def plot3(curs):
X=N.arange(-24,-15.5,1/3.0,dtype='f')
P.semilogy(X,sdss.schechterBlanton(X),'k-',label='total (Blanton et al. (2001))')
X=N.arange(-23,-15.5,1/3.0,dtype='f')
M,D=getsb(curs,cols='Mr,voldens',where='voldens NOTNULL AND Mr NOTNULL AND agn=0 AND Ha_w > 100')
y=sdss.lumfu(X,M,D)
P.semilogy(X[2:],y[2:],'b-.s',label=r'$\mathrm{W(H\alpha)} > 100 \mathrm{\AA}$')
M,D=getsb(curs,cols='Mr,voldens',where='voldens NOTNULL AND Mr NOTNULL AND agn=0 AND bpara2 >3')
y=sdss.lumfu(X,M,D)
P.semilogy(X,y,'b--*',label=r'$\mathrm{b} > 3$')
M,D=getsb(curs,cols='Mr,voldens',where='voldens NOTNULL AND Mr NOTNULL AND agn=0 AND Massfrac> 0.03')
y=sdss.lumfu(X,M,D)
P.semilogy(X,y,'b^:',label=r'mass fraction $> 3 \%$')
M,D=getpb(curs,cols='Mr,voldens',where='voldens NOTNULL AND Mr NOTNULL')
y=sdss.lumfu(X,M,D)
P.semilogy(X,y,'r-D',label=r'$\mathrm{W(H\delta)} < -6 \mathrm{\AA}$')
M,D=gettable(curs,cols='Mr,voldens',where='voldens NOTNULL AND Mr NOTNULL AND agn=1',table='sb')
y=sdss.lumfu(X,M,D)
y=masked_where(X>=-18,y)
P.semilogy(X,y,'g-o',label='AGN')
P.xlabel(r'$M_r$')
P.ylabel(r'$\Phi\quad [\mathrm{Mpc}^{-3}\, \mathrm{mag}^{-1}]$')
P.rcParams.update({'legend.fontsize':10})
P.legend(loc='upper left')
P.axis([-24.2,-15.5,4E-10,2E-2])
def plot19(curs):
Fig=P.gcf()
ax1=Fig.add_axes((.12,.4,.85,.58))
ax2=Fig.add_axes((.12,.07,.85,.33))
binsize=1/3.0
X=N.arange(-24,-15.5,binsize,dtype='f')
Blanton=sdss.schechterBlanton(X)
ax1.semilogy(X,Blanton,'k-',label='total (Blanton et al. (2001))')
# completeness limit
ax1.plot((-17,-17),(1E-8,1E-3),'k--',lw=3)
ax2.plot((-17,-17),(1E-4,2E-2),'k--',lw=3)
#M,D=getsb(curs,cols='Mr,voldens',where='voldens NOTNULL AND Mr NOTNULL AND agn=0 AND Ha_w > 100')
#y=sdss.lumfu(X,M,D)
#ax1.semilogy(X,y,'b-.s',label=r'$\mathrm{W(H\alpha)} > 100 \mathrm{\AA}$')
#ax2.semilogy(X,y/Blanton,'b-.s',label=r'$\mathrm{W(H\alpha)} > 100 \mathrm{\AA}$')
M,D=getsb(curs,cols='Mr,voldens',where='voldens NOTNULL AND Mr NOTNULL AND agn=0 AND bpara2 >3')
y=sdss.lumfu(X,M,D) / binsize
print X,y
ax1.semilogy(X,y,'b--*',label=r'$\mathrm{b} > 3$')
ax2.semilogy(X,y/Blanton,'b--*',label=r'$\mathrm{b} > 3$')
M,D=getsb(curs,cols='Mr,voldens',where='voldens NOTNULL AND Mr NOTNULL AND agn=0 AND Massfrac> 0.03')
y=sdss.lumfu(X,M,D) /binsize
ax1.semilogy(X,y,'b^:',label=r'mass fraction $> 3 \%$')
ax2.semilogy(X,y/Blanton,'b^:',label=r'mass fraction $> 3 \%$')
M,D=getpb(curs,cols='Mr,voldens',where='voldens NOTNULL AND Mr NOTNULL')
y=sdss.lumfu(X,M,D) / binsize
ax1.semilogy(X,y,'r-D',label=r'$\mathrm{W(H\delta)} < -6 \mathrm{\AA}$')
ax2.semilogy(X,y/Blanton,'r-D',label=r'$\mathrm{W(H\delta)} < -6 \mathrm{\AA}$')
M,D=gettable(curs,cols='Mr,voldens',where='voldens NOTNULL AND Mr NOTNULL AND agn=1',table='sb')
y=sdss.lumfu(X,M,D) /binsize
y=masked_where(X>=-18,y)
ax1.semilogy(X[3:],y[3:],'g-o',label='AGN')
ax2.semilogy(X[3:],(y/Blanton)[3:],'g-o',label='AGN')
ax1.set_xticklabels([])
ax1.set_ylabel(r'$\Phi\quad [\mathrm{Mpc}^{-3}\, \mathrm{mag}^{-1}]$')
P.rcParams.update({'legend.fontsize':10})
ax1.legend(loc='upper left')
ax1.axis([-24.2,-15.5,4E-10,2E-2])
ax2.set_xlabel(r'$M_r$')
ax2.set_ylabel(r'$\mathrm{Fraction}$')
ax2.axis([-24.2,-15.5,4E-5,4E-2])