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-rw-r--r--wqflask/base/GeneralObject.py66
-rw-r--r--wqflask/base/__init__.py0
-rw-r--r--wqflask/base/data_set/__init__.py124
-rw-r--r--wqflask/base/data_set/dataset.py305
-rw-r--r--wqflask/base/data_set/datasetgroup.py195
-rw-r--r--wqflask/base/data_set/datasettype.py117
-rw-r--r--wqflask/base/data_set/genotypedataset.py76
-rw-r--r--wqflask/base/data_set/markers.py96
-rw-r--r--wqflask/base/data_set/mrnaassaydataset.py179
-rw-r--r--wqflask/base/data_set/phenotypedataset.py134
-rw-r--r--wqflask/base/data_set/probably_unused.py35
-rw-r--r--wqflask/base/data_set/tempdataset.py23
-rw-r--r--wqflask/base/data_set/utils.py80
-rw-r--r--wqflask/base/mrna_assay_tissue_data.py102
-rw-r--r--wqflask/base/species.py59
-rw-r--r--wqflask/base/trait.py613
-rw-r--r--wqflask/base/webqtlCaseData.py81
-rw-r--r--wqflask/base/webqtlConfig.py107
18 files changed, 0 insertions, 2392 deletions
diff --git a/wqflask/base/GeneralObject.py b/wqflask/base/GeneralObject.py
deleted file mode 100644
index ce8e60b8..00000000
--- a/wqflask/base/GeneralObject.py
+++ /dev/null
@@ -1,66 +0,0 @@
-# Copyright (C) University of Tennessee Health Science Center, Memphis, TN.
-#
-# This program is free software: you can redistribute it and/or modify it
-# under the terms of the GNU Affero General Public License
-# as published by the Free Software Foundation, either version 3 of the
-# License, or (at your option) any later version.
-#
-# This program is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
-# See the GNU Affero General Public License for more details.
-#
-# This program is available from Source Forge: at GeneNetwork Project
-# (sourceforge.net/projects/genenetwork/).
-#
-# Contact Drs. Robert W. Williams and Xiaodong Zhou (2010)
-# at rwilliams@uthsc.edu and xzhou15@uthsc.edu
-#
-#
-#
-# This module is used by GeneNetwork project (www.genenetwork.org)
-#
-# Created by GeneNetwork Core Team 2010/08/10
-#
-# Last updated by GeneNetwork Core Team 2010/10/20
-
-class GeneralObject:
- """
- Base class to define an Object.
- a = [Spam(1, 4), Spam(9, 3), Spam(4,6)]
- a.sort(key = lambda x: x.eggs)
- """
-
- def __init__(self, *args, **kw):
- self.contents = list(args)
- for name, value in list(kw.items()):
- setattr(self, name, value)
-
- def __setitem__(self, key, value):
- setattr(self, key, value)
-
- def __getitem__(self, key):
- return getattr(self, key)
-
- def __getattr__(self, key):
- return eval("self.__dict__.%s" % key)
-
- def __len__(self):
- return len(self.__dict__) - 1
-
- def __str__(self):
- s = ''
- for key in list(self.__dict__.keys()):
- if key != 'contents':
- s += '%s = %s\n' % (key, self.__dict__[key])
- return s
-
- def __repr__(self):
- s = ''
- for key in list(self.__dict__.keys()):
- s += '%s = %s\n' % (key, self.__dict__[key])
- return s
-
- def __eq__(self, other):
- return (len(list(self.__dict__.keys()))
- == len(list(other.__dict__.keys())))
diff --git a/wqflask/base/__init__.py b/wqflask/base/__init__.py
deleted file mode 100644
index e69de29b..00000000
--- a/wqflask/base/__init__.py
+++ /dev/null
diff --git a/wqflask/base/data_set/__init__.py b/wqflask/base/data_set/__init__.py
deleted file mode 100644
index 69eaab53..00000000
--- a/wqflask/base/data_set/__init__.py
+++ /dev/null
@@ -1,124 +0,0 @@
-"The data_set package ..."
-
-# builtins imports
-import json
-import pickle as pickle
-
-# 3rd-party imports
-from redis import Redis
-
-# local imports
-from .dataset import DataSet
-from base import webqtlConfig
-from utility.tools import get_setting, USE_REDIS
-from .datasettype import DatasetType
-from .tempdataset import TempDataSet
-from .datasetgroup import DatasetGroup
-from .utils import query_table_timestamp
-from .genotypedataset import GenotypeDataSet
-from .phenotypedataset import PhenotypeDataSet
-from .mrnaassaydataset import MrnaAssayDataSet
-from wqflask.database import database_connection
-
-# Used by create_database to instantiate objects
-# Each subclass will add to this
-
-DS_NAME_MAP = {
- "Temp": "TempDataSet",
- "Geno": "GenotypeDataSet",
- "Publish": "PhenotypeDataSet",
- "ProbeSet": "MrnaAssayDataSet"
-}
-
-def __dataset_type__(dataset_name):
- """Get dataset type."""
- if "Temp" in dataset_name:
- return "Temp"
- if "Geno" in dataset_name:
- return "Geno"
- if "Publish" in dataset_name:
- return "Publish"
- return "ProbeSet"
-
-def create_dataset(dataset_name, dataset_type=None,
- get_samplelist=True, group_name=None, redis_conn=Redis()):
- dataset_type = dataset_type or __dataset_type__(dataset_name)
-
- dataset_ob = DS_NAME_MAP[dataset_type]
- dataset_class = globals()[dataset_ob]
- if dataset_type == "Temp":
- return dataset_class(dataset_name, get_samplelist, group_name)
- else:
- return dataset_class(dataset_name, get_samplelist)
-
-def datasets(group_name, this_group=None, redis_conn=Redis()):
- key = "group_dataset_menu:v2:" + group_name
- dataset_menu = []
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute('''
- (SELECT '#PublishFreeze',PublishFreeze.FullName,PublishFreeze.Name
- FROM PublishFreeze,InbredSet
- WHERE PublishFreeze.InbredSetId = InbredSet.Id
- and InbredSet.Name = '%s'
- ORDER BY PublishFreeze.Id ASC)
- UNION
- (SELECT '#GenoFreeze',GenoFreeze.FullName,GenoFreeze.Name
- FROM GenoFreeze, InbredSet
- WHERE GenoFreeze.InbredSetId = InbredSet.Id
- and InbredSet.Name = '%s')
- UNION
- (SELECT Tissue.Name, ProbeSetFreeze.FullName,ProbeSetFreeze.Name
- FROM ProbeSetFreeze, ProbeFreeze, InbredSet, Tissue
- WHERE ProbeSetFreeze.ProbeFreezeId = ProbeFreeze.Id
- and ProbeFreeze.TissueId = Tissue.Id
- and ProbeFreeze.InbredSetId = InbredSet.Id
- and InbredSet.Name like %s
- ORDER BY Tissue.Name, ProbeSetFreeze.OrderList DESC)
- ''' % (group_name,
- group_name,
- "'" + group_name + "'"))
- the_results = cursor.fetchall()
-
- sorted_results = sorted(the_results, key=lambda kv: kv[0])
-
- # ZS: This is kind of awkward, but need to ensure Phenotypes show up before Genotypes in dropdown
- pheno_inserted = False
- geno_inserted = False
- for dataset_item in sorted_results:
- tissue_name = dataset_item[0]
- dataset = dataset_item[1]
- dataset_short = dataset_item[2]
- if tissue_name in ['#PublishFreeze', '#GenoFreeze']:
- if tissue_name == '#PublishFreeze' and (dataset_short == group_name + 'Publish'):
- dataset_menu.insert(
- 0, dict(tissue=None, datasets=[(dataset, dataset_short)]))
- pheno_inserted = True
- elif pheno_inserted and tissue_name == '#GenoFreeze':
- dataset_menu.insert(
- 1, dict(tissue=None, datasets=[(dataset, dataset_short)]))
- geno_inserted = True
- else:
- dataset_menu.append(
- dict(tissue=None, datasets=[(dataset, dataset_short)]))
- else:
- tissue_already_exists = False
- for i, tissue_dict in enumerate(dataset_menu):
- if tissue_dict['tissue'] == tissue_name:
- tissue_already_exists = True
- break
-
- if tissue_already_exists:
- dataset_menu[i]['datasets'].append((dataset, dataset_short))
- else:
- dataset_menu.append(dict(tissue=tissue_name,
- datasets=[(dataset, dataset_short)]))
-
- if USE_REDIS:
- redis_conn.set(key, pickle.dumps(dataset_menu, pickle.HIGHEST_PROTOCOL))
- redis_conn.expire(key, 60 * 5)
-
- if this_group != None:
- this_group._datasets = dataset_menu
- return this_group._datasets
- else:
- return dataset_menu
diff --git a/wqflask/base/data_set/dataset.py b/wqflask/base/data_set/dataset.py
deleted file mode 100644
index 435d74a9..00000000
--- a/wqflask/base/data_set/dataset.py
+++ /dev/null
@@ -1,305 +0,0 @@
-"Base Dataset class ..."
-
-import math
-import collections
-
-from redis import Redis
-
-from base import species
-from utility import chunks
-from utility.tools import get_setting
-from gn3.monads import MonadicDict, query_sql
-from pymonad.maybe import Maybe, Nothing
-from .datasetgroup import DatasetGroup
-from wqflask.database import database_connection
-from utility.db_tools import escape, mescape, create_in_clause
-from .utils import fetch_cached_results, cache_dataset_results
-
-
-class DataSet:
- """
- DataSet class defines a dataset in webqtl, can be either Microarray,
- Published phenotype, genotype, or user input dataset(temp)
-
- """
-
- def __init__(self, name, get_samplelist=True, group_name=None, redis_conn=Redis()):
-
- assert name, "Need a name"
- self.name = name
- self.id = None
- self.shortname = None
- self.fullname = None
- self.type = None
- self.data_scale = None # ZS: For example log2
- self.accession_id = Nothing
-
- self.setup()
-
- if self.type == "Temp": # Need to supply group name as input if temp trait
- # sets self.group and self.group_id and gets genotype
- self.group = DatasetGroup(self, name=group_name)
- else:
- self.check_confidentiality()
- self.retrieve_other_names()
- # sets self.group and self.group_id and gets genotype
- self.group = DatasetGroup(self)
- self.accession_id = self.get_accession_id()
- if get_samplelist == True:
- self.group.get_samplelist(redis_conn)
- self.species = species.TheSpecies(dataset=self)
-
- def as_monadic_dict(self):
- _result = MonadicDict({
- 'name': self.name,
- 'shortname': self.shortname,
- 'fullname': self.fullname,
- 'type': self.type,
- 'data_scale': self.data_scale,
- 'group': self.group.name
- })
- _result["accession_id"] = self.accession_id
- return _result
-
- def get_accession_id(self) -> Maybe[str]:
- """Get the accession_id of this dataset depending on the
- dataset type."""
