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-rw-r--r--gn2/utility/Plot.py343
-rw-r--r--gn2/utility/TDCell.py41
-rw-r--r--gn2/utility/THCell.py42
-rw-r--r--gn2/utility/__init__.py35
-rw-r--r--gn2/utility/after.py15
-rw-r--r--gn2/utility/authentication_tools.py150
-rw-r--r--gn2/utility/chunks.py30
-rw-r--r--gn2/utility/corestats.py86
-rw-r--r--gn2/utility/corr_result_helpers.py42
-rw-r--r--gn2/utility/db_tools.py23
-rw-r--r--gn2/utility/external.py10
-rw-r--r--gn2/utility/formatting.py121
-rw-r--r--gn2/utility/gen_geno_ob.py182
-rw-r--r--gn2/utility/genofile_parser.py100
-rw-r--r--gn2/utility/helper_functions.py69
-rw-r--r--gn2/utility/hmac.py43
-rw-r--r--gn2/utility/json/__init__.py3
-rw-r--r--gn2/utility/json/encoders.py17
-rw-r--r--gn2/utility/monads.py114
-rw-r--r--gn2/utility/pillow_utils.py28
-rw-r--r--gn2/utility/redis_tools.py285
-rw-r--r--gn2/utility/startup_config.py41
-rw-r--r--gn2/utility/svg.py1179
-rw-r--r--gn2/utility/temp_data.py25
-rw-r--r--gn2/utility/tools.py357
-rw-r--r--gn2/utility/type_checking.py47
-rw-r--r--gn2/utility/webqtlUtil.py118
27 files changed, 3546 insertions, 0 deletions
diff --git a/gn2/utility/Plot.py b/gn2/utility/Plot.py
new file mode 100644
index 00000000..ace954e4
--- /dev/null
+++ b/gn2/utility/Plot.py
@@ -0,0 +1,343 @@
+# 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
+
+from PIL import ImageColor
+from PIL import ImageDraw
+from PIL import ImageFont
+
+from math import *
+
+import gn2.utility.corestats as corestats
+from gn2.base import webqtlConfig
+from gn2.utility.pillow_utils import draw_rotated_text
+
+
+# ---- Define common colours ---- #
+BLUE = ImageColor.getrgb("blue")
+BLACK = ImageColor.getrgb("black")
+# ---- END: Define common colours ---- #
+
+# ---- FONT FILES ---- #
+VERDANA_FILE = "./wqflask/static/fonts/verdana.ttf"
+COUR_FILE = "./wqflask/static/fonts/courbd.ttf"
+TAHOMA_FILE = "./wqflask/static/fonts/tahoma.ttf"
+# ---- END: FONT FILES ---- #
+
+
+def cformat(d, rank=0):
+ 'custom string format'
+ strD = "%2.6f" % d
+
+ if rank == 0:
+ while strD[-1] in ('0', '.'):
+ if strD[-1] == '0' and strD[-2] == '.' and len(strD) <= 4:
+ break
+ elif strD[-1] == '.':
+ strD = strD[:-1]
+ break
+ else:
+ strD = strD[:-1]
+
+ else:
+ strD = strD.split(".")[0]
+
+ if strD == '-0.0':
+ strD = '0.0'
+ return strD
+
+
+def frange(start, end=None, inc=1.0):
+ "A faster range-like function that does accept float increments..."
+ if end == None:
+ end = start + 0.0
+ start = 0.0
+ else:
+ start += 0.0 # force it to be a float
+ count = int((end - start) / inc)
+ if start + count * inc != end:
+ # Need to adjust the count. AFAICT, it always comes up one short.
+ count += 1
+ L = [start] * count
+ for i in range(1, count):
+ L[i] = start + i * inc
+ return L
+
+
+def find_outliers(vals):
+ """Calculates the upper and lower bounds of a set of sample/case values
+
+
+ >>> find_outliers([3.504, 5.234, 6.123, 7.234, 3.542, 5.341, 7.852, 4.555, 12.537])
+ (11.252500000000001, 0.5364999999999993)
+
+ >>> find_outliers([9,12,15,17,31,50,7,5,6,8])
+ (32.0, -8.0)
+
+ If there are no vals, returns None for the upper and lower bounds,
+ which code that calls it will have to deal with.
+ >>> find_outliers([])
+ (None, None)
+
+ """
+
+ if vals:
+ stats = corestats.Stats(vals)
+ low_hinge = stats.percentile(25)
+ up_hinge = stats.percentile(75)
+ hstep = 1.5 * (up_hinge - low_hinge)
+
+ upper_bound = up_hinge + hstep
+ lower_bound = low_hinge - hstep
+
+ else:
+ upper_bound = None
+ lower_bound = None
+
+ return upper_bound, lower_bound
+
+# parameter: data is either object returned by reaper permutation function (called by MarkerRegressionPage.py)
+# or the first object returned by direct (pair-scan) permu function (called by DirectPlotPage.py)
+
+
+def plotBar(canvas, data, barColor=BLUE, axesColor=BLACK, labelColor=BLACK, XLabel=None, YLabel=None, title=None, offset=(60, 20, 40, 40), zoom=1):
+ im_drawer = ImageDraw.Draw(canvas)
+ xLeftOffset, xRightOffset, yTopOffset, yBottomOffset = offset
+
+ plotWidth = canvas.size[0] - xLeftOffset - xRightOffset
+ plotHeight = canvas.size[1] - yTopOffset - yBottomOffset
+ if plotHeight <= 0 or plotWidth <= 0:
+ return
+
+ if len(data) < 2:
+ return
+
+ max_D = max(data)
+ min_D = min(data)
+ # add by NL 06-20-2011: fix the error: when max_D is infinite, log function in detScale will go wrong
+ if (max_D == float('inf') or max_D > webqtlConfig.MAXLRS) and min_D < webqtlConfig.MAXLRS:
+ max_D = webqtlConfig.MAXLRS # maximum LRS value
+
+ xLow, xTop, stepX = detScale(min_D, max_D)
+
+ # reduce data
+ # ZS: Used to determine number of bins for permutation output
+ step = ceil((xTop - xLow) / 50.0)
+ j = xLow
+ dataXY = []
+ Count = []
+ while j <= xTop:
+ dataXY.append(j)
+ Count.append(0)
+ j += step
+
+ for i, item in enumerate(data):
+ if (item == float('inf') or item > webqtlConfig.MAXLRS) and min_D < webqtlConfig.MAXLRS:
+ item = webqtlConfig.MAXLRS # maximum LRS value
+ j = int((item - xLow) / step)
+ Count[j] += 1
+
+ yLow, yTop, stepY = detScale(0, max(Count))
+
+ # draw data
+ xScale = plotWidth / (xTop - xLow)
+ yScale = plotHeight / (yTop - yLow)
+ barWidth = xScale * step
+
+ for i, count in enumerate(Count):
+ if count:
+ xc = (dataXY[i] - xLow) * xScale + xLeftOffset
+ yc = -(count - yLow) * yScale + yTopOffset + plotHeight
+ im_drawer.rectangle(
+ xy=((xc + 2, yc), (xc + barWidth - 2, yTopOffset + plotHeight)),
+ outline=barColor, fill=barColor)
+
+ # draw drawing region
+ im_drawer.rectangle(
+ xy=((xLeftOffset, yTopOffset),
+ (xLeftOffset + plotWidth, yTopOffset + plotHeight))
+ )
+
+ # draw scale
+ scaleFont = ImageFont.truetype(font=COUR_FILE, size=11)
+ x = xLow
+ for i in range(int(stepX) + 1):
+ xc = xLeftOffset + (x - xLow) * xScale
+ im_drawer.line(
+ xy=((xc, yTopOffset + plotHeight),
+ (xc, yTopOffset + plotHeight + 5)),
+ fill=axesColor)
+ strX = cformat(d=x, rank=0)
+ im_drawer.text(
+ text=strX,
+ xy=(xc - im_drawer.textsize(strX, font=scaleFont)[0] / 2,
+ yTopOffset + plotHeight + 14), font=scaleFont)
+ x += (xTop - xLow) / stepX
+
+ y = yLow
+ for i in range(int(stepY) + 1):
+ yc = yTopOffset + plotHeight - (y - yLow) * yScale
+ im_drawer.line(
+ xy=((xLeftOffset, yc), (xLeftOffset - 5, yc)), fill=axesColor)
+ strY = "%d" % y
+ im_drawer.text(
+ text=strY,
+ xy=(xLeftOffset - im_drawer.textsize(strY,
+ font=scaleFont)[0] - 6, yc + 5),
+ font=scaleFont)
+ y += (yTop - yLow) / stepY
+
+ # draw label
+ labelFont = ImageFont.truetype(font=TAHOMA_FILE, size=17)
+ if XLabel:
+ im_drawer.text(
+ text=XLabel,
+ xy=(xLeftOffset + (
+ plotWidth - im_drawer.textsize(XLabel, font=labelFont)[0]) / 2.0,
+ yTopOffset + plotHeight + yBottomOffset - 10),
+ font=labelFont, fill=labelColor)
+
+ if YLabel:
+ draw_rotated_text(canvas, text=YLabel,
+ xy=(19,
+ yTopOffset + plotHeight - (
+ plotHeight - im_drawer.textsize(
+ YLabel, font=labelFont)[0]) / 2.0),
+ font=labelFont, fill=labelColor, angle=90)
+
+ labelFont = ImageFont.truetype(font=VERDANA_FILE, size=16)
+ if title:
+ im_drawer.text(
+ text=title,
+ xy=(xLeftOffset + (plotWidth - im_drawer.textsize(
+ title, font=labelFont)[0]) / 2.0,
+ 20),
+ font=labelFont, fill=labelColor)
+
+# This function determines the scale of the plot
+
+
+def detScaleOld(min, max):
+ if min >= max:
+ return None
+ elif min == -1.0 and max == 1.0:
+ return [-1.2, 1.2, 12]
+ else:
+ a = max - min
+ b = floor(log10(a))
+ c = pow(10.0, b)
+ if a < c * 5.0:
+ c /= 2.0
+ # print a,b,c
+ low = c * floor(min / c)
+ high = c * ceil(max / c)
+ return [low, high, round((high - low) / c)]
+
+
+def detScale(min=0, max=0):
+
+ if min >= max:
+ return None
+ elif min == -1.0 and max == 1.0:
+ return [-1.2, 1.2, 12]
+ else:
+ a = max - min
+ if max != 0:
+ max += 0.1 * a
+ if min != 0:
+ if min > 0 and min < 0.1 * a:
+ min = 0.0
+ else:
+ min -= 0.1 * a
+ a = max - min
+ b = floor(log10(a))
+ c = pow(10.0, b)
+ low = c * floor(min / c)
+ high = c * ceil(max / c)
+ n = round((high - low) / c)
+ div = 2.0
+ while n < 5 or n > 15:
+ if n < 5:
+ c /= div
+ else:
+ c *= div
+ if div == 2.0:
+ div = 5.0
+ else:
+ div = 2.0
+ low = c * floor(min / c)
+ high = c * ceil(max / c)
+ n = round((high - low) / c)
+
+ return [low, high, n]
+
+
+def bluefunc(x):
+ return 1.0 / (1.0 + exp(-10 * (x - 0.6)))
+
+
+def redfunc(x):
+ return 1.0 / (1.0 + exp(10 * (x - 0.5)))
+
+
+def greenfunc(x):
+ return 1 - pow(redfunc(x + 0.2), 2) - bluefunc(x - 0.3)
+
+
+def colorSpectrum(n=100):
+ multiple = 10
+ if n == 1:
+ return [ImageColor.getrgb("rgb(100%,0%,0%)")]
+ elif n == 2:
+ return [ImageColor.getrgb("100%,0%,0%)"),
+ ImageColor.getrgb("rgb(0%,0%,100%)")]
+ elif n == 3:
+ return [ImageColor.getrgb("rgb(100%,0%,0%)"),
+ ImageColor.getrgb("rgb(0%,100%,0%)"),
+ ImageColor.getrgb("rgb(0%,0%,100%)")]
+ N = n * multiple
+ out = [None] * N
+ for i in range(N):
+ x = float(i) / N
+ out[i] = ImageColor.getrgb("rgb({}%,{}%,{}%".format(
+ *[int(i * 100) for i in (
+ redfunc(x), greenfunc(x), bluefunc(x))]))
+ out2 = [out[0]]
+ step = N / float(n - 1)
+ j = 0
+ for i in range(n - 2):
+ j += step
+ out2.append(out[int(j)])
+ out2.append(out[-1])
+ return out2
+
+
+def _test():
+ import doctest
+ doctest.testmod()
+
+
+if __name__ == "__main__":
+ _test()
diff --git a/gn2/utility/TDCell.py b/gn2/utility/TDCell.py
new file mode 100644
index 00000000..4b0f4b1d
--- /dev/null
+++ b/gn2/utility/TDCell.py
@@ -0,0 +1,41 @@
+# 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
+
+##########################################################
+#
+# Table Cell Class
+#
+##########################################################
+
+
+class TDCell:
+ def __init__(self, html="", text="", val=0.0):
+ self.html = html # html, for web page
+ self.text = text # text value, for output to a text file
+ self.val = val # sort by value
+
+ def __str__(self):
+ return self.text
diff --git a/gn2/utility/THCell.py b/gn2/utility/THCell.py
new file mode 100644
index 00000000..f533dcb8
--- /dev/null
+++ b/gn2/utility/THCell.py
@@ -0,0 +1,42 @@
+# 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
+
+##########################################################
+#
+# Table Header Class
+#
+##########################################################
+
+
+class THCell:
+ def __init__(self, html="", text="", sort=1, idx=-1):
+ self.html = html # html, for web page
+ self.text = text # Column text value
+ self.sort = sort # 0: not sortable, 1: yes
+ self.idx = idx # sort by value
+
+ def __str__(self):
+ return self.text
diff --git a/gn2/utility/__init__.py b/gn2/utility/__init__.py
new file mode 100644
index 00000000..25273fa0
--- /dev/null
+++ b/gn2/utility/__init__.py
@@ -0,0 +1,35 @@
+from pprint import pformat as pf
+
+# Todo: Move these out of __init__
+
+
+class Bunch:
+ """Like a dictionary but using object notation"""
+
+ def __init__(self, **kw):
+ self.__dict__ = kw
+
+ def __repr__(self):
+ return pf(self.__dict__)
+
+
+class Struct:
+ '''The recursive class for building and representing objects with.
