Beispiel #1
0
int main(int argc, char *argv[])
{
   FILE *bytemaskfile;
   float **dataavg = NULL, **datastd = NULL, **datapow = NULL;
   float *chandata = NULL, powavg, powstd, powmax;
   float inttime, norm, fracterror = RFI_FRACTERROR;
   float *rawdata = NULL;
   unsigned char **bytemask = NULL;
   short *srawdata = NULL;
   char *outfilenm, *statsfilenm, *maskfilenm;
   char *bytemaskfilenm, *rfifilenm;
   int numchan = 0, numint = 0, newper = 0, oldper = 0, good_padvals = 0;
   int blocksperint, ptsperint = 0, ptsperblock = 0, padding = 0;
   int numcands, candnum, numrfi = 0, numrfivect = NUM_RFI_VECT;
   int ii, jj, kk, slen, numread = 0, insubs = 0;
   int harmsum = RFI_NUMHARMSUM, lobin = RFI_LOBIN, numbetween = RFI_NUMBETWEEN;
   double davg, dvar, freq;
   struct spectra_info s;
   presto_interptype interptype;
   rfi *rfivect = NULL;
   mask oldmask, newmask;
   fftcand *cands;
   infodata idata;
   Cmdline *cmd;

   /* Call usage() if we have no command line arguments */

   if (argc == 1) {
      Program = argv[0];
      printf("\n");
      usage();
      exit(0);
   }

   /* Parse the command line using the excellent program Clig */

   cmd = parseCmdline(argc, argv);
   spectra_info_set_defaults(&s);
   s.filenames = cmd->argv;
   s.num_files = cmd->argc;
   s.clip_sigma = cmd->clip;
   // -1 causes the data to determine if we use weights, scales, & 
   // offsets for PSRFITS or flip the band for any data type where
   // we can figure that out with the data
   s.apply_flipband = (cmd->invertP) ? 1 : -1;
   s.apply_weight = (cmd->noweightsP) ? 0 : -1;
   s.apply_scale  = (cmd->noscalesP) ? 0 : -1;
   s.apply_offset = (cmd->nooffsetsP) ? 0 : -1;
   s.remove_zerodm = (cmd->zerodmP) ? 1 : 0;
   if (cmd->noclipP) {
       cmd->clip = 0.0;
       s.clip_sigma = 0.0;
   }
   if (cmd->ifsP) {
       // 0 = default or summed, 1-4 are possible also
       s.use_poln = cmd->ifs;
   }
   slen = strlen(cmd->outfile) + 20;

#ifdef DEBUG
   showOptionValues();
#endif

   printf("\n\n");
   printf("               Pulsar Data RFI Finder\n");
   printf("                 by Scott M. Ransom\n\n");

   /* The following is the root of all the output files */

   outfilenm = (char *) calloc(slen, sizeof(char));
   sprintf(outfilenm, "%s_rfifind", cmd->outfile);

   /* And here are the output file names */

   maskfilenm = (char *) calloc(slen, sizeof(char));
   sprintf(maskfilenm, "%s.mask", outfilenm);
   bytemaskfilenm = (char *) calloc(slen, sizeof(char));
   sprintf(bytemaskfilenm, "%s.bytemask", outfilenm);
   rfifilenm = (char *) calloc(slen, sizeof(char));
   sprintf(rfifilenm, "%s.rfi", outfilenm);
   statsfilenm = (char *) calloc(slen, sizeof(char));
   sprintf(statsfilenm, "%s.stats", outfilenm);
   sprintf(idata.name, "%s", outfilenm);

   if (RAWDATA) {
       if (cmd->filterbankP) s.datatype = SIGPROCFB;
       else if (cmd->psrfitsP) s.datatype = PSRFITS;
       else if (cmd->pkmbP) s.datatype = SCAMP;
       else if (cmd->bcpmP) s.datatype = BPP;
       else if (cmd->wappP) s.datatype = WAPP;
       else if (cmd->spigotP) s.datatype = SPIGOT;
   } else {  // Attempt to auto-identify the data
       identify_psrdatatype(&s, 1);
       if (s.datatype==SIGPROCFB) cmd->filterbankP = 1;
       else if (s.datatype==PSRFITS) cmd->psrfitsP = 1;
       else if (s.datatype==SCAMP) cmd->pkmbP = 1;
       else if (s.datatype==BPP) cmd->bcpmP = 1;
       else if (s.datatype==WAPP) cmd->wappP = 1;
       else if (s.datatype==SPIGOT) cmd->spigotP = 1;
       else if (s.datatype==SUBBAND) insubs = 1;
       else {
           printf("Error:  Unable to identify input data files.  Please specify type.\n\n");
           exit(1);
       }
   }

   if (!cmd->nocomputeP) {

       if (RAWDATA || insubs) {
           char description[40];
           psrdatatype_description(description, s.datatype);
           if (s.num_files > 1)
               printf("Reading %s data from %d files:\n", description, s.num_files);
           else
               printf("Reading %s data from 1 file:\n", description);
           if (insubs) s.files = (FILE **)malloc(sizeof(FILE *) * s.num_files);
           for (ii = 0; ii < s.num_files; ii++) {
               printf("  '%s'\n", cmd->argv[ii]);
               if (insubs) s.files[ii] = chkfopen(cmd->argv[ii], "rb");
           }
           printf("\n");
       }           

       if (RAWDATA) {
           read_rawdata_files(&s);
           print_spectra_info_summary(&s);
           spectra_info_to_inf(&s, &idata);
           ptsperblock = s.spectra_per_subint;
           numchan = s.num_channels;
           idata.dm = 0.0;
       }
       
       if (insubs) {
           /* Set-up values if we are using subbands */
           char *tmpname, *root, *suffix;
           if (split_root_suffix(s.filenames[0], &root, &suffix) == 0) {
               printf("Error:  The input filename (%s) must have a suffix!\n\n", s.filenames[0]);
               exit(1);
           }
           if (strncmp(suffix, "sub", 3) == 0) {
               tmpname = calloc(strlen(root) + 6, 1);
               sprintf(tmpname, "%s.sub", root);
               readinf(&idata, tmpname);
               free(tmpname);
           } else {
               printf("\nThe input files (%s) must be subbands!  (i.e. *.sub##)\n\n",
                      s.filenames[0]);
               exit(1);
           }
           free(root);
           free(suffix);
           ptsperblock = 1;
           /* Compensate for the fact that we have subbands and not channels */
           idata.freq = idata.freq - 0.5 * idata.chan_wid +
               0.5 * idata.chan_wid * (idata.num_chan / s.num_files);
           idata.chan_wid = idata.num_chan / s.num_files * idata.chan_wid;
           idata.num_chan = numchan = s.num_files;
           idata.dm = 0.0;
           sprintf(idata.name, "%s", outfilenm);
           writeinf(&idata);
           s.padvals = gen_fvect(s.num_files);
           for (ii = 0 ; ii < s.num_files ; ii++)
               s.padvals[ii] = 0.0;
       }

       /* Read an input mask if wanted */
       if (cmd->maskfileP) {
           read_mask(cmd->maskfile, &oldmask);
           printf("Read old mask information from '%s'\n\n", cmd->maskfile);
           good_padvals = determine_padvals(cmd->maskfile, &oldmask, s.padvals);
       } else {
           oldmask.numchan = oldmask.numint = 0;
       }

      /* The number of data points and blocks to work with at a time */

      if (cmd->blocksP) {
         blocksperint = cmd->blocks;
         cmd->time = blocksperint * ptsperblock * idata.dt;
      } else {
         blocksperint = (int) (cmd->time / (ptsperblock * idata.dt) + 0.5);
      }
      ptsperint = blocksperint * ptsperblock;
      numint = (long long) idata.N / ptsperint;
      if ((long long) idata.N % ptsperint)
         numint++;
      inttime = ptsperint * idata.dt;
      printf("Analyzing data sections of length %d points (%.6g sec).\n",
             ptsperint, inttime);
      {
         int *factors, numfactors;

         factors = get_prime_factors(ptsperint, &numfactors);
         printf("  Prime factors are:  ");
         for (ii = 0; ii < numfactors; ii++)
            printf("%d ", factors[ii]);
         printf("\n");
         if (factors[numfactors - 1] > 13) {
            printf("  WARNING:  The largest prime factor is pretty big!  This will\n"
                   "            cause the FFTs to take a long time to compute.  I\n"
                   "            recommend choosing a different -time value.\n");
         }
         printf("\n");
         free(factors);
      }

      /* Allocate our workarrays */

      if (RAWDATA)
          rawdata = gen_fvect(idata.num_chan * ptsperblock * blocksperint);
      else if (insubs)
          srawdata = gen_svect(idata.num_chan * ptsperblock * blocksperint);
      dataavg = gen_fmatrix(numint, numchan);
      datastd = gen_fmatrix(numint, numchan);
      datapow = gen_fmatrix(numint, numchan);
      chandata = gen_fvect(ptsperint);
      bytemask = gen_bmatrix(numint, numchan);
      for (ii = 0; ii < numint; ii++)
         for (jj = 0; jj < numchan; jj++)
            bytemask[ii][jj] = GOODDATA;
      rfivect = rfi_vector(rfivect, numchan, numint, 0, numrfivect);
      if (numbetween == 2)
         interptype = INTERBIN;
      else
         interptype = INTERPOLATE;

      /* Main loop */

      printf("Writing mask data  to '%s'.\n", maskfilenm);
      printf("Writing  RFI data  to '%s'.\n", rfifilenm);
      printf("Writing statistics to '%s'.\n\n", statsfilenm);
      printf("Massaging the data ...\n\n");
      printf("Amount Complete = %3d%%", oldper);
      fflush(stdout);

      for (ii = 0; ii < numint; ii++) { /* Loop over the intervals */
         newper = (int) ((float) ii / numint * 100.0 + 0.5);
         if (newper > oldper) {
            printf("\rAmount Complete = %3d%%", newper);
            fflush(stdout);
            oldper = newper;
         }

         /* Read a chunk of data */

         if (RAWDATA)
             numread = read_rawblocks(rawdata, blocksperint, &s, &padding);
         else if (insubs)
             numread = read_subband_rawblocks(s.files, s.num_files,
                                              srawdata, blocksperint, &padding);

         if (padding)
            for (jj = 0; jj < numchan; jj++)
               bytemask[ii][jj] |= PADDING;

         for (jj = 0; jj < numchan; jj++) {     /* Loop over the channels */

             if (RAWDATA)
                 get_channel(chandata, jj, blocksperint, rawdata, &s);
             else if (insubs)
                 get_subband(jj, chandata, srawdata, blocksperint);

            /* Calculate the averages and standard deviations */
            /* for each point in time.                        */

            if (padding) {
                dataavg[ii][jj] = 0.0;
                datastd[ii][jj] = 0.0;
                datapow[ii][jj] = 1.0;
            } else {
               avg_var(chandata, ptsperint, &davg, &dvar);
               dataavg[ii][jj] = davg;
               datastd[ii][jj] = sqrt(dvar);
               realfft(chandata, ptsperint, -1);
               numcands = 0;
               norm = datastd[ii][jj] * datastd[ii][jj] * ptsperint;
               if (norm == 0.0)
                  norm = (chandata[0] == 0.0) ? 1.0 : chandata[0];
               cands = search_fft((fcomplex *) chandata, ptsperint / 2,
                                  lobin, ptsperint / 2, harmsum,
                                  numbetween, interptype, norm, cmd->freqsigma,
                                  &numcands, &powavg, &powstd, &powmax);
               datapow[ii][jj] = powmax;

               /* Record the birdies */

               if (numcands) {
                  for (kk = 0; kk < numcands; kk++) {
                     freq = cands[kk].r / inttime;
                     candnum = find_rfi(rfivect, numrfi, freq, RFI_FRACTERROR);
                     if (candnum >= 0) {
                        update_rfi(rfivect + candnum, freq, cands[kk].sig, jj, ii);
                     } else {
                        update_rfi(rfivect + numrfi, freq, cands[kk].sig, jj, ii);
                        numrfi++;
                        if (numrfi == numrfivect) {
                           numrfivect *= 2;
                           rfivect = rfi_vector(rfivect, numchan, numint,
                                                numrfivect / 2, numrfivect);
                        }
                     }
                  }
                  free(cands);
               }
            }
         }
      }
      printf("\rAmount Complete = 100%%\n");

      /* Write the data to the output files */

      write_rfifile(rfifilenm, rfivect, numrfi, numchan, numint,
                    ptsperint, lobin, numbetween, harmsum,
                    fracterror, cmd->freqsigma);
      write_statsfile(statsfilenm, datapow[0], dataavg[0], datastd[0],
                      numchan, numint, ptsperint, lobin, numbetween);

   } else {                     /* If "-nocompute" */
      float freqsigma;

      /* Read the data from the output files */

      printf("Reading  RFI data  from '%s'.\n", rfifilenm);
      printf("Reading statistics from '%s'.\n", statsfilenm);
      readinf(&idata, outfilenm);
      read_rfifile(rfifilenm, &rfivect, &numrfi, &numchan, &numint,
                   &ptsperint, &lobin, &numbetween, &harmsum,
                   &fracterror, &freqsigma);
      numrfivect = numrfi;
      read_statsfile(statsfilenm, &datapow, &dataavg, &datastd,
                     &numchan, &numint, &ptsperint, &lobin, &numbetween);
      bytemask = gen_bmatrix(numint, numchan);
      printf("Reading  bytemask  from '%s'.\n\n", bytemaskfilenm);
      bytemaskfile = chkfopen(bytemaskfilenm, "rb");
      chkfread(bytemask[0], numint * numchan, 1, bytemaskfile);
      fclose(bytemaskfile);
      for (ii = 0; ii < numint; ii++)
         for (jj = 0; jj < numchan; jj++)
            bytemask[ii][jj] &= PADDING;        /* Clear all but the PADDING bits */
      inttime = ptsperint * idata.dt;
   }

   /* Make the plots and set the mask */

   {
      int *zapints, *zapchan;
      int numzapints = 0, numzapchan = 0;

      if (cmd->zapintsstrP) {
         zapints = ranges_to_ivect(cmd->zapintsstr, 0, numint - 1, &numzapints);
         zapints = (int *) realloc(zapints, (size_t) (sizeof(int) * numint));
      } else {
         zapints = gen_ivect(numint);
      }
      if (cmd->zapchanstrP) {
         zapchan = ranges_to_ivect(cmd->zapchanstr, 0, numchan - 1, &numzapchan);
         zapchan = (int *) realloc(zapchan, (size_t) (sizeof(int) * numchan));
      } else {
         zapchan = gen_ivect(numchan);
      }
      rfifind_plot(numchan, numint, ptsperint, cmd->timesigma, cmd->freqsigma,
                   cmd->inttrigfrac, cmd->chantrigfrac,
                   dataavg, datastd, datapow, zapchan, numzapchan,
                   zapints, numzapints, &idata, bytemask,
                   &oldmask, &newmask, rfivect, numrfi,
                   cmd->rfixwinP, cmd->rfipsP, cmd->xwinP);

      vect_free(zapints);
      vect_free(zapchan);
   }

   /* Write the new mask and bytemask to the file */

   write_mask(maskfilenm, &newmask);
   bytemaskfile = chkfopen(bytemaskfilenm, "wb");
   chkfwrite(bytemask[0], numint * numchan, 1, bytemaskfile);
   fclose(bytemaskfile);

   /* Determine the percent of good and bad data */

   {
      int numpad = 0, numbad = 0, numgood = 0;

      for (ii = 0; ii < numint; ii++) {
         for (jj = 0; jj < numchan; jj++) {
            if (bytemask[ii][jj] == GOODDATA) {
               numgood++;
            } else {
               if (bytemask[ii][jj] & PADDING)
                  numpad++;
               else
                  numbad++;
            }
         }
      }
      printf("\nTotal number of intervals in the data:  %d\n\n", numint * numchan);
      printf("  Number of padded intervals:  %7d  (%6.3f%%)\n",
             numpad, (float) numpad / (float) (numint * numchan) * 100.0);
      printf("  Number of  good  intervals:  %7d  (%6.3f%%)\n",
             numgood, (float) numgood / (float) (numint * numchan) * 100.0);
      printf("  Number of  bad   intervals:  %7d  (%6.3f%%)\n\n",
             numbad, (float) numbad / (float) (numint * numchan) * 100.0);
      qsort(rfivect, numrfi, sizeof(rfi), compare_rfi_sigma);
      printf("  Ten most significant birdies:\n");
      printf("#  Sigma     Period(ms)      Freq(Hz)       Number \n");
      printf("----------------------------------------------------\n");
      for (ii = 0; ii < 10; ii++) {
         double pperr;
         char temp1[40], temp2[40];

         if (rfivect[ii].freq_var == 0.0) {
            pperr = 0.0;
            sprintf(temp1, " %-14g", rfivect[ii].freq_avg);
            sprintf(temp2, " %-14g", 1000.0 / rfivect[ii].freq_avg);
         } else {
            pperr = 1000.0 * sqrt(rfivect[ii].freq_var) /
                (rfivect[ii].freq_avg * rfivect[ii].freq_avg);
            nice_output_2(temp1, rfivect[ii].freq_avg, sqrt(rfivect[ii].freq_var),
                          -15);
            nice_output_2(temp2, 1000.0 / rfivect[ii].freq_avg, pperr, -15);
         }
         printf("%-2d %-8.2f %13s %13s %-8d\n", ii + 1, rfivect[ii].sigma_avg,
                temp2, temp1, rfivect[ii].numobs);
      }
      qsort(rfivect, numrfi, sizeof(rfi), compare_rfi_numobs);
      printf("\n  Ten most numerous birdies:\n");
      printf("#  Number    Period(ms)      Freq(Hz)       Sigma \n");
      printf("----------------------------------------------------\n");
      for (ii = 0; ii < 10; ii++) {
         double pperr;
         char temp1[40], temp2[40];

         if (rfivect[ii].freq_var == 0.0) {
            pperr = 0.0;
            sprintf(temp1, " %-14g", rfivect[ii].freq_avg);
            sprintf(temp2, " %-14g", 1000.0 / rfivect[ii].freq_avg);
         } else {
            pperr = 1000.0 * sqrt(rfivect[ii].freq_var) /
                (rfivect[ii].freq_avg * rfivect[ii].freq_avg);
            nice_output_2(temp1, rfivect[ii].freq_avg, sqrt(rfivect[ii].freq_var),
                          -15);
            nice_output_2(temp2, 1000.0 / rfivect[ii].freq_avg, pperr, -15);
         }
         printf("%-2d %-8d %13s %13s %-8.2f\n", ii + 1, rfivect[ii].numobs,
                temp2, temp1, rfivect[ii].sigma_avg);
      }
      printf("\nDone.\n\n");
   }

