├── .dockerignore ├── .gitignore ├── 600_458934171.jpeg ├── Create-Your-Revenue-Forecast-The-Easy-Way-1.png ├── Dockerfile ├── Git update tips for this project ├── Git-bash output.txt ├── LICENSE ├── README.md ├── Untitled.ipynb ├── Vagrantfile ├── aws ├── block.device.mappings.json └── ec2_bootstrap.sh ├── bootstrap.sh ├── ch02 ├── Introduction to PySpark.ipynb ├── airflow_test.py ├── elasticsearch.sh ├── flask_pymongo.py ├── flatmap.py ├── groupby.py ├── histogram.py ├── load_on_time_performance.py ├── mongo.js ├── pyspark_elasticsearch.py ├── pyspark_mongodb.py ├── pyspark_streaming.py ├── pyspark_task_one.py ├── pyspark_task_two.py ├── python_kafka.py ├── setup_airflow_test.sh ├── spark.py ├── sql.py ├── test_elasticsearch.py ├── test_elasticsearch.sh ├── test_json.py ├── test_pymongo.py ├── test_pymongo_2.py └── web │ ├── static │ ├── bootstrap-theme.min.css │ ├── bootstrap.min.css │ ├── bootstrap.min.js │ └── d3.v3.min.js │ ├── templates │ └── table.html │ ├── test_flask.py │ └── test_flask_bootstrap.py ├── ch04 ├── code.txt ├── convert_data.py ├── download.sh ├── errata.txt ├── load_on_time_pyspark.py ├── mongo.js ├── pyspark_to_elasticsearch.py ├── pyspark_to_mongo.py ├── terminal_6_1_2017 └── web │ ├── __init__.py │ ├── config.py │ ├── on_time_flask.py │ ├── on_time_flask_template.py │ ├── on_time_flask_template_3.py │ ├── on_time_performance_template_2.py │ ├── static │ ├── bootstrap-theme.min.css │ ├── bootstrap.min.css │ ├── bootstrap.min.js │ └── d3.v3.min.js │ └── templates │ ├── flight.html │ ├── flights.html │ ├── layout.html │ ├── macros.jnj │ └── search.html ├── ch05 ├── assess_airplanes.py ├── assess_faa.py ├── code.txt ├── console_history ├── errata.txt ├── extract_airplanes.py ├── install.sh ├── mongo.js ├── save_tail_numbers.py ├── total_flights.py └── web │ ├── chart_flask.py │ ├── static │ ├── app.js │ ├── bootstrap-theme.min.css │ ├── bootstrap.min.css │ ├── bootstrap.min.js │ ├── d3.v3.min.js │ ├── jquery-1.12.2.min.js │ ├── nv.d3.css │ └── nv.d3.min.js │ └── templates │ ├── flight.html │ ├── flights.html │ ├── flights_per_airplane.html │ ├── layout.html │ ├── search.html │ ├── total_flights.html │ └── total_flights_chart.html ├── ch06 ├── add_name_to_airlines.py ├── airplanes_mapping.json ├── airplanes_to_elasticsearch.py ├── analyze_airplanes.py ├── analyze_airplanes_again.py ├── ch6_terminal_output ├── create_airplanes_index.sh ├── enrich_airlines_wikipedia.py ├── errors ├── extract_airlines.py ├── extract_airports.py ├── import_airlines.sh ├── our_airlines.jsonl ├── our_airlines_with_wiki.jsonl ├── prepare_airplanes.py ├── resolve_airplane_manufacturers.py ├── scrape_faa.py ├── test_elastic_airplanes.sh └── web │ ├── __init__.py │ ├── config.py │ ├── report_flask.py │ ├── search_helpers.py │ └── templates │ ├── airlines.html │ ├── all_airlines.html │ ├── all_airplanes.html │ ├── flight.html │ ├── flights.html │ ├── flights_per_airplane.html │ ├── layout.html │ ├── macros.jnj │ ├── search.html │ ├── total_flights.html │ └── total_flights_chart.html ├── ch07 ├── Predicting flight delays with sklearn.ipynb ├── ch7_python_console ├── ch7_terminal_output ├── explore_delays.py ├── extract_features.py ├── train_sklearn_model.py └── train_spark_mllib_model.py ├── ch08 ├── airflow │ └── setup.py ├── ch08_terminal_output ├── code_errors ├── download_data.sh ├── extract_features.py ├── fetch_prediction_requests.py ├── import_distances.sh ├── kafka_test.py ├── links.txt ├── load_prediction_results.py ├── make_predictions.py ├── make_predictions_streaming.py ├── origin_dest_distances.py ├── python_kafka_consumer.py ├── python_kafka_producer.py ├── streaming_test.py ├── test.ipynb ├── test_airflow.sh ├── test_classification_api.sh ├── test_regression_api.sh ├── train_spark_mllib_model.py └── web │ ├── __init__.py │ ├── config.py │ ├── predict_flask.py │ ├── predict_utils.py │ ├── static │ ├── airplanes.js │ ├── app.js │ ├── bar.css │ ├── barchart.js │ ├── bootstrap-theme.min.css │ ├── bootstrap.min.css │ ├── bootstrap.min.js │ ├── d3.v3.min.js │ ├── flight_delay_predict_polling.js │ ├── jquery-1.12.2.min.js │ ├── nv.d3.css │ └── nv.d3.min.js │ └── templates │ ├── airlines.html │ ├── all_airlines.html │ ├── all_airplanes.html │ ├── delays.html │ ├── flight.html │ ├── flight_delays_predict.html │ ├── flight_delays_predict_batch.html │ ├── flight_delays_predict_batch_results.html │ ├── flight_delays_predict_kafka.html │ ├── flights.html │ ├── flights_per_airplane.html │ ├── layout.html │ ├── macros.jnj │ ├── search.html │ ├── total_flights.html │ └── total_flights_chart.html ├── ch09 ├── Debugging Prediction Problems.ipynb ├── Improving flight delay predictions with sklearn.ipynb ├── baseline_spark_mllib_model.py ├── explore_delays.py ├── extract_features.py ├── extract_features_with_airplanes.py ├── extract_features_with_flight_time.py ├── improve_sklearn_model.py ├── improved_spark_mllib_model.py ├── make_predictions_final.py ├── make_predictions_streaming_final.py ├── spark_model_with_airplanes.py ├── spark_model_with_flight_time.py └── train_spark_mllib_model.py ├── ch10 ├── convert_observations.py ├── explore_weather.py ├── load_weather.py ├── match_airport_with_weather_station.py ├── match_reports_with_flights.py ├── spark_model_with_weather.py └── web │ ├── __init__.py │ ├── config.py │ ├── predict_flask.py │ ├── predict_utils.py │ ├── static │ ├── airplanes.js │ ├── app.js │ ├── bar.css │ ├── barchart.js │ ├── bootstrap-theme.min.css │ ├── bootstrap.min.css │ ├── bootstrap.min.js │ ├── calendar.js │ ├── calendar.min.css │ ├── d3.v3.min.js │ ├── flight_delay_predict_polling.js │ ├── jquery-1.12.2.min.js │ ├── nv.d3.css │ └── nv.d3.min.js │ └── templates │ ├── airlines.html │ ├── all_airlines.html │ ├── all_airplanes.html │ ├── daily_weather_station.html │ ├── delays.html │ ├── flight.html │ ├── flight_delays_predict.html │ ├── flight_delays_predict_batch.html │ ├── flight_delays_predict_batch_results.html │ ├── flight_delays_predict_kafka.html │ 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