repo_name stringclasses 8
values | repo_url stringclasses 8
values | repo_description stringclasses 6
values | repo_stars int64 6 15.8k | repo_forks int64 192 3.6k | repo_last_updated stringclasses 8
values | repo_created_at stringclasses 8
values | repo_size int64 34 2.13k | repo_license stringclasses 4
values | language stringclasses 3
values | text stringlengths 0 6.32M | avg_line_length float64 0 28.5k | max_line_length int64 0 945k | alphnanum_fraction float64 0 0.91 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import os
import logging
from airflow import DAG
from airflow.utils.dates import days_ago
from airflow.operators.bash import BashOperator
from airflow.operators.python import PythonOperator
from google.cloud import storage
from airflow.providers.google.cloud.operators.bigquery import BigQueryCreateExternalTableOperat... | 32.423423 | 104 | 0.65031 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import os
from datetime import datetime
from airflow import DAG
from airflow.operators.bash import BashOperator
from airflow.operators.python import PythonOperator
from ingest_script import ingest_callable
AIRFLOW_HOME = os.environ.get("AIRFLOW_HOME", "/opt/airflow/")
PG_HOST = os.getenv('PG_HOST')
PG_USER = os... | 25.327273 | 92 | 0.639945 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import os
from time import time
import pandas as pd
from sqlalchemy import create_engine
def ingest_callable(user, password, host, port, db, table_name, csv_file, execution_date):
print(table_name, csv_file, execution_date)
engine = create_engine(f'postgresql://{user}:{password}@{host}:{port}/{db}')
en... | 27.306122 | 90 | 0.6443 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import os
from datetime import datetime
from airflow import DAG
from airflow.utils.dates import days_ago
from airflow.operators.bash import BashOperator
from airflow.operators.python import PythonOperator
from google.cloud import storage
PROJECT_ID = os.environ.get("GCP_PROJECT_ID", "pivotal-surfer-336713")
BUCKET = ... | 36.421687 | 128 | 0.66087 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import os
import logging
from datetime import datetime
from airflow import DAG
from airflow.utils.dates import days_ago
from airflow.operators.bash import BashOperator
from airflow.operators.python import PythonOperator
from google.cloud import storage
import pyarrow.csv as pv
import pyarrow.parquet as pq
PROJECT... | 32.393617 | 156 | 0.665127 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import os
import logging
from airflow import DAG
from airflow.utils.dates import days_ago
from airflow.providers.google.cloud.operators.bigquery import BigQueryCreateExternalTableOperator, BigQueryInsertJobOperator
from airflow.providers.google.cloud.transfers.gcs_to_gcs import GCSToGCSOperator
PROJECT_ID = os.enviro... | 33.890244 | 124 | 0.58951 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | from confluent_kafka import Producer
import argparse
import csv
from typing import Dict
from time import sleep
from settings import CONFLUENT_CLOUD_CONFIG, \
GREEN_TAXI_TOPIC, FHV_TAXI_TOPIC, \
GREEN_TRIP_DATA_PATH, FHV_TRIP_DATA_PATH
class RideCSVProducer:
def __init__(self, probs: Dict, ride_type: str... | 32.819444 | 81 | 0.587921 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import pyspark.sql.types as T
INPUT_DATA_PATH = '../../resources/rides.csv'
BOOTSTRAP_SERVERS = 'localhost:9092'
TOPIC_WINDOWED_VENDOR_ID_COUNT = 'vendor_counts_windowed'
PRODUCE_TOPIC_RIDES_CSV = CONSUME_TOPIC_RIDES_CSV = 'rides_csv'
RIDE_SCHEMA = T.StructType(
[T.StructField("vendor_id", T.IntegerType()),
... | 34 | 63 | 0.691265 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | from pyspark.sql import SparkSession
import pyspark.sql.functions as F
from settings import CONFLUENT_CLOUD_CONFIG, GREEN_TAXI_TOPIC, FHV_TAXI_TOPIC, RIDES_TOPIC, ALL_RIDE_SCHEMA
def read_from_kafka(consume_topic: str):
# Spark Streaming DataFrame, connect to Kafka topic served at host in bootrap.servers option
... | 39.87 | 197 | 0.666911 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | #!/usr/bin/env python
# coding: utf-8
import os
import argparse
from time import time
import pandas as pd
from sqlalchemy import create_engine
def main(params):
user = params.user
password = params.password
host = params.host
port = params.port
db = params.db
table_name = params.table_nam... | 29.417722 | 115 | 0.642798 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import sys
import pandas as pd
print(sys.argv)
day = sys.argv[1]
# some fancy stuff with pandas
print(f'job finished successfully for day = {day}') | 12.909091 | 51 | 0.723684 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import io
import os
import requests
import pandas as pd
from google.cloud import storage
"""
Pre-reqs:
1. `pip install pandas pyarrow google-cloud-storage`
