Added doc on troubleshooting #2304
Open
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
✅ Deploy Preview for dlt-hub-docs ready!
To edit notification comments on pull requests, go to your Netlify site configuration. |
AstrakhantsevaAA
requested changes
Feb 17, 2025
|
|
||
| Read [REST API’s source here.](../dlt-ecosystem/verified-sources/rest_api/) | ||
|
|
||
| ## Memory errors |
There was a problem hiding this comment.
can you fix layout for titles
| description: Doc explaining the common failure scenarios in extract, transform and load stage and their mitigation measures | ||
| keywords: [faq, usage information, technical help] | ||
| --- | ||
|
|
There was a problem hiding this comment.
Suggested change
| # Pipeline common failure scenarios and mitigation measures |
| @@ -0,0 +1,417 @@ | |||
| --- | |||
| title: Pipeline common failure scenarios and mitigation measures | |||
There was a problem hiding this comment.
Suggested change
| title: Pipeline common failure scenarios and mitigation measures | |
| title: Troubleshooting |
There was a problem hiding this comment.
it's to long for the sidebar
AstrakhantsevaAA
added
the
documentation
dat-a-man
force-pushed
the
docs/pipeline-failure-measures-and-mitigation-measures
branch
from
0328ac9 to
09dc510
Compare
|
|
||
| - Use schema evolution to handle column renaming. [Read more about schema evolution.](../general-usage/schema-evolution#evolving-the-schema) | ||
|
|
||
| ### **`FileNotFoundError` for 'schema_updates.json' in parallel runs** |
There was a problem hiding this comment.
Suggested change
| ### **`FileNotFoundError` for 'schema_updates.json' in parallel runs** | |
| ### `FileNotFoundError` for 'schema_updates.json' in parallel runs |
|
Adding the troubleshooting stuff to different docs. |
dat-a-man
force-pushed
the
docs/pipeline-failure-measures-and-mitigation-measures
branch
from
e3f41f8 to
8ca85f9
Compare
AstrakhantsevaAA
previously approved these changes
Mar 12, 2025
| ] | ||
| ``` | ||
|
|
||
| - As a result, the original column remains unchanged and a new variant column value__v_text is created for text values, requiring downstream processes to handle both columns appropriately. |
There was a problem hiding this comment.
Suggested change
| - As a result, the original column remains unchanged and a new variant column value__v_text is created for text values, requiring downstream processes to handle both columns appropriately. | |
| - As a result, the original column remains unchanged and a new variant column `value__v_text` is created for text values, requiring downstream processes to handle both columns appropriately. |
| #### 2. Nested data challenges: | ||
| - Issues arise due to deep nesting, inconsistent nesting, or unsupported types. | ||
|
|
||
| - To avoid this, you can simplify nested structures or preprocess data [see nested tables](../general-usage/destination-tables#nested-tables) or limit the unnesting level with max_table_nesting. |
There was a problem hiding this comment.
Suggested change
| - To avoid this, you can simplify nested structures or preprocess data [see nested tables](../general-usage/destination-tables#nested-tables) or limit the unnesting level with max_table_nesting. | |
| - To avoid this, you can simplify nested structures or preprocess data [see nested tables](../general-usage/destination-tables#nested-tables) or limit the unnesting level with `max_table_nesting`. |
|
|
||
| - Use tools like `time.sleep()` or libraries such as `ratelimiter` to introduce delays between requests. This helps in staying within the allowed limits. | ||
|
|
||
| - Incorporate exponential backoff strategies in your code. This means if a request fails with a `429`, you wait for a short period and then try again, increasing the wait time on subsequent failures. |
There was a problem hiding this comment.
mention dlt retries please: https://dlthub.com/docs/general-usage/http/requests
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Description
Added docs on troubleshooting titled pipeline failure scenarios and mitigation measures.