#
Logging

🤗 Diffusers has a centralized logging system to easily manage the verbosity of the library. The default verbosity is set to `WARNING`.

To change the verbosity level, use one of the direct setters. For instance, to change the verbosity to the `INFO` level.

    import diffusers

    diffusers.logging.set_verbosity_info()

You can also use the environment variable `DIFFUSERS_VERBOSITY` to override the default verbosity. You can set it to one of the following: `debug`, `info`, `warning`, `error`, `critical`. For example:

    DIFFUSERS_VERBOSITY=error ./myprogram.py

Additionally, some `warnings` can be disabled by setting the environment variable `DIFFUSERS_NO_ADVISORY_WARNINGS` to a true value, like `1`. This disables any warning logged by `logger.warning_advice`. For example:

    DIFFUSERS_NO_ADVISORY_WARNINGS=1 ./myprogram.py

Here is an example of how to use the same logger as the library in your own module or script:

    from diffusers.utils import logging

    logging.set_verbosity_info()
    logger = logging.get_logger("diffusers")
    logger.info("INFO")
    logger.warning("WARN")

All methods of the logging module are documented below. The main methods are `logging.get_verbosity` to get the current level of verbosity in the logger and `logging.set_verbosity` to set the verbosity to the level of your choice.

In order from the least verbose to the most verbose:

Method | Integer value | Description
--- | --- | ---
`diffusers.logging.CRITICAL` or `diffusers.logging.FATAL` | 50 | only report the most critical errors
`diffusers.logging.ERROR` | 40 | only report errors
`diffusers.logging.WARNING` or `diffusers.logging.WARN` | 30 | only report errors and warnings (default)
`diffusers.logging.INFO` | 20 | only report errors, warnings, and basic information
`diffusers.logging.DEBUG` | 10 | report all information

By default, `tqdm` progress bars are displayed during model download. `logging.disable_progress_bar` and `logging.enable_progress_bar` are used to enable or disable this behavior.

##
Base setters

####
diffusers.utils.logging.set_verbosity_error

< source >

( )

Set the verbosity to the `ERROR` level.

####
diffusers.utils.logging.set_verbosity_warning

< source >

( )

Set the verbosity to the `WARNING` level.

####
diffusers.utils.logging.set_verbosity_info

< source >

( )

Set the verbosity to the `INFO` level.

####
diffusers.utils.logging.set_verbosity_debug

< source >

( )

Set the verbosity to the `DEBUG` level.

##
Other functions

####
diffusers.utils.logging.get_verbosity

< source >

( ) →
`int`

Returns

`int`

Logging level integers which can be one of:

- `50`: `diffusers.logging.CRITICAL` or `diffusers.logging.FATAL`
- `40`: `diffusers.logging.ERROR`
- `30`: `diffusers.logging.WARNING` or `diffusers.logging.WARN`
- `20`: `diffusers.logging.INFO`
- `10`: `diffusers.logging.DEBUG`

Return the current level for the 🤗 Diffusers’ root logger as an `int`.

####
diffusers.utils.logging.set_verbosity

< source >

( verbosity: int )

Parameters

- verbosity (`int`) — Logging level which can be one of:
  - `diffusers.logging.CRITICAL` or `diffusers.logging.FATAL`
  - `diffusers.logging.ERROR`
  - `diffusers.logging.WARNING` or `diffusers.logging.WARN`
  - `diffusers.logging.INFO`
  - `diffusers.logging.DEBUG`

Set the verbosity level for the 🤗 Diffusers’ root logger.

####
diffusers.utils.get_logger

< source >

( name: typing.Optional[str] = None )

Return a logger with the specified name.

This function is not supposed to be directly accessed unless you are writing a custom diffusers module.

####
diffusers.utils.logging.enable_default_handler

< source >

( )

Enable the default handler of the 🤗 Diffusers’ root logger.

####
diffusers.utils.logging.disable_default_handler

< source >

( )

Disable the default handler of the 🤗 Diffusers’ root logger.

####
diffusers.utils.logging.enable_explicit_format

< source >

( )

Enable explicit formatting for every 🤗 Diffusers’ logger. The explicit formatter is as follows:

    [LEVELNAME|FILENAME|LINE NUMBER] TIME >> MESSAGE

All handlers currently bound to the root logger are affected by this method.

####
diffusers.utils.logging.reset_format

< source >

( )

Resets the formatting for 🤗 Diffusers’ loggers.

All handlers currently bound to the root logger are affected by this method.

####
diffusers.utils.logging.enable_progress_bar

< source >

( )

Enable tqdm progress bar.

####
diffusers.utils.logging.disable_progress_bar

< source >

( )

Disable tqdm progress bar.

< > Update on GitHub