Add AI Runtime exist model check

python/aibrix/aibrix/config.py

@@ -14,3 +14,5 @@
 
 
 DEFAULT_METRIC_COLLECTOR_TIMEOUT = 1
+
+DOWNLOAD_CACHE_DIR = ".cache"

python/aibrix/aibrix/downloader/huggingface.py

@@ -99,6 +99,7 @@ def download(
             token=self.hf_token,
             endpoint=self.hf_endpoint,
             local_dir_use_symlinks=False,
+            force_download=envs.DOWNLOADER_FORCE_DOWNLOAD,
         )
 
     def download_directory(self, local_path: Path):
@@ -111,4 +112,5 @@ def download_directory(self, local_path: Path):
             max_workers=envs.DOWNLOADER_NUM_THREADS,
             endpoint=self.hf_endpoint,
             local_dir_use_symlinks=False,
+            force_download=envs.DOWNLOADER_FORCE_DOWNLOAD,
         )

python/aibrix/aibrix/downloader/s3.py

@@ -23,6 +23,10 @@
 
 from aibrix import envs
 from aibrix.downloader.base import BaseDownloader
+from aibrix.downloader.utils import meta_file, need_to_download, save_meta_data
+from aibrix.logger import init_logger
+
+logger = init_logger(__name__)
 
 
 def _parse_bucket_info_from_uri(uri: str) -> Tuple[str, str]:
@@ -110,15 +114,21 @@ def download(
         bucket_name: Optional[str] = None,
         enable_range: bool = True,
     ):
-        # check if file exist
         try:
             meta_data = self.client.head_object(Bucket=bucket_name, Key=bucket_path)
         except Exception as e:
             raise ValueError(f"S3 bucket path {bucket_path} not exist for {e}.")
 
         _file_name = bucket_path.split("/")[-1]
-        # S3 client does not support Path, convert it to str
-        local_file = str(local_path.joinpath(_file_name).absolute())
+        local_file = local_path.joinpath(_file_name).absolute()
+
+        # check if file exist
+        etag = meta_data.get("ETag", "")
+        file_size = meta_data.get("ContentLength", 0)
+        meta_data_file = meta_file(local_path=local_path, file_name=_file_name)
+
+        if not need_to_download(local_file, meta_data_file, file_size, etag):
+            return
 
         # construct TransferConfig
         config_kwargs = {
@@ -134,15 +144,20 @@ def download(
 
         # download file
         total_length = int(meta_data.get("ContentLength", 0))
-        with tqdm(total=total_length, unit="b", unit_scale=True) as pbar:
+        with tqdm(
+            desc=_file_name, total=total_length, unit="b", unit_scale=True
+        ) as pbar:
 
             def download_progress(bytes_transferred):
                 pbar.update(bytes_transferred)
 
             self.client.download_file(
                 Bucket=bucket_name,
                 Key=bucket_path,
-                Filename=local_file,
+                Filename=str(
+                    local_file
+                ),  # S3 client does not support Path, convert it to str
                 Config=config,
                 Callback=download_progress,
             )
+            save_meta_data(meta_data_file, etag)

python/aibrix/aibrix/downloader/tos.py

@@ -23,9 +23,12 @@
 
 from aibrix import envs
 from aibrix.downloader.base import BaseDownloader
+from aibrix.downloader.utils import meta_file, need_to_download, save_meta_data
+from aibrix.logger import init_logger
 
 tos_logger = logging.getLogger("tos")
 tos_logger.setLevel(logging.WARNING)
+logger = init_logger(__name__)
 
 
 def _parse_bucket_info_from_uri(uri: str) -> Tuple[str, str]:
@@ -100,15 +103,22 @@ def download(
         bucket_name: Optional[str] = None,
         enable_range: bool = True,
     ):
-        # check if file exist
         try:
             meta_data = self.client.head_object(bucket=bucket_name, key=bucket_path)
         except Exception as e:
             raise ValueError(f"TOS bucket path {bucket_path} not exist for {e}.")
 
         _file_name = bucket_path.split("/")[-1]
-        # TOS client does not support Path, convert it to str
-        local_file = str(local_path.joinpath(_file_name).absolute())
+        local_file = local_path.joinpath(_file_name).absolute()
+
+        # check if file exist
+        etag = meta_data.etag
+        file_size = meta_data.content_length
+        meta_data_file = meta_file(local_path=local_path, file_name=_file_name)
+
+        if not need_to_download(local_file, meta_data_file, file_size, etag):
+            return
+
         task_num = envs.DOWNLOADER_NUM_THREADS if enable_range else 1
 
         download_kwargs = {}
@@ -117,7 +127,9 @@ def download(
 
         # download file
         total_length = meta_data.content_length
-        with tqdm(total=total_length, unit="b", unit_scale=True) as pbar:
+        with tqdm(
+            desc=_file_name, total=total_length, unit="b", unit_scale=True
+        ) as pbar:
 
