spark-streaming-playground
0.0.1
Contents:
Spark Streaming Playground Environment Setup
Learning Materials
Localhost Port Number used
How to Run?
Usecases
API:
ssp
spark-streaming-playground
Docs
»
Index
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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V
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W
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Y
A
ABSTAIN (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
add_script_details() (ssp.logger.ssp_logger.SSPLogger static method)
add_section() (ssp.utils.config_manager.ConfigManager method)
AI (ssp.utils.ai_key_words.AIKeyWords attribute)
ai_tweets() (in module ssp.flask.ai_tweets_dashboard.app)
ai_tweets_dashboard() (in module ssp.flask.ai_tweets_dashboard.app)
AIKeyWords (class in ssp.utils.ai_key_words)
ALL (ssp.utils.ai_key_words.AIKeyWords attribute)
all_tweets() (in module ssp.flask.ai_tweets_dashboard.app)
analyze_sentiment() (in module ssp.spark.udf.textblob_sentiment_udf)
api_endpoint() (in module ssp.flask.api_endpoint.app)
app() (in module ssp.flask.api_endpoint.test_spacy_ner_udf)
B
bigram_check() (ssp.snorkel.labelling_function.SSPTweetLabeller static method)
build_naive_pipeline() (ssp.spark.streaming.ml.sentiment_analysis_model.SentimentSparkModel method)
build_ngrams_wocs() (ssp.spark.streaming.ml.sentiment_analysis_model.SentimentSparkModel method)
C
check_n_define_table_schema() (ssp.spark.streaming.consumer.twiteer_stream_consumer.TwitterDataset method)
check_n_mk_dirs() (in module ssp.flask.tagger.app)
(in module ssp.spark.streaming.consumer.twiteer_stream_consumer)
(in module ssp.utils.misc)
check_n_stop_streaming() (ssp.spark.streaming.consumer.twiteer_stream_consumer.TwitterDataset method)
check_table_exists() (in module ssp.spark.streaming.consumer.twiteer_stream_consumer)
classification_report() (in module ssp.ml.metrics)
close_connection() (in module ssp.utils.postgresql)
ConfigManager (class in ssp.utils.config_manager)
create_pandas_table() (in module ssp.utils.postgresql)
CV (ssp.utils.ai_key_words.AIKeyWords attribute)
D
DATA (ssp.utils.ai_key_words.AIKeyWords attribute)
debug() (ssp.logger.python_logger.PythonLogger method)
(ssp.logger.spark_logger.SparkLogger method)
(ssp.logger.ssp_logger.SSPLogger method)
define_model() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
df_multi_core() (in module ssp.utils.multicore_df_apply)
DL (ssp.utils.ai_key_words.AIKeyWords attribute)
download_n_store() (ssp.ml.dataset.prepare_dataset.SSPMLDataset method)
dump_into_bronze_lake() (ssp.spark.streaming.consumer.twiteer_stream_consumer.TwitterDataset method)
dump_into_postgresql() (ssp.spark.streaming.consumer.twiteer_stream_consumer.TwitterDataset method)
E
email() (ssp.logger.ssp_logger.SSPLogger method)
email_notifier_mannual() (ssp.logger.yagmail.YagMail static method)
error() (ssp.logger.python_logger.PythonLogger method)
(ssp.logger.spark_logger.SparkLogger method)
(ssp.logger.ssp_logger.SSPLogger method)
evaluate() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
(ssp.snorkel.labelling_function.SSPTweetLabeller method)
(ssp.spark.streaming.ml.sentiment_analysis_model.SentimentSparkModel method)
export_tf_model() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
extract_hashtag() (in module ssp.spark.streaming.analytics.trending_hashtags)
extract_hashtag_udf() (in module ssp.spark.streaming.analytics.trending_hashtags)
