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Create a main pipeline file and remove inspect_data
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asreviewcontrib/semantic_clustering/semantic_clustering.py
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# Copyright 2021 The ASReview Authors. All Rights Reserved. | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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# import | ||
from asreview.data import ASReviewData | ||
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class SemanticClustering(): | ||
def __init__(self, data: ASReviewData): | ||
self.data = data | ||
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# create ASReview data object | ||
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def load_data(ASReviewDataObject): | ||
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data = ASReviewDataObject.df[['title', 'abstract']].copy() | ||
data['abstract'] = data['abstract'].replace('', np.nan, inplace=False) | ||
data.dropna(subset=['abstract'], inplace=True) | ||
data = data.reset_index(drop=True) | ||
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return data |