Writing design docs for data pipelines
Towards Data Science
MAY 22, 2023
Exploring the what, why, and how of design docs for data components — and why they matter. Continue reading on Towards Data Science »
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Towards Data Science
MAY 22, 2023
Exploring the what, why, and how of design docs for data components — and why they matter. Continue reading on Towards Data Science »
dbt Developer Hub
MAY 16, 2023
Not only will you learn how to work in an easier way with dbt documentation, but you will also become more familiar with the dbt Codegen package , docs blocks, regex, and terminal commands. Create docs blocks for the new columns Docs blocks can be utilized to write more DRY and robust documentation.
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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication
Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
KDnuggets
MARCH 23, 2023
What does Google have in the works for Google Docs and Gmail? How will this benefit you and your business?
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication
Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
RudderStack
MAY 12, 2021
Also, it focuses on why & how it open-sourced the content & took the next step in our open source journey of docs. RudderStack reveals its open-source story.
Confessions of a Data Guy
SEPTEMBER 9, 2023
Nothing screams “why are flying by night,” than coming into a Data Team only to find no tests, no docs, no deployments, no Docker, no nothing. […] The post The Role of DevOps and CI/CD in Data Engineering appeared first on Confessions of a Data Guy.
Christophe Blefari
MARCH 1, 2023
docs — in dbt you can add metadata on everything, some of the metadata is already expected by the framework and thank to it you can generate a small web page with your light catalog inside: you only need to do dbt docs generate and dbt docs serve. The dbt snapshot page is the best illustration I know of the SCD.
Propel Data
MARCH 8, 2023
We'll share how to integrated the Apollo Studio API explorer into Propel’s documentation, options we considered, and some of the challenges.
Christophe Blefari
FEBRUARY 2, 2024
DuckDB adoption numbers are demonstrating a real trend behind the "hype" DuckDB docs website gets 500k unique visitors per month and DuckDB has a new shiny website. DuckDB announcements The Duck creators announced that v0.10.1 is coming soon and before end of July we might get the v1.0.0.
Start Data Engineering
SEPTEMBER 29, 2021
dbt docs 3.7. Configurations and connections 3.2.1. profiles.yml 3.2.2. dbt_project.yml 3.3 Data flow 3.3.1. Source 3.3.2. Snapshots 3.3.3. Staging 3.3.4. Marts 3.3.4.1. Core 3.3.4.2. Marketing 3.4. dbt run 3.5. dbt test 3.6. Scheduling 4. Conclusion 5. Further reading 6. References 1.
Azure Data Engineering
JULY 16, 2022
For a detailed list of settings and sample JSON code, please visit the Microsoft Docs reference link below: Reference: [link] Service Principal: Service Principal of the data factory. User Assigned Managed Identity: User managed identity of the data factory.
Snowflake
MARCH 15, 2023
If you’re already an avid docs user, don’t worry—your bookmarks will continue to work. The docs site helps curate the latest features with homepage highlights and easy access to the Releases section. We have preserved all the existing URLs, ensuring a seamless transition for our loyal users.
Christophe Blefari
SEPTEMBER 25, 2023
Astronomer released Ask Astro — A LLM application that is able to understand Astro docs to answer most of the Apache Airflow questions. The source code is on Github. The implications of scaling Airflow — Sarah, who's working at Prefect, wrote a post about Airflow downsides at scale and how Prefect mitigates them.
Christophe Blefari
SEPTEMBER 25, 2023
Astronomer released Ask Astro — A LLM application that is able to understand Astro docs to answer most of the Apache Airflow questions. The source code is on Github. The implications of scaling Airflow — Sarah, who's working at Prefect, wrote a post about Airflow downsides at scale and how Prefect mitigates them.
know.bi
MAY 10, 2023
In this post, we'll start from the existing how-to guide in the Apache Hop docs, but add a bit more context and goes into a bit more detail on how to get everything going. As we started doing early this year, this post was contributed to the Apache Hop docs as an extended Apache Airflow how-to guide.