F
FALSE_POSITIVE (ssp.utils.ai_key_words.AIKeyWords attribute)
filter_possible_ai_tweet() (in module ssp.spark.streaming.consumer.twiteer_stream_consumer)
filter_possible_ai_tweet_udf() (in module ssp.spark.streaming.consumer.twiteer_stream_consumer)
fit() (ssp.ml.estimator.text_feature_engineering.TextFeatureEngineering method)
(ssp.ml.transformer.ssp_labeller.SSPTextLabeler method)
(ssp.ml.transformer.text_preprocessor.TextPreProcessor method)
(ssp.snorkel.labelling_function.SSPTweetLabeller method)
fit_tokenizer() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
G
get_create_table_sql() (in module ssp.spark.streaming.consumer.twiteer_stream_consumer)
get_false_positive_keywords() (in module ssp.utils)
get_feature_names() (ssp.ml.estimator.text_feature_engineering.TextFeatureEngineering method)
get_features() (ssp.ml.estimator.text_feature_engineering.TextFeatureEngineering method)
get_item() (ssp.utils.config_manager.ConfigManager method)
get_item_as_boolean() (ssp.utils.config_manager.ConfigManager method)
get_item_as_float() (ssp.utils.config_manager.ConfigManager method)
get_item_as_int() (ssp.utils.config_manager.ConfigManager method)
get_latest_raw_dataset_name() (ssp.posgress.dataset_base.PostgresqlDatasetBase method)
get_local_spark_master() (in module ssp.spark.streaming.consumer)
get_ner() (in module ssp.flask.api_endpoint.app)
(in module ssp.spark.udf.spacy_ner_udf)
get_ner_udf() (in module ssp.spark.udf.spacy_ner_udf)
get_positive_keywords() (in module ssp.utils)
get_postgresql_connection() (ssp.spark.streaming.consumer.twiteer_stream_consumer.TwitterDataset method)
get_processed_datasets() (ssp.posgress.dataset_base.PostgresqlDatasetBase method)
get_raw_dataset() (in module ssp.spark.streaming.consumer.twiteer_stream_consumer)
get_raw_dump_tables_list() (ssp.posgress.dataset_base.PostgresqlDatasetBase method)
get_sections() (ssp.utils.config_manager.ConfigManager method)
get_sqlalchemy_connection() (ssp.posgress.dataset_base.PostgresqlConnection method)
get_sqlalchemy_session() (ssp.posgress.dataset_base.PostgresqlConnection method)
get_stop_words() (in module ssp.utils.eda)
get_subset() (in module ssp.flask.tagger.app)
get_table() (ssp.posgress.dataset_base.PostgresqlConnection method)
get_tables_list() (ssp.posgress.dataset_base.PostgresqlConnection method)
get_text_classifier_udf() (in module ssp.spark.udf.tensorflow_serving_api_udf)
get_value_count() (in module ssp.utils.eda)
H
hdfs_process() (ssp.spark.streaming.analytics.sentiment_analysis.SentimentAnalysis method)
(ssp.spark.streaming.nlp.ner_extraction.NerExtraction method)
(ssp.spark.streaming.nlp.spark_dl_text_classification.SreamingTextClassifier method)
I
if_error() (ssp.kafka.producer.twitter_producer.TweetsListener method)
index() (in module ssp.flask.ai_tweets_dashboard.app)
(in module ssp.flask.api_endpoint.app)
(in module ssp.flask.tagger.app)
(in module ssp.flask.trending_hashtags.app)
info() (ssp.logger.python_logger.PythonLogger method)
(ssp.logger.spark_logger.SparkLogger method)
(ssp.logger.ssp_logger.SSPLogger method)
insert_id_col() (in module ssp.ml.dataset.prepare_dataset)
is_ai_tweet (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
is_not_ai_tweet (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
items() (ssp.utils.config_manager.ConfigManager method)
L
labelme() (in module ssp.ml.transformer.ssp_labeller)
