repo_name stringclasses 5
values | repo_url stringclasses 5
values | repo_description stringclasses 3
values | repo_stars int64 6 15.8k | repo_forks int64 192 3.6k | repo_last_updated stringclasses 5
values | repo_created_at stringclasses 5
values | repo_size int64 513 2.13k | repo_license stringclasses 4
values | language stringclasses 2
values | text stringlengths 0 27.5k | avg_line_length float64 0 74.3 | max_line_length int64 0 652 | alphnanum_fraction float64 0 0.8 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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 |
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 | Python | from datetime import datetime, timedelta
from airflow import DAG
from airflow.operators.dummy_operator import DummyOperator
from airflow.operators import LoadDimensionOperator
from helpers import SqlQueries
def load_dimension_subdag(
parent_dag_name,
task_id,
redshift_conn_id,
sql_statement,
delet... | 23.333333 | 58 | 0.657064 |
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 | Python | from datetime import datetime, timedelta
import os
from airflow import DAG
from airflow.operators.dummy_operator import DummyOperator
from airflow.operators import ( CreateTableOperator, StageToRedshiftOperator, LoadFactOperator,
LoadDimensionOperator, DataQualityOperator)
from helpers i... | 27.06962 | 172 | 0.657871 |
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 | Python | 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 | Python | import configparser
# CONFIG
config = configparser.ConfigParser()
config.read('dwh.cfg')
# DROP TABLES
staging_events_table_drop = "DROP TABle IF EXISTS staging_events;"
staging_songs_table_drop = "DROP TABLE IF EXISTS staging_songs;"
songplay_table_drop = "DROP TABLE IF EXISTS songplays;"
user_table_drop = "DROP T... | 23.429952 | 181 | 0.68038 |
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 | Python | from airflow.hooks.postgres_hook import PostgresHook
from airflow.models import BaseOperator
from airflow.utils.decorators import apply_defaults
class CreateTableOperator(BaseOperator):
ui_color = '#358140'
@apply_defaults
def __init__(self, redshift_conn_id = "", *args, **kwargs):
super... | 26.7 | 80 | 0.651807 |
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 | Python | from airflow.hooks.postgres_hook import PostgresHook
from airflow.models import BaseOperator
from airflow.utils.decorators import apply_defaults
class DataQualityOperator(BaseOperator):
ui_color = '#89DA59'
@apply_defaults
def __init__(self,
redshift_conn_id="",
tables =... | 36.823529 | 94 | 0.595331 |
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 | Python | from airflow.hooks.postgres_hook import PostgresHook
from airflow.models import BaseOperator
from airflow.utils.decorators import apply_defaults
class LoadDimensionOperator(BaseOperator):
ui_color = '#80BD9E'
@apply_defaults
def __init__(self,
redshift_conn_id="",
sql_qu... | 36.65625 | 116 | 0.622924 |
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 | Python | from airflow.hooks.postgres_hook import PostgresHook
from airflow.models import BaseOperator
from airflow.utils.decorators import apply_defaults
class LoadFactOperator(BaseOperator):
ui_color = '#F98866'
@apply_defaults
def __init__(self,
redshift_conn_id="",
sql_query =... | 27.416667 | 78 | 0.621145 |
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 | Python | from airflow.hooks.postgres_hook import PostgresHook
from airflow.models import BaseOperator
from airflow.utils.decorators import apply_defaults
from airflow.contrib.hooks.aws_hook import AwsHook
class StageToRedshiftOperator(BaseOperator):
ui_color = '#358140'
copy_query = " COPY {} \
FROM '{}' \
... | 37.280702 | 141 | 0.577258 |
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 | Python | import configparser
from pathlib import Path
config = configparser.ConfigParser()
config.read_file(open(f"{Path(__file__).parents[0]}/config.cfg"))
api_key = config['KEYS']['API_KEY']
headers = {'Authorization': 'Bearer %s' % api_key} | 28.625 | 65 | 0.711864 |
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 | Python | # This is request module of this project
from request import Request
from auth import headers
import json
class BusinessSearch:
def __init__(self, term, location, price=None):
self._param = {'term' : term, 'location' : location}
if price:
self._param['price'] = price
self._base_... | 47.512821 | 139 | 0.615547 |
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 | Python | import psycopg2
import configparser
from pathlib import Path
from queries import create_business_schema, create_business_table
config = configparser.ConfigParser()
config.read_file(open(f"{Path(__file__).parents[0]}/config.cfg"))
class DatabaseDriver:
def __init__(self):
self._conn = psycopg2.connect("ho... | 30.8 | 123 | 0.685039 |
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 | Python | import configparser
from pathlib import Path
from businesssearch import BusinessSearch
from queries import create_business_schema, create_business_table, insert_business_table
from databasedriver import DatabaseDriver
import argparse
config = configparser.ConfigParser()
config.read_file(open(f"{Path(__file__).parents[... | 44.690476 | 148 | 0.657977 |
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 | Python | create_business_schema = """CREATE SCHEMA IF NOT EXISTS yelp;"""
create_business_table = """
CREATE TABLE IF NOT EXISTS yelp.business (
business_id varchar PRIMARY KEY,
business_name varchar,
