> ## Documentation Index
> Fetch the complete documentation index at: https://docs.prefect.io/llms.txt
> Use this file to discover all available pages before exploring further.

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# hashing

# `prefect.utilities.hashing`

## Functions

### `stable_hash` <sup><a href="https://github.com/PrefectHQ/prefect/blob/main/src/prefect/utilities/hashing.py#L14" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

```python  theme={null}
stable_hash(*args: Union[str, bytes]) -> str
```

Given some arguments, produces a stable 64-bit hash of their contents.

Supports bytes and strings. Strings will be UTF-8 encoded.

**Args:**

* `*args`: Items to include in the hash.
* `hash_algo`: Hash algorithm from hashlib to use.

**Returns:**

* A hex hash.

### `file_hash` <sup><a href="https://github.com/PrefectHQ/prefect/blob/main/src/prefect/utilities/hashing.py#L34" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

```python  theme={null}
file_hash(path: str, hash_algo: Callable[..., Any] = _md5) -> str
```

Given a path to a file, produces a stable hash of the file contents.

**Args:**

* `path`: the path to a file
* `hash_algo`: Hash algorithm from hashlib to use.

**Returns:**

* a hash of the file contents

### `hash_objects` <sup><a href="https://github.com/PrefectHQ/prefect/blob/main/src/prefect/utilities/hashing.py#L48" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

```python  theme={null}
hash_objects(*args: Any, **kwargs: Any) -> Optional[str]
```

Attempt to hash objects by dumping to JSON or serializing with cloudpickle.

**Args:**

* `*args`: Positional arguments to hash
* `hash_algo`: Hash algorithm to use
* `raise_on_failure`: If True, raise exceptions instead of returning None
* `**kwargs`: Keyword arguments to hash

**Returns:**

* A hash string or None if hashing failed

**Raises:**

* `HashError`: If objects cannot be hashed and raise\_on\_failure is True


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