- __query = ""
- with database_connection(get_setting("SQL_URI")) as conn:
- if self.type == "Publish":
- __query = (
- "SELECT InfoFiles.GN_AccesionId AS accession_id FROM "
- "InfoFiles, PublishFreeze, InbredSet "
- "WHERE InbredSet.Name = "
- f"'{conn.escape_string(self.group.name).decode()}' "
- "AND PublishFreeze.InbredSetId = InbredSet.Id "
- "AND InfoFiles.InfoPageName = PublishFreeze.Name "
- "AND PublishFreeze.public > 0 AND "
- "PublishFreeze.confidentiality < 1 "
- "ORDER BY PublishFreeze.CreateTime DESC"
- )
- elif self.type == "Geno":
- __query = (
- "SELECT InfoFiles.GN_AccesionId AS accession_id FROM "
- "InfoFiles, GenoFreeze, InbredSet WHERE InbredSet.Name = "
- f"'{conn.escape_string(self.group.name).decode()}' AND "
- "GenoFreeze.InbredSetId = InbredSet.Id "
- "AND InfoFiles.InfoPageName = GenoFreeze.ShortName "
- "AND GenoFreeze.public > 0 AND "
- "GenoFreeze.confidentiality < 1 "
- "ORDER BY GenoFreeze.CreateTime DESC"
- )
- elif self.type == "ProbeSet":
- __query = (
- "SELECT InfoFiles.GN_AccesionId AS accession_id "
- "FROM InfoFiles WHERE InfoFiles.InfoPageName = "
- f"'{conn.escape_string(self.name).decode()}'"
- )
- else: # The Value passed is not present
- raise LookupError
-
- # Should there be an empty row, query_sql returns a None
- # value instead of yielding a value; this block
- # accomodates this non-intuitive edge-case
- for result in query_sql(conn, __query) or ():
- return result["accession_id"]
- return Nothing
-
- def retrieve_other_names(self):
- """This method fetches the the dataset names in search_result.
-
- If the data set name parameter is not found in the 'Name' field of
- the data set table, check if it is actually the FullName or
- ShortName instead.
-
- This is not meant to retrieve the data set info if no name at
- all is passed.
-
- """
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- try:
- if self.type == "ProbeSet":
- cursor.execute(
- "SELECT ProbeSetFreeze.Id, ProbeSetFreeze.Name, "
- "ProbeSetFreeze.FullName, ProbeSetFreeze.ShortName, "
- "ProbeSetFreeze.DataScale, Tissue.Name "
- "FROM ProbeSetFreeze, ProbeFreeze, Tissue "
- "WHERE ProbeSetFreeze.ProbeFreezeId = ProbeFreeze.Id "
- "AND ProbeFreeze.TissueId = Tissue.Id "
- "AND (ProbeSetFreeze.Name = %s OR "
- "ProbeSetFreeze.FullName = %s "
- "OR ProbeSetFreeze.ShortName = %s)",
- (self.name,)*3)
- (self.id, self.name, self.fullname, self.shortname,
- self.data_scale, self.tissue) = cursor.fetchone()
- else:
- self.tissue = "N/A"
- cursor.execute(
- "SELECT Id, Name, FullName, ShortName "
- f"FROM {self.type}Freeze "
- "WHERE (Name = %s OR FullName = "
- "%s OR ShortName = %s)",
- (self.name,)*3)
- (self.id, self.name, self.fullname,
- self.shortname) = cursor.fetchone()
- except TypeError:
- pass
-
- def chunk_dataset(self, dataset, n):
-
- results = {}
- traits_name_dict = ()
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute(
- "SELECT ProbeSetXRef.DataId,ProbeSet.Name "
- "FROM ProbeSet, ProbeSetXRef, ProbeSetFreeze "
- "WHERE ProbeSetFreeze.Name = %s AND "
- "ProbeSetXRef.ProbeSetFreezeId = ProbeSetFreeze.Id "
- "AND ProbeSetXRef.ProbeSetId = ProbeSet.Id",
- (self.name,))
- # should cache this
- traits_name_dict = dict(cursor.fetchall())
-
- for i in range(0, len(dataset), n):
- matrix = list(dataset[i:i + n])
- trait_name = traits_name_dict[matrix[0][0]]
-
- my_values = [value for (trait_name, strain, value) in matrix]
- results[trait_name] = my_values
- return results
-
- def get_probeset_data(self, sample_list=None, trait_ids=None):
-
- # improvement of get trait data--->>>
- if sample_list:
- self.samplelist = sample_list
-
- else:
- self.samplelist = self.group.samplelist
-
- if self.group.parlist != None and self.group.f1list != None:
- if (self.group.parlist + self.group.f1list) in self.samplelist:
- self.samplelist += self.group.parlist + self.group.f1list
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute(
- "SELECT Strain.Name, Strain.Id FROM "
- "Strain, Species WHERE Strain.Name IN "
- f"{create_in_clause(self.samplelist)} "
- "AND Strain.SpeciesId=Species.Id AND "
- "Species.name = %s", (self.group.species,)
- )
- results = dict(cursor.fetchall())
- sample_ids = [results[item] for item in self.samplelist]
-
- sorted_samplelist = [strain_name for strain_name, strain_id in sorted(
- results.items(), key=lambda item: item[1])]
-
- cursor.execute(
- "SELECT * from ProbeSetData WHERE StrainID IN "
- f"{create_in_clause(sample_ids)} AND id IN "
- "(SELECT ProbeSetXRef.DataId FROM "
- "(ProbeSet, ProbeSetXRef, ProbeSetFreeze) "
- "WHERE ProbeSetXRef.ProbeSetFreezeId = ProbeSetFreeze.Id "
- "AND ProbeSetFreeze.Name = %s AND "
- "ProbeSet.Id = ProbeSetXRef.ProbeSetId)",
- (self.name,)
- )
-
- query_results = list(cursor.fetchall())
- data_results = self.chunk_dataset(query_results, len(sample_ids))
- self.samplelist = sorted_samplelist
- self.trait_data = data_results
-
- def get_trait_data(self, sample_list=None):
- if sample_list:
- self.samplelist = sample_list
- else:
- self.samplelist = self.group.samplelist
-
- if self.group.parlist != None and self.group.f1list != None:
- if (self.group.parlist + self.group.f1list) in self.samplelist:
- self.samplelist += self.group.parlist + self.group.f1list
-
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute(
- "SELECT Strain.Name, Strain.Id FROM Strain, Species "
- f"WHERE Strain.Name IN {create_in_clause(self.samplelist)} "
- "AND Strain.SpeciesId=Species.Id "
- "AND Species.name = %s",
- (self.group.species,)
- )
- results = dict(cursor.fetchall())
- sample_ids = [
- sample_id for sample_id in
- (results.get(item) for item in self.samplelist
- if item is not None)
- if sample_id is not None
- ]
-
- # MySQL limits the number of tables that can be used in a join to 61,
- # so we break the sample ids into smaller chunks
- # Postgres doesn't have that limit, so we can get rid of this after we transition
- chunk_size = 50
- number_chunks = int(math.ceil(len(sample_ids) / chunk_size))
-
- cached_results = fetch_cached_results(self.name, self.type, self.samplelist)
-
- if cached_results is None:
- trait_sample_data = []
- for sample_ids_step in chunks.divide_into_chunks(sample_ids, number_chunks):
- if self.type == "Publish":
- dataset_type = "Phenotype"
- else:
- dataset_type = self.type
- temp = ['T%s.value' % item for item in sample_ids_step]
- if self.type == "Publish":
- query = "SELECT {}XRef.Id".format(escape(self.type))
- else:
- query = "SELECT {}.Name".format(escape(dataset_type))
- data_start_pos = 1
- if len(temp) > 0:
- query = query + ", " + ', '.join(temp)
- query += ' FROM ({}, {}XRef, {}Freeze) '.format(*mescape(dataset_type,
- self.type,
- self.type))
-
- for item in sample_ids_step:
- query += """
- left join {}Data as T{} on T{}.Id = {}XRef.DataId
- and T{}.StrainId={}\n
- """.format(*mescape(self.type, item, item, self.type, item, item))
-
- if self.type == "Publish":
- query += """
- WHERE {}XRef.InbredSetId = {}Freeze.InbredSetId
- and {}Freeze.Name = '{}'
- and {}.Id = {}XRef.{}Id
- order by {}.Id
- """.format(*mescape(self.type, self.type, self.type, self.name,
- dataset_type, self.type, dataset_type, dataset_type))
- else:
- query += """
- WHERE {}XRef.{}FreezeId = {}Freeze.Id
- and {}Freeze.Name = '{}'
- and {}.Id = {}XRef.{}Id
- order by {}.Id
- """.format(*mescape(self.type, self.type, self.type, self.type,
- self.name, dataset_type, self.type, self.type, dataset_type))
- cursor.execute(query)
- results = cursor.fetchall()
- trait_sample_data.append([list(result) for result in results])
-
- trait_count = len(trait_sample_data[0])
- self.trait_data = collections.defaultdict(list)
-
- data_start_pos = 1
- for trait_counter in range(trait_count):
- trait_name = trait_sample_data[0][trait_counter][0]
- for chunk_counter in range(int(number_chunks)):
- self.trait_data[trait_name] += (
- trait_sample_data[chunk_counter][trait_counter][data_start_pos:])
-
- cache_dataset_results(
- self.name, self.type, self.samplelist, self.trait_data)
- else:
- self.trait_data = cached_results
diff --git a/wqflask/base/data_set/datasetgroup.py b/wqflask/base/data_set/datasetgroup.py
deleted file mode 100644
index 95dc976f..00000000
--- a/wqflask/base/data_set/datasetgroup.py
+++ /dev/null
@@ -1,195 +0,0 @@
-"Dataset Group class ..."
-
-import os
-import json
-
-
-from base import webqtlConfig
-from .markers import Markers, HumanMarkers
-from utility import webqtlUtil
-from utility import gen_geno_ob
-from db import webqtlDatabaseFunction
-from maintenance import get_group_samplelists
-from wqflask.database import database_connection
-from utility.tools import (
- locate,
- USE_REDIS,
- flat_files,
- get_setting,
- flat_file_exists,
- locate_ignore_error)
-
-class DatasetGroup:
- """
- Each group has multiple datasets; each species has multiple groups.
-
- For example, Mouse has multiple groups (BXD, BXA, etc), and each group
- has multiple datasets associated with it.
