SlideShare a Scribd company logo
1 of 41
Download to read offline
Apache NiFi 101:
Introduction and Best
Practices
Tim Spann | Developer Advocate
Question Everything!
Session
Regular 50 minute session
Apache NiFi 101: Introduction
and Best Practices
Primary Speaker
Fri 12:00
Feedback Link
https://sqlb.it/?7108
Timothy Spann | Developer
Advocate
FLiP(N) Stack = Flink, Pulsar and NiFI Stack
Streaming Systems & Data Architecture Expert
Experience:
15+ years of experience with streaming technologies
including Pulsar, Flink, Spark, NiFi, Kafka, Big Data,
Cloud, ML, IoT and more.
Today, he helps to grow the Pulsar community sharing
rich technical knowledge and experience at both global
conferences and through individual conversations
streamnative.io
Passionate and dedicated team.
Founded by the original developers of
Apache Pulsar.
StreamNative helps teams to capture,
manage, and leverage data using Pulsarā€™s
uniļ¬ed messaging and streaming
platform.
FLiP Stack Weekly
This week in Apache Flink, Apache Pulsar, Apache
NiFi, Apache Spark and open source friends.
https://bit.ly/32dAJft
<->
Streaming FLiPN Apps
StreamNative Hub
StreamNative Cloud
Uniļ¬ed Batch and Stream COMPUTING
Batch
(Batch + Stream)
Uniļ¬ed Batch and Stream STORAGE
Offload
(Queuing + Streaming)
Tiered Storage
Pulsar
---
KoP
---
MoP
---
Websocket
Pulsar
Sink
Streaming
Edge Gateway
Protocols
<-> Events <->
CDC
Apps
Apache NiFi
Why Apache NiFi?
ā€¢ Guaranteed delivery
ā€¢ Data buffering
- Backpressure
- Pressure release
ā€¢ Prioritized queuing
ā€¢ Flow specific QoS
- Latency vs. throughput
- Loss tolerance
ā€¢ Data provenance
ā€¢ Supports push and pull
models
ā€¢ 350+ processors
ā€¢ Visual command and
control
ā€¢ Over a 100 sources
ā€¢ Flow templates
ā€¢ Pluggable/multi-role
security
ā€¢ Designed for extension
ā€¢ Clustering
ā€¢ Version Control
Architecture
https://nifi.apache.org/docs/nifi-docs/html/overview.html
Flow File
https://nifi.apache.org/docs/nifi-docs/html/overview.html
Flow Files are content and key/value pairs for attributes
that are each event/message/ļ¬le that has
been introduced into NiFi.
Processor
https://nifi.apache.org/docs/nifi-docs/html/overview.html
A Java component that runs in NiFi to route, process or
manipulate data. You can build your own if it is not included in
Standard NiFi or not in the open source.
Controller
Like a connection pools, connections, processes that ingest or
work with outside data.
Connection
https://nifi.apache.org/docs/nifi-docs/html/overview.html
These link together NiFi processors.
Process Groups
Groups of processors. These are versionable and reusable
components/modules.
Provenance
https://www.datainmotion.dev/2021/01/automating-starting-services-in-apache.html
Backpressure & Prioritizers
https://www.datainmotion.dev/2019/11/exploring-apache-nifi-110-parameters.html
Record Processors
https://www.datainmotion.dev/2019/03/advanced-xml-processing-with-apache.html
ā— XML, CSV, JSON, AVRO and more
ā— Schemas or Inferred Schemas
ā— Easily convert between them
ā— Support SQL with Apache Calcite
Record Processors
https://www.datainmotion.dev/2019/03/advanced-xml-processing-with-apache.html
Caching
https://dev.to/tspannhw/flank-using-apache-kudu-as-a-cache-for-fda-updates-4knj
Listen FTP
Let Apache NiFi be your FTP server
Consume MQTT
This could read from Apache Pulsar - MoP (MQTT on Pulsar)
Apache NiFi Pulsar Connector
