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-rw-r--r--scripts/add_missing_columns.sh3
-rw-r--r--scripts/authentication/group.py153
-rw-r--r--scripts/authentication/resource.py104
-rw-r--r--scripts/convert_dol_genotypes.py74
-rwxr-xr-xscripts/maintenance/datastructure.py177
-rwxr-xr-xscripts/maintenance/load_phenotypes.py43
-rw-r--r--scripts/maintenance/utilities.py89
7 files changed, 625 insertions, 18 deletions
diff --git a/scripts/add_missing_columns.sh b/scripts/add_missing_columns.sh
index 70d5fdeb..611e2dd6 100644
--- a/scripts/add_missing_columns.sh
+++ b/scripts/add_missing_columns.sh
@@ -13,6 +13,9 @@
ALTER TABLE PublishXRef
ADD mean double AFTER DataId;
+ ALTER TABLE CaseAttribute
+ ADD Description varchar(255) AFTER Name;
+
-- This takes some time
ALTER TABLE ProbeSet
ADD UniProtID varchar(20) AFTER ProteinName;
diff --git a/scripts/authentication/group.py b/scripts/authentication/group.py
new file mode 100644
index 00000000..c8c2caad
--- /dev/null
+++ b/scripts/authentication/group.py
@@ -0,0 +1,153 @@
+"""A script for adding users to a specific group.
+
+Example:
+
+Assuming there are no groups and 'test@bonfacemunyoki.com' does not
+exist in Redis:
+
+.. code-block:: bash
+ python group.py -g "editors" -m "test@bonfacemunyoki.com"
+
+results in::
+
+ Successfully created the group: 'editors'
+ Data: '{"admins": [], "members": []}'
+
+If 'me@bonfacemunyoki.com' exists in 'users' in Redis and we run:
+
+.. code-block:: bash
+ python group.py -g "editors" -m "me@bonfacemunyoki.com"
+
+now results in::
+
+ No new group was created.
+ Updated Data: {'admins': [], 'members': ['me@bonfacemunyoki.com']}
+
+"""
+
+import argparse
+import datetime
+import redis
+import json
+import uuid
+
+from typing import Dict, Optional, Set
+
+
+def create_group_data(users: Dict, target_group: str,
+ members: Optional[str] = None,
+ admins: Optional[str] = None) -> Dict:
+ """Return a dictionary that contains the following keys: "key",
+ "field", and "value" that can be used in a redis hash as follows:
+ HSET key field value
+
+ The "field" return value is a unique-id that is used to
+ distinguish the groups.
+
+ Parameters:
+
+ - `users`: a list of users for example:
+
+ {'8ad942fe-490d-453e-bd37-56f252e41603':
+ '{"email_address": "me@test.com",
+ "full_name": "John Doe",
+ "organization": "Genenetwork",
+ "password": {"algorithm": "pbkdf2",
+ "hashfunc": "sha256",
+ "salt": "gJrd1HnPSSCmzB5veMPaVk2ozzDlS1Z7Ggcyl1+pciA=",
+ "iterations": 100000, "keylength": 32,
+ "created_timestamp": "2021-09-22T11:32:44.971912",
+ "password": "edcdaa60e84526c6"},
+ "user_id": "8ad942fe", "confirmed": 1,
+ "registration_info": {
+ "timestamp": "2021-09-22T11:32:45.028833",
+ "ip_address": "127.0.0.1",
+ "user_agent": "Mozilla/5.0"}}'}
+
+ - `target_group`: the group name that will be stored inside the
+ "groups" hash in Redis.
