int main(int argc, char *argv[]){

  /* LALStatus pointer */
  static LALStatus  status;  
  
  /* time and velocity  */
  static LIGOTimeGPSVector    timeV;
  static REAL8Cart3CoorVector velV;
  static REAL8Vector          timeDiffV;
  LIGOTimeGPS firstTimeStamp;

  /* standard pulsar sft types */ 
  MultiSFTVector *inputSFTs = NULL;
  UINT4 binsSFT;
  UINT4 sftFminBin;
  UINT4 numsft;

  INT4 k;
  FILE *fp=NULL;

  /* information about all the ifos */
  MultiDetectorStateSeries *mdetStates = NULL;
  UINT4 numifo;

  /* vector of weights */
  REAL8Vector weightsV;

  /* ephemeris */
  EphemerisData    *edat=NULL;

  static UCHARPeakGram       pg1;
  static HoughTemplate  pulsarTemplate;
  static REAL8Vector  foft; 

  /* miscellaneous */
  UINT4  mObsCoh;
  REAL8  timeBase, deltaF;
  REAL8  numberCount;

  /* Chi2Test parameters */
  HoughParamsTest chi2Params;
  REAL8Vector numberCountV;  /* Vector with the number count of each block inside */
  REAL8  numberCountTotal;   /* Sum over all the numberCounts */
  REAL8  chi2;

  /* sft constraint variables */
  LIGOTimeGPS startTimeGPS, endTimeGPS;
  LIGOTimeGPSVector *inputTimeStampsVector=NULL;


  REAL8  alphaPeak, meanN, sigmaN;

  /* user input variables */
  BOOLEAN  uvar_help, uvar_weighAM, uvar_weighNoise;
  INT4     uvar_blocksRngMed, uvar_nfSizeCylinder, uvar_maxBinsClean;
  REAL8    uvar_startTime, uvar_endTime;
  REAL8    uvar_fStart, uvar_peakThreshold, uvar_fSearchBand;
  REAL8    uvar_Alpha, uvar_Delta, uvar_Freq, uvar_fdot;
  REAL8    uvar_AlphaWeight, uvar_DeltaWeight;
  CHAR     *uvar_earthEphemeris=NULL;
  CHAR     *uvar_sunEphemeris=NULL;
  CHAR     *uvar_sftDir=NULL;
  CHAR     *uvar_timeStampsFile=NULL;
  CHAR     *uvar_outfile=NULL;
  LALStringVector *uvar_linefiles=NULL;
  INT4     uvar_p;


  /* Set up the default parameters */  

  /* LAL error-handler */
  lal_errhandler = LAL_ERR_EXIT;
    
  uvar_help = FALSE;
  uvar_weighAM = TRUE;
  uvar_weighNoise = TRUE;
  uvar_blocksRngMed = BLOCKSRNGMED;
  uvar_nfSizeCylinder = NFSIZE;
  uvar_fStart = F0;
  uvar_fSearchBand = FBAND;
  uvar_peakThreshold = THRESHOLD;
  uvar_maxBinsClean = 100;
  uvar_startTime= 0;
  uvar_endTime = LAL_INT4_MAX;

  uvar_Alpha = 1.0;
  uvar_Delta = 1.0;
  uvar_Freq = 310.0;
  uvar_fdot = 0.0;

  uvar_AlphaWeight = uvar_Alpha;
  uvar_DeltaWeight = uvar_Delta;

  uvar_p = NBLOCKSTEST;
  chi2Params.length=uvar_p;
  chi2Params.numberSFTp=NULL;
  chi2Params.sumWeight=NULL;
  chi2Params.sumWeightSquare=NULL;

  uvar_outfile = (CHAR *)LALCalloc( MAXFILENAMELENGTH , sizeof(CHAR));
  strcpy(uvar_outfile, "./tempout");

  uvar_earthEphemeris = (CHAR *)LALCalloc( MAXFILENAMELENGTH , sizeof(CHAR));
  strcpy(uvar_earthEphemeris,EARTHEPHEMERIS);

  uvar_sunEphemeris = (CHAR *)LALCalloc( MAXFILENAMELENGTH , sizeof(CHAR));
  strcpy(uvar_sunEphemeris,SUNEPHEMERIS);


  uvar_sftDir = (CHAR *)LALCalloc( MAXFILENAMELENGTH , sizeof(CHAR));
  strcpy(uvar_sftDir,SFTDIRECTORY);