+
+ From http://stackoverflow.com/a/6573827/1175849
+
+ '''
+
+ def __init__(self, obj):
+ for k, v in list(obj.items()):
+ if isinstance(v, dict):
+ setattr(self, k, Struct(v))
+ else:
+ setattr(self, k, v)
+
+ def __getitem__(self, val):
+ return self.__dict__[val]
+
+ def __repr__(self):
+ return '{%s}' % str(', '.join('%s : %s' % (k, repr(v)) for
+ (k, v) in list(self.__dict__.items())))
diff --git a/gn2/utility/after.py b/gn2/utility/after.py
new file mode 100644
index 00000000..5f802d35
--- /dev/null
+++ b/gn2/utility/after.py
@@ -0,0 +1,15 @@
+"""
+See: http://flask.pocoo.org/docs/patterns/deferredcallbacks/#deferred-callbacks
+
+"""
+
+from flask import g
+
+from gn2.wqflask import app
+
+
+def after_this_request(f):
+ if not hasattr(g, 'after_request_callbacks'):
+ g.after_request_callbacks = []
+ g.after_request_callbacks.append(f)
+ return f
diff --git a/gn2/utility/authentication_tools.py b/gn2/utility/authentication_tools.py
new file mode 100644
index 00000000..935f629e
--- /dev/null
+++ b/gn2/utility/authentication_tools.py
@@ -0,0 +1,150 @@
+import json
+import requests
+
+from flask import g
+from gn2.wqflask.database import database_connection
+from gn2.base import webqtlConfig
+
+from gn2.utility.redis_tools import (get_redis_conn,
+ get_resource_info,
+ get_resource_id,
+ add_resource)
+from gn2.utility.tools import get_setting, GN_PROXY_URL
+
+Redis = get_redis_conn()
+
+def check_resource_availability(dataset, user_id, trait_id=None):
+ # At least for now assume temporary entered traits are accessible
+ if type(dataset) == str or dataset.type == "Temp":
+ return webqtlConfig.DEFAULT_PRIVILEGES
+
+ resource_id = get_resource_id(dataset, trait_id)
+
+ # ZS: This should never be false, but it's technically possible if
+ # a non-Temp dataset somehow had a type other than
+ # Publish/ProbeSet/Geno
+ if resource_id:
+ resource_info = get_resource_info(resource_id)
+
+ # If resource isn't already in redis, add it with default
+ # privileges
+ if not resource_info:
+ resource_info = add_new_resource(dataset, trait_id)
+
+ # Check if super-user - we should probably come up with some
+ # way to integrate this into the proxy
+ if user_id in Redis.smembers("super_users"):
+ return webqtlConfig.SUPER_PRIVILEGES
+
+ response = None
+ the_url = f"{GN_PROXY_URL}available?resource={resource_id}&user={user_id}"
+ try:
+ response = json.loads(requests.get(the_url).content)
+ except:
+ response = resource_info['default_mask']
+
+ return response
+
+
+def add_new_resource(dataset, trait_id=None):
+ resource_ob = {
+ 'owner_id': "none", # webqtlConfig.DEFAULT_OWNER_ID,
+ 'default_mask': webqtlConfig.DEFAULT_PRIVILEGES,
+ 'group_masks': {}
+ }
+
+ if dataset.type == "Publish":
+ group_code = get_group_code(dataset)
+ if group_code is None:
+ group_code = ""
+ resource_ob['name'] = group_code + "_" + str(trait_id)
+ resource_ob['data'] = {
+ 'dataset': dataset.id,
+ 'trait': trait_id
+ }
+ resource_ob['type'] = 'dataset-publish'
+ elif dataset.type == "Geno":
+ resource_ob['name'] = dataset.name
+ resource_ob['data'] = {
+ 'dataset': dataset.id
+ }
+ resource_ob['type'] = 'dataset-geno'
+ else:
+ resource_ob['name'] = dataset.name
+ resource_ob['data'] = {
+ 'dataset': dataset.id
+ }
+ resource_ob['type'] = 'dataset-probeset'
+
+ resource_info = add_resource(resource_ob, update=False)
+
+ return resource_info
+
+
+def get_group_code(dataset):
+ with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
+ cursor.execute(
+ "SELECT InbredSetCode FROM InbredSet WHERE Name=%s",
+ (dataset.group.name,)
+ )
+ if results := cursor.fetchone():
+ return results[0]
+ return ""
+
+
+def check_admin(resource_id=None):
+ the_url = GN_PROXY_URL + "available?resource={}&user={}".format(
+ resource_id, g.user_session.user_id)
+ try:
+ response = json.loads(requests.get(the_url).content)['admin']
+ except:
+ resource_info = get_resource_info(resource_id)
+ response = resource_info['default_mask']['admin']
+
+ if type(response) is list:
+ if 'edit-admins' in response:
+ return 'edit_admins'
+ elif 'edit-access' in response:
+ return 'edit-access'
+
+ return response
+
+
+def check_owner(dataset=None, trait_id=None, resource_id=None):
+ if resource_id:
+ resource_info = get_resource_info(resource_id)
+ if g.user_session.user_id == resource_info['owner_id']:
+ return resource_id
+ else:
+ resource_id = get_resource_id(dataset, trait_id)
+ if resource_id:
+ resource_info = get_resource_info(resource_id)
+ if g.user_session.user_id == resource_info['owner_id']:
+ return resource_id
+
+ return False
+
+
+def check_owner_or_admin(dataset=None, trait_id=None, resource_id=None):
+ if not resource_id:
+ if dataset.type == "Temp":
+ return "not-admin"
+ else:
+ resource_id = get_resource_id(dataset, trait_id)
+
+ try:
+ user_id = g.user_session.user_id.encode('utf-8')
+ except:
+ user_id = g.user_session.user_id
+
+ if user_id in Redis.smembers("super_users"):
+ return "owner"
+
+ resource_info = get_resource_info(resource_id)
+ if resource_info:
+ if user_id == resource_info['owner_id']:
+ return "owner"
+ else:
+ return check_admin(resource_id)
+
+ return "not-admin"
diff --git a/gn2/utility/chunks.py b/gn2/utility/chunks.py
new file mode 100644
index 00000000..f6e88cbe
--- /dev/null
+++ b/gn2/utility/chunks.py
@@ -0,0 +1,30 @@
+import math
+
+
+def divide_into_chunks(the_list, number_chunks):
+ """Divides a list into approximately number_chunks smaller lists
+
+ >>> divide_into_chunks([1, 2, 7, 3, 22, 8, 5, 22, 333], 3)
+ [[1, 2, 7], [3, 22, 8], [5, 22, 333]]
+ >>> divide_into_chunks([1, 2, 7, 3, 22, 8, 5, 22, 333], 4)
+ [[1, 2, 7], [3, 22, 8], [5, 22, 333]]
+ >>> divide_into_chunks([1, 2, 7, 3, 22, 8, 5, 22, 333], 5)
+ [[1, 2], [7, 3], [22, 8], [5, 22], [333]]
+ >>>
+
+ """
+ length = len(the_list)
+
+ if length == 0:
+ return [[]]
+
+ if length <= number_chunks:
+ number_chunks = length
+
+ chunksize = int(math.ceil(length / number_chunks))
+
+ chunks = []
+ for counter in range(0, length, chunksize):
+ chunks.append(the_list[counter:counter + chunksize])
+
+ return chunks
diff --git a/gn2/utility/corestats.py b/gn2/utility/corestats.py
new file mode 100644
index 00000000..da0a21db
--- /dev/null
+++ b/gn2/utility/corestats.py
@@ -0,0 +1,86 @@
+#!/usr/bin/env python
+
+# corestats.py (COREy STATS)
+# Copyright (c) 2006-2007, Corey Goldberg (corey@goldb.org)
+#
+# statistical calculation class
+# for processing numeric sequences
+#
+# license: GNU LGPL
+#
+# This library is free software; you can redistribute it and/or
+# modify it under the terms of the GNU Lesser General Public
+# License as published by the Free Software Foundation; either
+# version 2.1 of the License, or (at your option) any later version.
+
+import sys
+
+# ZS: Should switch to using some third party library for this; maybe scipy has an equivalent
+
+
+class Stats:
+
+ def __init__(self, sequence):
+ # sequence of numbers we will process
+ # convert all items to floats for numerical processing
+ self.sequence = [float(item) for item in sequence]
+
+ def sum(self):
+ if len(self.sequence) < 1:
+ return None
+ else:
+ return sum(self.sequence)
+
+ def count(self):
+ return len(self.sequence)
+
+ def min(self):
+ if len(self.sequence) < 1:
+ return None
+ else:
+ return min(self.sequence)
+
+ def max(self):
+ if len(self.sequence) < 1:
+ return None
+ else:
+ return max(self.sequence)
+
+ def avg(self):
+ if len(self.sequence) < 1:
+ return None
+ else:
+ return sum(self.sequence) / len(self.sequence)
+
+ def stdev(self):
+ if len(self.sequence) < 1:
+ return None
+ else:
+ avg = self.avg()
+ sdsq = sum([(i - avg) ** 2 for i in self.sequence])
+ stdev = (sdsq / (len(self.sequence) - 1)) ** .5
+ return stdev
+
+ def percentile(self, percentile):
+ if len(self.sequence) < 1:
+ value = None
+ elif (percentile >= 100):
+ sys.stderr.write(
+ 'ERROR: percentile must be < 100. you supplied: %s\n' % percentile)
+ value = None
+ else:
+ element_idx = int(len(self.sequence) * (percentile / 100.0))
+ self.sequence.sort()
+ value = self.sequence[element_idx]
+ return value
+
+# Sample script using this class:
+# -------------------------------------------
+# #!/usr/bin/env python
+# import corestats
+#
+# sequence = [1, 2.5, 7, 13.4, 8.0]
+# stats = corestats.Stats(sequence)
+# print stats.avg()
+# print stats.percentile(90)
+# -------------------------------------------
diff --git a/gn2/utility/corr_result_helpers.py b/gn2/utility/corr_result_helpers.py
new file mode 100644
index 00000000..ea3ababf
--- /dev/null
+++ b/gn2/utility/corr_result_helpers.py
@@ -0,0 +1,42 @@
+def normalize_values(a_values, b_values):
+ """
+ Trim two lists of values to contain only the values they both share
+
+ Given two lists of sample values, trim each list so that it contains
+ only the samples that contain a value in both lists. Also returns
+ the number of such samples.
+
+ >>> normalize_values([2.3, None, None, 3.2, 4.1, 5], [3.4, 7.2, 1.3, None, 6.2, 4.1])
+ ([2.3, 4.1, 5], [3.4, 6.2, 4.1], 3)
+
+ """
+
+ min_length = min(len(a_values), len(b_values))
+ a_new = []
+ b_new = []
+ for a, b in zip(a_values, b_values):
+ if not (a == None or b == None):
+ a_new.append(a)
+ b_new.append(b)
+ return a_new, b_new, len(a_new)
+
+
+def common_keys(a_samples, b_samples):
+ """
+ >>> a = dict(BXD1 = 9.113, BXD2 = 9.825, BXD14 = 8.985, BXD15 = 9.300)
+ >>> b = dict(BXD1 = 9.723, BXD3 = 9.825, BXD14 = 9.124, BXD16 = 9.300)
+ >>> sorted(common_keys(a, b))
+ ['BXD1', 'BXD14']
+ """
+ return set(a_samples.keys()).intersection(set(b_samples.keys()))
+
+
+def normalize_values_with_samples(a_samples, b_samples):
+ common_samples = common_keys(a_samples, b_samples)
+ a_new = {}
+ b_new = {}
+ for sample in common_samples:
+ a_new[sample] = a_samples[sample]
+ b_new[sample] = b_samples[sample]
+
+ return a_new, b_new, len(a_new)
diff --git a/gn2/utility/db_tools.py b/gn2/utility/db_tools.py
new file mode 100644
index 00000000..07a6d9ec
--- /dev/null
+++ b/gn2/utility/db_tools.py
@@ -0,0 +1,23 @@
+from gn2.utility.tools import get_setting
+from gn2.wqflask.database import database_connection
+
+
+def escape_(string):
+ with database_connection(get_setting("SQL_URI")) as conn:
+ return conn.escape_string(str(string))
+
+
+def create_in_clause(items):
+ """Create an in clause for mysql"""
+ in_clause = ', '.join("'{}'".format(x) for x in mescape(*items))
+ in_clause = '( {} )'.format(in_clause)
+ return in_clause
+
+
+def mescape(*items):
+ """Multiple escape"""
+ return [escape_(str(item)).decode('utf8') for item in items]
+
+
+def escape(string_):
+ return escape_(string_).decode('utf8')
diff --git a/gn2/utility/external.py b/gn2/utility/external.py
new file mode 100644
index 00000000..805d2ffe
--- /dev/null
+++ b/gn2/utility/external.py
@@ -0,0 +1,10 @@
+# Call external program
+
+import os
+import sys
+import subprocess
+
+
+def shell(command):
+ if subprocess.call(command, shell=True) != 0:
+ raise Exception("ERROR: failed on " + command)
diff --git a/gn2/utility/formatting.py b/gn2/utility/formatting.py
new file mode 100644
index 00000000..1da3e9b7
--- /dev/null
+++ b/gn2/utility/formatting.py
@@ -0,0 +1,121 @@
+def numify(number, singular=None, plural=None):
+ """Turn a number into a word if less than 13 and optionally add a singular or plural word
+
+ >>> numify(3)
+ 'three'
+
+ >>> numify(1, 'item', 'items')
+ 'one item'
+
+ >>> numify(9, 'book', 'books')
+ 'nine books'
+
+ You can add capitalize to change the capitalization
+ >>> numify(9, 'book', 'books').capitalize()
+ 'Nine books'
+
+ Or capitalize every word using title
+ >>> numify(9, 'book', 'books').title()
+ 'Nine Books'
+
+ >>> numify(15)
+ '15'
+
+ >>> numify(0)
+ '0'
+
+ >>> numify(12334, 'hippopotamus', 'hippopotami')
+ '12,334 hippopotami'
+
+ """
+ num_repr = {0: "zero",
+ 1: "one",
+ 2: "two",
+ 3: "three",
+ 4: "four",
+ 5: "five",
+ 6: "six",
+ 7: "seven",
+ 8: "eight",
+ 9: "nine",
+ 10: "ten",
+ 11: "eleven",
+ 12: "twelve"}
+
+ if number == 1:
+ word = singular
+ else:
+ word = plural
+
+ if number in num_repr:
+ number = num_repr[number]
+ elif number > 9999:
+ number = commify(number)
+
+ if word:
+ return "%s %s" % (number, word)
+ else:
+ return str(number)
+
+
+def commify(n):
+ """Add commas to an integer n.
+
+ See http://stackoverflow.com/questions/3909457/whats-the-easiest-way-to-add-commas-to-an-integer-in-python
+ But I (Sam) made some small changes based on http://www.grammarbook.com/numbers/numbers.asp
+
+ >>> commify(1)
+ '1'
+ >>> commify(123)
+ '123'
+ >>> commify(1234)
+ '1234'
+ >>> commify(12345)
+ '12,345'
+ >>> commify(1234567890)
+ '1,234,567,890'
+ >>> commify(123.0)
+ '123.0'
+ >>> commify(1234.5)
+ '1234.5'
+ >>> commify(1234.56789)
+ '1234.56789'
+ >>> commify(123456.789)
+ '123,456.789'
+ >>> commify('%.2f' % 1234.5)
+ '1234.50'
+ >>> commify(None)
+ >>>
+
+ """
+ if n is None:
+ return None
+
+ n = str(n)
+
+ if len(n) <= 4: # Might as well do this early
+ return n
+
+ if '.' in n:
+ dollars, cents = n.split('.')
