SYMBOL INDEX (375 symbols across 73 files)

FILE: 01-docker-terraform/docker-sql/pipeline/ingest_data.py
  function run (line 44) | def run(pg_user, pg_pass, pg_host, pg_port, pg_db, year, month, target_t...

FILE: 03-data-warehouse/big_query.sql
  type `taxi-rides-ny (line 8) | CREATE OR REPLACE EXTERNAL TABLE `taxi-rides-ny.nytaxi.external_yellow_t...

FILE: 03-data-warehouse/big_query_hw.sql
  type `taxi-rides-ny (line 1) | CREATE OR REPLACE EXTERNAL TABLE `taxi-rides-ny.nytaxi.fhv_tripdata`

FILE: 03-data-warehouse/extras/web_to_gcs.py
  function upload_to_gcs (line 26) | def upload_to_gcs(bucket, object_name, local_file):
  function web_to_gcs (line 41) | def web_to_gcs(year, service):

FILE: 03-data-warehouse/extras/web_to_gcs_with_progress_bar.py
  function download_with_progress (line 30) | def download_with_progress(url: str, local_path: str, desc: str = "Downl...
  function csv_to_parquet_with_progress (line 52) | def csv_to_parquet_with_progress(
  function upload_to_gcs_with_progress (line 115) | def upload_to_gcs_with_progress(bucket: str, object_name: str, local_fil...
  function web_to_gcs (line 151) | def web_to_gcs(year, service):

FILE: 07-streaming/extras/pyflink/src/job/aggregation_job.py
  function create_events_aggregated_sink (line 6) | def create_events_aggregated_sink(t_env):
  function create_events_source_kafka (line 26) | def create_events_source_kafka(t_env):
  function log_aggregation (line 47) | def log_aggregation():

FILE: 07-streaming/extras/pyflink/src/job/start_job.py
  function create_processed_events_sink_postgres (line 5) | def create_processed_events_sink_postgres(t_env):
  function create_events_source_kafka (line 24) | def create_events_source_kafka(t_env):
  function log_processing (line 45) | def log_processing():

FILE: 07-streaming/extras/pyflink/src/job/taxi_job.py
  function create_taxi_events_sink_postgres (line 5) | def create_taxi_events_sink_postgres(t_env):
  function create_events_source_kafka (line 42) | def create_events_source_kafka(t_env):
  function log_processing (line 81) | def log_processing():

FILE: 07-streaming/extras/pyflink/src/producers/load_taxi_data.py
  function main (line 5) | def main():

FILE: 07-streaming/extras/pyflink/src/producers/producer.py
  function json_serializer (line 5) | def json_serializer(data):

FILE: 07-streaming/extras/python/avro_example/consumer.py
  class RideAvroConsumer (line 15) | class RideAvroConsumer:
    method __init__ (line 16) | def __init__(self, props: Dict):
    method load_schema (line 36) | def load_schema(schema_path: str):
    method consume_from_kafka (line 42) | def consume_from_kafka(self, topics: List[str]):

FILE: 07-streaming/extras/python/avro_example/producer.py
  function delivery_report (line 17) | def delivery_report(err, msg):
  class RideAvroProducer (line 25) | class RideAvroProducer:
    method __init__ (line 26) | def __init__(self, props: Dict):
    method load_schema (line 40) | def load_schema(schema_path: str):
    method delivery_report (line 47) | def delivery_report(err, msg):
    method read_records (line 55) | def read_records(resource_path: str):
    method publish (line 65) | def publish(self, topic: str, records: [RideRecordKey, RideRecord]):

FILE: 07-streaming/extras/python/avro_example/ride_record.py
  class RideRecord (line 4) | class RideRecord:
    method __init__ (line 6) | def __init__(self, arr: List[str]):
    method from_dict (line 14) | def from_dict(cls, d: Dict):
    method __repr__ (line 24) | def __repr__(self):
  function dict_to_ride_record (line 28) | def dict_to_ride_record(obj, ctx):
  function ride_record_to_dict (line 35) | def ride_record_to_dict(ride_record: RideRecord, ctx):

FILE: 07-streaming/extras/python/avro_example/ride_record_key.py
  class RideRecordKey (line 4) | class RideRecordKey:
    method __init__ (line 5) | def __init__(self, vendor_id):
    method from_dict (line 9) | def from_dict(cls, d: Dict):
    method __repr__ (line 12) | def __repr__(self):
  function dict_to_ride_record_key (line 16) | def dict_to_ride_record_key(obj, ctx):
  function ride_record_key_to_dict (line 23) | def ride_record_key_to_dict(ride_record_key: RideRecordKey, ctx):