+
+ - `members`: a comma-separated list of values that contain members
+ of the `target_group` e.g. "me@test1.com, me@test2.com,
+ me@test3.com"
+
+ - `admins`: a comma-separated list of values that contain
+ administrators of the `target_group` e.g. "me@test1.com,
+ me@test2.com, me@test3.com"
+
+ """
+ # Emails
+ _members: Set = set("".join(members.split()).split(",")
+ if members else [])
+ _admins: Set = set("".join(admins.split()).split(",")
+ if admins else [])
+
+ # Unique IDs
+ member_ids: Set = set()
+ admin_ids: Set = set()
+
+ for user_id, user_details in users.items():
+ _details = json.loads(user_details)
+ if _details.get("email_address") in _members:
+ member_ids.add(user_id)
+ if _details.get("email_address") in _admins:
+ admin_ids.add(user_id)
+
+ timestamp: str = datetime.datetime.utcnow().strftime('%b %d %Y %I:%M%p')
+ return {"key": "groups",
+ "field": str(uuid.uuid4()),
+ "value": json.dumps({
+ "name": target_group,
+ "admins": list(admin_ids),
+ "members": list(member_ids),
+ "changed_timestamp": timestamp,
+ })}
+
+
+if __name__ == "__main__":
+ # Initialising the parser CLI arguments
+ parser = argparse.ArgumentParser()
+ parser.add_argument("-g", "--group-name",
+ help="This is the name of the GROUP mask")
+ parser.add_argument("-m", "--members",
+ help="Members of the GROUP mask")
+ parser.add_argument("-a", "--admins",
+ help="Admins of the GROUP mask")
+ args = parser.parse_args()
+
+ if not args.group_name:
+ exit("\nExiting. Please specify a group name to use!\n")
+
+ members = args.members if args.members else None
+ admins = args.admins if args.admins else None
+
+ REDIS_CONN = redis.Redis(decode_responses=True)
+ USERS = REDIS_CONN.hgetall("users")
+
+ if not any([members, admins]):
+ exit("\nExiting. Please provide a value for "
+ "MEMBERS(-m) or ADMINS(-a)!\n")
+
+ data = create_group_data(
+ users=USERS,
+ target_group=args.group_name,
+ members=members,
+ admins=admins)
+
+ if not REDIS_CONN.hget("groups", data.get("field")):
+ updated_data = json.loads(data["value"])
+ timestamp = datetime.datetime.utcnow().strftime('%b %d %Y %I:%M%p')
+ updated_data["created_timestamp"] = timestamp
+ data["value"] = json.dumps(updated_data)
+
+ created_p = REDIS_CONN.hset(data.get("key", ""),
+ data.get("field", ""),
+ data.get("value", ""))
+
+ groups = json.loads(REDIS_CONN.hget("groups",
+ data.get("field"))) # type: ignore
+ if created_p:
+ exit(f"\nSuccessfully created the group: '{args.group_name}'\n"
+ f"`HGETALL groups {args.group_name}`: {groups}\n")
+ exit("\nNo new group was created.\n"
+ f"`HGETALL groups {args.group_name}`: {groups}\n")
diff --git a/scripts/authentication/resource.py b/scripts/authentication/resource.py
new file mode 100644
index 00000000..4996f34c
--- /dev/null
+++ b/scripts/authentication/resource.py
@@ -0,0 +1,104 @@
+"""A script that:
+
+- Optionally restores data from a json file.
+
+- By default, without any args provided, adds the group: 'editors' to
+every resource. 'editors' should have the right to edit both metadata
+and data.
+
+- Optionally creates a back-up every time you edit a resource.
+
+
+To restore a back-up:
+
+.. code-block:: python
+ python resource.py --restore <PATH/TO/RESOURCE/BACK-UP/FILE>
+
+To add editors to every resource without creating a back-up:
+
+.. code-block:: python
+ python resource.py
+
+To add editors to every resource while creating a back-up before any
+destructive edits:
+
+.. code-block:: python
+ python resource.py --enable-backup
+
+"""
+import argparse
+import json
+import redis
+import os
+
+from datetime import datetime
+
+
+def recover_hash(name: str, file_path: str, set_function) -> bool:
+ """Recover back-ups using the `set_function`
+
+ Parameters:
+
+ - `name`: Redis hash where `file_path` will be restored