KDnuggets
MARCH 29, 2023
Automate the Boring Stuff with GPT-4 and Python • Introduction to Python Libraries for Data Cleaning • Google Answer to ChatGPT by Adding Generative AI into Docs and Gmail • Top 15 YouTube Channels to Level Up Your Machine Learning Skills • 3 Mistakes That Could Be Affecting the Accuracy of Your Data Analytics
know.bi
SEPTEMBER 20, 2023
is available: Apache Beam upgrade, Google Dataflow docs and new transforms for Google Analytics 4 and Google Sheets Input and Output. Apache Hop 2.6.0
Towards Data Science
DECEMBER 1, 2023
Store snapshots in a separate schema Take a while to generate dbt documentation using the “dbt docs generate” command. run “dbt docs serve” to open it in browser Serving — Snowflake Dashboard Finally, visualize your transformed data using Snowflake Dashboards. Good documentation provides better data discoverability and governance.
Netflix Tech
MARCH 10, 2021
Access the AWS console ( docs , talk , demo ) ConsoleMe allows users to access the AWS console through the use of temporary IAM role credentials. Retrieve and serve short-lived AWS credentials through Weep ( docs , talk ) Weep is ConsoleMe’s CLI utility. Users have a number of ways they can log in to the AWS console.
Christophe Blefari
FEBRUARY 3, 2024
Even if you give your LLM access to the database, the codebase and the docs there is something the LLM does not have: the implicit (vocal) business rules that are written nowhere. But there is something that limits the LLM: his business understanding. conference.
Edureka
MAY 17, 2023
Google Docs : Google Docs is a word processing application that can be used to create and edit documents. These features include the ability to export and run code, the ability to generate images from text prompts, and the ability to integrate with other Google tools like Docs and Sheets.
Christophe Blefari
SEPTEMBER 15, 2023
First you need a great onboarding doc and then you need to successfully pass the "bootcamp" phase, which matches the 2 first weeks. ❤️ The key to building a high-performing data team is structured onboarding — The title say it all. Still in the article it mentions 2 key piece.
Jesse Anderson
SEPTEMBER 14, 2023
As soon as people start using LLMs on a daily basis in Gmail and Google Docs, they’re going to expect it. Users won’t have to worry about starting GPT or another program to interact with an LLM. The metric I use for technology adoption is, what would people say if it were to disappear tomorrow? Think of autocompletes. We expect them.
Christophe Blefari
JULY 3, 2023
LakehouseIQ is a way to use your Enterprise signals (org charts, lineage, docs, queries, catalog, etc.) The CEO of Databricks was on stage and use words that I like, he says data should be democratise to every employee AI should be democratise in every product Databricks vision about LLMs (in Wed. to contextualise LLMs used in UI assistants.
Knowledge Hut
MARCH 27, 2024
Google Docs Google Search Google Maps Gmail Google Play Store I recommend you obtain a Web Design and Development course as a software engineer. Questions such as how you would design Google Docs, Google’s database for web indexing, Google Home, or Google Search play an integral part in the interview process.
ThoughtSpot
AUGUST 22, 2023
However, we do make self-service resources available through our thorough Docs , Community , and eLearning resources for those who prefer to work solo. The entire mission behind providing this support is taking the burden off of you—the everyday user.
Cloudera
OCTOBER 28, 2020
Because of the way Solr generates its logs, a schema similar to the following is adopted. {. "name": "docs", "namespace": "doc", "type": "record", "fields": [ {. "name" : "field", "type" : {. "type" : "array", "items" : {. "type" : "record", "name" : "record_tag", "namespace" : "name", "fields" : [.
Christophe Blefari
MARCH 17, 2023
On the other side Google announced the same for Google Docs and Gmail. Google and Microsoft will compete to include AI copilots in their offices suites — Microsoft announced 365 Copilot that will work in Word, Excel, Powerpoint and Outlook. Can we develop a GenAI that generates protests slogans?
Data Engineering Weekly
MARCH 19, 2023
link] Hiflylabs: dbt Docs as a Static Website I often joke, “This data catalog tool could be the static website out of dbt docs.” ” The blog narrates how to build a data catalog without spending money on dbt docs!!! link] All rights reserved ProtoGrowth Inc, India.
Towards Data Science
JUNE 19, 2023
Let’s see how to make these host connectors available in a Meerschaum project. In the compose file, all of the connectors we need for our project are defined under config:meerschaum:connectors.
Grouparoo
FEBRUARY 17, 2021
get ( url + ` /docs/config ` ) ; expect ( await getSessionItem ( "prevPath" ) ). toBe ( "/docs/config" ) ; await browser. toBe ( "/docs/config" ) ; expect ( await getSessionItem ( "currentPath" ) ). toBe ( "null" ) ; expect ( await getSessionItem ( "currentPath" ) ).