-
- """
-
- def __init__(self, dataset, name=None):
- """This sets self.group and self.group_id"""
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- if not name:
- cursor.execute(dataset.query_for_group,
- (dataset.name,))
- else:
- cursor.execute(
- "SELECT InbredSet.Name, "
- "InbredSet.Id, "
- "InbredSet.GeneticType, "
- "InbredSet.InbredSetCode "
- "FROM InbredSet WHERE Name = %s",
- (name,))
- results = cursor.fetchone()
- if results:
- (self.name, self.id, self.genetic_type, self.code) = results
- else:
- self.name = name or dataset.name
- if self.name == 'BXD300':
- self.name = "BXD"
-
- self.f1list = None
- self.parlist = None
- self.get_f1_parent_strains()
-
- self.mapping_id, self.mapping_names = self.get_mapping_methods()
-
- self.species = webqtlDatabaseFunction.retrieve_species(self.name)
-
- self.incparentsf1 = False
- self.allsamples = None
- self._datasets = None
- self.genofile = None
-
- def get_mapping_methods(self):
- mapping_id = ()
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute(
- "SELECT MappingMethodId FROM "
- "InbredSet WHERE Name= %s",
- (self.name,))
- results = cursor.fetchone()
- if results and results[0]:
- mapping_id = results[0]
- if mapping_id == "1":
- mapping_names = ["GEMMA", "QTLReaper", "R/qtl"]
- elif mapping_id == "2":
- mapping_names = ["GEMMA"]
- elif mapping_id == "3":
- mapping_names = ["R/qtl"]
- elif mapping_id == "4":
- mapping_names = ["GEMMA", "PLINK"]
- else:
- mapping_names = []
-
- return mapping_id, mapping_names
-
- def get_markers(self):
- def check_plink_gemma():
- if flat_file_exists("mapping"):
- MAPPING_PATH = flat_files("mapping") + "/"
- if os.path.isfile(MAPPING_PATH + self.name + ".bed"):
- return True
- return False
-
- if check_plink_gemma():
- marker_class = HumanMarkers
- else:
- marker_class = Markers
-
- if self.genofile:
- self.markers = marker_class(self.genofile[:-5])
- else:
- self.markers = marker_class(self.name)
-
- def get_f1_parent_strains(self):
- try:
- # NL, 07/27/2010. ParInfo has been moved from webqtlForm.py to webqtlUtil.py;
- f1, f12, maternal, paternal = webqtlUtil.ParInfo[self.name]
- except KeyError:
- f1 = f12 = maternal = paternal = None
-
- if f1 and f12:
- self.f1list = [f1, f12]
- if maternal and paternal:
- self.parlist = [maternal, paternal]
-
- def get_study_samplelists(self):
- study_sample_file = locate_ignore_error(
- self.name + ".json", 'study_sample_lists')
- try:
- f = open(study_sample_file)
- except:
- return []
- study_samples = json.load(f)
- return study_samples
-
- def get_genofiles(self):
- jsonfile = "%s/%s.json" % (webqtlConfig.GENODIR, self.name)
- try:
- f = open(jsonfile)
- except:
- return None
- jsondata = json.load(f)
- return jsondata['genofile']
-
- def get_samplelist(self, redis_conn):
- result = None
- key = "samplelist:v3:" + self.name
- if USE_REDIS:
- result = redis_conn.get(key)
-
- if result is not None:
- self.samplelist = json.loads(result)
- else:
- genotype_fn = locate_ignore_error(self.name + ".geno", 'genotype')
- if genotype_fn:
- self.samplelist = get_group_samplelists.get_samplelist(
- "geno", genotype_fn)
- else:
- self.samplelist = None
-
- if USE_REDIS:
- redis_conn.set(key, json.dumps(self.samplelist))
- redis_conn.expire(key, 60 * 5)
-
- def all_samples_ordered(self):
- result = []
- lists = (self.parlist, self.f1list, self.samplelist)
- [result.extend(l) for l in lists if l]
- return result
-
- def read_genotype_file(self, use_reaper=False):
- '''Read genotype from .geno file instead of database'''
- # genotype_1 is Dataset Object without parents and f1
- # genotype_2 is Dataset Object with parents and f1 (not for intercross)
-
- # reaper barfs on unicode filenames, so here we ensure it's a string
- if self.genofile:
- if "RData" in self.genofile: # ZS: This is a temporary fix; I need to change the way the JSON files that point to multiple genotype files are structured to point to other file types like RData
- full_filename = str(
- locate(self.genofile.split(".")[0] + ".geno", 'genotype'))
- else:
- full_filename = str(locate(self.genofile, 'genotype'))
- else:
- full_filename = str(locate(self.name + '.geno', 'genotype'))
- genotype_1 = gen_geno_ob.genotype(full_filename)
-
- if genotype_1.type == "group" and self.parlist:
- genotype_2 = genotype_1.add(
- Mat=self.parlist[0], Pat=self.parlist[1]) # , F1=_f1)
- else:
- genotype_2 = genotype_1
-
- # determine default genotype object
- if self.incparentsf1 and genotype_1.type != "intercross":
- genotype = genotype_2
- else:
- self.incparentsf1 = 0
- genotype = genotype_1
-
- self.samplelist = list(genotype.prgy)
-
- return genotype
diff --git a/wqflask/base/data_set/datasettype.py b/wqflask/base/data_set/datasettype.py
deleted file mode 100644
index 05f0f564..00000000
--- a/wqflask/base/data_set/datasettype.py
+++ /dev/null
@@ -1,117 +0,0 @@
-"DatasetType class ..."
-
-import json
-import requests
-from typing import Optional, Dict
-
-
-from redis import Redis
-
-
-from utility.tools import GN2_BASE_URL
-from wqflask.database import database_connection
-
-
-class DatasetType:
- """Create a dictionary of samples where the value is set to Geno,
- Publish or ProbeSet. E.g.
-
- {'AD-cases-controls-MyersGeno': 'Geno',
- 'AD-cases-controls-MyersPublish': 'Publish',
- 'AKXDGeno': 'Geno',
- 'AXBXAGeno': 'Geno',
- 'AXBXAPublish': 'Publish',
- 'Aging-Brain-UCIPublish': 'Publish',
- 'All Phenotypes': 'Publish',
- 'B139_K_1206_M': 'ProbeSet',
- 'B139_K_1206_R': 'ProbeSet' ...
- }
- """
-
- def __init__(self, redis_conn):
- "Initialise the object"
- self.datasets = {}
- self.data = {}
- # self.redis_instance = redis_instance
- data = redis_conn.get("dataset_structure")
- if data:
- self.datasets = json.loads(data)
- else:
- # ZS: I don't think this should ever run unless Redis is
- # emptied
- try:
- data = json.loads(requests.get(
- GN2_BASE_URL + "/api/v_pre1/gen_dropdown",
- timeout=5).content)
- for _species in data['datasets']:
- for group in data['datasets'][_species]:
- for dataset_type in data['datasets'][_species][group]:
- for dataset in data['datasets'][_species][group][dataset_type]:
- short_dataset_name = dataset[1]
- if dataset_type == "Phenotypes":
- new_type = "Publish"
- elif dataset_type == "Genotypes":
- new_type = "Geno"
- else:
- new_type = "ProbeSet"
- self.datasets[short_dataset_name] = new_type
- except Exception: # Do nothing
- pass
-
- redis_conn.set("dataset_structure", json.dumps(self.datasets))
- self.data = data
-
- def set_dataset_key(self, t, name, redis_conn, db_cursor):
- """If name is not in the object's dataset dictionary, set it, and
- update dataset_structure in Redis
- args:
- t: Type of dataset structure which can be: 'mrna_expr', 'pheno',
- 'other_pheno', 'geno'
- name: The name of the key to inserted in the datasets dictionary
-
- """
- sql_query_mapping = {
- 'mrna_expr': ("SELECT ProbeSetFreeze.Id FROM "
- "ProbeSetFreeze WHERE "
- "ProbeSetFreeze.Name = %s "),
- 'pheno': ("SELECT InfoFiles.GN_AccesionId "
- "FROM InfoFiles, PublishFreeze, InbredSet "
- "WHERE InbredSet.Name = %s AND "
- "PublishFreeze.InbredSetId = InbredSet.Id AND "
- "InfoFiles.InfoPageName = PublishFreeze.Name"),
- 'other_pheno': ("SELECT PublishFreeze.Name "
- "FROM PublishFreeze, InbredSet "
- "WHERE InbredSet.Name = %s AND "
- "PublishFreeze.InbredSetId = InbredSet.Id"),
- 'geno': ("SELECT GenoFreeze.Id FROM GenoFreeze WHERE "
- "GenoFreeze.Name = %s ")
- }
-
- dataset_name_mapping = {
- "mrna_expr": "ProbeSet",
- "pheno": "Publish",
- "other_pheno": "Publish",
- "geno": "Geno",
- }
-
- group_name = name
- if t in ['pheno', 'other_pheno']:
- group_name = name.replace("Publish", "")
-
- db_cursor.execute(sql_query_mapping[t], (group_name,))
- if db_cursor.fetchone():
- self.datasets[name] = dataset_name_mapping[t]
- redis_conn.set(
- "dataset_structure", json.dumps(self.datasets))
- return True
-
-
- def __call__(self, name, redis_conn, db_cursor):
- if name not in self.datasets:
- for t in ["mrna_expr", "pheno", "other_pheno", "geno"]:
- # This has side-effects, with the end result being a
- # truth-y value
- if(self.set_dataset_key(t, name, redis_conn, db_cursor)):
- break
- # Return None if name has not been set
- return self.datasets.get(name, None)
diff --git a/wqflask/base/data_set/genotypedataset.py b/wqflask/base/data_set/genotypedataset.py
deleted file mode 100644
index b903cd72..00000000
--- a/wqflask/base/data_set/genotypedataset.py
+++ /dev/null
@@ -1,76 +0,0 @@
-"GenotypeDataSet class ..."
-
-from .dataset import DataSet
-from utility import webqtlUtil
-from utility.tools import get_setting
-from db import webqtlDatabaseFunction
-from .utils import geno_mrna_confidentiality
-from wqflask.database import database_connection
-
-class GenotypeDataSet(DataSet):
-
- def setup(self):
- # Fields in the database table
- self.search_fields = ['Name',
- 'Chr']
-
- # Find out what display_fields is
- self.display_fields = ['name',
- 'chr',
- 'mb',
- 'source2',
- 'sequence']
-
- # Fields displayed in the search results table header
- self.header_fields = ['Index',
- 'ID',
- 'Location']
-
- # Todo: Obsolete or rename this field
- self.type = 'Geno'
- self.query_for_group = """
-SELECT InbredSet.Name, InbredSet.Id, InbredSet.GeneticType, InbredSet.InbredSetCode
-FROM InbredSet, GenoFreeze WHERE GenoFreeze.InbredSetId = InbredSet.Id AND
-GenoFreeze.Name = %s"""
-
- def check_confidentiality(self):
- return geno_mrna_confidentiality(self)
-
- def get_trait_info(self, trait_list, species=None):
- for this_trait in trait_list:
- if not this_trait.haveinfo:
- this_trait.retrieveInfo()
-
- if this_trait.chr and this_trait.mb:
- this_trait.location_repr = 'Chr%s: %.6f' % (
- this_trait.chr, float(this_trait.mb))
-
- def retrieve_sample_data(self, trait):
- results = []
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute(
- "SELECT Strain.Name, GenoData.value, "
- "GenoSE.error, 'N/A', Strain.Name2 "
- "FROM (GenoData, GenoFreeze, Strain, Geno, "
- "GenoXRef) LEFT JOIN GenoSE ON "
- "(GenoSE.DataId = GenoData.Id AND "
- "GenoSE.StrainId = GenoData.StrainId) "
- "WHERE Geno.SpeciesId = %s AND "
- "Geno.Name = %s AND GenoXRef.GenoId = Geno.Id "
- "AND GenoXRef.GenoFreezeId = GenoFreeze.Id "
- "AND GenoFreeze.Name = %s AND "
- "GenoXRef.DataId = GenoData.Id "
- "AND GenoData.StrainId = Strain.Id "
- "ORDER BY Strain.Name",
- (webqtlDatabaseFunction.retrieve_species_id(self.group.name),
- trait, self.name,))
- results = list(cursor.fetchall())
-
- if self.group.name in webqtlUtil.ParInfo:
- f1_1, f1_2, ref, nonref = webqtlUtil.ParInfo[self.group.name]
- results.append([f1_1, 0, None, "N/A", f1_1])
- results.append([f1_2, 0, None, "N/A", f1_2])
- results.append([ref, -1, None, "N/A", ref])
- results.append([nonref, 1, None, "N/A", nonref])
-
- return results
diff --git a/wqflask/base/data_set/markers.py b/wqflask/base/data_set/markers.py
deleted file mode 100644
index 6f56445e..00000000
--- a/wqflask/base/data_set/markers.py
+++ /dev/null
@@ -1,96 +0,0 @@
-"Base Class: Markers - "
-
-import math
-
-from utility.tools import locate, flat_files
-
-class Markers:
- """Todo: Build in cacheing so it saves us reading the same file more than once"""
-
- def __init__(self, name):
- json_data_fh = open(locate(name + ".json", 'genotype/json'))
-
- markers = []
- with open("%s/%s_snps.txt" % (flat_files('genotype/bimbam'), name), 'r') as bimbam_fh:
- if len(bimbam_fh.readline().split(", ")) > 2:
- delimiter = ", "
- elif len(bimbam_fh.readline().split(",")) > 2:
- delimiter = ","
- elif len(bimbam_fh.readline().split("\t")) > 2:
- delimiter = "\t"
- else:
- delimiter = " "
- for line in bimbam_fh:
- marker = {}
- marker['name'] = line.split(delimiter)[0].rstrip()
- marker['Mb'] = float(line.split(delimiter)[
- 1].rstrip()) / 1000000
- marker['chr'] = line.split(delimiter)[2].rstrip()
- markers.append(marker)
-
- for marker in markers:
- if (marker['chr'] != "X") and (marker['chr'] != "Y") and (marker['chr'] != "M"):
- marker['chr'] = int(marker['chr'])
- marker['Mb'] = float(marker['Mb'])
-
- self.markers = markers
-
- def add_pvalues(self, p_values):
- if isinstance(p_values, list):
- # THIS IS only needed for the case when we are limiting the number of p-values calculated
- # if len(self.markers) > len(p_values):
- # self.markers = self.markers[:len(p_values)]
-
- for marker, p_value in zip(self.markers, p_values):
- if not p_value:
- continue
- marker['p_value'] = float(p_value)
- if math.isnan(marker['p_value']) or marker['p_value'] <= 0:
- marker['lod_score'] = 0
- marker['lrs_value'] = 0
- else:
- marker['lod_score'] = -math.log10(marker['p_value'])
- # Using -log(p) for the LRS; need to ask Rob how he wants to get LRS from p-values
- marker['lrs_value'] = -math.log10(marker['p_value']) * 4.61
- elif isinstance(p_values, dict):
- filtered_markers = []
- for marker in self.markers:
- if marker['name'] in p_values:
- marker['p_value'] = p_values[marker['name']]
- if math.isnan(marker['p_value']) or (marker['p_value'] <= 0):
- marker['lod_score'] = 0
- marker['lrs_value'] = 0
- else:
- marker['lod_score'] = -math.log10(marker['p_value'])
- # Using -log(p) for the LRS; need to ask Rob how he wants to get LRS from p-values
- marker['lrs_value'] = - \
- math.log10(marker['p_value']) * 4.61
- filtered_markers.append(marker)
- self.markers = filtered_markers
-
-
-class HumanMarkers(Markers):
- "Markers for humans ..."
