1 files changed, 792 insertions, 0 deletions
diff --git a/noao/digiphot/photcal/evaluate/t_invertfit.x b/noao/digiphot/photcal/evaluate/t_invertfit.x
new file mode 100644
index 00000000..532d7f08
--- /dev/null
+++ b/noao/digiphot/photcal/evaluate/t_invertfit.x
@@ -0,0 +1,792 @@
+include	<error.h>
+include <math/nlfit.h>
+include	"../lib/io.h"
+include	"../lib/parser.h"
+include "../lib/preval.h"
+
+# Define the pointer Mem
+define	MEMP	Memi
+
+# T_INVERTFIT - INVERTFIT converts intrumental photometric indices into
+# standard indices by using the configuration file, the coefficients
+# determined by FITPARAMS and inverting the transformations.
+
+procedure t_invertfit ()
+
+pointer	observations		# pointer to the observations file list
+pointer	catalogs		# pointer to the catalogs file list
+pointer	config			# pointer to configuration file name
+pointer paramfile		# pointer to fitted parameters file name
+pointer calibfile		# pointer to the output file name
+int	type			# type of output to be processed
+int	etype			# algorithm for computing the errors
+pointer	print			# pointer to output variables list
+pointer	formatstr		# pointer to the output format string
+pointer	catdir			# pointer to the standard star directory
+
+int	i, j, vcol, ecol, pindex, dummy, stat, getid, matchid
+int	obslist, stdlist, plist, ofd, ifd, sym, symvar, ncols, nstd, nset
+int	ntrneqs, nparams, nstdvars, nustdvars, nobsvars, nvars, nueq, maxnset
+int	len_plist, refcode
+pointer	sp, input, starname, dummyname, stdtable, omap, cmap
+pointer	vars, eqvartable, uservars, usererrs, userset, eqset, tvars
+pointer	dtvars, avtvars, ervars, svars, servars, params, errors, psym, pcols
+pointer	varindex, eqindex	
+real	resid, chisqr, rms, pval
+
+bool	clgetb()
+int	fntopnb(), fntgfnb(), clgwrd(), open(), io_gcoeffs(), io_gobs()
+int	pr_parse(), pr_geti(), pr_gsym(), pr_gsymi(), pr_gvari(), ph_objcheck()
+int	ph_invert(), pr_findmap1(), ph_iereqn(), ph_ierval(), ph_seteqn()
+int	ph_mkplist(), fntlenb(), ph_ofields(), ph_iheader(), ph_setvar()
+pointer	pr_xgetname(), pr_gsymp()
+real	pr_eval()
+errchk	io_gcoeffs()
+
+begin
+	# Allocate space for file names and character strings.
+
+	call smark (sp)
+	call salloc (observations, SZ_LINE, TY_CHAR)
+	call salloc (catalogs, SZ_LINE, TY_CHAR)
+	call salloc (config, SZ_FNAME, TY_CHAR)
+	call salloc (paramfile, SZ_FNAME, TY_CHAR)
+	call salloc (calibfile, SZ_FNAME, TY_CHAR)
+	call salloc (input, SZ_FNAME, TY_CHAR)
+	call salloc (starname, SZ_LINE, TY_CHAR)
+	call salloc (dummyname, SZ_LINE, TY_CHAR)
+	call salloc (print, SZ_LINE, TY_CHAR)
+	call salloc (formatstr, SZ_LINE, TY_CHAR)
+	call salloc (catdir, SZ_FNAME, TY_CHAR)
+
+	# Get the observations list, the catalog list, the configuration
+	# file, the parameters file, and the output file names.
+
+	call clgstr ("observations", Memc[observations], SZ_LINE)
+	call clgstr ("config", Memc[config], SZ_FNAME)
+	call clgstr ("parameters", Memc[paramfile], SZ_FNAME)
+	call clgstr ("calib", Memc[calibfile], SZ_FNAME)
+	call clgstr ("catalogs", Memc[catalogs], SZ_LINE)
+	call clgstr ("catdir", Memc[catdir], SZ_LINE)
+
+	# Get the output type flags.