https://github.com/david-streamlio/pulsar-nifi-bundle
Apache NiFi Pulsar Connector
https://www.datainmotion.dev/2021/11/producing-and-consuming-pulsar-messages.html
Apache NiFi Pulsar Connector
Apache NiFi Pulsar Connector
Apache NiFi Pulsar Connector
https://github.com/streamnative/pulsar-nifi-bundle
Apache NiFi Pulsar Connector
https://streamnative.io/apache-niļ¬-connector/
https://github.com/tspannhw/awesome-niļ¬-pulsar
https://t.co/TbcYhdUPVn
Metrics, Status, Charts
https://www.clouddataops.dev/data-flow-experience
DevOps on Apache NiFi 1.15.3
Toolkit Setup on Apache NiFi 1.15.3
Download NiFi Toolkit
Copy keystore and truststore information from your NiFi conf/nifi.properties
Create a nifi.properties file linked to the cli.sh
baseUrl=https://nvidia-desktop:8443
keystore=/home/nvidia/nvme/nifi-1.15.3/conf/keystore.p12
keystoreType=PKCS12
keystorePasswd=5325343412efaab3123c6892d93
keyPasswd=53134eee99da9dbe9349123aa17c6892d93
truststore=/home/nvidia/nvme/nifi-1.15.3/conf/truststore.p12
truststoreType=PKCS12
truststorePasswd=93498Dfdjfhujdhure8d8hfd84j3n43jd
DevOps
https://www.datainmotion.dev/2021/01/automating-starting-services-in-apache.html
https://nipyapi.readthedocs.io/en/latest/
niļ¬-toolkit/bin/cli.sh niļ¬ list-param-contexts
niļ¬-toolkit/bin/cli.sh niļ¬ pg-list
niļ¬-toolkit/bin/cli.sh niļ¬ pg-set-param-context ā€¦
Or
niļ¬-toolkit/bin/cli.sh
niļ¬ pg-list
DevOps
https://dev.to/tspannhw/automating-starting-services-in-apache-nifi-and-applying-parameters-5h4n
https://github.com/tspannhw/ApacheConAtHome2020/blob/main/scripts/setupnifi.sh
niļ¬ pg-list
niļ¬ pg-status
niļ¬ pg-get-services
niļ¬ pg-enable-services -u https:/
/nvidia-desktop:8443 --processGroupId root
niļ¬ pg-start -u http:/
/edge2ai-1.dim.local:8080 -pgid LOOKTHISUP
niļ¬ list-param-contexts -u https:/
/nvidia-desktop:8443 -verbose
niļ¬ create-reporting-task -u https:/
/nvidia-desktop:8443 -verbose -i
All Data - Anytime - Anywhere - Multi-Cloud - Multi-Protocol
Multi-
inges
t
Multi-
inges
t
Multi-ingest Merge
Priority
Apache Pulsar
Apache Pulsar is a Cloud-Native
Messaging and Event-Streaming Platform.
Why Apache Pulsar?
Uniļ¬ed
Messaging
Platform
Guaranteed
Message
Delivery
Resiliency Inļ¬nite
Scalability
Connectivity
ā€¢ Functions - Lightweight Stream
Processing (Java, Python, Go)
ā€¢ Connectors - Sources & Sinks
(Cassandra, Kafka, ā€¦)
ā€¢ Protocol Handlers - AoP (AMQP), KoP
(Kafka), MoP (MQTT)
ā€¢ Processing Engines - Flink, Spark,
Presto/Trino via Pulsar SQL, NiFi
ā€¢ Data Oļ¬„oaders - Tiered Storage - (S3)
hub.streamnative.io
Serverless Event
Streaming
Framework
ā€¢ Lightweight computation similar
to AWS Lambda.
ā€¢ Speciļ¬cally designed to use
Apache Pulsar as a message bus.
ā€¢ Function runtime can be located
within Pulsar Broker.
ā€¢ Java, Go, Python
https://streamnative.io/blog/engineering/2021-11-10-streaming-data-pipelines-with-pulsar-io/
Presto/Trino workers can read segments
directly from bookies (or ofļ¬‚oaded storage) in
parallel. Bookie
1
Segment 1
Producer Consumer
Broker 1
Topic1-Part1
Broker 2
Topic1-Part2
Broker 3
Topic1-Part3
Segment
2
Segment
3
Segment
4
Segment X
Segment 1
Segment
1 Segment 1
Segment 3
Segment
3
Segment 3
Segment 2
Segment
2
Segment 2
Segment 4
Segment 4
Segment
4
Segment X
Segment X
Segment X
Bookie
2
Bookie
3
Query
Coordin
ator
.
.
.
.
.
.
SQL
Worker
SQL
Worker
SQL
Worker
SQL
Worker
Query
Topic
Metadata
Pulsar SQL
Question Everything!