   /* Close the files and cleanup */

   free_rfi_vector(rfivect, numrfivect);
   free_mask(newmask);
   if (cmd->maskfileP)
      free_mask(oldmask);
   free(outfilenm);
   free(statsfilenm);
   free(bytemaskfilenm);
   free(maskfilenm);
   free(rfifilenm);
   vect_free(dataavg[0]);
   vect_free(dataavg);
   vect_free(datastd[0]);
   vect_free(datastd);
   vect_free(datapow[0]);
   vect_free(datapow);
   vect_free(bytemask[0]);
   vect_free(bytemask);
   if (!cmd->nocomputeP) {
       //  Close all the raw files and free their vectors
       close_rawfiles(&s);
       vect_free(chandata);
       if (insubs)
           vect_free(srawdata);
       else
           vect_free(rawdata);
   }
   return (0);
}
Beispiel #2
0
int main(int argc, char *argv[])
/* dftfold:  Does complex plane vector addition of a DFT freq */
/* Written by Scott Ransom on 31 Aug 00 based on Ransom and   */
/* Eikenberry paper I (to be completed sometime...).          */
{
   FILE *infile;
   char infilenm[200], outfilenm[200];
   int dataperread;
   unsigned long N;
   double T, rr = 0.0, norm = 1.0;
   dftvector dftvec;
   infodata idata;
   Cmdline *cmd;

   /* Call usage() if we have no command line arguments */

   if (argc == 1) {
      Program = argv[0];
      usage();
      exit(1);
   }

   /* Parse the command line using the excellent program Clig */

   cmd = parseCmdline(argc, argv);

#ifdef DEBUG
   showOptionValues();
#endif

   printf("\n\n");
   printf("        DFT Vector Folding Routine\n");
   printf("            by Scott M. Ransom\n");
   printf("              31 August, 2000\n\n");

   /* Open the datafile and read the info file */

   sprintf(infilenm, "%s.dat", cmd->argv[0]);
   infile = chkfopen(infilenm, "rb");
   readinf(&idata, cmd->argv[0]);

   /* The number of points in datafile */

   N = chkfilelen(infile, sizeof(float));
   dataperread = N / cmd->numvect;
/*   N = cmd->numvect * dataperread; */
   T = N * idata.dt;

   /* Calculate the Fourier frequency */

   if (!cmd->rrP) {
      if (cmd->ffP)
         rr = cmd->ff;
      else if (cmd->ppP)
         rr = T / cmd->pp;
      else {
         printf("\n  You must specify a frequency to fold!  Exiting.\n\n");
      }
   } else
      rr = cmd->rr;

   /* Calculate the amplitude normalization if required */

   if (cmd->normP)
      norm = 1.0 / sqrt(cmd->norm);
   else if (cmd->fftnormP) {
      FILE *fftfile;
      int kern_half_width, fftdatalen, startbin;
      double rrfrac, rrint;
      char fftfilenm[200];
      fcomplex *fftdata;

      sprintf(fftfilenm, "%s.fft", cmd->argv[0]);
      fftfile = chkfopen(fftfilenm, "rb");
      kern_half_width = r_resp_halfwidth(HIGHACC);
      fftdatalen = 2 * kern_half_width + 10;
      rrfrac = modf(rr, &rrint);
      startbin = (int) rrint - fftdatalen / 2;
      fftdata = read_fcomplex_file(fftfile, startbin, fftdatalen);
      norm = 1.0 / sqrt(get_localpower3d(fftdata, fftdatalen,
                                         rrfrac + fftdatalen / 2, 0.0, 0.0));
      vect_free(fftdata);
      fclose(fftfile);
   }

   /* Initialize the dftvector */

   init_dftvector(&dftvec, dataperread, cmd->numvect, idata.dt, rr, norm, T);

   /* Show our folding values */

   printf("\nFolding data from '%s':\n", infilenm);
   printf("   Folding Fourier Freq = %.5f\n", rr);
   printf("      Folding Freq (Hz) = %-.11f\n", rr / T);
   printf("     Folding Period (s) = %-.14f\n", T / rr);
   printf("  Points per sub-vector = %d\n", dftvec.n);
   printf("  Number of sub-vectors = %d\n", dftvec.numvect);
   printf(" Normalization constant = %g\n", norm * norm);

   /* Perform the actual vector addition */

   {
      int ii, jj;
      float *data;
      double real, imag, sumreal = 0.0, sumimag = 0.0;
      double theta, aa, bb, cc, ss, dtmp;
      double powargr, powargi, phsargr, phsargi, phstmp;

      data = gen_fvect(dftvec.n);
      theta = -TWOPI * rr / (double) N;
      dtmp = sin(0.5 * theta);
      aa = -2.0 * dtmp * dtmp;
      bb = sin(theta);
      cc = 1.0;
      ss = 0.0;
      for (ii = 0; ii < dftvec.numvect; ii++) {
         chkfread(data, sizeof(float), dftvec.n, infile);
         real = 0.0;
         imag = 0.0;
         for (jj = 0; jj < dftvec.n; jj++) {
            real += data[jj] * cc;
            imag += data[jj] * ss;
            cc = aa * (dtmp = cc) - bb * ss + cc;
            ss = aa * ss + bb * dtmp + ss;
         }
         dftvec.vector[ii].r = norm * real;
         dftvec.vector[ii].i = norm * imag;
         sumreal += dftvec.vector[ii].r;
         sumimag += dftvec.vector[ii].i;
      }
      vect_free(data);
      printf("\nDone:\n");
      printf("             Vector sum = %.3f + %.3fi\n", sumreal, sumimag);
      printf("      Total phase (deg) = %.2f\n", PHASE(sumreal, sumimag));
      printf("            Total power = %.2f\n", POWER(sumreal, sumimag));
      printf("\n");
   }
   fclose(infile);

   /* Write the output structure */

   sprintf(outfilenm, "%s_%.3f.dftvec", cmd->argv[0], rr);
   write_dftvector(&dftvec, outfilenm);

   /* Free our vector and return */

   free_dftvector(&dftvec);
   return (0);
}
Beispiel #3
0
int main(int argc, char *argv[])
{
   FILE *infile, *outfile;
   int ii, jj, bufflen = 10000, numread;
   long long N = 0;
   float *inbuffer = NULL, *outbuffer = NULL;
   short useshorts = 0, *sinbuffer = NULL, *soutbuffer = NULL;
   char *rootfilenm, *outname;
   infodata idata;
   Cmdline *cmd;

   /* Call usage() if we have no command line arguments */

   if (argc == 1) {
      Program = argv[0];
      printf("\n");
      usage();
      exit(1);
   }

   /* Parse the command line using the excellent program Clig */

   cmd = parseCmdline(argc, argv);

#ifdef DEBUG
   showOptionValues();
#endif

   printf("\n\n");
   printf("     Time Series Downsampling Routine\n");
   printf("               Sept, 2002\n\n");

   {
      int hassuffix = 0;
      char *suffix;

      hassuffix = split_root_suffix(cmd->argv[0], &rootfilenm, &suffix);
      if (hassuffix) {
         if (strcmp(suffix, "sdat") == 0)
            useshorts = 1;
         if (strcmp(suffix, "dat") != 0 && strcmp(suffix, "sdat") != 0) {
            printf
                ("\nInput file ('%s') must be a time series ('.dat' or '.sdat')!\n\n",
                 cmd->argv[0]);
            free(suffix);
            exit(0);
         }
         free(suffix);
      } else {
         printf("\nInput file ('%s') must be a time series ('.dat' or '.sdat')!\n\n",
                cmd->argv[0]);
         exit(0);
      }
      if (cmd->outfileP) {
         outname = cmd->outfile;
      } else {
         outname = (char *) calloc(strlen(rootfilenm) + 11, sizeof(char));
         if (useshorts)
            sprintf(outname, "%s_D%d.sdat", rootfilenm, cmd->factor);
         else
            sprintf(outname, "%s_D%d.dat", rootfilenm, cmd->factor);
      }
   }

   /* Read the info file */

   readinf(&idata, rootfilenm);
   if (idata.object) {
      printf("Downsampling %s data from '%s'.\n\n",
             remove_whitespace(idata.object), cmd->argv[0]);
   } else {
      printf("Downsampling data from '%s'.\n\n", cmd->argv[0]);
   }

   /* Open files and create arrays */

   infile = chkfopen(argv[1], "rb");
   outfile = chkfopen(outname, "wb");

   /* Read and downsample */

   if (useshorts) {
      sinbuffer = gen_svect(bufflen * cmd->factor);
      soutbuffer = gen_svect(bufflen);
      while ((numread =
              chkfread(sinbuffer, sizeof(short), bufflen * cmd->factor, infile))) {
         for (ii = 0; ii < numread / cmd->factor; ii++) {
            soutbuffer[ii] = 0;
            for (jj = 0; jj < cmd->factor; jj++)
               soutbuffer[ii] += sinbuffer[cmd->factor * ii + jj];
         }
         chkfwrite(soutbuffer, sizeof(short), numread / cmd->factor, outfile);
         N += numread / cmd->factor;
      }
      vect_free(sinbuffer);
      vect_free(soutbuffer);
   } else {
      inbuffer = gen_fvect(bufflen * cmd->factor);
      outbuffer = gen_fvect(bufflen);
      while ((numread =
              chkfread(inbuffer, sizeof(float), bufflen * cmd->factor, infile))) {
         for (ii = 0; ii < numread / cmd->factor; ii++) {
            outbuffer[ii] = 0;
            for (jj = 0; jj < cmd->factor; jj++)
               outbuffer[ii] += inbuffer[cmd->factor * ii + jj];
         }
         chkfwrite(outbuffer, sizeof(float), numread / cmd->factor, outfile);
         N += numread / cmd->factor;
      }
      vect_free(inbuffer);
      vect_free(outbuffer);
   }
   printf("Done.  Wrote %lld points.\n\n", N);

   /* Write the new info file */

   idata.dt = idata.dt * cmd->factor;
   idata.numonoff = 0;
   idata.N = (double) N;
   strncpy(idata.name, outname, strlen(outname) - 4);
   if (useshorts)
      idata.name[strlen(outname) - 5] = '\0';
   else
      idata.name[strlen(outname) - 4] = '\0';
   writeinf(&idata);

   fclose(infile);
   fclose(outfile);
   free(rootfilenm);
   if (!cmd->outfileP)
      free(outname);
   exit(0);
}
Beispiel #4
0
int main(int argc, char **argv)
{
   int index = -1, need_type = 0;
   int objs_read, objs_to_read, has_suffix;
   long i, j, ct;
   char *cptr, *data, *short_filenm, *extension, key = '\n';
   FILE *infile;
   Cmdline *cmd;
   infodata inf;

   /* Call usage() if we have no command line arguments */

   if (argc == 1) {
      Program = argv[0];
      usage();
      exit(0);
   }

   /* Parse the command line using the excellent program Clig */

   cmd = parseCmdline(argc, argv);

#ifdef DEBUG
   showOptionValues();
#endif

   //fprintf(stdout, "\n\n  PRESTO Binary File Reader\n");
   //fprintf(stdout, "     by Scott M. Ransom\n\n");

   /* Set our index value */

   if (cmd->bytP || cmd->sbytP)
      index = BYTE;
   else if (cmd->fltP || cmd->sfltP)
      index = FLOAT;
   else if (cmd->dblP || cmd->sdblP)
      index = DOUBLE;
   else if (cmd->fcxP || cmd->sfcxP)
      index = FCPLEX;
   else if (cmd->dcxP || cmd->sdcxP)
      index = DCPLEX;
   else if (cmd->shtP || cmd->sshtP)
      index = SHORT;
   else if (cmd->igrP || cmd->sigrP)
      index = INT;
   else if (cmd->lngP || cmd->slngP)
      index = LONG;
   else if (cmd->rzwP || cmd->srzwP)
      index = RZWCAND;
   else if (cmd->binP || cmd->sbinP)
      index = BINCAND;
   else if (cmd->posP || cmd->sposP)
      index = POSITION;
   else if (cmd->pkmbP)
      index = PKMBHDR;
   else if (cmd->bcpmP)
      index = BCPMHDR;
   else if (cmd->wappP)
      index = WAPPHDR;
   else if (cmd->spigotP)
      index = SPIGOTHDR;
   else if (cmd->filterbankP)
      index = SPECTRAINFO;
#ifdef USELOFAR   
   else if (cmd->lofarhdf5P)
      index = SPECTRAINFO;
#endif
   else if (cmd->psrfitsP)
      index = SPECTRAINFO;
   
   /* Try to determine the data type from the file name */

   if (index == -1) {
      has_suffix = split_root_suffix(cmd->argv[0], &short_filenm, &extension);
      if (!has_suffix) {
         need_type = 1;
      } else {
         if (strlen(extension) < 2) {
            need_type = 1;
         } else {
            if (0 == strcmp(extension, "dat")) {
               index = FLOAT;
               fprintf(stdout, "Assuming the data is floating point.\n\n");
            } else if (0 == strcmp(extension, "sdat")) {
               index = SHORT;
               fprintf(stdout, "Assuming the data is short integers.\n\n");
            } else if (0 == strcmp(extension, "fft")) {
               index = FCPLEX;
               fprintf(stdout, "Assuming the data is single precision complex.\n\n");
            } else if ((0 == strcmp(extension, "fits")) ||
                       (0 == strcmp(extension, "sf"))) {
                if (strstr(short_filenm, "spigot_5") != NULL) {
                    cmd->spigotP = 1;
                    index = SPIGOTHDR;
                    fprintf(stdout,
                            "Assuming the data is from the Caltech/NRAO Spigot.\n\n");
                } else if (is_PSRFITS(cmd->argv[0])) {
                    cmd->psrfitsP = 1;
                    index = SPECTRAINFO;
                    fprintf(stdout,
                            "Assuming the data is in PSRFITS format.\n\n");
                }
            } else if (0 == strcmp(extension, "bcpm1") ||
                       0 == strcmp(extension, "bcpm2")) {
               cmd->bcpmP = 1;
               index = BCPMHDR;
               fprintf(stdout, "Assuming the data is from a BCPM machine.\n\n");
            } else if (0 == strcmp(extension, "pkmb")) {
               cmd->pkmbP = 1;
               index = PKMBHDR;
               fprintf(stdout,
                       "Assuming the data is from the Parkes Multibeam machine.\n\n");
            } else if (0 == strcmp(extension, "fil") || 0 == strcmp(extension, "fb")) {
               cmd->filterbankP = 1;
               index = SPECTRAINFO;
               fprintf(stdout,
                       "Assuming the data is a SIGPROC filterbank file.\n\n");
            } else if (0 == strcmp(extension, "h5")) {
               cmd->lofarhdf5P = 1;
               index = SPECTRAINFO;
               fprintf(stdout,
                       "Assuming the data is a LOFAR HDF5 file.\n\n");
            } else if (isdigit(extension[0]) &&
                       isdigit(extension[1]) && isdigit(extension[2])) {
               cmd->wappP = 1;
               index = WAPPHDR;
               fprintf(stdout, "Assuming the data is from a WAPP machine.\n\n");
            } else if (0 == strcmp(extension, "pos")) {
               index = POSITION;
               fprintf(stdout,
                       "Assuming the data contains 'position' structures.\n\n");
            } else if (0 == strcmp(extension, "cand")) {
               /* A binary or RZW search file? */
               if (NULL != (cptr = strstr(cmd->argv[0], "_bin"))) {
                  index = BINCAND;
                  fprintf(stdout,
                          "Assuming the file contains binary candidates.\n\n");
               } else if (NULL != (cptr = strstr(cmd->argv[0], "_rzw"))) {
                  index = RZWCAND;
                  ct = (long) (cptr - cmd->argv[0]);
                  fprintf(stdout, "Assuming the file contains 'RZW' candidates.\n");
                  free(short_filenm);
                  short_filenm = (char *) malloc(ct + 1);
                  short_filenm[ct] = '\0';
                  strncpy(short_filenm, cmd->argv[0], ct);
                  fprintf(stdout, "\nAttempting to read '%s.inf'.  ", short_filenm);
                  readinf(&inf, short_filenm);
                  fprintf(stdout, "Successful.\n");
                  N = (long) (inf.N + DBLCORRECT);
                  dt = inf.dt;
                  if (cmd->nphP)
                     nph = cmd->nph;
                  else
                     nph = 1.0;
                  fprintf(stdout,
                          "\nUsing N = %ld, dt = %g, and DC Power = %f\n\n",
                          N, dt, nph);
               } else if (NULL != (cptr = strstr(cmd->argv[0], "_ACCEL"))) {
                  index = RZWCAND;
                  ct = (long) (cptr - cmd->argv[0]);
                  fprintf(stdout, "Assuming the file contains 'RZW' candidates.\n");
                  free(short_filenm);
                  short_filenm = (char *) malloc(ct + 1);
                  short_filenm[ct] = '\0';
                  strncpy(short_filenm, cmd->argv[0], ct);
                  fprintf(stdout, "\nAttempting to read '%s.inf'.  ", short_filenm);
                  readinf(&inf, short_filenm);
                  fprintf(stdout, "Successful.\n");
                  N = (long) (inf.N + DBLCORRECT);
                  dt = inf.dt;
                  if (cmd->nphP)
                     nph = cmd->nph;
                  else
                     nph = 1.0;
                  fprintf(stdout,
                          "\nUsing N = %ld, dt = %g, and DC Power = %f\n\n",
                          N, dt, nph);
               } else
                  need_type = 1;
            } else
               need_type = 1;
         }
      }

