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databricks

78 indexed repositories · View on GitHub

learning-spark
Example code from Learning Spark book

Java · 3897 stars
koalas
Koalas: pandas API on Apache Spark

Python · 3374 stars
Spark-The-Definitive-Guide
Spark: The Definitive Guide's Code Repository

Scala · 3151 stars
scala-style-guide
Databricks Scala Coding Style Guide

2807 stars
spark-deep-learning
Deep Learning Pipelines for Apache Spark

Python · 1988 stars
megablocks

Python · 1593 stars
click
The "Command Line Interactive Controller for Kubernetes"

Rust · 1507 stars
LearningSparkV2
This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

Scala · 1406 stars
tensorframes
[DEPRECATED] Tensorflow wrapper for DataFrames on Apache Spark

Scala · 743 stars
devrel
This repository contains the notebooks and presentations we use for our Databricks Tech Talks

HTML · 735 stars
mlops-stacks
This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

Go Template · 716 stars
reference-apps
Spark reference applications

Scala · 649 stars
spark-redshift
Redshift data source for Apache Spark

Scala · 608 stars
terraform-provider-databricks
Databricks Terraform Provider

Go · 600 stars
databricks-sdk-py
Databricks SDK for Python (Beta)

Python · 568 stars
cli
Databricks CLI

Go · 396 stars
docker-spark-iceberg

Jupyter Notebook · 387 stars
dbt-databricks
A dbt adapter for Databricks.

Python · 379 stars
databricks-ml-examples

Python · 370 stars
bundle-examples
Examples of Databricks Asset Bundles

Python · 352 stars
58 more repositories live on View on GitHub

Beginner friendly Everything

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Generator scripts fail on Windows: encoding crash, CRLF line endings, and backslash paths in manifest.json Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

databricks/databricks-agent-skills#270 · Opened Sep 21, 2026
Bug: GitHub Copilot Post-Tool Use Hook Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

databricks/databricks-agent-skills#268 · Opened Sep 18, 2026
aitools: installed plugin version differs from the version recorded and reported by `aitools list` Open

CLI

Difficulty 4/5 3-5 days Newbie friendliness 52/100

databricks/cli#6755 · Opened Sep 18, 2026
Genie Space bundle resource requires its source table to exist at deploy time, blocking first-time bundle deploys Open

DABs

Difficulty 5/5 Over a week Newbie friendliness 38/100

databricks/cli#6750 · Opened Sep 18, 2026
configure/preflight: account-level Custom URL reported as "Unity Gateway is not enabled" (303 -> /login parsed as JSON) Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

databricks/unity-gateway#735 · Opened Sep 18, 2026
DAB deploys with zero actual config changes still trigger a SETTINGS_CHANGE cancel+restart on continuous pipelines Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

databricks/cli#6745 · 3 comments · Opened Sep 18, 2026
Add an env var to bypass managed-settings writes entirely Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

databricks/unity-gateway#734 · Opened Sep 18, 2026
version 1.17.0 - errors Open

CLI

Difficulty 4/5 3-5 days Newbie friendliness 38/100

databricks/cli#6736 · Opened Sep 17, 2026
[ISSUE] include_inherited was silently removed from entity_tag_assignments.list Open

Difficulty 3/5 1-2 days Newbie friendliness 56/100

databricks/databricks-sdk-py#1578 · Opened Sep 17, 2026
[Feature Request] Add Enterprise Network Support for MCP Proxy Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

databricks/unity-gateway#705 · Opened Sep 17, 2026
[coverage] Conformance findings: SESSION-018 Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

databricks/databricks-jdbc#1688 · Opened Sep 17, 2026
anthropic/v1/models: has_more is set while first_id and last_id stay null, so a contract-conformant client cannot page Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

databricks/unity-gateway#680 · Opened Sep 16, 2026
[BUG] VSCode extension doesn't allow the use of the locally installed CLI version Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 68/100

databricks/databricks-vscode#2199 · 3 comments · Opened Sep 16, 2026
Development-mode bundles cannot be centrally destroyed by an authorised service principal Open

DABs

Difficulty 5/5 Over a week Newbie friendliness 35/100

databricks/cli#6702 · Opened Sep 16, 2026
[BUG] Unity Catalog name duplicated in schema metadata calls under DataGrip Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

databricks/databricks-jdbc#1687 · Opened Sep 16, 2026
Add google antigravity support https://antigravity.google/product/antigravity-cli Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

databricks/unity-gateway#632 · Opened Sep 15, 2026
[REGRESSION] Codex: ug codex --provider <MPS> hard-fails at launch when codex/v1/models is disabled, instead of using the supplied --model Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

databricks/unity-gateway#609 · Opened Sep 14, 2026
ug opencode: add --provider support for Unity Catalog Model Provider Services (BYOK) Open

Difficulty 3/5 1-2 days Newbie friendliness 78/100

databricks/unity-gateway#608 · Opened Sep 14, 2026
Low quality PDFs in https://huggingface.co/datasets/databricks/officeqa-pro-v2 Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

databricks/officeqa#57 · Opened Sep 14, 2026
codex: --provider sets a sticky Databricks-Model-Provider-Service header that --model can't clear (breaks switch to managed model service + ug configure) Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

databricks/unity-gateway#602 · Opened Sep 14, 2026
Feature Request: allow "custom_template_format" to be specified Open

