SEX if that is available
+ # TODO: Add the SEX if that is available
+ cross_object = GENOtoCSVR(genofilelocation, crossfilelocation)
logger.info("before calc_genoprob");
if manhattan_plot:
cross_object = calc_genoprob(cross_object)
@@ -85,14 +88,19 @@ def run_rqtl_geno(vals, samples, dataset, mapping_scale, method, model, permChec
logger.info("phenostring done");
names_string = sanitize_rqtl_names(samples)
logger.info("sanitized pheno and names");
- cross_object = add_phenotype(cross_object, pheno_string, "the_pheno") # Add the phenotype
- cross_object = add_names(cross_object, names_string, "the_names") # Add the phenotype
+ # Add the phenotype
+ cross_object = add_phenotype(cross_object, pheno_string, "the_pheno")
+ # Add the phenotype
+ cross_object = add_names(cross_object, names_string, "the_names")
logger.info("Added pheno and names");
- marker_covars = create_marker_covariates(control_marker, cross_object) # Create the additive covariate markers
+ # Create the additive covariate markers
+ marker_covars = create_marker_covariates(control_marker, cross_object)
logger.info("Marker covars done");
if cofactors != "":
logger.info("Cofactors: " + cofactors);
- cross_object, trait_covars = add_cofactors(cross_object, dataset, cofactors, samples) # Create the covariates from selected traits
+ # Create the covariates from selected traits
+ cross_object, trait_covars = add_cofactors(
+ cross_object, dataset, cofactors, samples)
ro.r('all_covars <- cbind(marker_covars, trait_covars)')
else:
ro.r('all_covars <- marker_covars')
@@ -100,9 +108,11 @@ def run_rqtl_geno(vals, samples, dataset, mapping_scale, method, model, permChec
# DEBUG to save the session object to file
if pair_scan:
if do_control == "true":
- logger.info("Using covariate"); result_data_frame = scantwo(cross_object, pheno="the_pheno", addcovar=covars, model=model, method=method, n_cluster = 16)
+ logger.info("Using covariate"); result_data_frame = scantwo(
+ cross_object, pheno="the_pheno", addcovar=covars, model=model, method=method, n_cluster = 16)
else:
- logger.info("No covariates"); result_data_frame = scantwo(cross_object, pheno="the_pheno", model=model, method=method, n_cluster=16)
+ logger.info("No covariates"); result_data_frame = scantwo(
+ cross_object, pheno="the_pheno", model=model, method=method, n_cluster=16)
pair_scan_filename = webqtlUtil.genRandStr("scantwo_") + ".png"
png(file=TEMPDIR + pair_scan_filename)
@@ -112,25 +122,36 @@ def run_rqtl_geno(vals, samples, dataset, mapping_scale, method, model, permChec
return process_pair_scan_results(result_data_frame)
else:
if do_control == "true" or cofactors != "":
- logger.info("Using covariate"); result_data_frame = scanone(cross_object, pheno="the_pheno", addcovar=covars, model=model, method=method)
+ logger.info("Using covariate"); result_data_frame = scanone(
+ cross_object, pheno="the_pheno", addcovar=covars, model=model, method=method)
ro.r('save.image(file = "/home/zas1024/gn2-zach/itp_cofactor_test.RData")')
else:
- logger.info("No covariates"); result_data_frame = scanone(cross_object, pheno="the_pheno", model=model, method=method)
-
- if num_perm > 0 and permCheck == "ON": # Do permutation (if requested by user)
- if len(perm_strata_list) > 0: # ZS: The strata list would only be populated if "Stratified" was checked on before mapping
- cross_object, strata_ob = add_perm_strata(cross_object, perm_strata_list)
+ logger.info("No covariates"); result_data_frame = scanone(
+ cross_object, pheno="the_pheno", model=model, method=method)
+
+ # Do permutation (if requested by user)
+ if num_perm > 0 and permCheck == "ON":
+ # ZS: The strata list would only be populated if "Stratified" was checked on before mapping
+ if len(perm_strata_list) > 0:
+ cross_object, strata_ob = add_perm_strata(
+ cross_object, perm_strata_list)
if do_control == "true" or cofactors != "":
- perm_data_frame = scanone(cross_object, pheno_col="the_pheno", addcovar=covars, n_perm = int(num_perm), perm_strata = strata_ob, model=model, method=method)
+ perm_data_frame = scanone(cross_object, pheno_col="the_pheno", addcovar=covars, n_perm = int(
+ num_perm), perm_strata = strata_ob, model=model, method=method)
else:
- perm_data_frame = scanone(cross_object, pheno_col="the_pheno", n_perm=num_perm, perm_strata = strata_ob, model=model, method=method)
+ perm_data_frame = scanone(
+ cross_object, pheno_col="the_pheno", n_perm=num_perm, perm_strata = strata_ob, model=model, method=method)
else:
if do_control == "true" or cofactors != "":
- perm_data_frame = scanone(cross_object, pheno_col="the_pheno", addcovar=covars, n_perm = int(num_perm), model=model, method=method)
+ perm_data_frame = scanone(cross_object, pheno_col="the_pheno", addcovar=covars, n_perm = int(
+ num_perm), model=model, method=method)
else:
- perm_data_frame = scanone(cross_object, pheno_col="the_pheno", n_perm=num_perm, model=model, method=method)
+ perm_data_frame = scanone(
+ cross_object, pheno_col="the_pheno", n_perm=num_perm, model=model, method=method)
- perm_output, suggestive, significant = process_rqtl_perm_results(num_perm, perm_data_frame) # Functions that sets the thresholds for the webinterface
+ # Functions that sets the thresholds for the webinterface
+ perm_output, suggestive, significant = process_rqtl_perm_results(
+ num_perm, perm_data_frame)
return perm_output, suggestive, significant, process_rqtl_results(result_data_frame, dataset.group.species)
else:
return process_rqtl_results(result_data_frame, dataset.group.species)
@@ -147,7 +168,8 @@ def generate_cross_from_rdata(dataset):
""" % (rdata_location))
-def generate_cross_from_geno(dataset, scale_units): # TODO: Need to figure out why some genofiles have the wrong format and don't convert properly
+# TODO: Need to figure out why some genofiles have the wrong format and don't convert properly
+def generate_cross_from_geno(dataset, scale_units):
ro.r("""
trim <- function( x ) { gsub("(^[[:space:]]+|[[:space:]]+$)", "", x) }
@@ -246,7 +268,8 @@ def sanitize_rqtl_names(vals):
def add_phenotype(cross, pheno_as_string, col_name):
ro.globalenv["the_cross"] = cross
ro.r('pheno <- data.frame(pull.pheno(the_cross))')
- ro.r('the_cross$pheno <- cbind(pheno, ' + col_name + ' = as.numeric(' + pheno_as_string + '))')
+ ro.r('the_cross$pheno <- cbind(pheno, ' + col_name + \
+ ' = as.numeric(' + pheno_as_string + '))')
return ro.r["the_cross"]
@@ -270,7 +293,8 @@ def add_categorical_covar(cross, covar_as_string, i):
#logger.info("loop" + str(x));
col_name = "covar_" + str(i) + "_" + str(x)
#logger.info("col_name" + col_name);
- ro.r('the_cross$pheno <- cbind(pheno, ' + col_name + ' = newcovar[,' + str(x) + '])')
+ ro.r('the_cross$pheno <- cbind(pheno, ' + \
+ col_name + ' = newcovar[,' + str(x) + '])')
col_names.append(col_name)
#logger.info("loop" + str(x) + "done");
@@ -281,7 +305,8 @@ def add_categorical_covar(cross, covar_as_string, i):
def add_names(cross, names_as_string, col_name):
ro.globalenv["the_cross"] = cross
ro.r('pheno <- data.frame(pull.pheno(the_cross))')
- ro.r('the_cross$pheno <- cbind(pheno, ' + col_name + ' = ' + names_as_string + ')')
+ ro.r('the_cross$pheno <- cbind(pheno, ' + \
+ col_name + ' = ' + names_as_string + ')')
return ro.r["the_cross"]
@@ -330,9 +355,11 @@ def add_cofactors(cross, this_dataset, covariates, samples):
logger.info("Covariate: " + covariate + " is of type: " + datatype);
if(datatype == "categorical"): # Cat variable
logger.info("call of add_categorical_covar");
- cross, col_names = add_categorical_covar(cross, covar_as_string, i) # Expand and add it to the cross
+ cross, col_names = add_categorical_covar(
+ cross, covar_as_string, i) # Expand and add it to the cross
logger.info("add_categorical_covar returned");
- for z, col_name in enumerate(col_names): # Go through the additional covar names
+ # Go through the additional covar names
+ for z, col_name in enumerate(col_names):
if i < (len(covariate_list) - 1):
covar_name_string += '"' + col_name + '", '
else:
@@ -355,18 +382,22 @@ def add_cofactors(cross, this_dataset, covariates, samples):
def create_marker_covariates(control_marker, cross):
ro.globalenv["the_cross"] = cross
- ro.r('genotypes <- pull.geno(the_cross)') # Get the genotype matrix
- userinput_sanitized = control_marker.replace(" ", "").split(",") # TODO: sanitize user input, Never Ever trust a user
+ # Get the genotype matrix
+ ro.r('genotypes <- pull.geno(the_cross)')
+ # TODO: sanitize user input, Never Ever trust a user
+ userinput_sanitized = control_marker.replace(" ", "").split(",")
logger.debug(userinput_sanitized)
if len(userinput_sanitized) > 0:
- covariate_names = ', '.join('"{0}"'.format(w) for w in userinput_sanitized)
+ covariate_names = ', '.join('"{0}"'.format(w)
+ for w in userinput_sanitized)
ro.r('covnames <- c(' + covariate_names + ')')
else:
ro.r('covnames <- c()')
ro.r('covInGeno <- which(covnames %in% colnames(genotypes))')
ro.r('covnames <- covnames[covInGeno]')
ro.r("cat('covnames (purged): ', covnames,'\n')")
- ro.r('marker_covars <- genotypes[,covnames]') # Get the covariate matrix by using the marker name as index to the genotype file
+ # Get the covariate matrix by using the marker name as index to the genotype file
+ ro.r('marker_covars <- genotypes[,covnames]')
# TODO: Create a design matrix from the marker covars for the markers in case of an F2, 4way, etc
return ro.r["marker_covars"]
@@ -375,7 +406,8 @@ def process_pair_scan_results(result):
pair_scan_results = []
result = result[1]
- output = [tuple([result[j][i] for j in range(result.ncol)]) for i in range(result.nrow)]
+ output = [tuple([result[j][i] for j in range(result.ncol)])
+ for i in range(result.nrow)]
for i, line in enumerate(result.iter_row()):
marker = {}
@@ -401,14 +433,17 @@ def process_rqtl_perm_results(num_perm, results):
return perm_output, suggestive, significant
-def process_rqtl_results(result, species_name): # TODO: how to make this a one liner and not copy the stuff in a loop
+# TODO: how to make this a one liner and not copy the stuff in a loop
+def process_rqtl_results(result, species_name):
qtl_results = []
- output = [tuple([result[j][i] for j in range(result.ncol)]) for i in range(result.nrow)]
+ output = [tuple([result[j][i] for j in range(result.ncol)])
+ for i in range(result.nrow)]
for i, line in enumerate(result.iter_row()):
marker = {}
marker['name'] = result.rownames[i]
- if species_name == "mouse" and output[i][0] == 20: # ZS: This is awkward, but I'm not sure how to change the 20s to Xs in the RData file
+ # ZS: This is awkward, but I'm not sure how to change the 20s to Xs in the RData file
+ if species_name == "mouse" and output[i][0] == 20:
marker['chr'] = "X"
else:
marker['chr'] = output[i][0]
diff --git a/wqflask/wqflask/marker_regression/run_mapping.py b/wqflask/wqflask/marker_regression/run_mapping.py