FILE: 07-streaming/extras/python/json_example/consumer.py
  class JsonConsumer (line 9) | class JsonConsumer:
    method __init__ (line 10) | def __init__(self, props: Dict):
    method consume_from_kafka (line 13) | def consume_from_kafka(self, topics: List[str]):

FILE: 07-streaming/extras/python/json_example/producer.py
  class JsonProducer (line 11) | class JsonProducer(KafkaProducer):
    method __init__ (line 12) | def __init__(self, props: Dict):
    method read_records (line 16) | def read_records(resource_path: str):
    method publish_rides (line 25) | def publish_rides(self, topic: str, messages: List[Ride]):

FILE: 07-streaming/extras/python/json_example/ride.py
  class Ride (line 6) | class Ride:
    method __init__ (line 7) | def __init__(self, arr: List[str]):
    method from_dict (line 28) | def from_dict(cls, d: Dict):
    method __repr__ (line 51) | def __repr__(self):

FILE: 07-streaming/extras/python/redpanda_example/consumer.py
  class JsonConsumer (line 10) | class JsonConsumer:
    method __init__ (line 11) | def __init__(self, props: Dict):
    method consume_from_kafka (line 14) | def consume_from_kafka(self, topics: List[str]):

FILE: 07-streaming/extras/python/redpanda_example/producer.py
  class JsonProducer (line 11) | class JsonProducer(KafkaProducer):
    method __init__ (line 12) | def __init__(self, props: Dict):
    method read_records (line 16) | def read_records(resource_path: str):
    method publish_rides (line 25) | def publish_rides(self, topic: str, messages: List[Ride]):

FILE: 07-streaming/extras/python/redpanda_example/ride.py
  class Ride (line 6) | class Ride:
    method __init__ (line 7) | def __init__(self, arr: List[str]):
    method from_dict (line 28) | def from_dict(cls, d: Dict):
    method __repr__ (line 51) | def __repr__(self):

FILE: 07-streaming/extras/python/streams-example/faust/branch_price.py
  function process (line 13) | async def process(stream):

FILE: 07-streaming/extras/python/streams-example/faust/stream.py
  function start_reading (line 10) | async def start_reading(records):

FILE: 07-streaming/extras/python/streams-example/faust/stream_count_vendor_trips.py
  function process (line 12) | async def process(stream):

FILE: 07-streaming/extras/python/streams-example/faust/taxi_rides.py
  class TaxiRide (line 4) | class TaxiRide(faust.Record, validation=True):

FILE: 07-streaming/extras/python/streams-example/faust/windowing.py
  function process (line 16) | async def process(stream):

FILE: 07-streaming/extras/python/streams-example/pyspark/consumer.py
  class RideCSVConsumer (line 8) | class RideCSVConsumer:
    method __init__ (line 9) | def __init__(self, props: Dict):
    method consume_from_kafka (line 12) | def consume_from_kafka(self, topics: List[str]):

FILE: 07-streaming/extras/python/streams-example/pyspark/producer.py
  function delivery_report (line 9) | def delivery_report(err, msg):
  class RideCSVProducer (line 17) | class RideCSVProducer:
    method __init__ (line 18) | def __init__(self, props: Dict):
    method read_records (line 23) | def read_records(resource_path: str):
    method publish (line 38) | def publish(self, topic: str, records: [str, str]):

FILE: 07-streaming/extras/python/streams-example/pyspark/streaming.py
  function read_from_kafka (line 7) | def read_from_kafka(consume_topic: str):
  function parse_ride_from_kafka_message (line 20) | def parse_ride_from_kafka_message(df, schema):
  function sink_console (line 35) | def sink_console(df, output_mode: str = 'complete', processing_time: str...
  function sink_memory (line 45) | def sink_memory(df, query_name, query_template):
  function sink_kafka (line 56) | def sink_kafka(df, topic):
  function prepare_df_to_kafka_sink (line 67) | def prepare_df_to_kafka_sink(df, value_columns, key_column=None):
  function op_groupby (line 77) | def op_groupby(df, column_names):
  function op_windowed_groupby (line 82) | def op_windowed_groupby(df, window_duration, slide_duration):