  /* register user input variables */
  LAL_CALL( LALRegisterBOOLUserVar(   &status, "help",            'h', UVAR_HELP,     "Print this message",                    &uvar_help),            &status);  
  LAL_CALL( LALRegisterREALUserVar(   &status, "fStart",          'f', UVAR_OPTIONAL, "Start search frequency",                &uvar_fStart),              &status);
  LAL_CALL( LALRegisterREALUserVar(   &status, "fSearchBand",     'b', UVAR_OPTIONAL, "Search frequency band",                 &uvar_fSearchBand),     &status);
  LAL_CALL( LALRegisterREALUserVar(   &status, "startTime",        0,  UVAR_OPTIONAL, "GPS start time of observation",         &uvar_startTime),        &status);
  LAL_CALL( LALRegisterREALUserVar(   &status, "endTime",          0,  UVAR_OPTIONAL, "GPS end time of observation",           &uvar_endTime),          &status);
  LAL_CALL( LALRegisterSTRINGUserVar( &status, "timeStampsFile",   0,  UVAR_OPTIONAL, "Input time-stamps file",                &uvar_timeStampsFile),   &status);
  LAL_CALL( LALRegisterREALUserVar(   &status, "peakThreshold",    0,  UVAR_OPTIONAL, "Peak selection threshold",              &uvar_peakThreshold),   &status);
  LAL_CALL( LALRegisterBOOLUserVar(   &status, "weighAM",          0,  UVAR_OPTIONAL, "Use amplitude modulation weights",      &uvar_weighAM),         &status);  
  LAL_CALL( LALRegisterBOOLUserVar(   &status, "weighNoise",       0,  UVAR_OPTIONAL, "Use SFT noise weights",                 &uvar_weighNoise),      &status);  
  LAL_CALL( LALRegisterSTRINGUserVar( &status, "earthEphemeris",  'E', UVAR_OPTIONAL, "Earth Ephemeris file",                  &uvar_earthEphemeris),  &status);
  LAL_CALL( LALRegisterSTRINGUserVar( &status, "sunEphemeris",    'S', UVAR_OPTIONAL, "Sun Ephemeris file",                    &uvar_sunEphemeris),    &status);
  LAL_CALL( LALRegisterSTRINGUserVar( &status, "sftDir",          'D', UVAR_REQUIRED, "SFT filename pattern",                  &uvar_sftDir),          &status);
  LAL_CALL( LALRegisterLISTUserVar(   &status, "linefiles",        0,  UVAR_OPTIONAL, "Comma separated List of linefiles (filenames must contain IFO name)",  
	      &uvar_linefiles),       &status);

  LAL_CALL( LALRegisterREALUserVar(   &status, "Alpha",            0,  UVAR_OPTIONAL, "Sky location (longitude)",               &uvar_Alpha),              &status);
  LAL_CALL( LALRegisterREALUserVar(   &status, "Delta",            0,  UVAR_OPTIONAL, "Sky location (latitude)",                &uvar_Delta),              &status);
  LAL_CALL( LALRegisterREALUserVar(   &status, "Freq",             0,  UVAR_OPTIONAL, "Template frequency",                     &uvar_Freq),               &status);
  LAL_CALL( LALRegisterREALUserVar(   &status, "fdot",             0,  UVAR_OPTIONAL, "First spindown",                         &uvar_fdot),               &status);

  LAL_CALL( LALRegisterREALUserVar(   &status, "AlphaWeight",      0,  UVAR_OPTIONAL, "sky Alpha for weight calculation",       &uvar_AlphaWeight),        &status);
  LAL_CALL( LALRegisterREALUserVar(   &status, "DeltaWeight",      0,  UVAR_OPTIONAL, "sky Delta for weight calculation",       &uvar_DeltaWeight),        &status);

  LAL_CALL( LALRegisterINTUserVar(    &status, "nfSizeCylinder",   0,  UVAR_OPTIONAL, "Size of cylinder of PHMDs",             &uvar_nfSizeCylinder),  &status);

  LAL_CALL( LALRegisterINTUserVar(    &status, "blocksRngMed",     0,  UVAR_OPTIONAL, "Running Median block size",             &uvar_blocksRngMed),    &status);
  LAL_CALL( LALRegisterINTUserVar(    &status, "maxBinsClean",     0,  UVAR_OPTIONAL, "Maximum number of bins in cleaning",    &uvar_maxBinsClean),    &status);
  LAL_CALL( LALRegisterSTRINGUserVar( &status, "outfile",          0,  UVAR_OPTIONAL, "output file name",                      &uvar_outfile),         &status);

  LAL_CALL( LALRegisterINTUserVar(    &status, "pdatablock",     'p',  UVAR_OPTIONAL, "Number of data blocks for veto tests",  &uvar_p),               &status);


  /* read all command line variables */
  LAL_CALL( LALUserVarReadAllInput(&status, argc, argv), &status);

  /* exit if help was required */
  if (uvar_help)
    exit(0); 

  /* very basic consistency checks on user input */
  if ( uvar_fStart < 0 ) {
    fprintf(stderr, "start frequency must be positive\n");
    exit(1);
  }

  if ( uvar_fSearchBand < 0 ) {
    fprintf(stderr, "search frequency band must be positive\n");
    exit(1);
  }
 
  if ( uvar_peakThreshold < 0 ) {
    fprintf(stderr, "peak selection threshold must be positive\n");
    exit(1);
  }


  /***** start main calculations *****/

  chi2Params.length=uvar_p;
  chi2Params.numberSFTp = (UINT4 *)LALMalloc( uvar_p*sizeof(UINT4));
  chi2Params.sumWeight = (REAL8 *)LALMalloc( uvar_p*sizeof(REAL8));
  chi2Params.sumWeightSquare = (REAL8 *)LALMalloc( uvar_p*sizeof(REAL8));


  /* read sft Files and set up weights */
  {
    /* new SFT I/O data types */
    SFTCatalog *catalog = NULL;
    static SFTConstraints constraints;

    REAL8 doppWings, f_min, f_max;

    /* set detector constraint */
    constraints.detector = NULL;

    if ( LALUserVarWasSet( &uvar_startTime ) ) {
      XLALGPSSetREAL8(&startTimeGPS, uvar_startTime);
      constraints.minStartTime = &startTimeGPS;
    }

    if ( LALUserVarWasSet( &uvar_endTime ) ) {
      XLALGPSSetREAL8(&endTimeGPS, uvar_endTime);
      constraints.maxEndTime = &endTimeGPS;
    }

    if ( LALUserVarWasSet( &uvar_timeStampsFile ) ) {
      LAL_CALL ( LALReadTimestampsFile ( &status, &inputTimeStampsVector, uvar_timeStampsFile), &status);
      constraints.timestamps = inputTimeStampsVector;
    }
    
    /* get sft catalog */
    LAL_CALL( LALSFTdataFind( &status, &catalog, uvar_sftDir, &constraints), &status);
    if ( (catalog == NULL) || (catalog->length == 0) ) {
      fprintf (stderr,"Unable to match any SFTs with pattern '%s'\n", uvar_sftDir );
      exit(1);
    }

    /* now we can free the inputTimeStampsVector */
    if ( LALUserVarWasSet( &uvar_timeStampsFile ) ) {
      LALDestroyTimestampVector ( &status, &inputTimeStampsVector);
    }

    /* get some sft parameters */
    mObsCoh = catalog->length; /* number of sfts */
    deltaF = catalog->data->header.deltaF;  /* frequency resolution */
    timeBase= 1.0/deltaF; /* coherent integration time */
    // unused: UINT8 f0Bin = floor( uvar_fStart * timeBase + 0.5); /* initial search frequency */
    // unused: INT4 length =  uvar_fSearchBand * timeBase; /* total number of search bins - 1 */
    
    /* catalog is ordered in time so we can get start, end time and tObs*/
    firstTimeStamp = catalog->data[0].header.epoch;
    // unused: LIGOTimeGPS lastTimeStamp = catalog->data[mObsCoh - 1].header.epoch;

    /* allocate memory for velocity vector */
    velV.length = mObsCoh;
    velV.data = NULL;
    velV.data = (REAL8Cart3Coor *)LALCalloc(mObsCoh, sizeof(REAL8Cart3Coor));

    /* allocate memory for timestamps vector */
    timeV.length = mObsCoh;
    timeV.data = NULL;
    timeV.data = (LIGOTimeGPS *)LALCalloc( mObsCoh, sizeof(LIGOTimeGPS));

    /* allocate memory for vector of time differences from start */
    timeDiffV.length = mObsCoh;
    timeDiffV.data = NULL; 
    timeDiffV.data = (REAL8 *)LALCalloc(mObsCoh, sizeof(REAL8));
  
    /* add wings for Doppler modulation and running median block size*/
    doppWings = (uvar_fStart + uvar_fSearchBand) * VTOT;    
    f_min = uvar_fStart - doppWings - (uvar_blocksRngMed + uvar_nfSizeCylinder) * deltaF;
    f_max = uvar_fStart + uvar_fSearchBand + doppWings + (uvar_blocksRngMed + uvar_nfSizeCylinder) * deltaF;

    /* read sft files making sure to add extra bins for running median */
    /* read the sfts */
    LAL_CALL( LALLoadMultiSFTs ( &status, &inputSFTs, catalog, f_min, f_max), &status);


    /* clean sfts if required */
    if ( LALUserVarWasSet( &uvar_linefiles ) )
      {
	RandomParams *randPar=NULL;
	FILE *fpRand=NULL;
	INT4 seed, ranCount;  

	if ( (fpRand = fopen("/dev/urandom", "r")) == NULL ) {
	  fprintf(stderr,"Error in opening /dev/urandom" ); 
	  exit(1);
	} 

	if ( (ranCount = fread(&seed, sizeof(seed), 1, fpRand)) != 1 ) {
	  fprintf(stderr,"Error in getting random seed" );
	  exit(1);
	}

	LAL_CALL ( LALCreateRandomParams (&status, &randPar, seed), &status );

	LAL_CALL( LALRemoveKnownLinesInMultiSFTVector ( &status, inputSFTs, uvar_maxBinsClean, uvar_blocksRngMed, uvar_linefiles, randPar), &status);

	LAL_CALL ( LALDestroyRandomParams (&status, &randPar), &status);
	fclose(fpRand);
      } /* end cleaning */


    /* SFT info -- assume all SFTs have same length */
    numifo = inputSFTs->length;
    binsSFT = inputSFTs->data[0]->data->data->length;
    sftFminBin = (INT4) floor(inputSFTs->data[0]->data[0].f0 * timeBase + 0.5);    


    LAL_CALL( LALDestroySFTCatalog( &status, &catalog ), &status);  	

  } /* end of sft reading block */



  /* get detector velocities weights vector, and timestamps */
  { 
    MultiNoiseWeights *multweight = NULL;    
    MultiPSDVector *multPSD = NULL;  
    UINT4 iIFO, iSFT, j;

    /*  get ephemeris  */
    edat = (EphemerisData *)LALCalloc(1, sizeof(EphemerisData));
    (*edat).ephiles.earthEphemeris = uvar_earthEphemeris;
    (*edat).ephiles.sunEphemeris = uvar_sunEphemeris;
    LAL_CALL( LALInitBarycenter( &status, edat), &status);


    /* normalize sfts */
    LAL_CALL( LALNormalizeMultiSFTVect (&status, &multPSD, inputSFTs, uvar_blocksRngMed), &status);

    /* set up weights */
    weightsV.length = mObsCoh;
    weightsV.data = (REAL8 *)LALCalloc(1, mObsCoh * sizeof(REAL8));

    /* initialize all weights to unity */
    LAL_CALL( LALHOUGHInitializeWeights( &status, &weightsV), &status);
   
    /* compute multi noise weights if required */
    if ( uvar_weighNoise ) {
      LAL_CALL ( LALComputeMultiNoiseWeights ( &status, &multweight, multPSD, uvar_blocksRngMed, 0), &status);
    }
    
    /* we are now done with the psd */
    LAL_CALL ( LALDestroyMultiPSDVector  ( &status, &multPSD), &status);