image_url varchar,
url varchar,
review_count int,
categories varchar,
rating float,
latitude float,
longitude float,
... | 35.371429 | 124 | 0.505503 |
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 | Python | import requests
from auth import headers
import json
class Request:
def __init__(self):
self._header = headers
@staticmethod
def get_content(url, param):
response = requests.get(url, headers=headers, params=param)
if response.status_code == 200:
return json.loads(respo... | 27.875 | 90 | 0.635575 |
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 | Python | import configparser
import psycopg2
from sql_queries import copy_table_queries, insert_table_queries
def load_staging_tables(cur, conn):
for query in copy_table_queries:
cur.execute(query)
conn.commit()
def insert_tables(cur, conn):
for query in insert_table_queries:
cur.execute(quer... | 20.625 | 112 | 0.638205 |
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 | Python | import configparser
import psycopg2
from sql_queries import create_table_queries, drop_table_queries
def drop_tables(cur, conn):
for query in drop_table_queries:
cur.execute(query)
conn.commit()
def create_tables(cur, conn):
for query in create_table_queries:
cur.execute(query)
... | 20 | 112 | 0.636364 |
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 | Python | from create_tables import main as create_table_main
from etl import main as etl_main
if __name__ == "__main__":
create_table_main()
etl_main()
| 20.857143 | 51 | 0.664474 |
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 | Python | import boto3
import configparser
from botocore.exceptions import ClientError
import json
import logging
import logging.config
from pathlib import Path
import argparse
import time
# Setting up logger, Logger properties are defined in logging.ini file
logging.config.fileConfig(f"{Path(__file__).parents[0]}/logging.ini")... | 42.537267 | 192 | 0.657868 |
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 | Python | import psycopg2
import configparser
# Loading cluster configurations from cluster.config
config = configparser.ConfigParser()
config.read_file(open('cluster.config'))
def test_connection(host):
dbname = config.get('DWH','DWH_DB')
port = config.get('DWH','DWH_PORT')
user = config.get('DWH','DWH_DB_USER')... | 28.590909 | 95 | 0.683077 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | 0 | 0 | 0 | |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import json
from concurrent.futures import ThreadPoolExecutor
from retry import RetryOnException as retry
from proxypool import (
ProxyPoolValidator,
ProxyPoolScraper,
RedisProxyPoolClient
)
from airflow.models.baseoperator import BaseOperator
from airflow.utils.decorators import apply_defaults
class Pro... | 31.160714 | 79 | 0.611111 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from log import log
from retry import RetryOnException as retry
from proxypool import RedisProxyPoolClient
from rss_news import (
NewsProducer,
NewsExporter,
NewsValidator
)
from airflow.models.baseoperator import BaseOperator
from airflow.utils.decorators import apply_defaults
@log
class RSSNewsOperator... | 29.293103 | 71 | 0.573462 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python |
class Config:
PROXY_WEBPAGE = "https://free-proxy-list.net/"
TESTING_URL = "https://google.com"
REDIS_CONFIG = {
"host": "redis",
"port": "6379",
"db": 0
}
REDIS_KEY = "proxies"
MAX_WORKERS = 50
NUMBER_OF_PROXIES = 50
RSS_FEEDS = {
"en": [
... | 23.280702 | 68 | 0.484454 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from urllib.parse import urlparse
from datetime import datetime
from airflow import DAG
from airflow.operators.python_operator import PythonOperator
from dags_config import Config as config
from custom_operators import (
ProxyPoolOperator,
RSSNewsOperator
)
def extract_feed_name(url):
parsed_url = urlpar... | 25.861702 | 66 | 0.604596 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import logging
class Logger:
__register = False
def __init__(self):
if not self.__register:
self._init_default_register()
def _init_default_register(self):
logger = logging.getLogger()
logger.setLevel(logging.INFO)
Logger.__register = True
logging.info... | 20.083333 | 50 | 0.613861 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python |
headers_list = [
{
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:77.0) Gecko/20100101 Firefox/77.0",
"Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",
"Accept-Language": "en-US,en;q=0.5",
"Referer": "https://www.google.com/",
... | 42.609756 | 146 | 0.564633 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python |
import re
import random
from contextlib import closing
from requests import get
from log import log
from parser.random_headers_list import headers_list
@log
class WebParser:
def __init__(self, website_url, rotate_header=True):
self.url = website_url
self._rotate_header = rotate_header
def ge... | 26.934783 | 63 | 0.566199 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from bs4 import BeautifulSoup
from dataclasses import dataclass, field
from parser import WebParser
from log import log
@dataclass
class ProxyRecord:
ip_address: str
port: int
country_code: str
country: str
anonymity: str
google: str
https: str
last_checked: str
proxy: dict = field... | 25.103448 | 61 | 0.58427 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import time
from dataclasses import dataclass
from parser import WebParser
from log import log
@dataclass(frozen=True)
class ProxyStatus:
proxy: str
health: float
is_valid: bool
@log
class ProxyPoolValidator:
def __init__(self, url, timeout=10, checks=3, sleep_interval=0.1):
self.timeout = t... | 26.775 | 70 | 0.616216 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import json
import redis
from log import log
@log
class RedisProxyPoolClient:
def __init__(self, key, redis_config):
self.key = key
self.redis = redis.StrictRedis(
**redis_config
)
def __enter__(self):
return self
def override_existing_proxies(self, proxies):
... | 24.5 | 66 | 0.594393 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import functools
from log import log
@log
class RetryOnException:
def __init__(self, retries):
self._retries = retries
def __call__(self, function):
functools.update_wrapper(self, function)
def wrapper(*args, **kwargs):
self.logger.info(f"Retries: {self._retries}")
... | 28 | 64 | 0.527043 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import json
import time
from kafka import KafkaProducer
class NewsExporter:
def __init__(self, bootstrap_servers):
self._producer = self._connect_producer(
bootstrap_servers
)
def _connect_producer(self, bootstrap_servers):
def encode_news(value):
return json.d... | 23.432432 | 68 | 0.581395 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import re
from dataclasses import dataclass
import atoma
from parser import WebParser
@dataclass(frozen=True)
class News:
_id: str
title: str
link: str
published: str
description: str
author: str
language: str
def as_dict(self):
return self.__dict__
class NewsProducer:
d... | 26.945946 | 71 | 0.610547 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python |
class NewsValidator:
def __init__(self, config):
self._config = config
def validate_news(self, news):
news = news.as_dict()
assert self.check_languages(news), "Wrong language!"
assert self.check_null_values(news), "Null values!"
assert self.check_description_length(new... | 30.333333 | 72 | 0.620118 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from pkg_resources import resource_string
import pytest
import fakeredis
from parser import WebParser
from requests import Response
from rss_news import NewsProducer, NewsFormatter, NewsValidator, News
from proxypool import ProxyPoolScraper, ProxyRecord
from retry import RetryOnException as retry
TEST_URL = "https:/... | 15.708333 | 69 | 0.590818 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from proxypool import ProxyRecord
from unittest.mock import patch
from ..fixtures import web_parser, scraper, raw_content
@patch("parser.web_parser.WebParser.get_content")
def test_get_proxy_stream(get_content, raw_content, web_parser, scraper):
get_content.return_value = raw_content("proxy_list_file.txt")
... | 26.352941 | 73 | 0.741379 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from unittest.mock import patch
from proxypool import ProxyPoolValidator
from ..fixtures import web_parser, raw_content, proxy_record
@patch("parser.web_parser.WebParser.get_content")
def test_validate_proxy(get_content, raw_content, web_parser, proxy_record):
expected = True
get_content.return_value = raw_... | 33.177419 | 84 | 0.725685 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import json
from unittest.mock import patch
from proxypool import RedisProxyPoolClient
from ..fixtures import redis_config, redis_mock, proxies
@patch("proxypool.redis_proxypool_client.redis.StrictRedis")
def test_override_existing_proxies(redis, redis_config, redis_mock, proxies):
new_proxies = [{"http": "http:... | 28.486486 | 87 | 0.695552 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import pytest
from ..fixtures import add_function
def test_retry_on_exception_valid(add_function):
expected = 2
result = add_function(1, 1)
assert result == expected
def test_retry_on_exception_wrong(add_function):
with pytest.raises(TypeError):
add_function("Test", 0.0001)
| 16.111111 | 48 | 0.690554 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from unittest.mock import patch, Mock
import pytest
from rss_news import NewsExporter
@patch("rss_news.rss_news_exporter.KafkaProducer")
def test_connect_producer(mock_producer):
exporter = NewsExporter(["test_broker:9092"])
assert exporter._producer is not None
@patch("rss_news.NewsExporter")
def test_ex... | 24.843137 | 62 | 0.601367 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import datetime
from unittest.mock import patch
import pytest
from rss_news import News
from ..fixtures import web_parser, raw_content, producer, proxies, formatter
@patch("parser.web_parser.WebParser.get_content")
def test_get_news_stream(get_content, web_parser, raw_content, producer, proxies):
get_content.re... | 26.657534 | 82 | 0.68335 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | import pytest
from rss_news import News
from ..fixtures import validator, news_record
def test_check_null_values(validator, news_record):
expected = True
news = news_record.as_dict()
result = validator.check_null_values(news)
assert result is expected
def test_check_null_values_with_nones(va... | 19.095238 | 62 | 0.69395 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from unittest.mock import patch
import pytest
from pytest import fixture
from requests.exceptions import ConnectionError
from parser import WebParser
from ..fixtures import web_parser, response
@patch("parser.web_parser.get")
def test_get_content(mock_get, web_parser):
expected = "TEST CONTENT"
mock_g... | 22.985507 | 71 | 0.674123 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | """
Django settings for core project.