index 31c58083..d9b28fba 100644
--- a/wqflask/wqflask/marker_regression/run_mapping.py
+++ b/wqflask/wqflask/marker_regression/run_mapping.py
@@ -51,7 +51,8 @@ class RunMapping:
def __init__(self, start_vars, temp_uuid):
helper_functions.get_species_dataset_trait(self, start_vars)
- self.temp_uuid = temp_uuid # needed to pass temp_uuid to gn1 mapping code (marker_regression_gn1.py)
+ # needed to pass temp_uuid to gn1 mapping code (marker_regression_gn1.py)
+ self.temp_uuid = temp_uuid
# ZS: Needed to zoom in or remap temp traits like PCA traits
if "temp_trait" in start_vars and start_vars['temp_trait'] != "False":
@@ -102,8 +103,11 @@ class RunMapping:
if "results_path" in start_vars:
self.mapping_results_path = start_vars['results_path']
else:
- mapping_results_filename = self.dataset.group.name + "_" + ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(6))
- self.mapping_results_path = "{}{}.csv".format(webqtlConfig.GENERATED_IMAGE_DIR, mapping_results_filename)
+ mapping_results_filename = self.dataset.group.name + "_" + \
+ ''.join(random.choice(string.ascii_uppercase + string.digits)
+ for _ in range(6))
+ self.mapping_results_path = "{}{}.csv".format(
+ webqtlConfig.GENERATED_IMAGE_DIR, mapping_results_filename)
self.manhattan_plot = False
if 'manhattan_plot' in start_vars:
@@ -122,7 +126,8 @@ class RunMapping:
self.use_loco = None
self.suggestive = ""
self.significant = ""
- self.pair_scan = False # Initializing this since it is checked in views to determine which template to use
+ # Initializing this since it is checked in views to determine which template to use
+ self.pair_scan = False
if 'transform' in start_vars:
self.transform = start_vars['transform']
else:
@@ -140,7 +145,8 @@ class RunMapping:
# ZS: This is passed to GN1 code for single chr mapping
self.selected_chr = -1
if "selected_chr" in start_vars:
- if int(start_vars['selected_chr']) != -1: # ZS: Needs to be -1 if showing full map; there's probably a better way to fix this
+ # ZS: Needs to be -1 if showing full map; there's probably a better way to fix this
+ if int(start_vars['selected_chr']) != -1:
self.selected_chr = int(start_vars['selected_chr']) + 1
else:
self.selected_chr = int(start_vars['selected_chr'])
@@ -198,28 +204,33 @@ class RunMapping:
self.output_files = None
if 'output_files' in start_vars:
self.output_files = start_vars['output_files']
- if 'first_run' in start_vars: # ZS: check if first run so existing result files can be used if it isn't (for example zooming on a chromosome, etc)
+ # ZS: check if first run so existing result files can be used if it isn't (for example zooming on a chromosome, etc)
+ if 'first_run' in start_vars:
self.first_run = False
self.score_type = "-logP"
self.manhattan_plot = True
with Bench("Running GEMMA"):
if self.use_loco == "True":
- marker_obs, self.output_files = gemma_mapping.run_gemma(self.this_trait, self.dataset, self.samples, self.vals, self.covariates, self.use_loco, self.maf, self.first_run, self.output_files)
+ marker_obs, self.output_files = gemma_mapping.run_gemma(
+ self.this_trait, self.dataset, self.samples, self.vals, self.covariates, self.use_loco, self.maf, self.first_run, self.output_files)
else:
- marker_obs, self.output_files = gemma_mapping.run_gemma(self.this_trait, self.dataset, self.samples, self.vals, self.covariates, self.use_loco, self.maf, self.first_run, self.output_files)
+ marker_obs, self.output_files = gemma_mapping.run_gemma(
+ self.this_trait, self.dataset, self.samples, self.vals, self.covariates, self.use_loco, self.maf, self.first_run, self.output_files)
results = marker_obs
elif self.mapping_method == "rqtl_plink":
results = self.run_rqtl_plink()
elif self.mapping_method == "rqtl_geno":
perm_strata = []
if "perm_strata" in start_vars and "categorical_vars" in start_vars:
- self.categorical_vars = start_vars["categorical_vars"].split(",")
+ self.categorical_vars = start_vars["categorical_vars"].split(
+ ",")
if len(self.categorical_vars) and start_vars["perm_strata"] == "True":
primary_samples = SampleList(dataset=self.dataset,
sample_names=self.samples,
this_trait=self.this_trait)
- perm_strata = get_perm_strata(self.this_trait, primary_samples, self.categorical_vars, self.samples)
+ perm_strata = get_perm_strata(
+ self.this_trait, primary_samples, self.categorical_vars, self.samples)
self.score_type = "LOD"
self.control_marker = start_vars['control_marker']
self.do_control = start_vars['do_control']
@@ -231,9 +242,11 @@ class RunMapping:
# if start_vars['pair_scan'] == "true":
# self.pair_scan = True
if self.permCheck and self.num_perm > 0:
- self.perm_output, self.suggestive, self.significant, results = rqtl_mapping.run_rqtl_geno(self.vals, self.samples, self.dataset, self.mapping_scale, self.method, self.model, self.permCheck, self.num_perm, perm_strata, self.do_control, self.control_marker, self.manhattan_plot, self.pair_scan, self.covariates)
+ self.perm_output, self.suggestive, self.significant, results = rqtl_mapping.run_rqtl_geno(
+ self.vals, self.samples, self.dataset, self.mapping_scale, self.method, self.model, self.permCheck, self.num_perm, perm_strata, self.do_control, self.control_marker, self.manhattan_plot, self.pair_scan, self.covariates)
else:
- results = rqtl_mapping.run_rqtl_geno(self.vals, self.samples, self.dataset, self.mapping_scale, self.method, self.model, self.permCheck, self.num_perm, perm_strata, self.do_control, self.control_marker, self.manhattan_plot, self.pair_scan, self.covariates)
+ results = rqtl_mapping.run_rqtl_geno(self.vals, self.samples, self.dataset, self.mapping_scale, self.method, self.model, self.permCheck,
+ self.num_perm, perm_strata, self.do_control, self.control_marker, self.manhattan_plot, self.pair_scan, self.covariates)
elif self.mapping_method == "reaper":
if "startMb" in start_vars: # ZS: Check if first time page loaded, so it can default to ON
if "additiveCheck" in start_vars:
@@ -268,10 +281,12 @@ class RunMapping:
if self.reaper_version == "new":
self.first_run = True
self.output_files = None
- if 'first_run' in start_vars: # ZS: check if first run so existing result files can be used if it isn't (for example zooming on a chromosome, etc)
+ # ZS: check if first run so existing result files can be used if it isn't (for example zooming on a chromosome, etc)
+ if 'first_run' in start_vars:
self.first_run = False
if 'output_files' in start_vars:
- self.output_files = start_vars['output_files'].split(",")
+ self.output_files = start_vars['output_files'].split(
+ ",")
results, self.perm_output, self.suggestive, self.significant, self.bootstrap_results, self.output_files = qtlreaper_mapping.run_reaper(self.this_trait,
self.dataset,
@@ -301,7 +316,8 @@ class RunMapping:
elif self.mapping_method == "plink":
self.score_type = "-logP"
self.manhattan_plot = True
- results = plink_mapping.run_plink(self.this_trait, self.dataset, self.species, self.vals, self.maf)
+ results = plink_mapping.run_plink(
+ self.this_trait, self.dataset, self.species, self.vals, self.maf)
#results = self.run_plink()
else:
logger.debug("RUNNING NOTHING")
@@ -353,7 +369,9 @@ class RunMapping:
chr=str(marker['chr']),
rs=marker['name'],
ps=this_ps,
- url="/show_trait?trait_id=" + marker['name'] + "&dataset=" + self.dataset.group.name + "Geno"
+ url="/show_trait?trait_id=" + \
+ marker['name'] + "&dataset=" + \
+ self.dataset.group.name + "Geno"
)
if self.geno_db_exists == "True":
@@ -362,7 +380,9 @@ class RunMapping:
chr=str(marker['chr']),
rs=marker['name'],
pos=this_ps,
- url="/show_trait?trait_id=" + marker['name'] + "&dataset=" + self.dataset.group.name + "Geno"
+ url="/show_trait?trait_id=" + \
+ marker['name'] + "&dataset=" + \
+ self.dataset.group.name + "Geno"
)
else:
annot_marker = dict(
@@ -373,7 +393,8 @@ class RunMapping:
)
if 'lrs_value' in marker and marker['lrs_value'] > 0:
- browser_marker['p_wald'] = 10**-(marker['lrs_value'] / 4.61)
+ browser_marker['p_wald'] = 10**- \
+ (marker['lrs_value'] / 4.61)
elif 'lod_score' in marker and marker['lod_score'] > 0:
browser_marker['p_wald'] = 10**-(marker['lod_score'])
else:
@@ -386,9 +407,13 @@ class RunMapping:
highest_chr = marker['chr']
if ('lod_score' in marker.keys()) or ('lrs_value' in marker.keys()):
if 'Mb' in marker.keys():
- marker['display_pos'] = "Chr" + str(marker['chr']) + ": " + "{:.6f}".format(marker['Mb'])
+ marker['display_pos'] = "Chr" + \
+ str(marker['chr']) + ": " + \
+ "{:.6f}".format(marker['Mb'])
elif 'cM' in marker.keys():
- marker['display_pos'] = "Chr" + str(marker['chr']) + ": " + "{:.3f}".format(marker['cM'])
+ marker['display_pos'] = "Chr" + \
+ str(marker['chr']) + ": " + \
+ "{:.3f}".format(marker['cM'])
else:
marker['display_pos'] = "N/A"
self.qtl_results.append(marker)
@@ -396,12 +421,15 @@ class RunMapping:
total_markers = len(self.qtl_results)
with Bench("Exporting Results"):
- export_mapping_results(self.dataset, self.this_trait, self.qtl_results, self.mapping_results_path, self.mapping_scale, self.score_type, self.transform, self.covariates, self.n_samples)
+ export_mapping_results(self.dataset, self.this_trait, self.qtl_results, self.mapping_results_path,
+ self.mapping_scale, self.score_type, self.transform, self.covariates, self.n_samples)
with Bench("Trimming Markers for Figure"):
if len(self.qtl_results) > 30000:
- self.qtl_results = trim_markers_for_figure(self.qtl_results)
- self.results_for_browser = trim_markers_for_figure(self.results_for_browser)
+ self.qtl_results = trim_markers_for_figure(
+ self.qtl_results)
+ self.results_for_browser = trim_markers_for_figure(
+ self.results_for_browser)
filtered_annotations = []
for marker in self.results_for_browser:
for annot_marker in self.annotations_for_browser:
@@ -409,14 +437,17 @@ class RunMapping:
filtered_annotations.append(annot_marker)
break
self.annotations_for_browser = filtered_annotations
- browser_files = write_input_for_browser(self.dataset, self.results_for_browser, self.annotations_for_browser)
+ browser_files = write_input_for_browser(
+ self.dataset, self.results_for_browser, self.annotations_for_browser)
else:
- browser_files = write_input_for_browser(self.dataset, self.results_for_browser, self.annotations_for_browser)
+ browser_files = write_input_for_browser(
+ self.dataset, self.results_for_browser, self.annotations_for_browser)
with Bench("Trimming Markers for Table"):
self.trimmed_markers = trim_markers_for_table(results)
- chr_lengths = get_chr_lengths(self.mapping_scale, self.mapping_method, self.dataset, self.qtl_results)
+ chr_lengths = get_chr_lengths(
+ self.mapping_scale, self.mapping_method, self.dataset, self.qtl_results)
# ZS: For zooming into genome browser, need to pass chromosome name instead of number
if self.dataset.group.species == "mouse":
@@ -472,11 +503,14 @@ class RunMapping:
def run_rqtl_plink(self):