2. Set GOOGLE_APPLICATION_CREDENTIALS to your project/service-account key
3. Set GCP_GCS_BUCKET as your bucket or change default value of BUCKET
"""
# services =... | 30.671642 | 93 | 0.642621 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | #!/usr/bin/env python
# coding: utf-8
import argparse
import pyspark
from pyspark.sql import SparkSession
from pyspark.sql import functions as F
parser = argparse.ArgumentParser()
parser.add_argument('--input_green', required=True)
parser.add_argument('--input_yellow', required=True)
parser.add_argument('--output'... | 21.75 | 72 | 0.690224 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | #!/usr/bin/env python
# coding: utf-8
import argparse
import pyspark
from pyspark.sql import SparkSession
from pyspark.sql import functions as F
parser = argparse.ArgumentParser()
parser.add_argument('--input_green', required=True)
parser.add_argument('--input_yellow', required=True)
parser.add_argument('--output'... | 22.069565 | 88 | 0.690422 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import argparse
from typing import Dict, List
from kafka import KafkaConsumer
from settings import BOOTSTRAP_SERVERS, CONSUME_TOPIC_RIDES_CSV
class RideCSVConsumer:
def __init__(self, props: Dict):
self.consumer = KafkaConsumer(**props)
def consume_from_kafka(self, topics: List[str]):
self.c... | 35.25 | 83 | 0.59632 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import csv
from time import sleep
from typing import Dict
from kafka import KafkaProducer
from settings import BOOTSTRAP_SERVERS, INPUT_DATA_PATH, PRODUCE_TOPIC_RIDES_CSV
def delivery_report(err, msg):
if err is not None:
print("Delivery failed for record {}: {}".format(msg.key(), err))
return
... | 33.571429 | 104 | 0.574644 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | from typing import List, Dict
class RideRecord:
def __init__(self, arr: List[str]):
self.vendor_id = int(arr[0])
self.passenger_count = int(arr[1])
self.trip_distance = float(arr[2])
self.payment_type = int(arr[3])
self.total_amount = float(arr[4])
@classmethod
de... | 21.648649 | 60 | 0.540024 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | from typing import Dict
class RideRecordKey:
def __init__(self, vendor_id):
self.vendor_id = vendor_id
@classmethod
def from_dict(cls, d: Dict):
return cls(vendor_id=d['vendor_id'])
def __repr__(self):
return f'{self.__class__.__name__}: {self.__dict__}'
def dict_to_ride_re... | 20.04 | 65 | 0.619048 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | from typing import List, Dict
from decimal import Decimal
from datetime import datetime
class Ride:
def __init__(self, arr: List[str]):
self.vendor_id = arr[0]
self.tpep_pickup_datetime = datetime.strptime(arr[1], "%Y-%m-%d %H:%M:%S"),
self.tpep_dropoff_datetime = datetime.strptime(arr[2],... | 32.396226 | 84 | 0.520068 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import faust
from taxi_rides import TaxiRide
from faust import current_event
app = faust.App('datatalksclub.stream.v3', broker='kafka://localhost:9092', consumer_auto_offset_reset="earliest")
topic = app.topic('datatalkclub.yellow_taxi_ride.json', value_type=TaxiRide)
high_amount_rides = app.topic('datatalks.yellow_t... | 31.318182 | 114 | 0.701408 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import csv
from json import dumps
from kafka import KafkaProducer
from time import sleep
producer = KafkaProducer(bootstrap_servers=['localhost:9092'],
key_serializer=lambda x: dumps(x).encode('utf-8'),
value_serializer=lambda x: dumps(x).encode('utf-8'))
file = open... | 36 | 162 | 0.648173 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import faust
from taxi_rides import TaxiRide
app = faust.App('datatalksclub.stream.v2', broker='kafka://localhost:9092')
topic = app.topic('datatalkclub.yellow_taxi_ride.json', value_type=TaxiRide)
@app.agent(topic)
async def start_reading(records):
async for record in records:
print(record)
if __name... | 19.823529 | 76 | 0.694051 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import faust
from taxi_rides import TaxiRide
app = faust.App('datatalksclub.stream.v2', broker='kafka://localhost:9092')
topic = app.topic('datatalkclub.yellow_taxi_ride.json', value_type=TaxiRide)
vendor_rides = app.Table('vendor_rides', default=int)
@app.agent(topic)
async def process(stream):
async for even... | 23.833333 | 76 | 0.704036 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | import faust
class TaxiRide(faust.Record, validation=True):
vendorId: str
passenger_count: int
trip_distance: float
payment_type: int
total_amount: float
| 16.7 | 46 | 0.704545 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | from datetime import timedelta
import faust
from taxi_rides import TaxiRide
app = faust.App('datatalksclub.stream.v2', broker='kafka://localhost:9092')
topic = app.topic('datatalkclub.yellow_taxi_ride.json', value_type=TaxiRide)
