code: def integration(with_all=False, random_seed=12345, **args):
      from .integration.runner import write_js_test_json, run_all_tests
      import numpy as np
  
      # FIXME(bkietz) Include help strings for individual testers.
      # For example, CPPTester's ARROW_CPP_EXE_PATH environment variable.
  
      # Make runs involving data generation deterministic
      np.random.seed(random_seed)
  
      gen_path = args["write_generated_json"]
  
      languages = ["cpp", "csharp", "java", "js", "go", "rust"]
      formats = ["ipc", "flight", "c_data"]
  
      enabled_languages = 0
      for lang in languages:
          param = f"with_{lang}"
          if with_all:
              args[param] = with_all
          enabled_languages += args[param]
  
      enabled_formats = 0
      for fmt in formats:
          param = f"run_{fmt}"
          enabled_formats += args[param]
  
      if gen_path:
          # XXX See GH-37575: this option is only used by the JS test suite
          # and might not be useful anymore.
          os.makedirs(gen_path, exist_ok=True)
          write_js_test_json(gen_path)
      else:
          if enabled_formats == 0:
              raise click.UsageError(
                  "Need to enable at least one format to test "
                  "(IPC, Flight, C Data Interface); try --help"
              )
          if enabled_languages == 0:
              raise click.UsageError(
                  "Need to enable at least one language to test; try --help"
              )
          run_all_tests(**args)
  
imports: from collections import namedtuple
  from io import StringIO
  import click
  import json
  import logging
  import os
  import pathlib
  import sys
  from .benchmark.codec import JsonEncoder
  from .benchmark.compare import RunnerComparator, DEFAULT_THRESHOLD
  from .benchmark.runner import CppBenchmarkRunner, JavaBenchmarkRunner
  from .compat import _import_pandas
  from .lang.cpp import CppCMakeDefinition, CppConfiguration
  from .utils.cli import ArrowBool, validate_arrow_sources, add_optional_command
  from .utils.lint import linter, python_numpydoc, LintValidationException
  from .utils.logger import logger, ctx
  from .utils.source import ArrowSources
  from .utils.tmpdir import tmpdir
label_desc: Use image node_id 19 for calling a global function with example usage: integration(with_all, random_seed) without return types