      /* If no file extension or if we don't understand the extension, exit */

      if (need_type) {
         fprintf(stdout, "You must specify a data type for this file.\n\n");
         free(short_filenm);
         exit(-1);
      }
      free(short_filenm);
      if (has_suffix)
         free(extension);
   }

   if (cmd->index[1] == -1 || cmd->index[1] == 0)
      cmd->index[1] = INT_MAX;
   if (cmd->index[1] < cmd->index[0]) {
      fprintf(stdout, "\nThe high index must be >= the low index.");
      fprintf(stdout, "  Exiting.\n\n");
      exit(-1);
   }

   // Use new-style backend reading stuff
   if (cmd->psrfitsP || cmd->filterbankP || cmd->lofarhdf5P) {
       struct spectra_info s;

       // Eventually we should use this...
       // identify_psrdatatype(struct spectra_info *s, int output);
       spectra_info_set_defaults(&s);
       if (cmd->psrfitsP) s.datatype=PSRFITS;
       if (cmd->filterbankP) s.datatype=SIGPROCFB;
       if (cmd->lofarhdf5P) s.datatype=LOFARHDF5;
       s.filenames = cmd->argv;
       s.num_files = cmd->argc;
       s.clip_sigma = 0.0;
       s.apply_flipband = s.apply_weight = s.apply_scale = s.apply_offset = -1;
       s.remove_zerodm = 0;
       read_rawdata_files(&s);
       SPECTRAINFO_print(0, (char *)(&s));
       printf("\n");
       exit(0);
   }

   if (cmd->spigotP) {
      SPIGOT_INFO spigot;

      if (read_SPIGOT_header(cmd->argv[0], &spigot)) {
         print_SPIGOT_header(&spigot);
         printf("\n");
      } else {
         printf("\n  Error reading spigot file!\n\n");
      }
      exit(0);
   }

   if (cmd->wappP) {
       struct HEADERP *hdr = NULL;
       
       infile = chkfopen(cmd->argv[0], "rb");
       hdr = head_parse(infile);
       set_WAPP_HEADER_version(hdr);
       if (hdr) {
           print_WAPP_hdr(hdr);
           printf("\n");
       } else {
           printf("\n  Error reading WAPP file!\n\n");
       }
       exit(0);
   }

   /* Open the file */

   infile = chkfopen(cmd->argv[0], "rb");

   if (cmd->fortranP) {
      chkfileseek(infile, 1, sizeof(long), SEEK_SET);
   }

   /* Skip to the correct first object */

   if (cmd->index[0] > 0) {
      chkfileseek(infile, (long) (cmd->index[0]), type_sizes[index], SEEK_CUR);
   }

   /* Read the file */

   objs_to_read = objs_at_a_time[index];
   data = (char *) malloc(type_sizes[index] * objs_at_a_time[index]);

   i = cmd->index[0];
   do {
      if (objs_to_read > cmd->index[1] - i)
         objs_to_read = cmd->index[1] - i;
      objs_read = chkfread(data, type_sizes[index], objs_to_read, infile);
      for (j = 0; j < objs_read; j++)
         print_funct_ptrs[index] (i + j, data + j * type_sizes[index]);
      /* Just print 1 header for BCPM and WAPP files */
      if (index == BCPMHDR || index == WAPPHDR || index == SPIGOTHDR)
         break;
      i += objs_read;
      if (cmd->pageP) {
         fflush(NULL);
         fprintf(stdout, "\nPress ENTER for next page, or any other key and ");
         fprintf(stdout, "then ENTER to exit.\n\n");
         key = getchar();
      }
   } while (!feof(infile) && i < cmd->index[1] && key == '\n');

   fflush(NULL);
   if (feof(infile)) {
      fprintf(stdout, "\nEnd of file.\n\n");
   }

   free(data);
   fclose(infile);
   exit(0);
}
Beispiel #5
0
int main(int argc, char *argv[])
{
   /* Any variable that begins with 't' means topocentric */
   /* Any variable that begins with 'b' means barycentric */
   FILE **outfiles = NULL;
   float **outdata;
   double dtmp, *dms, avgdm = 0.0, dsdt = 0, maxdm;
   double *dispdt, tlotoa = 0.0, blotoa = 0.0, BW_ddelay = 0.0;
   double max = -9.9E30, min = 9.9E30, var = 0.0, avg = 0.0;
   double *btoa = NULL, *ttoa = NULL, avgvoverc = 0.0;
   char obs[3], ephem[10], rastring[50], decstring[50];
   long totnumtowrite, totwrote = 0, padwrote = 0, datawrote = 0;
   int *idispdt, **offsets;
   int ii, jj, numadded = 0, numremoved = 0, padding = 0, good_inputs = 1;
   int numbarypts = 0, numread = 0, numtowrite = 0;
   int padtowrite = 0, statnum = 0;
   int numdiffbins = 0, *diffbins = NULL, *diffbinptr = NULL, good_padvals = 0;
   double local_lodm;
   char *datafilenm, *outpath, *outfilenm, *hostname;
   struct spectra_info s;
   infodata idata;
   mask obsmask;

   MPI_Init(&argc, &argv);
   MPI_Comm_size(MPI_COMM_WORLD, &numprocs);
   MPI_Comm_rank(MPI_COMM_WORLD, &myid);
#ifdef _OPENMP
   omp_set_num_threads(1); // Explicitly turn off OpenMP
#endif
   set_using_MPI();
   {
      FILE *hostfile;
      char tmpname[100];
      int retval;

      hostfile = chkfopen("/etc/hostname", "r");
      retval = fscanf(hostfile, "%s\n", tmpname);
      if (retval==0) {
          printf("Warning:  error reading /etc/hostname on proc %d\n", myid);
      }
      hostname = (char *) calloc(strlen(tmpname) + 1, 1);
      memcpy(hostname, tmpname, strlen(tmpname));
      fclose(hostfile);
   }

   /* Call usage() if we have no command line arguments */

   if (argc == 1) {
      if (myid == 0) {
         Program = argv[0];
         usage();
      }
      MPI_Finalize();
      exit(1);
   }

   make_maskbase_struct();
   make_spectra_info_struct();

   /* Parse the command line using the excellent program Clig */

   cmd = parseCmdline(argc, argv);
   spectra_info_set_defaults(&s);
   // If we are zeroDMing, make sure that clipping is off.
   if (cmd->zerodmP) cmd->noclipP = 1;
   s.clip_sigma = cmd->clip;
   if (cmd->noclipP) {
       cmd->clip = 0.0;
       s.clip_sigma = 0.0;
   }
   if (cmd->ifsP) {
       // 0 = default or summed, 1-4 are possible also
       s.use_poln = cmd->ifs + 1;
   }
   if (!cmd->numoutP)
      cmd->numout = LONG_MAX;

#ifdef DEBUG
   showOptionValues();
#endif

   if (myid == 0) {             /* Master node only */
      printf("\n\n");
      printf("      Parallel Pulsar Subband De-dispersion Routine\n");
      printf("                 by Scott M. Ransom\n\n");

      s.filenames = cmd->argv;
      s.num_files = cmd->argc;
      s.clip_sigma = cmd->clip;
      // -1 causes the data to determine if we use weights, scales, & 
      // offsets for PSRFITS or flip the band for any data type where
      // we can figure that out with the data
      s.apply_flipband = (cmd->invertP) ? 1 : -1;
      s.apply_weight = (cmd->noweightsP) ? 0 : -1;
      s.apply_scale  = (cmd->noscalesP) ? 0 : -1;
      s.apply_offset = (cmd->nooffsetsP) ? 0 : -1;
      s.remove_zerodm = (cmd->zerodmP) ? 1 : 0;

      if (RAWDATA) {
          if (cmd->filterbankP) s.datatype = SIGPROCFB;
          else if (cmd->psrfitsP) s.datatype = PSRFITS;
          else if (cmd->pkmbP) s.datatype = SCAMP;
          else if (cmd->bcpmP) s.datatype = BPP;
          else if (cmd->wappP) s.datatype = WAPP;
          else if (cmd->spigotP) s.datatype = SPIGOT;
      } else {  // Attempt to auto-identify the data
          identify_psrdatatype(&s, 1);
          if (s.datatype==SIGPROCFB) cmd->filterbankP = 1;
          else if (s.datatype==PSRFITS) cmd->psrfitsP = 1;
          else if (s.datatype==SCAMP) cmd->pkmbP = 1;
          else if (s.datatype==BPP) cmd->bcpmP = 1;
          else if (s.datatype==WAPP) cmd->wappP = 1;
          else if (s.datatype==SPIGOT) cmd->spigotP = 1;
          else if (s.datatype==SUBBAND) insubs = 1;
          else {
              printf("\nError:  Unable to identify input data files.  Please specify type.\n\n");
              good_inputs = 0;
          }
      }
      // So far we can only handle PSRFITS, filterbank, and subbands
      if (s.datatype!=PSRFITS && 
          s.datatype!=SIGPROCFB && 
          s.datatype!=SUBBAND) good_inputs = 0;

      // For subbanded data
      if (!RAWDATA) s.files = (FILE **)malloc(sizeof(FILE *) * s.num_files);

      if (good_inputs && (RAWDATA || insubs)) {
          char description[40];
          psrdatatype_description(description, s.datatype);
          if (s.num_files > 1)
              printf("Reading %s data from %d files:\n", description, s.num_files);
          else
              printf("Reading %s data from 1 file:\n", description);
          for (ii = 0; ii < s.num_files; ii++) {
              printf("  '%s'\n", cmd->argv[ii]);
              if (insubs) s.files[ii] = chkfopen(s.filenames[ii], "rb");
          }
          printf("\n");
          if (RAWDATA) {
              read_rawdata_files(&s);
              print_spectra_info_summary(&s);
              spectra_info_to_inf(&s, &idata);
          } else { // insubs
              char *root, *suffix;
              cmd->nsub = s.num_files;
              s.N = chkfilelen(s.files[0], sizeof(short));
              s.start_subint = gen_ivect(1);
              s.num_subint = gen_ivect(1);
              s.start_MJD = (long double *)malloc(sizeof(long double));
              s.start_spec = (long long *)malloc(sizeof(long long));
              s.num_spec = (long long *)malloc(sizeof(long long));
              s.num_pad = (long long *)malloc(sizeof(long long));
              s.start_spec[0] = 0L;
              s.start_subint[0] = 0;
              s.num_spec[0] = s.N;
              s.num_subint[0] = s.N / SUBSBLOCKLEN;
              s.num_pad[0] = 0L;
              s.padvals = gen_fvect(s.num_files);
              for (ii = 0 ; ii < ii ; ii++)
                  s.padvals[ii] = 0.0;
              if (split_root_suffix(s.filenames[0], &root, &suffix) == 0) {
                  printf("\nError:  The input filename (%s) must have a suffix!\n\n", s.filenames[0]);
                  exit(1);
              }
              if (strncmp(suffix, "sub", 3) == 0) {
                  char *tmpname;
                  tmpname = calloc(strlen(root) + 10, 1);
                  sprintf(tmpname, "%s.sub", root);
                  readinf(&idata, tmpname);
                  free(tmpname);
                  strncpy(s.telescope, idata.telescope, 40);
                  strncpy(s.backend, idata.instrument, 40);
                  strncpy(s.observer, idata.observer, 40);
                  strncpy(s.source, idata.object, 40);
                  s.ra2000 = hms2rad(idata.ra_h, idata.ra_m,
                                     idata.ra_s) * RADTODEG;
                  s.dec2000 = dms2rad(idata.dec_d, idata.dec_m,
                                      idata.dec_s) * RADTODEG;
                  ra_dec_to_string(s.ra_str,
                                   idata.ra_h, idata.ra_m, idata.ra_s);
                  ra_dec_to_string(s.dec_str,
                                   idata.dec_d, idata.dec_m, idata.dec_s);
                  s.num_channels = idata.num_chan;
                  s.start_MJD[0] = idata.mjd_i + idata.mjd_f;
                  s.dt = idata.dt;
                  s.T = s.N * s.dt;
                  s.lo_freq = idata.freq;
                  s.df = idata.chan_wid;
                  s.hi_freq = s.lo_freq + (s.num_channels - 1.0) * s.df;
                  s.BW = s.num_channels * s.df;
                  s.fctr = s.lo_freq - 0.5 * s.df + 0.5 * s.BW;
                  s.beam_FWHM = idata.fov / 3600.0;
                  s.spectra_per_subint = SUBSBLOCKLEN;
                  print_spectra_info_summary(&s);
              } else {
                  printf("\nThe input files (%s) must be subbands!  (i.e. *.sub##)\n\n",
                         cmd->argv[0]);
                  MPI_Finalize();
                  exit(1);
              }
              free(root);
              free(suffix);
          }
      }
   }

   //  If we don't have good input data, exit
   MPI_Bcast(&good_inputs, 1, MPI_INT, 0, MPI_COMM_WORLD);
   if (!good_inputs) {
       MPI_Finalize();
       exit(1);
   }
   
   MPI_Bcast(&insubs, 1, MPI_INT, 0, MPI_COMM_WORLD);
   if (insubs)
       cmd->nsub = cmd->argc;

   /* Determine the output file names and open them */

   local_numdms = cmd->numdms / (numprocs - 1);
   dms = gen_dvect(local_numdms);
   if (cmd->numdms % (numprocs - 1)) {
       if (myid == 0)
           printf
               ("\nThe number of DMs must be divisible by (the number of processors - 1).\n\n");
       MPI_Finalize();
       exit(1);
   }
   local_lodm = cmd->lodm + (myid - 1) * local_numdms * cmd->dmstep;
   
   split_path_file(cmd->outfile, &outpath, &outfilenm);
   datafilenm = (char *) calloc(strlen(outfilenm) + 20, 1);
   if (myid > 0) {
       if (chdir(outpath) == -1) {
           printf("\nProcess %d on %s cannot chdir() to '%s'.  Exiting.\n\n", 
                  myid, hostname, outpath);
           MPI_Finalize();
           exit(1);
       }
       outfiles = (FILE **) malloc(local_numdms * sizeof(FILE *));
       for (ii = 0; ii < local_numdms; ii++) {
           dms[ii] = local_lodm + ii * cmd->dmstep;
           avgdm += dms[ii];
           sprintf(datafilenm, "%s_DM%.2f.dat", outfilenm, dms[ii]);
           outfiles[ii] = chkfopen(datafilenm, "wb");
       }
       avgdm /= local_numdms;
   }
   
   // Broadcast the raw data information

   broadcast_spectra_info(&s, myid);
   if (myid > 0) {
       spectra_info_to_inf(&s, &idata);
       if (s.datatype==SIGPROCFB) cmd->filterbankP = 1;
       else if (s.datatype==PSRFITS) cmd->psrfitsP = 1;
       else if (s.datatype==SCAMP) cmd->pkmbP = 1;
       else if (s.datatype==BPP) cmd->bcpmP = 1;
       else if (s.datatype==WAPP) cmd->wappP = 1;
       else if (s.datatype==SPIGOT) cmd->spigotP = 1;
       else if (s.datatype==SUBBAND) insubs = 1;
   }
   s.filenames = cmd->argv;