-
- def __init__(self, name, specified_markers=[]):
- marker_data_fh = open(flat_files('mapping') + '/' + name + '.bim')
- self.markers = []
- for line in marker_data_fh:
- splat = line.strip().split()
- if len(specified_markers) > 0:
- if splat[1] in specified_markers:
- marker = {}
- marker['chr'] = int(splat[0])
- marker['name'] = splat[1]
- marker['Mb'] = float(splat[3]) / 1000000
- else:
- continue
- else:
- marker = {}
- marker['chr'] = int(splat[0])
- marker['name'] = splat[1]
- 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/data_set/mrnaassaydataset.py b/wqflask/base/data_set/mrnaassaydataset.py
deleted file mode 100644
index 4eb998b5..00000000
--- a/wqflask/base/data_set/mrnaassaydataset.py
+++ /dev/null
@@ -1,179 +0,0 @@
-"MrnaAssayDataSet class ..."
-
-import codecs
-
-
-from .dataset import DataSet
-from .utils import geno_mrna_confidentiality
-from wqflask.database import database_connection
-from utility.tools import get_setting
-
-class MrnaAssayDataSet(DataSet):
- '''
- An mRNA Assay is a quantitative assessment (assay) associated with an mRNA trait
-
- This used to be called ProbeSet, but that term only refers specifically to the Affymetrix
- platform and is far too specific.
-
- '''
-
- def setup(self):
- # Fields in the database table
- self.search_fields = ['Name',
- 'Description',
- 'Probe_Target_Description',
- 'Symbol',
- 'Alias',
- 'GenbankId',
- 'UniGeneId',
- 'RefSeq_TranscriptId']
-
- # Find out what display_fields is
- self.display_fields = ['name', 'symbol',
- 'description', 'probe_target_description',
- 'chr', 'mb',
- 'alias', 'geneid',
- 'genbankid', 'unigeneid',
- 'omim', 'refseq_transcriptid',
- 'blatseq', 'targetseq',
- 'chipid', 'comments',
- 'strand_probe', 'strand_gene',
- 'proteinid', 'uniprotid',
- 'probe_set_target_region',
- 'probe_set_specificity',
- 'probe_set_blat_score',
- 'probe_set_blat_mb_start',
- 'probe_set_blat_mb_end',
- 'probe_set_strand',
- 'probe_set_note_by_rw',
- 'flag']
-
- # Fields displayed in the search results table header
- self.header_fields = ['Index',
- 'Record',
- 'Symbol',
- 'Description',
- 'Location',
- 'Mean',
- 'Max LRS',
- 'Max LRS Location',
- 'Additive Effect']
-
- # Todo: Obsolete or rename this field
- self.type = 'ProbeSet'
- self.query_for_group = """
-SELECT InbredSet.Name, InbredSet.Id, InbredSet.GeneticType, InbredSet.InbredSetCode
-FROM InbredSet, ProbeSetFreeze, ProbeFreeze WHERE ProbeFreeze.InbredSetId = InbredSet.Id AND
-ProbeFreeze.Id = ProbeSetFreeze.ProbeFreezeId AND ProbeSetFreeze.Name = %s"""
-
- def check_confidentiality(self):
- return geno_mrna_confidentiality(self)
-
- def get_trait_info(self, trait_list=None, species=''):
-
- # Note: setting trait_list to [] is probably not a great idea.
- if not trait_list:
- trait_list = []
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- for this_trait in trait_list:
-
- if not this_trait.haveinfo:
- this_trait.retrieveInfo(QTL=1)
-
- if not this_trait.symbol:
- this_trait.symbol = "N/A"
-
- # XZ, 12/08/2008: description
- # XZ, 06/05/2009: Rob asked to add probe target description
- description_string = str(
- str(this_trait.description).strip(codecs.BOM_UTF8), 'utf-8')
- target_string = str(
- str(this_trait.probe_target_description).strip(codecs.BOM_UTF8), 'utf-8')
-
- if len(description_string) > 1 and description_string != 'None':
- description_display = description_string
- else:
- description_display = this_trait.symbol
-
- if (len(description_display) > 1 and description_display != 'N/A'
- and len(target_string) > 1 and target_string != 'None'):
- description_display = description_display + '; ' + target_string.strip()
-
- # Save it for the jinja2 template
- this_trait.description_display = description_display
-
- if this_trait.chr and this_trait.mb:
- this_trait.location_repr = 'Chr%s: %.6f' % (
- this_trait.chr, float(this_trait.mb))
-
- # Get mean expression value
- cursor.execute(
- "SELECT ProbeSetXRef.mean FROM "
- "ProbeSetXRef, ProbeSet WHERE "
- "ProbeSetXRef.ProbeSetFreezeId = %s "
- "AND ProbeSet.Id = ProbeSetXRef.ProbeSetId "
- "AND ProbeSet.Name = %s",
- (str(this_trait.dataset.id), this_trait.name,)
- )
- result = cursor.fetchone()
-
- mean = result[0] if result else 0
-
- if mean:
- this_trait.mean = "%2.3f" % mean
-
- # LRS and its location
- this_trait.LRS_score_repr = 'N/A'
- this_trait.LRS_location_repr = 'N/A'
-
- # Max LRS and its Locus location
- if this_trait.lrs and this_trait.locus:
- cursor.execute(
- "SELECT Geno.Chr, Geno.Mb FROM "
- "Geno, Species WHERE "
- "Species.Name = %s AND "
- "Geno.Name = %s AND "
- "Geno.SpeciesId = Species.Id",
- (species, this_trait.locus,)
- )
- if result := cursor.fetchone():
- lrs_chr, lrs_mb = result
- this_trait.LRS_score_repr = '%3.1f' % this_trait.lrs
- this_trait.LRS_location_repr = 'Chr%s: %.6f' % (
- lrs_chr, float(lrs_mb))
-
- return trait_list
-
- def retrieve_sample_data(self, trait):
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute(
- "SELECT Strain.Name, ProbeSetData.value, "
- "ProbeSetSE.error, NStrain.count, "
- "Strain.Name2 FROM (ProbeSetData, "
- "ProbeSetFreeze, Strain, ProbeSet, "
- "ProbeSetXRef) LEFT JOIN ProbeSetSE ON "
- "(ProbeSetSE.DataId = ProbeSetData.Id AND "
- "ProbeSetSE.StrainId = ProbeSetData.StrainId) "
- "LEFT JOIN NStrain ON "
- "(NStrain.DataId = ProbeSetData.Id AND "
- "NStrain.StrainId = ProbeSetData.StrainId) "
- "WHERE ProbeSet.Name = %s AND "
- "ProbeSetXRef.ProbeSetId = ProbeSet.Id "
- "AND ProbeSetXRef.ProbeSetFreezeId = ProbeSetFreeze.Id "
- "AND ProbeSetFreeze.Name = %s AND "
- "ProbeSetXRef.DataId = ProbeSetData.Id "
- "AND ProbeSetData.StrainId = Strain.Id "
- "ORDER BY Strain.Name",
- (trait, self.name,)
- )
- return cursor.fetchall()
-
- def retrieve_genes(self, column_name):
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute(
- f"SELECT ProbeSet.Name, ProbeSet.{column_name} "
- "FROM ProbeSet,ProbeSetXRef WHERE "
- "ProbeSetXRef.ProbeSetFreezeId = %s "
- "AND ProbeSetXRef.ProbeSetId=ProbeSet.Id",
- (str(self.id),))
- return dict(cursor.fetchall())
diff --git a/wqflask/base/data_set/phenotypedataset.py b/wqflask/base/data_set/phenotypedataset.py
deleted file mode 100644
index 5a39418a..00000000
--- a/wqflask/base/data_set/phenotypedataset.py
+++ /dev/null
@@ -1,134 +0,0 @@
-"PhenotypeDataSet class ..."