+ else:
+ dollars, cents = n, None
+
+ # Don't commify numbers less than 10000
+ if len(dollars) <= 4:
+ return n
+
+ r = []
+ for i, c in enumerate(reversed(str(dollars))):
+ if i and (not (i % 3)):
+ r.insert(0, ',')
+ r.insert(0, c)
+ out = ''.join(r)
+ if cents:
+ out += '.' + cents
+ return out
+
+
+if __name__ == '__main__':
+ import doctest
+ doctest.testmod()
diff --git a/gn2/utility/gen_geno_ob.py b/gn2/utility/gen_geno_ob.py
new file mode 100644
index 00000000..c7a1ea59
--- /dev/null
+++ b/gn2/utility/gen_geno_ob.py
@@ -0,0 +1,182 @@
+class genotype:
+ """
+ Replacement for reaper.Dataset so we can remove qtlreaper use while still generating mapping output figure
+ """
+
+ def __init__(self, filename):
+ self.group = None
+ self.type = "riset"
+ self.prgy = []
+ self.nprgy = 0
+ self.mat = -1
+ self.pat = 1
+ self.het = 0
+ self.unk = "U"
+ self.filler = False
+ self.mb_exists = False
+
+ # ZS: This is because I'm not sure if some files switch the column that contains Mb/cM positions; might be unnecessary
+ self.cm_column = 2
+ self.mb_column = 3
+
+ self.chromosomes = []
+
+ self.read_file(filename)
+
+ def __iter__(self):
+ return iter(self.chromosomes)
+
+ def __getitem__(self, index):
+ return self.chromosomes[index]
+
+ def __len__(self):
+ return len(self.chromosomes)
+
+ def read_rdata_output(self, qtl_results):
+ # ZS: This is necessary because R/qtl requires centimorgan marker positions, which it normally gets from the .geno file, but that doesn't exist for HET3-ITP (which only has RData), so it needs to read in the marker cM positions from the results
+ # ZS: Overwriting since the .geno file's contents are just placeholders
+ self.chromosomes = []
+
+ this_chr = "" # ZS: This is so it can track when the chromosome changes as it iterates through markers
+ chr_ob = None
+ for marker in qtl_results:
+ locus = Locus(self)
+ # ZS: This is really awkward but works as a temporary fix
+ if (str(marker['chr']) != this_chr) and this_chr != "X":
+ if this_chr != "":
+ self.chromosomes.append(chr_ob)
+ this_chr = str(marker['chr'])
+ if this_chr == "20":
+ this_chr = "X"
+ chr_ob = Chr(this_chr, self)
+ if 'chr' in marker:
+ locus.chr = str(marker['chr'])
+ if 'name' in marker:
+ locus.name = marker['name']
+ if 'Mb' in marker:
+ locus.Mb = marker['Mb']
+ if 'cM' in marker:
+ locus.cM = marker['cM']
+ chr_ob.loci.append(locus)
+
+ self.chromosomes.append(chr_ob)
+
+ return self
+
+ def read_file(self, filename):
+ with open(filename, 'r') as geno_file:
+ lines = geno_file.readlines()
+
+ this_chr = "" # ZS: This is so it can track when the chromosome changes as it iterates through markers
+ chr_ob = None
+ for line in lines:
+ if line[0] == "#":
+ continue
+ elif line[0] == "@":
+ label = line.split(":")[0][1:]
+ if label == "name":
+ self.group = line.split(":")[1].strip()
+ elif label == "filler":
+ if line.split(":")[1].strip() == "yes":
+ self.filler = True
+ elif label == "type":
+ self.type = line.split(":")[1].strip()
+ elif label == "mat":
+ self.mat = line.split(":")[1].strip()
+ elif label == "pat":
+ self.pat = line.split(":")[1].strip()
+ elif label == "het":
+ self.het = line.split(":")[1].strip()
+ elif label == "unk":
+ self.unk = line.split(":")[1].strip()
+ else:
+ continue
+ elif line[:3] == "Chr":
+ header_row = line.split("\t")
+ if header_row[2] == "Mb":
+ self.mb_exists = True
+ self.mb_column = 2
+ self.cm_column = 3
+ elif header_row[3] == "Mb":
+ self.mb_exists = True
+ self.mb_column = 3
+ elif header_row[2] == "cM":
+ self.cm_column = 2
+
+ if self.mb_exists:
+ self.prgy = header_row[4:]
+ else:
+ self.prgy = header_row[3:]
+ self.nprgy = len(self.prgy)
+ else:
+ if line.split("\t")[0] != this_chr:
+ if this_chr != "":
+ self.chromosomes.append(chr_ob)
+ this_chr = line.split("\t")[0]
+ chr_ob = Chr(line.split("\t")[0], self)
+ chr_ob.add_marker(line.split("\t"))
+
+ self.chromosomes.append(chr_ob)
+
+
+class Chr:
+ def __init__(self, name, geno_ob):
+ self.name = name
+ self.loci = []
+ self.mb_exists = geno_ob.mb_exists
+ self.cm_column = geno_ob.cm_column
+ self.mb_column = geno_ob.mb_column
+ self.geno_ob = geno_ob
+
+ def __iter__(self):
+ return iter(self.loci)
+
+ def __getitem__(self, index):
+ return self.loci[index]
+
+ def __len__(self):
+ return len(self.loci)
+
+ def add_marker(self, marker_row):
+ self.loci.append(Locus(self.geno_ob, marker_row))
+
+
+class Locus:
+ def __init__(self, geno_ob, marker_row=None):
+ self.chr = None
+ self.name = None
+ self.cM = None
+ self.Mb = None
+ self.genotype = []
+ if marker_row:
+ self.chr = marker_row[0]
+ self.name = marker_row[1]
+ try:
+ self.cM = float(marker_row[geno_ob.cm_column])
+ except:
+ self.cM = float(
+ marker_row[geno_ob.mb_column]) if geno_ob.mb_exists else 0
+ try:
+ self.Mb = float(
+ marker_row[geno_ob.mb_column]) if geno_ob.mb_exists else None
+ except:
+ self.Mb = self.cM
+
+ geno_table = {
+ geno_ob.mat: -1,
+ geno_ob.pat: 1,
+ geno_ob.het: 0,
+ geno_ob.unk: "U"
+ }
+
+ self.genotype = []
+ if geno_ob.mb_exists:
+ start_pos = 4
+ else:
+ start_pos = 3
+
+ for allele in marker_row[start_pos:]:
+ if allele in list(geno_table.keys()):
+ self.genotype.append(geno_table[allele])
+ else: # ZS: Some genotype appears that isn't specified in the metadata, make it unknown
+ self.genotype.append("U")
diff --git a/gn2/utility/genofile_parser.py b/gn2/utility/genofile_parser.py
new file mode 100644
index 00000000..86d9823e
--- /dev/null
+++ b/gn2/utility/genofile_parser.py
@@ -0,0 +1,100 @@
+# CTL analysis for GN2
+# Author / Maintainer: Danny Arends <Danny.Arends@gmail.com>
+
+import sys
+import os
+import glob
+import traceback
+import gzip
+
+
+import simplejson as json
+
+from pprint import pformat as pf
+
+
+class Marker:
+ def __init__(self):
+ self.name = None
+ self.chr = None
+ self.cM = None
+ self.Mb = None
+ self.genotypes = []
+
+
+class ConvertGenoFile:
+
+ def __init__(self, input_file):
+ self.mb_exists = False
+ self.cm_exists = False
+ self.markers = []
+
+ self.latest_row_pos = None
+ self.latest_col_pos = None
+
+ self.latest_row_value = None
+ self.latest_col_value = None
+ self.input_fh = open(input_file)
+ print("!!!!!!!!!!!!!!!!PARSER!!!!!!!!!!!!!!!!!!")
+ self.haplotype_notation = {
+ '@mat': "1",
+ '@pat': "2",
+ '@het': "-999",
+ '@unk': "-999"
+ }
+ self.configurations = {}
+
+ def process_rows(self):
+ for self.latest_row_pos, row in enumerate(self.input_fh):
+ self.latest_row_value = row
+ # Take care of headers
+ if not row.strip():
+ continue
+ if row.startswith('#'):
+ continue
+ if row.startswith('Chr'):
+ if 'Mb' in row.split():
+ self.mb_exists = True
+ if 'cM' in row.split():
+ self.cm_exists = True
+ skip = 2 + self.cm_exists + self.mb_exists
+ self.individuals = row.split()[skip:]
+ continue
+ if row.startswith('@'):
+ key, _separater, value = row.partition(':')
+ key = key.strip()
+ value = value.strip()
+ if key in self.haplotype_notation:
+ self.configurations[value] = self.haplotype_notation[key]
+ continue
+ if not len(self.configurations):
+ raise EmptyConfigurations
+ yield row
+
+ def process_csv(self):
+ for row in self.process_rows():
+ row_items = row.split("\t")
+
+ this_marker = Marker()
+ this_marker.name = row_items[1]
+ this_marker.chr = row_items[0]
+ if self.cm_exists and self.mb_exists:
+ this_marker.cM = row_items[2]
+ this_marker.Mb = row_items[3]
+ genotypes = row_items[4:]
+ elif self.cm_exists:
+ this_marker.cM = row_items[2]
+ genotypes = row_items[3:]
+ elif self.mb_exists:
+ this_marker.Mb = row_items[2]
+ genotypes = row_items[3:]
+ else:
+ genotypes = row_items[2:]
+ for item_count, genotype in enumerate(genotypes):
+ if genotype.upper().strip() in self.configurations:
+ this_marker.genotypes.append(
+ self.configurations[genotype.upper().strip()])
+ else:
+ print("WARNING:", genotype.upper())
+ this_marker.genotypes.append("NA")
+ self.markers.append(this_marker.__dict__)
diff --git a/gn2/utility/helper_functions.py b/gn2/utility/helper_functions.py
new file mode 100644
index 00000000..fc101959
--- /dev/null
+++ b/gn2/utility/helper_functions.py
@@ -0,0 +1,69 @@
+from gn2.base import data_set
+from gn2.base.trait import create_trait
+from gn2.base.species import TheSpecies
+
+from gn2.utility import hmac
+from gn2.utility.tools import get_setting
+
+from gn2.wqflask.database import database_connection
+
+
+def get_species_dataset_trait(self, start_vars):
+ if "temp_trait" in list(start_vars.keys()):
+ if start_vars['temp_trait'] == "True":
+ self.dataset = data_set.create_dataset(
+ dataset_name="Temp",
+ dataset_type="Temp",
+ group_name=start_vars['group'])
+ else:
+ self.dataset = data_set.create_dataset(start_vars['dataset'])
+ else:
+ self.dataset = data_set.create_dataset(start_vars['dataset'])
+ self.species = TheSpecies(dataset=self.dataset)
+ self.this_trait = create_trait(dataset=self.dataset,
+ name=start_vars['trait_id'],
+ cellid=None,
+ get_qtl_info=True)
+
+def get_trait_db_obs(self, trait_db_list):
+ if isinstance(trait_db_list, str):
+ trait_db_list = trait_db_list.split(",")
+
+ self.trait_list = []
+ for trait in trait_db_list:
+ data, _separator, hmac_string = trait.rpartition(':')
+ data = data.strip()
+ assert hmac_string == hmac.hmac_creation(data), "Data tampering?"
+ trait_name, dataset_name = data.split(":")[:2]
+ if dataset_name == "Temp":
+ dataset_ob = data_set.create_dataset(
+ dataset_name=dataset_name, dataset_type="Temp",
+ group_name=trait_name.split("_")[2])
+ else:
+ dataset_ob = data_set.create_dataset(dataset_name)
+ trait_ob = create_trait(dataset=dataset_ob,
+ name=trait_name,
+ cellid=None)
+ if trait_ob:
+ self.trait_list.append((trait_ob, dataset_ob))
+
+
+def get_species_groups():
+ """Group each species into a group"""
+ _menu = {}
+ species, group_name = None, None
+ with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor:
+ cursor.execute(
+ "SELECT s.MenuName, i.InbredSetName FROM InbredSet i "
+ "INNER JOIN Species s ON s.SpeciesId = i.SpeciesId "
+ "ORDER BY i.SpeciesId ASC, i.Name ASC"
+ )
+ for species, group_name in cursor.fetchall():
+ if species in _menu:
+ if _menu.get(species):
+ _menu = _menu[species].append(group_name)
+ else:
+ _menu[species] = [group_name]
+ return [{"species": key,
+ "groups": value} for key, value in
+ list(_menu.items())]
diff --git a/gn2/utility/hmac.py b/gn2/utility/hmac.py
new file mode 100644
index 00000000..d7c43f73
--- /dev/null
+++ b/gn2/utility/hmac.py
@@ -0,0 +1,43 @@
+import hmac
+import hashlib
+
+from flask import url_for
+
+from gn2.wqflask import app
+
+
+def hmac_creation(stringy):
+ """Helper function to create the actual hmac"""
+
+ secret = app.config['SECRET_HMAC_CODE']
+ hmaced = hmac.new(bytearray(secret, "latin-1"),
+ bytearray(stringy, "utf-8"),
+ hashlib.sha1)
+ hm = hmaced.hexdigest()
+ # ZS: Leaving the below comment here to ask Pjotr about
+ # "Conventional wisdom is that you don't lose much in terms of security if you throw away up to half of the output."
+ # http://www.w3.org/QA/2009/07/hmac_truncation_in_xml_signatu.html
+ hm = hm[:20]
+ return hm
+
+
+def data_hmac(stringy):
+ """Takes arbitrary data string and appends :hmac so we know data hasn't been tampered with"""
+ return stringy + ":" + hmac_creation(stringy)
+
+
+def url_for_hmac(endpoint, **values):
+ """Like url_for but adds an hmac at the end to insure the url hasn't been tampered with"""
+
+ url = url_for(endpoint, **values)
+
+ hm = hmac_creation(url)
+ if '?' in url:
+ combiner = "&"
+ else:
+ combiner = "?"
+ return url + combiner + "hm=" + hm
+
+
+app.jinja_env.globals.update(url_for_hmac=url_for_hmac,
+ data_hmac=data_hmac)
diff --git a/gn2/utility/json/__init__.py b/gn2/utility/json/__init__.py
new file mode 100644
index 00000000..b1141a34
--- /dev/null
+++ b/gn2/utility/json/__init__.py
@@ -0,0 +1,3 @@
+"""Local JSON utilities."""
+
+from .encoders import CustomJSONEncoder
diff --git a/gn2/utility/json/encoders.py b/gn2/utility/json/encoders.py
new file mode 100644
index 00000000..7c5839ac
--- /dev/null
+++ b/gn2/utility/json/encoders.py
@@ -0,0 +1,17 @@
+"""Custom JSON encoders"""
+from uuid import UUID
+from json import JSONEncoder
+
+# Do not use this `__ENCODERS__` variable outside of this module.
+__ENCODERS__ = {
+ UUID: lambda obj: str(obj)
+}
+
+class CustomJSONEncoder(JSONEncoder):
+ """Custom JSONEncoder class."""