+
+	etype = clgwrd ("errors", Memc[dummyname], SZ_LINE, ERR_OPTIONS)
+	type = clgwrd ("objects", Memc[dummyname], SZ_LINE, TYPE_STRING)
+	call clgstr ("print", Memc[print], SZ_LINE)
+	call clgstr ("format", Memc[formatstr], SZ_LINE)
+
+	# Open the output file.
+
+	iferr {
+	    if (clgetb ("append"))
+	        ofd = open (Memc[calibfile], APPEND, TEXT_FILE)
+	    else
+	        ofd = open (Memc[calibfile], NEW_FILE, TEXT_FILE)
+	} then {
+	    call erract (EA_WARN)
+	    call sfree (sp)
+	    return
+	}
+
+	# Parse the configuration file.
+
+	if (pr_parse (Memc[config]) == ERR) {
+	    call eprintf ("Error: Cannot parse the configuration file\n")
+	    call close (ofd)
+	    call sfree (sp)
+	    return
+	}
+
+	# Fetch the total number of observed and catalog variables and
+	# the total number of equations in the configuration file.
+
+	nobsvars = pr_geti (NOBSVARS)
+	nstdvars = pr_geti (NCATVARS)
+	nvars = nobsvars + nstdvars
+	ntrneqs = pr_geti (NTRNEQS)
+
+	# Map observations file and catalog file columns.
+
+	call pr_catmap (cmap, dummy)
+	call pr_obsmap (omap, dummy)
+
+	# Check which catalog and observations variables are actually
+	# used in the equations to be inverted and determine whether the
+	# system of equations can actually be inverted. This step is the
+	# first pass through the system of equations. A second pass is
+	# necessary to deal with the set equations. Use this first pass
+	# to fetch the fitted parameters for the equations.
+
+	call salloc (eqvartable, nstdvars * ntrneqs, TY_INT)
+	call aclri (Memi[eqvartable], nstdvars * ntrneqs)
+	call salloc (uservars, nstdvars, TY_INT)
+	call aclri (Memi[uservars], nstdvars)
+	call salloc (usererrs, nobsvars, TY_INT)
+	call aclri (Memi[usererrs], nobsvars)
+	call salloc (params, ntrneqs, TY_POINTER)
+	call salloc (errors, ntrneqs, TY_POINTER)
+
+	do i = 1, ntrneqs {
+
+	    # Get the equation symbol.
+	    sym = pr_gsym (i, PTY_TRNEQ)
+
+	    # Get the reference equation symbol.
+	    refcode = pr_gsymp (sym, PTEQRPNREF)
+
+	    # Quit if there are catalog variables in the function expression
+	    # or if there are set equations containing references to the
+	    # catalog variables in the reference equation.
+
+	    if ((pr_gsymi (sym, PTEQNRCAT) > 0) || (ph_seteqn (refcode) ==
+	        YES)) {
+		call eprintf ("Error: Cannot invert equations with catalog ")
+		call eprintf ("variables in the function expression\n")
+		call pr_unmap (cmap)
+		call pr_unmap (omap)
+	        call close (ofd)
+	        call sfree (sp)
+	        return
+	    }
+
+	    # Determine which catalog and observational variables were
+	    # actually used in the reference equations and which have
+	    # defined error columns.
+
+	    do j = 1, pr_gsymi (sym, PTEQNRCAT) + pr_gsymi(sym, PTEQNROBS) {
+		symvar = pr_gvari (sym, j, PTEQREFVAR)
+		vcol = pr_gsymi (symvar, PINPCOL)
+		ecol = pr_gsymi (symvar, PINPERRCOL)
+		if (pr_gsymi (symvar, PSYMTYPE) == PTY_CATVAR) {
+		    vcol = pr_findmap1 (cmap, vcol)
+		    Memi[eqvartable+(i-1)*nstdvars+vcol-1] = vcol + nobsvars
+		    Memi[uservars+vcol-1] = vcol + nobsvars
+		} else {
+		    vcol = pr_findmap1 (omap, vcol)
+		    if (! IS_INDEFI(ecol))
+		        ecol = pr_findmap1 (omap, ecol)
+		    if (! IS_INDEFI(ecol))
+		        Memi[usererrs+vcol-1] = ecol
+		}
+	    }
+
+	    # Determine which catalog and observational variables were
+	    # actually used in the fit equations and which have
+	    # defined error columns.