# os.chdir("") never do this inside a webserver!!
- output_filename = webqtlUtil.genRandStr("%s_%s_" % (self.dataset.group.name, self.this_trait.name))
+ output_filename = webqtlUtil.genRandStr("%s_%s_" % (
+ self.dataset.group.name, self.this_trait.name))
- plink_mapping.gen_pheno_txt_file_plink(self.this_trait, self.dataset, self.vals, pheno_filename=output_filename)
+ plink_mapping.gen_pheno_txt_file_plink(
+ self.this_trait, self.dataset, self.vals, pheno_filename=output_filename)
- rqtl_command = './plink --noweb --ped %s.ped --no-fid --no-parents --no-sex --no-pheno --map %s.map --pheno %s/%s.txt --pheno-name %s --maf %s --missing-phenotype -9999 --out %s%s --assoc ' % (self.dataset.group.name, self.dataset.group.name, TMPDIR, plink_output_filename, self.this_trait.name, self.maf, TMPDIR, plink_output_filename)
+ rqtl_command = './plink --noweb --ped %s.ped --no-fid --no-parents --no-sex --no-pheno --map %s.map --pheno %s/%s.txt --pheno-name %s --maf %s --missing-phenotype -9999 --out %s%s --assoc ' % (
+ self.dataset.group.name, self.dataset.group.name, TMPDIR, plink_output_filename, self.this_trait.name, self.maf, TMPDIR, plink_output_filename)
os.system(rqtl_command)
@@ -508,8 +542,10 @@ class RunMapping:
def export_mapping_results(dataset, trait, markers, results_path, mapping_scale, score_type, transform, covariates, n_samples):
with open(results_path, "w+") as output_file:
- output_file.write("Time/Date: " + datetime.datetime.now().strftime("%x / %X") + "\n")
- output_file.write("Population: " + dataset.group.species.title() + " " + dataset.group.name + "\n")
+ output_file.write(
+ "Time/Date: " + datetime.datetime.now().strftime("%x / %X") + "\n")
+ output_file.write(
+ "Population: " + dataset.group.species.title() + " " + dataset.group.name + "\n")
output_file.write("Data Set: " + dataset.fullname + "\n")
output_file.write("N Samples: " + str(n_samples) + "\n")
if len(transform) > 0:
@@ -529,7 +565,8 @@ def export_mapping_results(dataset, trait, markers, results_path, mapping_scale,
output_file.write(transform_text + "\n")
if dataset.type == "ProbeSet":
output_file.write("Gene Symbol: " + trait.symbol + "\n")
- output_file.write("Location: " + str(trait.chr) + " @ " + str(trait.mb) + " Mb\n")
+ output_file.write("Location: " + str(trait.chr) + \
+ " @ " + str(trait.mb) + " Mb\n")
if len(covariates) > 0:
output_file.write("Cofactors (dataset - trait):\n")
for covariate in covariates.split(","):
@@ -630,9 +667,11 @@ def trim_markers_for_figure(markers):
def trim_markers_for_table(markers):
if 'lod_score' in list(markers[0].keys()):
- sorted_markers = sorted(markers, key=lambda k: k['lod_score'], reverse=True)
+ sorted_markers = sorted(
+ markers, key=lambda k: k['lod_score'], reverse=True)
else:
- sorted_markers = sorted(markers, key=lambda k: k['lrs_value'], reverse=True)
+ sorted_markers = sorted(
+ markers, key=lambda k: k['lrs_value'], reverse=True)
# ZS: So we end up with a list of just 2000 markers
if len(sorted_markers) >= 2000:
@@ -643,7 +682,9 @@ def trim_markers_for_table(markers):
def write_input_for_browser(this_dataset, gwas_results, annotations):
- file_base = this_dataset.group.name + "_" + ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(6))
+ file_base = this_dataset.group.name + "_" + \
+ ''.join(random.choice(string.ascii_uppercase + string.digits)
+ for _ in range(6))
gwas_filename = file_base + "_GWAS"
annot_filename = file_base + "_ANNOT"
gwas_path = "{}/gn2/".format(TEMPDIR) + gwas_filename
@@ -659,7 +700,8 @@ def write_input_for_browser(this_dataset, gwas_results, annotations):
def geno_db_exists(this_dataset):
geno_db_name = this_dataset.group.name + "Geno"
try:
- geno_db = data_set.create_dataset(dataset_name=geno_db_name, get_samplelist=False)
+ geno_db = data_set.create_dataset(
+ dataset_name=geno_db_name, get_samplelist=False)
return "True"
except:
return "False"
@@ -689,9 +731,11 @@ def get_chr_lengths(mapping_scale, mapping_method, dataset, qtl_results):
highest_pos = float(result['cM']) * 1000000
else:
highest_pos = float(result['Mb']) * 1000000
- chr_lengths.append({"chr": str(this_chr), "size": str(highest_pos)})
+ chr_lengths.append(
+ {"chr": str(this_chr), "size": str(highest_pos)})
else:
- chr_lengths.append({"chr": str(this_chr), "size": str(highest_pos)})
+ chr_lengths.append(
+ {"chr": str(this_chr), "size": str(highest_pos)})
this_chr = chr_as_num
else:
if mapping_method == "reaper":
@@ -722,7 +766,8 @@ def get_perm_strata(this_trait, sample_list, categorical_vars, used_samples):
combined_string = ""
for var in categorical_vars:
if var in list(sample_list.sample_attribute_values[sample].keys()):
- combined_string += str(sample_list.sample_attribute_values[sample][var])
+ combined_string += str(
+ sample_list.sample_attribute_values[sample][var])
else:
combined_string += "NA"
else:
@@ -730,7 +775,8 @@ def get_perm_strata(this_trait, sample_list, categorical_vars, used_samples):
perm_strata_strings.append(combined_string)
- d = dict([(y, x + 1) for x, y in enumerate(sorted(set(perm_strata_strings)))])
+ d = dict([(y, x + 1)
+ for x, y in enumerate(sorted(set(perm_strata_strings)))])
list_to_numbers = [d[x] for x in perm_strata_strings]
perm_strata = list_to_numbers
diff --git a/wqflask/wqflask/model.py b/wqflask/wqflask/model.py
index d7c9ef95..7b9ff8fe 100644
--- a/wqflask/wqflask/model.py
+++ b/wqflask/wqflask/model.py
@@ -17,7 +17,8 @@ from wqflask.database import Base, init_db
class User(Base):
__tablename__ = "user"
- id = Column(Unicode(36), primary_key=True, default=lambda: str(uuid.uuid4()))
+ id = Column(Unicode(36), primary_key=True,
+ default=lambda: str(uuid.uuid4()))
email_address = Column(Unicode(50), unique=True, nullable=False)
# Todo: Turn on strict mode for Mysql
@@ -28,11 +29,13 @@ class User(Base):
active = Column(Boolean(), nullable=False, default=True)
- registration_info = Column(Text) # json detailing when they were registered, etc.
+ # json detailing when they were registered, etc.
+ registration_info = Column(Text)
confirmed = Column(Text) # json detailing when they confirmed, etc.