Session
Regular 50 minute session
Apache NiFi 101: Introduction
and Best Practices
Primary Speaker
Fri 12:00
Feedback Link
https://sqlb.it/?7108
ā— https://www.datainmotion.dev/2021/11/producing-and-consuming-pulsar-messages.html
ā— https://www.datainmotion.dev/2020/06/no-more-spaghetti-ļ¬‚ows.html
ā— https://github.com/tspannhw/EverythingApacheNiFi
ā— https://www.datainmotion.dev/2019/03/apache-niļ¬-101.html
ā— https://niļ¬.apache.org/docs/niļ¬-docs/html/niļ¬-in-depth.html
ā— https://pierrevillard.com/best-of-niļ¬/
ā— https://blogs.apache.org/niļ¬/
ā— https://www.niļ¬.rocks/documents/niļ¬-expression-language-cheat-sheet.pdf
ā— https://dev.to/tspannhw/new-features-of-apache-niļ¬-1-13-0-45ln
ā— https://dev.to/tspannhw/tracking-satellites-with-apache-niļ¬-44o7
ā— https://www.datainmotion.dev/2021/01/ļ¬‚ank-using-apache-kudu-as-cache-for.html
ā— https://www.datainmotion.dev/2020/12/basic-understanding-of-cloudera-ļ¬‚ow.html
ā— https://bryanbende.com/development/2021/11/10/apache-niļ¬-stateless
Deeper Content
Now Available
On-Demand Pulsar
Training
Academy.StreamNative.io

More Related Content

Similar to Sql bits apache nifi 101 Introduction and best practices

Deep Dive into Building Streaming Applications with Apache Pulsar
Deep Dive into Building Streaming Applications with Apache Pulsar Deep Dive into Building Streaming Applications with Apache Pulsar
Deep Dive into Building Streaming Applications with Apache Pulsar Timothy Spann
Ā 
Codeless pipelines with pulsar and flink
Codeless pipelines with pulsar and flinkCodeless pipelines with pulsar and flink
Codeless pipelines with pulsar and flinkTimothy Spann
Ā 
DBCC 2021 - FLiP Stack for Cloud Data Lakes
DBCC 2021 - FLiP Stack for Cloud Data LakesDBCC 2021 - FLiP Stack for Cloud Data Lakes
DBCC 2021 - FLiP Stack for Cloud Data LakesTimothy Spann
Ā 
Building Modern Data Streaming Apps with Python
Building Modern Data Streaming Apps with PythonBuilding Modern Data Streaming Apps with Python
Building Modern Data Streaming Apps with PythonTimothy Spann
Ā 
Real time cloud native open source streaming of any data to apache solr
Real time cloud native open source streaming of any data to apache solrReal time cloud native open source streaming of any data to apache solr
Real time cloud native open source streaming of any data to apache solrTimothy Spann
Ā 
Pass data community summit - 2021 - Real-Time Streaming in Azure with Apache ...
Pass data community summit - 2021 - Real-Time Streaming in Azure with Apache ...Pass data community summit - 2021 - Real-Time Streaming in Azure with Apache ...
Pass data community summit - 2021 - Real-Time Streaming in Azure with Apache ...Timothy Spann
Ā 
Cloud lunch and learn real-time streaming in azure
Cloud lunch and learn real-time streaming in azureCloud lunch and learn real-time streaming in azure
Cloud lunch and learn real-time streaming in azureTimothy Spann
Ā 
Conf42 Python_ ML Enhanced Event Streaming Apps with Python Microservices
Conf42 Python_ ML Enhanced Event Streaming Apps with Python MicroservicesConf42 Python_ ML Enhanced Event Streaming Apps with Python Microservices
Conf42 Python_ ML Enhanced Event Streaming Apps with Python MicroservicesTimothy Spann
Ā 
Kafka Summit SF Apr 26 2016 - Generating Real-time Recommendations with NiFi,...
Kafka Summit SF Apr 26 2016 - Generating Real-time Recommendations with NiFi,...Kafka Summit SF Apr 26 2016 - Generating Real-time Recommendations with NiFi,...
Kafka Summit SF Apr 26 2016 - Generating Real-time Recommendations with NiFi,...Chris Fregly
Ā 
OSS EU: Deep Dive into Building Streaming Applications with Apache Pulsar
OSS EU:  Deep Dive into Building Streaming Applications with Apache PulsarOSS EU:  Deep Dive into Building Streaming Applications with Apache Pulsar
OSS EU: Deep Dive into Building Streaming Applications with Apache PulsarTimothy Spann
Ā 
AIDevWorldApacheNiFi101
AIDevWorldApacheNiFi101AIDevWorldApacheNiFi101
AIDevWorldApacheNiFi101Timothy Spann
Ā 
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache Pulsar
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache PulsarApacheCon2022_Deep Dive into Building Streaming Applications with Apache Pulsar
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache PulsarTimothy Spann
Ā 
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...Timothy Spann
Ā 
2018 07-11 - kafka integration patterns
2018 07-11 - kafka integration patterns2018 07-11 - kafka integration patterns
2018 07-11 - kafka integration patternsAlberto Paro
Ā 
Timothy Spann [StreamNative] | Using FLaNK with InfluxDB for EdgeAI IoT at Sc...