+
+	    do j = 1, pr_gsymi (sym, PTEQNFCAT) + pr_gsymi(sym, PTEQNFOBS) {
+		symvar = pr_gvari (sym, j, PTEQFITVAR)
+		vcol = pr_gsymi (symvar, PINPCOL)
+		ecol = pr_gsymi (symvar, PINPERRCOL)
+		if (pr_gsymi (symvar, PSYMTYPE) == PTY_CATVAR) {
+		    vcol = pr_findmap1 (cmap, vcol)
+		    Memi[eqvartable+(i-1)*nstdvars+vcol-1] = vcol + nobsvars
+		    Memi[uservars+vcol-1] = vcol + nobsvars
+		} else {
+		    vcol = pr_findmap1 (omap, vcol)
+		    if (! IS_INDEFI(ecol))
+		        ecol = pr_findmap1 (omap, ecol)
+		    if (! IS_INDEFI(ecol))
+		        Memi[usererrs+vcol-1] = ecol
+		}
+	    }
+
+	    # Get the number of parameters for the equation.
+	    # Allocate space for parameter values and errors, for the
+	    # current equation, and read them from the coefficient file.
+
+	    nparams = pr_gsymi (sym, PTEQNPAR)
+	    call salloc (MEMP[params+i-1], nparams, TY_REAL)
+	    call salloc (MEMP[errors+i-1], nparams, TY_REAL)
+	    iferr {
+	        if (io_gcoeffs (Memc[paramfile], sym, stat, chisqr, rms,
+	            Memr[MEMP[params+i-1]], Memr[MEMP[errors+i-1]], nparams) !=
+		    nparams) {
+		    call eprintf ("Warning: Error reading parameters for ")
+		    call eprintf ("equation %s from %s\n")
+			call pargstr (Memc[pr_xgetname(sym)])
+			call pargstr (Memc[paramfile])
+		    call amovkr (INDEFR, Memr[MEMP[params+i-1]], nparams)
+		    call amovkr (INDEFR, Memr[MEMP[errors+i-1]], nparams)
+		}
+	    } then {
+		call erract (EA_WARN)
+		call close (ofd)
+		call pr_unmap (cmap)
+		call pr_unmap (omap)
+		call pr_free()
+		call sfree (sp)
+		return
+	    }
+
+	    # Issue a warning if any of the equations in the system to be
+	    # inverted did not converge but proceed with the fit.
+
+	    if (stat != DONE) {
+		call eprintf (
+		    "Warning: The solution for equation %s did not converge")
+		    call pargstr (Memc[pr_xgetname(sym)])
+	    }
+
+	}
+
+	# Count the number of catalog variables used in the transformation
+	# equations.
+
+	nustdvars = 0 
+	do i = 1, nstdvars {
+	    if (Memi[uservars+i-1] != 0)
+		nustdvars = nustdvars + 1
+	}
+
+	# If the number of equations is less than the number of referenced
+	# catalog variables it is not possible to invert the transformation
+	# equations.
+
+	if (nustdvars > ntrneqs) {
+	    call eprintf ("Error: The number of equations is less than ")
+	    call eprintf ("the number of unknowns\n")
+	    call close (ofd)
+	    call pr_unmap (cmap)
+	    call pr_unmap (omap)
+	    call pr_free()
+	    call sfree (sp)
+	    return
+	}
+
+	# Loop over the transformation equations a second time searching for
+	# references to the set equations in the fit expressions. If a set
+	# equation reference is found, check to see whether it contains any
+	# reference to a catalog variable which is not referenced elsewhere
+	# in the transformation equations.  Recompute the number of catalog
+	# variables used in the fit equations.
+
+	maxnset = max (1, pr_geti (NSETEQS))
+	call salloc (eqset, maxnset * ntrneqs, TY_INT)
+	call aclri (Memi[eqset], maxnset * ntrneqs)
+	nset = 0
+	if (pr_geti (NSETEQS) > 0) {
+
+	    # Find the number of independent set equations.