+ def default(self, obj):
+ """Serialise `obj` to a JSON representation."""
+ obj_type = type(obj)
+ if obj_type in __ENCODERS__:
+ return __ENCODERS__[obj_type](obj)
+ return JSONEncoder.default(self, obj)
diff --git a/gn2/utility/monads.py b/gn2/utility/monads.py
new file mode 100644
index 00000000..2d708261
--- /dev/null
+++ b/gn2/utility/monads.py
@@ -0,0 +1,114 @@
+"""Monadic utilities
+
+This module is a collection of monadic utilities for use in
+GeneNetwork. It includes:
+
+* MonadicDict - monadic version of the built-in dictionary
+* MonadicDictCursor - monadic version of MySQLdb.cursors.DictCursor
+ that returns a MonadicDict instead of the built-in dictionary
+"""
+
+from collections import UserDict
+from functools import partial
+
+from MySQLdb.cursors import DictCursor
+from pymonad.maybe import Just, Nothing
+
+class MonadicDict(UserDict):
+ """
+ Monadic version of the built-in dictionary.
+
+ Keys in this dictionary can be any python object, but values must
+ be monadic values.
+
+ from pymonad.maybe import Just, Nothing
+
+ Initialize by setting individual keys to monadic values.
+ >>> d = MonadicDict()
+ >>> d["foo"] = Just(1)
+ >>> d["bar"] = Nothing
+ >>> d
+ {'foo': 1}
+
+ Initialize by converting a built-in dictionary object.
+ >>> MonadicDict({"foo": 1})
+ {'foo': 1}
+ >>> MonadicDict({"foo": 1, "bar": None})
+ {'foo': 1}
+
+ Initialize from a built-in dictionary object with monadic values.
+ >>> MonadicDict({"foo": Just(1)}, convert=False)
+ {'foo': 1}
+ >>> MonadicDict({"foo": Just(1), "bar": Nothing}, convert=False)
+ {'foo': 1}
+
+ Get values. For non-existent keys, Nothing is returned. Else, a
+ Just value is returned.
+ >>> d["foo"]
+ Just 1
+ >>> d["bar"]
+ Nothing
+
+ Convert MonadicDict object to a built-in dictionary object.
+ >>> d.data
+ {'foo': 1}
+ >>> type(d)
+ <class 'utility.monads.MonadicDict'>
+ >>> type(d.data)
+ <class 'dict'>
+
+ Delete keys. Deleting non-existent keys does nothing.
+ >>> del d["bar"]
+ >>> d
+ {'foo': 1}
+ >>> del d["foo"]
+ >>> d
+ {}
+ """
+ def __init__(self, d={}, convert=True):
+ """Initialize monadic dictionary.
+
+ If convert is False, values in dictionary d must be
+ monadic. If convert is True, values in dictionary d are
+ converted to monadic values.
+ """
+ if convert:
+ super().__init__({key:Just(value) for key, value in d.items()
+ if value is not None})
+ else:
+ super().__init__(d)
+ def __getitem__(self, key):
+ """Get key from dictionary.
+
+ If key exists in the dictionary, return a Just value. Else,
+ return Nothing.
+ """
+ try:
+ return Just(self.data[key])
+ except KeyError:
+ return Nothing
+ def __setitem__(self, key, value):
+ """Set key in dictionary.
+
+ value must be a monadic value---either Nothing or a Just
+ value. If value is a Just value, set it in the dictionary. If
+ value is Nothing, do nothing.
+ """
+ value.bind(partial(super().__setitem__, key))
+ def __delitem__(self, key):
+ """Delete key from dictionary.
+
+ If key exists in the dictionary, delete it. Else, do nothing.
+ """
+ try:
+ super().__delitem__(key)
+ except KeyError:
+ pass
+
+
+def sql_query_mdict(conn, query):
+ """Execute SQL query and return a generator of MonadicDict objects."""
+ with conn.cursor(DictCursor) as cursor:
+ cursor.execute(query)
+ while (row := cursor.fetchone()):
+ yield MonadicDict(row)
diff --git a/gn2/utility/pillow_utils.py b/gn2/utility/pillow_utils.py
new file mode 100644
index 00000000..6e7b976d
--- /dev/null
+++ b/gn2/utility/pillow_utils.py
@@ -0,0 +1,28 @@
+from PIL import Image, ImageColor, ImageDraw, ImageFont
+
+from gn2.utility.tools import TEMPDIR
+
+BLACK = ImageColor.getrgb("black")
+WHITE = ImageColor.getrgb("white")
+
+# def draw_rotated_text(canvas: Image, text: str, font: ImageFont, xy: tuple, fill: ImageColor=BLACK, angle: int=-90):
+
+
+def draw_rotated_text(canvas, text, font, xy, fill=BLACK, angle=-90):
+ # type: (Image, str, ImageFont, tuple, ImageColor, int)
+ """Utility function draw rotated text"""
+ tmp_img = Image.new("RGBA", font.getsize(text), color=(0, 0, 0, 0))
+ draw_text = ImageDraw.Draw(tmp_img)
+ draw_text.text(text=text, xy=(0, 0), font=font, fill=fill)
+ tmp_img2 = tmp_img.rotate(angle, expand=1)
+ tmp_img2.save("/{0}/{1}.png".format(TEMPDIR, text), format="png")
+ canvas.paste(im=tmp_img2, box=tuple([int(i) for i in xy]))
+
+# def draw_open_polygon(canvas: Image, xy: tuple, fill: ImageColor=WHITE, outline: ImageColor=BLACK):
+
+
+def draw_open_polygon(canvas, xy, fill=None, outline=BLACK, width=0):
+ # type: (Image, tuple, ImageColor, ImageColor)
+ draw_ctx = ImageDraw.Draw(canvas)
+ draw_ctx.polygon(xy, fill=fill)
+ draw_ctx.line(xy, fill=outline, width=width)
diff --git a/gn2/utility/redis_tools.py b/gn2/utility/redis_tools.py
new file mode 100644
index 00000000..b3d197a9
--- /dev/null
+++ b/gn2/utility/redis_tools.py
@@ -0,0 +1,285 @@
+import uuid
+import simplejson as json
+import datetime
+
+import redis # used for collections
+
+from gn2.utility.hmac import hmac_creation
+
+
+def get_redis_conn():
+ Redis = redis.StrictRedis(port=6379)
+ return Redis
+
+
+Redis = get_redis_conn()
+
+
+def is_redis_available():
+ try:
+ Redis.ping()
+ except:
+ return False
+ return True
+
+
+def load_json_from_redis(item_list, column_value):
+ if type(column_value) == str:
+ column_value = str.encode(column_value)
+ try:
+ return json.loads(item_list[column_value])
+ except:
+ return None
+
+
+def get_user_id(column_name, column_value):
+ user_list = Redis.hgetall("users")
+ key_list = []
+ for key in user_list:
+ user_ob = json.loads(user_list[key])
+ if column_name in user_ob and user_ob[column_name] == column_value:
+ return key
+
+ return None
+
+
+def get_user_by_unique_column(column_name, column_value):
+ item_details = None
+
+ user_list = Redis.hgetall("users")
+ if column_name != "user_id":
+ for key in user_list:
+ user_ob = json.loads(user_list[key])
+ if column_name in user_ob and user_ob[column_name] == column_value:
+ item_details = user_ob
+ else:
+ item_details = load_json_from_redis(user_list, column_value)
+
+ return item_details
+
+
+def set_user_attribute(user_id, column_name, column_value):
+ user_info = json.loads(Redis.hget("users", user_id))
+ user_info[column_name] = column_value
+
+ Redis.hset("users", user_id, json.dumps(user_info))
+
+
+def get_user_collections(user_id):
+ collections = None
+ collections = Redis.hget("collections", user_id)
+
+ if collections:
+ return json.loads(collections)
+ else:
+ return []
+
+
+def save_user(user, user_id):
+ Redis.hset("users", user_id, json.dumps(user))
+
+
+def save_collections(user_id, collections_ob):
+ Redis.hset("collections", user_id, collections_ob)
+
+
+def save_verification_code(user_email, code):
+ Redis.hset("verification_codes", code, user_email)
+
+
+def check_verification_code(code):
+ email_address = None
+ user_details = None
+ email_address = Redis.hget("verification_codes", code)
+
+ if email_address:
+ user_details = get_user_by_unique_column(
+ 'email_address', email_address)
+ if user_details:
+ return user_details
+ else:
+ return None
+ else:
+ return None
+
+
+def get_user_groups(user_id):
+ # Get the groups where a user is an admin or a member and
+ # return lists corresponding to those two sets of groups
+ admin_group_ids = [] # Group IDs where user is an admin
+ user_group_ids = [] # Group IDs where user is a regular user
+ groups_list = Redis.hgetall("groups")
+ for group_id, group_details in groups_list.items():
+ try:
+ _details = json.loads(group_details)
+ group_admins = set([this_admin if this_admin else None for this_admin in _details['admins']])
+ group_members = set([this_member if this_member else None for this_member in _details['members']])
+ if user_id in group_admins:
+ admin_group_ids.append(group_id)
+ elif user_id in group_members:
+ user_group_ids.append(group_id)
+ else:
+ continue
+ except:
+ continue
+
+ admin_groups = []
+ user_groups = []
+ for the_id in admin_group_ids:
+ admin_groups.append(get_group_info(the_id))
+ for the_id in user_group_ids:
+ user_groups.append(get_group_info(the_id))
+
+ return admin_groups, user_groups
+
+
+def get_group_info(group_id):
+ group_json = Redis.hget("groups", group_id)
+ group_info = None
+ if group_json:
+ group_info = json.loads(group_json)
+
+ return group_info
+
+
+def create_group(admin_user_ids, member_user_ids=[],
+ group_name="Default Group Name"):
+ group_id = str(uuid.uuid4())
+ new_group = {
+ "id": group_id,
+ "admins": admin_user_ids,
+ "members": member_user_ids,
+ "name": group_name,
+ "created_timestamp": datetime.datetime.utcnow().strftime('%b %d %Y %I:%M%p'),
+ "changed_timestamp": datetime.datetime.utcnow().strftime('%b %d %Y %I:%M%p')
+ }
+
+ Redis.hset("groups", group_id, json.dumps(new_group))
+
+ return new_group
+
+
+def delete_group(user_id, group_id):
+ # ZS: If user is an admin of a group, remove it from the groups hash
+ group_info = get_group_info(group_id)
+ if user_id in group_info["admins"]:
+ Redis.hdel("groups", group_id)
+ return get_user_groups(user_id)
+ else:
+ None
+
+
+# ZS "admins" is just to indicate whether the users should be added to
+# the groups admins or regular users set
+def add_users_to_group(user_id, group_id, user_emails=[], admins=False):
+ group_info = get_group_info(group_id)
+ # ZS: Just to make sure that the user is an admin for the group,
+ # even though they shouldn't be able to reach this point unless
+ # they are
+ if user_id in group_info["admins"]:
+ if admins:
+ group_users = set(group_info["admins"])
+ else:
+ group_users = set(group_info["members"])
+
+ for email in user_emails:
+ user_id = get_user_id("email_address", email)
+ group_users.add(user_id)
+
+ if admins:
+ group_info["admins"] = list(group_users)
+ else:
+ group_info["members"] = list(group_users)
+
+ group_info["changed_timestamp"] = datetime.datetime.utcnow().strftime(
+ '%b %d %Y %I:%M%p')
+ Redis.hset("groups", group_id, json.dumps(group_info))
+ return group_info
+ else:
+ return None
+
+
+# ZS: User type is because I assume admins can remove other admins
+def remove_users_from_group(user_id,
+ users_to_remove_ids,
+ group_id,
+ user_type="members"):
+ group_info = get_group_info(group_id)
+
+ if user_id in group_info["admins"]:
+ users_to_remove_set = set(users_to_remove_ids)
+ # ZS: Make sure an admin can't remove themselves from a group,
+ # since I imagine we don't want groups to be able to become
+ # admin-less
+ if user_type == "admins" and user_id in users_to_remove_set:
+ users_to_remove_set.remove(user_id)
+ group_users = set(group_info[user_type])
+ group_users -= users_to_remove_set
+ group_info[user_type] = list(group_users)
+ group_info["changed_timestamp"] = datetime.datetime.utcnow().strftime(
+ '%b %d %Y %I:%M%p')
+ Redis.hset("groups", group_id, json.dumps(group_info))
+
+
+def change_group_name(user_id, group_id, new_name):
+ group_info = get_group_info(group_id)
+ if user_id in group_info["admins"]:
+ group_info["name"] = new_name
+ Redis.hset("groups", group_id, json.dumps(group_info))
+ return group_info
+ else:
+ return None
+
+
+def get_resources():
+ resource_list = Redis.hgetall("resources")
+ return resource_list
+
+
+def get_resource_id(dataset, trait_id=None):
+ resource_id = False
+ if dataset.type == "Publish":
+ if trait_id:
+ resource_id = hmac_creation("{}:{}:{}".format(
+ 'dataset-publish', dataset.id, trait_id))
+ elif dataset.type == "ProbeSet":
+ resource_id = hmac_creation(
+ "{}:{}".format('dataset-probeset', dataset.id))
+ elif dataset.type == "Geno":
+ resource_id = hmac_creation(
+ "{}:{}".format('dataset-geno', dataset.id))
+
+ return resource_id
+
+
+def get_resource_info(resource_id):
+ resource_info = Redis.hget("resources", resource_id)
+ if resource_info:
+ return json.loads(resource_info)
+ else:
+ return None
+
+
+def add_resource(resource_info, update=True):
+ if 'trait' in resource_info['data']:
+ resource_id = hmac_creation('{}:{}:{}'.format(
+ str(resource_info['type']), str(
+ resource_info['data']['dataset']),
+ str(resource_info['data']['trait'])))
+ else:
+ resource_id = hmac_creation('{}:{}'.format(
+ str(resource_info['type']), str(resource_info['data']['dataset'])))
+
+ if update or not Redis.hexists("resources", resource_id):
+ Redis.hset("resources", resource_id, json.dumps(resource_info))
+
+ return resource_info
+
+
+def add_access_mask(resource_id, group_id, access_mask):
+ the_resource = get_resource_info(resource_id)
+ the_resource['group_masks'][group_id] = access_mask
+
+ Redis.hset("resources", resource_id, json.dumps(the_resource))
+
+ return the_resource
diff --git a/gn2/utility/startup_config.py b/gn2/utility/startup_config.py
new file mode 100644
index 00000000..4f9c392a
--- /dev/null
+++ b/gn2/utility/startup_config.py
@@ -0,0 +1,41 @@
+
+from gn2.wqflask import app
+
+from gn2.utility.tools import WEBSERVER_MODE
+from gn2.utility.tools import show_settings
+from gn2.utility.tools import get_setting_int
+from gn2.utility.tools import get_setting
+from gn2.utility.tools import get_setting_bool
+
+
+BLUE = '\033[94m'
+GREEN = '\033[92m'
+BOLD = '\033[1m'
+ENDC = '\033[0m'
+
+
+def app_config():
+ app.config['SESSION_TYPE'] = app.config.get('SESSION_TYPE', 'filesystem')
+ if not app.config.get('SECRET_KEY'):
+ import os
+ app.config['SECRET_KEY'] = str(os.urandom(24))
+ mode = WEBSERVER_MODE
+ if mode in ["DEV", "DEBUG"]:
+ app.config['TEMPLATES_AUTO_RELOAD'] = True
+ if mode == "DEBUG":
+ app.debug = True
+
+ print("==========================================")
+ show_settings()
+
+ port = get_setting_int("SERVER_PORT")
+
+ if get_setting_bool("USE_GN_SERVER"):
+ print(f"GN2 API server URL is [{BLUE}GN_SERVER_URL{ENDC}]")
+ import requests
+ page = requests.get(get_setting("GN_SERVER_URL"))
+ if page.status_code != 200:
+ raise Exception("API server not found!")