vendor_rides = app.Table('vendor_rides_windowed', default=int).tumbling(
timedelta(m... | 23.26087 | 76 | 0.710952 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Python | from pyspark.sql import SparkSession
import pyspark.sql.functions as F
from settings import RIDE_SCHEMA, CONSUME_TOPIC_RIDES_CSV, TOPIC_WINDOWED_VENDOR_ID_COUNT
def read_from_kafka(consume_topic: str):
# Spark Streaming DataFrame, connect to Kafka topic served at host in bootrap.servers option
df_stream = sp... | 35.586207 | 115 | 0.65449 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | /**
* Autogenerated by Avro
*
* DO NOT EDIT DIRECTLY
*/
package schemaregistry;
import org.apache.avro.generic.GenericArray;
import org.apache.avro.specific.SpecificData;
import org.apache.avro.util.Utf8;
import org.apache.avro.message.BinaryMessageEncoder;
import org.apache.avro.message.BinaryMessageDecoder;
impo... | 29.533473 | 377 | 0.659381 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | /**
* Autogenerated by Avro
*
* DO NOT EDIT DIRECTLY
*/
package schemaregistry;
import org.apache.avro.generic.GenericArray;
import org.apache.avro.specific.SpecificData;
import org.apache.avro.util.Utf8;
import org.apache.avro.message.BinaryMessageEncoder;
import org.apache.avro.message.BinaryMessageDecoder;
impo... | 30.317073 | 462 | 0.657858 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | /**
* Autogenerated by Avro
*
* DO NOT EDIT DIRECTLY
*/
package schemaregistry;
import org.apache.avro.generic.GenericArray;
import org.apache.avro.specific.SpecificData;
import org.apache.avro.util.Utf8;
import org.apache.avro.message.BinaryMessageEncoder;
import org.apache.avro.message.BinaryMessageDecoder;
impo... | 30.607966 | 344 | 0.675975 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
import com.opencsv.CSVReader;
import com.opencsv.exceptions.CsvException;
import io.confluent.kafka.serializers.AbstractKafkaAvroSerDeConfig;
import io.confluent.kafka.serializers.KafkaAvroSerializer;
import org.apache.kafka.clients.producer.KafkaProducer;
import org.apache.kafka.clients.producer.... | 44.767123 | 192 | 0.688323 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.clients.consumer.ConsumerRecord;
import org.apache.kafka.clients.consumer.KafkaConsumer;
import org.apache.kafka.clients.producer.ProducerConfig;
import org.example.data.Ride;
import java.time.Duration;
import java.t... | 42.631579 | 192 | 0.697104 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.common.serialization.Serdes;
import org.apache.kafka.streams.KafkaStreams;
import org.apache.kafka.streams.StreamsBuilder;
import org.apache.kafka.streams.StreamsConfig;
import org.apache.kafka.streams.Topology;
impor... | 42.175439 | 192 | 0.707724 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.common.serialization.Serdes;
import org.apache.kafka.streams.KafkaStreams;
import org.apache.kafka.streams.StreamsBuilder;
import org.apache.kafka.streams.StreamsConfig;
import org.apache.kafka.streams.Topology;
impor... | 50.922078 | 192 | 0.718039 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.common.serialization.Serdes;
import org.apache.kafka.streams.KafkaStreams;
import org.apache.kafka.streams.StreamsBuilder;
import org.apache.kafka.streams.StreamsConfig;
import org.apache.kafka.streams.Topology;
impor... | 41.983607 | 192 | 0.724151 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
import com.opencsv.CSVReader;
import com.opencsv.exceptions.CsvException;
import org.apache.kafka.clients.producer.*;
import org.apache.kafka.streams.StreamsConfig;
import org.example.data.Ride;
import java.io.FileReader;
import java.io.IOException;
import java.time.LocalDateTime;
import java.uti... | 44.278689 | 192 | 0.682361 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
import com.opencsv.exceptions.CsvException;
import org.apache.kafka.clients.producer.KafkaProducer;
import org.apache.kafka.clients.producer.ProducerConfig;
import org.apache.kafka.clients.producer.ProducerRecord;
import org.example.data.PickupLocation;
import java.io.IOException;
import java.tim... | 47.577778 | 192 | 0.730892 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
public class Secrets {
public static final String KAFKA_CLUSTER_KEY = "REPLACE_WITH_YOUR_KAFKA_CLUSTER_KEY";
public static final String KAFKA_CLUSTER_SECRET = "REPLACE_WITH_YOUR_KAFKA_CLUSTER_SECRET";
public static final String SCHEMA_REGISTRY_KEY = "REPLACE_WITH_SCHEMA_REGISTRY_KEY";... | 37.181818 | 95 | 0.761337 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
public class Topics {
public static final String INPUT_RIDE_TOPIC = "rides";
public static final String INPUT_RIDE_LOCATION_TOPIC = "rides_location";
public static final String OUTPUT_TOPIC = "vendor_info";
}
| 29.5 | 76 | 0.73251 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example.customserdes;