+	    call salloc (userset, pr_geti (NSETEQS), TY_INT)
+	    call amovki (NULL, Memi[userset], pr_geti (NSETEQS))
+	    do i = 1, ntrneqs {
+	        sym = pr_gsym (i, PTY_TRNEQ)
+	        nset = nset + ph_setvar (i, sym, cmap, omap, Memi[eqvartable],
+		    Memi[uservars], Memi[usererrs], nstdvars, nobsvars,
+		    Memi[eqset], pr_geti (NSETEQS), Memi[userset], nset)
+	    }
+
+	    # Is the system invertable?
+	    if ((nustdvars + nset) > ntrneqs) {
+	        call eprintf ("Error: The number of equations is less than ")
+	        call eprintf ("the number of unknowns\n")
+	        call close (ofd)
+	        call pr_unmap (cmap)
+	        call pr_unmap (omap)
+	        call pr_free()
+	        call sfree (sp)
+	        return
+	    }
+
+	    # Recompute the number of independent catalog variables.
+	    nustdvars = 0 
+	    do i = 1, nstdvars {
+	        if (Memi[uservars+i-1] != 0)
+		    nustdvars = nustdvars + 1
+	    }
+
+	}
+
+
+	# Decide whether to use id/catalog matching or not. If id matching
+	# is enabled fetch the catalog data.
+
+	if (pr_geti (MINCOL) <= 1) {
+	    getid = NO
+	    matchid = NO
+	    stdtable = NULL
+	} else if (Memc[catalogs] == EOS) {
+	    getid = YES
+	    matchid = NO
+	    stdtable = NULL
+	} else {
+	    getid = YES
+	    matchid = YES
+	    stdtable = NULL
+	}
+
+	# Get the list of optional variables to be printed. These variables
+	# may include any of the catalog or observations variables or the
+	# set equations. Variables which do not match any of these categories
+	# will be ommitted from the list to be printed.
+
+	plist = fntopnb (Memc[print], NO)
+	len_plist = fntlenb (plist)
+	if (len_plist > 0) {
+	    call salloc (psym, len_plist, TY_INT)
+	    call salloc (pcols, len_plist, TY_INT)
+	    len_plist = ph_mkplist (plist, cmap, omap, nobsvars, Memi[psym],
+		Memi[pcols], len_plist)
+
+	}
+	call fntclsb (plist)
+
+	# Print the output header.
+	ncols = ph_iheader (ofd, Memc[observations], Memc[catalogs],
+	    Memc[config], Memc[paramfile], type, getid, Memi[psym],
+	    Memi[pcols], len_plist, Memi[uservars], nstdvars,
+	    Memi[userset], nset, etype, matchid)
+
+	# Set the format string.
+	if (Memc[formatstr] == EOS) {
+	    call ph_oformatstr (getid, ncols, Memc[formatstr], SZ_LINE)
+	} else if (ph_ofields (Memc[formatstr]) != ncols) {
+	    call eprintf ("Warning: The number of format string fields ")
+	    call eprintf ("does not match the number of output columns\n")
+	    call ph_oformatstr (getid, ncols, Memc[formatstr], SZ_LINE)
+	}
+
+	# Read in the catalog data.
+	if (matchid == YES) {
+	    stdlist = fntopnb (Memc[catalogs], NO)
+	    call io_gcatdat (Memc[catdir], stdlist, stdtable, nstd, dummy)
+	    call fntclsb (stdlist)
+	}
+
+	# Compute the initial values for the catalog variables and initial
+	# values for the delta-variable estimates. If a catalog is present
+	# the initial value of each catalog variable is the average value of
+	# that variable in the catalog. The standard deviation of the catalog
+	# variables is used as the initial value for the catalog variable
+	# increments.
+
+	call salloc (avtvars, nstdvars, TY_REAL)
+	call salloc (dtvars, nstdvars, TY_REAL)
+	call ph_avstdvars (stdtable, Memi[uservars], Memr[avtvars],
+	    Memr[dtvars], nstdvars)
+
+	# Allocated space for the catalog variables and the fitted variables
+	# and their errors.
