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plot.py
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executable file
·176 lines (169 loc) · 6.7 KB
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'''
Some plot functions
Copyright (c) 2016 Peng Zhang <zhpn1024@163.com>
'''
import matplotlib
matplotlib.use('pdf')
matplotlib.rcParams['pdf.fonttype'] = 42
matplotlib.rcParams['ps.fonttype'] = 42
matplotlib.rcParams['svg.fonttype'] = 'none'
from matplotlib.pylab import *
def plotTrans(t, ypos = 0, intv = None, r = [0.1, 0.3], color = 'blue',rid = -0.5):
'''plot transcript
'''
plot([t.start,t.stop],[ypos,ypos],color=color)
# arrows
x, y = [], []
if intv is None : intv = len(t) / 20
for i in range(t.start+intv//2, t.stop-intv//3, intv):
x.append(i)
y.append(ypos)
arr = '>'
if t.is_reverse() : arr = "<"
plot(x,y,'w'+arr)
# blocks
x = [[],[]]
y = [[],[]]
orf = t(start = t.thick_start, stop = t.thick_stop)
for e in t.exons:
for es in e - orf : # UTR
x[0].append(es.start)
y[0].append(len(es))
for ei in e.intersect(orf): # CDS
x[1].append(ei.start)
y[1].append(len(ei))
bar(x[0],[r[0]*2]*len(x[0]),width=y[0],bottom=ypos-r[0],edgecolor=color,color=color, align='edge')
bar(x[1],[r[1]*2]*len(x[1]),width=y[1],bottom=ypos-r[1],edgecolor=color,color=color, align='edge')
text((t.start+t.stop)//2, ypos+rid, t.id)
def save(filename):
savefig(filename, transparent=True)
def riboShow(ax, trans, cnts, start = 0, stop = -1, ymax = None, scale = 1, col = ['r','g','b'], title = '', showlegend = False, showframe = True, bottom = 0.8, height = 0.1):
'''plot riboseq profile
'''
if stop < start : stop = trans.cdna_length()
rlen = stop - start
lx = [[], [], []]
ly = [[], [], []]
m = 1
for j in range(rlen):
p = j + start
if cnts[j + start] > 0 :
i = p % 3
lx[i].append(j)
y = cnts[p] * scale
if ymax is not None and ymax > 0 and y > ymax: y = ymax
ly[i].append(y)
if m < y : m = y
ylab = 'Count'
if scale != 1 : ylab = 'Scaled count'
if ymax is None or ymax < 0 : ymax = m
for i in range(3):
ax.bar(lx[i], ly[i], color=col[i], width=1, edgecolor=col[i], log=False, alpha=0.4, label='Frame '+str(i+1), align='edge')
[ax.spines[side].set_visible(False) for side in ('right','top','bottom')]
ax.yaxis.set_ticks_position('left')
ax.xaxis.set_ticks_position('bottom')
ax.set_xlim((0, rlen))
ax.set_ylim((0, ymax))
ax.label_outer() # setp(ax.get_xticklabels(), visible=False)
ax.set_ylabel(ylab)
ax.set_title(title)
if showlegend :
try : ax.legend(loc='best', frameon=False)
except : pass
if not showframe : return
fx = [[],[],[]]
fy = [[],[],[]]
fw = [[],[],[]]
for i in range(3):
last = False
for j in range(i, stop, 3) :
if j < start : continue
top = True
if cnts[j] <= 0 : top = False
if j-1 >= 0 and cnts[j] <= cnts[j-1] : top = False
if j+1 < stop and cnts[j] <= cnts[j+1] : top = False
if top : ##
if last : tw += 3
else : tx, tw = j-start, 1
last = True
else :
if last and tw > 3 :
fx[i].append(tx)
fy[i].append(ymax * height)
fw[i].append(tw)
last = False
if last and tw > 3 :
fx[i].append(tx)
fy[i].append(ymax * 0.1)
fw[i].append(tw)
for i in range(3):
ax.bar(fx[i], fy[i], color=col[i], bottom = ymax * bottom,width=fw[i], alpha=0.2, linewidth = 0, align='edge')