labelme_udf() (in module ssp.ml.transformer.ssp_labeller)
LabelsInfo (class in ssp.flask.tagger.app)
lineno() (ssp.logger.ssp_logger.SSPLogger method)
load() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
load_model() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
load_parquet_data() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier static method)
load_tokenizer() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
M
main() (in module ssp.posgress.dataset_base)
ML (ssp.utils.ai_key_words.AIKeyWords attribute)
module
ssp
ssp.dl
ssp.dl.tf
ssp.dl.tf.classifier
ssp.dl.tf.classifier.naive_text_classifier
ssp.dl.tf.classifier.naive_text_classifier_main
ssp.dl.tf.dataset
ssp.dl.tf.dataset.text_dataset
ssp.flask
ssp.flask.ai_tweets_dashboard
ssp.flask.ai_tweets_dashboard.app
ssp.flask.api_endpoint
ssp.flask.api_endpoint.app
ssp.flask.api_endpoint.test_spacy_ner_udf
ssp.flask.tagger
ssp.flask.tagger.app
ssp.flask.trending_hashtags
ssp.flask.trending_hashtags.app
ssp.kafka
ssp.kafka.producer
ssp.kafka.producer.twitter_producer
ssp.kafka.producer.twitter_producer_main
ssp.logger
ssp.logger.pretty_print
ssp.logger.python_logger
ssp.logger.spark_logger
ssp.logger.ssp_logger
ssp.logger.yagmail
ssp.ml
ssp.ml.dataset
ssp.ml.dataset.prepare_dataset
ssp.ml.dataset.prepare_dataset_main
ssp.ml.estimator
ssp.ml.estimator.text_feature_engineering
ssp.ml.metrics
ssp.ml.transformer
ssp.ml.transformer.ssp_labeller
ssp.ml.transformer.test_text_preprocessor
ssp.ml.transformer.text_preprocessor
ssp.posgress
ssp.posgress.dataset_base
ssp.snorkel
ssp.snorkel.labelling_function
ssp.snorkel.labelling_function_main
ssp.spark
ssp.spark.streaming
ssp.spark.streaming.analytics
ssp.spark.streaming.analytics.sentiment_analysis
ssp.spark.streaming.analytics.sentiment_analysis_main
ssp.spark.streaming.analytics.sentiment_analysis_test
ssp.spark.streaming.analytics.trending_hashtags
ssp.spark.streaming.analytics.trending_hashtags_main
ssp.spark.streaming.analytics.trending_hashtags_test
ssp.spark.streaming.common
ssp.spark.streaming.common.streamer_base
ssp.spark.streaming.common.twitter_streamer_base
ssp.spark.streaming.consumer
ssp.spark.streaming.consumer.tweet_web_scrappy
ssp.spark.streaming.consumer.twiteer_stream_consumer
ssp.spark.streaming.consumer.twiteer_stream_consumer_main
ssp.spark.streaming.ml
ssp.spark.streaming.ml.sentiment_analysis_model
ssp.spark.streaming.ml.sentiment_analysis_model_main
ssp.spark.streaming.nlp
ssp.spark.streaming.nlp.ner_extraction
ssp.spark.streaming.nlp.ner_extraction_main
ssp.spark.streaming.nlp.spark_dl_text_classification
ssp.spark.streaming.nlp.spark_dl_text_classification_main
ssp.spark.streaming.test_spark_stream_producer
ssp.spark.udf
ssp.spark.udf.spacy_ner_udf
ssp.spark.udf.spacy_ner_udf_test
ssp.spark.udf.tensorflow_serving_api_udf
ssp.spark.udf.tensorflow_serving_api_udf_test
ssp.spark.udf.textblob_sentiment_udf
ssp.spark.udf.textblob_sentiment_udf_test
ssp.utils
ssp.utils.ai_key_words
ssp.utils.config_manager
ssp.utils.configuration
ssp.utils.eda
ssp.utils.environment_setup
ssp.utils.misc
ssp.utils.multicore_df_apply
ssp.utils.postgresql
ssp.utils.singleton_metaclass
ssp.utils.sparksession
ssp.viz
ssp.viz.word_cloud
N
NaiveTextClassifier (class in ssp.dl.tf.classifier.naive_text_classifier)
NEGATIVE (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
negative_search() (ssp.snorkel.labelling_function.SSPTweetLabeller static method)