- superuser = Column(Text) # json detailing when they became a superuser, otherwise empty
+ # json detailing when they became a superuser, otherwise empty
+ superuser = Column(Text)
# if not superuser
logins = relationship("Login",
@@ -66,7 +69,8 @@ class User(Base):
def get_collection_by_name(self, collection_name):
try:
- collect = self.user_collections.filter_by(name=collection_name).first()
+ collect = self.user_collections.filter_by(
+ name=collection_name).first()
except sqlalchemy.orm.exc.NoResultFound:
collect = None
return collect
@@ -118,12 +122,15 @@ class User(Base):
class Login(Base):
__tablename__ = "login"
- id = Column(Unicode(36), primary_key=True, default=lambda: str(uuid.uuid4()))
+ id = Column(Unicode(36), primary_key=True,
+ default=lambda: str(uuid.uuid4()))
user = Column(Unicode(36), ForeignKey('user.id'))
timestamp = Column(DateTime(), default=lambda: datetime.datetime.utcnow())
ip_address = Column(Unicode(39))
- successful = Column(Boolean(), nullable=False) # False if wrong password was entered
- session_id = Column(Text) # Set only if successfully logged in, otherwise should be blank
+ # False if wrong password was entered
+ successful = Column(Boolean(), nullable=False)
+ # Set only if successfully logged in, otherwise should be blank
+ session_id = Column(Text)
# Set to user who assumes identity if this was a login for debugging purposes by a superuser
assumed_by = Column(Unicode(36), ForeignKey('user.id'))
@@ -137,13 +144,16 @@ class Login(Base):
class UserCollection(Base):
__tablename__ = "user_collection"
- id = Column(Unicode(36), primary_key=True, default=lambda: str(uuid.uuid4()))
+ id = Column(Unicode(36), primary_key=True,
+ default=lambda: str(uuid.uuid4()))
user = Column(Unicode(36), ForeignKey('user.id'))
# I'd prefer this to not have a length, but for the index below it needs one
name = Column(Unicode(50))
- created_timestamp = Column(DateTime(), default=lambda: datetime.datetime.utcnow())
- changed_timestamp = Column(DateTime(), default=lambda: datetime.datetime.utcnow())
+ created_timestamp = Column(
+ DateTime(), default=lambda: datetime.datetime.utcnow())
+ changed_timestamp = Column(
+ DateTime(), default=lambda: datetime.datetime.utcnow())
members = Column(Text) # We're going to store them as a json list
# This index ensures a user doesn't have more than one collection with the same name
diff --git a/wqflask/wqflask/resource_manager.py b/wqflask/wqflask/resource_manager.py
index 4591710c..36d4cd61 100644
--- a/wqflask/wqflask/resource_manager.py
+++ b/wqflask/wqflask/resource_manager.py
@@ -47,7 +47,8 @@ def search_for_user():
params = request.form
user_list = []
user_list += get_users_like_unique_column("full_name", params['user_name'])
- user_list += get_users_like_unique_column("email_address", params['user_email'])
+ user_list += get_users_like_unique_column(
+ "email_address", params['user_email'])
return json.dumps(user_list)
@@ -61,7 +62,8 @@ def search_for_groups():
user_list = []
user_list += get_users_like_unique_column("full_name", params['user_name'])
- user_list += get_users_like_unique_column("email_address", params['user_email'])
+ user_list += get_users_like_unique_column(
+ "email_address", params['user_email'])
for user in user_list:
group_list += get_groups_like_unique_column("admins", user['user_id'])
group_list += get_groups_like_unique_column("members", user['user_id'])
@@ -124,7 +126,8 @@ def add_group_to_resource():
'admin': request.form['admin_privilege']
}
add_access_mask(resource_id, group_id, access_mask)
- flash("Privileges have been added for group {}.".format(group_name), "alert-info")
+ flash("Privileges have been added for group {}.".format(
+ group_name), "alert-info")
return redirect(url_for("manage_resource", resource_id=resource_id))
else:
return render_template("admin/search_for_groups.html", resource_id=resource_id)
diff --git a/wqflask/wqflask/search_results.py b/wqflask/wqflask/search_results.py
index ed5f9bad..273a97a4 100644
--- a/wqflask/wqflask/search_results.py
+++ b/wqflask/wqflask/search_results.py
@@ -52,7 +52,8 @@ class SearchResultPage:
search = self.search_terms
self.original_search_string = self.search_terms
# check for dodgy search terms
- rx = re.compile(r'.*\W(href|http|sql|select|update)\W.*', re.IGNORECASE)
+ rx = re.compile(
+ r'.*\W(href|http|sql|select|update)\W.*', re.IGNORECASE)
if rx.match(search):
logger.info("Regex failed search")
self.search_term_exists = False
@@ -96,7 +97,8 @@ class SearchResultPage:
trait_list = []
json_trait_list = []
- species = webqtlDatabaseFunction.retrieve_species(self.dataset.group.name)
+ species = webqtlDatabaseFunction.retrieve_species(
+ self.dataset.group.name)
# result_set represents the results for each search term; a search of
# "shh grin2b" would have two sets of results, one for each term
logger.debug("self.results is:", pf(self.results))
@@ -109,7 +111,8 @@ class SearchResultPage:
trait_dict = {}
trait_id = result[0]
- this_trait = create_trait(dataset=self.dataset, name=trait_id, get_qtl_info=True, get_sample_info=False)
+ this_trait = create_trait(
+ dataset=self.dataset, name=trait_id, get_qtl_info=True, get_sample_info=False)
if this_trait:
trait_dict['index'] = index + 1
trait_dict['name'] = this_trait.name
@@ -118,7 +121,8 @@ class SearchResultPage:
else:
trait_dict['display_name'] = this_trait.name
trait_dict['dataset'] = this_trait.dataset.name
- trait_dict['hmac'] = hmac.data_hmac('{}:{}'.format(this_trait.name, this_trait.dataset.name))
+ trait_dict['hmac'] = hmac.data_hmac(
+ '{}:{}'.format(this_trait.name, this_trait.dataset.name))
if this_trait.dataset.type == "ProbeSet":
trait_dict['symbol'] = this_trait.symbol if this_trait.symbol else "N/A"
trait_dict['description'] = "N/A"
@@ -168,9 +172,11 @@ class SearchResultPage:
self.trait_list = trait_list
if self.dataset.type == "ProbeSet":
- self.header_data_names = ['index', 'display_name', 'symbol', 'description', 'location', 'mean', 'lrs_score', 'lrs_location', 'additive']
+ self.header_data_names = ['index', 'display_name', 'symbol', 'description',
+ 'location', 'mean', 'lrs_score', 'lrs_location', 'additive']
elif self.dataset.type == "Publish":
- self.header_data_names = ['index', 'display_name', 'description', 'mean', 'authors', 'pubmed_text', 'lrs_score', 'lrs_location', 'additive']
+ self.header_data_names = ['index', 'display_name', 'description', 'mean',
+ 'authors', 'pubmed_text', 'lrs_score', 'lrs_location', 'additive']
elif self.dataset.type == "Geno":
self.header_data_names = ['index', 'display_name', 'location']
@@ -184,7 +190,8 @@ class SearchResultPage:
combined_from_clause = ""
combined_where_clause = ""
- previous_from_clauses = [] # The same table can't be referenced twice in the from clause
+ # The same table can't be referenced twice in the from clause
+ previous_from_clauses = []
logger.debug("len(search_terms)>1")
symbol_list = []
@@ -198,7 +205,8 @@ class SearchResultPage:
for i, a_search in enumerate(alias_terms):
the_search = self.get_search_ob(a_search)
if the_search != None:
- get_from_clause = getattr(the_search, "get_from_clause", None)
+ get_from_clause = getattr(
+ the_search, "get_from_clause", None)
if callable(get_from_clause):
from_clause = the_search.get_from_clause()
if from_clause in previous_from_clauses:
@@ -222,7 +230,8 @@ class SearchResultPage:
else:
the_search = self.get_search_ob(a_search)
if the_search != None:
- get_from_clause = getattr(the_search, "get_from_clause", None)
+ get_from_clause = getattr(
+ the_search, "get_from_clause", None)
if callable(get_from_clause):
from_clause = the_search.get_from_clause()
if from_clause in previous_from_clauses:
@@ -241,7 +250,8 @@ class SearchResultPage:
self.search_term_exists = False
if self.search_term_exists:
combined_where_clause = "(" + combined_where_clause + ")"
- final_query = the_search.compile_final_query(combined_from_clause, combined_where_clause)
+ final_query = the_search.compile_final_query(
+ combined_from_clause, combined_where_clause)
results = the_search.execute(final_query)
self.results.extend(results)
@@ -312,7 +322,8 @@ def get_aliases(symbol_list, species):
symbols_string = ",".join(updated_symbols)
filtered_aliases = []
- response = requests.get(GN2_BASE_URL + "/gn3/gene/aliases2/" + symbols_string)
+ response = requests.get(
+ GN2_BASE_URL + "/gn3/gene/aliases2/" + symbols_string)
if response:
alias_lists = json.loads(response.content)
seen = set()
diff --git a/wqflask/wqflask/show_trait/SampleList.py b/wqflask/wqflask/show_trait/SampleList.py
index 496dee57..6419335e 100644
--- a/wqflask/wqflask/show_trait/SampleList.py
+++ b/wqflask/wqflask/show_trait/SampleList.py
@@ -74,14 +74,20 @@ class SampleList:
if 'rrid' in sample.extra_attributes:
if self.dataset.group.species == "mouse":
if len(sample.extra_attributes['rrid'].split(":")) > 1:
- the_rrid = sample.extra_attributes['rrid'].split(":")[1]
- sample.extra_attributes['rrid'] = [sample.extra_attributes['rrid']]
- sample.extra_attributes['rrid'].append(webqtlConfig.RRID_MOUSE_URL % the_rrid)
+ the_rrid = sample.extra_attributes['rrid'].split(":")[
+ 1]
+ sample.extra_attributes['rrid'] = [
+ sample.extra_attributes['rrid']]
+ sample.extra_attributes['rrid'].append(
+ webqtlConfig.RRID_MOUSE_URL % the_rrid)
elif self.dataset.group.species == "rat":
if len(str(sample.extra_attributes['rrid'])):
- the_rrid = sample.extra_attributes['rrid'].split("_")[1]
- sample.extra_attributes['rrid'] = [sample.extra_attributes['rrid']]
- sample.extra_attributes['rrid'].append(webqtlConfig.RRID_RAT_URL % the_rrid)
+ the_rrid = sample.extra_attributes['rrid'].split("_")[
+ 1]
+ sample.extra_attributes['rrid'] = [
+ sample.extra_attributes['rrid']]
+ sample.extra_attributes['rrid'].append(
+ webqtlConfig.RRID_RAT_URL % the_rrid)
self.sample_list.append(sample)
@@ -130,7 +136,8 @@ class SampleList:
self.attributes[key].name = name
self.attributes[key].distinct_values = [
item.Value for item in values]
- self.attributes[key].distinct_values = natural_sort(self.attributes[key].distinct_values)
+ self.attributes[key].distinct_values = natural_sort(
+ self.attributes[key].distinct_values)
all_numbers = True
for value in self.attributes[key].distinct_values:
try:
@@ -170,7 +177,8 @@ class SampleList:
except ValueError:
pass
- attribute_values[self.attributes[item.Id].name.lower()] = attribute_value
+ attribute_values[self.attributes[item.Id].name.lower(
+ )] = attribute_value
self.sample_attribute_values[sample_name] = attribute_values
def get_first_attr_col(self):
diff --git a/wqflask/wqflask/show_trait/export_trait_data.py b/wqflask/wqflask/show_trait/export_trait_data.py
index f0fcd27d..81e7903b 100644
--- a/wqflask/wqflask/show_trait/export_trait_data.py
+++ b/wqflask/wqflask/show_trait/export_trait_data.py