Timothy Spann [StreamNative] | Using FLaNK with InfluxDB for EdgeAI IoT at Sc...Timothy Spann [StreamNative] | Using FLaNK with InfluxDB for EdgeAI IoT at Sc...
Timothy Spann [StreamNative] | Using FLaNK with InfluxDB for EdgeAI IoT at Sc...InfluxData
Ā 
Using FLiP with influxdb for EdgeAI IoT at Scale
Using FLiP with influxdb for EdgeAI IoT at ScaleUsing FLiP with influxdb for EdgeAI IoT at Scale
Using FLiP with influxdb for EdgeAI IoT at ScaleTimothy Spann
Ā 
Api world apache nifi 101
Api world   apache nifi 101Api world   apache nifi 101
Api world apache nifi 101Timothy Spann
Ā 
[AI Dev World 2022] Build ML Enhanced Event Streaming
[AI Dev World 2022] Build ML Enhanced Event Streaming[AI Dev World 2022] Build ML Enhanced Event Streaming
[AI Dev World 2022] Build ML Enhanced Event StreamingTimothy Spann
Ā 
CoC23_ Looking at the New Features of Apache NiFi
CoC23_ Looking at the New Features of Apache NiFiCoC23_ Looking at the New Features of Apache NiFi
CoC23_ Looking at the New Features of Apache NiFiTimothy Spann
Ā 
CoC23_ Looking at the New Features of Apache NiFi
CoC23_ Looking at the New Features of Apache NiFiCoC23_ Looking at the New Features of Apache NiFi
CoC23_ Looking at the New Features of Apache NiFissuser73434e
Ā 

Similar to Sql bits apache nifi 101 Introduction and best practices (20)

Deep Dive into Building Streaming Applications with Apache Pulsar
Deep Dive into Building Streaming Applications with Apache Pulsar Deep Dive into Building Streaming Applications with Apache Pulsar
Deep Dive into Building Streaming Applications with Apache Pulsar
Ā 
Codeless pipelines with pulsar and flink
Codeless pipelines with pulsar and flinkCodeless pipelines with pulsar and flink
Codeless pipelines with pulsar and flink
Ā 
DBCC 2021 - FLiP Stack for Cloud Data Lakes
DBCC 2021 - FLiP Stack for Cloud Data LakesDBCC 2021 - FLiP Stack for Cloud Data Lakes
DBCC 2021 - FLiP Stack for Cloud Data Lakes
Ā 
Building Modern Data Streaming Apps with Python
Building Modern Data Streaming Apps with PythonBuilding Modern Data Streaming Apps with Python
Building Modern Data Streaming Apps with Python
Ā 
Real time cloud native open source streaming of any data to apache solr
Real time cloud native open source streaming of any data to apache solrReal time cloud native open source streaming of any data to apache solr
Real time cloud native open source streaming of any data to apache solr
Ā 
Pass data community summit - 2021 - Real-Time Streaming in Azure with Apache ...
Pass data community summit - 2021 - Real-Time Streaming in Azure with Apache ...Pass data community summit - 2021 - Real-Time Streaming in Azure with Apache ...
Pass data community summit - 2021 - Real-Time Streaming in Azure with Apache ...
Ā 
Cloud lunch and learn real-time streaming in azure
Cloud lunch and learn real-time streaming in azureCloud lunch and learn real-time streaming in azure
Cloud lunch and learn real-time streaming in azure
Ā 
Conf42 Python_ ML Enhanced Event Streaming Apps with Python Microservices
Conf42 Python_ ML Enhanced Event Streaming Apps with Python MicroservicesConf42 Python_ ML Enhanced Event Streaming Apps with Python Microservices
Conf42 Python_ ML Enhanced Event Streaming Apps with Python Microservices
Ā 
Kafka Summit SF Apr 26 2016 - Generating Real-time Recommendations with NiFi,...
Kafka Summit SF Apr 26 2016 - Generating Real-time Recommendations with NiFi,...Kafka Summit SF Apr 26 2016 - Generating Real-time Recommendations with NiFi,...
Kafka Summit SF Apr 26 2016 - Generating Real-time Recommendations with NiFi,...
Ā 
OSS EU: Deep Dive into Building Streaming Applications with Apache Pulsar
OSS EU:  Deep Dive into Building Streaming Applications with Apache PulsarOSS EU:  Deep Dive into Building Streaming Applications with Apache Pulsar
OSS EU: Deep Dive into Building Streaming Applications with Apache Pulsar
Ā 
AIDevWorldApacheNiFi101
AIDevWorldApacheNiFi101AIDevWorldApacheNiFi101
AIDevWorldApacheNiFi101
Ā 
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache Pulsar
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache PulsarApacheCon2022_Deep Dive into Building Streaming Applications with Apache Pulsar
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache Pulsar
Ā 
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Ā 
2018 07-11 - kafka integration patterns
2018 07-11 - kafka integration patterns2018 07-11 - kafka integration patterns
2018 07-11 - kafka integration patterns
Ā 
Timothy Spann [StreamNative] | Using FLaNK with InfluxDB for EdgeAI IoT at Sc...
