unimore/bda-6-steffo
unimore/bda-6-steffo
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Improve logging

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This commit is contained in:
Steffo 2023-02-10 03:30:41 +01:00
parent 14dd8045e0
commit b4573d5eab
Signed by: steffo
GPG key ID: 2A24051445686895
1 changed files with 9 additions and 2 deletions
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11
unimore_bda_6/__main__.py
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@ -35,11 +35,17 @@ def main():
for sample_func in [sample_reviews_varied, sample_reviews_polar]:
slog = logging.getLogger(f"{__name__}.{sample_func.__name__}")
slog.debug(f"Selected sample_func: %s", sample_func)
for SentimentAnalyzer in [
TensorflowSentimentAnalyzer,
NLTKSentimentAnalyzer
]:
slog = logging.getLogger(f"{__name__}.{sample_func.__name__}.{SentimentAnalyzer.__name__}")
slog.debug(f"Selected SentimentAnalyzer: %s", SentimentAnalyzer)
for Tokenizer in [
PlainTokenizer,
LowercaseTokenizer,
@ -49,14 +55,15 @@ def main():
]:
slog = logging.getLogger(f"{__name__}.{sample_func.__name__}.{SentimentAnalyzer.__name__}.{Tokenizer.__name__}")
slog.debug(f"Selected Tokenizer: %s", Tokenizer)
while True:
try:
slog.debug("Creating sentiment analyzer...")
slog.debug("Instantiating %s with %s...", SentimentAnalyzer, Tokenizer)
sa = SentimentAnalyzer(tokenizer=Tokenizer())
except TypeError:
slog.warning("%s does not support %s, skipping...", Tokenizer.__name__, SentimentAnalyzer.__name__)
slog.warning("%s is not supported by %s, skipping run...", SentimentAnalyzer, Tokenizer)
break
with Caches.from_database_samples(collection=reviews, sample_func=sample_func) as datasets: