OpenGRIS Scaler

Efficient, lightweight, and reliable distributed computation.

FINOS Incubating Documentation License PyPI OpenSSF Scorecard

Documentation: https://finos.github.io/opengris-scaler/

Start there for installation options, command reference, worker manager guides, scaling policies, and examples.

What Is Scaler?

OpenGRIS Scaler is a distributed computing framework for running Python tasks across local machines or remote infrastructure.

It provides:

  • A Python client API similar to multiprocessing patterns such as submit(), map(), and starmap().
  • A centralized scheduler that dispatches work and balances load across workers.
  • Worker managers for local execution and cloud-backed capacity.
  • Support for graph/DAG execution, monitoring, and task recovery.

Architecture

Scaler architecture

  • Clients submit tasks to a scheduler.
  • The scheduler tracks state, applies scaling/allocation policies, and dispatches work.
  • Worker managers provision workers locally or on external infrastructure.
  • Workers execute tasks and return results.
  • An object storage service stores task inputs and outputs used by the cluster.

Local Quickstart

Install the package:

pip install opengris-scaler

Create config.toml:

[object_storage_server]
bind_address = "tcp://127.0.0.1:8517"

[scheduler]
bind_address = "tcp://127.0.0.1:8516"
object_storage_address = "tcp://127.0.0.1:8517"

[[worker_manager]]
type = "baremetal_native"
scheduler_address = "tcp://127.0.0.1:8516"
worker_manager_id = "wm-native"

Start a fully local stack:

scaler config.toml

Submit tasks from Python:

from scaler import Client


def square(value: int) -> int:
    return value * value


with Client(address="tcp://127.0.0.1:8516") as client:
    results = client.map(square, range(10))

print(results)

Learn More

Project links

Data verified by PyPI on Sep 1, 2026
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Key dates

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Latest release

1 maintainer

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Avatar for finos from gravatar.com finos

Credits

Author: Citi

GitHub Statistics

Data verified by PyPI on Sep 1, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

Apache Software License (Apache 2.0)

Requires

Python >=3.10

Provides Extra

zmq uvloop gui graphblas aws orb oci all

Classifiers

Report project as malware

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Release history Release notifications | RSS feed

This release

2.7.0 This release

58 files

2.6.0

44 files

2.5.5

44 files

2.5.0

43 files

2.4.6

43 files

2.4.5

43 files

2.4.3

43 files

2.4.2

43 files

2.4.0

31 files

2.3.5

31 files

2.3.3

31 files

2.3.1

31 files

2.3.0

31 files

2.2.0

31 files

2.1.10

31 files

2.1.8

31 files

2.1.7

31 files

2.1.6

35 files

2.1.5

35 files

2.1.4

29 files

2.1.2

29 files

2.0.20

29 files

2.0.19

29 files

2.0.16

29 files

2.0.14

29 files

2.0.12

29 files

2.0.9

29 files

2.0.7

29 files

2.0.4

18 files

2.0.2

11 files

2.0.1

11 files

2.0.0

11 files

1.27.2

11 files

1.27.1

11 files

1.26.6

11 files

1.26.4

11 files

1.26.3

11 files

1.26.2

11 files

1.26.1

11 files

1.26.0

11 files

1.24.6

11 files

1.24.0

11 files

1.15.0

11 files

1.14.4

11 files

1.14.2

11 files

1.12.43

11 files

1.12.41

11 files

1.12.37

11 files

1.12.33

11 files

1.12.31

11 files

1.12.28

11 files

1.12.25

11 files

1.12.20

11 files

1.12.13

11 files

1.12.12

11 files

1.12.11

11 files

1.12.9

11 files

1.12.8

11 files

1.12.7

11 files

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