# Pickle type

Flyte enforces type safety by utilizing type information for compiling tasks and workflows,
enabling various features such as static analysis and conditional branching.

However, we also strive to offer flexibility to end-users, so they don't have to invest heavily
in understanding their data structures upfront before experiencing the value Flyte has to offer.

Flyte supports the `FlytePickle` transformer, which converts any unrecognized type hint into `FlytePickle`,
enabling the serialization/deserialization of Python values to/from a pickle file.

> [!NOTE]
> Pickle can only be used to send objects between the exact same Python version.
> For optimal performance, it's advisable to either employ Python types that are supported by Flyte
> or register a custom transformer, as using pickle types can result in lower performance.

This example demonstrates how you can utilize custom objects without registering a transformer.

<!-- TODO: Remove mention of FLytesnacks repo below -->
> [!NOTE]
> To clone and run the example code on this page, see the [Flytesnacks repo](https://github.com/flyteorg/flytesnacks/tree/master/examples/data_types_and_io/).

```python
import flytekit as fl
```

`Superhero` represents a user-defined complex type that can be serialized to a pickle file by Flytekit
and transferred between tasks as both input and output data.

> [!NOTE]
> Alternatively, you can [turn this object into a dataclass](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/pickle/dataclass) for improved performance.
> We have used a simple object here for demonstration purposes.

```python
class Superhero:
    def __init__(self, name, power):
        self.name = name
        self.power = power

@fl.task
def welcome_superhero(name: str, power: str) -> Superhero:
    return Superhero(name, power)

@fl.task
def greet_superhero(superhero: Superhero) -> str:
    return f"👋 Hello {superhero.name}! Your superpower is {superhero.power}."

@fl.workflow
def superhero_wf(name: str = "Thor", power: str = "Flight") -> str:
    superhero = welcome_superhero(name=name, power=power)
    return greet_superhero(superhero=superhero)
```

---
**Source**: https://github.com/unionai/unionai-docs/blob/main/content/user-guide/data-input-output/pickle.md
**HTML**: https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/pickle/