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26 lines
739 B
Python
26 lines
739 B
Python
from .config import config
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from .database import mongo_reviews_collection_from_config, get_training_reviews, get_test_reviews
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from .analysis.vanilla import VanillaReviewSA
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from .log import install_log_handler
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def main():
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with mongo_reviews_collection_from_config() as reviews:
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training_reviews = get_training_reviews(collection=reviews)
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test_reviews = get_test_reviews(collection=reviews)
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model = VanillaReviewSA()
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model.train(training_reviews)
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evaluation = model.evaluate(test_reviews)
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print(evaluation)
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while True:
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classification = model.use(input())
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print(classification)
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if __name__ == "__main__":
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install_log_handler()
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config.proxies.resolve()
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main()
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