    /* get information about all detectors including velocity and timestamps */
    /* note that this function returns the velocity at the 
       mid-time of the SFTs -- should not make any difference */
    LAL_CALL ( LALGetMultiDetectorStates ( &status, &mdetStates, inputSFTs, edat), &status);


    /* copy the timestamps, weights, and velocity vector */
    for (j = 0, iIFO = 0; iIFO < numifo; iIFO++ ) {

      numsft = mdetStates->data[iIFO]->length;
      
      for ( iSFT = 0; iSFT < numsft; iSFT++, j++) {

	velV.data[j].x = mdetStates->data[iIFO]->data[iSFT].vDetector[0];
	velV.data[j].y = mdetStates->data[iIFO]->data[iSFT].vDetector[1];
	velV.data[j].z = mdetStates->data[iIFO]->data[iSFT].vDetector[2];

	if ( uvar_weighNoise )
	  weightsV.data[j] = multweight->data[iIFO]->data[iSFT];

	/* mid time of sfts */
	timeV.data[j] = mdetStates->data[iIFO]->data[iSFT].tGPS;

      } /* loop over SFTs */

    } /* loop over IFOs */

    if ( uvar_weighNoise ) {
      LAL_CALL( LALHOUGHNormalizeWeights( &status, &weightsV), &status);
    }

    /* compute the time difference relative to startTime for all SFTs */
    for(j = 0; j < mObsCoh; j++)
      timeDiffV.data[j] = XLALGPSDiff( timeV.data + j, &firstTimeStamp );

    if ( uvar_weighNoise ) {    
      LAL_CALL ( LALDestroyMultiNoiseWeights ( &status, &multweight), &status);
    }

  } /* end block for noise weights, velocity and time */
  

  
  /* calculate amplitude modulation weights if required */
  if (uvar_weighAM) 
    {
      MultiAMCoeffs *multiAMcoef = NULL;
      UINT4 iIFO, iSFT;
      SkyPosition skypos;      

      /* get the amplitude modulation coefficients */
      skypos.longitude = uvar_AlphaWeight;
      skypos.latitude = uvar_DeltaWeight;
      skypos.system = COORDINATESYSTEM_EQUATORIAL;
      LAL_CALL ( LALGetMultiAMCoeffs ( &status, &multiAMcoef, mdetStates, skypos), &status);
      
      /* loop over the weights and multiply them by the appropriate
	 AM coefficients */
      for ( k = 0, iIFO = 0; iIFO < numifo; iIFO++) {
	
	numsft = mdetStates->data[iIFO]->length;
	
	for ( iSFT = 0; iSFT < numsft; iSFT++, k++) {	  
	  
	  REAL8 a, b;
	  
	  a = multiAMcoef->data[iIFO]->a->data[iSFT];
	  b = multiAMcoef->data[iIFO]->b->data[iSFT];    
	  weightsV.data[k] *= (a*a + b*b);
	} /* loop over SFTs */
      } /* loop over IFOs */
      
      LAL_CALL( LALHOUGHNormalizeWeights( &status, &weightsV), &status);
      
      XLALDestroyMultiAMCoeffs ( multiAMcoef );
    } /* end AM weights calculation */


  /* misc. memory allocations */

  /* memory for one spindown */  
  pulsarTemplate.spindown.length = 1; 
  pulsarTemplate.spindown.data = NULL; 
  pulsarTemplate.spindown.data = (REAL8 *)LALMalloc(sizeof(REAL8));

  /* copy template parameters */
  pulsarTemplate.spindown.data[0] = uvar_fdot;
  pulsarTemplate.f0 = uvar_Freq;
  pulsarTemplate.latitude = uvar_Delta;
  pulsarTemplate.longitude = uvar_Alpha;

  /* memory for f(t) vector */
  foft.length = mObsCoh;
  foft.data = NULL;
  foft.data = (REAL8 *)LALMalloc(mObsCoh*sizeof(REAL8));

  /* memory for peakgram */
  pg1.length = binsSFT;
  pg1.data = NULL;
  pg1.data = (UCHAR *)LALCalloc( binsSFT, sizeof(UCHAR));
 
  /* memory for number Count Vector */
  numberCountV.length = uvar_p;
  numberCountV.data = NULL;
  numberCountV.data = (REAL8 *)LALMalloc( uvar_p*sizeof(REAL8));

  /* block for calculating peakgram and number count */  
  {
    UINT4 iIFO, iSFT, ii, numberSFTp;
    INT4 ind;
    REAL8 sumWeightSquare;
    SFTtype  *sft;        
  
    /* compute mean and sigma for noise only */    
    /* first calculate the sum of the weights squared */
    sumWeightSquare = 0.0;
    for ( k = 0; k < (INT4)mObsCoh; k++)
      sumWeightSquare += weightsV.data[k] * weightsV.data[k];
    
    /* probability of selecting a peak expected mean and standard deviation for noise only */
    alphaPeak = exp( - uvar_peakThreshold);
    meanN = mObsCoh* alphaPeak; 
    sigmaN = sqrt(sumWeightSquare * alphaPeak * (1.0 - alphaPeak));
        
 
   /* the received frequency as a function of time  */
   LAL_CALL( ComputeFoft(&status, &foft, &pulsarTemplate, &timeDiffV, &velV, timeBase), &status);   
   
   LAL_CALL(SplitSFTs(&status, &weightsV, &chi2Params), &status);
   