-
-from .dataset import DataSet
-from base import webqtlConfig
-from utility.tools import get_setting
-from wqflask.database import database_connection
-
-class PhenotypeDataSet(DataSet):
-
- def setup(self):
- # Fields in the database table
- self.search_fields = ['Phenotype.Post_publication_description',
- 'Phenotype.Pre_publication_description',
- 'Phenotype.Pre_publication_abbreviation',
- 'Phenotype.Post_publication_abbreviation',
- 'PublishXRef.mean',
- 'Phenotype.Lab_code',
- 'Publication.PubMed_ID',
- 'Publication.Abstract',
- 'Publication.Title',
- 'Publication.Authors',
- 'PublishXRef.Id']
-
- # Figure out what display_fields is
- self.display_fields = ['name', 'group_code',
- 'pubmed_id',
- 'pre_publication_description',
- 'post_publication_description',
- 'original_description',
- 'pre_publication_abbreviation',
- 'post_publication_abbreviation',
- 'mean',
- 'lab_code',
- 'submitter', 'owner',
- 'authorized_users',
- 'authors', 'title',
- 'abstract', 'journal',
- 'volume', 'pages',
- 'month', 'year',
- 'sequence', 'units', 'comments']
-
- # Fields displayed in the search results table header
- self.header_fields = ['Index',
- 'Record',
- 'Description',
- 'Authors',
- 'Year',
- 'Max LRS',
- 'Max LRS Location',
- 'Additive Effect']
-
- self.type = 'Publish'
- self.query_for_group = """
-SELECT InbredSet.Name, InbredSet.Id, InbredSet.GeneticType, InbredSet.InbredSetCode FROM InbredSet, PublishFreeze WHERE PublishFreeze.InbredSetId = InbredSet.Id AND PublishFreeze.Name = %s"""
-
- def check_confidentiality(self):
- # (Urgently?) Need to write this
- pass
-
- def get_trait_info(self, trait_list, species=''):
- for this_trait in trait_list:
-
- if not this_trait.haveinfo:
- this_trait.retrieve_info(get_qtl_info=True)
-
- description = this_trait.post_publication_description
-
- # If the dataset is confidential and the user has access to confidential
- # phenotype traits, then display the pre-publication description instead
- # of the post-publication description
- if this_trait.confidential:
- this_trait.description_display = ""
- continue # for now, because no authorization features
-
- if not webqtlUtil.hasAccessToConfidentialPhenotypeTrait(
- privilege=self.privilege,
- userName=self.userName,
- authorized_users=this_trait.authorized_users):
-
- description = this_trait.pre_publication_description
-
- if len(description) > 0:
- this_trait.description_display = description.strip()
- else:
- this_trait.description_display = ""
-
- if not this_trait.year.isdigit():
- this_trait.pubmed_text = "N/A"
- else:
- this_trait.pubmed_text = this_trait.year
-
- if this_trait.pubmed_id:
- this_trait.pubmed_link = webqtlConfig.PUBMEDLINK_URL % this_trait.pubmed_id
-
- # LRS and its location
- this_trait.LRS_score_repr = "N/A"
- this_trait.LRS_location_repr = "N/A"
-
- if this_trait.lrs:
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute(
- "SELECT Geno.Chr, Geno.Mb FROM "
- "Geno, Species WHERE "
- "Species.Name = %s AND "
- "Geno.Name = %s AND "
- "Geno.SpeciesId = Species.Id",
- (species, this_trait.locus,)
- )
- if result := cursor.fetchone():
- if result[0] and result[1]:
- LRS_Chr, LRS_Mb = result[0], result[1]
- this_trait.LRS_score_repr = LRS_score_repr = '%3.1f' % this_trait.lrs
- this_trait.LRS_location_repr = LRS_location_repr = 'Chr%s: %.6f' % (
- LRS_Chr, float(LRS_Mb))
-
- def retrieve_sample_data(self, trait):
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute(
- "SELECT Strain.Name, PublishData.value, "
- "PublishSE.error, NStrain.count, "
- "Strain.Name2 FROM (PublishData, Strain, "
- "PublishXRef, PublishFreeze) LEFT JOIN "
- "PublishSE ON "
- "(PublishSE.DataId = PublishData.Id "
- "AND PublishSE.StrainId = PublishData.StrainId) "
- "LEFT JOIN NStrain ON "
- "(NStrain.DataId = PublishData.Id AND "
- "NStrain.StrainId = PublishData.StrainId) "
- "WHERE PublishXRef.InbredSetId = PublishFreeze.InbredSetId "
- "AND PublishData.Id = PublishXRef.DataId AND "
- "PublishXRef.Id = %s AND PublishFreeze.Id = %s "
- "AND PublishData.StrainId = Strain.Id "
- "ORDER BY Strain.Name", (trait, self.id))
- return cursor.fetchall()
diff --git a/wqflask/base/data_set/probably_unused.py b/wqflask/base/data_set/probably_unused.py
deleted file mode 100644
index abd3ad07..00000000
--- a/wqflask/base/data_set/probably_unused.py
+++ /dev/null
@@ -1,35 +0,0 @@
-"Functions that are probably unused in the code"
-
-import pickle as pickle
-
-from wqflask.database import database_connection
-from utility.tools import get_setting
-
-def create_datasets_list():
- if USE_REDIS:
- key = "all_datasets"
- result = redis_conn.get(key)
-
- if result:
- datasets = pickle.loads(result)
-
- if result is None:
- datasets = list()
- type_dict = {'Publish': 'PublishFreeze',
- 'ProbeSet': 'ProbeSetFreeze',
- 'Geno': 'GenoFreeze'}
-
- for dataset_type in type_dict:
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute("SELECT Name FROM %s",
- (type_dict[dataset_type],))
- results = cursor.fetchall(query)
- if results:
- for result in results:
- datasets.append(
- create_dataset(result.Name, dataset_type))
- if USE_REDIS:
- redis_conn.set(key, pickle.dumps(datasets, pickle.HIGHEST_PROTOCOL))
- redis_conn.expire(key, 60 * 60)
-
- return datasets
diff --git a/wqflask/base/data_set/tempdataset.py b/wqflask/base/data_set/tempdataset.py
deleted file mode 100644
index b1c26a3b..00000000
--- a/wqflask/base/data_set/tempdataset.py
+++ /dev/null
@@ -1,23 +0,0 @@
-"TempDataSet class ..."
-
-from .dataset import DataSet
-
-class TempDataSet(DataSet):
- """Temporary user-generated data set"""
-
- def setup(self):
- self.search_fields = ['name',
- 'description']
-
- self.display_fields = ['name',
- 'description']
-
- self.header_fields = ['Name',
- 'Description']
-
- self.type = 'Temp'
-
- # Need to double check later how these are used
- self.id = 1
- self.fullname = 'Temporary Storage'
- self.shortname = 'Temp'
diff --git a/wqflask/base/data_set/utils.py b/wqflask/base/data_set/utils.py
deleted file mode 100644
index d18180c4..00000000
--- a/wqflask/base/data_set/utils.py
+++ /dev/null
@@ -1,80 +0,0 @@
-"data_set package utilities"
-
-import datetime
-import os
-import json
-import hashlib
-from typing import List
-
-
-from utility.tools import get_setting, SQL_URI
-from base.webqtlConfig import TMPDIR
-from wqflask.database import parse_db_url, database_connection
-
-def geno_mrna_confidentiality(ob):
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- cursor.execute(
- "SELECT confidentiality, "
- f"AuthorisedUsers FROM {ob.type}Freeze WHERE Name = %s",
- (ob.name,)
- )
- result = cursor.fetchall()
- if len(result) > 0 and result[0]:
- return True
-
-def query_table_timestamp(dataset_type: str):
- """function to query the update timestamp of a given dataset_type"""
-
- # computation data and actions
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- fetch_db_name = parse_db_url(SQL_URI)
- cursor.execute(
- "SELECT UPDATE_TIME FROM "
- "information_schema.tables "
- f"WHERE TABLE_SCHEMA = '{fetch_db_name[3]}' "
- f"AND TABLE_NAME = '{dataset_type}Data'")
- date_time_obj = cursor.fetchone()[0]
- if not date_time_obj:
- date_time_obj = datetime.datetime.now()
- return date_time_obj.strftime("%Y-%m-%d %H:%M:%S")
-
-
-def generate_hash_file(dataset_name: str, dataset_type: str, dataset_timestamp: str, samplelist: str):
- """given the trait_name generate a unique name for this"""
- string_unicode = f"{dataset_name}{dataset_timestamp}{samplelist}".encode()
- md5hash = hashlib.md5(string_unicode)
- return md5hash.hexdigest()
-
-
-def cache_dataset_results(dataset_name: str, dataset_type: str, samplelist: List, query_results: List):
- """function to cache dataset query results to file
- input dataset_name and type query_results(already processed in default dict format)
- """
- # data computations actions
- # store the file path on redis
-
- table_timestamp = query_table_timestamp(dataset_type)
- samplelist_as_str = ",".join(samplelist)
-
- file_name = generate_hash_file(dataset_name, dataset_type, table_timestamp, samplelist_as_str)
- file_path = os.path.join(TMPDIR, f"{file_name}.json")
-
- with open(file_path, "w") as file_handler:
- json.dump(query_results, file_handler)
-
-
-def fetch_cached_results(dataset_name: str, dataset_type: str, samplelist: List):
- """function to fetch the cached results"""
-
- table_timestamp = query_table_timestamp(dataset_type)
- samplelist_as_str = ",".join(samplelist)
-
- file_name = generate_hash_file(dataset_name, dataset_type, table_timestamp, samplelist_as_str)
- file_path = os.path.join(TMPDIR, f"{file_name}.json")
- try:
- with open(file_path, "r") as file_handler:
-
- return json.load(file_handler)
-
- except Exception:
- pass
diff --git a/wqflask/base/mrna_assay_tissue_data.py b/wqflask/base/mrna_assay_tissue_data.py
deleted file mode 100644
index a78182e3..00000000
--- a/wqflask/base/mrna_assay_tissue_data.py
+++ /dev/null
@@ -1,102 +0,0 @@
-import collections
-
-from utility import Bunch
-
-
-class MrnaAssayTissueData:
-
- def __init__(self, conn, gene_symbols=None):
- self.gene_symbols = gene_symbols
- self.conn = conn
- if self.gene_symbols is None:
- self.gene_symbols = []
-
- self.data = collections.defaultdict(Bunch)
- results = ()
- # Note that inner join is necessary in this query to get
- # distinct record in one symbol group with highest mean value
- # Due to the limit size of TissueProbeSetFreezeId table in DB,
- # performance of inner join is
- # acceptable.MrnaAssayTissueData(gene_symbols=symbol_list)
- with conn.cursor() as cursor:
- if len(self.gene_symbols) == 0:
- cursor.execute(
- "SELECT t.Symbol, t.GeneId, t.DataId, "
- "t.Chr, t.Mb, t.description, "
- "t.Probe_Target_Description FROM (SELECT Symbol, "
- "max(Mean) AS maxmean "
- "FROM TissueProbeSetXRef WHERE "
- "TissueProbeSetFreezeId=1 AND "
- "Symbol != '' AND Symbol IS NOT "
- "Null GROUP BY Symbol) "
- "AS x INNER JOIN "
- "TissueProbeSetXRef AS t ON "
- "t.Symbol = x.Symbol "
- "AND t.Mean = x.maxmean")
- else:
- cursor.execute(
- "SELECT t.Symbol, t.GeneId, t.DataId, "
- "t.Chr, t.Mb, t.description, "
- "t.Probe_Target_Description FROM (SELECT Symbol, "
- "max(Mean) AS maxmean "
- "FROM TissueProbeSetXRef WHERE "
- "TissueProbeSetFreezeId=1 AND "
- "Symbol IN "
- f"({', '.join(['%s'] * len(self.gene_symbols))}) "
- "GROUP BY Symbol) AS x INNER JOIN "
- "TissueProbeSetXRef AS t ON t.Symbol = x.Symbol "
- "AND t.Mean = x.maxmean",
- tuple(self.gene_symbols))
- results = list(cursor.fetchall())
- lower_symbols = {}
- for gene_symbol in self.gene_symbols:
- if gene_symbol is not None:
- lower_symbols[gene_symbol.lower()] = True
-
- for result in results:
- (symbol, gene_id, data_id, _chr, _mb,
- descr, probeset_target_descr) = result
- if symbol is not None and lower_symbols.get(symbol.lower()):
- symbol = symbol.lower()
- self.data[symbol].gene_id = gene_id
- self.data[symbol].data_id = data_id
- self.data[symbol].chr = _chr
- self.data[symbol].mb = _mb
- self.data[symbol].description = descr
- (self.data[symbol]
- .probe_target_description) = probeset_target_descr
-
-
- def get_symbol_values_pairs(self):
- """Get one dictionary whose key is gene symbol and value is
- tissue expression data (list type). All keys are lower case.