Timothy Spann [StreamNative] | Using FLaNK with InfluxDB for EdgeAI IoT at Sc...Timothy Spann [StreamNative] | Using FLaNK with InfluxDB for EdgeAI IoT at Sc...
Timothy Spann [StreamNative] | Using FLaNK with InfluxDB for EdgeAI IoT at Sc...
Ā 
Using FLiP with influxdb for EdgeAI IoT at Scale
Using FLiP with influxdb for EdgeAI IoT at ScaleUsing FLiP with influxdb for EdgeAI IoT at Scale
Using FLiP with influxdb for EdgeAI IoT at Scale
Ā 
Api world apache nifi 101
Api world   apache nifi 101Api world   apache nifi 101
Api world apache nifi 101
Ā 
[AI Dev World 2022] Build ML Enhanced Event Streaming
[AI Dev World 2022] Build ML Enhanced Event Streaming[AI Dev World 2022] Build ML Enhanced Event Streaming
[AI Dev World 2022] Build ML Enhanced Event Streaming
Ā 
CoC23_ Looking at the New Features of Apache NiFi
CoC23_ Looking at the New Features of Apache NiFiCoC23_ Looking at the New Features of Apache NiFi
CoC23_ Looking at the New Features of Apache NiFi
Ā 
CoC23_ Looking at the New Features of Apache NiFi
CoC23_ Looking at the New Features of Apache NiFiCoC23_ Looking at the New Features of Apache NiFi
CoC23_ Looking at the New Features of Apache NiFi
Ā 

More from Timothy Spann

Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusTimothy Spann
Ā 
April 2024 - NLIT Cloudera Real-Time LLM Streaming 2024
April 2024 - NLIT Cloudera Real-Time LLM Streaming 2024April 2024 - NLIT Cloudera Real-Time LLM Streaming 2024
April 2024 - NLIT Cloudera Real-Time LLM Streaming 2024Timothy Spann
Ā 
Real-Time AI Streaming - AI Max Princeton
Real-Time AI  Streaming - AI Max PrincetonReal-Time AI  Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max PrincetonTimothy Spann
Ā 
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesConf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesTimothy Spann
Ā 
2024 XTREMEJ_ Building Real-time Pipelines with FLaNK_ A Case Study with Tra...
2024 XTREMEJ_  Building Real-time Pipelines with FLaNK_ A Case Study with Tra...2024 XTREMEJ_  Building Real-time Pipelines with FLaNK_ A Case Study with Tra...
2024 XTREMEJ_ Building Real-time Pipelines with FLaNK_ A Case Study with Tra...Timothy Spann
Ā 
28March2024-Codeless-Generative-AI-Pipelines
28March2024-Codeless-Generative-AI-Pipelines28March2024-Codeless-Generative-AI-Pipelines
28March2024-Codeless-Generative-AI-PipelinesTimothy Spann
Ā 
TCFPro24 Building Real-Time Generative AI Pipelines
TCFPro24 Building Real-Time Generative AI PipelinesTCFPro24 Building Real-Time Generative AI Pipelines
TCFPro24 Building Real-Time Generative AI PipelinesTimothy Spann
Ā 
2024 Build Generative AI for Non-Profits
2024 Build Generative AI for Non-Profits2024 Build Generative AI for Non-Profits
2024 Build Generative AI for Non-ProfitsTimothy Spann
Ā 
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...Timothy Spann
Ā 
Conf42-Python-Building Apache NiFi 2.0 Python Processors
Conf42-Python-Building Apache NiFi 2.0 Python ProcessorsConf42-Python-Building Apache NiFi 2.0 Python Processors
Conf42-Python-Building Apache NiFi 2.0 Python ProcessorsTimothy Spann
Ā 
Conf42Python -Using Apache NiFi, Apache Kafka, RisingWave, and Apache Iceberg...
Conf42Python -Using Apache NiFi, Apache Kafka, RisingWave, and Apache Iceberg...Conf42Python -Using Apache NiFi, Apache Kafka, RisingWave, and Apache Iceberg...