+ print(f"GN2 is running. Visit {BLUE}"
+ f"[http://localhost:{str(port)}/{ENDC}]"
+ f"({get_setting('WEBSERVER_URL')})")
diff --git a/gn2/utility/svg.py b/gn2/utility/svg.py
new file mode 100644
index 00000000..912cd04c
--- /dev/null
+++ b/gn2/utility/svg.py
@@ -0,0 +1,1179 @@
+# 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
+
+#!/usr/bin/env python
+# Copyright (c) 2002, Fedor Baart & Hans de Wit (Stichting Farmaceutische Kengetallen)
+# All rights reserved.
+##
+# Redistribution and use in source and binary forms, with or without modification,
+# are permitted provided that the following conditions are met:
+##
+# Redistributions of source code must retain the above copyright notice, this
+# list of conditions and the following disclaimer.
+##
+# Redistributions in binary form must reproduce the above copyright notice,
+# this list of conditions and the following disclaimer in the documentation and/or
+# other materials provided with the distribution.
+##
+# Neither the name of the Stichting Farmaceutische Kengetallen nor the names of
+# its contributors may be used to endorse or promote products derived from this
+# software without specific prior written permission.
+##
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE
+# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+# SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+# OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+# Thanks to Gerald Rosennfellner for his help and useful comments.
+
+import sys
+import exceptions
+__doc__ = """Use SVGdraw to generate your SVGdrawings.
+
+SVGdraw uses an object model drawing and a method toXML to create SVG graphics
+by using easy to use classes and methods usualy you start by creating a drawing eg
+
+ d=drawing()
+ # then you create a SVG root element
+ s=svg()
+ # then you add some elements eg a circle and add it to the svg root element
+ c=circle()
+ # you can supply attributes by using named arguments.
+ c=circle(fill='red',stroke='blue')
+ # or by updating the attributes attribute:
+ c.attributes['stroke-width']=1
+ s.addElement(c)
+ # then you add the svg root element to the drawing
+ d.setSVG(s)
+ # and finaly you xmlify the drawing
+ d.toXml()
+
+
+this results in the svg source of the drawing, which consists of a circle
+on a white background. Its as easy as that;)
+This module was created using the SVG specification of www.w3c.org and the
+O'Reilly (www.oreilly.com) python books as information sources. A svg viewer
+is available from www.adobe.com"""
+
+__version__ = "1.0"
+
+# there are two possibilities to generate svg:
+# via a dom implementation and directly using <element>text</element> strings
+# the latter is way faster (and shorter in coding)
+# the former is only used in debugging svg programs
+# maybe it will be removed alltogether after a while
+# with the following variable you indicate whether to use the dom implementation
+# Note that PyXML is required for using the dom implementation.
+# It is also possible to use the standard minidom. But I didn't try that one.
+# Anyway the text based approach is about 60 times faster than using the full dom implementation.
+use_dom_implementation = 0
+
+
+if use_dom_implementation != 0:
+ try:
+ from xml.dom import implementation
+ from xml.dom.ext import PrettyPrint
+ except:
+ raise exceptions.ImportError(
+ "PyXML is required for using the dom implementation")
+# The implementation is used for the creating the XML document.
+# The prettyprint module is used for converting the xml document object to a xml file
+
+sys.setrecursionlimit = 50
+# The recursion limit is set conservative so mistakes like s=svg() s.addElement(s)
+# won't eat up too much processor time.
+
+# the following code is pasted form xml.sax.saxutils
+# it makes it possible to run the code without the xml sax package installed
+# To make it possible to have <rubbish> in your text elements, it is necessary to escape the texts
+
+
+def _escape(data, entities={}):
+ """Escape &, <, and > in a string of data.
+
+ You can escape other strings of data by passing a dictionary as
+ the optional entities parameter. The keys and values must all be
+ strings; each key will be replaced with its corresponding value.
+ """
+ # data = data.replace("&", "&amp;")
+ data = data.replace("<", "&lt;")
+ data = data.replace(">", "&gt;")
+ for chars, entity in list(entities.items()):
+ data = data.replace(chars, entity)
+ return data
+
+
+def _quoteattr(data, entities={}):
+ """Escape and quote an attribute value.
+
+ Escape &, <, and > in a string of data, then quote it for use as
+ an attribute value. The \" character will be escaped as well, if
+ necessary.
+
+ You can escape other strings of data by passing a dictionary as
+ the optional entities parameter. The keys and values must all be
+ strings; each key will be replaced with its corresponding value.
+ """
+ data = _escape(data, entities)
+ if '"' in data:
+ if "'" in data:
+ data = '"%s"' % data.replace('"', "&quot;")
+ else:
+ data = "'%s'" % data
+ else:
+ data = '"%s"' % data
+ return data
+
+
+def _xypointlist(a):
+ """formats a list of xy pairs"""
+ s = ''
+ for e in a: # this could be done more elegant
+ s += str(e)[1:-1] + ' '
+ return s
+
+
+def _viewboxlist(a):
+ """formats a tuple"""
+ s = ''
+ for e in a:
+ s += str(e) + ' '
+ return s
+
+
+def _pointlist(a):
+ """formats a list of numbers"""
+ return str(a)[1:-1]
+
+
+class pathdata:
+ """class used to create a pathdata object which can be used for a path.
+ although most methods are pretty straightforward it might be useful to look at the SVG specification."""
+ # I didn't test the methods below.
+
+ def __init__(self, x=None, y=None):
+ self.path = []
+ if x is not None and y is not None:
+ self.path.append('M ' + str(x) + ' ' + str(y))
+
+ def closepath(self):
+ """ends the path"""
+ self.path.append('z')
+
+ def move(self, x, y):
+ """move to absolute"""
+ self.path.append('M ' + str(x) + ' ' + str(y))
+
+ def relmove(self, x, y):
+ """move to relative"""
+ self.path.append('m ' + str(x) + ' ' + str(y))
+
+ def line(self, x, y):
+ """line to absolute"""
+ self.path.append('L ' + str(x) + ' ' + str(y))
+
+ def relline(self, x, y):
+ """line to relative"""
+ self.path.append('l ' + str(x) + ' ' + str(y))
+
+ def hline(self, x):
+ """horizontal line to absolute"""
+ self.path.append('H' + str(x))
+
+ def relhline(self, x):
+ """horizontal line to relative"""
+ self.path.append('h' + str(x))
+
+ def vline(self, y):
+ """verical line to absolute"""
+ self.path.append('V' + str(y))
+
+ def relvline(self, y):
+ """vertical line to relative"""
+ self.path.append('v' + str(y))
+
+ def bezier(self, x1, y1, x2, y2, x, y):
+ """bezier with xy1 and xy2 to xy absolut"""
+ self.path.append('C' + str(x1) + ',' + str(y1) + ' ' + str(x2)
+ + ',' + str(y2) + ' ' + str(x) + ',' + str(y))
+
+ def relbezier(self, x1, y1, x2, y2, x, y):
+ """bezier with xy1 and xy2 to xy relative"""
+ self.path.append('c' + str(x1) + ',' + str(y1) + ' ' + str(x2)
+ + ',' + str(y2) + ' ' + str(x) + ',' + str(y))
+
+ def smbezier(self, x2, y2, x, y):
+ """smooth bezier with xy2 to xy absolut"""
+ self.path.append('S' + str(x2) + ',' + str(y2) + \
+ ' ' + str(x) + ',' + str(y))
+
+ def relsmbezier(self, x2, y2, x, y):
+ """smooth bezier with xy2 to xy relative"""
+ self.path.append('s' + str(x2) + ',' + str(y2) + \
+ ' ' + str(x) + ',' + str(y))
+
+ def qbezier(self, x1, y1, x, y):
+ """quadratic bezier with xy1 to xy absolut"""
+ self.path.append('Q' + str(x1) + ',' + str(y1) + \
+ ' ' + str(x) + ',' + str(y))
+
+ def relqbezier(self, x1, y1, x, y):
+ """quadratic bezier with xy1 to xy relative"""
+ self.path.append('q' + str(x1) + ',' + str(y1) + \
+ ' ' + str(x) + ',' + str(y))
+
+ def smqbezier(self, x, y):
+ """smooth quadratic bezier to xy absolut"""
+ self.path.append('T' + str(x) + ',' + str(y))
+
+ def relsmqbezier(self, x, y):
+ """smooth quadratic bezier to xy relative"""
+ self.path.append('t' + str(x) + ',' + str(y))
+
+ def ellarc(self, rx, ry, xrot, laf, sf, x, y):
+ """elliptival arc with rx and ry rotating with xrot using large-arc-flag and sweep-flag to xy absolut"""
+ self.path.append('A' + str(rx) + ',' + str(ry) + ' ' + str(xrot)
+ + ' ' + str(laf) + ' ' + str(sf) + ' ' + str(x) + ' ' + str(y))
+
+ def relellarc(self, rx, ry, xrot, laf, sf, x, y):
+ """elliptival arc with rx and ry rotating with xrot using large-arc-flag and sweep-flag to xy relative"""
+ self.path.append('a' + str(rx) + ',' + str(ry) + ' ' + str(xrot)
+ + ' ' + str(laf) + ' ' + str(sf) + ' ' + str(x) + ' ' + str(y))
+
+ def __repr__(self):
+ return ' '.join(self.path)
+
+
+class SVGelement:
+ """SVGelement(type,attributes,elements,text,namespace,**args)
+ Creates a arbitrary svg element and is intended to be subclassed not used on its own.
+ This element is the base of every svg element it defines a class which resembles
+ a xml-element. The main advantage of this kind of implementation is that you don't
+ have to create a toXML method for every different graph object. Every element
+ consists of a type, attribute, optional subelements, optional text and an optional
+ namespace. Note the elements==None, if elements = None:self.elements=[] construction.
+ This is done because if you default to elements=[] every object has a reference
+ to the same empty list."""
+
+ def __init__(self, type='', attributes=None, elements=None, text='', namespace='', cdata=None, **args):
+ self.type = type
+ if attributes == None:
+ self.attributes = {}
+ else:
+ self.attributes = attributes
+ if elements == None:
+ self.elements = []
+ else:
+ self.elements = elements
+ self.text = text
+ self.namespace = namespace
+ self.cdata = cdata
+ for arg in list(args.keys()):
+ arg2 = arg.replace("__", ":")
+ arg2 = arg2.replace("_", "-")
+ self.attributes[arg2] = args[arg]
+
+ def addElement(self, SVGelement):
+ """adds an element to a SVGelement
+
+ SVGelement.addElement(SVGelement)
+ """
+ self.elements.append(SVGelement)
+
+ def toXml(self, level, f):
+ f.write('\t' * level)
+ f.write('<' + self.type)
+ for attkey in list(self.attributes.keys()):
+ f.write(' ' + _escape(str(attkey)) + '='
+ + _quoteattr(str(self.attributes[attkey])))
+ if self.namespace:
+ f.write(' xmlns="' + _escape(str(self.namespace))
+ + '" xmlns:xlink="http://www.w3.org/1999/xlink"')
+ if self.elements or self.text or self.cdata:
+ f.write('>')
+ if self.elements:
+ f.write('\n')
+ for element in self.elements:
+ element.toXml(level + 1, f)
+ if self.cdata:
+ f.write('\n' + '\t' * (level + 1) + '<![CDATA[')
+ for line in self.cdata.splitlines():
+ f.write('\n' + '\t' * (level + 2) + line)
+ f.write('\n' + '\t' * (level + 1) + ']]>\n')
+ if self.text:
+ if isinstance(self.text, type('')): # If the text is only text
+ f.write(_escape(str(self.text)))
+ else: # If the text is a spannedtext class
+ f.write(str(self.text))
+ if self.elements:
+ f.write('\t' * level + '</' + self.type + '>\n')
+ elif self.text:
+ f.write('</' + self.type + '>\n')
+ elif self.cdata:
+ f.write('\t' * level + '</' + self.type + '>\n')
+ else:
+ f.write('/>\n')
+
+
+class tspan(SVGelement):
+ """ts=tspan(text='',**args)
+
+ a tspan element can be used for applying formatting to a textsection
+ usage:
+ ts=tspan('this text is bold')
+ ts.attributes['font-weight']='bold'
+ st=spannedtext()
+ st.addtspan(ts)
+ t=text(3,5,st)
+ """
+
+ def __init__(self, text=None, **args):
+ SVGelement.__init__(self, 'tspan', **args)
+ if self.text != None:
+ self.text = text
+
+ def __repr__(self):
+ s = "<tspan"
+ for key, value in list(self.attributes.items()):
+ s += ' %s="%s"' % (key, value)
+ s += '>'
+ s += self.text
+ s += '</tspan>'
+ return s
+
+
+class tref(SVGelement):
+ """tr=tref(link='',**args)
+
+ a tref element can be used for referencing text by a link to its id.
+ usage:
+ tr=tref('#linktotext')
+ st=spannedtext()
+ st.addtref(tr)
+ t=text(3,5,st)
+ """
+
+ def __init__(self, link, **args):
+ SVGelement.__init__(self, 'tref', {'xlink:href': link}, **args)
+
+ def __repr__(self):
+ s = "<tref"
+
+ for key, value in list(self.attributes.items()):
+ s += ' %s="%s"' % (key, value)
+ s += '/>'
+ return s
+
+
+class spannedtext:
+ """st=spannedtext(textlist=[])
+
+ a spannedtext can be used for text which consists of text, tspan's and tref's
+ You can use it to add to a text element or path element. Don't add it directly
+ to a svg or a group element.