@@ -40,16 +40,23 @@ def get_export_metadata(trait_id, dataset_name):
metadata = []
if dataset.type == "Publish":
metadata.append(["Phenotype ID: " + trait_id])
- metadata.append(["Phenotype URL: " + "http://genenetwork.org/show_trait?trait_id=" + trait_id + "&dataset=" + dataset_name])
+ metadata.append(["Phenotype URL: " + "http://genenetwork.org/show_trait?trait_id=" + \
+ trait_id + "&dataset=" + dataset_name])
metadata.append(["Group: " + dataset.group.name])
- metadata.append(["Phenotype: " + this_trait.description_display.replace(",", "\",\"")])
- metadata.append(["Authors: " + (this_trait.authors if this_trait.authors else "N/A")])
- metadata.append(["Title: " + (this_trait.title if this_trait.title else "N/A")])
- metadata.append(["Journal: " + (this_trait.journal if this_trait.journal else "N/A")])
- metadata.append(["Dataset Link: http://gn1.genenetwork.org/webqtl/main.py?FormID=sharinginfo&InfoPageName=" + dataset.name])
+ metadata.append(
+ ["Phenotype: " + this_trait.description_display.replace(",", "\",\"")])
+ metadata.append(
+ ["Authors: " + (this_trait.authors if this_trait.authors else "N/A")])
+ metadata.append(
+ ["Title: " + (this_trait.title if this_trait.title else "N/A")])
+ metadata.append(
+ ["Journal: " + (this_trait.journal if this_trait.journal else "N/A")])
+ metadata.append(
+ ["Dataset Link: http://gn1.genenetwork.org/webqtl/main.py?FormID=sharinginfo&InfoPageName=" + dataset.name])
else:
metadata.append(["Record ID: " + trait_id])
- metadata.append(["Trait URL: " + "http://genenetwork.org/show_trait?trait_id=" + trait_id + "&dataset=" + dataset_name])
+ metadata.append(["Trait URL: " + "http://genenetwork.org/show_trait?trait_id=" + \
+ trait_id + "&dataset=" + dataset_name])
if this_trait.symbol:
metadata.append(["Symbol: " + this_trait.symbol])
metadata.append(["Dataset: " + dataset.name])
diff --git a/wqflask/wqflask/snp_browser/snp_browser.py b/wqflask/wqflask/snp_browser/snp_browser.py
index e5c67165..7fcbe984 100644
--- a/wqflask/wqflask/snp_browser/snp_browser.py
+++ b/wqflask/wqflask/snp_browser/snp_browser.py
@@ -27,9 +27,11 @@ class SnpBrowser:
self.table_rows = []
if self.limit_strains == "true":
- self.header_fields, self.empty_field_count, self.header_data_names = get_header_list(variant_type=self.variant_type, strains=self.chosen_strains, empty_columns = self.empty_columns)
+ self.header_fields, self.empty_field_count, self.header_data_names = get_header_list(
+ variant_type=self.variant_type, strains=self.chosen_strains, empty_columns = self.empty_columns)
else:
- self.header_fields, self.empty_field_count, self.header_data_names = get_header_list(variant_type=self.variant_type, strains=self.strain_lists, species = self.species_name, empty_columns = self.empty_columns)
+ self.header_fields, self.empty_field_count, self.header_data_names = get_header_list(
+ variant_type=self.variant_type, strains=self.strain_lists, species = self.species_name, empty_columns = self.empty_columns)
def initialize_parameters(self, start_vars):
if 'first_run' in start_vars:
@@ -53,10 +55,12 @@ class SnpBrowser:
self.rat_chr_list = []
mouse_species_ob = species.TheSpecies(species_name="Mouse")
for key in mouse_species_ob.chromosomes.chromosomes:
- self.mouse_chr_list.append(mouse_species_ob.chromosomes.chromosomes[key].name)
+ self.mouse_chr_list.append(
+ mouse_species_ob.chromosomes.chromosomes[key].name)
rat_species_ob = species.TheSpecies(species_name="Rat")
for key in rat_species_ob.chromosomes.chromosomes:
- self.rat_chr_list.append(rat_species_ob.chromosomes.chromosomes[key].name)
+ self.rat_chr_list.append(
+ rat_species_ob.chromosomes.chromosomes[key].name)
if self.species_id == 1:
self.this_chr_list = self.mouse_chr_list
@@ -109,9 +113,11 @@ class SnpBrowser:
"CAST/EiJ"]
self.chosen_strains_rat = ["BN", "F344", "WLI", "WMI"]
if 'chosen_strains_mouse' in start_vars:
- self.chosen_strains_mouse = start_vars['chosen_strains_mouse'].split(",")
+ self.chosen_strains_mouse = start_vars['chosen_strains_mouse'].split(
+ ",")
if 'chosen_strains_rat' in start_vars:
- self.chosen_strains_rat = start_vars['chosen_strains_rat'].split(",")
+ self.chosen_strains_rat = start_vars['chosen_strains_rat'].split(
+ ",")
if self.species_id == 1:
self.chosen_strains = self.chosen_strains_mouse
@@ -150,9 +156,11 @@ class SnpBrowser:
if self.gene_name != "":
if self.species_id != 0:
- query = "SELECT geneSymbol, chromosome, txStart, txEnd FROM GeneList WHERE SpeciesId = %s AND geneSymbol = '%s'" % (self.species_id, self.gene_name)
+ query = "SELECT geneSymbol, chromosome, txStart, txEnd FROM GeneList WHERE SpeciesId = %s AND geneSymbol = '%s'" % (
+ self.species_id, self.gene_name)
else:
- query = "SELECT geneSymbol, chromosome, txStart, txEnd FROM GeneList WHERE geneSymbol = '%s'" % (self.gene_name)
+ query = "SELECT geneSymbol, chromosome, txStart, txEnd FROM GeneList WHERE geneSymbol = '%s'" % (
+ self.gene_name)
result = g.db.execute(query).fetchone()
if result:
self.gene_name, self.chr, self.start_mb, self.end_mb = result
@@ -163,9 +171,11 @@ class SnpBrowser:
query = "SELECT Id, Chromosome, Position, Position+0.000001 FROM SnpAll WHERE Rs = '%s'" % self.gene_name
else:
if self.species_id != 0:
- query = "SELECT Id, Chromosome, Position, Position+0.000001 FROM SnpAll where SpeciesId = %s AND SnpName = '%s'" % (self.species_id, self.gene_name)
+ query = "SELECT Id, Chromosome, Position, Position+0.000001 FROM SnpAll where SpeciesId = %s AND SnpName = '%s'" % (
+ self.species_id, self.gene_name)
else:
- query = "SELECT Id, Chromosome, Position, Position+0.000001 FROM SnpAll where SnpName = '%s'" % (self.gene_name)
+ query = "SELECT Id, Chromosome, Position, Position+0.000001 FROM SnpAll where SnpName = '%s'" % (
+ self.gene_name)
result_snp = g.db.execute(query).fetchall()
if result_snp:
self.snp_list = [item[0] for item in result_snp]
@@ -177,9 +187,11 @@ class SnpBrowser:
elif self.variant_type == "InDel":
if self.gene_name[0] == "I":
if self.species_id != 0:
- query = "SELECT Id, Chromosome, Mb_start, Mb_end FROM IndelAll WHERE SpeciesId = %s AND Name = '%s'" % (self.species_id, self.gene_name)
+ query = "SELECT Id, Chromosome, Mb_start, Mb_end FROM IndelAll WHERE SpeciesId = %s AND Name = '%s'" % (
+ self.species_id, self.gene_name)
else:
- query = "SELECT Id, Chromosome, Mb_start, Mb_end FROM IndelAll WHERE Name = '%s'" % (self.gene_name)
+ query = "SELECT Id, Chromosome, Mb_start, Mb_end FROM IndelAll WHERE Name = '%s'" % (
+ self.gene_name)
result_snp = g.db.execute(query).fetchall()
if result_snp:
self.snp_list = [item[0] for item in result_snp]
@@ -255,7 +267,8 @@ class SnpBrowser:
if self.limit_strains == "true" and len(self.chosen_strains) > 0:
for item in self.chosen_strains:
- index = self.strain_lists[self.species_name.lower()].index(item)
+ index = self.strain_lists[self.species_name.lower()].index(
+ item)
strain_index_list.append(index)
for seq, result in enumerate(results):
@@ -263,7 +276,8 @@ class SnpBrowser:
if self.variant_type == "SNP":
display_strains = []
- snp_id, species_id, snp_name, rs, chr, mb, mb_2016, alleles, snp_source, conservation_score = result[:10]
+ snp_id, species_id, snp_name, rs, chr, mb, mb_2016, alleles, snp_source, conservation_score = result[
+ :10]
effect_list = result[10:28]
if self.species_id == 1:
self.allele_list = result[30:]
@@ -279,7 +293,8 @@ class SnpBrowser:
self.allele_list = display_strains
effect_info_dict = get_effect_info(effect_list)
- coding_domain_list = ['Start Gained', 'Start Lost', 'Stop Gained', 'Stop Lost', 'Nonsynonymous', 'Synonymous']
+ coding_domain_list = ['Start Gained', 'Start Lost',
+ 'Stop Gained', 'Stop Lost', 'Nonsynonymous', 'Synonymous']
intron_domain_list = ['Splice Site', 'Nonsplice Site']
for key in effect_info_dict:
@@ -296,19 +311,22 @@ class SnpBrowser:
if 'Intergenic' in domain:
if self.gene_name != "":
- gene_id = get_gene_id(self.species_id, self.gene_name)
+ gene_id = get_gene_id(
+ self.species_id, self.gene_name)
gene = [gene_id, self.gene_name]
else:
gene = check_if_in_gene(species_id, chr, mb)
transcript = exon = function = function_details = ''
if self.redundant == "false" or last_mb != mb: # filter redundant
if self.include_record(domain, function, snp_source, conservation_score):
- info_list = [snp_name, rs, chr, mb, alleles, gene, transcript, exon, domain, function, function_details, snp_source, conservation_score, snp_id]
+ info_list = [snp_name, rs, chr, mb, alleles, gene, transcript, exon, domain,
+ function, function_details, snp_source, conservation_score, snp_id]
info_list.extend(self.allele_list)
filtered_results.append(info_list)
last_mb = mb
else:
- gene_list, transcript_list, exon_list, function_list, function_details_list = effect_info_dict[key]
+ gene_list, transcript_list, exon_list, function_list, function_details_list = effect_info_dict[
+ key]
for index, item in enumerate(gene_list):
gene = item
transcript = transcript_list[index]
@@ -325,13 +343,15 @@ class SnpBrowser:
function = ""
if function_details_list:
- function_details = "Biotype: " + function_details_list[index]
+ function_details = "Biotype: " + \
+ function_details_list[index]
else:
function_details = ""
if self.redundant == "false" or last_mb != mb:
if self.include_record(domain, function, snp_source, conservation_score):
- info_list = [snp_name, rs, chr, mb, alleles, gene, transcript, exon, domain, function, function_details, snp_source, conservation_score, snp_id]
+ info_list = [snp_name, rs, chr, mb, alleles, gene, transcript, exon, domain,
+ function, function_details, snp_source, conservation_score, snp_id]
info_list.extend(self.allele_list)
filtered_results.append(info_list)
last_mb = mb
@@ -345,7 +365,8 @@ class SnpBrowser:
gene = "No Gene"
domain = conservation_score = snp_id = snp_name = rs = flank_3 = flank_5 = ncbi = function = ""
if self.include_record(domain, function, source_name, conservation_score):
- filtered_results.append([indel_name, indel_chr, indel_mb_start, indel_mb_end, indel_strand, indel_type, indel_size, indel_sequence, source_name])
+ filtered_results.append([indel_name, indel_chr, indel_mb_start, indel_mb_end,
+ indel_strand, indel_type, indel_size, indel_sequence, source_name])
last_mb = indel_mb_start
else:
@@ -365,7 +386,8 @@ class SnpBrowser:
if gene_name and (gene_name not in gene_name_list):
gene_name_list.append(gene_name)
if len(gene_name_list) > 0:
- gene_id_name_dict = get_gene_id_name_dict(self.species_id, gene_name_list)
+ gene_id_name_dict = get_gene_id_name_dict(
+ self.species_id, gene_name_list)
# ZS: list of booleans representing which columns are entirely empty, so they aren't displayed on the page; only including ones that are sometimes empty (since there's always a location, etc)
self.empty_columns = {
@@ -383,7 +405,8 @@ class SnpBrowser:
for i, result in enumerate(self.filtered_results):