FILE: 07-streaming/extras/python/streams-example/redpanda/consumer.py
  class RideCSVConsumer (line 8) | class RideCSVConsumer:
    method __init__ (line 9) | def __init__(self, props: Dict):
    method consume_from_kafka (line 12) | def consume_from_kafka(self, topics: List[str]):

FILE: 07-streaming/extras/python/streams-example/redpanda/producer.py
  function delivery_report (line 9) | def delivery_report(err, msg):
  class RideCSVProducer (line 17) | class RideCSVProducer:
    method __init__ (line 18) | def __init__(self, props: Dict):
    method read_records (line 23) | def read_records(resource_path: str):
    method publish (line 38) | def publish(self, topic: str, records: [str, str]):

FILE: 07-streaming/extras/python/streams-example/redpanda/streaming.py
  function read_from_kafka (line 7) | def read_from_kafka(consume_topic: str):
  function parse_ride_from_kafka_message (line 20) | def parse_ride_from_kafka_message(df, schema):
  function sink_console (line 35) | def sink_console(df, output_mode: str = 'complete', processing_time: str...
  function sink_memory (line 45) | def sink_memory(df, query_name, query_template):
  function sink_kafka (line 56) | def sink_kafka(df, topic):
  function prepare_df_to_kafka_sink (line 67) | def prepare_df_to_kafka_sink(df, value_columns, key_column=None):
  function op_groupby (line 77) | def op_groupby(df, column_names):
  function op_windowed_groupby (line 82) | def op_windowed_groupby(df, window_duration, slide_duration):

FILE: 07-streaming/theory/java/kafka_examples/build/generated-main-avro-java/schemaregistry/RideRecord.java
  class RideRecord (line 15) | @org.apache.avro.specific.AvroGenerated
    method getClassSchema (line 21) | public static org.apache.avro.Schema getClassSchema() { return SCHEMA$; }
    method getEncoder (line 35) | public static BinaryMessageEncoder<RideRecord> getEncoder() {
    method getDecoder (line 43) | public static BinaryMessageDecoder<RideRecord> getDecoder() {
    method createDecoder (line 52) | public static BinaryMessageDecoder<RideRecord> createDecoder(SchemaSto...
    method toByteBuffer (line 61) | public java.nio.ByteBuffer toByteBuffer() throws java.io.IOException {
    method fromByteBuffer (line 71) | public static RideRecord fromByteBuffer(
    method RideRecord (line 85) | public RideRecord() {}
    method RideRecord (line 93) | public RideRecord(java.lang.String vendor_id, java.lang.Integer passen...
    method getSpecificData (line 99) | @Override
    method getSchema (line 102) | @Override
    method get (line 106) | @Override
    method put (line 117) | @Override
    method getVendorId (line 132) | public java.lang.String getVendorId() {
    method setVendorId (line 141) | public void setVendorId(java.lang.String value) {
    method getPassengerCount (line 149) | public int getPassengerCount() {
    method setPassengerCount (line 158) | public void setPassengerCount(int value) {
    method getTripDistance (line 166) | public double getTripDistance() {
    method setTripDistance (line 175) | public void setTripDistance(double value) {
    method newBuilder (line 183) | public static schemaregistry.RideRecord.Builder newBuilder() {
    method newBuilder (line 192) | public static schemaregistry.RideRecord.Builder newBuilder(schemaregis...
    method newBuilder (line 205) | public static schemaregistry.RideRecord.Builder newBuilder(schemaregis...
    class Builder (line 216) | @org.apache.avro.specific.AvroGenerated
      method Builder (line 225) | private Builder() {
      method Builder (line 233) | private Builder(schemaregistry.RideRecord.Builder other) {
      method Builder (line 253) | private Builder(schemaregistry.RideRecord other) {
      method getVendorId (line 273) | public java.lang.String getVendorId() {
      method setVendorId (line 283) | public schemaregistry.RideRecord.Builder setVendorId(java.lang.Strin...
      method hasVendorId (line 294) | public boolean hasVendorId() {
      method clearVendorId (line 303) | public schemaregistry.RideRecord.Builder clearVendorId() {
      method getPassengerCount (line 313) | public int getPassengerCount() {
      method setPassengerCount (line 323) | public schemaregistry.RideRecord.Builder setPassengerCount(int value) {
      method hasPassengerCount (line 334) | public boolean hasPassengerCount() {
      method clearPassengerCount (line 343) | public schemaregistry.RideRecord.Builder clearPassengerCount() {
      method getTripDistance (line 352) | public double getTripDistance() {
      method setTripDistance (line 362) | public schemaregistry.RideRecord.Builder setTripDistance(double valu...
      method hasTripDistance (line 373) | public boolean hasTripDistance() {
      method clearTripDistance (line 382) | public schemaregistry.RideRecord.Builder clearTripDistance() {
      method build (line 387) | @Override
    method writeExternal (line 408) | @Override public void writeExternal(java.io.ObjectOutput out)
    method readExternal (line 417) | @Override public void readExternal(java.io.ObjectInput in)
    method hasCustomCoders (line 422) | @Override protected boolean hasCustomCoders() { return true; }
    method customEncode (line 424) | @Override public void customEncode(org.apache.avro.io.Encoder out)
    method customDecode (line 435) | @Override public void customDecode(org.apache.avro.io.ResolvingDecoder...