NerExtraction (class in ssp.spark.streaming.nlp.ner_extraction)
NLP (ssp.utils.ai_key_words.AIKeyWords attribute)
normalize_prob() (ssp.snorkel.labelling_function.SSPTweetLabeller method)
not_ai (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
not_big_data (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
not_cv (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
not_data_science (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
not_neural_network (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
not_nlp (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
O
on_data() (ssp.kafka.producer.twitter_producer.TweetsListener method)
online_process() (ssp.spark.streaming.analytics.sentiment_analysis.SentimentAnalysis method)
(ssp.spark.streaming.nlp.ner_extraction.NerExtraction method)
(ssp.spark.streaming.nlp.spark_dl_text_classification.SreamingTextClassifier method)
P
pick_text() (in module ssp.kafka.producer.twitter_producer)
(in module ssp.spark.streaming.common.twitter_streamer_base)
pick_text_udf() (in module ssp.spark.streaming.common.twitter_streamer_base)
plot_word_cloud() (in module ssp.viz.word_cloud)
POSITIVE (ssp.snorkel.labelling_function.SSPTweetLabeller attribute)
(ssp.utils.ai_key_words.AIKeyWords attribute)
positive_search() (ssp.snorkel.labelling_function.SSPTweetLabeller static method)
PostgresqlConnection (class in ssp.posgress.dataset_base)
PostgresqlDatasetBase (class in ssp.posgress.dataset_base)
postgressql_connection() (in module ssp.utils.postgresql)
predict() (in module ssp.spark.udf.tensorflow_serving_api_udf)
(ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
(ssp.snorkel.labelling_function.SSPTweetLabeller method)
(ssp.spark.streaming.ml.sentiment_analysis_model.SentimentSparkModel method)
predict_text_class() (in module ssp.spark.udf.tensorflow_serving_api_udf)
prepare_data() (ssp.spark.streaming.ml.sentiment_analysis_model.SentimentSparkModel method)
preprocess() (in module ssp.ml.transformer.text_preprocessor)
preprocess_train_data() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
preprocess_udf() (in module ssp.ml.transformer.text_preprocessor)
print_debug() (in module ssp.logger.pretty_print)
print_error() (in module ssp.logger.pretty_print)
print_info() (in module ssp.logger.pretty_print)
print_warn() (in module ssp.logger.pretty_print)
process() (ssp.spark.streaming.analytics.sentiment_analysis.SentimentAnalysis method)
(ssp.spark.streaming.analytics.trending_hashtags.TrendingHashTags method)
(ssp.spark.streaming.nlp.ner_extraction.NerExtraction method)
(ssp.spark.streaming.nlp.spark_dl_text_classification.SreamingTextClassifier method)
PythonLogger (class in ssp.logger.python_logger)
Q
query_to_df() (ssp.posgress.dataset_base.PostgresqlConnection method)
R
RANDOM_TOPICS (ssp.utils.ai_key_words.AIKeyWords attribute)
remove_stop_words() (in module ssp.ml.transformer.text_preprocessor)
repl_func() (in module ssp.flask.ai_tweets_dashboard.app)
run() (ssp.kafka.producer.twitter_producer.TwitterProducer method)
run_labeler() (ssp.snorkel.labelling_function.SSPLabelEvaluator method)
run_query() (ssp.posgress.dataset_base.PostgresqlConnection method)
S
save() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
save_config() (ssp.utils.config_manager.ConfigManager method)
SentimentAnalysis (class in ssp.spark.streaming.analytics.sentiment_analysis)
