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  • gigl
    • gigl.analytics
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    • gigl.common
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        • gigl.common.collections.itertools
        • gigl.common.collections.sorted_dict
      • gigl.common.constants
      • gigl.common.data
        • gigl.common.data.dataloaders
        • gigl.common.data.export
        • gigl.common.data.load_torch_tensors
      • gigl.common.env_config
      • gigl.common.logger
      • gigl.common.metrics
        • gigl.common.metrics.base_metrics
        • gigl.common.metrics.decorators
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      • gigl.common.services
        • gigl.common.services.dataproc
        • gigl.common.services.gcp_cloud_logging
        • gigl.common.services.vertex_ai
      • gigl.common.types
        • gigl.common.types.resource_config
        • gigl.common.types.uri
        • gigl.common.types.wrappers
      • gigl.common.utils
        • gigl.common.utils.compute
        • gigl.common.utils.dataflow
        • gigl.common.utils.decorator
        • gigl.common.utils.func_tools
        • gigl.common.utils.gcs
        • gigl.common.utils.jupyter_magics
        • gigl.common.utils.kfp
        • gigl.common.utils.local_fs
        • gigl.common.utils.os_utils
        • gigl.common.utils.proto_utils
        • gigl.common.utils.retry
        • gigl.common.utils.tensorflow_schema
        • gigl.common.utils.test_utils
        • gigl.common.utils.torch_training
        • gigl.common.utils.vertex_ai_context
    • gigl.distributed
      • gigl.distributed.constants
      • gigl.distributed.dataset_factory
      • gigl.distributed.dist_ablp_neighborloader
      • gigl.distributed.dist_context
      • gigl.distributed.dist_link_prediction_dataset
      • gigl.distributed.dist_neighbor_sampler
      • gigl.distributed.dist_partitioner
      • gigl.distributed.dist_range_partitioner
      • gigl.distributed.dist_sampling_producer
      • gigl.distributed.distributed_neighborloader
      • gigl.distributed.sampler
      • gigl.distributed.utils
        • gigl.distributed.utils.device
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        • gigl.distributed.utils.neighborloader
        • gigl.distributed.utils.networking
        • gigl.distributed.utils.partition_book
        • gigl.distributed.utils.serialized_graph_metadata_translator
    • gigl.env
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      • gigl.env.pipelines_config
    • gigl.module
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      • gigl.module.models
    • gigl.orchestration
      • gigl.orchestration.kubeflow
        • gigl.orchestration.kubeflow.kfp_orchestrator
        • gigl.orchestration.kubeflow.kfp_pipeline
        • gigl.orchestration.kubeflow.runner
        • gigl.orchestration.kubeflow.utils
      • gigl.orchestration.local
        • gigl.orchestration.local.runner
    • gigl.src
      • gigl.src.applied_tasks
        • gigl.src.applied_tasks.test_tasks
      • gigl.src.common
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        • gigl.src.common.graph_builder
        • gigl.src.common.modeling_task_specs
        • gigl.src.common.models
        • gigl.src.common.translators
        • gigl.src.common.types
        • gigl.src.common.utils
      • gigl.src.config_populator
        • gigl.src.config_populator.config_populator
      • gigl.src.data_preprocessor
        • gigl.src.data_preprocessor.data_preprocessor
        • gigl.src.data_preprocessor.lib
      • gigl.src.inference
        • gigl.src.inference.inferencer
        • gigl.src.inference.lib
        • gigl.src.inference.v1
        • gigl.src.inference.v2
      • gigl.src.mocking
        • gigl.src.mocking.dataset_asset_mocker
        • gigl.src.mocking.dataset_asset_mocking_suite
        • gigl.src.mocking.lib
        • gigl.src.mocking.mocking_assets
        • gigl.src.mocking.toy_asset_mocker
      • gigl.src.post_process
        • gigl.src.post_process.lib
        • gigl.src.post_process.post_processor
        • gigl.src.post_process.utils
      • gigl.src.split_generator
        • gigl.src.split_generator.split_generator
      • gigl.src.subgraph_sampler
        • gigl.src.subgraph_sampler.lib
        • gigl.src.subgraph_sampler.subgraph_sampler
      • gigl.src.training
        • gigl.src.training.trainer
        • gigl.src.training.v1
        • gigl.src.training.v2
      • gigl.src.validation_check
        • gigl.src.validation_check.config_validator
        • gigl.src.validation_check.libs
    • gigl.types
      • gigl.types.graph
    • gigl.utils
      • gigl.utils.data_splitters
      • gigl.utils.iterator
      • gigl.utils.share_memory
  • snapchat
    • snapchat.research
      • snapchat.research.gbml
        • snapchat.research.gbml.dataset_metadata_pb2
        • snapchat.research.gbml.flattened_graph_metadata_pb2
        • snapchat.research.gbml.gbml_config_pb2
        • snapchat.research.gbml.gigl_resource_config_pb2
        • snapchat.research.gbml.graph_schema_pb2
        • snapchat.research.gbml.inference_metadata_pb2
        • snapchat.research.gbml.postprocessed_metadata_pb2
        • snapchat.research.gbml.preprocessed_metadata_pb2
        • snapchat.research.gbml.subgraph_sampling_strategy_pb2
        • snapchat.research.gbml.trained_model_metadata_pb2
        • snapchat.research.gbml.training_samples_schema_pb2
  • API Reference
  • gigl
  • gigl.orchestration

gigl.orchestration#

Orchestration support for end-to-end GiGL Pipelines.

Submodules#

  • gigl.orchestration.kubeflow
  • gigl.orchestration.local

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gigl.orchestration.kubeflow
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