import io.confluent.kafka.serializers.AbstractKafkaAvroSerDeConfig;
import io.confluent.kafka.serializers.KafkaJsonDeserializer;
import io.confluent.kafka.serializers.KafkaJsonSerializer;
import io.confluent.kafka.streams.serdes.avro.SpecificAvroSerde;
import org.apache.avro.specific.... | 37.325581 | 122 | 0.763206 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example.data;
import java.time.LocalDateTime;
public class PickupLocation {
public PickupLocation(long PULocationID, LocalDateTime tpep_pickup_datetime) {
this.PULocationID = PULocationID;
this.tpep_pickup_datetime = tpep_pickup_datetime;
}
public PickupLocation() {
}
... | 22.352941 | 82 | 0.724747 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example.data;
import java.nio.DoubleBuffer;
import java.time.LocalDate;
import java.time.LocalDateTime;
import java.time.format.DateTimeFormatter;
public class Ride {
public Ride(String[] arr) {
VendorID = arr[0];
tpep_pickup_datetime = LocalDateTime.parse(arr[1], DateTimeFormatter.ofP... | 35.56 | 112 | 0.681445 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example.data;
import java.time.LocalDateTime;
public class VendorInfo {
public VendorInfo(String vendorID, long PULocationID, LocalDateTime pickupTime, LocalDateTime lastDropoffTime) {
VendorID = vendorID;
this.PULocationID = PULocationID;
this.pickupTime = pickupTime;
... | 23.590909 | 116 | 0.72037 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.common.internals.Topic;
import org.apache.kafka.common.serialization.Serdes;
import org.apache.kafka.streams.*;
import org.example.customserdes.CustomSerdes;
import org.example.data.PickupLocation;
import org.example.... | 44.460317 | 178 | 0.754803 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example;
import org.apache.kafka.common.serialization.Serdes;
import org.apache.kafka.streams.*;
import org.example.customserdes.CustomSerdes;
import org.example.data.Ride;
import org.example.helper.DataGeneratorHelper;
import org.junit.jupiter.api.AfterAll;
import org.junit.jupiter.api.BeforeEach;
import ... | 37.7375 | 139 | 0.715623 |
data-engineering-zoomcamp | https://github.com/DataTalksClub/data-engineering-zoomcamp | Free Data Engineering course! | 15,757 | 3,602 | 2023-12-05 01:08:47+00:00 | 2021-10-21 09:32:50+00:00 | 1,561 | null | Java | package org.example.helper;
import org.example.data.PickupLocation;
import org.example.data.Ride;
import org.example.data.VendorInfo;
import java.time.LocalDateTime;
import java.time.format.DateTimeFormatter;
import java.util.List;
public class DataGeneratorHelper {
public static Ride generateRide() {
va... | 38 | 145 | 0.715286 |
awesome-data-engineering | https://github.com/igorbarinov/awesome-data-engineering | A curated list of data engineering tools for software developers | 5,457 | 1,029 | 2023-12-04 22:33:30+00:00 | 2015-06-18 19:39:42+00:00 | 226 | Creative Commons Zero v1.0 Universal | Misc | name: CI
on:
pull_request:
branches: [master]
jobs:
Awesome_Lint:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
with:
fetch-depth: 0
- run: npx awesome-lint
| 15.615385 | 33 | 0.576744 |
awesome-data-engineering | https://github.com/igorbarinov/awesome-data-engineering | A curated list of data engineering tools for software developers | 5,457 | 1,029 | 2023-12-04 22:33:30+00:00 | 2015-06-18 19:39:42+00:00 | 226 | Creative Commons Zero v1.0 Universal | Misc | # Awesome Data Engineering [](https://github.com/sindresorhus/awesome)
> A curated list of awesome things related to Data Engineering.
## Contents
- [Databases](#databases)
- [Data Ingestion](#data-ingestion)
- [File System](#file-system)
- [Serialization format](#serial... | 96.40411 | 388 | 0.766288 |
awesome-data-engineering | https://github.com/igorbarinov/awesome-data-engineering | A curated list of data engineering tools for software developers | 5,457 | 1,029 | 2023-12-04 22:33:30+00:00 | 2015-06-18 19:39:42+00:00 | 226 | Creative Commons Zero v1.0 Universal | Misc | # Contribution Guidelines
Please ensure your pull request adheres to the following guidelines:
- Search previous suggestions before making a new one, as yours may be a duplicate.
- Make sure your list is useful before submitting. That implies it having enough content and every item a good succinct description.
- Link... | 52.4 | 132 | 0.794752 |
awesome-data-engineering | https://github.com/igorbarinov/awesome-data-engineering | A curated list of data engineering tools for software developers | 5,457 | 1,029 | 2023-12-04 22:33:30+00:00 | 2015-06-18 19:39:42+00:00 | 226 | Creative Commons Zero v1.0 Universal | Misc | CC0 1.0 Universal
Statement of Purpose
The laws of most jurisdictions throughout the world automatically confer exclusive Copyright and Related Rights (defined below) upon the creator and subsequent owner(s) (each and all, an "owner") of an original work of authorship and/or a database (each, a "Work").