FILE: 07-streaming/theory/java/kafka_examples/build/generated-main-avro-java/schemaregistry/RideRecordCompatible.java
  class RideRecordCompatible (line 15) | @org.apache.avro.specific.AvroGenerated
    method getClassSchema (line 21) | public static org.apache.avro.Schema getClassSchema() { return SCHEMA$; }
    method getEncoder (line 35) | public static BinaryMessageEncoder<RideRecordCompatible> getEncoder() {
    method getDecoder (line 43) | public static BinaryMessageDecoder<RideRecordCompatible> getDecoder() {
    method createDecoder (line 52) | public static BinaryMessageDecoder<RideRecordCompatible> createDecoder...
    method toByteBuffer (line 61) | public java.nio.ByteBuffer toByteBuffer() throws java.io.IOException {
    method fromByteBuffer (line 71) | public static RideRecordCompatible fromByteBuffer(
    method RideRecordCompatible (line 86) | public RideRecordCompatible() {}
    method RideRecordCompatible (line 95) | public RideRecordCompatible(java.lang.String vendorId, java.lang.Integ...
    method getSpecificData (line 102) | @Override
    method getSchema (line 105) | @Override
    method get (line 109) | @Override
    method put (line 121) | @Override
    method getVendorId (line 137) | public java.lang.String getVendorId() {
    method setVendorId (line 146) | public void setVendorId(java.lang.String value) {
    method getPassengerCount (line 154) | public int getPassengerCount() {
    method setPassengerCount (line 163) | public void setPassengerCount(int value) {
    method getTripDistance (line 171) | public double getTripDistance() {
    method setTripDistance (line 180) | public void setTripDistance(double value) {
    method getPuLocationId (line 188) | public java.lang.Long getPuLocationId() {
    method setPuLocationId (line 197) | public void setPuLocationId(java.lang.Long value) {
    method newBuilder (line 205) | public static schemaregistry.RideRecordCompatible.Builder newBuilder() {
    method newBuilder (line 214) | public static schemaregistry.RideRecordCompatible.Builder newBuilder(s...
    method newBuilder (line 227) | public static schemaregistry.RideRecordCompatible.Builder newBuilder(s...
    class Builder (line 238) | @org.apache.avro.specific.AvroGenerated
      method Builder (line 248) | private Builder() {
      method Builder (line 256) | private Builder(schemaregistry.RideRecordCompatible.Builder other) {
      method Builder (line 280) | private Builder(schemaregistry.RideRecordCompatible other) {
      method getVendorId (line 304) | public java.lang.String getVendorId() {
      method setVendorId (line 314) | public schemaregistry.RideRecordCompatible.Builder setVendorId(java....
      method hasVendorId (line 325) | public boolean hasVendorId() {
      method clearVendorId (line 334) | public schemaregistry.RideRecordCompatible.Builder clearVendorId() {
      method getPassengerCount (line 344) | public int getPassengerCount() {
      method setPassengerCount (line 354) | public schemaregistry.RideRecordCompatible.Builder setPassengerCount...
      method hasPassengerCount (line 365) | public boolean hasPassengerCount() {
      method clearPassengerCount (line 374) | public schemaregistry.RideRecordCompatible.Builder clearPassengerCou...
      method getTripDistance (line 383) | public double getTripDistance() {
      method setTripDistance (line 393) | public schemaregistry.RideRecordCompatible.Builder setTripDistance(d...
      method hasTripDistance (line 404) | public boolean hasTripDistance() {
      method clearTripDistance (line 413) | public schemaregistry.RideRecordCompatible.Builder clearTripDistance...
      method getPuLocationId (line 422) | public java.lang.Long getPuLocationId() {
      method setPuLocationId (line 432) | public schemaregistry.RideRecordCompatible.Builder setPuLocationId(j...
      method hasPuLocationId (line 443) | public boolean hasPuLocationId() {
      method clearPuLocationId (line 452) | public schemaregistry.RideRecordCompatible.Builder clearPuLocationId...
      method build (line 458) | @Override
    method writeExternal (line 480) | @Override public void writeExternal(java.io.ObjectOutput out)
    method readExternal (line 489) | @Override public void readExternal(java.io.ObjectInput in)
    method hasCustomCoders (line 494) | @Override protected boolean hasCustomCoders() { return true; }
    method customEncode (line 496) | @Override public void customEncode(org.apache.avro.io.Encoder out)
    method customDecode (line 515) | @Override public void customDecode(org.apache.avro.io.ResolvingDecoder...

