Files
dvc/dvc/cache.py
T
Alexander Schepanovski e2eb4ae0c3 perf: delay cache creation
The older code instantiates non-local cache remotes on Repo creation if
any of those are configured. And remote instantiation loads their API
libs.
2019-09-24 09:03:03 +07:00

106 lines
3.1 KiB
Python

"""Manages cache of a dvc repo."""
from __future__ import unicode_literals
import os
from funcy import cached_property
from dvc.utils.compat import builtin_str
from dvc.config import Config
class CacheConfig(object):
def __init__(self, config):
self.config = config
def set_dir(self, dname, level=None):
from dvc.remote.config import RemoteConfig
configobj = self.config.get_configobj(level)
path = RemoteConfig.resolve_path(dname, configobj.filename)
self.config.set(
Config.SECTION_CACHE, Config.SECTION_CACHE_DIR, path, level=level
)
def _make_remote_property(name):
"""
The config file is stored in a way that allows you to have a
cache for each remote.
This is needed when specifying external outputs
(as they require you to have an external cache location).
Imagine a config file like the following:
['remote "dvc-storage"']
url = ssh://localhost/tmp
ask_password = true
[cache]
ssh = dvc-storage
This method creates a cached property, containing cache named `name`:
self.config == {'ssh': 'dvc-storage'}
self.ssh # a RemoteSSH instance
"""
def getter(self):
from dvc.remote import Remote
remote = self.config.get(name)
if not remote:
return None
return Remote(self.repo, name=remote)
getter.__name__ = builtin_str(name)
return cached_property(getter)
class Cache(object):
"""Class that manages cache locations of a dvc repo.
Args:
repo (dvc.repo.Repo): repo instance that this cache belongs to.
"""
CACHE_DIR = "cache"
def __init__(self, repo):
from dvc.remote import Remote
self.repo = repo
self.config = config = repo.config.config[Config.SECTION_CACHE]
local = config.get(Config.SECTION_CACHE_LOCAL)
if local:
name = Config.SECTION_REMOTE_FMT.format(local)
settings = repo.config.config[name]
else:
default_cache_dir = os.path.join(repo.dvc_dir, self.CACHE_DIR)
cache_dir = config.get(Config.SECTION_CACHE_DIR, default_cache_dir)
cache_type = config.get(Config.SECTION_CACHE_TYPE)
protected = config.get(Config.SECTION_CACHE_PROTECTED)
shared = config.get(Config.SECTION_CACHE_SHARED)
settings = {
Config.PRIVATE_CWD: config.get(
Config.PRIVATE_CWD, repo.dvc_dir
),
Config.SECTION_REMOTE_URL: cache_dir,
Config.SECTION_CACHE_TYPE: cache_type,
Config.SECTION_CACHE_PROTECTED: protected,
Config.SECTION_CACHE_SHARED: shared,
}
self.local = Remote(repo, **settings)
s3 = _make_remote_property(Config.SECTION_CACHE_S3)
gs = _make_remote_property(Config.SECTION_CACHE_GS)
ssh = _make_remote_property(Config.SECTION_CACHE_SSH)
hdfs = _make_remote_property(Config.SECTION_CACHE_HDFS)
azure = _make_remote_property(Config.SECTION_CACHE_AZURE)