Commit a4b9d4d40386ce3704b78f3bbc204c88da54d14a
1 parent
d526f5fe
avoid math errors in exponent in _predict_flux
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7 additions
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4 deletions
cscripts/cssens.py
| @@ -509,11 +509,14 @@ class cssens(ctools.csobservation): | @@ -509,11 +509,14 @@ class cssens(ctools.csobservation): | ||
| 509 | # the log(TS) and log(crab_flux) values that have so far been | 509 | # the log(TS) and log(crab_flux) values that have so far been |
| 510 | # computed. If not enough results are available than use a simple | 510 | # computed. If not enough results are available than use a simple |
| 511 | # TS scaling relation. | 511 | # TS scaling relation. |
| 512 | + correct = math.sqrt(ts_thres / ts) | ||
| 512 | if len(results) > 1: | 513 | if len(results) > 1: |
| 513 | - pred_crab_flux, regcoeff = self._predict_flux(results, ts_thres) | ||
| 514 | - correct = pred_crab_flux / crab_flux | ||
| 515 | - else: | ||
| 516 | - correct = math.sqrt(ts_thres/ts) | 514 | + try: |
| 515 | + pred_crab_flux, regcoeff = self._predict_flux(results, ts_thres) | ||
| 516 | + correct = pred_crab_flux / crab_flux | ||
| 517 | + except Exception as e: | ||
| 518 | + # if the regression fails, retain the simple scaling with ts_thres | ||
| 519 | + self._log_value(gammalib.TERSE, 'skipping failed regression with error:', e) | ||
| 517 | 520 | ||
| 518 | # Compute extrapolated fluxes based on the flux correction factor | 521 | # Compute extrapolated fluxes based on the flux correction factor |
| 519 | crab_flux = correct * crab_flux | 522 | crab_flux = correct * crab_flux |