SentimentSparkModel (class in ssp.spark.streaming.ml.sentiment_analysis_model)
set_item() (ssp.utils.config_manager.ConfigManager method)
Singleton (class in ssp.utils.singleton_metaclass)
SparkLogger (class in ssp.logger.spark_logger)
split_dataset_table() (ssp.posgress.dataset_base.PostgresqlDatasetBase method)
split_n_store() (ssp.ml.dataset.prepare_dataset.SSPMLDataset method)
SreamingTextClassifier (class in ssp.spark.streaming.nlp.spark_dl_text_classification)
ssp
module
ssp.dl
module
ssp.dl.tf
module
ssp.dl.tf.classifier
module
ssp.dl.tf.classifier.naive_text_classifier
module
ssp.dl.tf.classifier.naive_text_classifier_main
module
ssp.dl.tf.dataset
module
ssp.dl.tf.dataset.text_dataset
module
ssp.flask
module
ssp.flask.ai_tweets_dashboard
module
ssp.flask.ai_tweets_dashboard.app
module
ssp.flask.api_endpoint
module
ssp.flask.api_endpoint.app
module
ssp.flask.api_endpoint.test_spacy_ner_udf
module
ssp.flask.tagger
module
ssp.flask.tagger.app
module
ssp.flask.trending_hashtags
module
ssp.flask.trending_hashtags.app
module
ssp.kafka
module
ssp.kafka.producer
module
ssp.kafka.producer.twitter_producer
module
ssp.kafka.producer.twitter_producer_main
module
ssp.logger
module
ssp.logger.pretty_print
module
ssp.logger.python_logger
module
ssp.logger.spark_logger
module
ssp.logger.ssp_logger
module
ssp.logger.yagmail
module
ssp.ml
module
ssp.ml.dataset
module
ssp.ml.dataset.prepare_dataset
module
ssp.ml.dataset.prepare_dataset_main
module
ssp.ml.estimator
module
ssp.ml.estimator.text_feature_engineering
module
ssp.ml.metrics
module
ssp.ml.transformer
module
ssp.ml.transformer.ssp_labeller
module
ssp.ml.transformer.test_text_preprocessor
module
ssp.ml.transformer.text_preprocessor
module
ssp.posgress
module
ssp.posgress.dataset_base
module
ssp.snorkel
module
ssp.snorkel.labelling_function
module
ssp.snorkel.labelling_function_main
module
ssp.spark
module
ssp.spark.streaming
module
ssp.spark.streaming.analytics
module
ssp.spark.streaming.analytics.sentiment_analysis
module
ssp.spark.streaming.analytics.sentiment_analysis_main
module
ssp.spark.streaming.analytics.sentiment_analysis_test
module
ssp.spark.streaming.analytics.trending_hashtags
module
ssp.spark.streaming.analytics.trending_hashtags_main
module
ssp.spark.streaming.analytics.trending_hashtags_test
module
ssp.spark.streaming.common
module
ssp.spark.streaming.common.streamer_base
module
ssp.spark.streaming.common.twitter_streamer_base
module
ssp.spark.streaming.consumer
module
ssp.spark.streaming.consumer.tweet_web_scrappy
module
ssp.spark.streaming.consumer.twiteer_stream_consumer
module
ssp.spark.streaming.consumer.twiteer_stream_consumer_main
module
ssp.spark.streaming.ml
module
ssp.spark.streaming.ml.sentiment_analysis_model
module
ssp.spark.streaming.ml.sentiment_analysis_model_main
module
ssp.spark.streaming.nlp
module
ssp.spark.streaming.nlp.ner_extraction
module
ssp.spark.streaming.nlp.ner_extraction_main
module
ssp.spark.streaming.nlp.spark_dl_text_classification
module
ssp.spark.streaming.nlp.spark_dl_text_classification_main
module
ssp.spark.streaming.test_spark_stream_producer
module
ssp.spark.udf
module
ssp.spark.udf.spacy_ner_udf
module
ssp.spark.udf.spacy_ner_udf_test
module
ssp.spark.udf.tensorflow_serving_api_udf
module
ssp.spark.udf.tensorflow_serving_api_udf_test
module
ssp.spark.udf.textblob_sentiment_udf
module
ssp.spark.udf.textblob_sentiment_udf_test
module
ssp.utils
module
ssp.utils.ai_key_words