-
- The output is a symbolValuepairDict (dictionary): one
- dictionary of Symbol and Value Pair; key is symbol, value is
- one list of expression values of one probeSet;
-
- """
- id_list = [self.data[symbol].data_id for symbol in self.data]
-
- symbol_values_dict = {}
-
- if len(id_list) > 0:
- results = []
- with self.conn.cursor() as cursor:
-
- cursor.execute(
- "SELECT TissueProbeSetXRef.Symbol, TissueProbeSetData.value "
- "FROM TissueProbeSetXRef, TissueProbeSetData"
- f" WHERE TissueProbeSetData.Id IN ({', '.join(['%s'] * len(id_list))})"
- " AND TissueProbeSetXRef.DataId = TissueProbeSetData.Id"
- ,tuple(id_list))
-
- results = cursor.fetchall()
- for result in results:
- (symbol, value) = result
- if symbol.lower() not in symbol_values_dict:
- symbol_values_dict[symbol.lower()] = [value]
- else:
- symbol_values_dict[symbol.lower()].append(
- value)
- return symbol_values_dict
diff --git a/wqflask/base/species.py b/wqflask/base/species.py
deleted file mode 100644
index 0844fada..00000000
--- a/wqflask/base/species.py
+++ /dev/null
@@ -1,59 +0,0 @@
-from dataclasses import dataclass
-from typing import Optional, Union
-from collections import OrderedDict
-
-
-class TheSpecies:
- """Data related to species."""
-
- def __init__(self, dataset=None, species_name=None) -> None:
- "Initialise the Species object"
- self.dataset = dataset
- self.name = self.species_name = species_name
- self.chromosomes = Chromosomes(species=species_name,
- dataset=dataset)
-
-
-@dataclass
-class IndChromosome:
- """Data related to IndChromosome"""
- name: str
- length: int
-
- @property
- def mb_length(self) -> Union[int, float]:
- """Chromosome length in mega-bases"""
- return self.length / 1000000
-
-
-@dataclass
-class Chromosomes:
- """Data related to a chromosome"""
-
- def __init__(self, dataset, species: Optional[str]) -> None:
- "initialise the Chromosome object"
- self.species = species
- if species is None:
- self.dataset = dataset
-
- def chromosomes(self, db_cursor) -> OrderedDict:
- """Lazily fetch the chromosomes"""
- chromosomes = OrderedDict()
- if self.species is not None:
- db_cursor.execute(
- "SELECT Chr_Length.Name, Chr_Length.OrderId, Length "
- "FROM Chr_Length, Species WHERE "
- "Chr_Length.SpeciesId = Species.SpeciesId AND "
- "Species.Name = %s "
- "ORDER BY OrderId", (self.species.capitalize(),))
- else:
- db_cursor.execute(
- "SELECT Chr_Length.Name, Chr_Length.OrderId, "
- "Length FROM Chr_Length, InbredSet WHERE "
- "Chr_Length.SpeciesId = InbredSet.SpeciesId AND "
- "InbredSet.Name = "
- "%s ORDER BY OrderId", (self.dataset.group.name,))
- for name, _, length in db_cursor.fetchall():
- chromosomes[name] = IndChromosome(
- name=name, length=length)
- return chromosomes
diff --git a/wqflask/base/trait.py b/wqflask/base/trait.py
deleted file mode 100644
index 103ff0c0..00000000
--- a/wqflask/base/trait.py
+++ /dev/null
@@ -1,613 +0,0 @@
-import requests
-import simplejson as json
-from wqflask import app
-
-import utility.hmac as hmac
-from base import webqtlConfig
-from base.webqtlCaseData import webqtlCaseData
-from base.data_set import create_dataset
-from utility.authentication_tools import check_resource_availability
-from utility.tools import get_setting, GN2_BASE_URL
-from utility.redis_tools import get_redis_conn, get_resource_id
-
-from flask import g, request, url_for
-
-from wqflask.database import database_connection
-
-
-Redis = get_redis_conn()
-
-
-def create_trait(**kw):
- assert bool(kw.get('dataset')) != bool(
- kw.get('dataset_name')), "Needs dataset ob. or name"
-
- assert bool(kw.get('name')), "Needs trait name"
-
-
- if bool(kw.get('dataset')):
- dataset = kw.get('dataset')
-
-
- else:
- if kw.get('dataset_name') != "Temp":
-
-
- dataset = create_dataset(kw.get('dataset_name'))
- else:
-
- dataset = create_dataset(
- dataset_name="Temp",
- dataset_type="Temp",
- group_name= kw.get('name').split("_")[2])
-
-
- if dataset.type == 'Publish':
- permissions = check_resource_availability(
- dataset, g.user_session.user_id, kw.get('name'))
- else:
- permissions = check_resource_availability(
- dataset, g.user_session.user_id)
-
-
- if permissions['data'] != "no-access":
-
- the_trait = GeneralTrait(**dict(kw,dataset=dataset))
- if the_trait.dataset.type != "Temp":
- the_trait = retrieve_trait_info(
- the_trait,
- the_trait.dataset,
- get_qtl_info=kw.get('get_qtl_info'))
- return the_trait
- else:
- return None
-
-
-class GeneralTrait:
- """
- Trait class defines a trait in webqtl, can be either Microarray,
- Published phenotype, genotype, or user input trait
-
- """
-
- def __init__(self, get_qtl_info=False, get_sample_info=True, **kw):
- # xor assertion
- assert kw.get("dataset"), "Dataset obj is needed as a kwarg"
-
- # Trait ID, ProbeSet ID, Published ID, etc.
- self.name = kw.get('name')
- self.dataset = kw.get("dataset")
- self.cellid = kw.get('cellid')
- self.identification = kw.get('identification', 'un-named trait')
- self.haveinfo = kw.get('haveinfo', False)
- # Blat sequence, available for ProbeSet
- self.sequence = kw.get('sequence')
- self.data = kw.get('data', {})
- self.view = True
-
- # Sets defaults
- self.locus = None
- self.lrs = None
- self.pvalue = None
- self.mean = None
- self.additive = None
- self.num_overlap = None
- self.strand_probe = None
- self.symbol = None
- self.abbreviation = None
- self.display_name = self.name
-
- self.LRS_score_repr = "N/A"
- self.LRS_location_repr = "N/A"
- self.chr = self.mb = self.locus_chr = self.locus_mb = ""
-
- if kw.get('fullname'):
- name2 = value.split("::")
- if len(name2) == 2:
- self.dataset, self.name = name2
- # self.cellid is set to None above
- elif len(name2) == 3:
- self.dataset, self.name, self.cellid = name2
-
- # Todo: These two lines are necessary most of the time, but
- # perhaps not all of the time So we could add a simple if
- # statement to short-circuit this if necessary
- if get_sample_info is not False:
- self = retrieve_sample_data(self, self.dataset)
-
- def export_informative(self, include_variance=0):
- """
- export informative sample
- mostly used in qtl regression
-
- """
- samples = []
- vals = []
- the_vars = []
- sample_aliases = []
- for sample_name, sample_data in list(self.data.items()):
- if sample_data.value is not None:
- if not include_variance or sample_data.variance is not None:
- samples.append(sample_name)
- vals.append(sample_data.value)
- the_vars.append(sample_data.variance)
- sample_aliases.append(sample_data.name2)
- return samples, vals, the_vars, sample_aliases
-
- @property
- def description_fmt(self):
- """Return a text formated description"""
- if self.dataset.type == 'ProbeSet':
- if self.description:
- formatted = self.description
- if self.probe_target_description:
- formatted += "; " + self.probe_target_description
- else:
- formatted = "Not available"
- elif self.dataset.type == 'Publish':
- if self.confidential:
- formatted = self.pre_publication_description
- else:
- formatted = self.post_publication_description
- else:
- formatted = "Not available"
- if isinstance(formatted, bytes):
- formatted = formatted.decode("utf-8")
- return formatted
-
- @property
- def alias_fmt(self):
- """Return a text formatted alias"""
-
- alias = 'Not available'
- if getattr(self, "alias", None):
- alias = self.alias.replace(";", " ")
- alias = ", ".join(alias.split())
-
- return alias
-
- @property
- def wikidata_alias_fmt(self):
- """Return a text formatted alias"""
-
- alias = 'Not available'
- if self.symbol:
- human_response = requests.get(
- GN2_BASE_URL + "gn3/gene/aliases/" + self.symbol.upper())
- mouse_response = requests.get(
- GN2_BASE_URL + "gn3/gene/aliases/" + self.symbol.capitalize())
- other_response = requests.get(
- GN2_BASE_URL + "gn3/gene/aliases/" + self.symbol.lower())
-
- if human_response and mouse_response and other_response:
- alias_list = json.loads(human_response.content) + json.loads(
- mouse_response.content) + \
- json.loads(other_response.content)
-
- filtered_aliases = []
- seen = set()
- for item in alias_list:
- if item in seen:
- continue
- else:
- filtered_aliases.append(item)
- seen.add(item)
- alias = "; ".join(filtered_aliases)
-
- return alias
-
- @property
- def location_fmt(self):
- """Return a text formatted location
-
- While we're at it we set self.location in case we need it
- later (do we?)