   /* loop over SFT, generate peakgram and get number count */
   UINT4 j;
   j=0;
   iIFO=0;
   iSFT=0;
   
   numsft = mdetStates->data[iIFO]->length;
  
     
      for (k=0 ; k<uvar_p ; k++ ){
       
         numberSFTp=chi2Params.numberSFTp[k];
         numberCount = 0;

         for (ii=0 ; (ii < numberSFTp)&&(iIFO<numifo) ; ii++) {
	   
	    sft = inputSFTs->data[iIFO]->data + iSFT;

            LAL_CALL (SFTtoUCHARPeakGram( &status, &pg1, sft, uvar_peakThreshold), &status);	    

            ind = floor( foft.data[j]*timeBase - sftFminBin + 0.5); 
            
	    numberCount += pg1.data[ind]*weightsV.data[j];
	    
	    j++;

	    iSFT++;

	    if (iSFT >= numsft){
		
		iIFO++;
		iSFT=0;
		if (iIFO<numifo){
		numsft = mdetStates->data[iIFO]->length;
		}
	    }

         } /* loop over SFTs */
       
         numberCountV.data[k]=numberCount;
       	  
      } /* loop over blocks */
  
  }
  
/* Chi2 Test */
  {
      REAL8   eta;                /* Auxiliar variable */ 
      REAL8   nj, sumWeightj, sumWeightSquarej;
                     

      numberCountTotal=0;
      chi2=0;
 
      for(k=0; k<uvar_p ; k++){
	  numberCountTotal += numberCountV.data[k];
      }
      
      eta=numberCountTotal/mObsCoh;
      INT4 j;
      for(j=0 ; j<(uvar_p) ; j++){
	  
	  nj=numberCountV.data[j];
	  sumWeightj=chi2Params.sumWeight[j];
	  sumWeightSquarej=chi2Params.sumWeightSquare[j];
	  
	  chi2 += (nj-sumWeightj*eta)*(nj-sumWeightj*eta)/(sumWeightSquarej*eta*(1-eta));
      }
   }


  
   
    fp = fopen(uvar_outfile , "w");
    setvbuf(fp, (char *)NULL, _IOLBF, 0);
    fprintf(fp, "%g  %g  %g  %g %g  %g  %g  %g \n", (numberCountTotal - meanN)/sigmaN, meanN ,sigmaN, chi2, uvar_Freq, uvar_Alpha, uvar_Delta, uvar_fdot);
/*    fprintf(stdout, "%g  %g  %g  %g %g  %g  %g  %g \n", (numberCountTotal - meanN)/sigmaN, meanN ,sigmaN, chi2, uvar_Freq, uvar_Alpha, uvar_Delta, uvar_fdot);*/
    fclose(fp);
  


  /* free memory */
  LALFree(pulsarTemplate.spindown.data);  
  LALFree(timeV.data);
  LALFree(timeDiffV.data);
  LALFree(foft.data);
  LALFree(velV.data);

  LALFree(weightsV.data);

  XLALDestroyMultiDetectorStateSeries ( mdetStates );

  LALFree(edat->ephemE);
  LALFree(edat->ephemS);
  LALFree(edat);

  LAL_CALL (LALDestroyMultiSFTVector(&status, &inputSFTs), &status );
  LALFree(pg1.data);
  
  LALFree(numberCountV.data);

  LALFree(chi2Params.numberSFTp);
  LALFree(chi2Params.sumWeight);
  LALFree(chi2Params.sumWeightSquare);

  LAL_CALL (LALDestroyUserVars(&status), &status);

  LALCheckMemoryLeaks();

  if ( lalDebugLevel )
    REPORTSTATUS ( &status);

  return status.statusCode;
}
Ejemplo n.º 2
0
/* ----- function definitions ---------- */
int
main (  void )
{
  LALStatus XLAL_INIT_DECL(status);
  SFTCatalog *catalog = NULL;
  SFTConstraints XLAL_INIT_DECL(constraints);
  MultiSFTVector *multiSFTs = NULL;
  MultiPSDVector *multiPSDs = NULL;
  MultiNoiseWeights *multiWeightsXLAL = NULL;
  MultiNoiseWeights *multiWeightsLAL = NULL;
  MultiNoiseWeights *multiWeightsCorrect = NULL;
  UINT4 rngmedBins = 11;
  REAL8 tolerance = 2e-6;	/* same algorithm, should be basically identical results */

  /* Construct the "correct" weights, calculated using the old LAL routines */
  UINT4 numIFOsCorrect = 2;
  XLAL_CHECK ( ( multiWeightsCorrect = XLALCalloc ( 1, sizeof(*multiWeightsCorrect ) ) ) != NULL, XLAL_ENOMEM );
  multiWeightsCorrect->length = numIFOsCorrect;
  multiWeightsCorrect->Sinv_Tsft = 1.980867126449e+52;
  XLAL_CHECK ( ( multiWeightsCorrect->data = XLALCalloc ( numIFOsCorrect, sizeof(*multiWeightsCorrect->data ) ) ) != NULL, XLAL_ENOMEM );
  XLAL_CHECK ( ( multiWeightsCorrect->data[0] = XLALCreateREAL8Vector(4) ) != NULL, XLAL_ENOMEM );
  multiWeightsCorrect->data[0]->data[0] = 6.425160659487e-05;
  multiWeightsCorrect->data[0]->data[1] = 7.259453662367e-06;
  multiWeightsCorrect->data[0]->data[2] = 9.838893684664e-04;
  multiWeightsCorrect->data[0]->data[3] = 5.043766789923e-05;
  XLAL_CHECK ( ( multiWeightsCorrect->data[1] = XLALCreateREAL8Vector(3) ) != NULL, XLAL_ENOMEM );
  multiWeightsCorrect->data[1]->data[0] = 1.582309910283e-04;
  multiWeightsCorrect->data[1]->data[1] = 5.345673753744e-04;
  multiWeightsCorrect->data[1]->data[2] = 6.998201363537e+00;