Certain owne... | 157.02439 | 1,460 | 0.810898 |
Data-Engineering-HowTo | https://github.com/adilkhash/Data-Engineering-HowTo | A list of useful resources to learn Data Engineering from scratch | 2,916 | 420 | 2023-12-04 22:40:42+00:00 | 2019-03-28 07:43:26+00:00 | 39 | null | Misc | # How To Become a Data Engineer
### Useful articles
- [The AI Hierarchy of Needs](https://hackernoon.com/the-ai-hierarchy-of-needs-18f111fcc007)
- [The Rise of Data Engineer](https://medium.freecodecamp.org/the-rise-of-the-data-engineer-91be18f1e603)
- [The Downfall of the Data Engineer](https://medium.com/@maximebeau... | 86.565217 | 269 | 0.779919 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | # Data Engineering Projects
## Project 1: Data Modeling with Postgres
In this project, we apply Data Modeling with Postgres and build an ETL pipeline using Python. A startup wants to analyze the data they've been collecting on son... | 73.425532 | 367 | 0.794109 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | �PNG
IHDR � 5��S �PLTEFFFIIIrqqUTT���MON�RC�VH�2$�RC��КRF[[Z���eee3Ȍ���������```lkk���������������xww}}}���������������������������;�pAmZtttnE;6���L:߮Cǀ7�?0̾�` �����{�.� ��IDATx��[�>�sV�L���mnӯ.g
�� ��sO���AqZ�熋��-���=MbUS @��) �Z * �b * �b * �b * �b * �b * �b * �b... | 248.422907 | 1,098 | 0.262178 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | AWSTemplateFormatVersion: '2010-09-09'
Description: Airflow server backed by Postgres RDS
Parameters:
KeyName:
Description: Name of an existing EC2 KeyPair to enable SSH access into the Airflow web server
Type: AWS::EC2::KeyPair::KeyName
ConstraintDescription: Must be the name of an existing EC2 KeyPair... | 32.689139 | 287 | 0.63131 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | 0 | 0 | 0 | |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | ## Data Orchestration Pipeline Using Amazon EMR and Apache Livy
## Setting up Airflow using AWS CloudFormation script
Script is available publically and can be imported from - https://s3.amazonaws.com/aws-bi... | 44.652174 | 312 | 0.758654 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | �PNG
IHDR � 6 @�\ sRGB �� � gAMA �� �a pHYs % %IR$� ��IDATx^���dř��ߢ �P(���O�V�J�X@ ��E-b%��
�f� �`#��=�A���a�{� ���ʮ�����T��ꮞ���;��T�<�yҝ���6[�tu�$I�$I�$I�$I�$I���LiI�$I�$I�$I�$I�$iܴٞ����_ tb_�2�'I�$I�$I�$I�$I��)+�v�K]5���M�dJK�$I�$I�$I�$I�$U+�x�C]1�� M�dJK�$I�$I�$I�$I�$�W�... | 337.471429 | 2,746 | 0.275957 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":null,"auth":"Logged In","firstName":"Walter","gender":"M","itemInSession":0,"lastName":"Frye","length":null,"level":"free","location":"San Francisco-Oakland-Hayward, CA","method":"GET","page":"Home","registration":1540919166796.0,"sessionId":38,"song":null,"status":200,"ts":1541105830796,"userAgent":"\"Mozill... | 475.8 | 531 | 0.697805 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"N.E.R.D. FEATURING MALICE","auth":"Logged In","firstName":"Jayden","gender":"M","itemInSession":0,"lastName":"Fox","length":288.9922,"level":"free","location":"New Orleans-Metairie, LA","method":"PUT","page":"NextSong","registration":1541033612796.0,"sessionId":184,"song":"Am I High (Feat. Malice)","status":... | 487.807018 | 684 | 0.699109 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":null,"auth":"Logged Out","firstName":null,"gender":null,"itemInSession":0,"lastName":null,"length":null,"level":"free","location":null,"method":"PUT","page":"Login","registration":null,"sessionId":52,"song":null,"status":307,"ts":1541207073796,"userAgent":null,"userId":""}
{"artist":null,"auth":"Logged In","f... | 486.252252 | 543 | 0.697101 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":null,"auth":"Logged In","firstName":"Theodore","gender":"M","itemInSession":0,"lastName":"Smith","length":null,"level":"free","location":"Houston-The Woodlands-Sugar Land, TX","method":"GET","page":"Home","registration":1540306145796.0,"sessionId":154,"song":null,"status":200,"ts":1541290555796,"userAgent":"M... | 452.291005 | 575 | 0.696222 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"A Fine Frenzy","auth":"Logged In","firstName":"Anabelle","gender":"F","itemInSession":0,"lastName":"Simpson","length":267.91138,"level":"free","location":"Philadelphia-Camden-Wilmington, PA-NJ-DE-MD","method":"PUT","page":"NextSong","registration":1541044398796.0,"sessionId":256,"song":"Almost Lover (Album V... | 462.960784 | 649 | 0.697171 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":null,"auth":"Logged In","firstName":"Adler","gender":"M","itemInSession":0,"lastName":"Barrera","length":null,"level":"free","location":"New York-Newark-Jersey