             def download_progress(
                 consumed_bytes, total_bytes, rw_once_bytes, type: DataTransferType
@@ -127,8 +139,11 @@ def download_progress(
             self.client.download_file(
                 bucket=bucket_name,
                 key=bucket_path,
-                file_path=local_file,
+                file_path=str(
+                    local_file
+                ),  # TOS client does not support Path, convert it to str
                 task_num=task_num,
                 data_transfer_listener=download_progress,
                 **download_kwargs,
             )
+            save_meta_data(meta_data_file, etag)

python/aibrix/aibrix/downloader/utils.py

@@ -0,0 +1,95 @@
+# Copyright 2024 The Aibrix Team.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+import os
+from pathlib import Path
+from typing import Union
+
+from aibrix import envs
+from aibrix.config import DOWNLOAD_CACHE_DIR
+from aibrix.logger import init_logger
+
+
+logger = init_logger(__name__)
+
+
+def meta_file(local_path: Union[Path, str], file_name: str) -> Path:
+    return (
+        Path(local_path)
+        .joinpath(DOWNLOAD_CACHE_DIR)
+        .joinpath(f"{file_name}.metadata")
+        .absolute()
+    )
+
+
+def save_meta_data(file_path: Union[Path, str], etag: str):
+    Path(file_path).parent.mkdir(parents=True, exist_ok=True)
+    with open(file_path, "w") as f:
+        f.write(etag)
+
+
+def load_meta_data(file_path: Union[Path, str]):
+    if Path(file_path).exists():
+        with open(file_path, "r") as f:
+            return f.read()
+    return None
+
+
+def check_file_exist(
+    local_file: Union[Path, str],
+    meta_file: Union[Path, str],
+    expected_file_size: int,
+    expected_etag: str,
+) -> bool:
+    if expected_file_size is None or expected_file_size <= 0:
+        return False
+
+    if expected_etag is None or expected_etag == "":
+        return False
+
+    if not Path(local_file).exists():
+        return False
+
+    file_size = os.path.getsize(local_file)
+    if file_size != expected_file_size:
+        return False
+
+    if not Path(meta_file).exists():
+        return False
+
+    etag = load_meta_data(meta_file)
+    return etag == expected_etag
+
+
+def need_to_download(
+    local_file: Union[Path, str],
+    meta_data_file: Union[Path, str],
+    expected_file_size: int,
+    expected_etag: str,
+) -> bool:
+    _file_name = Path(local_file).name
+    if not envs.DOWNLOADER_FORCE_DOWNLOAD and envs.DOWNLOADER_CHECK_FILE_EXIST:
+        if check_file_exist(
+            local_file, meta_data_file, expected_file_size, expected_etag
+        ):
+            logger.info(f"File {_file_name} exist in local, skip download.")
+            return False
+        else:
+            logger.info(f"File {_file_name} not exist in local, start to download...")
+    else:
+        logger.info(
+            f"File {_file_name} start downloading directly "
+            f"for DOWNLOADER_FORCE_DOWNLOAD={envs.DOWNLOADER_FORCE_DOWNLOAD}, "
+            f"DOWNLOADER_CHECK_FILE_EXIST={envs.DOWNLOADER_CHECK_FILE_EXIST}"
+        )
+    return True

python/aibrix/aibrix/envs.py

@@ -53,6 +53,9 @@ def _parse_int_or_none(value: Optional[str]) -> Optional[int]:
     os.getenv("DOWNLOADER_ALLOW_FILE_SUFFIX")
 )
 
+DOWNLOADER_FORCE_DOWNLOAD = _is_true(os.getenv("DOWNLOADER_FORCE_DOWNLOAD", "0"))
+DOWNLOADER_CHECK_FILE_EXIST = _is_true(os.getenv("DOWNLOADER_CHECK_FILE_EXIST", "1"))
+
 # Downloader Regex
 DOWNLOADER_S3_REGEX = r"^s3://"
 DOWNLOADER_TOS_REGEX = r"^tos://"