  /* Construct the catalog */
  XLAL_CHECK ( ( catalog = XLALSFTdataFind ( TEST_DATA_DIR "MultiNoiseWeightsTest*.sft", &constraints ) ) != NULL, XLAL_EFUNC, " XLALSFTdataFind failed\n" );

  /* Load the SFTs */
  XLAL_CHECK ( ( multiSFTs = XLALLoadMultiSFTs ( catalog, -1, -1 ) ) != NULL, XLAL_EFUNC, " XLALLoadMultiSFTs failed\n" );

  /* calculate the psd and normalize the SFTs */
  XLAL_CHECK ( ( multiPSDs = XLALNormalizeMultiSFTVect ( multiSFTs, rngmedBins, NULL ) ) != NULL, XLAL_EFUNC, " XLALNormalizeMultiSFTVect failed\n" );

  /* Get weights using LAL function */
  LALComputeMultiNoiseWeights ( &status, &(multiWeightsLAL), multiPSDs, rngmedBins, 0 );
  XLAL_CHECK ( status.statusCode == 0, XLAL_EFAILED, "LALComputeMultiNoiseWeights() failed with status = %d : '%s'\n", status.statusCode, status.statusDescription );

  /* Get weights using XLAL function */
  XLAL_CHECK ( ( multiWeightsXLAL = XLALComputeMultiNoiseWeights ( multiPSDs, rngmedBins, 0 ) ) != NULL, XLAL_EFUNC, " XLALComputeMultiNoiseWeights failed\n" );

  /* Compare XLAL weights to reference */
  XLAL_CHECK ( XLALCompareMultiNoiseWeights ( multiWeightsXLAL, multiWeightsCorrect, tolerance ) == XLAL_SUCCESS, XLAL_EFAILED, "Comparison between XLAL and reference MultiNoiseWeights failed\n" );

  /* Compare LAL weights to reference */
  XLAL_CHECK ( XLALCompareMultiNoiseWeights ( multiWeightsLAL, multiWeightsCorrect, tolerance ) == XLAL_SUCCESS, XLAL_EFAILED, "Comparison between LAL and reference MultiNoiseWeights failed\n" );

  /* Clean up memory */
  XLALDestroyMultiNoiseWeights ( multiWeightsCorrect );
  XLALDestroyMultiNoiseWeights ( multiWeightsXLAL );
  XLALDestroyMultiNoiseWeights ( multiWeightsLAL );
  XLALDestroyMultiPSDVector ( multiPSDs );
  XLALDestroyMultiSFTVector ( multiSFTs );
  XLALDestroySFTCatalog ( catalog );
  /* check for memory-leaks */
  LALCheckMemoryLeaks();

  return XLAL_SUCCESS;

} /* main() */
Ejemplo n.º 3
0
/** Initialized Fstat-code: handle user-input and set everything up. */
void
InitPFS ( LALStatus *status, ConfigVariables *cfg, const UserInput_t *uvar )
{
  static const char *fn = "InitPFS()";

  SFTCatalog *catalog = NULL;
  SFTConstraints constraints = empty_SFTConstraints;
  SkyPosition skypos;

  LIGOTimeGPS startTime, endTime;
  REAL8 duration, Tsft;
  LIGOTimeGPS minStartTimeGPS, maxEndTimeGPS;

  EphemerisData *edat = NULL;		    	/* ephemeris data */
  MultiAMCoeffs *multiAMcoef = NULL;
  MultiPSDVector *multiRngmed = NULL;
  MultiNoiseWeights *multiNoiseWeights = NULL;
  MultiSFTVector *multiSFTs = NULL;	    	/* multi-IFO SFT-vectors */
  MultiDetectorStateSeries *multiDetStates = NULL; /* pos, vel and LMSTs for detector at times t_i */
  UINT4 X, i;


  INITSTATUS(status);
  ATTATCHSTATUSPTR (status);

  { /* Check user-input consistency */
    BOOLEAN have_h0, have_cosi, have_cosiota, have_Ap, have_Ac;
    REAL8 cosi = 0;

    have_h0 = LALUserVarWasSet ( &uvar->h0 );
    have_cosi = LALUserVarWasSet ( &uvar->cosi );
    have_cosiota = LALUserVarWasSet ( &uvar->cosiota );
    have_Ap = LALUserVarWasSet ( &uvar->aPlus );
    have_Ac = LALUserVarWasSet ( &uvar->aCross );

    /* ----- handle cosi/cosiota ambiguity */
    if ( (have_cosi && have_cosiota)  ) {
      LogPrintf (LOG_CRITICAL, "Need EITHER --cosi [preferred] OR --cosiota [deprecated]!\n");
      ABORT ( status, PREDICTFSTAT_EINPUT, PREDICTFSTAT_MSGEINPUT );
    }
    if ( have_cosiota ) {
      cosi = uvar->cosiota;
      have_cosi = TRUE;
    }
    else if ( have_cosi ) {
      cosi = uvar->cosi;
      have_cosi = TRUE;
    }