Conf42Python -Using Apache NiFi, Apache Kafka, RisingWave, and Apache Iceberg...Timothy Spann
Ā 
2024 Feb AI Meetup NYC GenAI_LLMs_ML_Data Codeless Generative AI Pipelines
2024 Feb AI Meetup NYC GenAI_LLMs_ML_Data Codeless Generative AI Pipelines2024 Feb AI Meetup NYC GenAI_LLMs_ML_Data Codeless Generative AI Pipelines
2024 Feb AI Meetup NYC GenAI_LLMs_ML_Data Codeless Generative AI PipelinesTimothy Spann
Ā 
DBA Fundamentals Group: Continuous SQL with Kafka and Flink
DBA Fundamentals Group: Continuous SQL with Kafka and FlinkDBA Fundamentals Group: Continuous SQL with Kafka and Flink
DBA Fundamentals Group: Continuous SQL with Kafka and FlinkTimothy Spann
Ā 
NY Open Source Data Meetup Feb 8 2024 Building Real-time Pipelines with FLaNK...
NY Open Source Data Meetup Feb 8 2024 Building Real-time Pipelines with FLaNK...NY Open Source Data Meetup Feb 8 2024 Building Real-time Pipelines with FLaNK...
NY Open Source Data Meetup Feb 8 2024 Building Real-time Pipelines with FLaNK...Timothy Spann
Ā 
OSACon 2023_ Unlocking Financial Data with Real-Time Pipelines
OSACon 2023_ Unlocking Financial Data with Real-Time PipelinesOSACon 2023_ Unlocking Financial Data with Real-Time Pipelines
OSACon 2023_ Unlocking Financial Data with Real-Time PipelinesTimothy Spann
Ā 
Building Real-Time Travel Alerts
Building Real-Time Travel AlertsBuilding Real-Time Travel Alerts
Building Real-Time Travel AlertsTimothy Spann
Ā 
JConWorld_ Continuous SQL with Kafka and Flink
JConWorld_ Continuous SQL with Kafka and FlinkJConWorld_ Continuous SQL with Kafka and Flink
JConWorld_ Continuous SQL with Kafka and FlinkTimothy Spann
Ā 
[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines
[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines
[EN]DSS23_tspann_Integrating LLM with Streaming Data PipelinesTimothy Spann
Ā 
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines Demo
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines DemoEvolve 2023 NYC - Integrating AI Into Realtime Data Pipelines Demo
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines DemoTimothy Spann
Ā 
26Oct2023_Adding Generative AI to Real-Time Streaming Pipelines_ NYC Meetup
26Oct2023_Adding Generative AI to Real-Time Streaming Pipelines_ NYC Meetup26Oct2023_Adding Generative AI to Real-Time Streaming Pipelines_ NYC Meetup
26Oct2023_Adding Generative AI to Real-Time Streaming Pipelines_ NYC MeetupTimothy Spann
Ā 

More from Timothy Spann (20)

Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
Ā 
April 2024 - NLIT Cloudera Real-Time LLM Streaming 2024
April 2024 - NLIT Cloudera Real-Time LLM Streaming 2024April 2024 - NLIT Cloudera Real-Time LLM Streaming 2024
April 2024 - NLIT Cloudera Real-Time LLM Streaming 2024
Ā 
Real-Time AI Streaming - AI Max Princeton
Real-Time AI  Streaming - AI Max PrincetonReal-Time AI  Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max Princeton
Ā 
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesConf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Ā 
2024 XTREMEJ_ Building Real-time Pipelines with FLaNK_ A Case Study with Tra...
2024 XTREMEJ_  Building Real-time Pipelines with FLaNK_ A Case Study with Tra...2024 XTREMEJ_  Building Real-time Pipelines with FLaNK_ A Case Study with Tra...
2024 XTREMEJ_ Building Real-time Pipelines with FLaNK_ A Case Study with Tra...
Ā 
28March2024-Codeless-Generative-AI-Pipelines
28March2024-Codeless-Generative-AI-Pipelines28March2024-Codeless-Generative-AI-Pipelines
28March2024-Codeless-Generative-AI-Pipelines
Ā 
TCFPro24 Building Real-Time Generative AI Pipelines
TCFPro24 Building Real-Time Generative AI PipelinesTCFPro24 Building Real-Time Generative AI Pipelines
TCFPro24 Building Real-Time Generative AI Pipelines
Ā 
2024 Build Generative AI for Non-Profits
2024 Build Generative AI for Non-Profits2024 Build Generative AI for Non-Profits
2024 Build Generative AI for Non-Profits
Ā 
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...
Ā 
Conf42-Python-Building Apache NiFi 2.0 Python Processors
Conf42-Python-Building Apache NiFi 2.0 Python ProcessorsConf42-Python-Building Apache NiFi 2.0 Python Processors
Conf42-Python-Building Apache NiFi 2.0 Python Processors
Ā 
Conf42Python -Using Apache NiFi, Apache Kafka, RisingWave, and Apache Iceberg...