+	call salloc (vars, nvars, TY_REAL)
+	call salloc (tvars, nvars, TY_REAL)
+	if (nset > 0)
+	    call salloc (svars, nset, TY_REAL)
+	call salloc (ervars, nstdvars, TY_REAL)
+	if (nset > 0)
+	    call salloc (servars, nset, TY_REAL)
+	call salloc (varindex, nstdvars, TY_INT)
+	call salloc (eqindex, ntrneqs, TY_INT)
+
+	# Initialize the fit inversion code.
+	call ph_ivinit (nstdvars, nustdvars, ntrneqs)
+
+	# Loop over the observations files.
+	obslist = fntopnb (Memc[observations], NO)
+	while (fntgfnb (obslist, Memc[input], SZ_FNAME) != EOF) {
+
+	    # Open the input file.
+	    iferr (ifd = open (Memc[input], READ_ONLY, TEXT_FILE)) {
+		call erract (EA_WARN)
+		next
+	    }
+
+	    # Get observations and names for program stars. The call
+	    # to io_getline_init() is necessary since it's not called
+	    # inside io_gobs(), and it should be called at least once
+	    # per input file.
+
+	    call io_getline_init()
+	    while (io_gobs (ifd, stdtable, omap, type, Memr[vars], nvars,
+		   getid, Memc[starname], Memc[dummyname], SZ_LINE) != EOF) {
+
+		# Print star name.
+		call fprintf (ofd, Memc[formatstr])
+		if (getid == YES)
+		    call pargstr (Memc[starname])
+		#call eprintf ("name=%s\n")
+		    #call pargstr (Memc[starname])
+
+		# Print the extra variables.
+		do i = 1, len_plist {
+		    pindex = Memi[pcols+i-1]
+		    if (pindex > 0)
+			pval = Memr[vars+pindex-1]
+		    else
+			pval = pr_eval (Memi[psym+i-1], Memr[vars],
+			    Memr[MEMP[params]])
+		    call pargr (pval)
+		}
+
+		# Initialize the fit.
+		call amovr (Memr[vars], Memr[tvars], nobsvars)
+		call amovr (Memr[avtvars],  Memr[tvars+nobsvars], nstdvars)
+
+		# Invert the transformations and compute the errors.
+		if (ph_objcheck (MEMP[params], Memr[tvars], Memi[eqvartable],
+		    nstdvars, ntrneqs, Memi[eqset], maxnset,
+		    Memi[varindex], nustdvars, Memi[eqindex],
+		    nueq) == ERR) {
+		    call amovkr (INDEFR, Memr[tvars+nobsvars], nstdvars)
+		    if (nset > 0)
+			call amovkr (INDEFR, Memr[svars], nset)
+		    call amovkr (INDEFR, Memr[ervars], nstdvars)
+		    if (nset > 0)
+			call amovkr (INDEFR, Memr[servars], nset)
+
+		} else if (ph_invert (MEMP[params], Memr[tvars], nobsvars,
+		    Memr[dtvars], Memi[varindex], nstdvars,
+		    nustdvars, Memi[eqindex], nueq) == ERR) {
+
+		    call amovkr (INDEFR, Memr[tvars+nobsvars], nstdvars)
+		    if (nset > 0)
+			call amovkr (INDEFR, Memr[svars], nset)
+		    call amovkr (INDEFR, Memr[ervars], nstdvars)
+		    if (nset > 0)
+			call amovkr (INDEFR, Memr[servars], nset)
+
+		} else {
+
+		    # Set any unfitted variables to INDEF.
+		    do i = nobsvars + 1, nvars {
+			if (Memi[varindex+i-nobsvars-1] == 0)
+			    Memr[tvars+i-1] = INDEFR
+		    }
+
+		    # Evaluate the set equations.
+		    if (nset > 0) {
+		        do i = 1, nset
+		            Memr[svars+i-1] = pr_eval (Memi[userset+i-1],
+			        Memr[tvars], Memr[MEMP[params+i-1]])
+		    }
+
+		    # Evaluate the errors.
