wehub-resource-sync
113 lines
3.3 KiB
Python
113 lines
3.3 KiB
Python
"""The ``dgl.data`` package contains datasets hosted by DGL and also utilities
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for downloading, processing, saving and loading data from external resources.
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"""
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from __future__ import absolute_import
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from . import citation_graph as citegrh
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from .actor import ActorDataset
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from .movielens import MovieLensDataset
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from .adapter import *
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from .bitcoinotc import BitcoinOTC, BitcoinOTCDataset
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from .citation_graph import (
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CitationGraphDataset,
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CiteseerGraphDataset,
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CoraBinary,
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CoraGraphDataset,
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PubmedGraphDataset,
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)
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from .csv_dataset import CSVDataset
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from .dgl_dataset import DGLBuiltinDataset, DGLDataset
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from .fakenews import FakeNewsDataset
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from .flickr import FlickrDataset
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from .fraud import FraudAmazonDataset, FraudDataset, FraudYelpDataset
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from .gdelt import GDELT, GDELTDataset
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from .gindt import GINDataset
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from .gnn_benchmark import (
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AmazonCoBuy,
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AmazonCoBuyComputerDataset,
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AmazonCoBuyPhotoDataset,
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Coauthor,
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CoauthorCSDataset,
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CoauthorPhysicsDataset,
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CoraFull,
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CoraFullDataset,
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)
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from .icews18 import ICEWS18, ICEWS18Dataset
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from .karate import KarateClub, KarateClubDataset
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from .knowledge_graph import FB15k237Dataset, FB15kDataset, WN18Dataset
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from .minigc import *
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from .ppi import LegacyPPIDataset, PPIDataset
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from .qm7b import QM7b, QM7bDataset
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from .qm9 import QM9, QM9Dataset
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from .qm9_edge import QM9Edge, QM9EdgeDataset
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from .rdf import AIFBDataset, AMDataset, BGSDataset, MUTAGDataset
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from .reddit import RedditDataset
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from .sbm import SBMMixture, SBMMixtureDataset
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from .synthetic import (
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BA2MotifDataset,
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BACommunityDataset,
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BAShapeDataset,
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TreeCycleDataset,
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TreeGridDataset,
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)
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from .tree import SST, SSTDataset
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from .tu import LegacyTUDataset, TUDataset
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from .utils import *
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from .cluster import CLUSTERDataset
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from .geom_gcn import (
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ChameleonDataset,
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CornellDataset,
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SquirrelDataset,
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TexasDataset,
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WisconsinDataset,
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)
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from .heterophilous_graphs import (
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AmazonRatingsDataset,
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MinesweeperDataset,
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QuestionsDataset,
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RomanEmpireDataset,
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TolokersDataset,
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)
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# RDKit is required for Peptides-Structural, Peptides-Functional dataset.
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# Exception handling was added to prevent crashes for users who are using other
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# datasets.
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try:
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from .lrgb import (
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COCOSuperpixelsDataset,
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PeptidesFunctionalDataset,
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PeptidesStructuralDataset,
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VOCSuperpixelsDataset,
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)
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except ImportError:
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pass
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from .pattern import PATTERNDataset
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from .superpixel import CIFAR10SuperPixelDataset, MNISTSuperPixelDataset
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from .wikics import WikiCSDataset
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from .yelp import YelpDataset
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from .zinc import ZINCDataset
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def register_data_args(parser):
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parser.add_argument(
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"--dataset",
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type=str,
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required=False,
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help="The input dataset. Can be cora, citeseer, pubmed, syn(synthetic dataset) or reddit",
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)
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def load_data(args):
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if args.dataset == "cora":
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return citegrh.load_cora()
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elif args.dataset == "citeseer":
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return citegrh.load_citeseer()
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elif args.dataset == "pubmed":
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return citegrh.load_pubmed()
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elif args.dataset is not None and args.dataset.startswith("reddit"):
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return RedditDataset(self_loop=("self-loop" in args.dataset))
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else:
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raise ValueError("Unknown dataset: {}".format(args.dataset))
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