this_row = {}
if self.variant_type == "SNP":
- snp_name, rs, chr, mb, alleles, gene, transcript, exon, domain, function, function_details, snp_source, conservation_score, snp_id = result[:14]
+ snp_name, rs, chr, mb, alleles, gene, transcript, exon, domain, function, function_details, snp_source, conservation_score, snp_id = result[
+ :14]
allele_value_list = result[14:]
if rs:
snp_url = webqtlConfig.DBSNP % (rs)
@@ -394,9 +417,11 @@ class SnpBrowser:
end_bp = int(mb * 1000000 + 100)
position_info = "chr%s:%d-%d" % (chr, start_bp, end_bp)
if self.species_id == 2:
- snp_url = webqtlConfig.GENOMEBROWSER_URL % ("rn6", position_info)
+ snp_url = webqtlConfig.GENOMEBROWSER_URL % (
+ "rn6", position_info)
else:
- snp_url = webqtlConfig.GENOMEBROWSER_URL % ("mm10", position_info)
+ snp_url = webqtlConfig.GENOMEBROWSER_URL % (
+ "mm10", position_info)
mb = float(mb)
mb_formatted = "%2.6f" % mb
@@ -429,7 +454,8 @@ class SnpBrowser:
gene_link = ""
if transcript:
- transcript_link = webqtlConfig.ENSEMBLETRANSCRIPT_URL % (transcript)
+ transcript_link = webqtlConfig.ENSEMBLETRANSCRIPT_URL % (
+ transcript)
self.empty_columns['transcript'] = "true"
else:
transcript_link = ""
@@ -460,7 +486,8 @@ class SnpBrowser:
function_list = function_details.strip().split(",")
function_list = [item.strip() for item in function_list]
function_list[0] = function_list[0].title()
- function_details = ", ".join(item for item in function_list)
+ function_details = ", ".join(
+ item for item in function_list)
function_details = function_details.replace("_", " ")
function_details = function_details.replace("/", " -> ")
if function_details == "Biotype: Protein Coding":
@@ -675,8 +702,10 @@ def get_header_list(variant_type, strains, species=None, empty_columns=None):
header_fields = []
header_data_names = []
if variant_type == "SNP":
- header_fields.append(['Index', 'SNP ID', 'Chr', 'Mb', 'Alleles', 'Source', 'ConScore', 'Gene', 'Transcript', 'Exon', 'Domain 1', 'Domain 2', 'Function', 'Details'])
- header_data_names = ['index', 'snp_name', 'chr', 'mb_formatted', 'alleles', 'snp_source', 'conservation_score', 'gene_name', 'transcript', 'exon', 'domain_1', 'domain_2', 'function', 'function_details']
+ header_fields.append(['Index', 'SNP ID', 'Chr', 'Mb', 'Alleles', 'Source', 'ConScore',
+ 'Gene', 'Transcript', 'Exon', 'Domain 1', 'Domain 2', 'Function', 'Details'])
+ header_data_names = ['index', 'snp_name', 'chr', 'mb_formatted', 'alleles', 'snp_source', 'conservation_score',
+ 'gene_name', 'transcript', 'exon', 'domain_1', 'domain_2', 'function', 'function_details']
header_fields.append(strain_list)
header_data_names += strain_list
@@ -712,8 +741,10 @@ def get_header_list(variant_type, strains, species=None, empty_columns=None):
header_data_names.remove(col)
elif variant_type == "InDel":
- header_fields = ['Index', 'ID', 'Type', 'InDel Chr', 'Mb Start', 'Mb End', 'Strand', 'Size', 'Sequence', 'Source']
- header_data_names = ['index', 'indel_name', 'indel_type', 'indel_chr', 'indel_mb_s', 'indel_mb_e', 'indel_strand', 'indel_size', 'indel_sequence', 'source_name']
+ header_fields = ['Index', 'ID', 'Type', 'InDel Chr',
+ 'Mb Start', 'Mb End', 'Strand', 'Size', 'Sequence', 'Source']
+ header_data_names = ['index', 'indel_name', 'indel_type', 'indel_chr', 'indel_mb_s',
+ 'indel_mb_e', 'indel_strand', 'indel_size', 'indel_sequence', 'source_name']
return header_fields, empty_field_count, header_data_names
@@ -726,10 +757,13 @@ def get_effect_details_by_category(effect_name=None, effect_value=None):
function_detail_list = []
tmp_list = []
- gene_group_list = ['Upstream', 'Downstream', 'Splice Site', 'Nonsplice Site', '3\' UTR']
- biotype_group_list = ['Unknown Effect In Exon', 'Start Gained', 'Start Lost', 'Stop Gained', 'Stop Lost', 'Nonsynonymous', 'Synonymous']
+ gene_group_list = ['Upstream', 'Downstream',
+ 'Splice Site', 'Nonsplice Site', '3\' UTR']
+ biotype_group_list = ['Unknown Effect In Exon', 'Start Gained',
+ 'Start Lost', 'Stop Gained', 'Stop Lost', 'Nonsynonymous', 'Synonymous']
new_codon_group_list = ['Start Gained']
- codon_effect_group_list = ['Start Lost', 'Stop Gained', 'Stop Lost', 'Nonsynonymous', 'Synonymous']
+ codon_effect_group_list = [
+ 'Start Lost', 'Stop Gained', 'Stop Lost', 'Nonsynonymous', 'Synonymous']
effect_detail_list = effect_value.strip().split('|')
effect_detail_list = [item.strip() for item in effect_detail_list]
@@ -773,8 +807,10 @@ def get_effect_info(effect_list):
effect_detail_list = []
effect_info_dict = {}
- prime3_utr, prime5_utr, upstream, downstream, intron, nonsplice_site, splice_site, intergenic = effect_list[:8]
- exon, non_synonymous_coding, synonymous_coding, start_gained, start_lost, stop_gained, stop_lost, unknown_effect_in_exon = effect_list[8:16]
+ prime3_utr, prime5_utr, upstream, downstream, intron, nonsplice_site, splice_site, intergenic = effect_list[
+ :8]
+ exon, non_synonymous_coding, synonymous_coding, start_gained, start_lost, stop_gained, stop_lost, unknown_effect_in_exon = effect_list[
+ 8:16]
if intergenic:
domain = "Intergenic"
@@ -783,59 +819,72 @@ def get_effect_info(effect_list):
# if not exon, get gene list/transcript list info
if upstream:
domain = "Upstream"
- effect_detail_list = get_effect_details_by_category(effect_name='Upstream', effect_value=upstream)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Upstream', effect_value=upstream)
effect_info_dict[domain] = effect_detail_list
if downstream:
domain = "Downstream"
- effect_detail_list = get_effect_details_by_category(effect_name='Downstream', effect_value=downstream)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Downstream', effect_value=downstream)
effect_info_dict[domain] = effect_detail_list
if intron:
if splice_site:
domain = "Splice Site"
- effect_detail_list = get_effect_details_by_category(effect_name='Splice Site', effect_value=splice_site)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Splice Site', effect_value=splice_site)
effect_info_dict[domain] = effect_detail_list
if nonsplice_site:
domain = "Nonsplice Site"
- effect_detail_list = get_effect_details_by_category(effect_name='Nonsplice Site', effect_value=nonsplice_site)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Nonsplice Site', effect_value=nonsplice_site)
effect_info_dict[domain] = effect_detail_list
# get gene, transcript_list, and exon info
if prime3_utr:
domain = "3\' UTR"
- effect_detail_list = get_effect_details_by_category(effect_name='3\' UTR', effect_value=prime3_utr)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='3\' UTR', effect_value=prime3_utr)
effect_info_dict[domain] = effect_detail_list
if prime5_utr:
domain = "5\' UTR"
- effect_detail_list = get_effect_details_by_category(effect_name='5\' UTR', effect_value=prime5_utr)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='5\' UTR', effect_value=prime5_utr)
effect_info_dict[domain] = effect_detail_list
if start_gained:
domain = "Start Gained"
- effect_detail_list = get_effect_details_by_category(effect_name='Start Gained', effect_value=start_gained)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Start Gained', effect_value=start_gained)
effect_info_dict[domain] = effect_detail_list
if unknown_effect_in_exon:
domain = "Unknown Effect In Exon"
- effect_detail_list = get_effect_details_by_category(effect_name='Unknown Effect In Exon', effect_value=unknown_effect_in_exon)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Unknown Effect In Exon', effect_value=unknown_effect_in_exon)
effect_info_dict[domain] = effect_detail_list
if start_lost:
domain = "Start Lost"
- effect_detail_list = get_effect_details_by_category(effect_name='Start Lost', effect_value=start_lost)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Start Lost', effect_value=start_lost)
effect_info_dict[domain] = effect_detail_list
if stop_gained:
domain = "Stop Gained"
- effect_detail_list = get_effect_details_by_category(effect_name='Stop Gained', effect_value=stop_gained)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Stop Gained', effect_value=stop_gained)
effect_info_dict[domain] = effect_detail_list
if stop_lost:
domain = "Stop Lost"
- effect_detail_list = get_effect_details_by_category(effect_name='Stop Lost', effect_value=stop_lost)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Stop Lost', effect_value=stop_lost)
effect_info_dict[domain] = effect_detail_list
if non_synonymous_coding:
domain = "Nonsynonymous"
- effect_detail_list = get_effect_details_by_category(effect_name='Nonsynonymous', effect_value=non_synonymous_coding)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Nonsynonymous', effect_value=non_synonymous_coding)
effect_info_dict[domain] = effect_detail_list
if synonymous_coding:
domain = "Synonymous"
- effect_detail_list = get_effect_details_by_category(effect_name='Synonymous', effect_value=synonymous_coding)
+ effect_detail_list = get_effect_details_by_category(
+ effect_name='Synonymous', effect_value=synonymous_coding)
effect_info_dict[domain] = effect_detail_list
return effect_info_dict
@@ -863,7 +912,8 @@ def get_gene_id_name_dict(species_id, gene_name_list):
gene_id_name_dict = {}
if len(gene_name_list) == 0:
return ""
- gene_name_str_list = ["'" + gene_name + "'" for gene_name in gene_name_list]
+ gene_name_str_list = ["'" + gene_name + \
+ "'" for gene_name in gene_name_list]
gene_name_str = ",".join(gene_name_str_list)
query = """
diff --git a/wqflask/wqflask/update_search_results.py b/wqflask/wqflask/update_search_results.py
index 07073d6a..2e467dc8 100644
--- a/wqflask/wqflask/update_search_results.py
+++ b/wqflask/wqflask/update_search_results.py
@@ -52,10 +52,12 @@ class GSearch:
self.trait_list = []
with Bench("Creating trait objects"):
for line in re:
- dataset = create_dataset(line[3], "ProbeSet", get_samplelist=False)
+ dataset = create_dataset(
+ line[3], "ProbeSet", get_samplelist=False)
trait_id = line[4]
# with Bench("Building trait object"):
- this_trait = GeneralTrait(dataset=dataset, name=trait_id, get_qtl_info=True, get_sample_info=False)
+ this_trait = GeneralTrait(
+ dataset=dataset, name=trait_id, get_qtl_info=True, get_sample_info=False)
self.trait_list.append(this_trait)
elif self.type == "phenotype":
@@ -97,7 +99,8 @@ class GSearch:
for line in re:
dataset = create_dataset(line[2], "Publish")
trait_id = line[3]
- this_trait = GeneralTrait(dataset=dataset, name=trait_id, get_qtl_info=True, get_sample_info=False)
+ this_trait = GeneralTrait(
+ dataset=dataset, name=trait_id, get_qtl_info=True, get_sample_info=False)
self.trait_list.append(this_trait)
self.results = self.convert_to_json()
diff --git a/wqflask/wqflask/user_login.py b/wqflask/wqflask/user_login.py
index 2a2f8484..708d43d2 100644
--- a/wqflask/wqflask/user_login.py
+++ b/wqflask/wqflask/user_login.py