+		    switch (etype) {
+		    case ERR_UNDEFINED:
+			call amovkr (INDEFR, Memr[ervars], nstdvars)
+			if (nset > 0)
+			    call amovkr (INDEFR, Memr[servars], nset)
+		    case ERR_EQUATIONS:
+		        if (ph_iereqn (MEMP[params], Memr[tvars], nobsvars,
+		            Memr[dtvars], Memi[varindex], Memr[ervars],
+			    nstdvars, Memi[userset], Memr[svars],
+			    Memr[servars], nset, nustdvars, Memi[eqindex],
+			    nueq) <= 0) {
+			    call amovkr (INDEFR, Memr[ervars], nstdvars)
+			    if (nset > 0)
+			        call amovkr (INDEFR, Memr[servars], nset)
+			}
+		    case ERR_OBSERRORS:
+		        if (ph_ierval (MEMP[params], Memr[tvars],
+			    Memi[usererrs], nobsvars, Memr[dtvars],
+			    Memi[varindex], Memr[ervars], nstdvars,
+			    Memi[userset], Memr[svars], Memr[servars], nset,
+			    nustdvars, Memi[eqindex], nueq) <= 0) {
+			    call amovkr (INDEFR, Memr[ervars], nstdvars)
+			    if (nset > 0)
+			        call amovkr (INDEFR, Memr[servars], nset)
+			}
+		    default:
+			call amovkr (INDEFR, Memr[ervars], nstdvars)
+		    }
+		}
+
+		# Write out the standard indices, errors and residuals.
+		do i = nobsvars + 1, nvars {
+
+		    # Skip catalog variables not used in the equation.
+		    if (Memi[uservars+i-nobsvars-1] <= 0)
+			next
+
+		    call pargr (Memr[tvars+i-1])
+		    if (etype != ERR_UNDEFINED) {
+			if (IS_INDEFR(Memr[tvars+i-1]))
+			    call pargr (INDEFR)
+			else
+			    call pargr (Memr[ervars+i-nobsvars-1])
+		    }
+
+		    # Compute the residual of the fit.
+		    if (getid == NO || (matchid == YES &&
+		        type != TYPE_PROGRAM)) {
+		        if (IS_INDEFR (Memr[vars+i-1]) ||
+		            IS_INDEFR (Memr[tvars+i-1]))
+			    resid = INDEFR
+		        else
+		            resid = Memr[vars+i-1] - Memr[tvars+i-1]
+		        call pargr (resid)
+		    }
+		}
+
+		# Write out the set equations.
+		do i = 1, nset {
+
+		    # Write out the set equation.
+		    call pargr (Memr[svars+i-1])
+
+		    # Evaluate the error. This is tricky at the moment.
+		    if (etype != ERR_UNDEFINED) {
+			if (IS_INDEFR(Memr[svars+i-1]))
+			    call pargr (INDEFR)
+			else
+			    call pargr (Memr[servars+i-1])
+		    }
+
+		    # Compute the residual of the fit.
+		    if (getid == NO || (matchid == YES &&
+		        type != TYPE_PROGRAM)) {
+		        resid = pr_eval (Memi[userset+i-1], Memr[vars],
+		            Memr[MEMP[params+i-1]])
+		        if (IS_INDEFR (Memr[svars+i-1]) || IS_INDEFR (resid))
+			    resid = INDEFR
+		        else
+		            resid = resid - Memr[svars+i-1]
+		        call pargr (resid)
+		    }
+		}
+	    }
+
+	    # Close the input file.
+	    call close (ifd)
+	}
+
+	# Free memory.
+	call sfree (sp)
+	call ph_ivfree()
+	call pr_free()
+	call pr_unmap (cmap)
+	call pr_unmap (omap)
+
+	# Close all the files.
+	if (stdtable != NULL)
+	    call stclose (stdtable)
+	call close (ofd)
+	call fntclsb (obslist)
+end
+
+
+# PH_IHEADER - Print the output file header.
