[Feat] Implement the pipeline for loading vineyard graph as graphlearn_torch dataset and training on a single machine #3156
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LiSu
reviewed
Aug 30, 2023
examples/local_glt.py
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| default=512, | ||
| help="Batch size for the training and testing dataloader.", | ||
| ) | ||
| parser.add_argument( |
examples/local_glt.py
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| num_rpc_threads=4, | ||
| ) | ||
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| device = torch.device("cpu") |
examples/local_glt.py
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| master_port=train_loader_master_port, | ||
| buffer_size="1GB", | ||
| prefetch_size=1, | ||
| worker_key="train", |
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| handle = pickle.loads(base64.b64decode(handle)) | ||
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| server_client_master_port = get_free_port("localhost") |
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get ports for train, test and val
| @@ -34,6 +31,8 @@ | |||
| from graphscope.proto import ddl_service_pb2_grpc | |||
| from graphscope.proto import write_service_pb2 | |||
| from graphscope.proto import write_service_pb2_grpc | |||
| from gremlin_python.driver.driver_remote_connection import DriverRemoteConnection | |||
| from gremlin_python.process.anonymous_traversal import traversal | |||
python/graphscope/client/utils.py
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| @@ -26,7 +26,6 @@ | |||
| from functools import wraps | |||
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| import grpc | |||
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| from graphscope.config import GSConfig as gs_config | |||
LiSu
reviewed
Aug 30, 2023
…ary (alibaba#3093) Related Issue: alibaba#3097 Committed-by: Hongyi ZHANG from Dev container Committed-by: Hongyi ZHANG from Dev container
…n_torch dataset and training on a single machine Committed-by: Hongyi ZHANG from Dev container Committed-by: Hongyi ZHANG from Dev container Committed-by: Hongyi ZHANG from Dev container
Committed-by: Hongyi ZHANG from Dev container Committed-by: Hongyi ZHANG from Dev container Committed-by: Hongyi ZHANG from Dev container
Committed-by: Hongyi ZHANG from Dev container Committed-by: Hongyi ZHANG from Dev container
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LiSu
reviewed
Sep 11, 2023
| master_port=glt_graph.train_loader_master_port, | ||
| buffer_size="1GB", | ||
| prefetch_size=1, | ||
| worker_key=str(glt_graph.train_loader_master_port), |
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Use a high-level API to wrap the settings of server-related info, such as master_addr, master_addr and master_addr
…ary (alibaba#3093) Related Issue: alibaba#3097 Committed-by: Hongyi ZHANG from Dev container Committed-by: Hongyi ZHANG from Dev container
Committed-by: Hongyi ZHANG from Dev container
LiSu
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Sep 21, 2023
…n_torch dataset and training on a single machine (#3156) ## What do these changes do? This pr introduces the following changes: 1. A new graphlearn_torch API for session. 2. Add the script to launch the graphlearn_torch server with handle and config. 3. Include an example of graphsage node classification with the ogbn-arxiv dataset in GraphScope on a single machine. ## Related issue number #3157
LiSu
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Sep 22, 2023
…n_torch dataset and training on a single machine (#3156) ## What do these changes do? This pr introduces the following changes: 1. A new graphlearn_torch API for session. 2. Add the script to launch the graphlearn_torch server with handle and config. 3. Include an example of graphsage node classification with the ogbn-arxiv dataset in GraphScope on a single machine. ## Related issue number #3157
LiSu
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Sep 22, 2023
…n_torch dataset and training on a single machine (#3156) ## What do these changes do? This pr introduces the following changes: 1. A new graphlearn_torch API for session. 2. Add the script to launch the graphlearn_torch server with handle and config. 3. Include an example of graphsage node classification with the ogbn-arxiv dataset in GraphScope on a single machine. ## Related issue number #3157
LiSu
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Sep 25, 2023
…n_torch dataset and training on a single machine (#3156) ## What do these changes do? This pr introduces the following changes: 1. A new graphlearn_torch API for session. 2. Add the script to launch the graphlearn_torch server with handle and config. 3. Include an example of graphsage node classification with the ogbn-arxiv dataset in GraphScope on a single machine. ## Related issue number #3157
LiSu
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Sep 25, 2023
…n_torch dataset and training on a single machine (#3156) ## What do these changes do? This pr introduces the following changes: 1. A new graphlearn_torch API for session. 2. Add the script to launch the graphlearn_torch server with handle and config. 3. Include an example of graphsage node classification with the ogbn-arxiv dataset in GraphScope on a single machine. ## Related issue number #3157
LiSu
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Sep 25, 2023
…n_torch dataset and training on a single machine (#3156) ## What do these changes do? This pr introduces the following changes: 1. A new graphlearn_torch API for session. 2. Add the script to launch the graphlearn_torch server with handle and config. 3. Include an example of graphsage node classification with the ogbn-arxiv dataset in GraphScope on a single machine. ## Related issue number #3157
husimplicity
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…n_torch dataset and training on a single machine (alibaba#3156) This pr introduces the following changes: 1. A new graphlearn_torch API for session. 2. Add the script to launch the graphlearn_torch server with handle and config. 3. Include an example of graphsage node classification with the ogbn-arxiv dataset in GraphScope on a single machine. alibaba#3157
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What do these changes do?
This pr introduces the following changes:
Related issue number
#3157