mirror of https://github.com/InternLM/InternLM
feat: support volc oss
parent
c19b88a3fa
commit
67fad5c894
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@ -39,7 +39,7 @@ CheckpointManager
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load_ckpt_folder=dict(path="local:/mnt/mfs/ckpt", content=["all",], ckpt_type="internlm"),
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auto_resume=False, # disable auto-resume, internlm will load model checkpoint from the path of 'load_ckpt_folder'.
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checkpoint_every=CHECKPOINT_EVERY,
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async_upload=True, # async ckpt upload. (only work for boto3 ckpt)
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async_upload=True, # async ckpt upload. (only work for boto3 and volc ckpt)
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async_upload_tmp_folder="/dev/shm/internlm_tmp_ckpt/", # path for temporarily files during asynchronous upload.
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oss_snapshot_freq=int(CHECKPOINT_EVERY / 2), # snapshot ckpt save frequency.
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)
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@ -67,7 +67,9 @@ InternLM对config中出现的所有存储路径都遵循以下的路径格式约
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1. 如果需要使用boto3的路径,需要在运行前提前导入 ``S3_ACCESS_KEY_ID`` 和 ``S3_SECRET_ACCESS_KEY_ID`` 这两个环境变量。
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2. bucket的endpoint一般分为Inside IP和Outside IP,如果可以尽量使用inside IP,会获得更佳的存储速度。
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2. 如果需要使用volc的路径,需要在运行前提前导入 ``VOLC_ACCESS_KEY_ID`` 和 ``VOLC_SECRET_ACCESS_KEY_ID`` 这两个环境变量。
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3. bucket的endpoint一般分为Inside IP和Outside IP,如果可以尽量使用inside IP,会获得更佳的存储速度。
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@ -114,7 +116,7 @@ config.ckpt 中相关的参数:
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- ``async_upload_tmp_folder``: 异步上传临时存储路径。参数类型 ``str/None``, 默认值为 ``/dev/shm/{JOB_NAME}_tmp_ckpt/``。
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需要注意的是,异步上传功能仅在backend为boto3时才会有效果,bcakend为local时只支持同步存储。
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需要注意的是,异步上传功能仅在backend为boto3或volc时才会有效果,bcakend为local时只支持同步存储。
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``async_upload_tmp_folder`` 设置的的原则为尽量设置为计算节点的local目录,这样才可以获得最佳的异步上传速度,一般来说建议为 ``/dev/shm`` 或 ``/nvme`` 下的路径,如果使用同步上传,则该路径可不给。
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@ -133,6 +133,7 @@ class VolcMetaInfo:
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handler: StorageClient,
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bucket_name: str,
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endpoint: str,
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region: str,
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file_path: str,
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async_upload_fn: callable,
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local_nvme_path=None,
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@ -145,11 +146,12 @@ class VolcMetaInfo:
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self.local_nvme_path = local_nvme_path
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self.is_async = is_async
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self.endpoint = endpoint
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self.region = region
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self.async_upload_fn = async_upload_fn
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def __str__(self) -> str:
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return f"is_async: {self.is_async}, bucket_name:{self.bucket_name}, endpoint:{self.endpoint}, \
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local_nvme_path: {self.local_nvme_path}"
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region:{self.region}, local_nvme_path: {self.local_nvme_path}"
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@staticmethod
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def unpack_volc_save_meta(meta):
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@ -368,14 +370,16 @@ class VolcClient(StorageClient):
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def __init__(
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self,
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endpoint: str,
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region: str,
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) -> None:
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"""Volc object/file storage management class
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Env variables:
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access_key (str): Access key ID get from "VOLC_ACCESS_KEY_ID".
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secret_key (str): Secret access key get from "VOLC_SECRET_ACCESS_KEY_ID".
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endpoint (str): Get from "VOLC_ENDPOINT".
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region (str): Get from "VOLC_REGION".
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Args:
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access_key (str): Volc access key ID.
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secret_key (str): Volc secret access key.
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endpoint (str): Volc tos endpoint.