Cloudera
MAY 5, 2021
Please refer to this doc to learn how to define TaskGroups. If you want to understand more about the design details, you can find the design doc here. The TaskGroups type is self-explanatory, each taskGroup represents a “gang” for the application, which is a group of homogenous pod requests.
Knowledge Hut
SEPTEMBER 21, 2023
Entry Level Resume Template (Doc) Senior Azure Cloud Practitioner resume template (Doc) Top 10 Skills for an Azure Cloud Practitioner Resume It's crucial to highlight the abilities that are most pertinent to the position while creating your Azure Cloud Practitioner resume.
Scott Logic
DECEMBER 15, 2023
Contributing and code of conduct docs were added to ensure that contributing to the project is easy and clear, and that the repo can remain a safe space, free from harassment. Even adding your thoughts to the discussion threads on open issues is very much appreciated.
Data Engineering Podcast
AUGUST 3, 2021
To help other people find the show please leave a review on iTunes and tell your friends and co-workers Join the community in the new Zulip chat workspace at dataengineeringpodcast.com/chat Links Hudi Docs Hudi Design & Architecture Incremental Processing CDC == Change Data Capture Podcast Episodes Oracle GoldenGate Voldemort Kafka Hadoop Spark (..)
dbt Developer Hub
AUGUST 2, 2022
As described before, we need to run a dbt docs generate in order to create updated JSON artifacts used in the pre-commit hooks. For that reason, we will need our CI step to execute this command, which will require setting up a profiles.yml file providing dbt the information to connect to the data warehouse.
Rockset
SEPTEMBER 25, 2020
What you’ll notice is there is a clause that states while cursor.alive: This while statement allows your code to keep checking to see if your cursor is still alive and doc references the different documents that captured the change in the oplog. first = oplog.find().sort('$natural', sort('$natural', pymongo.DESCENDING).limit(-1).next()
Netflix Tech
MARCH 5, 2020
status, title, description, priority, etc,) and Google Doc and Google Drive for managing data itself. with FastAPI (including helper packages) VueJS UI Postgres We’re shipping Dispatch with built-in plugins that allow you to create and manage resources with GSuite (Docs, Drive, Sheets, Calendar, Groups), Jira, PagerDuty, and Slack.
dbt Developer Hub
NOVEMBER 14, 2021
I've surrendered to just searching for the docs. So I made this handy 2 x 2 matrix to help sort the differences out: I am sorry - that’s just a blank 2x2 matrix. Standardizing your DATEADD SQL syntax with a dbt macro But couldn’t we be doing something better with those keystrokes, like typing out and then deleting a tweet?
dbt Developer Hub
FEBRUARY 7, 2022
Check out the dbt docs for the project for an explanation of the fields. Here’s the output of final jafflegaggle_facts table : Referring to the DAG from the dbt docs, you can see how we are already benefiting from merging at the user level for analytics information related to jafflegaggle_contacts.
Ascend.io
JUNE 22, 2023
Get started with a free developer-tier Ascend Cloud environment and begin loading your data into MotherDuck today ( docs )! Ascend is thrilled to announce the availability of our newest feature: the ability to deliver data directly to the MotherDuck analytics platform!
Monte Carlo
FEBRUARY 13, 2023
To dive into other new releases, check out our docs. This streamlined monitor creation workflow also makes it easy to specify the field, monitoring schedule, and relevant monitor documentation. Interested in learning more about how Monte Carlo’s Table Health Dashboard helps leading data teams improve data reliability at scale?
Knowledge Hut
MAY 2, 2024
Documentation links for python Python Doc Conclusion This article will help you with stepwise instructions on the installation of python on mac. You can create this file by a simple touch command, and this file does not need to have any data inside it, All it has to do is to exist inside the directory, for that to work as a package.
Data Engineering Weekly
APRIL 28, 2023
Some exciting reads include patterns like an internal Wix Docs approach & integration of the documentation publishing as part of the CI/ CD pipelines.
Cloudera
FEBRUARY 21, 2023
We could just add the following fragment describing the new field and its time into the schema under the “Schema Definition” tab: { "name" : "data_timestamp", "type": "long", "doc": "Injected from a custom data transformation" } The last step is to change the Kafka row time to use the new row that we just created.
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