Conf42Python -Using Apache NiFi, Apache Kafka, RisingWave, and Apache Iceberg...Conf42Python -Using Apache NiFi, Apache Kafka, RisingWave, and Apache Iceberg...
Conf42Python -Using Apache NiFi, Apache Kafka, RisingWave, and Apache Iceberg...
Ā 
2024 Feb AI Meetup NYC GenAI_LLMs_ML_Data Codeless Generative AI Pipelines
2024 Feb AI Meetup NYC GenAI_LLMs_ML_Data Codeless Generative AI Pipelines2024 Feb AI Meetup NYC GenAI_LLMs_ML_Data Codeless Generative AI Pipelines
2024 Feb AI Meetup NYC GenAI_LLMs_ML_Data Codeless Generative AI Pipelines
Ā 
DBA Fundamentals Group: Continuous SQL with Kafka and Flink
DBA Fundamentals Group: Continuous SQL with Kafka and FlinkDBA Fundamentals Group: Continuous SQL with Kafka and Flink
DBA Fundamentals Group: Continuous SQL with Kafka and Flink
Ā 
NY Open Source Data Meetup Feb 8 2024 Building Real-time Pipelines with FLaNK...
NY Open Source Data Meetup Feb 8 2024 Building Real-time Pipelines with FLaNK...NY Open Source Data Meetup Feb 8 2024 Building Real-time Pipelines with FLaNK...
NY Open Source Data Meetup Feb 8 2024 Building Real-time Pipelines with FLaNK...
Ā 
OSACon 2023_ Unlocking Financial Data with Real-Time Pipelines
OSACon 2023_ Unlocking Financial Data with Real-Time PipelinesOSACon 2023_ Unlocking Financial Data with Real-Time Pipelines
OSACon 2023_ Unlocking Financial Data with Real-Time Pipelines
Ā 
Building Real-Time Travel Alerts
Building Real-Time Travel AlertsBuilding Real-Time Travel Alerts
Building Real-Time Travel Alerts
Ā 
JConWorld_ Continuous SQL with Kafka and Flink
JConWorld_ Continuous SQL with Kafka and FlinkJConWorld_ Continuous SQL with Kafka and Flink
JConWorld_ Continuous SQL with Kafka and Flink
Ā 
[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines
[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines
[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines
Ā 
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines Demo
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines DemoEvolve 2023 NYC - Integrating AI Into Realtime Data Pipelines Demo
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines Demo
Ā 
26Oct2023_Adding Generative AI to Real-Time Streaming Pipelines_ NYC Meetup
26Oct2023_Adding Generative AI to Real-Time Streaming Pipelines_ NYC Meetup26Oct2023_Adding Generative AI to Real-Time Streaming Pipelines_ NYC Meetup
26Oct2023_Adding Generative AI to Real-Time Streaming Pipelines_ NYC Meetup
Ā 

Recently uploaded

Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfkalichargn70th171
Ā 
Salesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantSalesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantAxelRicardoTrocheRiq
Ā 
Russian Call Girls in Karol Bagh Aasnvi āž”ļø 8264348440 šŸ’‹šŸ“ž Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi āž”ļø 8264348440 šŸ’‹šŸ“ž Independent Escort S...Russian Call Girls in Karol Bagh Aasnvi āž”ļø 8264348440 šŸ’‹šŸ“ž Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi āž”ļø 8264348440 šŸ’‹šŸ“ž Independent Escort S...soniya singh
Ā 
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio, Inc.
Ā 
chapter--4-software-project-planning.ppt
chapter--4-software-project-planning.pptchapter--4-software-project-planning.ppt
chapter--4-software-project-planning.pptkotipi9215
Ā 
(Genuine) Escort Service Lucknow | Starting ā‚¹,5K To @25k with A/C šŸ§‘šŸ½ā€ā¤ļøā€šŸ§‘šŸ» 89...
(Genuine) Escort Service Lucknow | Starting ā‚¹,5K To @25k with A/C šŸ§‘šŸ½ā€ā¤ļøā€šŸ§‘šŸ» 89...(Genuine) Escort Service Lucknow | Starting ā‚¹,5K To @25k with A/C šŸ§‘šŸ½ā€ā¤ļøā€šŸ§‘šŸ» 89...
(Genuine) Escort Service Lucknow | Starting ā‚¹,5K To @25k with A/C šŸ§‘šŸ½ā€ā¤ļøā€šŸ§‘šŸ» 89...gurkirankumar98700
Ā 
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEBATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEOrtus Solutions, Corp
Ā 
Unit 1.1 Excite Part 1, class 9, cbse...
