Line length Open
whylogs by default collects anonymous information about a user’s environment. This includes information such as: whylogs version, Operating system, Python version and Execution environment. For more information, please see the page [Usage Statistics](usage_statistics.rst)
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MD013 - Line length
Tags: line_length
Aliases: line-length Parameters: linelength, codeblocks, tables (number; default 80, boolean; default true)
This rule is triggered when there are lines that are longer than the configured line length (default: 80 characters). To fix this, split the line up into multiple lines.
This rule has an exception where there is no whitespace beyond the configured line length. This allows you to still include items such as long URLs without being forced to break them in the middle.
You also have the option to exclude this rule for code blocks and tables. To
do this, set the code_blocks
and/or tables
parameters to false.
Code blocks are included in this rule by default since it is often a requirement for document readability, and tentatively compatible with code rules. Still, some languages do not lend themselves to short lines.
Trailing punctuation in header Open
### What data is collected in whylogs?
- Read upRead up
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MD026 - Trailing punctuation in header
Tags: headers
Aliases: no-trailing-punctuation
Parameters: punctuation (string; default ".,;:!?")
This rule is triggered on any header that has a punctuation character as the last character in the line:
# This is a header.
To fix this, remove any trailing punctuation:
# This is a header
Note: The punctuation parameter can be used to specify what characters class
as punctuation at the end of the header. For example, you can set it to
'.,;:!'
to allow headers with question marks in them, such as might be used
in an FAQ.
Trailing punctuation in header Open
### Can you handle large scale data?
- Read upRead up
- Exclude checks
MD026 - Trailing punctuation in header
Tags: headers
Aliases: no-trailing-punctuation
Parameters: punctuation (string; default ".,;:!?")
This rule is triggered on any header that has a punctuation character as the last character in the line:
# This is a header.
To fix this, remove any trailing punctuation:
# This is a header
Note: The punctuation parameter can be used to specify what characters class
as punctuation at the end of the header. For example, you can set it to
'.,;:!'
to allow headers with question marks in them, such as might be used
in an FAQ.
Multiple consecutive blank lines Open
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- Exclude checks
MD012 - Multiple consecutive blank lines
Tags: whitespace, blank_lines
Aliases: no-multiple-blanks
This rule is triggered when there are multiple consecutive blank lines in the document:
Some text here
Some more text here
To fix this, delete the offending lines:
Some text here
Some more text here
Note: this rule will not be triggered if there are multiple consecutive blank lines inside code blocks.
Line length Open
whylogs is built for scale and optimized for massive data sets. With whylogs users can profile massive amounts of data faster than ever before. In our tests, logging 1.2 million rows took 4 seconds and a dataset of 288 million rows x 43 columns took 3.5 minutes! Stay tuned for the upcoming article showing the complete benchmark!
- Read upRead up
- Exclude checks
MD013 - Line length
Tags: line_length
Aliases: line-length Parameters: linelength, codeblocks, tables (number; default 80, boolean; default true)
This rule is triggered when there are lines that are longer than the configured line length (default: 80 characters). To fix this, split the line up into multiple lines.
This rule has an exception where there is no whitespace beyond the configured line length. This allows you to still include items such as long URLs without being forced to break them in the middle.
You also have the option to exclude this rule for code blocks and tables. To
do this, set the code_blocks
and/or tables
parameters to false.
Code blocks are included in this rule by default since it is often a requirement for document readability, and tentatively compatible with code rules. Still, some languages do not lend themselves to short lines.
Trailing punctuation in header Open
### How do I report a bug I found?
- Read upRead up
- Exclude checks
MD026 - Trailing punctuation in header
Tags: headers
Aliases: no-trailing-punctuation
Parameters: punctuation (string; default ".,;:!?")
This rule is triggered on any header that has a punctuation character as the last character in the line:
# This is a header.
To fix this, remove any trailing punctuation:
# This is a header
Note: The punctuation parameter can be used to specify what characters class
as punctuation at the end of the header. For example, you can set it to
'.,;:!'
to allow headers with question marks in them, such as might be used
in an FAQ.
Multiple consecutive blank lines Open
- Read upRead up
- Exclude checks
MD012 - Multiple consecutive blank lines
Tags: whitespace, blank_lines
Aliases: no-multiple-blanks
This rule is triggered when there are multiple consecutive blank lines in the document:
Some text here
Some more text here
To fix this, delete the offending lines:
Some text here
Some more text here
Note: this rule will not be triggered if there are multiple consecutive blank lines inside code blocks.
Line length Open
Unlike traditional logging which is standard practice in all software systems, data logging is a practice necessary for ML/AI applications. Data logging involves creating a log of statistical properties of the data that flows through an ML/AI application. Checkout our [blogs on parallels between DevOps and MLOps logging approaches](https://medium.com/whylabs/whylogs-embrace-data-logging-a9449cd121d) and on the practice of data logging in data science.
- Read upRead up
- Exclude checks
MD013 - Line length
Tags: line_length
Aliases: line-length Parameters: linelength, codeblocks, tables (number; default 80, boolean; default true)
This rule is triggered when there are lines that are longer than the configured line length (default: 80 characters). To fix this, split the line up into multiple lines.
This rule has an exception where there is no whitespace beyond the configured line length. This allows you to still include items such as long URLs without being forced to break them in the middle.
You also have the option to exclude this rule for code blocks and tables. To
do this, set the code_blocks
and/or tables
parameters to false.