   /* Read an input mask if wanted */
   
   if (myid > 0) {
       int numpad = s.num_channels;
       if (insubs)
           numpad = s.num_files;
       s.padvals = gen_fvect(numpad);
       for (ii = 0 ; ii < numpad ; ii++)
           s.padvals[ii] = 0.0;
   }
   if (cmd->maskfileP) {
       if (myid == 0) {
           read_mask(cmd->maskfile, &obsmask);
           printf("Read mask information from '%s'\n\n", cmd->maskfile);
           good_padvals = determine_padvals(cmd->maskfile, &obsmask, s.padvals);
       }
       broadcast_mask(&obsmask, myid);
       MPI_Bcast(&good_padvals, 1, MPI_INT, 0, MPI_COMM_WORLD);
       MPI_Bcast(s.padvals, obsmask.numchan, MPI_FLOAT, 0, MPI_COMM_WORLD);
   } else {
       obsmask.numchan = obsmask.numint = 0;
       MPI_Bcast(&good_padvals, 1, MPI_INT, 0, MPI_COMM_WORLD);
   }

   // The number of topo to bary time points to generate with TEMPO
   numbarypts = (int) (s.T * 1.1 / TDT + 5.5) + 1;

   // Identify the TEMPO observatory code
   {
       char *outscope = (char *) calloc(40, sizeof(char));
       telescope_to_tempocode(idata.telescope, outscope, obs);
       free(outscope);
   }

   // Broadcast or calculate a few extra important values
   if (insubs) avgdm = idata.dm;
   idata.dm = avgdm;
   dsdt = cmd->downsamp * idata.dt;
   maxdm = cmd->lodm + cmd->numdms * cmd->dmstep;
   BW_ddelay = delay_from_dm(maxdm, idata.freq) - 
       delay_from_dm(maxdm, idata.freq + (idata.num_chan-1) * idata.chan_wid);
   blocksperread = ((int) (BW_ddelay / idata.dt) / s.spectra_per_subint + 1);
   worklen = s.spectra_per_subint * blocksperread;
   
   if (cmd->nsub > s.num_channels) {
      printf
          ("Warning:  The number of requested subbands (%d) is larger than the number of channels (%d).\n",
           cmd->nsub, s.num_channels);
      printf("          Re-setting the number of subbands to %d.\n\n", s.num_channels);
      cmd->nsub = s.num_channels;
   }

   if (s.spectra_per_subint % cmd->downsamp) {
       if (myid == 0) {
           printf
               ("\nError:  The downsample factor (%d) must be a factor of the\n",
                cmd->downsamp);
           printf("        blocklength (%d).  Exiting.\n\n", s.spectra_per_subint);
       }
       MPI_Finalize();
       exit(1);
   }

   tlotoa = idata.mjd_i + idata.mjd_f;  /* Topocentric epoch */

   if (cmd->numoutP)
      totnumtowrite = cmd->numout;
   else
      totnumtowrite = (long) idata.N / cmd->downsamp;

   if (cmd->nobaryP) {          /* Main loop if we are not barycentering... */

      /* Dispersion delays (in bins).  The high freq gets no delay   */
      /* All other delays are positive fractions of bin length (dt)  */

      dispdt = subband_search_delays(s.num_channels, cmd->nsub, avgdm,
                                     idata.freq, idata.chan_wid, 0.0);
      idispdt = gen_ivect(s.num_channels);
      for (ii = 0; ii < s.num_channels; ii++)
          idispdt[ii] = NEAREST_LONG(dispdt[ii] / idata.dt);
      vect_free(dispdt);

      /* The subband dispersion delays (see note above) */

      offsets = gen_imatrix(local_numdms, cmd->nsub);
      for (ii = 0; ii < local_numdms; ii++) {
         double *subdispdt;

         subdispdt = subband_delays(s.num_channels, cmd->nsub, dms[ii],
                                    idata.freq, idata.chan_wid, 0.0);
         dtmp = subdispdt[cmd->nsub - 1];
         for (jj = 0; jj < cmd->nsub; jj++)
            offsets[ii][jj] = NEAREST_LONG((subdispdt[jj] - dtmp) / dsdt);
         vect_free(subdispdt);
      }

      /* Allocate our data array and start getting data */

      if (myid == 0) {
         printf("De-dispersing using %d subbands.\n", cmd->nsub);
         if (cmd->downsamp > 1)
            printf("Downsampling by a factor of %d (new dt = %.10g)\n",
                   cmd->downsamp, dsdt);
         printf("\n");
      }
      
      /* Print the nodes and the DMs they are handling */
      print_dms(hostname, myid, numprocs, local_numdms, dms);

      outdata = gen_fmatrix(local_numdms, worklen / cmd->downsamp);
      numread = get_data(outdata, blocksperread, &s,
                         &obsmask, idispdt, offsets, &padding);

      while (numread == worklen) {

         numread /= cmd->downsamp;
         if (myid == 0)
            print_percent_complete(totwrote, totnumtowrite);

         /* Write the latest chunk of data, but don't   */
         /* write more than cmd->numout points.         */

         numtowrite = numread;
         if (cmd->numoutP && (totwrote + numtowrite) > cmd->numout)
            numtowrite = cmd->numout - totwrote;
         if (myid > 0) {
            write_data(outfiles, local_numdms, outdata, 0, numtowrite);
            /* Update the statistics */
            if (!padding) {
               for (ii = 0; ii < numtowrite; ii++)
                  update_stats(statnum + ii, outdata[0][ii], &min, &max, &avg, &var);
               statnum += numtowrite;
            }
         }
         totwrote += numtowrite;

         /* Stop if we have written out all the data we need to */

         if (cmd->numoutP && (totwrote == cmd->numout))
            break;

         numread = get_data(outdata, blocksperread, &s,
                            &obsmask, idispdt, offsets, &padding);
      }
      datawrote = totwrote;

   } else {                     /* Main loop if we are barycentering... */

      /* What ephemeris will we use?  (Default is DE405) */
      strcpy(ephem, "DE405");

      /* Define the RA and DEC of the observation */

      ra_dec_to_string(rastring, idata.ra_h, idata.ra_m, idata.ra_s);
      ra_dec_to_string(decstring, idata.dec_d, idata.dec_m, idata.dec_s);

      /* Allocate some arrays */

      btoa = gen_dvect(numbarypts);
      ttoa = gen_dvect(numbarypts);
      for (ii = 0; ii < numbarypts; ii++)
         ttoa[ii] = tlotoa + TDT * ii / SECPERDAY;

      /* Call TEMPO for the barycentering */

      if (myid == 0) {
         double maxvoverc = -1.0, minvoverc = 1.0, *voverc = NULL;

         printf("\nGenerating barycentric corrections...\n");
         voverc = gen_dvect(numbarypts);
         barycenter(ttoa, btoa, voverc, numbarypts, rastring, decstring, obs, ephem);
         for (ii = 0; ii < numbarypts; ii++) {
            if (voverc[ii] > maxvoverc)
               maxvoverc = voverc[ii];
            if (voverc[ii] < minvoverc)
               minvoverc = voverc[ii];
            avgvoverc += voverc[ii];
         }
         avgvoverc /= numbarypts;
         vect_free(voverc);

         printf("   Average topocentric velocity (c) = %.7g\n", avgvoverc);
         printf("   Maximum topocentric velocity (c) = %.7g\n", maxvoverc);
         printf("   Minimum topocentric velocity (c) = %.7g\n\n", minvoverc);
         printf("De-dispersing using %d subbands.\n", cmd->nsub);
         if (cmd->downsamp > 1) {
             printf("     Downsample = %d\n", cmd->downsamp);
             printf("  New sample dt = %.10g\n", dsdt);
         }
         printf("\n");
      }

      /* Print the nodes and the DMs they are handling */
      print_dms(hostname, myid, numprocs, local_numdms, dms);

      MPI_Bcast(btoa, numbarypts, MPI_DOUBLE, 0, MPI_COMM_WORLD);
      MPI_Bcast(&avgvoverc, 1, MPI_DOUBLE, 0, MPI_COMM_WORLD);
      blotoa = btoa[0];

      /* Dispersion delays (in bins).  The high freq gets no delay   */
      /* All other delays are positive fractions of bin length (dt)  */

      dispdt = subband_search_delays(s.num_channels, cmd->nsub, avgdm,
                                     idata.freq, idata.chan_wid, avgvoverc);
      idispdt = gen_ivect(s.num_channels);
      for (ii = 0; ii < s.num_channels; ii++)
          idispdt[ii] = NEAREST_LONG(dispdt[ii] / idata.dt);
      vect_free(dispdt);

      /* The subband dispersion delays (see note above) */

      offsets = gen_imatrix(local_numdms, cmd->nsub);
      for (ii = 0; ii < local_numdms; ii++) {
         double *subdispdt;

         subdispdt = subband_delays(s.num_channels, cmd->nsub, dms[ii],
                                    idata.freq, idata.chan_wid, avgvoverc);
         dtmp = subdispdt[cmd->nsub - 1];
         for (jj = 0; jj < cmd->nsub; jj++)
            offsets[ii][jj] = NEAREST_LONG((subdispdt[jj] - dtmp) / dsdt);
         vect_free(subdispdt);
      }

      /* Convert the bary TOAs to differences from the topo TOAs in */
      /* units of bin length (dt) rounded to the nearest integer.   */

      dtmp = (btoa[0] - ttoa[0]);
      for (ii = 0; ii < numbarypts; ii++)
         btoa[ii] = ((btoa[ii] - ttoa[ii]) - dtmp) * SECPERDAY / dsdt;

      /* Find the points where we need to add or remove bins */
      {
         int oldbin = 0, currentbin;
         double lobin, hibin, calcpt;

         numdiffbins = abs(NEAREST_LONG(btoa[numbarypts - 1])) + 1;
         diffbins = gen_ivect(numdiffbins);
         diffbinptr = diffbins;
         for (ii = 1; ii < numbarypts; ii++) {
            currentbin = NEAREST_LONG(btoa[ii]);
            if (currentbin != oldbin) {
               if (currentbin > 0) {
                  calcpt = oldbin + 0.5;
                  lobin = (ii - 1) * TDT / dsdt;
                  hibin = ii * TDT / dsdt;
               } else {
                  calcpt = oldbin - 0.5;
                  lobin = -((ii - 1) * TDT / dsdt);
                  hibin = -(ii * TDT / dsdt);
               }
               while (fabs(calcpt) < fabs(btoa[ii])) {
                  /* Negative bin number means remove that bin */
                  /* Positive bin number means add a bin there */
                  *diffbinptr =
                      NEAREST_LONG(LININTERP
                                  (calcpt, btoa[ii - 1], btoa[ii], lobin, hibin));
                  diffbinptr++;
                  calcpt = (currentbin > 0) ? calcpt + 1.0 : calcpt - 1.0;
               }
               oldbin = currentbin;
            }
         }
         *diffbinptr = cmd->numout; /* Used as a marker */
      }
      diffbinptr = diffbins;

      /* Now perform the barycentering */

      outdata = gen_fmatrix(local_numdms, worklen / cmd->downsamp);
      numread = get_data(outdata, blocksperread, &s, 
                         &obsmask, idispdt, offsets, &padding);

      while (numread == worklen) {      /* Loop to read and write the data */
         int numwritten = 0;
         double block_avg, block_var;

         numread /= cmd->downsamp;
         /* Determine the approximate local average */
         avg_var(outdata[0], numread, &block_avg, &block_var);
         if (myid == 0)
            print_percent_complete(totwrote, totnumtowrite);

         /* Simply write the data if we don't have to add or */
         /* remove any bins from this batch.                 */
         /* OR write the amount of data up to cmd->numout or */
         /* the next bin that will be added or removed.      */

         numtowrite = abs(*diffbinptr) - datawrote;
         if (cmd->numoutP && (totwrote + numtowrite) > cmd->numout)
            numtowrite = cmd->numout - totwrote;
         if (numtowrite > numread)
            numtowrite = numread;
         if (myid > 0) {
            write_data(outfiles, local_numdms, outdata, 0, numtowrite);
            /* Update the statistics */
            if (!padding) {
               for (ii = 0; ii < numtowrite; ii++)
                  update_stats(statnum + ii, outdata[0][ii], &min, &max, &avg, &var);
               statnum += numtowrite;
            }
         }
         datawrote += numtowrite;
         totwrote += numtowrite;
         numwritten += numtowrite;

         if ((datawrote == abs(*diffbinptr)) && 
             (numwritten != numread) && 
             (totwrote < cmd->numout)) {  /* Add/remove a bin */
            int skip, nextdiffbin;

            skip = numtowrite;

            /* Write the rest of the data after adding/removing a bin  */
            do {

               if (*diffbinptr > 0) {
                  /* Add a bin */
                  if (myid > 0)
                     write_padding(outfiles, local_numdms, block_avg, 1);
                  numadded++;
                  totwrote++;
               } else {
                  /* Remove a bin */
                  numremoved++;
                  datawrote++;
                  numwritten++;
                  skip++;
               }
               diffbinptr++;

               /* Write the part after the diffbin */

               numtowrite = numread - numwritten;
               if (cmd->numoutP && (totwrote + numtowrite) > cmd->numout)
                  numtowrite = cmd->numout - totwrote;
               nextdiffbin = abs(*diffbinptr) - datawrote;
               if (numtowrite > nextdiffbin)
                  numtowrite = nextdiffbin;
               if (myid > 0) {
                  write_data(outfiles, local_numdms, outdata, skip, numtowrite);
                  /* Update the statistics and counters */
                  if (!padding) {
                     for (ii = 0; ii < numtowrite; ii++)
                        update_stats(statnum + ii,
                                     outdata[0][skip + ii], &min, &max, &avg, &var);
                     statnum += numtowrite;
                  }
               }
               numwritten += numtowrite;
               datawrote += numtowrite;
               totwrote += numtowrite;
               skip += numtowrite;

               /* Stop if we have written out all the data we need to */

               if (cmd->numoutP && (totwrote == cmd->numout))
                  break;
            } while (numwritten < numread);
         }
         /* Stop if we have written out all the data we need to */

         if (cmd->numoutP && (totwrote == cmd->numout))
            break;

         numread = get_data(outdata, blocksperread, &s,
                            &obsmask, idispdt, offsets, &padding);
      }
   }

   if (myid > 0) {

      /* Calculate the amount of padding we need  */

      if (cmd->numoutP && (cmd->numout > totwrote))
         padwrote = padtowrite = cmd->numout - totwrote;

      /* Write the new info file for the output data */

      idata.dt = dsdt;
      update_infodata(&idata, totwrote, padtowrite, diffbins,
                      numdiffbins, cmd->downsamp);
      for (ii = 0; ii < local_numdms; ii++) {
         idata.dm = dms[ii];
         if (!cmd->nobaryP) {
            double baryepoch, barydispdt, baryhifreq;

            baryhifreq = idata.freq + (s.num_channels - 1) * idata.chan_wid;
            barydispdt = delay_from_dm(dms[ii], doppler(baryhifreq, avgvoverc));
            baryepoch = blotoa - (barydispdt / SECPERDAY);
            idata.bary = 1;
            idata.mjd_i = (int) floor(baryepoch);
            idata.mjd_f = baryepoch - idata.mjd_i;
         }
         sprintf(idata.name, "%s_DM%.2f", outfilenm, dms[ii]);
         writeinf(&idata);
      }

      /* Set the padded points equal to the average data point */

      if (idata.numonoff >= 1) {
         int index, startpad, endpad;

         for (ii = 0; ii < local_numdms; ii++) {
            fclose(outfiles[ii]);
            sprintf(datafilenm, "%s_DM%.2f.dat", outfilenm, dms[ii]);
            outfiles[ii] = chkfopen(datafilenm, "rb+");
         }
         for (ii = 0; ii < idata.numonoff; ii++) {
            index = 2 * ii;
            startpad = idata.onoff[index + 1];
            if (ii == idata.numonoff - 1)
               endpad = idata.N - 1;
            else
               endpad = idata.onoff[index + 2];
            for (jj = 0; jj < local_numdms; jj++)
               chkfseek(outfiles[jj], (startpad + 1) * sizeof(float), SEEK_SET);
            padtowrite = endpad - startpad;
            write_padding(outfiles, local_numdms, avg, padtowrite);
         }
      }
   }

   /* Print simple stats and results */

   var /= (datawrote - 1);
   if (myid == 0)
      print_percent_complete(1, 1);
   if (myid == 1) {
      printf("\n\nDone.\n\nSimple statistics of the output data:\n");
      printf("             Data points written:  %ld\n", totwrote);
      if (padwrote)
         printf("          Padding points written:  %ld\n", padwrote);
      if (!cmd->nobaryP) {
         if (numadded)
            printf("    Bins added for barycentering:  %d\n", numadded);
         if (numremoved)
            printf("  Bins removed for barycentering:  %d\n", numremoved);
      }
      printf("           Maximum value of data:  %.2f\n", max);
      printf("           Minimum value of data:  %.2f\n", min);
      printf("              Data average value:  %.2f\n", avg);
      printf("         Data standard deviation:  %.2f\n", sqrt(var));
      printf("\n");
   }