+
+ - `file_path`: File path where redis hash is sourced from
+
+ - `set_function`: Function used to do the Redis backup for
+ example: HSET
+
+ """
+ try:
+ with open(file_path, "r") as f:
+ resources = json.load(f)
+ for resource_id, resource in resources.items():
+ set_function(name=name,
+ key=resource_id,
+ value=resource)
+ return True
+ except Exception as e:
+ print(e)
+ return False
+
+
+if __name__ == "__main__":
+ # Initialising the parser CLI arguments
+ parser = argparse.ArgumentParser()
+ parser.add_argument("--group-id",
+ help="Add the group id to all resources")
+ parser.add_argument("--restore",
+ help="Restore from a given backup")
+ parser.add_argument("--enable-backup", action="store_true",
+ help="Create a back up before edits")
+ args = parser.parse_args()
+
+ if not args.group_id:
+ exit("Please specify the group-id!\n")
+ if args.restore:
+ if recover_hash(name="resources",
+ file_path=args.back_up,
+ set_function=redis.Redis(decode_responses=True).hset):
+ exit(f"\n Done restoring {args.back_up}!\n")
+ else:
+ exit(f"\n There was an error restoring {args.back_up}!\n")
+
+ REDIS_CONN = redis.Redis(decode_responses=True)
+ RESOURCES = REDIS_CONN.hgetall("resources")
+ BACKUP_DIR = os.path.join(os.getenv("HOME"), "redis")
+ if args.enable_backup:
+ FILENAME = ("resources-"
+ f"{datetime.now().strftime('%Y-%m-%d-%I:%M:%S-%p')}"
+ ".json")
+ if not os.path.exists(BACKUP_DIR):
+ os.mkdir(BACKUP_DIR)
+ with open(os.path.join(BACKUP_DIR, FILENAME), "w") as f:
+ json.dump(RESOURCES, f, indent=4)
+ print(f"\nDone backing upto {FILENAME}")
+
+ for resource_id, resource in RESOURCES.items():
+ _resource = json.loads(resource) # str -> dict conversion
+ _resource["group_masks"] = {args.group_id: {"metadata": "edit",
+ "data": "edit"}}
+ REDIS_CONN.hset("resources",
+ resource_id,
+ json.dumps(_resource))
+ exit("Done updating `resources`\n")
diff --git a/scripts/convert_dol_genotypes.py b/scripts/convert_dol_genotypes.py
new file mode 100644
index 00000000..81b3bd6d
--- /dev/null
+++ b/scripts/convert_dol_genotypes.py
@@ -0,0 +1,74 @@
+# This is just to convert the Rqtl2 format genotype files for DOL into a .geno file
+# Everything is hard-coded since I doubt this will be re-used and I just wanted to generate the file quickly
+
+import os
+
+geno_dir = "/home/zas1024/gn2-zach/DO_genotypes/"
+markers_file = "/home/zas1024/gn2-zach/DO_genotypes/SNP_Map.txt"
+gn_geno_path = "/home/zas1024/gn2-zach/DO_genotypes/DOL.geno"
+
+# Iterate through the SNP_Map.txt file to get marker positions
+marker_data = {}
+with open(markers_file, "r") as markers_fh:
+ for i, line in enumerate(markers_fh):
+ if i == 0:
+ continue
+ else:
+ line_items = line.split("\t")
+ this_marker = {}
+ this_marker['chr'] = line_items[2] if line_items[2] != "0" else "M"
+ this_marker['pos'] = f'{float(line_items[3])/1000000:.6f}'
+ marker_data[line_items[1]] = this_marker
+
+# Iterate through R/qtl2 format genotype files and pull out the samplelist and genotypes for each marker
+sample_names = []
+for filename in os.listdir(geno_dir):
+ if "gm4qtl2_geno" in filename:
+ with open(geno_dir + "/" + filename, "r") as rqtl_geno_fh:
+ for i, line in enumerate(rqtl_geno_fh):
+ line_items = line.split(",")
+ if i < 3:
+ continue
+ elif not len(sample_names) and i == 3:
+ sample_names = [item.replace("TLB", "TB") for item in line_items[1:]]
+ elif i > 3:
+ marker_data[line_items[0]]['genotypes'] = ["X" if item.strip() == "-" else item.strip() for item in line_items[1:]]
+
+# Generate list of marker obs to iterate through when writing to .geno file
+marker_list = []
+for key, value in marker_data.items():
+ if 'genotypes' in value:
+ this_marker = {
+ 'chr': value['chr'],
+ 'locus': key,
+ 'pos': value['pos'],