+ usage:
+
+ ts=tspan('this text is bold')
+ ts.attributes['font-weight']='bold'
+ tr=tref('#linktotext')
+ tr.attributes['fill']='red'
+ st=spannedtext()
+ st.addtspan(ts)
+ st.addtref(tr)
+ st.addtext('This text is not bold')
+ t=text(3,5,st)
+ """
+
+ def __init__(self, textlist=None):
+ if textlist == None:
+ self.textlist = []
+ else:
+ self.textlist = textlist
+
+ def addtext(self, text=''):
+ self.textlist.append(text)
+
+ def addtspan(self, tspan):
+ self.textlist.append(tspan)
+
+ def addtref(self, tref):
+ self.textlist.append(tref)
+
+ def __repr__(self):
+ s = ""
+ for element in self.textlist:
+ s += str(element)
+ return s
+
+
+class rect(SVGelement):
+ """r=rect(width,height,x,y,fill,stroke,stroke_width,**args)
+
+ a rectangle is defined by a width and height and a xy pair
+ """
+
+ def __init__(self, x=None, y=None, width=None, height=None, fill=None, stroke=None, stroke_width=None, **args):
+ if width == None or height == None:
+ raise ValueError('both height and width are required')
+
+ SVGelement.__init__(
+ self, 'rect', {'width': width, 'height': height}, **args)
+ if x != None:
+ self.attributes['x'] = x
+ if y != None:
+ self.attributes['y'] = y
+ if fill != None:
+ self.attributes['fill'] = fill
+ if stroke != None:
+ self.attributes['stroke'] = stroke
+ if stroke_width != None:
+ self.attributes['stroke-width'] = stroke_width
+
+
+class ellipse(SVGelement):
+ """e=ellipse(rx,ry,x,y,fill,stroke,stroke_width,**args)
+
+ an ellipse is defined as a center and a x and y radius.
+ """
+
+ def __init__(self, cx=None, cy=None, rx=None, ry=None, fill=None, stroke=None, stroke_width=None, **args):
+ if rx == None or ry == None:
+ raise ValueError('both rx and ry are required')
+
+ SVGelement.__init__(self, 'ellipse', {'rx': rx, 'ry': ry}, **args)
+ if cx != None:
+ self.attributes['cx'] = cx
+ if cy != None:
+ self.attributes['cy'] = cy
+ if fill != None:
+ self.attributes['fill'] = fill
+ if stroke != None:
+ self.attributes['stroke'] = stroke
+ if stroke_width != None:
+ self.attributes['stroke-width'] = stroke_width
+
+
+class circle(SVGelement):
+ """c=circle(x,y,radius,fill,stroke,stroke_width,**args)
+
+ The circle creates an element using a x, y and radius values eg
+ """
+
+ def __init__(self, cx=None, cy=None, r=None, fill=None, stroke=None, stroke_width=None, **args):
+ if r == None:
+ raise ValueError('r is required')
+ SVGelement.__init__(self, 'circle', {'r': r}, **args)
+ if cx != None:
+ self.attributes['cx'] = cx
+ if cy != None:
+ self.attributes['cy'] = cy
+ if fill != None:
+ self.attributes['fill'] = fill
+ if stroke != None:
+ self.attributes['stroke'] = stroke
+ if stroke_width != None:
+ self.attributes['stroke-width'] = stroke_width
+
+
+class point(circle):
+ """p=point(x,y,color)
+
+ A point is defined as a circle with a size 1 radius. It may be more efficient to use a
+ very small rectangle if you use many points because a circle is difficult to render.
+ """
+
+ def __init__(self, x, y, fill='black', **args):
+ circle.__init__(self, x, y, 1, fill, **args)
+
+
+class line(SVGelement):
+ """l=line(x1,y1,x2,y2,stroke,stroke_width,**args)
+
+ A line is defined by a begin x,y pair and an end x,y pair
+ """
+
+ def __init__(self, x1=None, y1=None, x2=None, y2=None, stroke=None, stroke_width=None, **args):
+ SVGelement.__init__(self, 'line', **args)
+ if x1 != None:
+ self.attributes['x1'] = x1
+ if y1 != None:
+ self.attributes['y1'] = y1
+ if x2 != None:
+ self.attributes['x2'] = x2
+ if y2 != None:
+ self.attributes['y2'] = y2
+ if stroke_width != None:
+ self.attributes['stroke-width'] = stroke_width
+ if stroke != None:
+ self.attributes['stroke'] = stroke
+
+
+class polyline(SVGelement):
+ """pl=polyline([[x1,y1],[x2,y2],...],fill,stroke,stroke_width,**args)
+
+ a polyline is defined by a list of xy pairs
+ """
+
+ def __init__(self, points, fill=None, stroke=None, stroke_width=None, **args):
+ SVGelement.__init__(self, 'polyline', {
+ 'points': _xypointlist(points)}, **args)
+ if fill != None:
+ self.attributes['fill'] = fill
+ if stroke_width != None:
+ self.attributes['stroke-width'] = stroke_width
+ if stroke != None:
+ self.attributes['stroke'] = stroke
+
+
+class polygon(SVGelement):
+ """pl=polyline([[x1,y1],[x2,y2],...],fill,stroke,stroke_width,**args)
+
+ a polygon is defined by a list of xy pairs
+ """
+
+ def __init__(self, points, fill=None, stroke=None, stroke_width=None, **args):
+ SVGelement.__init__(
+ self, 'polygon', {'points': _xypointlist(points)}, **args)
+ if fill != None:
+ self.attributes['fill'] = fill
+ if stroke_width != None:
+ self.attributes['stroke-width'] = stroke_width
+ if stroke != None:
+ self.attributes['stroke'] = stroke
+
+
+class path(SVGelement):
+ """p=path(path,fill,stroke,stroke_width,**args)
+
+ a path is defined by a path object and optional width, stroke and fillcolor
+ """
+
+ def __init__(self, pathdata, fill=None, stroke=None, stroke_width=None, id=None, **args):
+ SVGelement.__init__(self, 'path', {'d': str(pathdata)}, **args)
+ if stroke != None:
+ self.attributes['stroke'] = stroke
+ if fill != None:
+ self.attributes['fill'] = fill
+ if stroke_width != None:
+ self.attributes['stroke-width'] = stroke_width
+ if id != None:
+ self.attributes['id'] = id
+
+
+class text(SVGelement):
+ """t=text(x,y,text,font_size,font_family,**args)
+
+ a text element can bge used for displaying text on the screen
+ """
+
+ def __init__(self, x=None, y=None, text=None, font_size=None, font_family=None, text_anchor=None, **args):
+ SVGelement.__init__(self, 'text', **args)
+ if x != None:
+ self.attributes['x'] = x
+ if y != None:
+ self.attributes['y'] = y
+ if font_size != None:
+ self.attributes['font-size'] = font_size
+ if font_family != None:
+ self.attributes['font-family'] = font_family
+ if text != None:
+ self.text = text
+ if text_anchor != None:
+ self.attributes['text-anchor'] = text_anchor
+
+
+class textpath(SVGelement):
+ """tp=textpath(text,link,**args)
+
+ a textpath places a text on a path which is referenced by a link.
+ """
+
+ def __init__(self, link, text=None, **args):
+ SVGelement.__init__(self, 'textPath', {'xlink:href': link}, **args)
+ if text != None:
+ self.text = text
+
+
+class pattern(SVGelement):
+ """p=pattern(x,y,width,height,patternUnits,**args)
+
+ A pattern is used to fill or stroke an object using a pre-defined
+ graphic object which can be replicated ("tiled") at fixed intervals
+ in x and y to cover the areas to be painted.
+ """
+
+ def __init__(self, x=None, y=None, width=None, height=None, patternUnits=None, **args):
+ SVGelement.__init__(self, 'pattern', **args)
+ if x != None:
+ self.attributes['x'] = x
+ if y != None:
+ self.attributes['y'] = y
+ if width != None:
+ self.attributes['width'] = width
+ if height != None:
+ self.attributes['height'] = height
+ if patternUnits != None:
+ self.attributes['patternUnits'] = patternUnits
+
+
+class title(SVGelement):
+ """t=title(text,**args)
+
+ a title is a text element. The text is displayed in the title bar
+ add at least one to the root svg element
+ """
+
+ def __init__(self, text=None, **args):
+ SVGelement.__init__(self, 'title', **args)
+ if text != None:
+ self.text = text
+
+
+class description(SVGelement):
+ """d=description(text,**args)
+
+ a description can be added to any element and is used for a tooltip
+ Add this element before adding other elements.
+ """
+
+ def __init__(self, text=None, **args):
+ SVGelement.__init__(self, 'desc', **args)
+ if text != None:
+ self.text = text
+
+
+class lineargradient(SVGelement):
+ """lg=lineargradient(x1,y1,x2,y2,id,**args)
+
+ defines a lineargradient using two xy pairs.
+ stop elements van be added to define the gradient colors.
+ """
+
+ def __init__(self, x1=None, y1=None, x2=None, y2=None, id=None, **args):
+ SVGelement.__init__(self, 'linearGradient', **args)
+ if x1 != None:
+ self.attributes['x1'] = x1
+ if y1 != None:
+ self.attributes['y1'] = y1
+ if x2 != None:
+ self.attributes['x2'] = x2
+ if y2 != None:
+ self.attributes['y2'] = y2
+ if id != None:
+ self.attributes['id'] = id
+
+
+class radialgradient(SVGelement):
+ """rg=radialgradient(cx,cy,r,fx,fy,id,**args)
+
+ defines a radial gradient using a outer circle which are defined by a cx,cy and r and by using a focalpoint.
+ stop elements van be added to define the gradient colors.
+ """
+
+ def __init__(self, cx=None, cy=None, r=None, fx=None, fy=None, id=None, **args):
+ SVGelement.__init__(self, 'radialGradient', **args)
+ if cx != None:
+ self.attributes['cx'] = cx
+ if cy != None:
+ self.attributes['cy'] = cy
+ if r != None:
+ self.attributes['r'] = r
+ if fx != None:
+ self.attributes['fx'] = fx
+ if fy != None:
+ self.attributes['fy'] = fy
+ if id != None:
+ self.attributes['id'] = id
+
+
+class stop(SVGelement):
+ """st=stop(offset,stop_color,**args)
+
+ Puts a stop color at the specified radius
+ """
+
+ def __init__(self, offset, stop_color=None, **args):
+ SVGelement.__init__(self, 'stop', {'offset': offset}, **args)
+ if stop_color != None:
+ self.attributes['stop-color'] = stop_color
+
+
+class style(SVGelement):
+ """st=style(type,cdata=None,**args)
+
+ Add a CDATA element to this element for defing in line stylesheets etc..
+ """
+
+ def __init__(self, type, cdata=None, **args):
+ SVGelement.__init__(self, 'style', {'type': type}, cdata=cdata, **args)
+
+
+class image(SVGelement):
+ """im=image(url,width,height,x,y,**args)
+
+ adds an image to the drawing. Supported formats are .png, .jpg and .svg.
+ """
+
+ def __init__(self, url, x=None, y=None, width=None, height=None, **args):
+ if width == None or height == None:
+ raise ValueError('both height and width are required')
+ SVGelement.__init__(
+ self, 'image', {'xlink:href': url, 'width': width, 'height': height}, **args)
+ if x != None:
+ self.attributes['x'] = x
+ if y != None:
+ self.attributes['y'] = y
+
+
+class cursor(SVGelement):
+ """c=cursor(url,**args)
+
+ defines a custom cursor for a element or a drawing
+ """
+
+ def __init__(self, url, **args):
+ SVGelement.__init__(self, 'cursor', {'xlink:href': url}, **args)
+
+
+class marker(SVGelement):
+ """m=marker(id,viewbox,refX,refY,markerWidth,markerHeight,**args)
+
+ defines a marker which can be used as an endpoint for a line or other pathtypes
+ add an element to it which should be used as a marker.
+ """
+
+ def __init__(self, id=None, viewBox=None, refx=None, refy=None, markerWidth=None, markerHeight=None, **args):
+ SVGelement.__init__(self, 'marker', **args)
+ if id != None:
+ self.attributes['id'] = id
+ if viewBox != None:
+ self.attributes['viewBox'] = _viewboxlist(viewBox)
+ if refx != None:
+ self.attributes['refX'] = refx
+ if refy != None:
+ self.attributes['refY'] = refy
+ if markerWidth != None:
+ self.attributes['markerWidth'] = markerWidth
+ if markerHeight != None:
+ self.attributes['markerHeight'] = markerHeight
+
+
+class group(SVGelement):
+ """g=group(id,**args)
+
+ a group is defined by an id and is used to contain elements
+ g.addElement(SVGelement)
+ """
+
+ def __init__(self, id=None, **args):
+ SVGelement.__init__(self, 'g', **args)
+ if id != None:
+ self.attributes['id'] = id
+
+
+class symbol(SVGelement):
+ """sy=symbol(id,viewbox,**args)
+
+ defines a symbol which can be used on different places in your graph using
+ the use element. A symbol is not rendered but you can use 'use' elements to
+ display it by referencing its id.
+ sy.addElement(SVGelement)
+ """
+
+ def __init__(self, id=None, viewBox=None, **args):
+ SVGelement.__init__(self, 'symbol', **args)
+ if id != None:
+ self.attributes['id'] = id
+ if viewBox != None:
+ self.attributes['viewBox'] = _viewboxlist(viewBox)
+
+
+class defs(SVGelement):
+ """d=defs(**args)
+
+ container for defining elements
+ """
+
+ def __init__(self, **args):
+ SVGelement.__init__(self, 'defs', **args)
+
+
+class switch(SVGelement):
+ """sw=switch(**args)
+
+ Elements added to a switch element which are "switched" by the attributes
+ requiredFeatures, requiredExtensions and systemLanguage.
+ Refer to the SVG specification for details.
+ """
+
+ def __init__(self, **args):
+ SVGelement.__init__(self, 'switch', **args)
+
+
+class use(SVGelement):
+ """u=use(link,x,y,width,height,**args)
+
+ references a symbol by linking to its id and its position, height and width
+ """
+
+ def __init__(self, link, x=None, y=None, width=None, height=None, **args):
+ SVGelement.__init__(self, 'use', {'xlink:href': link}, **args)
+ if x != None:
+ self.attributes['x'] = x
+ if y != None:
+ self.attributes['y'] = y
+
+ if width != None:
+ self.attributes['width'] = width
+ if height != None:
+ self.attributes['height'] = height
+
+
+class link(SVGelement):
+ """a=link(url,**args)
+
+ a link is defined by a hyperlink. add elements which have to be linked
+ a.addElement(SVGelement)
+ """
+
+ def __init__(self, link='', **args):
+ SVGelement.__init__(self, 'a', {'xlink:href': link}, **args)
+
+
+class view(SVGelement):
+ """v=view(id,**args)
+
+ a view can be used to create a view with different attributes"""
+
+ def __init__(self, id=None, **args):
+ SVGelement.__init__(self, 'view', **args)
+ if id != None:
+ self.attributes['id'] = id
+
+
+class script(SVGelement):
+ """sc=script(type,type,cdata,**args)
+
+ adds a script element which contains CDATA to the SVG drawing
+
+ """
+
+ def __init__(self, type, cdata=None, **args):
+ SVGelement.__init__(
+ self, 'script', {'type': type}, cdata=cdata, **args)
+
+
+class animate(SVGelement):
+ """an=animate(attribute,from,to,during,**args)
+
+ animates an attribute.