Code blocks are included in this rule by default since it is often a requirement for document readability, and tentatively compatible with code rules. Still, some languages do not lend themselves to short lines.
Line length Open
You can report a bug by opening an issue on our [Github page](https://github.com/whylabs/whylogs/issues), or by reaching out to us on our [public Slack channel](https://communityinviter.com/apps/whylabs-community/rsqrd-ai-community), on the #whylogs-python-support channel.
- Read upRead up
- Exclude checks
MD013 - Line length
Tags: line_length
Aliases: line-length Parameters: linelength, codeblocks, tables (number; default 80, boolean; default true)
This rule is triggered when there are lines that are longer than the configured line length (default: 80 characters). To fix this, split the line up into multiple lines.
This rule has an exception where there is no whitespace beyond the configured line length. This allows you to still include items such as long URLs without being forced to break them in the middle.
You also have the option to exclude this rule for code blocks and tables. To
do this, set the code_blocks
and/or tables
parameters to false.
Code blocks are included in this rule by default since it is often a requirement for document readability, and tentatively compatible with code rules. Still, some languages do not lend themselves to short lines.
Trailing punctuation in header Open
### Does whylogs collect my raw data?
- Read upRead up
- Exclude checks
MD026 - Trailing punctuation in header
Tags: headers
Aliases: no-trailing-punctuation
Parameters: punctuation (string; default ".,;:!?")
This rule is triggered on any header that has a punctuation character as the last character in the line:
# This is a header.
To fix this, remove any trailing punctuation:
# This is a header
Note: The punctuation parameter can be used to specify what characters class
as punctuation at the end of the header. For example, you can set it to
'.,;:!'
to allow headers with question marks in them, such as might be used
in an FAQ.
Line length Open
To check which integrations whylogs support, please see the examples in our [integrations section](https://github.com/whylabs/whylogs/tree/mainline/python/examples/integrations). We are currently migrating integration examples from v0 to v1. If there's an example or integration that you need that you don't see here, please reach out to us on the Rsqrd AI Community [Slack workspace](http://www.bit.ly/rsqrd-slack) in the #whylogs-java-support or #whylogs-python-support channels.
- Read upRead up
- Exclude checks
MD013 - Line length
Tags: line_length
Aliases: line-length Parameters: linelength, codeblocks, tables (number; default 80, boolean; default true)
This rule is triggered when there are lines that are longer than the configured line length (default: 80 characters). To fix this, split the line up into multiple lines.
This rule has an exception where there is no whitespace beyond the configured line length. This allows you to still include items such as long URLs without being forced to break them in the middle.
You also have the option to exclude this rule for code blocks and tables. To
do this, set the code_blocks
and/or tables
parameters to false.
Code blocks are included in this rule by default since it is often a requirement for document readability, and tentatively compatible with code rules. Still, some languages do not lend themselves to short lines.
Trailing punctuation in header Open
### What is Data Logging?
- Read upRead up
- Exclude checks
MD026 - Trailing punctuation in header
Tags: headers
Aliases: no-trailing-punctuation
Parameters: punctuation (string; default ".,;:!?")
This rule is triggered on any header that has a punctuation character as the last character in the line:
# This is a header.
To fix this, remove any trailing punctuation:
# This is a header
Note: The punctuation parameter can be used to specify what characters class
as punctuation at the end of the header. For example, you can set it to
'.,;:!'
to allow headers with question marks in them, such as might be used
in an FAQ.
Line length Open
Data is only collected at the time of importing the whylogs library or its modules. We do not collect any sensitive information, raw data or user code. For more information, please see the page [Usage Statistics](usage_statistics.rst)
- Read upRead up
- Exclude checks
MD013 - Line length
Tags: line_length
Aliases: line-length Parameters: linelength, codeblocks, tables (number; default 80, boolean; default true)
This rule is triggered when there are lines that are longer than the configured line length (default: 80 characters). To fix this, split the line up into multiple lines.
This rule has an exception where there is no whitespace beyond the configured line length. This allows you to still include items such as long URLs without being forced to break them in the middle.
You also have the option to exclude this rule for code blocks and tables. To
do this, set the code_blocks
and/or tables
parameters to false.
Code blocks are included in this rule by default since it is often a requirement for document readability, and tentatively compatible with code rules. Still, some languages do not lend themselves to short lines.
Trailing punctuation in header Open
### What integrations do you support?
- Read upRead up
- Exclude checks
MD026 - Trailing punctuation in header
Tags: headers
Aliases: no-trailing-punctuation
Parameters: punctuation (string; default ".,;:!?")
This rule is triggered on any header that has a punctuation character as the last character in the line:
# This is a header.
To fix this, remove any trailing punctuation:
# This is a header
Note: The punctuation parameter can be used to specify what characters class
as punctuation at the end of the header. For example, you can set it to
'.,;:!'
to allow headers with question marks in them, such as might be used
in an FAQ.
Trailing punctuation in header Open
### How do I disable usage statistics?
- Read upRead up
- Exclude checks
MD026 - Trailing punctuation in header
Tags: headers
Aliases: no-trailing-punctuation
Parameters: punctuation (string; default ".,;:!?")
This rule is triggered on any header that has a punctuation character as the last character in the line:
# This is a header.
To fix this, remove any trailing punctuation:
# This is a header
Note: The punctuation parameter can be used to specify what characters class
as punctuation at the end of the header. For example, you can set it to
'.,;:!'
to allow headers with question marks in them, such as might be used
in an FAQ.