+ 'genotypes': value['genotypes']
+ }
+ marker_list.append(this_marker)
+
+def sort_func(e):
+ """For ensuring that X/Y chromosomes/mitochondria are sorted to the end correctly"""
+ try:
+ return float((e['chr']))*1000 + float(e['pos'])
+ except:
+ if e['chr'] == "X":
+ return 20000 + float(e['pos'])
+ elif e['chr'] == "Y":
+ return 21000 + float(e['pos'])
+ elif e['chr'] == "M":
+ return 22000 + float(e['pos'])
+
+# Sort markers by chromosome
+marker_list.sort(key=sort_func)
+
+# Write lines to .geno file
+with open(gn_geno_path, "w") as gn_geno_fh:
+ gn_geno_fh.write("\t".join((["Chr", "Locus", "cM", "Mb"] + sample_names)))
+ for marker in marker_list:
+ row_contents = [
+ marker['chr'],
+ marker['locus'],
+ marker['pos'],
+ marker['pos']
+ ] + marker['genotypes']
+ gn_geno_fh.write("\t".join(row_contents) + "\n")
diff --git a/scripts/maintenance/datastructure.py b/scripts/maintenance/datastructure.py
new file mode 100755
index 00000000..9f3e8b1e
--- /dev/null
+++ b/scripts/maintenance/datastructure.py
@@ -0,0 +1,177 @@
+import utilities
+
+def get_probesetfreezes(inbredsetid):
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT ProbeSetFreeze.`Id`, ProbeSetFreeze.`Name`, ProbeSetFreeze.`FullName`
+ FROM ProbeSetFreeze, ProbeFreeze
+ WHERE ProbeSetFreeze.`ProbeFreezeId`=ProbeFreeze.`Id`
+ AND ProbeFreeze.`InbredSetId`=%s
+ """
+ cursor.execute(sql, (inbredsetid))
+ return cursor.fetchall()
+
+def get_probesetfreeze(probesetfreezeid):
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT ProbeSetFreeze.`Id`, ProbeSetFreeze.`Name`, ProbeSetFreeze.`FullName`
+ FROM ProbeSetFreeze
+ WHERE ProbeSetFreeze.`Id`=%s
+ """
+ cursor.execute(sql, (probesetfreezeid))
+ return cursor.fetchone()
+
+def get_strains(inbredsetid):
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT Strain.`Id`, Strain.`Name`
+ FROM StrainXRef, Strain
+ WHERE StrainXRef.`InbredSetId`=%s
+ AND StrainXRef.`StrainId`=Strain.`Id`
+ ORDER BY StrainXRef.`OrderId`
+ """
+ cursor.execute(sql, (inbredsetid))
+ return cursor.fetchall()
+
+def get_inbredset(probesetfreezeid):
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT InbredSet.`Id`, InbredSet.`Name`, InbredSet.`FullName`
+ FROM InbredSet, ProbeFreeze, ProbeSetFreeze
+ WHERE InbredSet.`Id`=ProbeFreeze.`InbredSetId`
+ AND ProbeFreeze.`Id`=ProbeSetFreeze.`ProbeFreezeId`
+ AND ProbeSetFreeze.`Id`=%s
+ """
+ cursor.execute(sql, (probesetfreezeid))
+ return cursor.fetchone()
+
+def get_species(inbredsetid):
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT Species.`Id`, Species.`Name`, Species.`MenuName`, Species.`FullName`
+ FROM InbredSet, Species
+ WHERE InbredSet.`Id`=%s
+ AND InbredSet.`SpeciesId`=Species.`Id`
+ """
+ cursor.execute(sql, (inbredsetid))
+ return cursor.fetchone()
+
+def get_genofreeze_byinbredsetid(inbredsetid):
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT GenoFreeze.`Id`, GenoFreeze.`Name`, GenoFreeze.`FullName`, GenoFreeze.`InbredSetId`
+ FROM GenoFreeze
+ WHERE GenoFreeze.`InbredSetId`=%s
+ """
+ cursor.execute(sql, (inbredsetid))
+ return cursor.fetchone()
+
+def get_nextdataid_genotype():
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT GenoData.`Id`
+ FROM GenoData
+ ORDER BY GenoData.`Id` DESC
+ LIMIT 1
+ """
+ cursor.execute(sql)
+ re = cursor.fetchone()
+ dataid = re[0]
+ dataid += 1
+ return dataid
+
+def get_nextdataid_phenotype():
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT PublishData.`Id`
+ FROM PublishData
+ ORDER BY PublishData.`Id` DESC
+ LIMIT 1
+ """
+ cursor.execute(sql)
+ re = cursor.fetchone()
+ dataid = re[0]
+ dataid += 1
+ return dataid
+
+def get_nextorderid_strainxref(inbredsetid):
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT StrainXRef.`OrderId`
+ FROM StrainXRef