City, NY-NJ-PA","method":"GET","page":"Home","registration":1540835983796.0,"sessionId":248,"song":null,"status":200,"ts":1541470364796,"userAgent":"\... | 462.98913 | 528 | 0.696075 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Miami Horror","auth":"Logged In","firstName":"Kate","gender":"F","itemInSession":88,"lastName":"Harrell","length":250.8273,"level":"paid","location":"Lansing-East Lansing, MI","method":"PUT","page":"NextSong","registration":1540472624796.0,"sessionId":293,"song":"Sometimes","status":200,"ts":1541548876796,"u... | 481.772277 | 552 | 0.698787 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":null,"auth":"Logged In","firstName":"Dominick","gender":"M","itemInSession":0,"lastName":"Norris","length":null,"level":"free","location":"Los Angeles-Long Beach-Anaheim, CA","method":"GET","page":"Home","registration":1540975502796.0,"sessionId":44,"song":null,"status":200,"ts":1541635950796,"userAgent":"\"M... | 457.381166 | 538 | 0.697813 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Muse","auth":"Logged In","firstName":"Harper","gender":"M","itemInSession":1,"lastName":"Barrett","length":209.50159,"level":"paid","location":"New York-Newark-Jersey City, NY-NJ-PA","method":"PUT","page":"NextSong","registration":1540685364796.0,"sessionId":275,"song":"Supermassive Black Hole (Twilight Soun... | 475.342756 | 662 | 0.697145 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Hoobastank","auth":"Logged In","firstName":"Cierra","gender":"F","itemInSession":0,"lastName":"Finley","length":241.3971,"level":"free","location":"Richmond, VA","method":"PUT","page":"NextSong","registration":1541013292796.0,"sessionId":132,"song":"Say The Same","status":200,"ts":1541808927796,"userAgent":"... | 458.135417 | 574 | 0.696796 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Frumpies","auth":"Logged In","firstName":"Anabelle","gender":"F","itemInSession":0,"lastName":"Simpson","length":134.47791,"level":"free","location":"Philadelphia-Camden-Wilmington, PA-NJ-DE-MD","method":"PUT","page":"NextSong","registration":1541044398796.0,"sessionId":455,"song":"Fuck Kitty","status":200,"... | 459.126316 | 560 | 0.698543 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":null,"auth":"Logged In","firstName":"Celeste","gender":"F","itemInSession":0,"lastName":"Williams","length":null,"level":"free","location":"Klamath Falls, OR","method":"GET","page":"Home","registration":1541077528796.0,"sessionId":438,"song":null,"status":200,"ts":1541990217796,"userAgent":"\"Mozilla\/5.0 (Wi... | 467.802817 | 579 | 0.696597 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":null,"auth":"Logged In","firstName":"Kevin","gender":"M","itemInSession":0,"lastName":"Arellano","length":null,"level":"free","location":"Harrisburg-Carlisle, PA","method":"GET","page":"Home","registration":1540006905796.0,"sessionId":514,"song":null,"status":200,"ts":1542069417796,"userAgent":"\"Mozilla\/5.0... | 473.180203 | 604 | 0.696953 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"The Grass Roots","auth":"Logged In","firstName":"Sara","gender":"F","itemInSession":72,"lastName":"Johnson","length":166.71302,"level":"paid","location":"Winston-Salem, NC","method":"PUT","page":"NextSong","registration":1540809153796.0,"sessionId":411,"song":"Let's Live For Today","status":200,"ts":15421538... | 474.415755 | 693 | 0.697939 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Harmonia","auth":"Logged In","firstName":"Ryan","gender":"M","itemInSession":0,"lastName":"Smith","length":655.77751,"level":"free","location":"San Jose-Sunnyvale-Santa Clara, CA","method":"PUT","page":"NextSong","registration":1541016707796.0,"sessionId":583,"song":"Sehr kosmisch","status":200,"ts":15422418... | 455.180113 | 559 | 0.698309 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Mudhoney","auth":"Logged In","firstName":"Aleena","gender":"F","itemInSession":10,"lastName":"Kirby","length":231.57506,"level":"paid","location":"Waterloo-Cedar Falls, IA","method":"PUT","page":"NextSong","registration":1541022995796.0,"sessionId":637,"song":"Get Into Yours","status":200,"ts":1542326457796,... | 458.403141 | 608 | 0.697768 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Kenny G","auth":"Logged In","firstName":"Chloe","gender":"F","itemInSession":53,"lastName":"Cuevas","length":256.57424,"level":"paid","location":"San Francisco-Oakland-Hayward, CA","method":"PUT","page":"NextSong","registration":1540940782796.0,"sessionId":648,"song":"Everlasting","status":200,"ts":154241294... | 452.184932 | 601 | 0.696481 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Rokia Traor\u00c3\u0083\u00c2\u00a9","auth":"Logged