module
ssp.utils.config_manager
module
ssp.utils.configuration
module
ssp.utils.eda
module
ssp.utils.environment_setup
module
ssp.utils.misc
module
ssp.utils.multicore_df_apply
module
ssp.utils.postgresql
module
ssp.utils.singleton_metaclass
module
ssp.utils.sparksession
module
ssp.viz
module
ssp.viz.word_cloud
module
SSPLabelEvaluator (class in ssp.snorkel.labelling_function)
SSPLogger (class in ssp.logger.ssp_logger)
SSPMLDataset (class in ssp.ml.dataset.prepare_dataset)
SSPTextLabeler (class in ssp.ml.transformer.ssp_labeller)
SSPTweetLabeller (class in ssp.snorkel.labelling_function)
store_df_as_parquet() (ssp.posgress.dataset_base.PostgresqlConnection method)
str_to_level() (in module ssp.logger.python_logger)
StreamerBase (class in ssp.spark.streaming.common.streamer_base)
StreamingConfigs (class in ssp.utils.configuration)
structured_streaming_dump() (ssp.spark.streaming.common.streamer_base.StreamerBase method)
T
tables_list() (in module ssp.flask.tagger.app)
tag_table() (in module ssp.flask.tagger.app)
tagger() (in module ssp.flask.tagger.app)
test_get_ner() (in module ssp.flask.api_endpoint.test_spacy_ner_udf)
test_preprocess() (in module ssp.ml.transformer.test_text_preprocessor)
test_sentiment_analysis_members() (in module ssp.spark.streaming.analytics.sentiment_analysis_test)
test_spacy_ner_imports() (in module ssp.spark.udf.spacy_ner_udf_test)
test_spark_stream() (in module ssp.spark.streaming.test_spark_stream_producer)
test_tensorflow_serving_api_udf_imports() (in module ssp.spark.udf.tensorflow_serving_api_udf_test)
test_textblob_sentiment_udf_imports() (in module ssp.spark.udf.textblob_sentiment_udf_test)
test_trending_hash_tags_members() (in module ssp.spark.streaming.analytics.trending_hashtags_test)
text_clasification() (in module ssp.flask.api_endpoint.app)
textblob_sentiment_analysis_udf() (in module ssp.spark.udf.textblob_sentiment_udf)
TextFeatureEngineering (class in ssp.ml.estimator.text_feature_engineering)
TextPreProcessor (class in ssp.ml.transformer.text_preprocessor)
to_posgresql_table() (ssp.posgress.dataset_base.PostgresqlConnection method)
train() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
(ssp.spark.streaming.ml.sentiment_analysis_model.SentimentSparkModel method)
transform() (ssp.dl.tf.classifier.naive_text_classifier.NaiveTextClassifier method)
(ssp.ml.estimator.text_feature_engineering.TextFeatureEngineering method)
(ssp.ml.transformer.ssp_labeller.SSPTextLabeler method)
(ssp.ml.transformer.text_preprocessor.TextPreProcessor method)
(ssp.snorkel.labelling_function.SSPTweetLabeller method)
trending_hashtags() (in module ssp.flask.trending_hashtags.app)
trending_tags() (in module ssp.flask.trending_hashtags.app)
TrendingHashTags (class in ssp.spark.streaming.analytics.trending_hashtags)
TWEET_HASH_TAGS (ssp.utils.ai_key_words.AIKeyWords attribute)
TweetsListener (class in ssp.kafka.producer.twitter_producer)
TwitterDataset (class in ssp.spark.streaming.consumer.twiteer_stream_consumer)
TwitterProducer (class in ssp.kafka.producer.twitter_producer)
TwitterStreamerBase (class in ssp.spark.streaming.common.twitter_streamer_base)
V
visualize() (ssp.spark.streaming.common.streamer_base.StreamerBase method)
W
warn() (ssp.logger.python_logger.PythonLogger method)
(ssp.logger.spark_logger.SparkLogger method)
warning() (ssp.logger.ssp_logger.SSPLogger method)
Y
YagMail (class in ssp.logger.yagmail)