+ """
+
+ def __init__(self, attribute, fr=None, to=None, dur=None, **args):
+ SVGelement.__init__(
+ self, 'animate', {'attributeName': attribute}, **args)
+ if fr != None:
+ self.attributes['from'] = fr
+ if to != None:
+ self.attributes['to'] = to
+ if dur != None:
+ self.attributes['dur'] = dur
+
+
+class animateMotion(SVGelement):
+ """an=animateMotion(pathdata,dur,**args)
+
+ animates a SVGelement over the given path in dur seconds
+ """
+
+ def __init__(self, pathdata, dur, **args):
+ SVGelement.__init__(self, 'animateMotion', **args)
+ if pathdata != None:
+ self.attributes['path'] = str(pathdata)
+ if dur != None:
+ self.attributes['dur'] = dur
+
+
+class animateTransform(SVGelement):
+ """antr=animateTransform(type,from,to,dur,**args)
+
+ transform an element from and to a value.
+ """
+
+ def __init__(self, type=None, fr=None, to=None, dur=None, **args):
+ SVGelement.__init__(self, 'animateTransform', {
+ 'attributeName': 'transform'}, **args)
+ # As far as I know the attributeName is always transform
+ if type != None:
+ self.attributes['type'] = type
+ if fr != None:
+ self.attributes['from'] = fr
+ if to != None:
+ self.attributes['to'] = to
+ if dur != None:
+ self.attributes['dur'] = dur
+
+
+class animateColor(SVGelement):
+ """ac=animateColor(attribute,type,from,to,dur,**args)
+
+ Animates the color of a element
+ """
+
+ def __init__(self, attribute, type=None, fr=None, to=None, dur=None, **args):
+ SVGelement.__init__(self, 'animateColor', {
+ 'attributeName': attribute}, **args)
+ if type != None:
+ self.attributes['type'] = type
+ if fr != None:
+ self.attributes['from'] = fr
+ if to != None:
+ self.attributes['to'] = to
+ if dur != None:
+ self.attributes['dur'] = dur
+
+
+class set(SVGelement):
+ """st=set(attribute,to,during,**args)
+
+ sets an attribute to a value for a
+ """
+
+ def __init__(self, attribute, to=None, dur=None, **args):
+ SVGelement.__init__(self, 'set', {'attributeName': attribute}, **args)
+ if to != None:
+ self.attributes['to'] = to
+ if dur != None:
+ self.attributes['dur'] = dur
+
+
+class svg(SVGelement):
+ """s=svg(viewbox,width,height,**args)
+
+ a svg or element is the root of a drawing add all elements to a svg element.
+ You can have different svg elements in one svg file
+ s.addElement(SVGelement)
+
+ eg
+ d=drawing()
+ s=svg((0,0,100,100),'100%','100%')
+ c=circle(50,50,20)
+ s.addElement(c)
+ d.setSVG(s)
+ d.toXml()
+ """
+
+ def __init__(self, viewBox=None, width=None, height=None, **args):
+ SVGelement.__init__(self, 'svg', **args)
+ if viewBox != None:
+ self.attributes['viewBox'] = _viewboxlist(viewBox)
+ if width != None:
+ self.attributes['width'] = width
+ if height != None:
+ self.attributes['height'] = height
+ self.namespace = "http://www.w3.org/2000/svg"
+
+
+class drawing:
+ """d=drawing()
+
+ this is the actual SVG document. It needs a svg element as a root.
+ Use the addSVG method to set the svg to the root. Use the toXml method to write the SVG
+ source to the screen or to a file
+ d=drawing()
+ d.addSVG(svg)
+ d.toXml(optionalfilename)
+ """
+
+ def __init__(self, entity={}):
+ self.svg = None
+ self.entity = entity
+
+ def setSVG(self, svg):
+ self.svg = svg
+ # Voeg een element toe aan de grafiek toe.
+ if use_dom_implementation == 0:
+ def toXml(self, filename='', compress=False):
+ import io
+ xml = io.StringIO()
+ xml.write("<?xml version='1.0' encoding='UTF-8'?>\n")
+ xml.write(
+ "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.0//EN\" \"http://www.w3.org/TR/2001/REC-SVG-20010904/DTD/svg10.dtd\"")
+ if self.entity:
+ xml.write(" [\n")
+ for item in list(self.entity.keys()):
+ xml.write("<!ENTITY %s \"%s\">\n" %
+ (item, self.entity[item]))
+ xml.write("]")
+ xml.write(">\n")
+ self.svg.toXml(0, xml)
+ if not filename:
+ if compress:
+ import gzip
+ f = io.StringIO()
+ zf = gzip.GzipFile(fileobj=f, mode='wb')
+ zf.write(xml.getvalue())
+ zf.close()
+ f.seek(0)
+ return f.read()
+ else:
+ return xml.getvalue()
+ else:
+ if filename[-4:] == 'svgz':
+ import gzip
+ f = gzip.GzipFile(filename=filename,
+ mode="wb", compresslevel=9)
+ f.write(xml.getvalue())
+ f.close()
+ else:
+ f = file(filename, 'w')
+ f.write(xml.getvalue())
+ f.close()
+
+ else:
+ def toXml(self, filename='', compress=False):
+ """drawing.toXml() ---->to the screen
+ drawing.toXml(filename)---->to the file
+ writes a svg drawing to the screen or to a file
+ compresses if filename ends with svgz or if compress is true
+ """
+ doctype = implementation.createDocumentType(
+ 'svg', "-//W3C//DTD SVG 1.0//EN""", 'http://www.w3.org/TR/2001/REC-SVG-20010904/DTD/svg10.dtd ')
+
+ global root
+ # root is defined global so it can be used by the appender. Its also possible to use it as an arugument but
+ # that is a bit messy.
+ root = implementation.createDocument(None, None, doctype)
+ # Create the xml document.
+ global appender
+
+ def appender(element, elementroot):
+ """This recursive function appends elements to an element and sets the attributes
+ and type. It stops when alle elements have been appended"""
+ if element.namespace:
+ e = root.createElementNS(element.namespace, element.type)
+ else:
+ e = root.createElement(element.type)
+ if element.text:
+ textnode = root.createTextNode(element.text)
+ e.appendChild(textnode)
+ # in element.attributes is supported from python 2.2
+ for attribute in list(element.attributes.keys()):
+ e.setAttribute(attribute, str(
+ element.attributes[attribute]))
+ if element.elements:
+ for el in element.elements:
+ e = appender(el, e)
+ elementroot.appendChild(e)
+ return elementroot
+ root = appender(self.svg, root)
+ if not filename:
+ import io
+ xml = io.StringIO()
+ PrettyPrint(root, xml)
+ if compress:
+ import gzip
+ f = io.StringIO()
+ zf = gzip.GzipFile(fileobj=f, mode='wb')
+ zf.write(xml.getvalue())
+ zf.close()
+ f.seek(0)
+ return f.read()
+ else:
+ return xml.getvalue()
+ else:
+ try:
+ if filename[-4:] == 'svgz':
+ import gzip
+ import io
+ xml = io.StringIO()
+ PrettyPrint(root, xml)
+ f = gzip.GzipFile(filename=filename,
+ mode='wb', compresslevel=9)
+ f.write(xml.getvalue())
+ f.close()
+ else:
+ f = open(filename, 'w')
+ PrettyPrint(root, f)
+ f.close()
+ except:
+ print(("Cannot write SVG file: " + filename))
+
+ def validate(self):
+ try:
+ import xml.parsers.xmlproc.xmlval
+ except:
+ raise exceptions.ImportError(
+ 'PyXml is required for validating SVG')
+ svg = self.toXml()
+ xv = xml.parsers.xmlproc.xmlval.XMLValidator()
+ try:
+ xv.feed(svg)
+ except:
+ raise Exception("SVG is not well formed, see messages above")
+ else:
+ print("SVG well formed")
+
+
+if __name__ == '__main__':
+
+ d = drawing()
+ s = svg((0, 0, 100, 100))
+ r = rect(-100, -100, 300, 300, 'cyan')
+ s.addElement(r)
+
+ t = title('SVGdraw Demo')
+ s.addElement(t)
+ g = group('animations')
+ e = ellipse(0, 0, 5, 2)
+ g.addElement(e)
+ c = circle(0, 0, 1, 'red')
+ g.addElement(c)
+ pd = pathdata(0, -10)
+ for i in range(6):
+ pd.relsmbezier(10, 5, 0, 10)
+ pd.relsmbezier(-10, 5, 0, 10)
+ an = animateMotion(pd, 10)
+ an.attributes['rotate'] = 'auto-reverse'
+ an.attributes['repeatCount'] = "indefinite"
+ g.addElement(an)
+ s.addElement(g)
+ for i in range(20, 120, 20):
+ u = use('#animations', i, 0)
+ s.addElement(u)
+ for i in range(0, 120, 20):
+ for j in range(5, 105, 10):
+ c = circle(i, j, 1, 'red', 'black', .5)
+ s.addElement(c)
+ d.setSVG(s)
+
+ print((d.toXml()))
diff --git a/gn2/utility/temp_data.py b/gn2/utility/temp_data.py
new file mode 100644
index 00000000..07c5a318
--- /dev/null
+++ b/gn2/utility/temp_data.py
@@ -0,0 +1,25 @@
+from redis import Redis
+
+import simplejson as json
+
+
+class TempData:
+
+ def __init__(self, temp_uuid):
+ self.temp_uuid = temp_uuid
+ self.redis = Redis()
+ self.key = "tempdata:{}".format(self.temp_uuid)
+
+ def store(self, field, value):
+ self.redis.hset(self.key, field, value)
+ self.redis.expire(self.key, 60 * 15) # Expire in 15 minutes
+
+ def get_all(self):
+ return self.redis.hgetall(self.key)
+
+
+if __name__ == "__main__":
+ redis = Redis()
+ for key in list(redis.keys()):
+ for field in redis.hkeys(key):
+ print("{}.{}={}".format(key, field, redis.hget(key, field)))
diff --git a/gn2/utility/tools.py b/gn2/utility/tools.py
new file mode 100644
index 00000000..7adf8e8f
--- /dev/null
+++ b/gn2/utility/tools.py
@@ -0,0 +1,357 @@
+# Tools/paths finder resolves external paths from settings and/or environment
+# variables
+
+import os
+import sys
+import json
+import socket
+from pathlib import Path
+
+from gn2.wqflask import app
+
+# Use the standard logger here to avoid a circular dependency
+import logging
+logger = logging.getLogger(__name__)
+
+
+def app_set(command_id, value):
+ """Set application wide value"""
+ app.config.setdefault(command_id, value)
+ return value
+
+
+def get_setting(command_id, guess=None):
+ """Resolve a setting from the environment or the global settings in
+ app.config, with valid_path is a function checking whether the
+ path points to an expected directory and returns the full path to
+ the binary command
+
+ guess = os.environ.get('HOME')+'/pylmm'
+ valid_path(get_setting('PYLMM_PATH',guess))
+
+ first tries the environment variable in +id+, next gets the Flask
+ app setting for the same +id+ and finally does an educated
+ +guess+.
+
+ In all, the environment overrides the others, next is the flask
+ setting, then the guess. A valid path to the binary command is
+ returned. If none is resolved an exception is thrown.
+
+ Note that we do not use the system path. This is on purpose
+ because it will mess up controlled (reproducible) deployment. The
+ proper way is to either use the GNU Guix defaults as listed in
+ etc/default_settings.py or override them yourself by creating a
+ different settings.py file (or setting the environment).
+
+ """
+ def value(command):
+ if command:
+ # sys.stderr.write("Found "+command+"\n")
+ app_set(command_id, command)
+ return command
+ else:
+ return app.config.get(command_id)
+
+ # ---- Check whether environment exists
+ # print("Looking for "+command_id+"\n")
+ command = value(os.environ.get(command_id))
+ if command is None or command == "":
+ # ---- Check whether setting exists in app
+ command = value(app.config.get(command_id))
+ if command is None:
+ command = value(guess)
+ if command is None or command == "":
+ # print command
+ raise Exception(
+ command_id + ' setting unknown or faulty (update default_settings.py?).')
+ # print("Set "+command_id+"="+str(command))
+ return command
+
+
+def get_setting_bool(id):
+ v = get_setting(id)
+ if v not in [0, False, 'False', 'FALSE', None]:
+ return True
+ return False
+
+
+def get_setting_int(id):
+ v = get_setting(id)
+ if isinstance(v, str):
+ return int(v)
+ if v is None:
+ return 0
+ return v
+
+
+def valid_bin(bin):
+ if os.path.islink(bin) or valid_file(bin):
+ return bin
+ return None
+
+
+def valid_file(fn):
+ if os.path.isfile(fn):
+ return fn
+ return None
+
+
+def valid_path(dir):
+ if os.path.isdir(dir):
+ return dir
+ return None
+
+
+def js_path(module=None):
+ """
+ Find the JS module in the two paths
+ """
+ try_gn = get_setting("JS_GN_PATH") + "/" + module
+ if valid_path(try_gn):
+ return try_gn
+ try_guix = get_setting("JS_GUIX_PATH") + "/" + module
+ if valid_path(try_guix):
+ return try_guix
+ raise "No JS path found for " + module + \
+ " (if not in Guix check JS_GN_PATH)"
+
+
+def reaper_command(guess=None):
+ return get_setting("REAPER_COMMAND", guess)
+
+
+def gemma_command(guess=None):
+ return assert_bin(get_setting("GEMMA_COMMAND", guess))
+
+
+def gemma_wrapper_command(guess=None):
+ return assert_bin(get_setting("GEMMA_WRAPPER_COMMAND", guess))
+
+
+def plink_command(guess=None):
+ return assert_bin(get_setting("PLINK_COMMAND", guess))
+
+
+def flat_file_exists(subdir):
+ base = get_setting("GENENETWORK_FILES")
+ return valid_path(base + "/" + subdir)
+
+
+def flat_files(subdir=None):
+ base = get_setting("GENENETWORK_FILES")
+ if subdir:
+ return assert_dir(base + "/" + subdir)
+ return assert_dir(base)
+
+
+def assert_bin(fn):
+ if not valid_bin(fn):
+ raise Exception("ERROR: can not find binary " + fn)
+ return fn
+
+
+def assert_dir(the_dir):
+ if not valid_path(the_dir):
+ raise FileNotFoundError(f"ERROR: can not find directory '{the_dir}'")
+ return the_dir
+
+
+def assert_writable_dir(dir):
+ try:
+ fn = os.path.join(dir, "test.txt")
+ fh = open(fn, 'w')
+ fh.write("I am writing this text to the file\n")
+ fh.close()
+ os.remove(fn)
+ except IOError:
+ raise Exception('Unable to write test.txt to directory ' + dir)
+ return dir
+
+
+def assert_file(fn):
+ if not valid_file(fn):
+ raise FileNotFoundError(f"Unable to find file '{fn}'")
+ return fn
+
+
+def mk_dir(dir):
+ if not valid_path(dir):
+ os.makedirs(dir)
+ return assert_dir(dir)
+
+
+def locate(name, subdir=None):
+ """
+ Locate a static flat file in the GENENETWORK_FILES environment.
+
+ This function throws an error when the file is not found.