In","firstName":"Stefany","gender":"F","itemInSession":0,"lastName":"White","length":274.88608,"level":"free","location":"Lubbock, TX","method":"PUT","page":"NextSong","registration":1540708070796.0,"sessionId":693,"song":"Zen","status":200,"ts":15425084017... | 481.573248 | 557 | 0.69852 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":null,"auth":"Logged In","firstName":"Lily","gender":"F","itemInSession":0,"lastName":"Burns","length":null,"level":"free","location":"New York-Newark-Jersey City, NY-NJ-PA","method":"GET","page":"Home","registration":1540621059796.0,"sessionId":689,"song":null,"status":200,"ts":1542592468796,"userAgent":"\"Mo... | 460.159021 | 549 | 0.698113 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"The Killers","auth":"Logged In","firstName":"Jayden","gender":"M","itemInSession":32,"lastName":"Graves","length":246.80444,"level":"paid","location":"Marinette, WI-MI","method":"PUT","page":"NextSong","registration":1540664184796.0,"sessionId":594,"song":"Read My Mind","status":200,"ts":1542672042796,"userA... | 460.720317 | 585 | 0.697573 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":null,"auth":"Logged Out","firstName":null,"gender":null,"itemInSession":0,"lastName":null,"length":null,"level":"free","location":null,"method":"PUT","page":"Login","registration":null,"sessionId":741,"song":null,"status":307,"ts":1542760054796,"userAgent":null,"userId":""}
{"artist":null,"auth":"Logged In","... | 468.224371 | 665 | 0.699157 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Dee Dee Bridgewater","auth":"Logged In","firstName":"Lily","gender":"F","itemInSession":38,"lastName":"Koch","length":318.64118,"level":"paid","location":"Chicago-Naperville-Elgin, IL-IN-WI","method":"PUT","page":"NextSong","registration":1541048010796.0,"sessionId":818,"song":"La Vie En Rose","status":200,"... | 470.244898 | 543 | 0.698014 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Great Lake Swimmers","auth":"Logged In","firstName":"Kevin","gender":"M","itemInSession":0,"lastName":"Arellano","length":215.11791,"level":"free","location":"Harrisburg-Carlisle, PA","method":"PUT","page":"NextSong","registration":1540006905796.0,"sessionId":815,"song":"Your Rocky Spine","status":200,"ts":1... | 462.705686 | 586 | 0.697916 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"The Future Sound of London","auth":"Logged In","firstName":"Ryan","gender":"M","itemInSession":0,"lastName":"Smith","length":405.28934,"level":"free","location":"San Jose-Sunnyvale-Santa Clara, CA","method":"PUT","page":"NextSong","registration":1541016707796.0,"sessionId":873,"song":"Papua New Guinea","stat... | 474.47486 | 601 | 0.699599 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"matchbox twenty","auth":"Logged In","firstName":"Jayden","gender":"F","itemInSession":0,"lastName":"Duffy","length":177.65832,"level":"free","location":"Seattle-Tacoma-Bellevue, WA","method":"PUT","page":"NextSong","registration":1540146037796.0,"sessionId":846,"song":"Argue (LP Version)","status":200,"ts":1... | 443.322034 | 515 | 0.697681 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Muse","auth":"Logged In","firstName":"Jordan","gender":"F","itemInSession":3,"lastName":"Hicks","length":259.26485,"level":"free","location":"Salinas, CA","method":"PUT","page":"NextSong","registration":1540008898796.0,"sessionId":814,"song":"Supermassive Black Hole [Phones Control Voltage Remix]","status":2... | 456.692593 | 552 | 0.699561 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Barry Tuckwell\/Academy of St Martin-in-the-Fields\/Sir Neville Marriner","auth":"Logged In","firstName":"Mohammad","gender":"M","itemInSession":0,"lastName":"Rodriguez","length":277.15873,"level":"paid","location":"Sacramento--Roseville--Arden-Arcade, CA","method":"PUT","page":"NextSong","registration":1540... | 466.412541 | 614 | 0.699276 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Mitch Ryder & The Detroit Wheels","auth":"Logged In","firstName":"Tegan","gender":"F","itemInSession":65,"lastName":"Levine","length":205.03465,"level":"paid","location":"Portland-South Portland, ME","method":"PUT","page":"NextSong","registration":1540794356796.0,"sessionId":992,"song":"Jenny Take A Ride (LP... | 467.616628 | 604 | 0.697639 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Sydney Youngblood","auth":"Logged In","firstName":"Jacob","gender":"M","itemInSession":53,"lastName":"Klein","length":238.07955,"level":"paid","location":"Tampa-St. Petersburg-Clearwater, FL","method":"PUT","page":"NextSong","registration":1540558108796.0,"sessionId":954,"song":"Ain't No Sunshine","status":2... | 459.784153 | 588 | 0.698463 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"artist":"Stephen Lynch","auth":"Logged