def sample(self, model: clgen.Model) -> None:
"""
Sample CLgen model.
Parameters
----------
model : clgen.Model
CLgen model.
"""
cache = self.cache(model)
# create samples database if it doesn't exist
if not cache.get("kernels.db"):
tmp_kernels_db = cache.keypath("kernels.tmp.db")
dbutil.create_db(tmp_kernels_db)
cache["kernels.db"] = tmp_kernels_db
# producer-consumer queue
queue = Queue(maxsize=128)
log.info("sampling", self)
sampler = SampleProducer(model, self.start_text, queue,
**self.kernel_opts)
sampler.start()
consumer = SampleConsumer(cache["kernels.db"], sampler, self, cache,
queue, **self.sampler_opts)
consumer.start()
sampler.join()
consumer.join()
clgen.explore(cache["kernels.db"])
def test_explore():
c = clgen.Corpus.from_json({
"language":
"opencl",
"path":
tests.data_path("tiny", "corpus", exists=False)
})
clgen.explore(c.contentcache["kernels.db"])
def _main(db_file: BinaryIO):
clgen.explore(db_file.name)
def test_explore_gh():
db_path = tests.archive("tiny-gh.db")
assert (fs.exists(db_path))
clgen.explore(db_path)