FILE: 07-streaming/theory/java/kafka_examples/build/generated-main-avro-java/schemaregistry/RideRecordNoneCompatible.java
  class RideRecordNoneCompatible (line 15) | @org.apache.avro.specific.AvroGenerated
    method getClassSchema (line 21) | public static org.apache.avro.Schema getClassSchema() { return SCHEMA$; }
    method getEncoder (line 35) | public static BinaryMessageEncoder<RideRecordNoneCompatible> getEncode...
    method getDecoder (line 43) | public static BinaryMessageDecoder<RideRecordNoneCompatible> getDecode...
    method createDecoder (line 52) | public static BinaryMessageDecoder<RideRecordNoneCompatible> createDec...
    method toByteBuffer (line 61) | public java.nio.ByteBuffer toByteBuffer() throws java.io.IOException {
    method fromByteBuffer (line 71) | public static RideRecordNoneCompatible fromByteBuffer(
    method RideRecordNoneCompatible (line 85) | public RideRecordNoneCompatible() {}
    method RideRecordNoneCompatible (line 93) | public RideRecordNoneCompatible(java.lang.Integer vendorId, java.lang....
    method getSpecificData (line 99) | @Override
    method getSchema (line 102) | @Override
    method get (line 106) | @Override
    method put (line 117) | @Override
    method getVendorId (line 132) | public int getVendorId() {
    method setVendorId (line 141) | public void setVendorId(int value) {
    method getPassengerCount (line 149) | public int getPassengerCount() {
    method setPassengerCount (line 158) | public void setPassengerCount(int value) {
    method getTripDistance (line 166) | public double getTripDistance() {
    method setTripDistance (line 175) | public void setTripDistance(double value) {
    method newBuilder (line 183) | public static schemaregistry.RideRecordNoneCompatible.Builder newBuild...
    method newBuilder (line 192) | public static schemaregistry.RideRecordNoneCompatible.Builder newBuild...
    method newBuilder (line 205) | public static schemaregistry.RideRecordNoneCompatible.Builder newBuild...
    class Builder (line 216) | @org.apache.avro.specific.AvroGenerated
      method Builder (line 225) | private Builder() {
      method Builder (line 233) | private Builder(schemaregistry.RideRecordNoneCompatible.Builder othe...
      method Builder (line 253) | private Builder(schemaregistry.RideRecordNoneCompatible other) {
      method getVendorId (line 273) | public int getVendorId() {
      method setVendorId (line 283) | public schemaregistry.RideRecordNoneCompatible.Builder setVendorId(i...
      method hasVendorId (line 294) | public boolean hasVendorId() {
      method clearVendorId (line 303) | public schemaregistry.RideRecordNoneCompatible.Builder clearVendorId...
      method getPassengerCount (line 312) | public int getPassengerCount() {
      method setPassengerCount (line 322) | public schemaregistry.RideRecordNoneCompatible.Builder setPassengerC...
      method hasPassengerCount (line 333) | public boolean hasPassengerCount() {
      method clearPassengerCount (line 342) | public schemaregistry.RideRecordNoneCompatible.Builder clearPassenge...
      method getTripDistance (line 351) | public double getTripDistance() {
      method setTripDistance (line 361) | public schemaregistry.RideRecordNoneCompatible.Builder setTripDistan...
      method hasTripDistance (line 372) | public boolean hasTripDistance() {
      method clearTripDistance (line 381) | public schemaregistry.RideRecordNoneCompatible.Builder clearTripDist...
      method build (line 386) | @Override
    method writeExternal (line 407) | @Override public void writeExternal(java.io.ObjectOutput out)
    method readExternal (line 416) | @Override public void readExternal(java.io.ObjectInput in)
    method hasCustomCoders (line 421) | @Override protected boolean hasCustomCoders() { return true; }
    method customEncode (line 423) | @Override public void customEncode(org.apache.avro.io.Encoder out)
    method customDecode (line 434) | @Override public void customDecode(org.apache.avro.io.ResolvingDecoder...

