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feat: migrate python backends from conda to uv (#2215)
* feat: migrate diffusers backend from conda to uv
- replace conda with UV for diffusers install (prototype for all
extras backends)
- add ability to build docker with one/some/all extras backends
instead of all or nothing
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate autogtpq bark coqui from conda to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: convert exllama over to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate exllama2 to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate mamba to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate parler to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate petals to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: fix tests
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate rerankers to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate sentencetransformers to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: install uv for tests-linux
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: make sure file exists before installing on intel images
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate transformers backend to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate transformers-musicgen to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate vall-e-x to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate vllm to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add uv install to the rest of test-extra.yml
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: adjust file perms on all install/run/test scripts
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add missing acclerate dependencies
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add some more missing dependencies to python backends
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: parler tests venv py dir fix
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: correct filename for transformers-musicgen tests
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: adjust the pwd for valle tests
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: cleanup and optimization work for uv migration
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add setuptools to requirements-install for mamba
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: more size optimization work
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: make installs and tests more consistent, cleanup some deps
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: cleanup
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: mamba backend is cublas only
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: uncomment lines in makefile
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
---------
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
This commit is contained in:
cryptk
GitHub
parent
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101 changed files with 988 additions and 740 deletions
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"""
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A test script to test the gRPC service
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"""
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import unittest
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import subprocess
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import time
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import backend_pb2
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import backend_pb2_grpc
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import grpc
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class TestBackendServicer(unittest.TestCase):
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"""
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TestBackendServicer is the class that tests the gRPC service
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"""
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def setUp(self):
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"""
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This method sets up the gRPC service by starting the server
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"""
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self.service = subprocess.Popen(["python3", "reranker.py", "--addr", "localhost:50051"])
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time.sleep(10)
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def tearDown(self) -> None:
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"""
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This method tears down the gRPC service by terminating the server
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"""
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self.service.kill()
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self.service.wait()
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def test_server_startup(self):
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"""
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This method tests if the server starts up successfully
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"""
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try:
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self.setUp()
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with grpc.insecure_channel("localhost:50051") as channel:
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stub = backend_pb2_grpc.BackendStub(channel)
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response = stub.Health(backend_pb2.HealthMessage())
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self.assertEqual(response.message, b'OK')
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except Exception as err:
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print(err)
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self.fail("Server failed to start")
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finally:
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self.tearDown()
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def test_load_model(self):
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"""
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This method tests if the model is loaded successfully
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"""
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try:
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self.setUp()
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with grpc.insecure_channel("localhost:50051") as channel:
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stub = backend_pb2_grpc.BackendStub(channel)
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response = stub.LoadModel(backend_pb2.ModelOptions(Model="cross-encoder"))
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self.assertTrue(response.success)
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self.assertEqual(response.message, "Model loaded successfully")
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except Exception as err:
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print(err)
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self.fail("LoadModel service failed")
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finally:
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self.tearDown()
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def test_rerank(self):
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"""
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This method tests if the embeddings are generated successfully
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"""
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try:
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self.setUp()
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with grpc.insecure_channel("localhost:50051") as channel:
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stub = backend_pb2_grpc.BackendStub(channel)
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request = backend_pb2.RerankRequest(
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query="I love you",
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documents=["I hate you", "I really like you"],
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top_n=2
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)
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response = stub.LoadModel(backend_pb2.ModelOptions(Model="cross-encoder"))
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self.assertTrue(response.success)
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rerank_response = stub.Rerank(request)
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print(rerank_response.results[0])
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self.assertIsNotNone(rerank_response.results)
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self.assertEqual(len(rerank_response.results), 2)
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self.assertEqual(rerank_response.results[0].text, "I really like you")
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self.assertEqual(rerank_response.results[1].text, "I hate you")
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except Exception as err:
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print(err)
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self.fail("Reranker service failed")
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finally:
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self.tearDown()
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