+
+int procedure ph_iheader (fd, observations, catalogs, config, paramfile, type,
+	getid, psym, pcols, len_plist, catvars, ncatvars, userset, nset,
+	etype, matchid)
+
+int	fd			# output file descriptor
+char	observations[ARB]	# the list of observations files
+char	catalogs[ARB]		# the list of catalog files
+char	config[ARB]		# the configuration file name
+char	paramfile[ARB]		# the fitted parameters file
+int	type			# the type of object to output
+int	getid			# output the object id ?
+int	psym[ARB]		# list of additional symbols to be printed
+int	pcols[ARB]		# column numbers of additional output variables
+int	len_plist		# length of symbol list
+int	catvars[ARB]		# the list of active catalog variables
+int	ncatvars		# number of catalog variables
+int	userset[ARB]		# list of set equations included in fit
+int	nset			# number of set equations
+int	etype			# type of error output
+int	matchid			# is it possible to match ids ?
+
+int	i, olist, slist, ncols
+pointer sp, time, name, sym
+int	fntopnb(), fntgfnb(), pr_gsym()
+long	clktime()
+pointer	pr_xgetname(), pr_gsymp()
+
+begin
+	# Allocate some working space.
+	call smark (sp)
+	call salloc (time, SZ_LINE, TY_CHAR)
+	call salloc (name, SZ_FNAME, TY_CHAR)
+
+	# Add the time stamp.
+	call cnvtime (clktime (0), Memc[time], SZ_LINE)
+	call fprintf (fd, "\n# %s\n")
+	    call pargstr (Memc[time])
+
+	# Add the observation file names.
+	olist = fntopnb (observations, NO)
+	call fprintf (fd, "# List of observations files:\n") 
+	while (fntgfnb (olist, Memc[name], SZ_FNAME) != EOF) {
+	    call fprintf (fd, "#\t\t%s\n")
+		call pargstr (Memc[name])
+	}
+	call fntclsb (olist)
+
+	# Add the catalog file names.
+	if (matchid == YES) {
+	    slist = fntopnb (catalogs, NO)
+	    call fprintf (fd, "# Number of catalog files:\n") 
+	    while (fntgfnb (slist, Memc[name], SZ_FNAME) != EOF) {
+		call fprintf (fd, "#\t\t%s\n")
+		    call pargstr (Memc[name])
+	    }
+	    call fntclsb (slist)
+	}
+
+	# Add the configuration file name.
+	call fprintf (fd, "# Config:\t%s\n")
+	    call pargstr (config)
+
+	# Add the parameters file name.
+	call fprintf (fd, "# Parameters:\t%s\n")
+	    call pargstr (paramfile)
+
+	# Write the output options.
+	call fprintf (fd, "#\n")
+	if (matchid == YES) {
+	    if (type == TYPE_ALL)
+		call fprintf (fd,
+		    "# Computed indices for program and standard objects\n")
+	    else if (type == TYPE_PROGRAM)
+		call fprintf (fd,
+		    "# Computed indices for program objects only\n")
+	    else if (type == TYPE_STANDARDS)
+		call fprintf (fd,
+		    "# Computed indices for standard objects only\n")
+	} else
+	    call fprintf (fd,
+	        "# Computed indices for program and standard objects\n")
+
+	# Print the optional id header
+	call fprintf (fd, "#\n")
+	call fprintf (fd, "# Columns: \n")
+	if (getid == YES) {
+	    call fprintf (fd, "#\t1\tobject id\n")
+	    ncols = 1
+	} else
+	    ncols = 0
+
+	# Print headers for the variables in the print list and set any set
+	# equation offsets to pointers.
+	do i = 1, len_plist {
+	    ncols = ncols + 1
+	    call fprintf (fd, "#\t%d\t%s\n")
+		call pargi (ncols)
+		call pargstr (Memc[pr_xgetname(psym[i])])
+	    if (pcols[i] <= 0)
+		psym[i] = pr_gsymp (psym[i], PSEQRPNEQ)
+	}
+
+	# Print the catalog variables headers.