DABs

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

databricks/cli#6670 · Opened Sep 14, 2026
persist_docs.columns triggers a full-plan probe query on views even when the model has no column docs Open

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

databricks/dbt-databricks#1680 · 1 comment · Opened Sep 14, 2026
[Python] ingest_record_nowait() + flush() + close() can silently drop a still-queued record (flush returns before dispatch; no exception, no callback) Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

databricks/zerobus-sdk#852 · 1 comment · Opened Sep 14, 2026
azure/tf VNet peering race condition on subnet provisioning Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

databricks/terraform-databricks-sra#253 · Opened Sep 14, 2026
[coverage] Conformance findings: SESSION-017 Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

databricks/databricks-sql-go#481 · Opened Sep 11, 2026
ug claude can't find any LLMs when model services live outside system.ai Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

databricks/unity-gateway#569 · Opened Sep 11, 2026
Website white-listing to avoid cheating Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

databricks/officeqa#56 · Opened Sep 11, 2026
[databricks-zerobus-ingest] Region tables omit GCP entirely (and are stale for AWS/Azure) — agents conclude "Zerobus is not available on GCP" Open

Difficulty 2/5 Half a day Newbie friendliness 82/100

databricks/databricks-agent-skills#264 · Opened Sep 11, 2026
`databricks apps logs` fails with `websocket: bad handshake (HTTP 302 Found)` on an OAuth U2M (`databricks-cli`) profile Open

CLI

Difficulty 3/5 1-2 days Newbie friendliness 68/100

databricks/cli#6605 · Opened Sep 10, 2026
[coverage] Conformance findings: STATEMENT-025,STATEMENT-026 Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

databricks/databricks-sql-python#949 · Opened Sep 10, 2026
[coverage] Conformance findings: STATEMENT-025,STATEMENT-026 Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

databricks/databricks-sql-go#480 · Opened Sep 10, 2026
perf: avoid re-applying unchanged column tags on retained relations Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

databricks/dbt-databricks#1677 · Opened Sep 10, 2026
[ISSUE] GCP mws_networks with env-oidc does not send GCP SA access token Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

databricks/terraform-provider-databricks#5999 · Opened Sep 10, 2026
Feature Request: Per-tier custom Model Provider Service IDs for Claude Code Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

databricks/unity-gateway#544 · Opened Sep 9, 2026
[ISSUE] github-oidc bypasses cached OIDC token source and exchanges a token for every API request Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

databricks/databricks-sdk-py#1564 · Opened Sep 9, 2026
[ISSUE] Exporter: nil pointer panic in emitRfaAccessRequestDestinations when exporting uc-metastores under a narrowed -listing Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

databricks/terraform-provider-databricks#5998 · Opened Sep 9, 2026
`RedactUrlQueryParamsFilter` crashes with `TypeError: NoneType is not iterable` when MLflow's urllib3 filter runs first Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

databricks/databricks-sql-python#946 · Opened Sep 9, 2026
OAuth M2M fails with scoped secrets because all-apis is always requested Open

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

databricks/databricks-sql-go#476 · Opened Sep 8, 2026
CloudFetch and M2M token exchange are unbounded and uninterruptible (v1.13.0) Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

databricks/databricks-sql-go#475 · 1 comment · Opened Sep 8, 2026
[FEATURE] Add `overwrite = True` for databricks_entity_tag_assignment Open

feature

Difficulty 3/5 1-2 days Newbie friendliness 65/100

databricks/terraform-provider-databricks#5994 · Opened Sep 8, 2026
[coverage] Conformance findings: DATATYPE-042 Open

Difficulty 3/5 1-2 days Newbie friendliness 65/100

databricks/databricks-sql-go#474 · Opened Sep 8, 2026
[RFC] Define accelerator-agnostic backend boundaries for core MoE operations Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

databricks/megablocks#188 · 2 comments · Opened Sep 7, 2026
macOS: first-prompt socket fails silently on long paths; Gemini UA override dropped by old harness generations Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

databricks/unity-gateway#511 · Opened Sep 7, 2026
[coverage] Conformance findings: CLOUDFETCH-018 Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

databricks/databricks-sql-nodejs#520 · Opened Sep 6, 2026
[coverage] Conformance findings: CLOUDFETCH-018 Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

databricks/databricks-jdbc#1679 · Opened Sep 6, 2026
[coverage] Conformance findings: CLOUDFETCH-018 Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

databricks/databricks-sql-python#945 · Opened Sep 6, 2026
[coverage] Conformance findings: CLOUDFETCH-018 Open

Difficulty 4/5 3-5 days Newbie friendliness 62/100

databricks/databricks-sql-go#473 · Opened Sep 6, 2026
[coverage] Conformance findings: STATEMENT-025 Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

databricks/databricks-sql-python#944 · Opened Sep 5, 2026
Pi exposes unsupported GPT reasoning effort levels Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

databricks/unity-gateway#505 · 1 reaction · Opened Sep 5, 2026
Copilot CLI gets zero prompt-cache hits on Claude models — ucode forces the openai provider type instead of Copilot's native anthropic one Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

databricks/unity-gateway#494 · Opened Sep 4, 2026

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