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Merge 059ea4cea1 into 72eda9a24f

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K.Yosuke 2023-07-17 21:37:39 -05:00 committed by GitHub
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1 changed files with 66 additions and 73 deletions
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13
src/python/twitter/deepbird/projects/timelines/configs/recap_earlybird/feature_config.py
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@ -16,11 +16,9 @@ def get_feature_config(data_spec_path, label):
("encoded_tweet_features.favorite_count", "A"),
("encoded_tweet_features.from_verified_account_flag", "A"),
("encoded_tweet_features.has_card_flag", "A"),
# ("encoded_tweet_features.has_consumer_video_flag", "A"),
("encoded_tweet_features.has_image_url_flag", "A"),
("encoded_tweet_features.has_link_flag", "A"),
("encoded_tweet_features.has_multiple_hashtags_or_trends_flag", "A"),
# ("encoded_tweet_features.has_multiple_media_flag", "A"),
("encoded_tweet_features.has_native_image_flag", "A"),
("encoded_tweet_features.has_news_url_flag", "A"),
("encoded_tweet_features.has_periscope_flag", "A"),
@ -34,12 +32,10 @@ def get_feature_config(data_spec_path, label):
("encoded_tweet_features.is_reply_flag", "A"),
("encoded_tweet_features.is_retweet_flag", "A"),
("encoded_tweet_features.is_sensitive_content", "A"),
# ("encoded_tweet_features.is_user_new_flag", "A"),
("encoded_tweet_features.language", "A"),
("encoded_tweet_features.link_language", "A"),
("encoded_tweet_features.num_hashtags", "A"),
("encoded_tweet_features.num_mentions", "A"),
# ("encoded_tweet_features.profile_is_egg_flag", "A"),
("encoded_tweet_features.reply_count", "A"),
("encoded_tweet_features.retweet_count", "A"),
("encoded_tweet_features.text_score", "A"),
@ -63,9 +59,7 @@ def get_feature_config(data_spec_path, label):
("extended_encoded_tweet_features.weighted_reply_count", "A"),
("extended_encoded_tweet_features.weighted_retweet_count", "A"),
]
)
.add_labels(
[
).add_labels([
label, # Tensor index: 0
"recap.engagement.is_clicked", # Tensor index: 1
"recap.engagement.is_favorited", # Tensor index: 2
@ -76,8 +70,7 @@ def get_feature_config(data_spec_path, label):
"recap.engagement.is_retweeted", # Tensor index: 7
"recap.engagement.is_video_playback_50", # Tensor index: 8
"timelines.earlybird_score", # Tensor index: 9
]
)
.define_weight("meta.record_weight/type=earlybird")
]) \
.define_weight("meta.record_weight/type=earlybird") \
.build()
)