   /* Close the files and cleanup */

   if (cmd->maskfileP)
      free_mask(obsmask);
   if (myid > 0) {
      for (ii = 0; ii < local_numdms; ii++)
         fclose(outfiles[ii]);
      free(outfiles);
   }
   vect_free(outdata[0]);
   vect_free(outdata);
   vect_free(dms);
   free(hostname);
   vect_free(idispdt);
   vect_free(offsets[0]);
   vect_free(offsets);
   free(datafilenm);
   free(outfilenm);
   free(outpath);
   if (!cmd->nobaryP) {
      vect_free(btoa);
      vect_free(ttoa);
      vect_free(diffbins);
   }
   MPI_Finalize();
   return (0);
}
Beispiel #6
0
int main(int argc, char *argv[])
{
   int ii, jj, numbirds;
   double lofreq, hifreq;
   char *rootfilenm;
   birdie *newbird;
   GSList *zapped = NULL;
   infodata idata;
   Cmdline *cmd;

   /* Call usage() if we have no command line arguments */

   if (argc == 1) {
      Program = argv[0];
      printf("\n");
      usage();
      exit(1);
   }

   /* Parse the command line using the excellent program Clig */

   cmd = parseCmdline(argc, argv);

#ifdef DEBUG
   showOptionValues();
#endif

   printf("\n\n");
   printf("     Interactive/Automatic Birdie Zapping Program\n");
   printf("              by Scott M. Ransom\n");
   printf("                 January, 2001\n\n");

   if (!cmd->zapP && !cmd->inzapfileP && !cmd->outzapfileP) {
      printf("You must specify '-in' and '-out' if you are not\n");
      printf("automatically zapping a file (with '-zap').\n\n");
      exit(0);
   }

   {
      int hassuffix = 0;
      char *suffix;

      hassuffix = split_root_suffix(cmd->argv[0], &rootfilenm, &suffix);
      if (hassuffix) {
         if (strcmp(suffix, "fft") != 0) {
            printf("\nInput file ('%s') must be a FFT file ('.fft')!\n\n",
                   cmd->argv[0]);
            free(suffix);
            exit(0);
         }
         free(suffix);
      } else {
         printf("\nInput file ('%s') must be a FFT file ('.fft')!\n\n",
                cmd->argv[0]);
         exit(0);
      }
   }

   /* Read the info file */

   readinf(&idata, rootfilenm);
   if (idata.object) {
      printf("Examining %s data from '%s'.\n\n",
             remove_whitespace(idata.object), cmd->argv[0]);
   } else {
      printf("Examining data from '%s'.\n\n", cmd->argv[0]);
   }
   T = idata.dt * idata.N;
   dr = 1.0 / NUMBETWEEN;

   if (cmd->zapP) {             /* Automatic  */
      double *bird_lobins, *bird_hibins, hibin;

      if (!cmd->zapfileP) {
         printf("You must specify a 'zapfile' containing freqs\n");
         printf("and widths if you want to write to the FFT file.\n\n");
         free(rootfilenm);
         exit(0);
      }
      hibin = idata.N / 2;

      /* Read the Standard bird list */

      numbirds = get_birdies(cmd->zapfile, T, cmd->baryv,
                             &bird_lobins, &bird_hibins);

      /* Zap the birdies */

      fftfile = chkfopen(cmd->argv[0], "rb+");
      for (ii = 0; ii < numbirds; ii++) {
         if (bird_lobins[ii] >= hibin)
            break;
         if (bird_hibins[ii] >= hibin)
            bird_hibins[ii] = hibin - 1;
         zapbirds(bird_lobins[ii], bird_hibins[ii], fftfile, NULL);
      }

      vect_free(bird_lobins);
      vect_free(bird_hibins);

   } else {                     /* Interactive */

      int *bird_numharms;
      double *bird_basebins;

      /* Read the Standard bird list */

      numbirds = get_std_birds(cmd->inzapfile, T, cmd->baryv,
                               &bird_basebins, &bird_numharms);

      /* Create our correlation kernel */

      {
         int numkern;
         fcomplex *resp;

         khw = r_resp_halfwidth(LOWACC);
         numkern = 2 * NUMBETWEEN * khw;
         resp = gen_r_response(0.0, NUMBETWEEN, numkern);
         kernel = gen_cvect(FFTLEN);
         place_complex_kernel(resp, numkern, kernel, FFTLEN);
         COMPLEXFFT(kernel, FFTLEN, -1);
         vect_free(resp);
      }

      /* Loop over the birdies */

      fftfile = chkfopen(cmd->argv[0], "rb");
      cpgstart_x("landscape");
      cpgask(0);
      for (ii = 0; ii < numbirds; ii++) {
         for (jj = 0; jj < bird_numharms[ii]; jj++) {
            process_bird(bird_basebins[ii], jj + 1, &lofreq, &hifreq);
            if (lofreq && hifreq) {
               newbird = birdie_create(lofreq, hifreq, cmd->baryv);
               zapped = g_slist_insert_sorted(zapped, newbird, birdie_compare);
            }
         }
      }
      cpgclos();

      /* Output the birdies */

      {
         FILE *outfile;

         outfile = chkfopen(cmd->outzapfile, "w");
         fprintf(outfile, "#\n");
         fprintf(outfile,
                 "# Topocentric birdies found using 'zapbirds' for '%s'\n",
                 cmd->argv[0]);
         fprintf(outfile, "#\n");
         fprintf(outfile, "# Frequency (Hz)       Width (Hz)\n");
         fprintf(outfile, "#\n");
         g_slist_foreach(zapped, birdie_print, outfile);
         fclose(outfile);
      }

      printf("\nOutput birdie file is '%s'.\n\n", cmd->outzapfile);

      /* Free the memory */

      g_slist_foreach(zapped, birdie_free, NULL);
      g_slist_free(zapped);
      vect_free(kernel);
      vect_free(bird_numharms);
      vect_free(bird_basebins);
   }
   fclose(fftfile);
   free(rootfilenm);
   printf("Done\n\n");
   return 0;
}
Beispiel #7
0
int main(int argc, char *argv[])
{
   FILE *fftfile, *candfile;
   float powargr, powargi, *powers = NULL, *minifft;
   float norm, numchunks, *powers_pos;
   int nbins, newncand, nfftsizes, fftlen, halffftlen, binsleft;
   int numtoread, filepos = 0, loopct = 0, powers_offset, ncand2;
   int ii, ct, newper = 0, oldper = 0, numsumpow = 1;
   double T, totnumsearched = 0.0, minsig = 0.0, min_orb_p, max_orb_p;
   char *rootfilenm, *notes;
   fcomplex *data = NULL;
   rawbincand tmplist[MININCANDS], *list;
   infodata idata;
   struct tms runtimes;
   double ttim, utim, stim, tott;
   Cmdline *cmd;
   fftwf_plan fftplan;

   /* Prep the timer */

   tott = times(&runtimes) / (double) CLK_TCK;

   /* Call usage() if we have no command line arguments */

   if (argc == 1) {
      Program = argv[0];
      printf("\n");
      usage();
      exit(1);
   }

   /* Parse the command line using the excellent program Clig */

   cmd = parseCmdline(argc, argv);

#ifdef DEBUG
   showOptionValues();
#endif

   printf("\n\n");
   printf("     Phase Modulation Pulsar Search Routine\n");
   printf("              by Scott M. Ransom\n\n");

   {
      int hassuffix = 0;
      char *suffix;

      hassuffix = split_root_suffix(cmd->argv[0], &rootfilenm, &suffix);
      if (hassuffix) {
         if (strcmp(suffix, "fft") != 0) {
            printf("\nInput file ('%s') must be a FFT file ('.fft')!\n\n",
                   cmd->argv[0]);
            free(suffix);
            exit(0);
         }
         free(suffix);
      } else {
         printf("\nInput file ('%s') must be a FFT file ('.fft')!\n\n",
                cmd->argv[0]);
         exit(0);
      }
   }

   /* Read the info file */

   readinf(&idata, rootfilenm);
   T = idata.N * idata.dt;
   if (strlen(remove_whitespace(idata.object)) > 0) {
      printf("Analyzing '%s' data from '%s'.\n\n",
             remove_whitespace(idata.object), cmd->argv[0]);
   } else {
      printf("Analyzing data from '%s'.\n\n", cmd->argv[0]);
   }
   min_orb_p = MINORBP;
   if (cmd->noaliasP)
      max_orb_p = T / 2.0;
   else
      max_orb_p = T / 1.2;

   /* open the FFT file and get its length */

   fftfile = chkfopen(cmd->argv[0], "rb");
   nbins = chkfilelen(fftfile, sizeof(fcomplex));

   /* Check that cmd->maxfft is an acceptable power of 2 */

   ct = 4;
   ii = 1;
   while (ct < MAXREALFFT || ii) {
      if (ct == cmd->maxfft)
         ii = 0;
      ct <<= 1;
   }
   if (ii) {
      printf("\n'maxfft' is out of range or not a power-of-2.\n\n");
      exit(1);
   }

   /* Check that cmd->minfft is an acceptable power of 2 */

   ct = 4;
   ii = 1;
   while (ct < MAXREALFFT || ii) {
      if (ct == cmd->minfft)
         ii = 0;
      ct <<= 1;
   }
   if (ii) {
      printf("\n'minfft' is out of range or not a power-of-2.\n\n");
      exit(1);
   }

   /* Low and high Fourier freqs to check */

   if (cmd->floP) {
      cmd->rlo = floor(cmd->flo * T);
      if (cmd->rlo < cmd->lobin)
         cmd->rlo = cmd->lobin;
      if (cmd->rlo > cmd->lobin + nbins - 1) {
         printf("\nLow frequency to search 'flo' is greater than\n");
         printf("   the highest available frequency.  Exiting.\n\n");
         exit(1);
      }
   } else {
      cmd->rlo = 1.0;
      if (cmd->rlo < cmd->lobin)
         cmd->rlo = cmd->lobin;
      if (cmd->rlo > cmd->lobin + nbins - 1) {
         printf("\nLow frequency to search 'rlo' is greater than\n");
         printf("   the available number of points.  Exiting.\n\n");
         exit(1);
      }
   }
   if (cmd->fhiP) {
      cmd->rhi = ceil(cmd->fhi * T);
      if (cmd->rhi > cmd->lobin + nbins - 1)
         cmd->rhi = cmd->lobin + nbins - 1;
      if (cmd->rhi < cmd->rlo) {
         printf("\nHigh frequency to search 'fhi' is less than\n");
         printf("   the lowest frequency to search 'flo'.  Exiting.\n\n");
         exit(1);
      }
   } else if (cmd->rhiP) {
      if (cmd->rhi > cmd->lobin + nbins - 1)
         cmd->rhi = cmd->lobin + nbins - 1;
      if (cmd->rhi < cmd->rlo) {
         printf("\nHigh frequency to search 'rhi' is less than\n");
         printf("   the lowest frequency to search 'rlo'.  Exiting.\n\n");
         exit(1);
      }
   }

   /* Determine how many different mini-fft sizes we will use */

   nfftsizes = 1;
   ii = cmd->maxfft;
   while (ii > cmd->minfft) {
      ii >>= 1;
      nfftsizes++;
   }

   /* Allocate some memory and prep some variables.             */
   /* For numtoread, the 6 just lets us read extra data at once */

   numtoread = 6 * cmd->maxfft;
   if (cmd->stack == 0)
      powers = gen_fvect(numtoread);
   minifft = (float *) fftwf_malloc(sizeof(float) *
                                    (cmd->maxfft * cmd->numbetween + 2));
   ncand2 = 2 * cmd->ncand;
   list = (rawbincand *) malloc(sizeof(rawbincand) * ncand2);
   for (ii = 0; ii < ncand2; ii++)
      list[ii].mini_sigma = 0.0;
   for (ii = 0; ii < MININCANDS; ii++)
      tmplist[ii].mini_sigma = 0.0;
   filepos = cmd->rlo - cmd->lobin;
   numchunks = (float) (cmd->rhi - cmd->rlo) / numtoread;
   printf("Searching...\n");
   printf("   Amount complete = %3d%%", 0);
   fflush(stdout);

   /* Prep FFTW */
   read_wisdom();

   /* Loop through fftfile */

   while ((filepos + cmd->lobin) < cmd->rhi) {

      /* Calculate percentage complete */

      newper = (int) (loopct / numchunks * 100.0);

      if (newper > oldper) {
         newper = (newper > 99) ? 100 : newper;
         printf("\r   Amount complete = %3d%%", newper);
         oldper = newper;
         fflush(stdout);
      }

      /* Adjust our search parameters if close to end of zone to search */

      binsleft = cmd->rhi - (filepos + cmd->lobin);
      if (binsleft < cmd->minfft)
         break;
      if (binsleft < numtoread) {       /* Change numtoread */
         numtoread = cmd->maxfft;
         while (binsleft < numtoread) {
            cmd->maxfft /= 2;
            numtoread = cmd->maxfft;
         }
      }
      fftlen = cmd->maxfft;

      /* Read from fftfile */

      if (cmd->stack == 0) {
         data = read_fcomplex_file(fftfile, filepos, numtoread);
         for (ii = 0; ii < numtoread; ii++)
            powers[ii] = POWER(data[ii].r, data[ii].i);
         numsumpow = 1;
      } else {
         powers = read_float_file(fftfile, filepos, numtoread);
         numsumpow = cmd->stack;
      }
      if (filepos == 0)
         powers[0] = 1.0;

      /* Chop the powers that are way above the median level */

      prune_powers(powers, numtoread, numsumpow);

      /* Loop through the different small FFT sizes */

      while (fftlen >= cmd->minfft) {

         halffftlen = fftlen / 2;
         powers_pos = powers;
         powers_offset = 0;

         /* Create the appropriate FFT plan */

         fftplan = fftwf_plan_dft_r2c_1d(cmd->interbinP ? fftlen : 2 * fftlen,
                                         minifft, (fftwf_complex *) minifft,
                                         FFTW_PATIENT);

         /* Perform miniffts at each section of the powers array */

         while ((numtoread - powers_offset) >
                (int) ((1.0 - cmd->overlap) * cmd->maxfft + DBLCORRECT)) {

            /* Copy the proper amount and portion of powers into minifft */

            memcpy(minifft, powers_pos, fftlen * sizeof(float));
            /* For Fourier interpolation use a zeropadded FFT */
            if (cmd->numbetween > 1 && !cmd->interbinP) {
               for (ii = fftlen; ii < cmd->numbetween * fftlen; ii++)
                  minifft[ii] = 0.0;
            }

            /* Perform the minifft */

            fftwf_execute(fftplan);

            /* Normalize and search the miniFFT */

            norm = sqrt(fftlen * numsumpow) / minifft[0];
            for (ii = 0; ii < (cmd->interbinP ? fftlen + 1 : 2 * fftlen + 1); ii++)
               minifft[ii] *= norm;
            search_minifft((fcomplex *) minifft, halffftlen, min_orb_p,
                           max_orb_p, tmplist, MININCANDS, cmd->harmsum,
                           cmd->numbetween, idata.N, T,
                           (double) (powers_offset + filepos + cmd->lobin),
                           cmd->interbinP ? INTERBIN : INTERPOLATE,
                           cmd->noaliasP ? NO_CHECK_ALIASED : CHECK_ALIASED);

            /* Check if the new cands should go into the master cand list */

            for (ii = 0; ii < MININCANDS; ii++) {
               if (tmplist[ii].mini_sigma > minsig) {

                  /* Check to see if another candidate with these properties */
                  /* is already in the list.                                 */

                  if (not_already_there_rawbin(tmplist[ii], list, ncand2)) {
                     list[ncand2 - 1] = tmplist[ii];
                     minsig = percolate_rawbincands(list, ncand2);
                  }
               } else {
                  break;
               }
               /* Mini-fft search for loop */
            }

            totnumsearched += fftlen;
            powers_pos += (int) (cmd->overlap * fftlen);
            powers_offset = powers_pos - powers;

            /* Position of mini-fft in data set while loop */
         }

         fftwf_destroy_plan(fftplan);
         fftlen >>= 1;

         /* Size of mini-fft while loop */
      }

      if (cmd->stack == 0)
         vect_free(data);
      else
         vect_free(powers);
      filepos += (numtoread - (int) ((1.0 - cmd->overlap) * cmd->maxfft));
      loopct++;

      /* File position while loop */
   }

   /* Print the final percentage update */

   printf("\r   Amount complete = %3d%%\n\n", 100);

   /* Print the number of frequencies searched */

   printf("Searched %.0f pts (including interbins).\n\n", totnumsearched);

   printf("Timing summary:\n");
   tott = times(&runtimes) / (double) CLK_TCK - tott;
   utim = runtimes.tms_utime / (double) CLK_TCK;
   stim = runtimes.tms_stime / (double) CLK_TCK;
   ttim = utim + stim;
   printf("    CPU time: %.3f sec (User: %.3f sec, System: %.3f sec)\n",
          ttim, utim, stim);
   printf("  Total time: %.3f sec\n\n", tott);

   printf("Writing result files and cleaning up.\n");