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/AvroProducer.java
  class AvroProducer (line 20) | public class AvroProducer {
    method AvroProducer (line 24) | public AvroProducer() {
    method getRides (line 40) | public List<RideRecord> getRides() throws IOException, CsvException {
    method publishRides (line 54) | public void publishRides(List<RideRecord> rides) throws ExecutionExcep...
    method main (line 67) | public static void main(String[] args) throws IOException, CsvExceptio...

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/JsonConsumer.java
  class JsonConsumer (line 15) | public class JsonConsumer {
    method JsonConsumer (line 19) | public JsonConsumer() {
    method consumeFromKafka (line 36) | public void consumeFromKafka() {
    method main (line 52) | public static void main(String[] args) {

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/JsonKStream.java
  class JsonKStream (line 16) | public class JsonKStream {
    method JsonKStream (line 19) | public JsonKStream() {
    method createTopology (line 32) | public Topology createTopology() {
    method countPLocation (line 40) | public void countPLocation() throws InterruptedException {
    method main (line 52) | public static void main(String[] args) throws InterruptedException {

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/JsonKStreamJoins.java
  class JsonKStreamJoins (line 19) | public class JsonKStreamJoins {
    method JsonKStreamJoins (line 22) | public JsonKStreamJoins() {
    method createTopology (line 34) | public Topology createTopology() {
    method joinRidesPickupLocation (line 54) | public void joinRidesPickupLocation() throws InterruptedException {
    method main (line 72) | public static void main(String[] args) throws InterruptedException {

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/JsonKStreamWindow.java
  class JsonKStreamWindow (line 20) | public class JsonKStreamWindow {
    method JsonKStreamWindow (line 23) | public JsonKStreamWindow() {
    method createTopology (line 36) | public Topology createTopology() {
    method countPLocationWindowed (line 48) | public void countPLocationWindowed() {
    method main (line 56) | public static void main(String[] args) {

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/JsonProducer.java
  class JsonProducer (line 17) | public class JsonProducer {
    method JsonProducer (line 19) | public JsonProducer() {
    method getRides (line 31) | public List<Ride> getRides() throws IOException, CsvException {
    method publishRides (line 40) | public void publishRides(List<Ride> rides) throws ExecutionException, ...
    method main (line 56) | public static void main(String[] args) throws IOException, CsvExceptio...

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/JsonProducerPickupLocation.java
  class JsonProducerPickupLocation (line 14) | public class JsonProducerPickupLocation {
    method JsonProducerPickupLocation (line 17) | public JsonProducerPickupLocation() {
    method publish (line 29) | public void publish(PickupLocation pickupLocation) throws ExecutionExc...
    method main (line 40) | public static void main(String[] args) throws IOException, CsvExceptio...

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/Secrets.java
  class Secrets (line 3) | public class Secrets {

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/Topics.java
  class Topics (line 3) | public class Topics {

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/customserdes/CustomSerdes.java
  class CustomSerdes (line 19) | public class CustomSerdes {
    method getSerde (line 21) | public static <T> Serde<T> getSerde(Class<T> classOf) {
    method getAvroSerde (line 32) | public static <T extends SpecificRecordBase> SpecificAvroSerde getAvro...