Unit 1.1 Excite Part 1, class 9, cbse...Unit 1.1 Excite Part 1, class 9, cbse...
Unit 1.1 Excite Part 1, class 9, cbse...aditisharan08
Ā 
Engage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyEngage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyFrank van der Linden
Ā 
Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)OPEN KNOWLEDGE GmbH
Ā 
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...stazi3110
Ā 
DNT_Corporate presentation know about us
DNT_Corporate presentation know about usDNT_Corporate presentation know about us
DNT_Corporate presentation know about usDynamic Netsoft
Ā 
cybersecurity notes for mca students for learning
cybersecurity notes for mca students for learningcybersecurity notes for mca students for learning
cybersecurity notes for mca students for learningVitsRangannavar
Ā 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comFatema Valibhai
Ā 
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...kellynguyen01
Ā 
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...Christina Lin
Ā 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxbodapatigopi8531
Ā 
Advancing Engineering with AI through the Next Generation of Strategic Projec...
Advancing Engineering with AI through the Next Generation of Strategic Projec...Advancing Engineering with AI through the Next Generation of Strategic Projec...
Advancing Engineering with AI through the Next Generation of Strategic Projec...OnePlan Solutions
Ā 
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptxKnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptxTier1 app
Ā 

Recently uploaded (20)

Call Girls In Mukherjee Nagar šŸ“± 9999965857 šŸ¤© Delhi šŸ«¦ HOT AND SEXY VVIP šŸŽ SE...
Call Girls In Mukherjee Nagar šŸ“±  9999965857  šŸ¤© Delhi šŸ«¦ HOT AND SEXY VVIP šŸŽ SE...Call Girls In Mukherjee Nagar šŸ“±  9999965857  šŸ¤© Delhi šŸ«¦ HOT AND SEXY VVIP šŸŽ SE...
Call Girls In Mukherjee Nagar šŸ“± 9999965857 šŸ¤© Delhi šŸ«¦ HOT AND SEXY VVIP šŸŽ SE...
Ā 
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Ā 
Salesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantSalesforce Certified Field Service Consultant
Salesforce Certified Field Service Consultant
Ā 
Russian Call Girls in Karol Bagh Aasnvi āž”ļø 8264348440 šŸ’‹šŸ“ž Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi āž”ļø 8264348440 šŸ’‹šŸ“ž Independent Escort S...Russian Call Girls in Karol Bagh Aasnvi āž”ļø 8264348440 šŸ’‹šŸ“ž Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi āž”ļø 8264348440 šŸ’‹šŸ“ž Independent Escort S...
Ā 
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Ā 
chapter--4-software-project-planning.ppt
chapter--4-software-project-planning.pptchapter--4-software-project-planning.ppt
chapter--4-software-project-planning.ppt
Ā 
(Genuine) Escort Service Lucknow | Starting ā‚¹,5K To @25k with A/C šŸ§‘šŸ½ā€ā¤ļøā€šŸ§‘šŸ» 89...
(Genuine) Escort Service Lucknow | Starting ā‚¹,5K To @25k with A/C šŸ§‘šŸ½ā€ā¤ļøā€šŸ§‘šŸ» 89...(Genuine) Escort Service Lucknow | Starting ā‚¹,5K To @25k with A/C šŸ§‘šŸ½ā€ā¤ļøā€šŸ§‘šŸ» 89...
(Genuine) Escort Service Lucknow | Starting ā‚¹,5K To @25k with A/C šŸ§‘šŸ½ā€ā¤ļøā€šŸ§‘šŸ» 89...
Ā 
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEBATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
Ā 
Unit 1.1 Excite Part 1, class 9, cbse...
Unit 1.1 Excite Part 1, class 9, cbse...Unit 1.1 Excite Part 1, class 9, cbse...
Unit 1.1 Excite Part 1, class 9, cbse...
Ā 
Engage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyEngage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The Ugly
Ā 
Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)
Ā 
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Ā 
DNT_Corporate presentation know about us
DNT_Corporate presentation know about usDNT_Corporate presentation know about us
DNT_Corporate presentation know about us
Ā 
cybersecurity notes for mca students for learning
cybersecurity notes for mca students for learningcybersecurity notes for mca students for learning
cybersecurity notes for mca students for learning
Ā 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.com
Ā 
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Ā 
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
Ā 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptx
Ā 
Advancing Engineering with AI through the Next Generation of Strategic Projec...
Advancing Engineering with AI through the Next Generation of Strategic Projec...Advancing Engineering with AI through the Next Generation of Strategic Projec...
Advancing Engineering with AI through the Next Generation of Strategic Projec...
Ā 
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptxKnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
Ā 

Sql bits apache nifi 101 Introduction and best practices