@@ -70,7 +70,8 @@ def set_password(password):
assert len(password) >= 6, "Password shouldn't be shorter than 6 characters"
- encoded_password = encode_password(pass_gen_fields, pass_gen_fields['unencrypted_password'])
+ encoded_password = encode_password(
+ pass_gen_fields, pass_gen_fields['unencrypted_password'])
return encoded_password
@@ -161,12 +162,16 @@ def verify_email():
# As long as they have access to the email account
# We might as well log them in
session_id_signed = get_signed_session_id(user_details)
- flash("Thank you for logging in {}.".format(user_details['full_name']), "alert-success")
- response = make_response(redirect(url_for('index_page', import_collections=import_col, anon_id=anon_id)))
- response.set_cookie(UserSession.user_cookie_name, session_id_signed, max_age=None)
+ flash("Thank you for logging in {}.".format(
+ user_details['full_name']), "alert-success")
+ response = make_response(redirect(
+ url_for('index_page', import_collections=import_col, anon_id=anon_id)))
+ response.set_cookie(UserSession.user_cookie_name,
+ session_id_signed, max_age=None)
return response
else:
- flash("Invalid code: Password reset code does not exist or might have expired!", "error")
+ flash(
+ "Invalid code: Password reset code does not exist or might have expired!", "error")
@app.route("/n/login", methods=('GET', 'POST'))
@@ -195,23 +200,28 @@ def login():
display_id = user_details['orcid']
else:
display_id = ""
- flash("Thank you for logging in {}.".format(display_id), "alert-success")
+ flash("Thank you for logging in {}.".format(
+ display_id), "alert-success")
response = make_response(redirect(url_for('index_page')))
- response.set_cookie(UserSession.user_cookie_name, session_id_signed, max_age=None)
+ response.set_cookie(
+ UserSession.user_cookie_name, session_id_signed, max_age=None)
else:
flash("Something went unexpectedly wrong.", "alert-danger")
response = make_response(redirect(url_for('index_page')))
return response
else:
- user_details = get_user_by_unique_column("email_address", params['email_address'])
+ user_details = get_user_by_unique_column(
+ "email_address", params['email_address'])
password_match = False
if user_details:
submitted_password = params['password']
pwfields = user_details['password']
if isinstance(pwfields, str):
pwfields = json.loads(pwfields)
- encrypted_pass_fields = encode_password(pwfields, submitted_password)
- password_match = pbkdf2.safe_str_cmp(encrypted_pass_fields['password'], pwfields['password'])
+ encrypted_pass_fields = encode_password(
+ pwfields, submitted_password)
+ password_match = pbkdf2.safe_str_cmp(
+ encrypted_pass_fields['password'], pwfields['password'])
else: # Invalid e-mail
flash("Invalid e-mail address. Please try again.", "alert-danger")
@@ -227,12 +237,16 @@ def login():
anon_id = params['anon_id']
session_id_signed = get_signed_session_id(user_details)
- flash("Thank you for logging in {}.".format(user_details['full_name']), "alert-success")
- response = make_response(redirect(url_for('index_page', import_collections=import_col, anon_id=anon_id)))
- response.set_cookie(UserSession.user_cookie_name, session_id_signed, max_age=None)
+ flash("Thank you for logging in {}.".format(
+ user_details['full_name']), "alert-success")
+ response = make_response(redirect(
+ url_for('index_page', import_collections=import_col, anon_id=anon_id)))
+ response.set_cookie(
+ UserSession.user_cookie_name, session_id_signed, max_age=None)
return response
else:
- email_ob = send_verification_email(user_details, template_name="email/user_verification.txt")
+ email_ob = send_verification_email(
+ user_details, template_name="email/user_verification.txt")
return render_template("newsecurity/verification_still_needed.html", subject=email_ob['subject'])
else: # Incorrect password
# ZS: It previously seemed to store that there was an incorrect log-in attempt here, but it did so in the MySQL DB so this might need to be reproduced with Redis
@@ -252,8 +266,10 @@ def github_oauth2():
"code": code
}
- result = requests.post("https://github.com/login/oauth/access_token", json=data)
- result_dict = {arr[0]: arr[1] for arr in [tok.split("=") for tok in result.text.split("&")]}
+ result = requests.post(
+ "https://github.com/login/oauth/access_token", json=data)
+ result_dict = {arr[0]: arr[1]
+ for arr in [tok.split("=") for tok in result.text.split("&")]}
github_user = get_github_user_details(result_dict["access_token"])
@@ -277,7 +293,8 @@ def github_oauth2():
def get_github_user_details(access_token):
from utility.tools import GITHUB_API_URL
- result = requests.get(GITHUB_API_URL, headers={'Authorization': 'token ' + access_token}).content
+ result = requests.get(GITHUB_API_URL, headers={
+ 'Authorization': 'token ' + access_token}).content
return json.loads(result)
@@ -323,7 +340,8 @@ def orcid_oauth2():
def get_github_user_details(access_token):
from utility.tools import GITHUB_API_URL
- result = requests.get(GITHUB_API_URL, headers={'Authorization': 'token ' + access_token}).content
+ result = requests.get(GITHUB_API_URL, headers={
+ 'Authorization': 'token ' + access_token}).content
return json.loads(result)
@@ -389,13 +407,16 @@ def forgot_password_submit():
next_page = None
if email_address != "":
logger.debug("Wants to send password E-mail to ", email_address)
- user_details = get_user_by_unique_column("email_address", email_address)
+ user_details = get_user_by_unique_column(
+ "email_address", email_address)
if user_details:
- email_subject = send_forgot_password_email(user_details["email_address"])
+ email_subject = send_forgot_password_email(
+ user_details["email_address"])
return render_template("new_security/forgot_password_step2.html",
subject=email_subject)
else:
- flash("The e-mail entered is not associated with an account.", "alert-danger")
+ flash("The e-mail entered is not associated with an account.",
+ "alert-danger")
return redirect(url_for("forgot_password"))
else:
@@ -417,7 +438,8 @@ def password_reset():
return render_template(
"new_security/password_reset.html", user_encode=user_details["email_address"])
else:
- flash("Invalid code: Password reset code does not exist or might have expired!", "error")
+ flash(
+ "Invalid code: Password reset code does not exist or might have expired!", "error")
return redirect(url_for("login"))
else:
return redirect(url_for("login"))
@@ -446,21 +468,27 @@ def register_user(params):
errors = []
user_details = {}
- user_details['email_address'] = params.get('email_address', '').encode("utf-8").strip()
+ user_details['email_address'] = params.get(
+ 'email_address', '').encode("utf-8").strip()
if not (5 <= len(user_details['email_address']) <= 50):
- errors.append('Email Address needs to be between 5 and 50 characters.')
+ errors.append(
+ 'Email Address needs to be between 5 and 50 characters.')
else:
- email_exists = get_user_by_unique_column("email_address", user_details['email_address'])
+ email_exists = get_user_by_unique_column(
+ "email_address", user_details['email_address'])
if email_exists:
errors.append('User already exists with that email')
- user_details['full_name'] = params.get('full_name', '').encode("utf-8").strip()
+ user_details['full_name'] = params.get(
+ 'full_name', '').encode("utf-8").strip()
if not (5 <= len(user_details['full_name']) <= 50):
errors.append('Full Name needs to be between 5 and 50 characters.')
- user_details['organization'] = params.get('organization', '').encode("utf-8").strip()
+ user_details['organization'] = params.get(
+ 'organization', '').encode("utf-8").strip()
if user_details['organization'] and not (5 <= len(user_details['organization']) <= 50):
- errors.append('Organization needs to be empty or between 5 and 50 characters.')
+ errors.append(
+ 'Organization needs to be empty or between 5 and 50 characters.')
password = str(params.get('password', ''))
if not (6 <= len(password)):
@@ -493,7 +521,8 @@ def register():
errors = register_user(params)
if len(errors) == 0:
- flash("Registration successful. You may login with your new account", "alert-info")
+ flash(
+ "Registration successful. You may login with your new account", "alert-info")
return redirect(url_for("login"))
return render_template("new_security/register_user.html", values=params, errors=errors)
diff --git a/wqflask/wqflask/user_manager.py b/wqflask/wqflask/user_manager.py
index a9bd65e6..5610833b 100644
--- a/wqflask/wqflask/user_manager.py
+++ b/wqflask/wqflask/user_manager.py
@@ -93,8 +93,10 @@ class AnonUser:
this_collection = {}
this_collection['id'] = collection['id']
this_collection['name'] = collection['name']
- this_collection['created_timestamp'] = collection['created_timestamp'].strftime('%b %d %Y %I:%M%p')
- this_collection['changed_timestamp'] = collection['changed_timestamp'].strftime('%b %d %Y %I:%M%p')
+ this_collection['created_timestamp'] = collection['created_timestamp'].strftime(
+ '%b %d %Y %I:%M%p')
+ this_collection['changed_timestamp'] = collection['changed_timestamp'].strftime(
+ '%b %d %Y %I:%M%p')
this_collection['num_members'] = collection['num_members']
this_collection['members'] = collection['members']
updated_collections.append(this_collection)
@@ -108,21 +110,26 @@ class AnonUser:
else:
collections = json.loads(json_collections)
for collection in collections:
- collection['created_timestamp'] = datetime.datetime.strptime(collection['created_timestamp'], '%b %d %Y %I:%M%p')
- collection['changed_timestamp'] = datetime.datetime.strptime(collection['changed_timestamp'], '%b %d %Y %I:%M%p')
+ collection['created_timestamp'] = datetime.datetime.strptime(
+ collection['created_timestamp'], '%b %d %Y %I:%M%p')
+ collection['changed_timestamp'] = datetime.datetime.strptime(
+ collection['changed_timestamp'], '%b %d %Y %I:%M%p')
- collections = sorted(collections, key=lambda i: i['changed_timestamp'], reverse=True)
+ collections = sorted(
+ collections, key=lambda i: i['changed_timestamp'], reverse=True)
return collections
def import_traits_to_user(self):
result = Redis.get(self.key)
collections_list = json.loads(result if result else "[]")
for collection in collections_list:
- collection_exists = g.user_session.get_collection_by_name(collection['name'])
+ collection_exists = g.user_session.get_collection_by_name(
+ collection['name'])
if collection_exists:
continue
else:
- g.user_session.add_collection(collection['name'], collection['members'])
+ g.user_session.add_collection(
+ collection['name'], collection['members'])
def display_num_collections(self):
"""
@@ -148,7 +155,8 @@ def verify_cookie(cookie):
the_uuid, separator, the_signature = cookie.partition(':')
assert len(the_uuid) == 36, "Is session_id a uuid?"
assert separator == ":", "Expected a : here"
- assert the_signature == actual_hmac_creation(the_uuid), "Uh-oh, someone tampering with the cookie?"
