Created
September 24, 2024 21:42
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IO Manager that Depends on Resource
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from typing import Any | |
from dagster import ConfigurableResource, ConfigurableIOManager, InputContext, OutputContext, asset, Definitions, ResourceDependency, EnvVar | |
from pydantic import Field | |
# https://docs.dagster.io/concepts/resources#resources-that-depend-on-other-resources | |
class myResource(ConfigurableResource): | |
username: str = Field(description="the username") | |
password: str = Field(description="the password") | |
class myIOManager(ConfigurableIOManager): | |
credentials: ResourceDependency[myResource] | |
account: str = Field(description="the account to use") | |
def handle_output(self, context: OutputContext, obj: Any) -> None: | |
context.log.info(f"Storing output using {self.account} with {self.credentials.username}") | |
def load_input(self, context: InputContext) -> Any: | |
context.log.info(f"Loading inputs with {self.account} and {self.credentials.username}") | |
@asset | |
def upstream(): ... | |
@asset | |
def downstream(upstream): ... | |
defs = Definitions( | |
assets=[upstream, downstream], | |
resources={ | |
"io_manager": myIOManager( | |
credentials=myResource( | |
username=EnvVar("USERNAME"), | |
password=EnvVar("PASSWORD") | |
), | |
account="us-west2" | |
) | |
} | |
) |
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