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Remove logging in tutorial #973

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Merged
radka-j merged 4 commits into from
Apr 15, 2026
Merged

Remove logging in tutorial #973

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6d1cb6d
don't set logger level to debug by default
radka-j Mar 25, 2026
50d6ad2
change log level in tutorial, remove print statements
radka-j Mar 25, 2026
8557027
don't set logger level to debug by default
radka-j Mar 25, 2026
a612910
Merge branch 'main' into fix_logging
radka-j Mar 25, 2026
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4 changes: 2 additions & 2 deletions autoemulate/core/logging_config.py
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Original file line number Diff line number Diff line change
Expand Up @@ -20,8 +20,6 @@ def configure_logging(log_to_file=False, level: str = "INFO"):
logger = logging.getLogger("autoemulate")
logger.handlers = [] # Clear existing handlers

logger.setLevel(logging.DEBUG)

verbose_lower = level.lower()
match verbose_lower:
case "error":
Expand All @@ -38,6 +36,8 @@ def configure_logging(log_to_file=False, level: str = "INFO"):
msg = 'verbose must be "critical", "error", "warning", "info", or "debug"'
raise ValueError(msg)

logger.setLevel(console_log_level)

# Create console handler with a higher log level
ch = logging.StreamHandler(sys.stdout)
ch.setLevel(console_log_level)
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12 changes: 5 additions & 7 deletions docs/tutorials/tasks/03_bayes_calibration.ipynb
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Expand Up @@ -297,7 +297,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"Run MCMC using the NUTS sampler. The `BayesianCalibration` class uses Pyro under the hood. Below we use `pyro.set_rng_seed` to ensure reproducibility."
"Run MCMC using the NUTS sampler. The `BayesianCalibration` class uses Pyro under the hood."
]
},
{
Expand Down Expand Up @@ -464,19 +464,17 @@
"from autoemulate.calibration.evidence import EvidenceComputation\n",
"\n",
"# Compute evidence using the MCMC samples from emulator calibration\n",
"ec = EvidenceComputation(mcmc_emu, bc.model)\n",
"ec = EvidenceComputation(mcmc_emu, bc.model, log_level=\"error\")\n",
"results = ec.run(epochs=30, verbose=False)\n",
"\n",
"print(f\"ln(Evidence) = {results['ln_evidence']:.2f}\")\n",
"print(f\"Error bounds: [{results['error_lower']:.3f}, {results['error_upper']:.3f}]\")\n",
"print(f\"\\nUsed {results['num_chains']} chains with {results['num_samples_per_chain']} samples each\")\n",
"print(f\"Number of parameters: {results['num_parameters']}\")"
"print(f\"Error bounds: [{results['error_lower']:.3f}, {results['error_upper']:.3f}]\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "newalan",
"display_name": "autoemulate (3.12.7)",
"language": "python",
"name": "python3"
},
Expand All @@ -490,7 +488,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.19"
"version": "3.12.7"
}
},
"nbformat": 4,
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