   /* Count how many candidates we actually have */

   ii = 0;
   while (ii < ncand2 && list[ii].mini_sigma != 0)
      ii++;
   newncand = (ii > cmd->ncand) ? cmd->ncand : ii;

   /* Set our candidate notes to all spaces */

   notes = malloc(sizeof(char) * newncand * 18 + 1);
   for (ii = 0; ii < newncand; ii++)
      strncpy(notes + ii * 18, "                     ", 18);

   /* Check the database for possible known PSR detections */

   if (idata.ra_h && idata.dec_d) {
      for (ii = 0; ii < newncand; ii++) {
         comp_rawbin_to_cand(&list[ii], &idata, notes + ii * 18, 0);
      }
   }

   /* Compare the candidates with each other */

   compare_rawbin_cands(list, newncand, notes);

   /* Send the candidates to the text file */

   file_rawbin_candidates(list, notes, newncand, cmd->harmsum, rootfilenm);

   /* Write the binary candidate file */
   {
      char *candnm;

      candnm = (char *) calloc(strlen(rootfilenm) + 15, sizeof(char));
      sprintf(candnm, "%s_bin%d.cand", rootfilenm, cmd->harmsum);
      candfile = chkfopen(candnm, "wb");
      chkfwrite(list, sizeof(rawbincand), (unsigned long) newncand, candfile);
      fclose(candfile);
      free(candnm);
   }

   /* Free our arrays and close our files */

   if (cmd->stack == 0)
      vect_free(powers);
   free(list);
   fftwf_free(minifft);
   free(notes);
   free(rootfilenm);
   fclose(fftfile);
   printf("Done.\n\n");
   return (0);
}
Beispiel #8
0
int main(int argc, char *argv[])
{
   int ii;
   double ttim, utim, stim, tott;
   struct tms runtimes;
   subharminfo **subharminfs;
   accelobs obs;
   infodata idata;
   GSList *cands = NULL;
   Cmdline *cmd;

   /* Prep the timer */

   tott = times(&runtimes) / (double) CLK_TCK;

   /* Call usage() if we have no command line arguments */

   if (argc == 1) {
      Program = argv[0];
      printf("\n");
      usage();
      exit(1);
   }

   /* Parse the command line using the excellent program Clig */

   cmd = parseCmdline(argc, argv);

#ifdef DEBUG
   showOptionValues();
#endif

   printf("\n\n");
   printf("    Fourier-Domain Acceleration Search Routine\n");
   printf("               by Scott M. Ransom\n\n");

   /* Create the accelobs structure */
   create_accelobs(&obs, &idata, cmd, 1);

   /* Zap birdies if requested and if in memory */
   if (cmd->zaplistP && !obs.mmap_file && obs.fft) {
      int numbirds;
      double *bird_lobins, *bird_hibins, hibin;

      /* Read the Standard bird list */
      numbirds = get_birdies(cmd->zaplist, obs.T, cmd->baryv,
                             &bird_lobins, &bird_hibins);

      /* Zap the birdies */
      printf("Zapping them using a barycentric velocity of %.5gc.\n\n", cmd->baryv);
      hibin = obs.N / 2;
      for (ii = 0; ii < numbirds; ii++) {
         if (bird_lobins[ii] >= hibin)
            break;
         if (bird_hibins[ii] >= hibin)
            bird_hibins[ii] = hibin - 1;
         zapbirds(bird_lobins[ii], bird_hibins[ii], NULL, obs.fft);
      }

      free(bird_lobins);
      free(bird_hibins);
   }

   printf("Searching with up to %d harmonics summed:\n",
          1 << (obs.numharmstages - 1));
   printf("  f = %.1f to %.1f Hz\n", obs.rlo / obs.T, obs.rhi / obs.T);
   printf("  r = %.1f to %.1f Fourier bins\n", obs.rlo, obs.rhi);
   printf("  z = %.1f to %.1f Fourier bins drifted\n\n", obs.zlo, obs.zhi);

   /* Generate the correlation kernels */

   printf("Generating correlation kernels:\n");
   subharminfs = create_subharminfos(obs.numharmstages, (int) obs.zhi);
   printf("Done generating kernels.\n\n");
   printf("Starting the search.\n");
   /* Don't use the *.txtcand files on short in-memory searches */
   if (!obs.dat_input) {
      printf("  Working candidates in a test format are in '%s'.\n\n",
             obs.workfilenm);
   }

   /* Start the main search loop */

   {
      double startr = obs.rlo, lastr = 0, nextr = 0;
      ffdotpows *fundamental;

      while (startr + ACCEL_USELEN * ACCEL_DR < obs.highestbin) {
         /* Search the fundamental */
         print_percent_complete(startr - obs.rlo,
                                obs.highestbin - obs.rlo, "search", 0);
         nextr = startr + ACCEL_USELEN * ACCEL_DR;
         lastr = nextr - ACCEL_DR;
         fundamental = subharm_ffdot_plane(1, 1, startr, lastr,
                                           &subharminfs[0][0], &obs);
         cands = search_ffdotpows(fundamental, 1, &obs, cands);

         if (obs.numharmstages > 1) {   /* Search the subharmonics */
            int stage, harmtosum, harm;
            ffdotpows *subharmonic;

            for (stage = 1; stage < obs.numharmstages; stage++) {
               harmtosum = 1 << stage;
               for (harm = 1; harm < harmtosum; harm += 2) {
                  subharmonic = subharm_ffdot_plane(harmtosum, harm, startr, lastr,
                                                    &subharminfs[stage][harm - 1],
                                                    &obs);
                  add_ffdotpows(fundamental, subharmonic, harmtosum, harm);
                  free_ffdotpows(subharmonic);
               }
               cands = search_ffdotpows(fundamental, harmtosum, &obs, cands);
            }
         }
         free_ffdotpows(fundamental);
         startr = nextr;
      }
      print_percent_complete(obs.highestbin - obs.rlo,
                             obs.highestbin - obs.rlo, "search", 0);
   }

   printf("\n\nDone searching.  Now optimizing each candidate.\n\n");
   free_subharminfos(obs.numharmstages, subharminfs);

   {                            /* Candidate list trimming and optimization */
      int numcands;
      GSList *listptr;
      accelcand *cand;
      fourierprops *props;


      numcands = g_slist_length(cands);

      if (numcands) {

         /* Sort the candidates according to the optimized sigmas */

         cands = sort_accelcands(cands);

         /* Eliminate (most of) the harmonically related candidates */
         if ((cmd->numharm > 1) && !(cmd->noharmremoveP))
             eliminate_harmonics(cands, &numcands);

         /* Now optimize each candidate and its harmonics */

         print_percent_complete(0, 0, NULL, 1);
         listptr = cands;
         for (ii = 0; ii < numcands; ii++) {
            print_percent_complete(ii, numcands, "optimization", 0);
            cand = (accelcand *) (listptr->data);
            optimize_accelcand(cand, &obs);
            listptr = listptr->next;
         }
         print_percent_complete(ii, numcands, "optimization", 0);

         /* Calculate the properties of the fundamentals */

         props = (fourierprops *) malloc(sizeof(fourierprops) * numcands);
         listptr = cands;
         for (ii = 0; ii < numcands; ii++) {
            cand = (accelcand *) (listptr->data);
            /* In case the fundamental harmonic is not significant,  */
            /* send the originally determined r and z from the       */
            /* harmonic sum in the search.  Note that the derivs are */
            /* not used for the computations with the fundamental.   */
            calc_props(cand->derivs[0], cand->r, cand->z, 0.0, props + ii);
            /* Override the error estimates based on power */
            props[ii].rerr = (float) (ACCEL_DR) / cand->numharm;
            props[ii].zerr = (float) (ACCEL_DZ) / cand->numharm;
            listptr = listptr->next;
         }

         /* Write the fundamentals to the output text file */

         output_fundamentals(props, cands, &obs, &idata);

         /* Write the harmonics to the output text file */

         output_harmonics(cands, &obs, &idata);

         /* Write the fundamental fourierprops to the cand file */

         obs.workfile = chkfopen(obs.candnm, "wb");
         chkfwrite(props, sizeof(fourierprops), numcands, obs.workfile);
         fclose(obs.workfile);
         free(props);
         printf("\n\n");
      } else {
         printf("No candidates above sigma = %.2f were found.\n\n", obs.sigma);
      }
   }

   /* Finish up */

   printf("Searched the following approx numbers of independent points:\n");
   printf("  %d harmonic:   %9lld\n", 1, obs.numindep[0]);
   for (ii = 1; ii < obs.numharmstages; ii++)
      printf("  %d harmonics:  %9lld\n", 1 << ii, obs.numindep[ii]);

   printf("\nTiming summary:\n");
   tott = times(&runtimes) / (double) CLK_TCK - tott;
   utim = runtimes.tms_utime / (double) CLK_TCK;
   stim = runtimes.tms_stime / (double) CLK_TCK;
   ttim = utim + stim;
   printf("    CPU time: %.3f sec (User: %.3f sec, System: %.3f sec)\n",
          ttim, utim, stim);
   printf("  Total time: %.3f sec\n\n", tott);

   printf("Final candidates in binary format are in '%s'.\n", obs.candnm);
   printf("Final Candidates in a text format are in '%s'.\n\n", obs.accelnm);

   free_accelobs(&obs);
   g_slist_foreach(cands, free_accelcand, NULL);
   g_slist_free(cands);
   return (0);
}
Beispiel #9
0
int main(int argc, char *argv[])
{
    /* Any variable that begins with 't' means topocentric */
    /* Any variable that begins with 'b' means barycentric */
    FILE *outfile;
    float *outdata = NULL;
    double tdf = 0.0, dtmp = 0.0, barydispdt = 0.0, dsdt = 0.0;
    double *dispdt, *tobsf = NULL, tlotoa = 0.0, blotoa = 0.0;
    double max = -9.9E30, min = 9.9E30, var = 0.0, avg = 0.0;
    char obs[3], ephem[10], *datafilenm, *outinfonm;
    char rastring[50], decstring[50];
    int numchan = 1, newper = 0, oldper = 0, nummasked = 0, useshorts = 0;
    int numadded = 0, numremoved = 0, padding = 0, *maskchans = NULL, offset = 0;
    long slen, ii, numbarypts = 0, worklen = 65536;
    long numread = 0, numtowrite = 0, totwrote = 0, datawrote = 0;
    long padwrote = 0, padtowrite = 0, statnum = 0;
    int numdiffbins = 0, *diffbins = NULL, *diffbinptr = NULL, good_padvals = 0;
    int *idispdt;
    struct spectra_info s;
    infodata idata;
    Cmdline *cmd;
    mask obsmask;

    /* Call usage() if we have no command line arguments */
    if (argc == 1) {
        Program = argv[0];
        printf("\n");
        usage();
        exit(0);
    }

    /* Parse the command line using the excellent program Clig */
    cmd = parseCmdline(argc, argv);
    spectra_info_set_defaults(&s);
    s.filenames = cmd->argv;
    s.num_files = cmd->argc;
    // If we are zeroDMing, make sure that clipping is off.
    if (cmd->zerodmP)
        cmd->noclipP = 1;
    s.clip_sigma = cmd->clip;
    // -1 causes the data to determine if we use weights, scales, &
    // offsets for PSRFITS or flip the band for any data type where
    // we can figure that out with the data
    s.apply_flipband = (cmd->invertP) ? 1 : -1;
    s.apply_weight = (cmd->noweightsP) ? 0 : -1;
    s.apply_scale = (cmd->noscalesP) ? 0 : -1;
    s.apply_offset = (cmd->nooffsetsP) ? 0 : -1;
    s.remove_zerodm = (cmd->zerodmP) ? 1 : 0;
    if (cmd->noclipP) {
        cmd->clip = 0.0;
        s.clip_sigma = 0.0;
    }
    if (cmd->ifsP) {
        // 0 = default or summed, 1-4 are possible also
        s.use_poln = cmd->ifs + 1;
    }

    if (cmd->ncpus > 1) {
#ifdef _OPENMP
        int maxcpus = omp_get_num_procs();
        int openmp_numthreads = (cmd->ncpus <= maxcpus) ? cmd->ncpus : maxcpus;
        // Make sure we are not dynamically setting the number of threads
        omp_set_dynamic(0);
        omp_set_num_threads(openmp_numthreads);
        printf("Using %d threads with OpenMP\n\n", openmp_numthreads);
#endif
    } else {
#ifdef _OPENMP
        omp_set_num_threads(1); // Explicitly turn off OpenMP
#endif
    }

#ifdef DEBUG
    showOptionValues();
#endif

    printf("\n\n");
    printf("           Pulsar Data Preparation Routine\n");
    printf("    Type conversion, de-dispersion, barycentering.\n");
    printf("                 by Scott M. Ransom\n\n");

    if (RAWDATA) {
        if (cmd->filterbankP)
            s.datatype = SIGPROCFB;
        else if (cmd->psrfitsP)
            s.datatype = PSRFITS;
    } else {                    // Attempt to auto-identify the data
        identify_psrdatatype(&s, 1);
        if (s.datatype == SIGPROCFB)
            cmd->filterbankP = 1;
        else if (s.datatype == PSRFITS)
            cmd->psrfitsP = 1;
        else if (s.datatype == SDAT)
            useshorts = 1;
        else if (s.datatype != DAT) {
            printf
                ("Error:  Unable to identify input data files.  Please specify type.\n\n");
            exit(1);
        }
    }

    if (!RAWDATA) {
        char *root, *suffix;
        /* Split the filename into a rootname and a suffix */
        if (split_root_suffix(s.filenames[0], &root, &suffix) == 0) {
            printf("\nThe input filename (%s) must have a suffix!\n\n",
                   s.filenames[0]);
            exit(1);
        }
        printf("Reading input data from '%s'.\n", s.filenames[0]);
        printf("Reading information from '%s.inf'.\n\n", root);
        /* Read the info file if available */
        readinf(&idata, root);
        free(root);
        free(suffix);
        s.files = (FILE **) malloc(sizeof(FILE *));
        s.files[0] = chkfopen(s.filenames[0], "rb");
    } else {
        char description[40];
        psrdatatype_description(description, s.datatype);
        if (s.num_files > 1)
            printf("Reading %s data from %d files:\n", description, s.num_files);
        else
            printf("Reading %s data from 1 file:\n", description);
        for (ii = 0; ii < s.num_files; ii++) {
            printf("  '%s'\n", cmd->argv[ii]);
        }
        printf("\n");
    }

    /* Determine the other file names and open the output data file */
    slen = strlen(cmd->outfile) + 8;
    datafilenm = (char *) calloc(slen, 1);
    sprintf(datafilenm, "%s.dat", cmd->outfile);
    outfile = chkfopen(datafilenm, "wb");
    sprintf(idata.name, "%s", cmd->outfile);
    outinfonm = (char *) calloc(slen, 1);
    sprintf(outinfonm, "%s.inf", cmd->outfile);

    if (RAWDATA) {
        read_rawdata_files(&s);
        if (cmd->ignorechanstrP) {
            s.ignorechans = get_ignorechans(cmd->ignorechanstr, 0, s.num_channels-1,
                                            &s.num_ignorechans, &s.ignorechans_str);
            if (s.ignorechans_str==NULL) {
                s.ignorechans_str = (char *)malloc(strlen(cmd->ignorechanstr)+1);
                strcpy(s.ignorechans_str, cmd->ignorechanstr);
            }
        }
        print_spectra_info_summary(&s);
        spectra_info_to_inf(&s, &idata);
        /* Finish setting up stuff common to all raw formats */
        idata.dm = cmd->dm;
        worklen = s.spectra_per_subint;

        /* If we are offsetting into the file, change inf file start time */
        if (cmd->start > 0.0 || cmd->offset > 0) {
            if (cmd->start > 0.0) /* Offset in units of worklen */
                cmd->offset = (long) (cmd->start *
                                      idata.N / worklen) * worklen;
            add_to_inf_epoch(&idata, cmd->offset * idata.dt);
            offset_to_spectra(cmd->offset, &s);
            printf("Offsetting into the input files by %ld spectra (%.6g sec)\n",
                   cmd->offset, cmd->offset * idata.dt);
        }
        if (cmd->maskfileP)
            maskchans = gen_ivect(idata.num_chan);

        /* Compare the size of the data to the size of output we request */
        if (cmd->numoutP) {
            dtmp = idata.N;
            idata.N = cmd->numout;
            writeinf(&idata);
            idata.N = dtmp;
        } else {
        /* Set the output length to a good number if it wasn't requested */
            cmd->numoutP = 1;
            cmd->numout = choose_good_N((long long)(idata.N/cmd->downsamp));
            writeinf(&idata);
            printf("Setting a 'good' output length of %ld samples\n", cmd->numout);
        }

        /* The number of topo to bary time points to generate with TEMPO */
        numbarypts = (long) (idata.dt * idata.N * 1.1 / TDT + 5.5) + 1;

