swh.graph.webgraph module

WebGraph driver

class swh.graph.webgraph.CompressionStep(value)

Bases: enum.Enum

An enumeration.

MPH = 1

BV = 2

BV_OBL = 3

BFS = 4

PERMUTE = 5

PERMUTE_OBL = 6

STATS = 7

TRANSPOSE = 8

TRANSPOSE_OBL = 9

MAPS = 10

CLEAN_TMP = 11

swh.graph.webgraph.do_step(step, conf)

swh.graph.webgraph.compress(graph_name: str, in_dir: pathlib.Path, out_dir: pathlib.Path, steps: Set[swh.graph.webgraph.CompressionStep] = {<CompressionStep.CLEAN_TMP: 11>, <CompressionStep.STATS: 7>, <CompressionStep.PERMUTE_OBL: 6>, <CompressionStep.MAPS: 10>, <CompressionStep.TRANSPOSE: 8>, <CompressionStep.BV: 2>, <CompressionStep.PERMUTE: 5>, <CompressionStep.TRANSPOSE_OBL: 9>, <CompressionStep.BFS: 4>, <CompressionStep.BV_OBL: 3>, <CompressionStep.MPH: 1>}, conf: Dict[str, str] = {})

graph compression pipeline driver from nodes/edges files to compressed on-disk representation

Parameters

• graph_name – graph base name, relative to in_dir

• in_dir – input directory, where the uncompressed graph can be found

• out_dir – output directory, where the compressed graph will be stored

• steps – compression steps to run (default: all steps)

• conf –

  compression configuration, supporting the following keys (all are optional, so an empty configuration is fine and is the default)

  • batch_size: batch size for WebGraph transformations; defaults to 1 billion

  • classpath: java classpath, defaults to swh-graph JAR only

  • java: command to run java VM, defaults to “java”

  • java_tool_options: value for JAVA_TOOL_OPTIONS environment variable; defaults to various settings for high memory machines

  • logback: path to a logback.xml configuration file; if not provided a temporary one will be created and used

  • max_ram: maximum RAM to use for compression; defaults to available virtual memory

  • tmp_dir: temporary directory, defaults to the “tmp” subdir of out_dir