diff --git a/bin/test_example.py b/bin/test_example.py index c2de8ece..b8b5695d 100644 --- a/bin/test_example.py +++ b/bin/test_example.py @@ -1,10 +1,11 @@ +import json import sys import time import requests from tenacity import retry, stop_after_attempt, wait_fixed from truss.cli.cli import _get_truss_from_directory -from truss.remote.remote_factory import USER_TRUSSRC_PATH, RemoteFactory +from truss.remote.remote_factory import RemoteConfig, RemoteFactory from truss.truss_handle import TrussHandle REMOTE_NAME = "ci" @@ -12,13 +13,15 @@ def write_trussrc_file(api_key: str): - file_contents = f""" -[{REMOTE_NAME}] -remote_provider=baseten -remote_url={BASETEN_HOST} -api_key={api_key}""" - with open(USER_TRUSSRC_PATH, "w") as f: - f.write(file_contents) + ci_user = RemoteConfig( + name=REMOTE_NAME, + configs={ + "api_key": api_key, + "remote_url": BASETEN_HOST, + "remote_provider": "baseten", + }, + ) + RemoteFactory.update_remote_config(ci_user) @retry(wait=wait_fixed(60), stop=stop_after_attempt(20), reraise=True) @@ -31,9 +34,19 @@ def attempt_inference(truss_handle, model_version_id, api_key): """ print("Started attempt inference") try: - example_model_input = truss_handle.spec.config.model_metadata[ - "example_model_input" - ] + if "example_model_input" in truss_handle.spec.config.model_metadata: + example_model_input = truss_handle.spec.config.model_metadata[ + "example_model_input" + ] + else: + example_model_input = json.loads( + ( + truss_handle._truss_dir + / truss_handle.spec.config.model_metadata[ + "example_model_input_file" + ] + ).read_text() + ) except KeyError: raise Exception("No example_model_input defined in Truss config") diff --git a/ci.yaml b/ci.yaml index 3740e265..54c511c9 100644 --- a/ci.yaml +++ b/ci.yaml @@ -11,3 +11,4 @@ tests: - mistral/mistral-7b-instruct - jina-embeddings/jina-embeddings-v2-base-en - whisper/whisper-v3-truss + - gfp-gan diff --git a/gfp-gan/config.yaml b/gfp-gan/config.yaml index e49a6280..b2457918 100644 --- a/gfp-gan/config.yaml +++ b/gfp-gan/config.yaml @@ -1,78 +1,17 @@ -data_dir: data -environment_variables: {} -examples_filename: examples.yaml input_type: Any description: Restore photos with this image-to-image model. -model_class_filename: restoration_model.py -model_class_name: RestorationModel -model_framework: custom model_metadata: avatar_url: https://cdn.baseten.co/production/static/explore/tencent.png cover_image_url: https://cdn.baseten.co/production/static/explore/gfp-gan.png + example_model_input_file: input.json tags: - image-restoration -model_module_dir: model model_name: GFP-GAN -model_type: custom python_version: py39 requirements: -- absl-py==1.1.0 -- addict==2.4.0 -- boto3==1.24.30 -- cachetools==5.2.0 -- certifi==2022.6.15 -- charset-normalizer==2.1.0 -- cycler==0.11.0 -- facexlib==0.2.4 -- filterpy==1.4.5 -- fonttools==4.34.4 -- future==0.18.2 -- google-auth==2.9.1 -- google-auth-oauthlib==0.4.6 -- grpcio==1.47.0 -- idna==3.3 -- imageio==2.19.3 -- importlib-metadata==4.12.0 -- kiwisolver==1.4.3 -- llvmlite==0.38.1 -- lmdb==1.3.0 -- Markdown==3.3.7 -- matplotlib==3.5.2 -- networkx==2.8.4 -- numba==0.55.2 -- numpy==1.20.3 -- oauthlib==3.2.0 -- opencv-python==4.6.0.66 -- packaging==21.3 -- Pillow==9.2.0 -- protobuf==3.19.4 -- pyasn1==0.4.8 -- pyasn1-modules==0.2.8 -- pyparsing==3.0.9 -- python-dateutil==2.8.2 -- PyWavelets==1.3.0 -- PyYAML==6.0 -- requests==2.28.1 -- requests-oauthlib==1.3.1 -- rsa==4.8 -- scikit-image==0.19.3 -- scipy==1.8.1 -- six==1.16.0 -- tb-nightly==2.10.0a20220713 -- tensorboard-data-server==0.6.1 -- tensorboard-plugin-wit==1.8.1 -- tifffile==2022.5.4 -- torch==1.12.0 -- torchvision==0.13.0 -- tqdm==4.64.0 -- typing_extensions==4.3.0 -- urllib3==1.26.10 -- Werkzeug==2.1.2 -- yapf==0.32.0 -- zipp==3.8.1 -- git+https://github.com/basetenlabs/BasicSR.git -- gfpgan==1.3.4 -- realesrgan==0.2.5.0 +- gfpgan==1.3.8 +- realesrgan==0.3.0 +- basicsr==1.4.2 resources: cpu: "3" memory: 8Gi diff --git a/gfp-gan/input.json b/gfp-gan/input.json new file mode 100644 index 00000000..83c1ad46 --- /dev/null +++ b/gfp-gan/input.json @@ -0,0 +1,3 @@ +{ + "image": 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" +} diff --git a/gfp-gan/model/restoration_model.py b/gfp-gan/model/model.py similarity index 99% rename from gfp-gan/model/restoration_model.py rename to gfp-gan/model/model.py index 228dc71d..ab2f42c2 100644 --- a/gfp-gan/model/restoration_model.py +++ b/gfp-gan/model/model.py @@ -29,7 +29,7 @@ RESIZE_DEFAULT_MAX = 1400 -class RestorationModel: +class Model: def __init__(self, **kwargs) -> None: self._data_dir = kwargs.get("data_dir") self._config = kwargs.get("config")