-
- """
-
- if self.chr == "Un":
- return 'Not available'
-
- if self.chr and self.mb:
- self.location = 'Chr %s @ %s Mb' % (self.chr, self.mb)
- elif self.chr:
- self.location = 'Chr %s @ Unknown position' % (self.chr)
- else:
- self.location = 'Not available'
-
- fmt = self.location
- # XZ: deal with direction
- if self.strand_probe == '+':
- fmt += (' on the plus strand ')
- elif self.strand_probe == '-':
- fmt += (' on the minus strand ')
-
- return fmt
-
-
-def retrieve_sample_data(trait, dataset, samplelist=None):
- if samplelist is None:
- samplelist = []
-
- if dataset.type == "Temp":
- results = Redis.get(trait.name).split()
- else:
- results = dataset.retrieve_sample_data(trait.name)
- # Todo: is this necessary? If not remove
- trait.data.clear()
-
- if results:
- if dataset.type == "Temp":
- all_samples_ordered = dataset.group.all_samples_ordered()
- for i, item in enumerate(results):
- try:
- trait.data[all_samples_ordered[i]] = webqtlCaseData(
- all_samples_ordered[i], float(item))
- except:
- pass
- else:
- for item in results:
- name, value, variance, num_cases, name2 = item
- if not samplelist or (samplelist and name in samplelist):
- # name, value, variance, num_cases)
- trait.data[name] = webqtlCaseData(*item)
- return trait
-
-
-@app.route("/trait/get_sample_data")
-def get_sample_data():
- params = request.args
- trait = params['trait']
- dataset = params['dataset']
-
- trait_ob = create_trait(name=trait, dataset_name=dataset)
- if trait_ob:
- trait_dict = {}
- trait_dict['name'] = trait
- trait_dict['db'] = dataset
- trait_dict['type'] = trait_ob.dataset.type
- trait_dict['group'] = trait_ob.dataset.group.name
- trait_dict['tissue'] = trait_ob.dataset.tissue
- trait_dict['species'] = trait_ob.dataset.group.species
- trait_dict['url'] = url_for(
- 'show_trait_page', trait_id=trait, dataset=dataset)
- if trait_ob.dataset.type == "ProbeSet":
- trait_dict['symbol'] = trait_ob.symbol
- trait_dict['location'] = trait_ob.location_repr
- trait_dict['description'] = trait_ob.description_display
- elif trait_ob.dataset.type == "Publish":
- trait_dict['description'] = trait_ob.description_display
- if trait_ob.pubmed_id:
- trait_dict['pubmed_link'] = trait_ob.pubmed_link
- trait_dict['pubmed_text'] = trait_ob.pubmed_text
- else:
- trait_dict['location'] = trait_ob.location_repr
-
- return json.dumps([trait_dict, {key: value.value for
- key, value in list(
- trait_ob.data.items())}])
- else:
- return None
-
-
-def jsonable(trait, dataset=None):
- """Return a dict suitable for using as json
-
- Actual turning into json doesn't happen here though"""
-
- if not dataset:
- dataset = create_dataset(dataset_name=trait.dataset.name,
- dataset_type=trait.dataset.type,
- group_name=trait.dataset.group.name)
-
-
- trait_symbol = "N/A"
- trait_mean = "N/A"
- if trait.symbol:
- trait_symbol = trait.symbol
- if trait.mean:
- trait_mean = trait.mean
-
- if dataset.type == "ProbeSet":
- return dict(name=trait.name,
- display_name=trait.display_name,
- hmac=hmac.data_hmac('{}:{}'.format(trait.display_name, dataset.name)),
- view=str(trait.view),
- symbol=trait_symbol,
- dataset=dataset.name,
- dataset_name=dataset.shortname,
- description=trait.description_display,
- mean=trait_mean,
- location=trait.location_repr,
- chr=trait.chr,
- mb=trait.mb,
- lrs_score=trait.LRS_score_repr,
- lrs_location=trait.LRS_location_repr,
- lrs_chr=trait.locus_chr,
- lrs_mb=trait.locus_mb,
- additive=trait.additive
- )
- elif dataset.type == "Publish":
- if trait.pubmed_id:
- return dict(name=trait.name,
- display_name=trait.display_name,
- hmac=hmac.data_hmac('{}:{}'.format(trait.name, dataset.name)),
- view=str(trait.view),
- symbol=trait.abbreviation,
- dataset=dataset.name,
- dataset_name=dataset.shortname,
- description=trait.description_display,
- abbreviation=trait.abbreviation,
- authors=trait.authors,
- pubmed_id=trait.pubmed_id,
- pubmed_text=trait.pubmed_text,
- pubmed_link=trait.pubmed_link,
- mean=trait_mean,
- lrs_score=trait.LRS_score_repr,
- lrs_location=trait.LRS_location_repr,
- lrs_chr=trait.locus_chr,
- lrs_mb=trait.locus_mb,
- additive=trait.additive
- )
- else:
- return dict(name=trait.name,
- display_name=trait.display_name,
- hmac=hmac.data_hmac('{}:{}'.format(trait.name, dataset.name)),
- view=str(trait.view),
- symbol=trait.abbreviation,
- dataset=dataset.name,
- dataset_name=dataset.shortname,
- description=trait.description_display,
- abbreviation=trait.abbreviation,
- authors=trait.authors,
- pubmed_text=trait.pubmed_text,
- mean=trait_mean,
- lrs_score=trait.LRS_score_repr,
- lrs_location=trait.LRS_location_repr,
- lrs_chr=trait.locus_chr,
- lrs_mb=trait.locus_mb,
- additive=trait.additive
- )
- elif dataset.type == "Geno":
- return dict(name=trait.name,
- display_name=trait.display_name,
- hmac=hmac.data_hmac('{}:{}'.format(trait.display_name, dataset.name)),
- view=str(trait.view),
- dataset=dataset.name,
- dataset_name=dataset.shortname,
- location=trait.location_repr,
- chr=trait.chr,
- mb=trait.mb
- )
- elif dataset.name == "Temp":
- return dict(name=trait.name,
- display_name=trait.display_name,
- hmac=hmac.data_hmac('{}:{}'.format(trait.display_name, dataset.name)),
- view=str(trait.view),
- dataset="Temp",
- dataset_name="Temp")
- else:
- return dict()
-
-
-def retrieve_trait_info(trait, dataset, get_qtl_info=False):
- if not dataset:
- raise ValueError("Dataset doesn't exist")
-
- with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
- trait_info = ()
- if dataset.type == 'Publish':
- cursor.execute(
- "SELECT PublishXRef.Id, InbredSet.InbredSetCode, "
- "Publication.PubMed_ID, "
- "CAST(Phenotype.Pre_publication_description AS BINARY), "
- "CAST(Phenotype.Post_publication_description AS BINARY), "
- "CAST(Phenotype.Original_description AS BINARY), "
- "CAST(Phenotype.Pre_publication_abbreviation AS BINARY), "
- "CAST(Phenotype.Post_publication_abbreviation AS BINARY), "
- "PublishXRef.mean, Phenotype.Lab_code, "
- "Phenotype.Submitter, Phenotype.Owner, "
- "Phenotype.Authorized_Users, "
- "CAST(Publication.Authors AS BINARY), "
- "CAST(Publication.Title AS BINARY), "
- "CAST(Publication.Abstract AS BINARY), "
- "CAST(Publication.Journal AS BINARY), "
- "Publication.Volume, Publication.Pages, "
- "Publication.Month, Publication.Year, "
- "PublishXRef.Sequence, Phenotype.Units, "
- "PublishXRef.comments FROM PublishXRef, Publication, "
- "Phenotype, PublishFreeze, InbredSet WHERE "
- "PublishXRef.Id = %s AND "
- "Phenotype.Id = PublishXRef.PhenotypeId "
- "AND Publication.Id = PublishXRef.PublicationId "
- "AND PublishXRef.InbredSetId = PublishFreeze.InbredSetId "
- "AND PublishXRef.InbredSetId = InbredSet.Id AND "
- "PublishFreeze.Id = %s",
- (trait.name, dataset.id,)
- )
- trait_info = cursor.fetchone()
-
- # XZ, 05/08/2009: Xiaodong add this block to use ProbeSet.Id to find the probeset instead of just using ProbeSet.Name
- # XZ, 05/08/2009: to avoid the problem of same probeset name from different platforms.
- elif dataset.type == 'ProbeSet':
- display_fields_string = ', ProbeSet.'.join(dataset.display_fields)
- display_fields_string = f'ProbeSet.{display_fields_string}'
- cursor.execute(
- f"SELECT {display_fields_string} FROM ProbeSet, ProbeSetFreeze, "
- "ProbeSetXRef WHERE "
- "ProbeSetXRef.ProbeSetFreezeId = ProbeSetFreeze.Id "
- "AND ProbeSetXRef.ProbeSetId = ProbeSet.Id AND "
- "ProbeSetFreeze.Name = %s AND "
- "ProbeSet.Name = %s",
- (dataset.name, str(trait.name),)
- )
- trait_info = cursor.fetchone()
- # XZ, 05/08/2009: We also should use Geno.Id to find marker instead of just using Geno.Name
- # to avoid the problem of same marker name from different species.
- elif dataset.type == 'Geno':
- display_fields_string = ',Geno.'.join(dataset.display_fields)
- display_fields_string = f'Geno.{display_fields_string}'
- cursor.execute(
- f"SELECT {display_fields_string} FROM Geno, GenoFreeze, "
- "GenoXRef WHERE "
- "GenoXRef.GenoFreezeId = GenoFreeze.Id "
- "AND GenoXRef.GenoId = Geno.Id "
- "AND GenoFreeze.Name = %s "
- "AND Geno.Name = %s",
- (dataset.name, trait.name)
- )
- trait_info = cursor.fetchone()
- else: # Temp type
- cursor.execute(
- f"SELECT {','.join(dataset.display_fields)} "
- f"FROM {dataset.type} WHERE Name = %s",
- (trait.name,)
- )
- trait_info = cursor.fetchone()
-
- if trait_info:
- trait.haveinfo = True
- for i, field in enumerate(dataset.display_fields):
- holder = trait_info[i]
- if isinstance(holder, bytes):
- holder = holder.decode("utf-8", errors="ignore")
- setattr(trait, field, holder)
-
- if dataset.type == 'Publish':
- if trait.group_code:
- trait.display_name = trait.group_code + "_" + str(trait.name)
-
- trait.confidential = 0
- if trait.pre_publication_description and not trait.pubmed_id:
- trait.confidential = 1
-
- description = trait.post_publication_description
-
- # If the dataset is confidential and the user has access to confidential
- # phenotype traits, then display the pre-publication description instead
- # of the post-publication description
- trait.description_display = "N/A"
- trait.abbreviation = "N/A"
- if not trait.pubmed_id:
- if trait.pre_publication_abbreviation:
- trait.abbreviation = trait.pre_publication_abbreviation
- if trait.pre_publication_description:
- trait.description_display = trait.pre_publication_description
- else:
- if trait.post_publication_abbreviation:
- trait.abbreviation = trait.post_publication_abbreviation
- if description:
- trait.description_display = description.strip()
-
- if not trait.year.isdigit():
- trait.pubmed_text = "N/A"
- else:
- trait.pubmed_text = trait.year
-
- if trait.pubmed_id:
- trait.pubmed_link = webqtlConfig.PUBMEDLINK_URL % trait.pubmed_id
-
- if dataset.type == 'ProbeSet' and dataset.group:
- description_string = trait.description
- target_string = trait.probe_target_description
-
- if str(description_string or "") != "" and description_string != 'None':
- description_display = description_string
- else:
- description_display = trait.symbol
-
- if (str(description_display or "") != ""
- and description_display != 'N/A'
- and str(target_string or "") != "" and target_string != 'None'):
- description_display = description_display + '; ' + target_string.strip()
-
- # Save it for the jinja2 template
- trait.description_display = description_display
-
- trait.location_repr = 'N/A'
- if trait.chr and trait.mb:
- trait.location_repr = 'Chr%s: %.6f' % (
- trait.chr, float(trait.mb))
-
- elif dataset.type == "Geno":
- trait.location_repr = 'N/A'
- if trait.chr and trait.mb:
- trait.location_repr = 'Chr%s: %.6f' % (
- trait.chr, float(trait.mb))
-
- if get_qtl_info:
- # LRS and its location
- trait.LRS_score_repr = "N/A"
- trait.LRS_location_repr = "N/A"
- trait.locus = trait.locus_chr = trait.locus_mb = trait.lrs = trait.pvalue = trait.additive = ""
- if dataset.type == 'ProbeSet' and not trait.cellid:
- trait.mean = ""
- cursor.execute(
- "SELECT ProbeSetXRef.Locus, ProbeSetXRef.LRS, "
- "ProbeSetXRef.pValue, ProbeSetXRef.mean, "
- "ProbeSetXRef.additive FROM ProbeSetXRef, "
- "ProbeSet WHERE "
- "ProbeSetXRef.ProbeSetId = ProbeSet.Id "
- "AND ProbeSet.Name = %s AND "
- "ProbeSetXRef.ProbeSetFreezeId = %s",
- (trait.name, dataset.id,)
- )
- trait_qtl = cursor.fetchone()
- if any(trait_qtl):
- trait.locus, trait.lrs, trait.pvalue, trait.mean, trait.additive = trait_qtl
- if trait.locus:
- cursor.execute(
- "SELECT Geno.Chr, Geno.Mb FROM "
- "Geno, Species WHERE "
- "Species.Name = %s AND "
- "Geno.Name = %s AND "
- "Geno.SpeciesId = Species.Id",
- (dataset.group.species, trait.locus,)
- )
- if result := cursor.fetchone() :
- trait.locus_chr = result[0]
- trait.locus_mb = result[1]
- else:
- trait.locus_chr = trait.locus_mb = ""
- else:
- trait.locus = trait.locus_chr = trait.locus_mb = trait.additive = ""
-
- if dataset.type == 'Publish':
- cursor.execute(
- "SELECT PublishXRef.Locus, PublishXRef.LRS, "
- "PublishXRef.additive FROM "
- "PublishXRef, PublishFreeze WHERE "
- "PublishXRef.Id = %s AND "
- "PublishXRef.InbredSetId = PublishFreeze.InbredSetId "
- "AND PublishFreeze.Id = %s", (trait.name, dataset.id,)
- )
- if trait_qtl := cursor.fetchone():
- trait.locus, trait.lrs, trait.additive = trait_qtl
- if trait.locus:
- cursor.execute(
- "SELECT Geno.Chr, Geno.Mb FROM Geno, "
- "Species WHERE Species.Name = %s "
- "AND Geno.Name = %s AND "
- "Geno.SpeciesId = Species.Id",
- (dataset.group.species, trait.locus,)
- )
- if result := cursor.fetchone():
- trait.locus_chr = result[0]
- trait.locus_mb = result[1]
- else:
- trait.locus = trait.locus_chr = trait.locus_mb = trait.additive = ""
- else:
- trait.locus = trait.locus_chr = trait.locus_mb = trait.additive = ""
- else:
- trait.locus = trait.lrs = trait.additive = ""
- if (dataset.type == 'Publish' or dataset.type == "ProbeSet"):
- if str(trait.locus_chr or "") != "" and str(trait.locus_mb or "") != "":
- trait.LRS_location_repr = LRS_location_repr = 'Chr%s: %.6f' % (
- trait.locus_chr, float(trait.locus_mb))
- if str(trait.lrs or "") != "":
- trait.LRS_score_repr = LRS_score_repr = '%3.1f' % trait.lrs
- else:
- raise KeyError(
- f"{repr(trait.name)} information is not found in the database "
- f"for dataset '{dataset.name}' with id '{dataset.id}'.")