        // Identify the TEMPO observatory code
        {
            char *outscope = (char *) calloc(40, sizeof(char));
            telescope_to_tempocode(idata.telescope, outscope, obs);
            free(outscope);
        }
    }

    /* Read an input mask if wanted */
    if (cmd->maskfileP) {
        read_mask(cmd->maskfile, &obsmask);
        printf("Read mask information from '%s'\n\n", cmd->maskfile);
        good_padvals = determine_padvals(cmd->maskfile, &obsmask, s.padvals);
    } else {
        obsmask.numchan = obsmask.numint = 0;
    }

    /* Determine our initialization data if we do _not_ have Parkes, */
    /* Green Bank BCPM, or Arecibo WAPP data sets.                   */
    if (!RAWDATA) {

        /* If we will be barycentering... */
        if (!cmd->nobaryP) {
            /* The number of topo to bary time points to generate with TEMPO */
            numbarypts = (long) (idata.dt * idata.N * 1.1 / TDT + 5.5) + 1;
            // Identify the TEMPO observatory code
            {
                char *outscope = (char *) calloc(40, sizeof(char));
                telescope_to_tempocode(idata.telescope, outscope, obs);
                free(outscope);
            }
        }

        /* The number of data points to work with at a time */
        if (worklen > idata.N)
            worklen = idata.N;
        worklen = (long) (worklen / 1024) * 1024;

        /* If we are offsetting into the file, change inf file start time */
        if (cmd->start > 0.0 || cmd->offset > 0) {
            if (cmd->start > 0.0) /* Offset in units of worklen */
                cmd->offset = (long) (cmd->start *
                                      idata.N / worklen) * worklen;
            add_to_inf_epoch(&idata, cmd->offset * idata.dt);
            printf("Offsetting into the input files by %ld samples (%.6g sec)\n",
                   cmd->offset, cmd->offset * idata.dt);
            if (useshorts) {
                chkfileseek(s.files[0], cmd->offset, sizeof(short), SEEK_SET);
            } else {
                chkfileseek(s.files[0], cmd->offset, sizeof(float), SEEK_SET);
            }
        }

        /* Set the output length to a good number if it wasn't requested */
        if (!cmd->numoutP) {
            cmd->numoutP = 1;
            cmd->numout = choose_good_N((long long)(idata.N/cmd->downsamp));
            printf("Setting a 'good' output length of %ld samples\n", cmd->numout);
        }
    }

    /* Check if we are downsampling */
    dsdt = idata.dt * cmd->downsamp;
    if (cmd->downsamp > 1) {
        printf("Downsampling by a factor of %d\n", cmd->downsamp);
        printf("New sample dt = %.10g\n\n", dsdt);
        if (worklen % cmd->downsamp) {
            printf("Error:  The downsample factor (%d) must be a factor of the\n",
                   cmd->downsamp);
            printf("        worklength (%ld).  Exiting.\n\n", worklen);
            exit(1);
        }
    }
    printf("Writing output data to '%s'.\n", datafilenm);
    printf("Writing information to '%s'.\n\n", outinfonm);

    /* The topocentric epoch of the start of the data */
    tlotoa = (double) idata.mjd_i + idata.mjd_f;

    if (!strcmp(idata.band, "Radio") && RAWDATA) {

        /* The topocentric spacing between channels */
        tdf = idata.chan_wid;
        numchan = idata.num_chan;

        /* The topocentric observation frequencies */
        tobsf = gen_dvect(numchan);
        tobsf[0] = idata.freq;
        for (ii = 0; ii < numchan; ii++)
            tobsf[ii] = tobsf[0] + ii * tdf;

        /* The dispersion delays (in time bins) */
        dispdt = gen_dvect(numchan);    // full float bins
        idispdt = gen_ivect(numchan);   // nearest integer bins

        if (cmd->nobaryP) {

            /* Determine our dispersion time delays for each channel */
            for (ii = 0; ii < numchan; ii++)
                dispdt[ii] = delay_from_dm(cmd->dm, tobsf[ii]);

            /* The highest frequency channel gets no delay                 */
            /* All other delays are positive fractions of bin length (dt)  */
            dtmp = dispdt[numchan - 1];
            for (ii = 0; ii < numchan; ii++) {
                dispdt[ii] = (dispdt[ii] - dtmp) / idata.dt;
                idispdt[ii] = (int) (dispdt[ii] + 0.5);
            }
            worklen *= ((int) (fabs(dispdt[0])) / worklen) + 1;
        }

    } else {                    /* For unknown radio raw data (Why is this here?) */
        tobsf = gen_dvect(numchan);
        dispdt = gen_dvect(numchan);
        idispdt = gen_ivect(numchan);
        dispdt[0] = 0.0;
        idispdt[0] = 0;
        if (!strcmp(idata.band, "Radio")) {
            tobsf[0] = idata.freq + (idata.num_chan - 1) * idata.chan_wid;
            cmd->dm = idata.dm;
        } else {
            tobsf[0] = 0.0;
            cmd->dm = 0.0;
        }
    }

    if (cmd->nobaryP) {         /* Main loop if we are not barycentering... */

        /* Allocate our data array */
        outdata = gen_fvect(worklen);

        printf("Massaging the data ...\n\n");
        printf("Amount Complete = 0%%");

        do {
            if (RAWDATA)
                numread = read_psrdata(outdata, worklen, &s, idispdt, &padding,
                                       maskchans, &nummasked, &obsmask);
            else if (useshorts)
                numread = read_shorts(s.files[0], outdata, worklen, numchan);
            else
                numread = read_floats(s.files[0], outdata, worklen, numchan);
            if (numread == 0)
                break;

            /* Downsample if requested */
            if (cmd->downsamp > 1)
                numread = downsample(outdata, numread, cmd->downsamp);

            /* Print percent complete */
            newper = (int) ((float) totwrote / cmd->numout * 100.0) + 1;
            if (newper > oldper) {
                printf("\rAmount Complete = %3d%%", newper);
                fflush(stdout);
                oldper = newper;
            }

            /* Write the latest chunk of data, but don't   */
            /* write more than cmd->numout points.         */
            numtowrite = numread;
            if ((totwrote + numtowrite) > cmd->numout)
                numtowrite = cmd->numout - totwrote;
            chkfwrite(outdata, sizeof(float), numtowrite, outfile);
            totwrote += numtowrite;

            /* Update the statistics */
            if (!padding) {
                for (ii = 0; ii < numtowrite; ii++)
                    update_stats(statnum + ii, outdata[ii], &min, &max, &avg, &var);
                statnum += numtowrite;
            }

            /* Stop if we have written out all the data we need to */
            if (totwrote == cmd->numout)
                break;

        } while (numread);

        datawrote = totwrote;

    } else {                    /* Main loop if we are barycentering... */

        double avgvoverc = 0.0, maxvoverc = -1.0, minvoverc = 1.0, *voverc = NULL;
        double *bobsf = NULL, *btoa = NULL, *ttoa = NULL;

        /* What ephemeris will we use?  (Default is DE405) */
        strcpy(ephem, "DE405");

        /* Define the RA and DEC of the observation */
        ra_dec_to_string(rastring, idata.ra_h, idata.ra_m, idata.ra_s);
        ra_dec_to_string(decstring, idata.dec_d, idata.dec_m, idata.dec_s);

        /* Allocate some arrays */
        bobsf = gen_dvect(numchan);
        btoa = gen_dvect(numbarypts);
        ttoa = gen_dvect(numbarypts);
        voverc = gen_dvect(numbarypts);
        for (ii = 0; ii < numbarypts; ii++)
            ttoa[ii] = tlotoa + TDT * ii / SECPERDAY;

        /* Call TEMPO for the barycentering */
        printf("Generating barycentric corrections...\n");
        barycenter(ttoa, btoa, voverc, numbarypts, rastring, decstring, obs, ephem);
        for (ii = 0; ii < numbarypts; ii++) {
            if (voverc[ii] > maxvoverc)
                maxvoverc = voverc[ii];
            if (voverc[ii] < minvoverc)
                minvoverc = voverc[ii];
            avgvoverc += voverc[ii];
        }
        avgvoverc /= numbarypts;
        vect_free(voverc);
        blotoa = btoa[0];

        printf("   Average topocentric velocity (c) = %.7g\n", avgvoverc);
        printf("   Maximum topocentric velocity (c) = %.7g\n", maxvoverc);
        printf("   Minimum topocentric velocity (c) = %.7g\n\n", minvoverc);
        printf("Collecting and barycentering %s...\n\n", cmd->argv[0]);

        /* Determine the initial dispersion time delays for each channel */
        for (ii = 0; ii < numchan; ii++) {
            bobsf[ii] = doppler(tobsf[ii], avgvoverc);
            dispdt[ii] = delay_from_dm(cmd->dm, bobsf[ii]);
        }

        /* The highest frequency channel gets no delay                   */
        /* All other delays are positive fractions of bin length (dt)    */
        barydispdt = dispdt[numchan - 1];
        for (ii = 0; ii < numchan; ii++) {
            dispdt[ii] = (dispdt[ii] - barydispdt) / idata.dt;
            idispdt[ii] = (int) (dispdt[ii] + 0.5);
        }
        if (RAWDATA)
            worklen *= ((int) (dispdt[0]) / worklen) + 1;

        /* If the data is de-dispersed radio data... */
        if (!strcmp(idata.band, "Radio")) {
            printf("The DM of %.2f at the barycentric observing freq of %.3f MHz\n",
                   idata.dm, bobsf[numchan - 1]);
            printf("   causes a delay of %f seconds compared to infinite freq.\n",
                   barydispdt);
            printf("   This delay is removed from the barycented times.\n\n");
        }
        printf("Topocentric epoch (at data start) is:\n");
        printf("   %17.11f\n\n", tlotoa);
        printf("Barycentric epoch (infinite obs freq at data start) is:\n");
        printf("   %17.11f\n\n", blotoa - (barydispdt / SECPERDAY));

        /* Convert the bary TOAs to differences from the topo TOAs in  */
        /* units of bin length (dsdt) rounded to the nearest integer.  */
        dtmp = (btoa[0] - ttoa[0]);
        for (ii = 0; ii < numbarypts; ii++)
            btoa[ii] = ((btoa[ii] - ttoa[ii]) - dtmp) * SECPERDAY / dsdt;

        {                       /* Find the points where we need to add or remove bins */

            int oldbin = 0, currentbin;
            double lobin, hibin, calcpt;

            numdiffbins = abs(NEAREST_LONG(btoa[numbarypts - 1])) + 1;
            diffbins = gen_ivect(numdiffbins);
            diffbinptr = diffbins;
            for (ii = 1; ii < numbarypts; ii++) {
                currentbin = NEAREST_LONG(btoa[ii]);
                if (currentbin != oldbin) {
                    if (currentbin > 0) {
                        calcpt = oldbin + 0.5;
                        lobin = (ii - 1) * TDT / dsdt;
                        hibin = ii * TDT / dsdt;
                    } else {
                        calcpt = oldbin - 0.5;
                        lobin = -((ii - 1) * TDT / dsdt);
                        hibin = -(ii * TDT / dsdt);
                    }
                    while (fabs(calcpt) < fabs(btoa[ii])) {
                        /* Negative bin number means remove that bin */
                        /* Positive bin number means add a bin there */
                        *diffbinptr = NEAREST_LONG(LININTERP(calcpt, btoa[ii - 1],
                                                             btoa[ii], lobin,
                                                             hibin));
                        diffbinptr++;
                        calcpt = (currentbin > 0) ? calcpt + 1.0 : calcpt - 1.0;
                    }
                    oldbin = currentbin;
                }
            }
            *diffbinptr = cmd->numout;  /* Used as a marker */
        }
        diffbinptr = diffbins;

        /* Now perform the barycentering */

        printf("Massaging the data...\n\n");
        printf("Amount Complete = 0%%");

        /* Allocate our data array */

        outdata = gen_fvect(worklen);

        do {                    /* Loop to read and write the data */
            int numwritten = 0;
            double block_avg, block_var;

            if (RAWDATA)
                numread = read_psrdata(outdata, worklen, &s, idispdt, &padding,
                                       maskchans, &nummasked, &obsmask);
            else if (useshorts)
                numread = read_shorts(s.files[0], outdata, worklen, numchan);
            else
                numread = read_floats(s.files[0], outdata, worklen, numchan);
            if (numread == 0)
                break;

            /* Downsample if requested */
            if (cmd->downsamp > 1)
                numread = downsample(outdata, numread, cmd->downsamp);

            /* Determine the approximate local average */
            avg_var(outdata, numread, &block_avg, &block_var);

            /* Print percent complete */

            newper = (int) ((float) totwrote / cmd->numout * 100.0) + 1;
            if (newper > oldper) {
                printf("\rAmount Complete = %3d%%", newper);
                fflush(stdout);
                oldper = newper;
            }

            /* Simply write the data if we don't have to add or */
            /* remove any bins from this batch.                 */
            /* OR write the amount of data up to cmd->numout or */
            /* the next bin that will be added or removed.      */

            numtowrite = abs(*diffbinptr) - datawrote;
            /* FIXME: numtowrite+totwrote can wrap! */
            if ((totwrote + numtowrite) > cmd->numout)
                numtowrite = cmd->numout - totwrote;
            if (numtowrite > numread)
                numtowrite = numread;
            chkfwrite(outdata, sizeof(float), numtowrite, outfile);
            datawrote += numtowrite;
            totwrote += numtowrite;
            numwritten += numtowrite;

            /* Update the statistics */

            if (!padding) {
                for (ii = 0; ii < numtowrite; ii++)
                    update_stats(statnum + ii, outdata[ii], &min, &max, &avg, &var);
                statnum += numtowrite;
            }

            if ((datawrote == abs(*diffbinptr)) && (numwritten != numread) && (totwrote < cmd->numout)) {       /* Add/remove a bin */
                float favg;
                int skip, nextdiffbin;

                skip = numtowrite;

                do {            /* Write the rest of the data after adding/removing a bin  */

                    if (*diffbinptr > 0) {

                        /* Add a bin */

                        favg = (float) block_avg;
                        chkfwrite(&favg, sizeof(float), 1, outfile);
                        numadded++;
                        totwrote++;
                    } else {

                        /* Remove a bin */

                        numremoved++;
                        datawrote++;
                        numwritten++;
                        skip++;
                    }
                    diffbinptr++;

                    /* Write the part after the diffbin */

                    numtowrite = numread - numwritten;
                    if ((totwrote + numtowrite) > cmd->numout)
                        numtowrite = cmd->numout - totwrote;
                    nextdiffbin = abs(*diffbinptr) - datawrote;
                    if (numtowrite > nextdiffbin)
                        numtowrite = nextdiffbin;
                    chkfwrite(outdata + skip, sizeof(float), numtowrite, outfile);
                    numwritten += numtowrite;
                    datawrote += numtowrite;
                    totwrote += numtowrite;

                    /* Update the statistics and counters */

                    if (!padding) {
                        for (ii = 0; ii < numtowrite; ii++)
                            update_stats(statnum + ii, outdata[skip + ii],
                                         &min, &max, &avg, &var);
                        statnum += numtowrite;
                    }
                    skip += numtowrite;

                    /* Stop if we have written out all the data we need to */

                    if (totwrote == cmd->numout)
                        break;
                } while (numwritten < numread);
            }
            /* Stop if we have written out all the data we need to */

            if (totwrote == cmd->numout)
                break;

        } while (numread);

        /* Free the arrays used in barycentering */

        vect_free(bobsf);
        vect_free(btoa);
        vect_free(ttoa);
    }

    /* Calculate what the amount of padding we need  */

    if (cmd->numout > totwrote)
        padwrote = padtowrite = cmd->numout - totwrote;


    /* Write the new info file for the output data */

    if (!cmd->nobaryP) {
        idata.bary = 1;
        idata.mjd_i = (int) floor(blotoa - (barydispdt / SECPERDAY));
        idata.mjd_f = blotoa - (barydispdt / SECPERDAY) - idata.mjd_i;
    }
    if (cmd->downsamp > 1)
        idata.dt = dsdt;
    update_infodata(&idata, totwrote, padtowrite, diffbins, numdiffbins);
    writeinf(&idata);

    /* Set the padded points equal to the average data point */

    if (idata.numonoff >= 1) {
        int jj, index, startpad, endpad;

        for (ii = 0; ii < worklen; ii++)
            outdata[ii] = avg;
        fclose(outfile);
        outfile = chkfopen(datafilenm, "rb+");
        for (ii = 0; ii < idata.numonoff; ii++) {
            index = 2 * ii;
            startpad = idata.onoff[index + 1];
            if (ii == idata.numonoff - 1)
                endpad = idata.N - 1;
            else
                endpad = idata.onoff[index + 2];
            chkfseek(outfile, (startpad + 1) * sizeof(float), SEEK_SET);
            padtowrite = endpad - startpad;
            for (jj = 0; jj < padtowrite / worklen; jj++)
                chkfwrite(outdata, sizeof(float), worklen, outfile);
            chkfwrite(outdata, sizeof(float), padtowrite % worklen, outfile);
        }
    }
    vect_free(outdata);

