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Priority: ⬇️ Low Estimated code review effort: 1 (Trivial) | ~5 minutes Change: Other Merge Risk: ⚪ Minimal · up to This documentation-only update is ready to merge with normal checks. 🚥 Pre-merge checks | ✅ 5✅ Passed checks (5 passed)
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Copilot review overview
🟡 Changes recommended
Address the documented terminology, consistency, access, and linking issues before approval.
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Review effort: Lite
Findings: 4
Open (4)
What changed in this PR
Expands the TiDB Cloud Lake overview with documented benefits and links for scaling, cost controls, analytics, pipelines, semi-structured data, and multimodal workloads.
Changes:
- Adds compute/storage scaling and cost-management guidance.
- Describes analytics optimization and ingestion pipelines.
- Covers search, vector, geospatial, and AI workloads.
| File | Summary |
|---|---|
tidb-cloud-lake/lake-overview.md |
Expands the “Why TiDB Cloud Lake?” section. |
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| The main cost components are straightforward: | ||
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| - **Warehouse compute** is billed per second while a warehouse is running. By default, a warehouse automatically suspends after five minutes of inactivity. A suspended warehouse does not consume compute resources. |
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Actionable comments posted: 3
ℹ️ Review info
⚙️ Run configuration
Configuration used: Repository: pingcap/docs/.coderabbit.yaml
Review profile: ASSERTIVE
Plan: Advanced
Run ID: fe856a80-39d4-46dc-8c19-8ac0eb678305
📒 Files selected for processing (1)
tidb-cloud-lake/lake-overview.md
Included review availability: Your plan provides up to 4 included reviews per hour; 3 remain after this review.
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| The main cost components are straightforward: | ||
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| - **Warehouse compute** is billed per second while a warehouse is running. By default, a warehouse automatically suspends after five minutes of inactivity. A suspended warehouse does not consume compute resources. |
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🎯 Functional Correctness | 🟡 Minor | ⚡ Quick win
🔎 Supported by static analysis
🏁 Script executed:
rg -n -i 'AUTO_SUSPEND|auto.?suspend|suspend.*warehouse|warehouse.*suspend|inactive.*cluster|release.*cluster' tidb-cloud-lake
sed -n '20,36p' tidb-cloud-lake/lake-overview.mdRepository: pingcap/docs
Length of output: 12397
🏁 Script executed:
printf '%s\n' '--- create warehouse SQL reference ---'
sed -n '24,40p' tidb-cloud-lake/sql/create-warehouse.md
printf '%s\n' '--- warehouse guide ---'
sed -n '34,52p' tidb-cloud-lake/guides/warehouse.md
sed -n '128,150p' tidb-cloud-lake/guides/warehouse.md
printf '%s\n' '--- lake architecture ---'
fd -i '.*lake.*architecture.*' tidb-cloud-lake
for f in $(fd -i '.*lake.*architecture.*' tidb-cloud-lake); do
sed -n '1,180p' "$f"
done
printf '%s\n' '--- pricing and overview references ---'
sed -n '26,38p' tidb-cloud-lake/guides/pricing-billing.md
sed -n '26,33p' tidb-cloud-lake/lake-overview.mdRepository: pingcap/docs
Length of output: 13392
🤖 get_repo_knowledge executed:
get_repo_knowledge pingcap/docs /tmp/coderabbit-repo-knowledge/pingcap-docs-9c73f70c/learnings
Length of output: 1584
Use the documented warehouse auto-suspend default.
The warehouse reference defines the default AUTO_SUSPEND value as 600 seconds, or ten minutes. Replace “five minutes” with “ten minutes.”
Committable replacement
-**Warehouse compute** is billed per second while a warehouse is running. By default, a warehouse automatically suspends after five minutes of inactivity. A suspended warehouse does not consume compute resources.
+**Warehouse compute** is billed per second while a warehouse is running. By default, a warehouse automatically suspends after ten minutes of inactivity. A suspended warehouse does not consume compute resources.📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| - **Warehouse compute** is billed per second while a warehouse is running. By default, a warehouse automatically suspends after five minutes of inactivity. A suspended warehouse does not consume compute resources. | |
| - **Warehouse compute** is billed per second while a warehouse is running. By default, a warehouse automatically suspends after ten minutes of inactivity. A suspended warehouse does not consume compute resources. |
Clarified the description of working with structured and semi-structured data, emphasizing the role of JSON path expressions, virtual columns, and inverted indexes. Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
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[APPROVALNOTIFIER] This PR is NOT APPROVED This pull-request has been approved by: The full list of commands accepted by this bot can be found here. DetailsNeeds approval from an approver in each of these files:Approvers can indicate their approval by writing |
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
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| This is useful for application events, logs, user activity data, API payloads, and AI agent traces, which often have evolving schemas and can be costly to flatten up front. | ||
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| To protect sensitive data, you can apply row access policies (an experimental feature) to filter rows at query time and masking policies to redact column values, including selected keys in `VARIANT` data. For more information, see [JSON & Search](/tidb-cloud-lake/guides/json-search.md), [Row Access Policy](/tidb-cloud-lake/guides/row-access-policy.md), and [Masking Policy](/tidb-cloud-lake/guides/masking-policy.md). |
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@awxxxxxx Since row access policy is still experimental, please help confirm whether we should keep it here or remove it and adjust wording?
Added a new overview section describing TiDB Cloud Data Pipeline replication from TiDB Cloud to TiDB Cloud Lake. It explains the full snapshot plus incremental CDC flow, common use cases, and the external-stage dependency and plan availability restrictions.

What is changed, added or deleted? (Required)
Expand the Why TiDB Cloud Lake? section in the TiDB Cloud Lake overview to explain:
The update links each capability to the relevant detailed documentation and keeps the overview focused on documented product behavior. This PR depends on #23910 for the Data Pipeline documentation and link target.
Which TiDB version(s) do your changes apply to? (Required)
Tips for choosing the affected version(s):
By default, CHOOSE MASTER ONLY so your changes will be applied to the next TiDB major or minor releases. If your PR involves a product feature behavior change or a compatibility change, CHOOSE THE AFFECTED RELEASE BRANCH(ES) AND MASTER.
For details, see tips for choosing the affected versions.
What is the related PR or file link(s)?
AI agent involvement
Do your changes match any of the following descriptions?
Summary by CodeRabbit