+ WHERE StrainXRef.`InbredSetId`=%s
+ ORDER BY StrainXRef.`OrderId` DESC
+ LIMIT 1
+ """
+ cursor.execute(sql, (inbredsetid))
+ re = cursor.fetchone()
+ if re:
+ orderid = re[0] + 1
+ else:
+ orderid = 1
+ return orderid
+
+def insert_strain(inbredsetid, strainname):
+ speciesid = get_species(inbredsetid)[0]
+ cursor, con = utilities.get_cursor()
+ sql = """
+ INSERT INTO Strain
+ SET
+ Strain.`Name`=%s,
+ Strain.`Name2`=%s,
+ Strain.`SpeciesId`=%s
+ """
+ cursor.execute(sql, (strainname, strainname, speciesid))
+
+def insert_strainxref(inbredsetid, strainid):
+ orderid = get_nextorderid_strainxref(inbredsetid)
+ cursor, con = utilities.get_cursor()
+ sql = """
+ INSERT INTO StrainXRef
+ SET
+ StrainXRef.`InbredSetId`=%s,
+ StrainXRef.`StrainId`=%s,
+ StrainXRef.`OrderId`=%s,
+ StrainXRef.`Used_for_mapping`=%s,
+ StrainXRef.`PedigreeStatus`=%s
+ """
+ cursor.execute(sql, (inbredsetid, strainid, orderid, "N", None))
+
+def get_strain(inbredsetid, strainname):
+ speciesid = get_species(inbredsetid)[0]
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT Strain.`Id`, Strain.`Name`
+ FROM Strain
+ WHERE Strain.`SpeciesId`=%s
+ AND Strain.`Name` LIKE %s
+ """
+ cursor.execute(sql, (speciesid, strainname))
+ return cursor.fetchone()
+
+def get_strainxref(inbredsetid, strainid):
+ cursor, con = utilities.get_cursor()
+ sql = """
+ SELECT StrainXRef.`StrainId`
+ FROM StrainXRef
+ WHERE StrainXRef.`InbredSetId`=%s
+ AND StrainXRef.`StrainId`=%s
+ """
+ cursor.execute(sql, (inbredsetid, strainid))
+ return cursor.fetchone()
+
+def get_strain_sure(inbredsetid, strainname, updatestrainxref=None):
+ strain = get_strain(inbredsetid, strainname)
+ if not strain:
+ insert_strain(inbredsetid, strainname)
+ strain = get_strain(inbredsetid, strainname)
+ strainxref = get_strainxref(inbredsetid, strain[0])
+ if not strainxref and updatestrainxref:
+ insert_strainxref(inbredsetid, strain[0])
+ return strain
+
+def get_strains_bynames(inbredsetid, strainnames, updatestrainxref=None):
+ strains = []
+ for strainname in strainnames:
+ strains.append(get_strain_sure(inbredsetid, strainname, updatestrainxref))
+ return strains
diff --git a/scripts/maintenance/load_phenotypes.py b/scripts/maintenance/load_phenotypes.py
index 759d2eec..aa02d0cd 100755
--- a/scripts/maintenance/load_phenotypes.py
+++ b/scripts/maintenance/load_phenotypes.py
@@ -1,3 +1,11 @@
+# Load Python3 environment with GN2 utilities:
+#
+# source /usr/local/guix-profiles/gn-latest-20210512/etc/profile
+#
+# and run
+#
+# python load_phenotypes.py [args...]
+
import sys
import csv
@@ -9,35 +17,34 @@ def main(argv):
config = utilities.get_config(argv[1])
print("config:")
for item in config.items('config'):
- print(("\t%s" % (str(item))))
+ print("\t%s" % (str(item)))
# var
inbredsetid = config.get('config', 'inbredsetid')
- print(("inbredsetid: %s" % inbredsetid))
+ print("inbredsetid: %s" % inbredsetid)
species = datastructure.get_species(inbredsetid)
speciesid = species[0]
- print(("speciesid: %s" % speciesid))
+ print("speciesid: %s" % speciesid)
dataid = datastructure.get_nextdataid_phenotype()
- print(("next data id: %s" % dataid))
+ print("next data id: %s" % dataid)
cursor, con = utilities.get_cursor()
# datafile
datafile = open(config.get('config', 'datafile'), 'r')
phenotypedata = csv.reader(datafile, delimiter='\t', quotechar='"')
- phenotypedata_head = next(phenotypedata)
- print(("phenotypedata head:\n\t%s" % phenotypedata_head))
+ phenotypedata_head = phenotypedata.next()
+ print("phenotypedata head:\n\t%s" % phenotypedata_head)
strainnames = phenotypedata_head[1:]
strains = datastructure.get_strains_bynames(inbredsetid=inbredsetid, strainnames=strainnames, updatestrainxref="yes")
# metafile
metafile = open(config.get('config', 'metafile'), 'r')