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/data/PickupLocation.java
  class PickupLocation (line 5) | public class PickupLocation {
    method PickupLocation (line 6) | public PickupLocation(long PULocationID, LocalDateTime tpep_pickup_dat...
    method PickupLocation (line 11) | public PickupLocation() {

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/data/Ride.java
  class Ride (line 8) | public class Ride {
    method Ride (line 9) | public Ride(String[] arr) {
    method Ride (line 29) | public Ride(){}

FILE: 07-streaming/theory/java/kafka_examples/src/main/java/org/example/data/VendorInfo.java
  class VendorInfo (line 5) | public class VendorInfo {
    method VendorInfo (line 7) | public VendorInfo(String vendorID, long PULocationID, LocalDateTime pi...
    method VendorInfo (line 14) | public VendorInfo() {

FILE: 07-streaming/theory/java/kafka_examples/src/test/java/org/example/JsonKStreamJoinsTest.java
  class JsonKStreamJoinsTest (line 21) | class JsonKStreamJoinsTest {
    method setup (line 29) | @BeforeEach
    method testIfJoinWorksOnSameDropOffPickupLocationId (line 43) | @Test
    method shutdown (line 59) | @AfterAll

FILE: 07-streaming/theory/java/kafka_examples/src/test/java/org/example/JsonKStreamTest.java
  class JsonKStreamTest (line 14) | class JsonKStreamTest {
    method setup (line 21) | @BeforeEach
    method testIfOneMessageIsPassedToInputTopicWeGetCountOfOne (line 34) | @Test
    method testIfTwoMessageArePassedWithDifferentKey (line 43) | @Test
    method testIfTwoMessageArePassedWithSameKey (line 58) | @Test
    method tearDown (line 74) | @AfterAll

FILE: 07-streaming/theory/java/kafka_examples/src/test/java/org/example/helper/DataGeneratorHelper.java
  class DataGeneratorHelper (line 11) | public class DataGeneratorHelper {
    method generateRide (line 12) | public static Ride generateRide() {
    method generatePickUpLocation (line 18) | public static PickupLocation generatePickUpLocation(long pickupLocatio...

FILE: 07-streaming/workshop/live/main.py
  function main (line 1) | def main():

FILE: 07-streaming/workshop/live/notebooks/models.py
  class Ride (line 8) | class Ride:
  function ride_from_row (line 16) | def ride_from_row(row):
  function ride_serializer (line 26) | def ride_serializer(ride):
  function ride_deserializer (line 32) | def ride_deserializer(data):

FILE: 07-streaming/workshop/live/src/job/aggregation_job.py
  function create_events_source_kafka (line 5) | def create_events_source_kafka(t_env):
  function create_events_aggregated_sink (line 29) | def create_events_aggregated_sink(t_env):
  function log_aggregation (line 51) | def log_aggregation():

FILE: 07-streaming/workshop/live/src/job/pass_through_job.py
  function create_events_source_kafka (line 6) | def create_events_source_kafka(t_env):
  function create_processed_events_sink_postgres (line 28) | def create_processed_events_sink_postgres(t_env):
  function log_processing (line 50) | def log_processing():

FILE: 07-streaming/workshop/live/src/producers/models.py
  class Ride (line 8) | class Ride:
  function ride_from_row (line 16) | def ride_from_row(row):
  function ride_serializer (line 26) | def ride_serializer(ride):
  function ride_deserializer (line 32) | def ride_deserializer(data):

FILE: 07-streaming/workshop/live/src/producers/producer_realtime.py
  function make_ride (line 43) | def make_ride(delay_seconds=0):
  function ride_serializer (line 54) | def ride_serializer(ride):

FILE: 07-streaming/workshop/src/job/aggregation_job.py
  function create_events_aggregated_sink (line 5) | def create_events_aggregated_sink(t_env):
  function create_events_source_kafka (line 26) | def create_events_source_kafka(t_env):
  function log_aggregation (line 50) | def log_aggregation():

FILE: 07-streaming/workshop/src/job/aggregation_job_demo.py
  function create_events_source_kafka (line 14) | def create_events_source_kafka(t_env):
  function create_events_aggregated_sink (line 38) | def create_events_aggregated_sink(t_env):
  function log_aggregation (line 60) | def log_aggregation():

FILE: 07-streaming/workshop/src/job/pass_through_job.py
  function create_processed_events_sink_postgres (line 5) | def create_processed_events_sink_postgres(t_env):
  function create_events_source_kafka (line 27) | def create_events_source_kafka(t_env):
  function log_processing (line 48) | def log_processing():