Generated by 'django-admin startproject' using Django 2.2.
For more information on this file, see
https://docs.djangoproject.com/en/2.2/topics/settings/
For the full list of settings and their values, see
https://docs.djangoproject.com/en/2.2/ref/settings/
"""
import os
# Buil... | 24.912088 | 91 | 0.627784 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from django.urls import path
from users.views import UserCreateView, ObtainTokenView
app_name = "user"
urlpatterns = [
path("register/", UserCreateView.as_view(), name="register"),
path("login/", ObtainTokenView.as_view(), name="login")
]
| 21.818182 | 65 | 0.712 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | """
WSGI config for core project.
It exposes the WSGI callable as a module-level variable named ``application``.
For more information on this file, see
https://docs.djangoproject.com/en/2.2/howto/deployment/wsgi/
"""
import os
from django.core.wsgi import get_wsgi_application
os.environ.setdefault('DJANGO_SETTINGS... | 21.705882 | 78 | 0.766234 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | #!/usr/bin/env python
"""Django's command-line utility for administrative tasks."""
import os
import sys
def main():
os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'core.settings')
try:
from django.core.management import execute_from_command_line
except ImportError as exc:
raise ImportErr... | 27.409091 | 73 | 0.655449 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from rest_framework import routers
from django.contrib import admin
from rest_framework.authtoken.models import Token
from news.models import News
from news.urls import urlpatterns
from users.models import UserModel
class NewsAdminSite(admin.AdminSite):
def get_urls(self):
urls = super(NewsAdminSite,... | 24 | 52 | 0.753817 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from django.apps import AppConfig
class UsersConfig(AppConfig):
name = 'users'
| 13.333333 | 33 | 0.741176 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from django.db import models
from django.contrib.auth.models import (
AbstractBaseUser, BaseUserManager, PermissionsMixin
)
class UserManager(BaseUserManager):
def create_user(self, email, password=None, **kwargs):
if not email:
raise ValueError("Must have an email address")
email... | 27.027027 | 58 | 0.666023 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from django.contrib.auth import authenticate
from rest_framework import serializers
from rest_framework.authtoken.models import Token
from users.models import UserModel
class UserSerializer(serializers.ModelSerializer):
class Meta:
model = UserModel
fields = ("email", "password")
extra_k... | 23.614035 | 67 | 0.560628 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from django.test import TestCase
from django.urls.resolvers import URLResolver
from news.admin import NewsAdminSite
class TestAdminSite(TestCase):
def setUp(self):
self.admin_site = NewsAdminSite()
def test_api_urls_in_admin_site(self):
expected = "'api/'"
urls_objects = s... | 22.347826 | 70 | 0.641791 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from django.contrib.auth import get_user_model
from django.urls import reverse
from django.test import TestCase
from rest_framework import status
from rest_framework.test import APIClient
ADMIN_SEARCH_NEWS_URL = reverse("admin:news-list")
ADMIN_SEARCH_NEWS_URL = reverse(
"admin:news-detail", kwargs={"_id":"missi... | 24.515152 | 62 | 0.693222 |
DataEngineeringProject | https://github.com/damklis/DataEngineeringProject | Example end to end data engineering project. | 920 | 192 | 2023-12-04 19:31:15+00:00 | 2020-06-30 09:33:56+00:00 | 1,845 | MIT License | Python | from django.test import TestCase
from news.models import News
class NewsModelTests(TestCase):
TEST_NEWS_DATA = {
"_id": "test_id",
"title": "test titile",
"link": "www.testnews.com",
"published": "2020-01-01 00:00:00",
"description": "test description",
"author": "... | 23.088235 | 57 | 0.564792 |
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