Download tools/test_parallel_transfer.py from willfny/OmniDex: direct link, hf CLI and curl.
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https://huggingface.co/datasets/willfny/OmniDex/resolve/main/tools/test_parallel_transfer.py
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hf download hf://datasets/willfny/OmniDex/tools/test_parallel_transfer.py
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curl -L -o test_parallel_transfer.py https://huggingface.co/datasets/willfny/OmniDex/resolve/main/tools/test_parallel_transfer.py
4.7 kB
| from pathlib import Path | |
| from types import SimpleNamespace | |
| import sys,sqlite3,tempfile,threading,hashlib,time,io,json | |
| sys.path.insert(0,str(Path(__file__).parent)) | |
| from release_dataset import Job | |
| import parallel_transfer as pipeline | |
| class API: | |
| def __init__(self): | |
| self.remote={};self.lock=threading.Lock();self.uploads=0;self.maxuploads=0;self.commits=0;self.maxcommits=0;self.once=True | |
| def preupload_lfs_files(self,*,additions,**kw): | |
| with self.lock: | |
| fail=self.once and any(x.path_in_repo.endswith("part-000000.tar.zst") for x in additions) | |
| if fail:self.once=False | |
| self.uploads+=1;self.maxuploads=max(self.maxuploads,self.uploads) | |
| try: | |
| if fail:raise ConnectionError("simulated connection reset") | |
| time.sleep(0.15) | |
| finally: | |
| with self.lock:self.uploads-=1 | |
| def create_commit(self,*,operations,**kw): | |
| with self.lock:self.commits+=1;self.maxcommits=max(self.maxcommits,self.commits) | |
| try: | |
| time.sleep(0.03) | |
| for operation in operations: | |
| content=Path(operation.path_or_fileobj).read_bytes() | |
| self.remote[operation.path_in_repo]=(len(content),hashlib.sha256(content).hexdigest()) | |
| return SimpleNamespace(oid="fake-commit") | |
| finally: | |
| with self.lock:self.commits-=1 | |
| def get_paths_info(self,repo,paths,**kw): | |
| return [SimpleNamespace(size=self.remote[x][0],lfs={"sha256":self.remote[x][1]}) for x in paths if x in self.remote] | |
| def repo_info(self,*a,**kw):return SimpleNamespace(sha="fake-commit") | |
| def check(): | |
| with tempfile.TemporaryDirectory(prefix="bounded-pipeline-test-",dir=Path(__file__).parent.parent/"runtime") as directory: | |
| job=Job.__new__(Job);job.state=Path(directory);(job.state/"staging").mkdir() | |
| job.mutex=threading.RLock();job.api=API() | |
| job.c={"repo_id":"test/repo","bucket":"test","read_workers":2,"compression_threads":1, | |
| "parallel_pack_workers":2,"parallel_upload_workers":2,"max_staging_bytes":1024**3, | |
| "min_free_disk_bytes":0,"min_available_memory_bytes":0,"retry_base_seconds":0.1,"max_host_cpu_percent":101} | |
| job.components={"visual":{"prefix":"source/visual/"}} | |
| job.db=sqlite3.connect(":memory:",check_same_thread=False) | |
| job.db.executescript("""CREATE TABLE objects(key,bytes,etag,component,unit,retained); | |
| CREATE TABLE units(component,unit,shard_id); | |
| CREATE TABLE shards(id PRIMARY KEY,component,hf_path,source_bytes,local_bytes,sha256,git_blob,status,commit_oid);""") | |
| data={} | |
| for i in range(6): | |
| sid="visual-"+str(i);unit="obj"+str(i);total=0 | |
| for n in range(8): | |
| key="source/visual/"+unit+"/"+str(n)+".bin";content=(str(i)+str(n)).encode()*30000 | |
| data[key]=content;total+=len(content) | |
| job.db.execute("INSERT INTO objects VALUES(?,?,?,?,?,1)",(key,len(content),"etag","visual",unit)) | |
| job.db.execute("INSERT INTO units VALUES(?,?,?)",("visual",unit,sid)) | |
| job.db.execute("INSERT INTO shards VALUES(?,?,?,?,NULL,NULL,NULL,'planned',NULL)",(sid,"visual","assets/r1/visual/part-"+f"{i:06d}"+".tar.zst",total)) | |
| job.db.commit() | |
| def get(**kw): | |
| time.sleep(0.005);content=data[kw["Key"]] | |
| return {"ContentLength":len(content),"Body":io.BytesIO(content)} | |
| job.s3=SimpleNamespace(get_object=get) | |
| job.safe=lambda e:str(e);job.repo_info=lambda:{"private":False} | |
| events=[];job.event=lambda stage,**kw:events.append((stage,kw)) | |
| active=0;peak=0;original=job.package;lock=threading.Lock() | |
| def package(row): | |
| nonlocal active,peak | |
| with lock:active+=1;peak=max(peak,active) | |
| try:return original(row) | |
| finally: | |
| with lock:active-=1 | |
| job.package=package | |
| pipeline.transfer(job,["visual"]) | |
| assert job.db.execute("SELECT COUNT(*) FROM shards WHERE status='verified'").fetchone()[0]==6 | |
| assert job.db.execute("SELECT COUNT(*) FROM shard_failures").fetchone()[0]==0 | |
| assert len(job.api.remote)==12 | |
| assert not list((job.state/"staging").iterdir()) | |
| assert peak==2 and job.api.maxuploads==2 and job.api.maxcommits==1 | |
| assert any(stage=="shard_retry_scheduled" for stage,_ in events) | |
| print(json.dumps({"passed":True,"pack_concurrency":peak,"upload_concurrency":job.api.maxuploads, | |
| "commit_concurrency":job.api.maxcommits,"verified_shards":6, | |
| "simulated_transient_recovered":True,"verified_temporary_files_cleaned":True})) | |
| if __name__=="__main__":check() | |