def orfShow(ax, orfs, start = 0, stop = -1, col = ['r','g','b'], cds = [None, None], title = 'Potential ORFs in 3 reading frames', alt = True, morecds = None, morecdsbox = False, morecdslabel = None, markpept = None):
'''plot possible ORFs
'''
if stop < start : stop = trans.cdna_length()
rlen = stop - start
# ORF in 3 frames
lx = [[],[],[]]
ly = [[],[],[]]
orf_s = []
for o in orfs:
if not alt and len(o.starts) == 0 : continue
if 0 <= o.stop <= start or o.start(alt=alt) >= stop : continue
orf_s.append(o)
o1 = o.start(alt=alt) - start
if o1 < 0: o1 = 0
lx[o.frame-1].append(o1) # (o.start(alt=alt) - start)
if o.has_stop():
o2 = min(stop, o.stop) - max(o.start(alt=alt), start)
else:
o2 = stop - max(o.start(), start)
ly[o.frame-1].append(o2)
#if o.has_stop(): ly[o.frame-1].append(o.stop-o.start(alt=alt))
#else : ly[o.frame-1].append(rlen)
for i in range(3):
ax.bar(lx[i], [0.2]*len(lx[i]), color=col[i], bottom=2-i+0.4, width=ly[i], alpha=0.4, linewidth=0, align='edge')
# annotated ORF
if cds[0] is not None and not (cds[0]>stop or cds[1]< start):
i = cds[0] % 3
newcds = [c - start for c in cds]
if newcds[0] < 0: newcds[0] = 0
if cds[1] > stop: newcds[1] = rlen
ax.text(max(newcds[0],0), 2-i+0.8, 'Annotated ORF', color=col[i])
ax.bar(newcds[0], [0.4] ,color=col[i], bottom=2-i+0.3, width=newcds[1]-newcds[0], alpha=0.3, edgecolor=col[i], linewidth=2, align='edge')
if morecds is not None:
for j, mc in enumerate(morecds):
if mc[0]>stop or mc[1]< start: continue
i = mc[0] % 3
newcds = [c - start for c in mc]
if newcds[0] < 0: newcds[0] = 0
if mc[1] > stop: newcds[1] = rlen
#ax.text(newcds[0], 2-i+0.8, 'Annotated ORF', color=col[i])
ax.bar(newcds[0], [0.4] ,color=col[i], bottom=2-i+0.3, width=newcds[1]-newcds[0], alpha=0.3, edgecolor=col[i], linewidth=2, align='edge')
if morecdsbox:
ax.bar(newcds[0], [0.4] ,color='None', bottom=2-i+0.3, width=newcds[1]-newcds[0], alpha=0.8, fill=False, edgecolor=col[i], linewidth=2, align='edge')
if morecdslabel is not None:
ax.text(max(newcds[0],0), 2-i+0.8, morecdslabel[j], color=col[i])
if markpept is not None:
for j, mc in enumerate(markpept):
if mc[0]>stop or mc[1]< start: continue
i = mc[0] % 3
newcds = [c - start for c in mc]
if newcds[0] < 0: newcds[0] = 0
if mc[1] > stop: newcds[1] = rlen
ax.bar(newcds[0], [0.2], color='k', bottom=2-i+0.4, width=newcds[1]-newcds[0], alpha=0.8, linewidth=0, align='edge')
# start & stop codons
lx = [[],[],[]]
ly = [[],[],[]]
lz = [[],[],[]]
for o in orf_s:
lx[o.frame-1] += [s - start for s in o.starts if start<=s<stop]
if alt : ly[o.frame-1] += [s - start for s in o.altstarts if start<=s<stop] # orf.altstarts
if o.has_stop() and start<=o.stop-3<stop: lz[o.frame-1] += [o.stop - 3 - start]
for i in range(3):
ax.bar(ly[i], [0.4]*len(ly[i]), color='yellow', bottom=2-i+0.3, width=3, alpha=0.6, edgecolor='yellow', align='edge')
ax.bar(lx[i], [0.4]*len(lx[i]), color='lime', bottom=2-i+0.3, width=3, alpha=1, edgecolor='lime', align='edge')
ax.bar(lx[i], [0.04]*len(lx[i]), color='w', bottom=2-i+0.48, width=3, edgecolor='w', align='edge')
ax.bar(lz[i], [0.4]*len(lz[i]), color='red', bottom=2-i+0.3, width=3, alpha=1, edgecolor='red', align='edge')
ax.bar(lz[i], [0.04]*len(lz[i]), color='k', bottom=2-i+0.48, width=3, edgecolor='k', align='edge')
ax.set_title(title)