    //  Close all the raw files and free their vectors
    close_rawfiles(&s);

    /* Print simple stats and results */

    var /= (datawrote - 1);

    /* Conver the '.dat' file to '.sdat' if requested */

    if (cmd->shortsP) {
        FILE *infile;
        int safe_convert = 1, bufflen = 65536;
        char *sdatafilenm;
        float *fbuffer;
        short *sbuffer;

        offset = (int) (floor(avg));
        if ((max - min) > (SHRT_MAX - SHRT_MIN)) {
            if ((max - min) < 1.5 * (SHRT_MAX - SHRT_MIN)) {
                printf("Warning:  There is more dynamic range in the data\n"
                       "          than can be handled perfectly:\n"
                       "               max - min = %.2f - %.2f = %.2f\n"
                       "          Clipping the low values...\n\n", max, min,
                       max - min);
                offset = max - SHRT_MAX;
            } else {
                printf("Error:  There is way too much dynamic range in the data:\n"
                       "               max - min = %.2f - %.2f = %.2f\n"
                       "        Not converting to shorts.\n\n", max, min, max - min);
                safe_convert = 0;
            }
        }

        if (safe_convert) {
            fbuffer = gen_fvect(bufflen);
            sbuffer = gen_svect(bufflen);
            sdatafilenm = (char *) calloc(slen, 1);
            sprintf(sdatafilenm, "%s.sdat", cmd->outfile);
            printf("\n\nConverting floats in '%s' to shorts in '%s'.",
                   datafilenm, sdatafilenm);
            fflush(NULL);

            infile = chkfopen(datafilenm, "rb");
            outfile = chkfopen(sdatafilenm, "wb");
            while ((numread = chkfread(fbuffer, sizeof(float), bufflen, infile))) {
                for (ii = 0; ii < numread; ii++)
                    sbuffer[ii] = (short) (fbuffer[ii] + 1e-20 - offset);
                chkfwrite(sbuffer, sizeof(short), numread, outfile);
            }
            fclose(infile);
            fclose(outfile);
            remove(datafilenm);
            vect_free(fbuffer);
            vect_free(sbuffer);
        }
    }

    printf("\n\nDone.\n\nSimple statistics of the output data:\n");
    printf("             Data points written:  %ld\n", totwrote);
    if (padwrote)
        printf("          Padding points written:  %ld\n", padwrote);
    if (!cmd->nobaryP) {
        if (numadded)
            printf("    Bins added for barycentering:  %d\n", numadded);
        if (numremoved)
            printf("  Bins removed for barycentering:  %d\n", numremoved);
    }
    printf("           Maximum value of data:  %.2f\n", max);
    printf("           Minimum value of data:  %.2f\n", min);
    printf("              Data average value:  %.2f\n", avg);
    printf("         Data standard deviation:  %.2f\n", sqrt(var));
    if (cmd->shortsP && offset != 0)
        printf("          Offset applied to data:  %d\n", -offset);
    printf("\n");

    /* Cleanup */

    if (cmd->maskfileP) {
        free_mask(obsmask);
        vect_free(maskchans);
    }
    vect_free(tobsf);
    vect_free(dispdt);
    vect_free(idispdt);
    free(outinfonm);
    free(datafilenm);
    if (!cmd->nobaryP)
        vect_free(diffbins);
    return (0);
}
int main(int argc, char *argv[])
{
    int numfiles, ii, numrows, rownum, ichan, itsamp, datidx;
    int spec_per_row, status, maxrows;
    unsigned long int maxfilesize;
    float offset, scale, datum, packdatum, maxval, fulltsubint;
    float *datachunk;
    FILE **infiles;
    struct psrfits pfin, pfout;
    Cmdline *cmd;
    fitsfile *infits, *outfits;
    char outfilename[128], templatename[128], tform[8];
    char *pc1, *pc2;
    int first = 1, dummy = 0, nclipped;
    short int *inrowdata;
    unsigned char *outrowdata;

    if (argc == 1) {
        Program = argv[0];
        usage();
        exit(1);
    }
    // Parse the command line using the excellent program Clig
    cmd = parseCmdline(argc, argv);
    numfiles = cmd->argc;
    infiles = (FILE **) malloc(numfiles * sizeof(FILE *));

    //Set the max. total size (in bytes) of all rows in an output file,
    //leaving some room for PSRFITS header
    maxfilesize = (unsigned long int)(cmd->numgb * GB);
    maxfilesize = maxfilesize - 1000*KB;
    //fprintf(stderr,"cmd->numgb: %f maxfilesize: %ld\n",cmd->numgb,maxfilesize);

#ifdef DEBUG
    showOptionValues();
#endif

    printf("\n         PSRFITS 16-bit to 4-bit Conversion Code\n");
    printf("         by J. Deneva, S. Ransom, & S. Chatterjee\n\n");

    // Open the input files
    status = 0;                 //fits_close segfaults if this is not initialized
    printf("Reading input data from:\n");
    for (ii = 0; ii < numfiles; ii++) {
        printf("  '%s'\n", cmd->argv[ii]);

        //Get the file basename and number from command-line argument
        //(code taken from psrfits2fil)
        pc2 = strrchr(cmd->argv[ii], '.');      // at .fits
        *pc2 = 0;               // terminate string
        pc1 = pc2 - 1;
        while ((pc1 >= cmd->argv[ii]) && isdigit(*pc1))
            pc1--;
        if (pc1 <= cmd->argv[ii]) {     // need at least 1 char before filenum
            puts("Illegal input filename. must have chars before the filenumber");
            exit(1);
        }
        pc1++;                  // we were sitting on "." move to first digit
        pfin.filenum = atoi(pc1);
        pfin.fnamedigits = pc2 - pc1;   // how many digits in filenumbering scheme.
        *pc1 = 0;               // null terminate the basefilename
        strcpy(pfin.basefilename, cmd->argv[ii]);
        pfin.initialized = 0;   // set to 1 in  psrfits_open()
        pfin.status = 0;
        //(end of code taken from psrfits2fil)

        //Open the existing psrfits file
        if (psrfits_open(&pfin, READONLY) != 0) {
            fprintf(stderr, "error opening file\n");
            fits_report_error(stderr, pfin.status);
            exit(1);
        }
        // Create the subint arrays
        if (first) {
            pfin.sub.dat_freqs = (float *) malloc(sizeof(float) * pfin.hdr.nchan);
            pfin.sub.dat_weights = (float *) malloc(sizeof(float) * pfin.hdr.nchan);
            pfin.sub.dat_offsets =
                (float *) malloc(sizeof(float) * pfin.hdr.nchan * pfin.hdr.npol);
            pfin.sub.dat_scales =
                (float *) malloc(sizeof(float) * pfin.hdr.nchan * pfin.hdr.npol);
            //first is set to 0 after data buffer allocation further below
        }

        infits = pfin.fptr;
        spec_per_row = pfin.hdr.nsblk;
	fits_read_key(infits, TINT, "NAXIS2", &dummy, NULL, &status);
	pfin.tot_rows = dummy;
        numrows = dummy;

	//If dealing with 1st input file, create output template
	if (ii == 0) {
	  sprintf(templatename, "%s.template.fits",cmd->outfile);
	  fits_create_file(&outfits, templatename, &status);
	  //fprintf(stderr,"pfin.basefilename: %s\n", pfin.basefilename);
	  //fprintf(stderr,"status: %d\n", status);
	  
	  //Instead of copying HDUs one by one, can move to the SUBINT
	  //HDU, and copy all the HDUs preceding it
	  fits_movnam_hdu(infits, BINARY_TBL, "SUBINT", 0, &status);
	  fits_copy_file(infits, outfits, 1, 0, 0, &status);
	  
	  //Copy the SUBINT table header
	  fits_copy_header(infits, outfits, &status);
	  fits_flush_buffer(outfits, 0, &status);
	  
	  //Set NAXIS2 in the output SUBINT table to 0 b/c we haven't 
	  //written any rows yet
	  dummy = 0;
	  fits_update_key(outfits, TINT, "NAXIS2", &dummy, NULL, &status);
	  
	  //Edit the NBITS key
	  if (DEBUG) {
	    dummy = 8;
	    fits_update_key(outfits, TINT, "NBITS", &dummy, NULL, &status);
	  } else {
	    fits_update_key(outfits, TINT, "NBITS", &(cmd->numbits), NULL,
			    &status);
	  }
	  
	  //Edit the TFORM17 column: # of data bytes per row 
	  //fits_get_colnum(outfits,1,"DATA",&dummy,&status);
	  if (DEBUG)
	    sprintf(tform, "%dB",
		    pfin.hdr.nsblk * pfin.hdr.nchan * pfin.hdr.npol);
	  else
	    sprintf(tform, "%dB", pfin.hdr.nsblk * pfin.hdr.nchan *
		    pfin.hdr.npol * cmd->numbits / 8);
	  
	  fits_update_key(outfits, TSTRING, "TTYPE17", "DATA", NULL, &status);
	  fits_update_key(outfits, TSTRING, "TFORM17", tform, NULL, &status);
	  
	  //Edit NAXIS1: row width in bytes
	  fits_read_key(outfits, TINT, "NAXIS1", &dummy, NULL, &status);
	  if (DEBUG) {
	    dummy = dummy - pfin.hdr.nsblk * pfin.hdr.nchan *
	      pfin.hdr.npol * (pfin.hdr.nbits - 8) / 8;
	  } else {
	    dummy = dummy - pfin.hdr.nsblk * pfin.hdr.nchan *
	      pfin.hdr.npol * (pfin.hdr.nbits - cmd->numbits) / 8;
	  }
	  fits_update_key(outfits, TINT, "NAXIS1", &dummy, NULL, &status);
	  
	  //Set the max # of rows per file, based on the requested 
	  //output file size
	  maxrows = maxfilesize / dummy;
	  //fprintf(stderr,"maxrows: %d\n",maxrows);

	  fits_close_file(outfits, &status);
	  
	  rownum = 0;
	}
	
        while (psrfits_read_subint(&pfin, first) == 0) {
	  fprintf(stderr, "Working on row %d\n", ++rownum);
	  
	  //If this is the first row, store the length of a full subint
	  if (ii == 0 && rownum == 1)
	    fulltsubint = pfin.sub.tsubint;

	  //If this is the last row and it's partial, drop it.
	  //(It's pfin.rownum-1 below because the rownum member of the psrfits struct seems to be intended to indicate at the *start* of what row we are, i.e. a row that has not yet been read. In contrast, pfout.rownum indicates how many rows have been written, i.e. at the *end* of what row we are in the output.)
	  
	  if (pfin.rownum-1 == numrows && fabs(pfin.sub.tsubint - fulltsubint) > pfin.hdr.dt) {
	    fprintf(stderr,
		    "Dropping partial row of length %f s (full row is %f s)\n",
		    pfin.sub.tsubint, fulltsubint);
	    break;
	  }
	  
	  //If we just read in the 1st row, or if we already wrote the last row in the current output file, create a new output file
	  if ((ii == 0 && rownum == 1) || pfout.rownum == maxrows) {
	    //Create new output file from the template
	    pfout.fnamedigits = pfin.fnamedigits;
	    if(ii == 0)
	      pfout.filenum = pfin.filenum;
	    else
	      pfout.filenum++;
	    
	    sprintf(outfilename, "%s.%0*d.fits", cmd->outfile, pfout.fnamedigits, pfout.filenum);
	    fits_create_template(&outfits, outfilename, templatename, &status);
	    //fprintf(stderr,"After fits_create_template, status: %d\n",status);
	    fits_close_file(outfits, &status);
	    
	    //Now reopen the file so that the pfout structure is initialized
	    pfout.status = 0;
	    pfout.initialized = 0;
	    
	    sprintf(pfout.basefilename, "%s.", cmd->outfile);
	    
            if (psrfits_open(&pfout, READWRITE) != 0) {
	      fprintf(stderr, "error opening file\n");
	      fits_report_error(stderr, pfout.status);
	      exit(1);
            }
            outfits = pfout.fptr;
            maxval = pow(2, cmd->numbits) - 1;
	    pfout.rows_per_file = maxrows;
	    
            //fprintf(stderr, "maxval: %f\n", maxval);
	    //fprintf(stderr, "pfout.rows_per_file: %d\n",pfout.rows_per_file);
	    
            //These are not initialized in psrfits_open but are needed 
            //in psrfits_write_subint (not obvious what are the corresponding 
            //fields in any of the psrfits table headers)
            pfout.hdr.ds_freq_fact = 1;
            pfout.hdr.ds_time_fact = 1;
	  }

            //Copy the subint struct from pfin to pfout, but correct 
            //elements that are not the same 
            pfout.sub = pfin.sub;       //this copies array pointers too
            pfout.sub.bytes_per_subint =
                pfin.sub.bytes_per_subint * pfout.hdr.nbits / pfin.hdr.nbits;
            pfout.sub.dataBytesAlloced = pfout.sub.bytes_per_subint;
            pfout.sub.FITS_typecode = TBYTE;

            if (first) {
                //Allocate scaling buffer and output buffer
                datachunk = gen_fvect(spec_per_row);
                outrowdata = gen_bvect(pfout.sub.bytes_per_subint);

                first = 0;
            }
            pfout.sub.data = outrowdata;

            inrowdata = (short int *) pfin.sub.data;
            nclipped = 0;

            // Loop over all the channels:
            for (ichan = 0; ichan < pfout.hdr.nchan * pfout.hdr.npol; ichan++) {
                // Populate datachunk[] by picking out all time samples for ichan
                for (itsamp = 0; itsamp < spec_per_row; itsamp++)
                    datachunk[itsamp] = (float) (inrowdata[ichan + itsamp *
                                                           pfout.hdr.nchan *
                                                           pfout.hdr.npol]);

                // Compute the statistics here, and put the offsets and scales in
                // pf.sub.dat_offsets[] and pf.sub.dat_scales[]

                if (rescale(datachunk, spec_per_row, cmd->numbits, &offset, &scale)
                    != 0) {
                    printf("Rescale routine failed!\n");
                    return (-1);
                }
                pfout.sub.dat_offsets[ichan] = offset;
                pfout.sub.dat_scales[ichan] = scale;

                // Since we have the offset and scale ready, rescale the data:
                for (itsamp = 0; itsamp < spec_per_row; itsamp++) {
                    datum = (scale == 0.0) ? 0.0 :
                        roundf((datachunk[itsamp] - offset) / scale);
                    if (datum < 0.0) {
                        datum = 0;
                        nclipped++;
                    } else if (datum > maxval) {
                        datum = maxval;
                        nclipped++;
                    }

                    inrowdata[ichan + itsamp * pfout.hdr.nchan * pfout.hdr.npol] =
                        (short int) datum;

                }
                // Now inrowdata[ichan] contains rescaled ints.
            }

            // Then do the conversion and store the
            // results in pf.sub.data[] 
            if (cmd->numbits == 8 || DEBUG) {
                for (itsamp = 0; itsamp < spec_per_row; itsamp++) {
                    datidx = itsamp * pfout.hdr.nchan * pfout.hdr.npol;
                    for (ichan = 0; ichan < pfout.hdr.nchan * pfout.hdr.npol;
                         ichan++, datidx++) {
                        pfout.sub.data[datidx] = (unsigned char) inrowdata[datidx];
                    }
                }
            } else if (cmd->numbits == 4) {
                for (itsamp = 0; itsamp < spec_per_row; itsamp++) {
                    datidx = itsamp * pfout.hdr.nchan * pfout.hdr.npol;
                    for (ichan = 0; ichan < pfout.hdr.nchan * pfout.hdr.npol;
                         ichan += 2, datidx += 2) {

                        packdatum = inrowdata[datidx] * 16 + inrowdata[datidx + 1];
                        pfout.sub.data[datidx / 2] = (unsigned char) packdatum;
                    }
                }
            } else {
                fprintf(stderr, "Only 4 or 8-bit output formats supported.\n");
                fprintf(stderr, "Bits per sample requested: %d\n", cmd->numbits);
                exit(1);
            }


            //pfout.sub.offs = (pfout.tot_rows+0.5) * pfout.sub.tsubint;
            fprintf(stderr, "nclipped: %d fraction clipped: %f\n", nclipped,
                    (float) nclipped / (pfout.hdr.nchan * pfout.hdr.npol *
                                        pfout.hdr.nsblk));

            // Now write the row. 
            status = psrfits_write_subint(&pfout);
            if (status) {
                printf("\nError (%d) writing PSRFITS...\n\n", status);
                break;
            }

	    //If current output file has reached the max # of rows, close it
	    if (pfout.rownum == maxrows)
	      fits_close_file(outfits, &status);
        }

        //Close the files 
        fits_close_file(infits, &status);
    }

    fits_close_file(outfits, &status);

    // Free the structure arrays too...
    free(datachunk);
    free(infiles);

    free(pfin.sub.dat_freqs);
    free(pfin.sub.dat_weights);
    free(pfin.sub.dat_offsets);
    free(pfin.sub.dat_scales);

    free(pfin.sub.data);
    free(pfout.sub.data);
    free(pfin.sub.stat);

    return 0;
}