+ """
+ base = get_setting("GENENETWORK_FILES")
+ if subdir:
+ base = base + "/" + subdir
+ if valid_path(base):
+ lookfor = base + "/" + name
+ if valid_file(lookfor):
+ return lookfor
+ else:
+ raise Exception("Can not locate " + lookfor)
+ if subdir:
+ sys.stderr.write(subdir)
+ raise Exception("Can not locate " + name + " in " + base)
+
+
+def locate_phewas(name, subdir=None):
+ return locate(name, '/phewas/' + subdir)
+
+
+def locate_ignore_error(name, subdir=None):
+ """
+ Locate a static flat file in the GENENETWORK_FILES environment.
+
+ This function does not throw an error when the file is not found
+ but returns None.
+ """
+ base = get_setting("GENENETWORK_FILES")
+ if subdir:
+ base = base + "/" + subdir
+ if valid_path(base):
+ lookfor = base + "/" + name
+ if valid_file(lookfor):
+ return lookfor
+ return None
+
+
+def tempdir():
+ """
+ Get UNIX TMPDIR by default
+ """
+ return valid_path(get_setting("TMPDIR", "/tmp"))
+
+
+BLUE = '\033[94m'
+GREEN = '\033[92m'
+BOLD = '\033[1m'
+ENDC = '\033[0m'
+
+
+def show_settings():
+ from gn2.utility.tools import LOG_LEVEL
+
+ print(("Set global log level to " + BLUE + LOG_LEVEL + ENDC),
+ file=sys.stderr)
+ log_level = getattr(logging, LOG_LEVEL.upper())
+ logging.basicConfig(level=log_level)
+
+ logger.info(BLUE + "Mr. Mojo Risin 2" + ENDC)
+ keylist = list(app.config.keys())
+ print("runserver.py: ****** Webserver configuration - k,v pairs from app.config ******",
+ file=sys.stderr)
+ keylist.sort()
+ for k in keylist:
+ try:
+ print(("%s: %s%s%s%s" % (k, BLUE, BOLD, get_setting(k), ENDC)),
+ file=sys.stderr)
+ except:
+ print(("%s: %s%s%s%s" % (k, GREEN, BOLD, app.config[k], ENDC)),
+ file=sys.stderr)
+
+def gn_version_repo_info(root_dir):
+ """retrieve the branch name and abbreviated commit hash."""
+ try:
+ from git import Repo
+ repo = Repo(root_dir)
+ return f"{repo.head.ref.name}-{repo.head.commit.hexsha[0:9]}"
+ except:
+ return ""
+
+def gn_version():
+ """Compute and return the version of the application."""
+ hostname = socket.gethostname()
+ basedir = Path(__file__).absolute().parent.parent.parent
+ with open(Path(basedir, "etc", "VERSION"), encoding="utf8") as version_file:
+ version_contents = version_file.read().strip()
+ base_version = f"{hostname}:{basedir.name}:{version_contents}"
+ repo_info = gn_version_repo_info(basedir)
+ return f"{base_version}-{repo_info}" if bool(repo_info) else base_version
+
+# Cached values
+GN_VERSION = gn_version()
+HOME = get_setting('HOME')
+SERVER_PORT = get_setting('SERVER_PORT')
+WEBSERVER_MODE = get_setting('WEBSERVER_MODE')
+GN2_BASE_URL = get_setting('GN2_BASE_URL')
+GN2_BRANCH_URL = get_setting('GN2_BRANCH_URL')
+GN_SERVER_URL = get_setting('GN_SERVER_URL')
+AUTH_SERVER_URL = get_setting('AUTH_SERVER_URL')
+GN_PROXY_URL = get_setting('GN_PROXY_URL')
+GN3_LOCAL_URL = get_setting('GN3_LOCAL_URL')
+SERVER_PORT = get_setting_int('SERVER_PORT')
+SQL_URI = get_setting('SQL_URI')
+LOG_LEVEL = get_setting('LOG_LEVEL')
+LOG_LEVEL_DEBUG = get_setting_int('LOG_LEVEL_DEBUG')
+LOG_SQL = get_setting_bool('LOG_SQL')
+LOG_SQL_ALCHEMY = get_setting_bool('LOG_SQL_ALCHEMY')
+LOG_BENCH = get_setting_bool('LOG_BENCH')
+LOG_FORMAT = "%(message)s" # not yet in use
+USE_REDIS = get_setting_bool('USE_REDIS')
+REDIS_URL = get_setting('REDIS_URL')
+USE_GN_SERVER = get_setting_bool('USE_GN_SERVER')
+
+GENENETWORK_FILES = get_setting('GENENETWORK_FILES')
+JS_GUIX_PATH = get_setting('JS_GUIX_PATH')
+assert_dir(JS_GUIX_PATH)
+JS_GN_PATH = get_setting('JS_GN_PATH')
+# assert_dir(JS_GN_PATH)
+
+GITHUB_CLIENT_ID = get_setting('GITHUB_CLIENT_ID')
+GITHUB_CLIENT_SECRET = get_setting('GITHUB_CLIENT_SECRET')
+GITHUB_AUTH_URL = ""
+if GITHUB_CLIENT_ID != 'UNKNOWN' and GITHUB_CLIENT_SECRET:
+ GITHUB_AUTH_URL = "https://github.com/login/oauth/authorize?client_id=" + \
+ GITHUB_CLIENT_ID + "&client_secret=" + GITHUB_CLIENT_SECRET
+ GITHUB_API_URL = get_setting('GITHUB_API_URL')
+
+ORCID_CLIENT_ID = get_setting('ORCID_CLIENT_ID')
+ORCID_CLIENT_SECRET = get_setting('ORCID_CLIENT_SECRET')
+ORCID_AUTH_URL = None
+if ORCID_CLIENT_ID != 'UNKNOWN' and ORCID_CLIENT_SECRET:
+ ORCID_AUTH_URL = "https://orcid.org/oauth/authorize?response_type=code&scope=/authenticate&show_login=true&client_id=" + \
+ ORCID_CLIENT_ID + "&client_secret=" + ORCID_CLIENT_SECRET + \
+ "&redirect_uri=" + GN2_BRANCH_URL + "n/login/orcid_oauth2"
+ ORCID_TOKEN_URL = get_setting('ORCID_TOKEN_URL')
+
+
+SMTP_CONNECT = get_setting('SMTP_CONNECT')
+SMTP_USERNAME = get_setting('SMTP_USERNAME')
+SMTP_PASSWORD = get_setting('SMTP_PASSWORD')
+
+REAPER_COMMAND = app_set("REAPER_COMMAND", reaper_command())
+GEMMA_COMMAND = app_set("GEMMA_COMMAND", gemma_command())
+assert(GEMMA_COMMAND is not None)
+PLINK_COMMAND = app_set("PLINK_COMMAND", plink_command())
+GEMMA_WRAPPER_COMMAND = gemma_wrapper_command()
+TEMPDIR = tempdir() # defaults to UNIX TMPDIR
+assert_dir(TEMPDIR)
+
+# ---- Handle specific JS modules
+JS_GUIX_PATH = get_setting("JS_GUIX_PATH")
+assert_dir(JS_GUIX_PATH)
+assert_dir(JS_GUIX_PATH + '/cytoscape-panzoom')
+
+CSS_PATH = JS_GUIX_PATH # The CSS is bundled together with the JS
+# assert_dir(JS_PATH)
+
+JS_TWITTER_POST_FETCHER_PATH = get_setting(
+ "JS_TWITTER_POST_FETCHER_PATH", js_path("javascript-twitter-post-fetcher"))
+assert_dir(JS_TWITTER_POST_FETCHER_PATH)
+assert_file(JS_TWITTER_POST_FETCHER_PATH + "/js/twitterFetcher_min.js")
+
+JS_CYTOSCAPE_PATH = get_setting("JS_CYTOSCAPE_PATH", js_path("cytoscape"))
+assert_dir(JS_CYTOSCAPE_PATH)
+assert_file(JS_CYTOSCAPE_PATH + '/cytoscape.min.js')
+
+# assert_file(PHEWAS_FILES+"/auwerx/PheWAS_pval_EMMA_norm.RData")
+
+AUTH_SERVER_URL = get_setting("AUTH_SERVER_URL")
+OAUTH2_CLIENT_ID = get_setting('OAUTH2_CLIENT_ID')
+OAUTH2_CLIENT_SECRET = get_setting('OAUTH2_CLIENT_SECRET')
diff --git a/gn2/utility/type_checking.py b/gn2/utility/type_checking.py
new file mode 100644
index 00000000..5e98f4ae
--- /dev/null
+++ b/gn2/utility/type_checking.py
@@ -0,0 +1,47 @@
+# Type checking functions
+
+def is_float(value):
+ try:
+ float(value)
+ return True
+ except:
+ return False
+
+
+def is_int(value):
+ try:
+ int(value)
+ return True
+ except:
+ return False
+
+
+def is_str(value):
+ if value is None:
+ return False
+ try:
+ str(value)
+ return True
+ except:
+ return False
+
+
+def get_float(vars_obj, name, default=None):
+ if name in vars_obj:
+ if is_float(vars_obj[name]):
+ return float(vars_obj[name])
+ return default
+
+
+def get_int(vars_obj, name, default=None):
+ if name in vars_obj:
+ if is_int(vars_obj[name]):
+ return float(vars_obj[name])
+ return default
+
+
+def get_string(vars_obj, name, default=None):
+ if name in vars_obj:
+ if not vars_obj[name] is None and not vars_obj[name] == "":
+ return str(vars_obj[name])
+ return default
diff --git a/gn2/utility/webqtlUtil.py b/gn2/utility/webqtlUtil.py
new file mode 100644
index 00000000..74a6ce4b
--- /dev/null
+++ b/gn2/utility/webqtlUtil.py
@@ -0,0 +1,118 @@
+# Copyright (C) University of Tennessee Health Science Center, Memphis, TN.
+#
+# This program is free software: you can redistribute it and/or modify it
+# under the terms of the GNU Affero General Public License
+# as published by the Free Software Foundation, either version 3 of the
+# License, or (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
+# See the GNU Affero General Public License for more details.
+#
+# This program is available from Source Forge: at GeneNetwork Project
+# (sourceforge.net/projects/genenetwork/).
+#
+# Contact Drs. Robert W. Williams and Xiaodong Zhou (2010)
+# at rwilliams@uthsc.edu and xzhou15@uthsc.edu
+#
+#
+#
+# This module is used by GeneNetwork project (www.genenetwork.org)
+#
+# Created by GeneNetwork Core Team 2010/08/10
+#
+# Last updated by GeneNetwork Core Team 2010/10/20
+
+import string
+import time
+import re
+import math
+from math import *
+
+from gn2.base import webqtlConfig
+
+# NL, 07/27/2010. moved from webqtlForm.py
+# Dict of Parents and F1 information, In the order of [F1, Mat, Pat]
+ParInfo = {
+ 'BXH': ['BHF1', 'HBF1', 'C57BL/6J', 'C3H/HeJ'],
+ 'AKXD': ['AKF1', 'KAF1', 'AKR/J', 'DBA/2J'],
+ 'BXD': ['B6D2F1', 'D2B6F1', 'C57BL/6J', 'DBA/2J'],
+ 'C57BL-6JxC57BL-6NJF2': ['', '', 'C57BL/6J', 'C57BL/6NJ'],
+ 'BXD300': ['B6D2F1', 'D2B6F1', 'C57BL/6J', 'DBA/2J'],
+ 'B6BTBRF2': ['B6BTBRF1', 'BTBRB6F1', 'C57BL/6J', 'BTBRT<+>tf/J'],
+ 'BHHBF2': ['B6HF2', 'HB6F2', 'C57BL/6J', 'C3H/HeJ'],
+ 'BHF2': ['B6HF2', 'HB6F2', 'C57BL/6J', 'C3H/HeJ'],
+ 'B6D2F2': ['B6D2F1', 'D2B6F1', 'C57BL/6J', 'DBA/2J'],
+ 'BDF2-1999': ['B6D2F2', 'D2B6F2', 'C57BL/6J', 'DBA/2J'],
+ 'BDF2-2005': ['B6D2F1', 'D2B6F1', 'C57BL/6J', 'DBA/2J'],
+ 'CTB6F2': ['CTB6F2', 'B6CTF2', 'C57BL/6J', 'Castaneous'],
+ 'CXB': ['CBF1', 'BCF1', 'C57BL/6ByJ', 'BALB/cByJ'],
+ 'AXBXA': ['ABF1', 'BAF1', 'C57BL/6J', 'A/J'],
+ 'AXB': ['ABF1', 'BAF1', 'C57BL/6J', 'A/J'],
+ 'BXA': ['BAF1', 'ABF1', 'C57BL/6J', 'A/J'],
+ 'LXS': ['LSF1', 'SLF1', 'ISS', 'ILS'],
+ 'HXBBXH': ['SHR_BNF1', 'BN_SHRF1', 'BN-Lx/Cub', 'SHR/OlaIpcv'],
+ 'BayXSha': ['BayXShaF1', 'ShaXBayF1', 'Bay-0', 'Shahdara'],
+ 'ColXBur': ['ColXBurF1', 'BurXColF1', 'Col-0', 'Bur-0'],
+ 'ColXCvi': ['ColXCviF1', 'CviXColF1', 'Col-0', 'Cvi'],
+ 'SXM': ['SMF1', 'MSF1', 'Steptoe', 'Morex'],
+ 'HRDP': ['SHR_BNF1', 'BN_SHRF1', 'BN-Lx/Cub', 'SHR/OlaIpcv']
+}
+
+#########################################
+# Accessory Functions
+#########################################
+
+
+def genRandStr(prefix="", length=8, chars=string.ascii_letters + string.digits):
+ from random import choice
+ _str = prefix[:]
+ for i in range(length):
+ _str += choice(chars)
+ return _str
+
+
+def ListNotNull(lst):
+ '''Obsolete - Use built in function any (or all or whatever)
+
+
+ Determine if the elements in a list are all null
+
+ '''
+ for item in lst:
+ if item is not None:
+ return 1
+ return None
+
+
+def readLineCSV(line): # dcrowell July 2008
+ """Parses a CSV string of text and returns a list containing each element as a string.
+ Used by correlationPage"""
+ returnList = line.split('","')
+ returnList[-1] = returnList[-1][:-2]
+ returnList[0] = returnList[0][1:]
+ return returnList
+
+
+def cmpEigenValue(A, B):
+ try:
+ if A[0] > B[0]:
+ return -1
+ elif A[0] == B[0]:
+ return 0
+ else:
+ return 1
+ except:
+ return 0
+
+
+def hasAccessToConfidentialPhenotypeTrait(privilege, userName, authorized_users):
+ access_to_confidential_phenotype_trait = 0
+ if webqtlConfig.USERDICT[privilege] > webqtlConfig.USERDICT['user']:
+ access_to_confidential_phenotype_trait = 1
+ else:
+ AuthorizedUsersList = [x.strip() for x in authorized_users.split(',')]
+ if userName in AuthorizedUsersList:
+ access_to_confidential_phenotype_trait = 1
+ return access_to_confidential_phenotype_trait