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region (str): Volc tos region.
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"""
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super().__init__(tos)
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@ -383,12 +387,10 @@ class VolcClient(StorageClient):
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try:
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access_key = os.environ["VOLC_ACCESS_KEY_ID"]
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secret_key = os.environ["VOLC_SECRET_ACCESS_KEY_ID"]
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endpoint = os.environ["VOLC_ENDPOINT"]
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region = os.environ["VOLC_REGION"]
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except KeyError as exc:
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raise RuntimeError(
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"Please set 'VOLC_ACCESS_KEY_ID' and 'VOLC_SECRET_ACCESS_KEY_ID'",
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"and 'VOLC_ENDPOINT' and 'VOLC_REGION' using environment variable!",
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"using environment variable!",
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) from exc
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self.client = self.handler.TosClientV2(access_key, secret_key, endpoint, region)
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@ -580,7 +582,11 @@ def get_volc_meta(fp: str, tmp_local_folder: str, is_async: bool) -> VolcMetaInf
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match = volc_url_re.match(parts[0])
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assert match is not None, f"url '{fp}' is not a valid volc url"
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bucket_name, endpoint = match.group(1), match.group(2)
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endpoint = "http://" + endpoint + ":80"
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temp_part = endpoint.split(".")
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endpoint = ".".join(temp_part[1:])
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region = temp_part[1].split("-")
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region = "-".join(region[1:])
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if is_async:
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tmp_step_file = get_tmp_file_name(tmp_local_folder, fp)
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else:
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@ -590,6 +596,7 @@ def get_volc_meta(fp: str, tmp_local_folder: str, is_async: bool) -> VolcMetaInf
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handler=None,
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bucket_name=bucket_name,
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endpoint=endpoint,
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region=region,
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file_path=os.path.sep.join(parts[1:]),
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async_upload_fn=VolcClient.async_upload_fileobj,
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local_nvme_path=tmp_step_file,
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@ -720,7 +727,10 @@ class StorageManager(metaclass=SingletonMeta):
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elif backend == "volc":
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meta_info = get_volc_meta(path, self.tmp_local_folder, async_mode)
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backend_key = backend + ":" + meta_info.endpoint
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init_args = (meta_info.endpoint,)
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init_args = (
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meta_info.endpoint,
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meta_info.region,
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)
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if (
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"http_proxy" in os.environ
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or "https_proxy" in os.environ
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@ -6,9 +6,9 @@ import torch
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from internlm.core.context.parallel_context import Config
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from internlm.initialize.launch import get_config_value
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from tests.test_utils.common_fixture import ( # noqa # pylint: disable=unused-import
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ASYNC_TMP_FOLDER,
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BOTO_SAVE_PATH,
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LOCAL_SAVE_PATH,
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VOLC_SAVE_PATH,
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del_tmp_file,
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init_dist_and_model,
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reset_singletons,
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@ -48,6 +48,22 @@ ckpt_config_list = [
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save_folder=LOCAL_SAVE_PATH,
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test_id=3,
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),
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# async volc
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dict(
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enable_save_ckpt=True,
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async_upload_tmp_folder=ASYNC_TMP_FOLDER,
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async_upload=True,
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save_folder=VOLC_SAVE_PATH,
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test_id=4,
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),
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# sync volc
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dict(
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enable_save_ckpt=True,
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async_upload_tmp_folder=None,
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async_upload=False,
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save_folder=VOLC_SAVE_PATH,
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test_id=5,
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),
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]
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@ -97,6 +113,9 @@ internlm_ckpt_path = [
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("/mnt/ckpt/", "local", "/mnt/ckpt/"),
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("./ckpt/", "local", "./ckpt/"),
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("s3://oss_bucket/", "boto3", "s3://oss_bucket/"),
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("volc:vc://oss_bucket/", "volc", "vc://oss_bucket/"),
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("volc:oss_bucket/", "volc", "oss_bucket/"),
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("vc://oss_bucket/", "volc", "vc://oss_bucket/"),
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]
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