+	do i = 1, ncatvars {
+	    if (catvars[i] <= 0)
+		next
+	    sym = pr_gsym (i, PTY_CATVAR)
+	    ncols = ncols + 1
+	    call fprintf (fd, "#\t%d\t%s\n")
+		call pargi (ncols)
+	        call pargstr (Memc[pr_xgetname(sym)])
+	    if (etype != ERR_UNDEFINED) {
+		ncols = ncols + 1
+		call fprintf (fd, "#\t%d\terror(%s)\n")
+		    call pargi (ncols)
+	            call pargstr (Memc[pr_xgetname(sym)])
+	    }
+	    if (getid == NO || (matchid == YES && type != TYPE_PROGRAM)) {
+		ncols = ncols + 1
+		call fprintf (fd, "#\t%d\tresid(%s)\n")
+		    call pargi (ncols)
+	            call pargstr (Memc[pr_xgetname(sym)])
+	    }
+	}
+
+	# Print the set equation variables headers.
+	do i = 1, nset {
+	    ncols = ncols + 1
+	    call fprintf (fd, "#\t%d\t%s\n")
+		call pargi (ncols)
+		call pargstr (Memc[pr_xgetname(userset[i])])
+	    if (etype != ERR_UNDEFINED) {
+		ncols = ncols + 1
+		call fprintf (fd, "#\t%d\terror(%s)\n")
+		    call pargi (ncols)
+	            call pargstr (Memc[pr_xgetname(userset[i])])
+	    }
+	    if (getid == NO || (matchid == YES && type != TYPE_PROGRAM)) {
+		ncols = ncols + 1
+		call fprintf (fd, "#\t%d\tresid(%s)\n")
+		    call pargi (ncols)
+	            call pargstr (Memc[pr_xgetname(userset[i])])
+	    }
+	    userset[i] = pr_gsymp (userset[i], PSEQRPNEQ)
+	}
+
+	call fprintf (fd, "\n\n")
+
+	call sfree (sp)
+
+	return (ncols)
+end
+
+
+# PH_AVSTDVARS -- Compute the mean and sigma of the variables in the
+# standard table to use as initial guesses for the math routines.
+# If the standard catalog is undefined or empty the mean values of the
+# variables are set to 0.0 and the sigmas are set to 1.0. If there is only
+# one catalog value the sigma is also set to 1.0.
+
+procedure ph_avstdvars (stable, index, avg, sigma, npts)
+
+pointer	stable			# pointer to the symbol table
+int	index[ARB]		# index of active catalog variables
+real	avg[ARB]		# the output array of averages
+real	sigma[ARB]		# the output array of standard deviations
+int	npts			# number of points
+
+int	i, ndata
+pointer	sym, sp, n
+real	data
+pointer	sthead(), stnext()
+
+begin
+	# Initialize and return if the standard table is undefined.
+	call amovkr (0.0, avg, npts)
+	if (stable == NULL) {
+	    call amovkr (0.1, sigma, npts)
+	    return
+	}
+
+	# Allocate some temporary space and intialize the accumulators.
+	call smark (sp)
+	call salloc (n, npts, TY_INT)
+	call aclri (Memi[n], npts)
+	call aclrr (sigma, npts)
+
+	# Read the symbol table and accumlate the sums.
+	sym = sthead (stable)
+	while (sym != NULL) {
+	    do i = 1, npts {
+		if (index[i] == 0)
+		    next
+		data = Memr[P2R(sym+i-1)]
+		if (IS_INDEFR(data))
+		    next
+		avg[i] = avg[i] + data
+		sigma[i] = sigma[i] + data ** 2
+	        Memi[n+i-1] = Memi[n+i-1] + 1
+	    }
+	    sym = stnext (stable, sym)
+	}
+
+	# Compute the averages.
+	do i = 1, npts {
+	    ndata = Memi[n+i-1]
+	    if (ndata == 0)
+		sigma[i] = 0.1
+	    else if (ndata == 1)
+		sigma[i] = 0.1
+	    else {
+		avg[i] = avg[i] / ndata
+		sigma[i] = (sigma[i] - avg[i] * avg[i] * ndata) / (ndata - 1)
+		if (sigma[i] <= 0.0)
+		    sigma[i] = 0.1
+		else
+		    sigma[i] = min (0.1, sqrt (sigma[i]))
+	    }
+	}
+
+	call sfree (sp)
+end