python/aibrix/tests/downloader/test_utils.py

@@ -0,0 +1,138 @@
+# Copyright 2024 The Aibrix Team.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+import os
+from pathlib import Path
+import tempfile
+from unittest import mock
+
+from aibrix import envs
+from aibrix.config import DOWNLOAD_CACHE_DIR
+from aibrix.downloader.utils import (
+    check_file_exist,
+    load_meta_data,
+    meta_file,
+    need_to_download,
+    save_meta_data,
+)
+
+
+def prepare_file_and_meta_data(file_path, meta_path, file_size, etag):
+    save_meta_data(meta_path, etag)
+    # create file
+    with open(file_path, "wb") as f:
+        f.write(os.urandom(file_size))
+
+
+def test_meta_file():
+    with tempfile.TemporaryDirectory() as tmp_dir:
+        meta_file_path = meta_file(tmp_dir, "test")
+        assert str(meta_file_path).endswith(f"{DOWNLOAD_CACHE_DIR}/test.metadata")
+
+
+def test_save_load_meta_data():
+    with tempfile.TemporaryDirectory() as tmp_dir:
+        file_path = Path(tmp_dir).joinpath("test.metadata")
+        etag = "here_is_etag_value_xyz"
+        save_meta_data(file_path, etag)
+        assert file_path.exists()
+
+        load_etag = load_meta_data(file_path)
+        assert etag == load_etag
+
+        not_exist_file = Path(tmp_dir).joinpath("not_exist.metadata")
+        not_exist_etag = load_meta_data(not_exist_file)
+        assert not_exist_etag is None
+
+
+def test_check_file_exist():
+    with tempfile.TemporaryDirectory() as tmp_dir:
+        # prepare file and meta data
+        file_size = 10
+        file_name = "test"
+        etag = "here_is_etag_value_xyz"
+        file_path = Path(tmp_dir).joinpath(file_name)
+        # create meta data file
+        meta_path = meta_file(tmp_dir, file_name)
+        prepare_file_and_meta_data(file_path, meta_path, file_size, etag)
+
+        assert check_file_exist(file_path, meta_path, file_size, etag)
+        assert not check_file_exist(file_path, meta_path, None, etag)
+        assert not check_file_exist(file_path, meta_path, -1, etag)
+        assert not check_file_exist(file_path, meta_path, file_size, None)
+        # The remote etag has been updated
+        assert not check_file_exist(file_path, meta_path, file_size, "new_etag")
+
+        not_exist_file_name = "not_exist"
+        not_exist_file_path = Path(tmp_dir).joinpath(not_exist_file_name)
+        not_exist_meta_path = meta_file(tmp_dir, not_exist_file_name)
+        assert not check_file_exist(
+            not_exist_file_path, not_exist_meta_path, file_size, etag
+        )
+        # meta data not exist
+        assert not check_file_exist(file_path, not_exist_meta_path, file_size, etag)
+
+
+CHECK_FUNC = "aibrix.downloader.utils.check_file_exist"
+
+
+@mock.patch(CHECK_FUNC)
+def test_need_to_download_not_call(mock_check: mock.Mock):
+    origin_force_download_env = envs.DOWNLOADER_FORCE_DOWNLOAD
+    origin_check_file_exist = envs.DOWNLOADER_CHECK_FILE_EXIST
+
+    envs.DOWNLOADER_FORCE_DOWNLOAD = True
+    envs.DOWNLOADER_CHECK_FILE_EXIST = False
+    need_to_download("file", "file.metadata", 10, "etag")
+    mock_check.assert_not_called()
+
+    envs.DOWNLOADER_FORCE_DOWNLOAD = True
+    envs.DOWNLOADER_CHECK_FILE_EXIST = True
+    need_to_download("file", "file.metadata", 10, "etag")
+    mock_check.assert_not_called()
+
+    envs.DOWNLOADER_FORCE_DOWNLOAD = False
+    envs.DOWNLOADER_CHECK_FILE_EXIST = False
+    need_to_download("file", "file.metadata", 10, "etag")
+    mock_check.assert_not_called()
+
+    # recover envs
+    envs.DOWNLOADER_FORCE_DOWNLOAD = origin_force_download_env
+    envs.DOWNLOADER_CHECK_FILE_EXIST = origin_check_file_exist
+
+
+@mock.patch(CHECK_FUNC)
+def test_need_to_download(mock_check: mock.Mock):
+    origin_force_download_env = envs.DOWNLOADER_FORCE_DOWNLOAD
+    origin_check_file_exist = envs.DOWNLOADER_CHECK_FILE_EXIST
+
+    envs.DOWNLOADER_FORCE_DOWNLOAD = False
+    envs.DOWNLOADER_CHECK_FILE_EXIST = True
+    file_exist = True
+    # file exist, no need to download
+    mock_check.return_value = file_exist
+    assert not need_to_download("file", "file.metadata", 10, "etag")
+    mock_check.assert_called_once()
+    mock_check.reset_mock()
+
+    # file not exist, need to download
+    mock_check.return_value = not file_exist
+    assert need_to_download("file", "file.metadata", 10, "etag")
+    mock_check.assert_called_once()
+    mock_check.reset_mock()
+
+    # recover envs
+    envs.DOWNLOADER_FORCE_DOWNLOAD = origin_force_download_env
+    envs.DOWNLOADER_CHECK_FILE_EXIST = origin_check_file_exist