- return trait
diff --git a/wqflask/base/webqtlCaseData.py b/wqflask/base/webqtlCaseData.py
deleted file mode 100644
index dd6fad04..00000000
--- a/wqflask/base/webqtlCaseData.py
+++ /dev/null
@@ -1,81 +0,0 @@
-# Copyright (C) University of Tennessee Health Science Center, Memphis, TN.
-#
-# This program is free software: you can redistribute it and/or modify it
-# under the terms of the GNU Affero General Public License
-# as published by the Free Software Foundation, either version 3 of the
-# License, or (at your option) any later version.
-#
-# This program is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
-# See the GNU Affero General Public License for more details.
-#
-# This program is available from Source Forge: at GeneNetwork Project
-# (sourceforge.net/projects/genenetwork/).
-#
-# Contact Drs. Robert W. Williams and Xiaodong Zhou (2010)
-# at rwilliams@uthsc.edu and xzhou15@uthsc.edu
-#
-# This module is used by GeneNetwork project (www.genenetwork.org)
-#
-# Created by GeneNetwork Core Team 2010/08/10
-
-
-import utility.tools
-
-utility.tools.show_settings()
-
-
-class webqtlCaseData:
- """one case data in one trait"""
-
- def __init__(self, name, value=None, variance=None, num_cases=None, name2=None):
- self.name = name
- # 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
- # 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):
- case_data_string = "<webqtlCaseData> "
- if self.value is not None:
- case_data_string += "value=%2.3f" % self.value
- if self.variance is not None:
- case_data_string += " variance=%2.3f" % self.variance
- if self.num_cases:
- case_data_string += " ndata=%s" % self.num_cases
- if self.name:
- case_data_string += " name=%s" % self.name
- if self.name2:
- case_data_string += " name2=%s" % self.name2
- return case_data_string
-
- @property
- def class_outlier(self):
- """Template helper"""
- if self.outlier:
- return "outlier"
- return ""
-
- @property
- def display_value(self):
- if self.value is not None:
- return "%2.3f" % self.value
- return "x"
-
- @property
- def display_variance(self):
- if self.variance is not None:
- return "%2.3f" % self.variance
- return "x"
-
- @property
- def display_num_cases(self):
- if self.num_cases is not None:
- return "%s" % self.num_cases
- return "x"
diff --git a/wqflask/base/webqtlConfig.py b/wqflask/base/webqtlConfig.py
deleted file mode 100644
index a7dbed3d..00000000
--- a/wqflask/base/webqtlConfig.py
+++ /dev/null
@@ -1,107 +0,0 @@
-# '
-# Environment Variables - public
-#
-# Note: much of this needs to handled by the settings/environment
-# scripts. But rather than migrating everything in one go, we'll
-# take it a step at a time. First the hard coded paths get replaced
-# with those in utility/tools.py
-#
-#########################################
-import os
-from utility.tools import valid_path, mk_dir, assert_dir, assert_writable_dir, flat_files, TEMPDIR
-
-# Debug Level
-# 1 for debug, mod python will reload import each time
-DEBUG = 1
-
-# USER privilege
-USERDICT = {'guest': 1, 'user': 2, 'admin': 3, 'root': 4}
-
-# Set privileges
-SUPER_PRIVILEGES = {'data': 'edit', 'metadata': 'edit', 'admin': 'edit-admins'}
-DEFAULT_PRIVILEGES = {'data': 'view', 'metadata': 'view', 'admin': 'not-admin'}
-
-# minimum number of informative strains
-KMININFORMATIVE = 5
-
-# Daily download limit from one IP
-DAILYMAXIMUM = 1000
-
-# maximum LRS value
-MAXLRS = 460.0
-
-# MINIMUM Database public value
-PUBLICTHRESH = 0
-
-# Groups to treat as unique when drawing correlation dropdowns (not sure if this logic even makes sense or is necessary)
-BXD_GROUP_EXCEPTIONS = ['BXD-Longevity', 'BXD-AE', 'BXD-Heart-Metals', 'BXD-NIA-AD']
-
-# EXTERNAL LINK ADDRESSES
-PUBMEDLINK_URL = "http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=%s&dopt=Abstract"
-UCSC_BLAT = 'http://genome.ucsc.edu/cgi-bin/hgBlat?org=%s&db=%s&type=0&sort=0&output=0&userSeq=%s'
-UTHSC_BLAT = 'http://ucscbrowser.genenetwork.org/cgi-bin/hgBlat?org=%s&db=%s&type=0&sort=0&output=0&userSeq=%s'
-UTHSC_BLAT2 = 'http://ucscbrowserbeta.genenetwork.org/cgi-bin/hgBlat?org=%s&db=%s&type=0&sort=0&output=0&userSeq=%s'
-GENOMEBROWSER_URL = "https://genome.ucsc.edu/cgi-bin/hgTracks?db=%s&position=%s"
-NCBI_LOCUSID = "http://www.ncbi.nlm.nih.gov/gene?cmd=Retrieve&dopt=Graphics&list_uids=%s"
-GENBANK_ID = "http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=Nucleotide&cmd=search&doptcmdl=DocSum&term=%s"
-OMIM_ID = "http://www.ncbi.nlm.nih.gov/omim/%s"
-UNIGEN_ID = "http://www.ncbi.nlm.nih.gov/UniGene/clust.cgi?ORG=%s&CID=%s"
-HOMOLOGENE_ID = "http://www.ncbi.nlm.nih.gov/homologene/?term=%s"
-GENOTATION_URL = "http://www.genotation.org/Getd2g.pl?gene_list=%s"
-GTEX_URL = "https://www.gtexportal.org/home/gene/%s"
-GENEBRIDGE_URL = "https://www.systems-genetics.org/modules_by_gene/%s?organism=%s"
-GENEMANIA_URL = "https://genemania.org/search/%s/%s"
-UCSC_REFSEQ = "http://genome.cse.ucsc.edu/cgi-bin/hgTracks?db=%s&hgg_gene=%s&hgg_chrom=chr%s&hgg_start=%s&hgg_end=%s"
-BIOGPS_URL = "http://biogps.org/?org=%s#goto=genereport&id=%s"
-STRING_URL = "http://string-db.org/newstring_cgi/show_network_section.pl?identifier=%s"
-PANTHER_URL = "http://www.pantherdb.org/genes/geneList.do?searchType=basic&fieldName=all&organism=all&listType=1&fieldValue=%s"
-GEMMA_URL = "http://www.chibi.ubc.ca/Gemma/gene/showGene.html?ncbiid=%s"
-ABA_URL = "http://mouse.brain-map.org/search/show?search_type=gene&search_term=%s"
-EBIGWAS_URL = "https://www.ebi.ac.uk/gwas/search?query=%s"
-WIKI_PI_URL = "http://severus.dbmi.pitt.edu/wiki-pi/index.php/search?q=%s"
-ENSEMBLETRANSCRIPT_URL = "http://useast.ensembl.org/Mus_musculus/Transcript/Idhistory?t=%s"
-DBSNP = 'http://ensembl.org/Mus_musculus/Variation/Population?v=%s'
-PROTEIN_ATLAS_URL = "http://www.proteinatlas.org/search/%s"
-OPEN_TARGETS_URL = "https://genetics.opentargets.org/gene/%s"
-UNIPROT_URL = "https://www.uniprot.org/uniprot/%s"
-RGD_URL = "https://rgd.mcw.edu/rgdweb/elasticResults.html?term=%s&category=Gene&species=%s"
-PHENOGEN_URL = "https://phenogen.org/gene.jsp?speciesCB=Rn&auto=Y&geneTxt=%s&genomeVer=rn7&section=geneEQTL"
-RRID_MOUSE_URL = "https://www.jax.org/strain/%s"
-RRID_RAT_URL = "https://rgd.mcw.edu/rgdweb/report/strain/main.html?id=%s"
-
-# Temporary storage (note that this TMPDIR can be set as an
-# environment variable - use utility.tools.TEMPDIR when you
-# want to reach this base dir
-assert_writable_dir(TEMPDIR)
-
-TMPDIR = mk_dir(TEMPDIR + '/gn2/')
-assert_writable_dir(TMPDIR)
-
-CACHEDIR = mk_dir(TMPDIR + '/cache/')
-# We can no longer write into the git tree:
-GENERATED_IMAGE_DIR = mk_dir(TMPDIR + 'generated/')
-GENERATED_TEXT_DIR = mk_dir(TMPDIR + 'generated_text/')
-
-# Make sure we have permissions to access these
-assert_writable_dir(CACHEDIR)
-assert_writable_dir(GENERATED_IMAGE_DIR)
-assert_writable_dir(GENERATED_TEXT_DIR)
-
-# Flat file directories
-GENODIR = flat_files('genotype') + '/'
-assert_dir(GENODIR)
-# assert_dir(GENODIR+'bimbam') # for gemma
-
-# JSON genotypes are OBSOLETE
-JSON_GENODIR = flat_files('genotype/json') + '/'
-if not valid_path(JSON_GENODIR):
- # fall back on old location (move the dir, FIXME)
- JSON_GENODIR = flat_files('json')
-
-
-TEXTDIR = os.path.join(os.environ.get(
- "GNSHARE", "/gnshare/gn/"), "web/ProbeSetFreeze_DataMatrix")
-# Are we using the following...?
-PORTADDR = "http://50.16.251.170"
-INFOPAGEHREF = '/dbdoc/%s.html'
-CGIDIR = '/webqtl/' # XZ: The variable name 'CGIDIR' should be changed to 'PYTHONDIR'