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orkestra

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The elegance of Airflow + the power of AWS

// repository documentation

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# Orkestra

### The elegance of Airflow + the power of AWS

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[comment]: <> ([![codecov]&#40;https://codecov.io/gh/knowsuchagency/orkestra/branch/main/graph/badge.svg?token=DXFC1QP12O&#41;]&#40;https://codecov.io/gh/knowsuchagency/orkestra&#41;)

</div>

*examples/hello_orkestra.py*

```python
import random
from typing import *
from uuid import uuid4

from aws_lambda_powertools import Logger, Tracer
from pydantic import BaseModel

from orkestra import compose
from orkestra.interfaces import Duration

def dag():
    (
        generate_item
        >> add_price
        >> copy_item
        >> double_price
        >> (do_nothing, assert_false)
        >> say_hello
        >> [random_int, random_float]
        >> say_goodbye
    )

class Item(BaseModel):
    id: str
    name: str
    price: Optional[float] = None

@classmethod
    def random(cls):
        return cls(
            id=str(uuid4()),
            name=random.choice(
                [
                    "potato",
                    "moon rock",
                    "hat",
                ]
            ),
        )

logger = Logger()

tracer = Tracer()

default_args = dict(
    enable_powertools=True,
    timeout=Duration.seconds(6),
)

@compose(**default_args)
def generate_item(event, context):
    logger.info("generating random item")
    item = Item.random().dict()
    logger.info(item)
    tracer.put_metadata("GenerateItem", "SUCCESS")
    return item

@compose(model=Item, **default_args)
def add_price(item: Item, context):
    price = 3.14
    logger.info(
        "adding price to item",
        extra={
            "item": item.dict(),
            "price": price,
        },
    )
    item.price = price
    return item.dict()

@compose(model=Item, **default_args)
def copy_item(item: Item, context) -> list:
    logger.info(item.dict())
    return [item.dict()] * 10

@compose(model=Item, is_map_job=True, **default_args)
def double_price(item: Item, context):
    item.price = item.price * 2
    return item.dict()

@compose(**default_args)
def assert_false(event, context):
    assert False

@compose(**default_args)
def do_nothing(event, context):
    logger.info({"doing": "nothing"})

@compose(**default_args)
def say_hello(event, context):
    return "hello, world"

@compose(**default_args)
def say_goodbye(event, context):
    return "goodbye"

@compose(**default_args)
def random_int(event, context):
    return random.randrange(100)

@compose(**default_args)
def random_float(event, context):
    return float(random_int(event, context))

dag()
```

*app.py*

```python
#!/usr/bin/env python3
from aws_cdk import core as cdk

from examples.hello_orkestra import generate_item

class HelloOrkestra(cdk.Stack):
    def __init__(self, scope, id, **kwargs):

super().__init__(scope, id, **kwargs)

generate_item.schedule(
            self,
            expression="rate(5 minutes)",
            state_machine_name="hello_orkestra",
        )

app = cdk.App()

app.synth()
```

![state machine](https://github.com/knowsuchagency/orkestra/blob/main/docs/assets/images/hello_orkestra_sfn.png?raw=true)

orkestra

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