In","firstName":"Jayden","gender":"M","itemInSession":0,"lastName":"Bell","length":182.85669,"level":"free","location":"Dallas-Fort Worth-Arlington, TX","method":"PUT","page":"NextSong","registration":1540991795796.0,"sessionId":829,"song":"Jim Henson's Dead","status":200,"ts":1... | 455.731959 | 577 | 0.698298 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | Bud1 mp ... | 6,148 | 6,148 | 0.026187 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "ARD7TVE1187B99BFB1", "artist_latitude": null, "artist_longitude": null, "artist_location": "California - LA", "artist_name": "Casual", "song_id": "SOMZWCG12A8C13C480", "title": "I Didn't Mean To", "duration": 218.93179, "year": 0} | 261 | 261 | 0.67433 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "ARMJAGH1187FB546F3", "artist_latitude": 35.14968, "artist_longitude": -90.04892, "artist_location": "Memphis, TN", "artist_name": "The Box Tops", "song_id": "SOCIWDW12A8C13D406", "title": "Soul Deep", "duration": 148.03546, "year": 1969} | 268 | 268 | 0.679104 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "ARKRRTF1187B9984DA", "artist_latitude": null, "artist_longitude": null, "artist_location": "", "artist_name": "Sonora Santanera", "song_id": "SOXVLOJ12AB0189215", "title": "Amor De Cabaret", "duration": 177.47546, "year": 0} | 255 | 255 | 0.682353 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "AR7G5I41187FB4CE6C", "artist_latitude": null, "artist_longitude": null, "artist_location": "London, England", "artist_name": "Adam Ant", "song_id": "SONHOTT12A8C13493C", "title": "Something Girls", "duration": 233.40363, "year": 1982} | 265 | 265 | 0.690566 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "ARXR32B1187FB57099", "artist_latitude": null, "artist_longitude": null, "artist_location": "", "artist_name": "Gob", "song_id": "SOFSOCN12A8C143F5D", "title": "Face the Ashes", "duration": 209.60608, "year": 2007} | 244 | 244 | 0.672131 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "ARKFYS91187B98E58F", "artist_latitude": null, "artist_longitude": null, "artist_location": "", "artist_name": "Jeff And Sheri Easter", "song_id": "SOYMRWW12A6D4FAB14", "title": "The Moon And I (Ordinary Day Album Version)", "duration": 267.7024, "year": 0} | 287 | 287 | 0.686411 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "ARD0S291187B9B7BF5", "artist_latitude": null, "artist_longitude": null, "artist_location": "Ohio", "artist_name": "Rated R", "song_id": "SOMJBYD12A6D4F8557", "title": "Keepin It Real (Skit)", "duration": 114.78159, "year": 0} | 256 | 256 | 0.671875 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "AR10USD1187B99F3F1", "artist_latitude": null, "artist_longitude": null, "artist_location": "Burlington, Ontario, Canada", "artist_name": "Tweeterfriendly Music", "song_id": "SOHKNRJ12A6701D1F8", "title": "Drop of Rain", "duration": 189.57016, "year": 0} | 284 | 284 | 0.700704 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "AR8ZCNI1187B9A069B", "artist_latitude": null, "artist_longitude": null, "artist_location": "", "artist_name": "Planet P Project", "song_id": "SOIAZJW12AB01853F1", "title": "Pink World", "duration": 269.81832, "year": 1984} | 253 | 253 | 0.679842 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "ARNTLGG11E2835DDB9", "artist_latitude": null, "artist_longitude": null, "artist_location": "", "artist_name": "Clp", "song_id": "SOUDSGM12AC9618304", "title": "Insatiable (Instrumental Version)", "duration": 266.39628, "year": 0} | 260 | 260 | 0.684615 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "ARGSJW91187B9B1D6B", "artist_latitude": 35.21962, "artist_longitude": -80.01955, "artist_location": "North Carolina", "artist_name": "JennyAnyKind", "song_id": "SOQHXMF12AB0182363", "title": "Young Boy Blues", "duration": 218.77506, "year": 0} | 274 | 274 | 0.693431 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "ARC43071187B990240", "artist_latitude": null, "artist_longitude": null, "artist_location": "Wisner, LA", "artist_name": "Wayne Watson", "song_id": "SOKEJEJ12A8C13E0D0", "title": "The Urgency (LP Version)", "duration": 245.21098, "year": 0} | 270 | 270 | 0.681481 |
Udacity-Data-Engineering-Projects | https://github.com/san089/Udacity-Data-Engineering-Projects | Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development. | 1,219 | 433 | 2023-12-04 20:08:27+00:00 | 2020-01-20 22:50:03+00:00 | 2,128 | Other | Misc | {"num_songs": 1, "artist_id": "ARL7K851187B99ACD2", "artist_latitude": null, "artist_longitude": null, "artist_location": "", "artist_name": "Andy Andy", "song_id": "SOMUYGI12AB0188633", "title": "La Culpa", "duration": 226.35057, "year": 0} | 241 | 241 | 0.66805 |
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