    /* ----- handle {h0,cosi} || {aPlus,aCross} freedom ----- */
    if ( ( have_h0 && !have_cosi ) || ( !have_h0 && have_cosi ) )
      {
	LogPrintf (LOG_CRITICAL, "Need both (h0, cosi) to specify signal!\n");
	ABORT ( status, PREDICTFSTAT_EINPUT, PREDICTFSTAT_MSGEINPUT );
      }
    if ( ( have_Ap && !have_Ac) || ( !have_Ap && have_Ac ) )
      {
	LogPrintf (LOG_CRITICAL, "Need both (aPlus, aCross) to specify signal!\n");
	ABORT ( status, PREDICTFSTAT_EINPUT, PREDICTFSTAT_MSGEINPUT );
      }
    if ( have_h0 && have_Ap )
      {
	LogPrintf (LOG_CRITICAL, "Overdetermined: specify EITHER (h0,cosi) OR (aPlus,aCross)!\n");
	ABORT ( status, PREDICTFSTAT_EINPUT, PREDICTFSTAT_MSGEINPUT );
      }
    /* ----- internally we always use Aplus, Across */
    if ( have_h0 )
      {
	cfg->aPlus = 0.5 * uvar->h0 * ( 1.0 + SQ( cosi) );
	cfg->aCross = uvar->h0 * uvar->cosi;
      }
    else
      {
	cfg->aPlus = uvar->aPlus;
	cfg->aCross = uvar->aCross;
      }
  }/* check user-input */


  /* ----- prepare SFT-reading ----- */
  if ( LALUserVarWasSet ( &uvar->IFO ) )
    if ( (constraints.detector = XLALGetChannelPrefix ( uvar->IFO )) == NULL ) {
      ABORT ( status,  PREDICTFSTAT_EINPUT,  PREDICTFSTAT_MSGEINPUT);
    }

  minStartTimeGPS.gpsSeconds = uvar->minStartTime;
  minStartTimeGPS.gpsNanoSeconds = 0;
  maxEndTimeGPS.gpsSeconds = uvar->maxEndTime;
  maxEndTimeGPS.gpsNanoSeconds = 0;
  constraints.minStartTime = &minStartTimeGPS;
  constraints.maxEndTime = &maxEndTimeGPS;

  /* ----- get full SFT-catalog of all matching (multi-IFO) SFTs */
  LogPrintf (LOG_DEBUG, "Finding all SFTs to load ... ");
  TRY ( LALSFTdataFind ( status->statusPtr, &catalog, uvar->DataFiles, &constraints ), status);
  LogPrintfVerbatim (LOG_DEBUG, "done. (found %d SFTs)\n", catalog->length);
  if ( constraints.detector )
    LALFree ( constraints.detector );

  if ( catalog->length == 0 )
    {
      LogPrintf (LOG_CRITICAL, "No matching SFTs for pattern '%s'!\n", uvar->DataFiles );
      ABORT ( status,  PREDICTFSTAT_EINPUT,  PREDICTFSTAT_MSGEINPUT);
    }

  /* ----- deduce start- and end-time of the observation spanned by the data */
  {
    GV.numSFTs = catalog->length;	/* total number of SFTs */
    Tsft = 1.0 / catalog->data[0].header.deltaF;
    startTime = catalog->data[0].header.epoch;
    endTime   = catalog->data[GV.numSFTs-1].header.epoch;
    XLALGPSAdd(&endTime, Tsft);
    duration = GPS2REAL8(endTime) - GPS2REAL8 (startTime);
  }

  { /* ----- load ephemeris-data ----- */
    edat = XLALInitBarycenter( uvar->ephemEarth, uvar->ephemSun );
    if ( !edat ) {
      XLALPrintError("XLALInitBarycenter failed: could not load Earth ephemeris '%s' and Sun ephemeris '%s'\n", uvar->ephemEarth, uvar->ephemSun);
      ABORT ( status,  PREDICTFSTAT_EINPUT,  PREDICTFSTAT_MSGEINPUT);
    }
  }

  {/* ----- load the multi-IFO SFT-vectors ----- */
    UINT4 wings = uvar->RngMedWindow/2 + 10;   /* extra frequency-bins needed for rngmed */
    REAL8 fMax = uvar->Freq + 1.0 * wings / Tsft;
    REAL8 fMin = uvar->Freq - 1.0 * wings / Tsft;

    LogPrintf (LOG_DEBUG, "Loading SFTs ... ");
    TRY ( LALLoadMultiSFTs ( status->statusPtr, &multiSFTs, catalog, fMin, fMax ), status );
    LogPrintfVerbatim (LOG_DEBUG, "done.\n");
    TRY ( LALDestroySFTCatalog ( status->statusPtr, &catalog ), status );
  }

  TRY ( LALNormalizeMultiSFTVect (status->statusPtr, &multiRngmed, multiSFTs, uvar->RngMedWindow ), status);
  TRY ( LALComputeMultiNoiseWeights (status->statusPtr, &multiNoiseWeights, multiRngmed, uvar->RngMedWindow, 0 ), status );

  /* correctly handle the --SignalOnly case:
   * set noise-weights to 1, and
   * set Sh->1 (single-sided)
   */
  if ( uvar->SignalOnly )
    {
      multiNoiseWeights->Sinv_Tsft = Tsft;
      for ( X=0; X < multiNoiseWeights->length; X ++ )
        for ( i=0; i < multiNoiseWeights->data[X]->length; i ++ )
          multiNoiseWeights->data[X]->data[i] = 1.0;
    }