+ assert the_signature == actual_hmac_creation(
+ the_uuid), "Uh-oh, someone tampering with the cookie?"
return the_uuid
@@ -282,7 +290,8 @@ class UserSession:
updated_collection['members'] = updated_traits
updated_collection['num_members'] = len(updated_traits)
- updated_collection['changed_timestamp'] = datetime.datetime.utcnow().strftime('%b %d %Y %I:%M%p')
+ updated_collection['changed_timestamp'] = datetime.datetime.utcnow().strftime(
+ '%b %d %Y %I:%M%p')
updated_collections = []
for collection in self.user_collections:
@@ -308,7 +317,8 @@ class UserSession:
updated_collection['members'] = updated_traits
updated_collection['num_members'] = len(updated_traits)
- updated_collection['changed_timestamp'] = datetime.datetime.utcnow().strftime('%b %d %Y %I:%M%p')
+ updated_collection['changed_timestamp'] = datetime.datetime.utcnow().strftime(
+ '%b %d %Y %I:%M%p')
updated_collections = []
for collection in self.user_collections:
@@ -355,7 +365,8 @@ def get_cookie():
def set_cookie(response):
if not request.cookies.get(g.cookie_session.cookie_name):
- response.set_cookie(g.cookie_session.cookie_name, g.cookie_session.cookie)
+ response.set_cookie(g.cookie_session.cookie_name,
+ g.cookie_session.cookie)
return response
@@ -390,22 +401,28 @@ class RegisterUser:
self.errors = []
self.user = Bunch()
- self.user.email_address = kw.get('email_address', '').encode("utf-8").strip()
+ self.user.email_address = kw.get(
+ 'email_address', '').encode("utf-8").strip()
if not (5 <= len(self.user.email_address) <= 50):
- self.errors.append('Email Address needs to be between 5 and 50 characters.')
+ self.errors.append(
+ 'Email Address needs to be between 5 and 50 characters.')
else:
- email_exists = get_user_by_unique_column("email_address", self.user.email_address)
+ email_exists = get_user_by_unique_column(
+ "email_address", self.user.email_address)
#email_exists = get_user_by_unique_column(es, "email_address", self.user.email_address)
if email_exists:
self.errors.append('User already exists with that email')
self.user.full_name = kw.get('full_name', '').encode("utf-8").strip()
if not (5 <= len(self.user.full_name) <= 50):
- self.errors.append('Full Name needs to be between 5 and 50 characters.')
+ self.errors.append(
+ 'Full Name needs to be between 5 and 50 characters.')
- self.user.organization = kw.get('organization', '').encode("utf-8").strip()
+ self.user.organization = kw.get(
+ 'organization', '').encode("utf-8").strip()
if self.user.organization and not (5 <= len(self.user.organization) <= 50):
- self.errors.append('Organization needs to be empty or between 5 and 50 characters.')
+ self.errors.append(
+ 'Organization needs to be empty or between 5 and 50 characters.')
password = str(kw.get('password', ''))
if not (6 <= len(password)):
@@ -568,14 +585,16 @@ def password_reset():
if verification_code:
user_email = check_verification_code(verification_code)
if user_email:
- user_details = get_user_by_unique_column('email_address', user_email)
+ user_details = get_user_by_unique_column(
+ 'email_address', user_email)
if user_details:
return render_template(
"new_security/password_reset.html", user_encode=user_details["user_id"])
else:
flash("Invalid code: User no longer exists!", "error")
else:
- flash("Invalid code: Password reset code does not exist or might have expired!", "error")
+ flash(
+ "Invalid code: Password reset code does not exist or might have expired!", "error")
else:
return redirect(url_for("login"))
@@ -648,8 +667,10 @@ def github_oauth2():
"client_secret": GITHUB_CLIENT_SECRET,
"code": code
}
- result = requests.post("https://github.com/login/oauth/access_token", json=data)
- result_dict = {arr[0]: arr[1] for arr in [tok.split("=") for tok in [token.encode("utf-8") for token in result.text.split("&")]]}
+ result = requests.post(
+ "https://github.com/login/oauth/access_token", json=data)
+ result_dict = {arr[0]: arr[1] for arr in [tok.split(
+ "=") for tok in [token.encode("utf-8") for token in result.text.split("&")]]}
github_user = get_github_user_details(result_dict["access_token"])
@@ -696,7 +717,8 @@ def orcid_oauth2():
def get_github_user_details(access_token):
from utility.tools import GITHUB_API_URL
- result = requests.get(GITHUB_API_URL, params={"access_token": access_token})
+ result = requests.get(GITHUB_API_URL, params={
+ "access_token": access_token})
return result.json()
@@ -737,7 +759,8 @@ class LoginUser:
return render_template(
"new_security/login_user.html", external_login=external_login, redis_is_available=is_redis_available())
else:
- user_details = get_user_by_unique_column("email_address", params["email_address"])
+ user_details = get_user_by_unique_column(
+ "email_address", params["email_address"])
#user_details = get_user_by_unique_column(es, "email_address", params["email_address"])
user = None
valid = None
@@ -755,8 +778,10 @@ class LoginUser:
pwfields.iterations,
pwfields.keylength,
pwfields.hashfunc)
- logger.debug("\n\nComparing:\n{}\n{}\n".format(encrypted.password, pwfields.password))
- valid = pbkdf2.safe_str_cmp(encrypted.password, pwfields.password)
+ logger.debug("\n\nComparing:\n{}\n{}\n".format(
+ encrypted.password, pwfields.password))
+ valid = pbkdf2.safe_str_cmp(
+ encrypted.password, pwfields.password)
logger.debug("valid is:", valid)
if valid and not user.confirmed:
@@ -782,7 +807,8 @@ class LoginUser:
else:
if user:
self.unsuccessful_login(user)
- flash("Invalid email-address or password. Please try again.", "alert-danger")
+ flash("Invalid email-address or password. Please try again.",
+ "alert-danger")
response = make_response(redirect(url_for('login')))
return response
@@ -790,14 +816,17 @@ class LoginUser:
def actual_login(self, user, assumed_by=None, import_collections=None):
"""The meat of the logging in process"""
session_id_signed = self.successful_login(user, assumed_by)
- flash("Thank you for logging in {}.".format(user.full_name), "alert-success")
- response = make_response(redirect(url_for('index_page', import_collections=import_collections)))
+ flash("Thank you for logging in {}.".format(
+ user.full_name), "alert-success")
+ response = make_response(
+ redirect(url_for('index_page', import_collections=import_collections)))
if self.remember_me:
max_age = self.remember_time
else:
max_age = None
- response.set_cookie(UserSession.cookie_name, session_id_signed, max_age=max_age)
+ response.set_cookie(UserSession.cookie_name,
+ session_id_signed, max_age=max_age)
return response
def successful_login(self, user, assumed_by=None):
@@ -866,13 +895,15 @@ def forgot_password_submit():
next_page = None
if email_address != "":
logger.debug("Wants to send password E-mail to ", email_address)
- user_details = get_user_by_unique_column("email_address", email_address)
+ user_details = get_user_by_unique_column(
+ "email_address", email_address)
if user_details:
ForgotPasswordEmail(user_details["email_address"])
return render_template("new_security/forgot_password_step2.html",
subject=ForgotPasswordEmail.subject)
else:
- flash("The e-mail entered is not associated with an account.", "alert-danger")
+ flash("The e-mail entered is not associated with an account.",
+ "alert-danger")
return redirect(url_for("forgot_password"))
else:
@@ -959,7 +990,8 @@ def register():
errors = result.errors
if len(errors) == 0:
- flash("Registration successful. You may login with your new account", "alert-info")
+ flash(
+ "Registration successful. You may login with your new account", "alert-info")
return redirect(url_for("login"))
return render_template("new_security/register_user.html", values=params, errors=errors)
diff --git a/wqflask/wqflask/user_session.py b/wqflask/wqflask/user_session.py
index f0f0d60c..6ccb2e80 100644
--- a/wqflask/wqflask/user_session.py
+++ b/wqflask/wqflask/user_session.py
@@ -36,7 +36,8 @@ def get_user_session():
def set_user_session(response):
if hasattr(g, 'user_session'):
if not request.cookies.get(g.user_session.cookie_name):
- response.set_cookie(g.user_session.cookie_name, g.user_session.cookie)
+ response.set_cookie(g.user_session.cookie_name,
+ g.user_session.cookie)
return response
@@ -44,7 +45,8 @@ def verify_cookie(cookie):
the_uuid, separator, the_signature = cookie.partition(':')
assert len(the_uuid) == 36, "Is session_id a uuid?"
assert separator == ":", "Expected a : here"
- assert the_signature == hmac.hmac_creation(the_uuid), "Uh-oh, someone tampering with the cookie?"
+ assert the_signature == hmac.hmac_creation(
+ the_uuid), "Uh-oh, someone tampering with the cookie?"
return the_uuid
@@ -60,9 +62,11 @@ def create_signed_cookie():
def manage_user():
params = request.form if request.form else request.args
if 'new_full_name' in params:
- set_user_attribute(g.user_session.user_id, 'full_name', params['new_full_name'])
+ set_user_attribute(g.user_session.user_id,
+ 'full_name', params['new_full_name'])
if 'new_organization' in params:
- set_user_attribute(g.user_session.user_id, 'organization', params['new_organization'])
+ set_user_attribute(g.user_session.user_id,
+ 'organization', params['new_organization'])
user_details = get_user_by_unique_column("user_id", g.user_session.user_id)
@@ -108,7 +112,8 @@ class UserSession:
# Grrr...this won't work because of the way flask handles cookies
# Delete the cookie
- flash("Due to inactivity your session has expired. If you'd like please login again.")
+ flash(
+ "Due to inactivity your session has expired. If you'd like please login again.")
return None
else:
self.record = dict(login_time=time.time(),
@@ -178,7 +183,9 @@ class UserSession:
# ZS: Get user's collections if they exist
collections = get_user_collections(self.user_id)
- collections = [item for item in collections if item['name'] != "Your Default Collection"] + [item for item in collections if item['name'] == "Your Default Collection"] # ZS: Ensure Default Collection is last in list
+ collections = [item for item in collections if item['name'] != "Your Default Collection"] + \
+ [item for item in collections if item['name'] ==
+ "Your Default Collection"] # ZS: Ensure Default Collection is last in list
return collections
@property
@@ -234,12 +241,14 @@ class UserSession:
this_collection = self.get_collection_by_id(collection_id)
updated_collection = this_collection
- current_members_minus_new = [member for member in this_collection['members'] if member not in traits_to_add]
+ current_members_minus_new = [
+ member for member in this_collection['members'] if member not in traits_to_add]
updated_traits = traits_to_add + current_members_minus_new
updated_collection['members'] = updated_traits
updated_collection['num_members'] = len(updated_traits)
- updated_collection['changed_timestamp'] = datetime.datetime.utcnow().strftime('%b %d %Y %I:%M%p')
+ updated_collection['changed_timestamp'] = datetime.datetime.utcnow().strftime(
+ '%b %d %Y %I:%M%p')
updated_collections = []
for collection in self.user_collections:
@@ -265,7 +274,8 @@ class UserSession:
updated_collection['members'] = updated_traits
updated_collection['num_members'] = len(updated_traits)
- updated_collection['changed_timestamp'] = datetime.datetime.utcnow().strftime('%b %d %Y %I:%M%p')
+ updated_collection['changed_timestamp'] = datetime.datetime.utcnow().strftime(
+ '%b %d %Y %I:%M%p')
updated_collections = []
for collection in self.user_collections:
--
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