phenotypemeta = csv.reader(metafile, delimiter='\t', quotechar='"')
- phenotypemeta_head = next(phenotypemeta)
- print(("phenotypemeta head:\n\t%s" % phenotypemeta_head))
- print()
+ phenotypemeta_head = phenotypemeta.next()
+ print("phenotypemeta head:\n\t%s" % phenotypemeta_head)
# load
for metarow in phenotypemeta:
#
- datarow_value = next(phenotypedata)
- datarow_se = next(phenotypedata)
- datarow_n = next(phenotypedata)
+ datarow_value = phenotypedata.next()
+ datarow_se = phenotypedata.next()
+ datarow_n = phenotypedata.next()
# Phenotype
sql = """
INSERT INTO Phenotype
@@ -67,7 +74,7 @@ def main(argv):
))
rowcount = cursor.rowcount
phenotypeid = con.insert_id()
- print(("INSERT INTO Phenotype: %d record: %d" % (rowcount, phenotypeid)))
+ print("INSERT INTO Phenotype: %d record: %d" % (rowcount, phenotypeid))
# Publication
publicationid = None # reset
pubmed_id = utilities.to_db_string(metarow[0], None)
@@ -81,7 +88,7 @@ def main(argv):
re = cursor.fetchone()
if re:
publicationid = re[0]
- print(("get Publication record: %d" % publicationid))
+ print("get Publication record: %d" % publicationid)
if not publicationid:
sql = """
INSERT INTO Publication
@@ -109,7 +116,7 @@ def main(argv):
))
rowcount = cursor.rowcount
publicationid = con.insert_id()
- print(("INSERT INTO Publication: %d record: %d" % (rowcount, publicationid)))
+ print("INSERT INTO Publication: %d record: %d" % (rowcount, publicationid))
# data
for index, strain in enumerate(strains):
#
@@ -158,14 +165,14 @@ def main(argv):
cursor.execute(sql, (inbredsetid, phenotypeid, publicationid, dataid, ""))
rowcount = cursor.rowcount
publishxrefid = con.insert_id()
- print(("INSERT INTO PublishXRef: %d record: %d" % (rowcount, publishxrefid)))
+ print("INSERT INTO PublishXRef: %d record: %d" % (rowcount, publishxrefid))
# for loop next
dataid += 1
- print()
+ print
# release
con.close()
if __name__ == "__main__":
- print(("command line arguments:\n\t%s" % sys.argv))
+ print("command line arguments:\n\t%s" % sys.argv)
main(sys.argv)
print("exit successfully")
diff --git a/scripts/maintenance/utilities.py b/scripts/maintenance/utilities.py
new file mode 100644
index 00000000..886410c2
--- /dev/null
+++ b/scripts/maintenance/utilities.py
@@ -0,0 +1,89 @@
+import MySQLdb
+import re
+import configparser
+
+def get_cursor():
+ host = 'tux.uthsc.edu'
+ user = 'webqtlout'
+ passwd = 'webqtlout'
+ db = 'db_webqtl'
+ con = MySQLdb.Connect(db=db, host=host, user=user, passwd=passwd)
+ cursor = con.cursor()
+ return cursor, con
+
+def clearspaces(s, default=None):
+ if s:
+ s = re.sub('\s+', ' ', s)
+ s = s.strip()
+ return s
+ else:
+ return default
+
+def to_dic(keys, values):
+ dic = {}
+ for i in range(len(keys)):
+ key = keys[i]
+ value = values[i]
+ dic[key] = value
+ return dic
+
+def overlap(dic1, dic2):
+ keys = []
+ values1 = []
+ values2 = []
+ for key in dic1.keys():
+ if key in dic2:
+ value1 = dic1[key]
+ value2 = dic2[key]
+ if value1 and value2:
+ keys.append(key)
+ values1.append(value1)
+ values2.append(value2)
+ return keys, values1, values2
+
+def to_db_string(s, default):
+ if s:
+ s = s.strip()
+ if len(s) == 0:
+ return default
+ elif s == 'x':
+ return default
+ else:
+ return s
+ else:
+ return default
+
+def to_db_float(s, default):
+ if s:
+ s = s.strip()
+ if len(s) == 0:
+ return default
+ elif s == 'x':
+ return default
+ else:
+ try:
+ return float(s)
+ except:
+ return default
+ else:
+ return default
+
+def to_db_int(s, default):
+ if s:
+ s = s.strip()
+ if len(s) == 0:
+ return default
+ elif s == 'x':
+ return default
+ else:
+ try:
+ return int(s)
+ except:
+ return default
+ else:
+ return default
+
+def get_config(configfile):
+ config = configparser.ConfigParser()
+ config.read(configfile)
+ return config