FILE: 07-streaming/workshop/src/models.py
  class Ride (line 6) | class Ride:
  function ride_from_row (line 14) | def ride_from_row(row):
  function ride_deserializer (line 24) | def ride_deserializer(data):

FILE: 07-streaming/workshop/src/producers/producer.py
  function ride_serializer (line 18) | def ride_serializer(ride):

FILE: 07-streaming/workshop/src/producers/producer_realtime.py
  function make_ride (line 43) | def make_ride(delay_seconds=0):
  function ride_serializer (line 54) | def ride_serializer(ride):

FILE: cohorts/2022/week_2_data_ingestion/airflow/dags/data_ingestion_gcs_dag.py
  function format_to_parquet (line 24) | def format_to_parquet(src_file):
  function upload_to_gcs (line 33) | def upload_to_gcs(bucket, object_name, local_file):

FILE: cohorts/2022/week_2_data_ingestion/airflow/dags_local/ingest_script.py
  function ingest_callable (line 9) | def ingest_callable(user, password, host, port, db, table_name, csv_file...

FILE: cohorts/2022/week_2_data_ingestion/homework/solution.py
  function format_to_parquet (line 22) | def format_to_parquet(src_file, dest_file):
  function upload_to_gcs (line 30) | def upload_to_gcs(bucket, object_name, local_file):
  function donwload_parquetize_upload_dag (line 45) | def donwload_parquetize_upload_dag(

FILE: cohorts/2023/week_6_stream_processing/producer_confluent.py
  class RideCSVProducer (line 13) | class RideCSVProducer:
    method __init__ (line 14) | def __init__(self, probs: Dict, ride_type: str):
    method parse_row (line 19) | def parse_row(self, row):
    method read_records (line 28) | def read_records(self, resource_path: str):
    method publish (line 39) | def publish(self, records: [str, str], topic: str):

FILE: cohorts/2023/week_6_stream_processing/settings.py
  function read_ccloud_config (line 17) | def read_ccloud_config(config_file):

FILE: cohorts/2023/week_6_stream_processing/streaming_confluent.py
  function read_from_kafka (line 7) | def read_from_kafka(consume_topic: str):
  function parse_rides (line 27) | def parse_rides(df, schema):
  function sink_console (line 46) | def sink_console(df, output_mode: str = 'complete', processing_time: str...
  function sink_kafka (line 57) | def sink_kafka(df, topic, output_mode: str = 'complete'):
  function op_groupby (line 73) | def op_groupby(df, column_names):

FILE: cohorts/2025/03-data-warehouse/load_yellow_taxi_data.py
  function download_file (line 31) | def download_file(month):
  function create_bucket (line 45) | def create_bucket(bucket_name):
  function verify_gcs_upload (line 74) | def verify_gcs_upload(blob_name):
  function upload_to_gcs (line 78) | def upload_to_gcs(file_path, max_retries=3):

FILE: cohorts/2025/workshops/dynamic_load_dlt.py
  function generate_urls (line 25) | def generate_urls(color, start_year, end_year, start_month, end_month):
  function parquet_source (line 79) | def parquet_source():
  function paginated_getter (line 94) | def paginated_getter():

FILE: cohorts/2026/03-data-warehouse/load_yellow_taxi_data.py
  function download_file (line 31) | def download_file(month):
  function create_bucket (line 45) | def create_bucket(bucket_name):
  function verify_gcs_upload (line 74) | def verify_gcs_upload(blob_name):
  function upload_to_gcs (line 78) | def upload_to_gcs(file_path, max_retries=3):

FILE: cohorts/2026/workshops/dlt/analysis.py
  function _ (line 8) | def _():
  function _ (line 19) | def _(mo):
  function _ (line 29) | def _(dlt):
  function _ (line 39) | async def _(load_package_viewer, render):
  function _ (line 46) | def _(mo):
  function _ (line 54) | def _(alt, ibis, ibis_con):
  function _ (line 82) | def _(mo):
  function _ (line 90) | def _(alt, ibis_con):
  function _ (line 121) | def _(mo):
  function _ (line 129) | def _(alt, ibis, ibis_con):
  function _ (line 164) | def _(mo):
  function _ (line 174) | def _(ibis_con, mo):
  function _ (line 191) | def _():
  function _ (line 196) | def _():

FILE: cohorts/2026/workshops/dlt/open_library_pipeline.py
  function open_library_source (line 7) | def open_library_source(query: str = "harry potter"):