  /* ----- handle transient-signal window if given ----- */
  if ( LALUserVarWasSet ( &uvar->transientWindowType ) && strcmp ( uvar->transientWindowType, "none") )
    {
      transientWindow_t transientWindow;	/**< properties of transient-signal window */
      MultiLIGOTimeGPSVector *mTS;

      if ( !strcmp ( uvar->transientWindowType, "rect" ) )
        transientWindow.type = TRANSIENT_RECTANGULAR;		/* rectangular window [t0, t0+tau] */
      else if ( !strcmp ( uvar->transientWindowType, "exp" ) )
        transientWindow.type = TRANSIENT_EXPONENTIAL;		/* exponential decay window e^[-(t-t0)/tau for t>t0, 0 otherwise */
      else
	{
	  XLALPrintError ("Illegal transient window '%s' specified: valid are 'none', 'rect' or 'exp'\n", uvar->transientWindowType);
          ABORT ( status, PREDICTFSTAT_EINPUT, PREDICTFSTAT_MSGEINPUT );
	}

      if ( LALUserVarWasSet ( &uvar->transientStartTime ) )
        transientWindow.t0 = uvar->transientStartTime;
      else
        transientWindow.t0 = XLALGPSGetREAL8( &startTime ); /* if not set, default window startTime == startTime here */

      transientWindow.tau  = uvar->transientTauDays;

      if ( (mTS = XLALExtractMultiTimestampsFromSFTs ( multiSFTs )) == NULL ) {
        XLALPrintError ("%s: failed to XLALExtractMultiTimestampsFromSFTs() from SFTs. xlalErrno = %d.\n", fn, xlalErrno );
        ABORT ( status, PREDICTFSTAT_EXLAL, PREDICTFSTAT_MSGEXLAL );
      }

      if ( XLALApplyTransientWindow2NoiseWeights ( multiNoiseWeights, mTS, transientWindow ) != XLAL_SUCCESS ) {
        XLALPrintError ("%s: XLALApplyTransientWindow2NoiseWeights() failed! xlalErrno = %d\n", fn, xlalErrno );
        ABORT ( status, PREDICTFSTAT_EXLAL, PREDICTFSTAT_MSGEXLAL );
      }

      XLALDestroyMultiTimestamps ( mTS );

    } /* apply transient window to noise-weights */


  /* ----- obtain the (multi-IFO) 'detector-state series' for all SFTs ----- */
  TRY (LALGetMultiDetectorStates( status->statusPtr, &multiDetStates, multiSFTs, edat), status );

  /* normalize skyposition: correctly map into [0,2pi]x[-pi/2,pi/2] */
  skypos.longitude = uvar->Alpha;
  skypos.latitude = uvar->Delta;
  skypos.system = COORDINATESYSTEM_EQUATORIAL;
  TRY (LALNormalizeSkyPosition ( status->statusPtr, &skypos, &skypos), status);

  TRY ( LALGetMultiAMCoeffs ( status->statusPtr, &multiAMcoef, multiDetStates, skypos ), status);
  /* noise-weighting of Antenna-patterns and compute A,B,C */
  if ( XLALWeightMultiAMCoeffs ( multiAMcoef, multiNoiseWeights ) != XLAL_SUCCESS ) {
    LogPrintf (LOG_CRITICAL, "XLALWeightMultiAMCoeffs() failed with error = %d\n\n", xlalErrno );
    ABORT ( status, PREDICTFSTAT_EXLAL, PREDICTFSTAT_MSGEXLAL );
  }

  /* OK: we only need the antenna-pattern matrix M_mu_nu */
  cfg->Mmunu = multiAMcoef->Mmunu;

  /* ----- produce a log-string describing the data-specific setup ----- */
  {
    struct tm utc;
    time_t tp;
    CHAR dateStr[512], line[512], summary[1024];
    UINT4 j, numDet;
    numDet = multiSFTs->length;
    tp = time(NULL);
    sprintf (summary, "%%%% Date: %s", asctime( gmtime( &tp ) ) );
    strcat (summary, "%% Loaded SFTs: [ " );
    for ( j=0; j < numDet; j ++ ) {
      sprintf (line, "%s:%d%s",  multiSFTs->data[j]->data->name, multiSFTs->data[j]->length,
	       (j < numDet - 1)?", ":" ]\n");
      strcat ( summary, line );
    }
    utc = *XLALGPSToUTC( &utc, (INT4)GPS2REAL8(startTime) );
    strcpy ( dateStr, asctime(&utc) );
    dateStr[ strlen(dateStr) - 1 ] = 0;
    sprintf (line, "%%%% Start GPS time tStart = %12.3f    (%s GMT)\n", GPS2REAL8(startTime), dateStr);
    strcat ( summary, line );
    sprintf (line, "%%%% Total time spanned    = %12.3f s  (%.1f hours)\n", duration, duration/3600 );
    strcat ( summary, line );

    if ( (cfg->dataSummary = LALCalloc(1, strlen(summary) + 1 )) == NULL ) {
      ABORT (status, PREDICTFSTAT_EMEM, PREDICTFSTAT_MSGEMEM);
    }
    strcpy ( cfg->dataSummary, summary );

    LogPrintfVerbatim( LOG_DEBUG, cfg->dataSummary );
  } /* write dataSummary string */

  /* free everything not needed any more */
  TRY ( LALDestroyMultiPSDVector (status->statusPtr, &multiRngmed ), status );
  TRY ( LALDestroyMultiNoiseWeights (status->statusPtr, &multiNoiseWeights ), status );
  TRY ( LALDestroyMultiSFTVector (status->statusPtr, &multiSFTs ), status );
  XLALDestroyMultiDetectorStateSeries ( multiDetStates );
  XLALDestroyMultiAMCoeffs ( multiAMcoef );

  /* Free ephemeris data */
  XLALDestroyEphemerisData (edat);

  DETATCHSTATUSPTR (status);
  RETURN (status);

} /* InitPFS() */