Files
dvc/dvc/output/base.py
T
Alexander Schepanovski 78fad73f2b perf: switch schema validation library
voluptuous is compiling schema to python function, which makes it
faster.
2019-11-14 22:33:28 +01:00

428 lines
12 KiB
Python

from __future__ import unicode_literals
import logging
from copy import copy
from voluptuous import Any
import dvc.prompt as prompt
from dvc.cache import NamedCache
from dvc.exceptions import CollectCacheError
from dvc.exceptions import DvcException
from dvc.remote.base import RemoteBASE
from dvc.utils.compat import str
from dvc.utils.compat import urlparse
logger = logging.getLogger(__name__)
class OutputDoesNotExistError(DvcException):
def __init__(self, path):
msg = "output '{}' does not exist".format(path)
super(OutputDoesNotExistError, self).__init__(msg)
class OutputIsNotFileOrDirError(DvcException):
def __init__(self, path):
msg = "output '{}' is not a file or directory".format(path)
super(OutputIsNotFileOrDirError, self).__init__(msg)
class OutputAlreadyTrackedError(DvcException):
def __init__(self, path):
msg = "output '{}' is already tracked by scm (e.g. git)".format(path)
super(OutputAlreadyTrackedError, self).__init__(msg)
class OutputIsStageFileError(DvcException):
def __init__(self, path):
super(OutputIsStageFileError, self).__init__(
"Stage file '{}' cannot be an output.".format(path)
)
class OutputBase(object):
IS_DEPENDENCY = False
REMOTE = RemoteBASE
PARAM_PATH = "path"
PARAM_CACHE = "cache"
PARAM_METRIC = "metric"
PARAM_METRIC_TYPE = "type"
PARAM_METRIC_XPATH = "xpath"
PARAM_PERSIST = "persist"
METRIC_SCHEMA = Any(
None,
bool,
{
PARAM_METRIC_TYPE: Any(str, None),
PARAM_METRIC_XPATH: Any(str, None),
},
)
PARAM_TAGS = "tags"
DoesNotExistError = OutputDoesNotExistError
IsNotFileOrDirError = OutputIsNotFileOrDirError
IsStageFileError = OutputIsStageFileError
sep = "/"
def __init__(
self,
stage,
path,
info=None,
remote=None,
cache=True,
metric=False,
persist=False,
tags=None,
):
self._validate_output_path(path)
# This output (and dependency) objects have too many paths/urls
# here is a list and comments:
#
# .def_path - path from definition in stage file
# .path_info - PathInfo/URLInfo structured resolved path
# .fspath - local only, resolved
# .__str__ - for presentation purposes, def_path/relpath
#
# By resolved path, which contains actual location,
# should be absolute and don't contain remote:// refs.
self.stage = stage
self.repo = stage.repo if stage else None
self.def_path = path
self.info = info
self.remote = remote or self.REMOTE(self.repo, {})
self.use_cache = False if self.IS_DEPENDENCY else cache
self.metric = False if self.IS_DEPENDENCY else metric
self.persist = persist
self.tags = None if self.IS_DEPENDENCY else (tags or {})
if self.use_cache and self.cache is None:
raise DvcException(
"no cache location setup for '{}' outputs.".format(
self.REMOTE.scheme
)
)
self.path_info = self._parse_path(remote, path)
def _parse_path(self, remote, path):
if remote:
parsed = urlparse(path)
return remote.path_info / parsed.path.lstrip("/")
return self.REMOTE.path_cls(path)
def __repr__(self):
return "{class_name}: '{def_path}'".format(
class_name=type(self).__name__, def_path=self.def_path
)
def __str__(self):
return self.def_path
@property
def scheme(self):
return self.REMOTE.scheme
@property
def is_in_repo(self):
return False
@property
def use_scm_ignore(self):
if not self.is_in_repo:
return False
return self.use_cache or self.stage.is_repo_import
@property
def cache(self):
return getattr(self.repo.cache, self.scheme)
@property
def dir_cache(self):
return self.cache.get_dir_cache(self.checksum)
@classmethod
def supported(cls, url):
return cls.REMOTE.supported(url)
@property
def cache_path(self):
return self.cache.checksum_to_path_info(self.checksum).url
@property
def checksum(self):
return self.info.get(self.remote.PARAM_CHECKSUM)
@property
def is_dir_checksum(self):
return self.remote.is_dir_checksum(self.checksum)
@property
def exists(self):
return self.remote.exists(self.path_info)
def changed_checksum(self):
return (
self.checksum
!= self.remote.save_info(self.path_info)[
self.remote.PARAM_CHECKSUM
]
)
def changed_cache(self):
if not self.use_cache or not self.checksum:
return True
return self.cache.changed_cache(self.checksum)
def status(self):
if self.checksum and self.use_cache and self.changed_cache():
return {str(self): "not in cache"}
if not self.exists:
return {str(self): "deleted"}
if self.changed_checksum():
return {str(self): "modified"}
if not self.checksum:
return {str(self): "new"}
return {}
def changed(self):
status = self.status()
logger.debug(str(status))
return bool(status)
@property
def is_empty(self):
return self.remote.is_empty(self.path_info)
def isdir(self):
return self.remote.isdir(self.path_info)
def isfile(self):
return self.remote.isfile(self.path_info)
def save(self):
if not self.exists:
raise self.DoesNotExistError(self)
if not self.isfile and not self.isdir:
raise self.IsNotFileOrDirError(self)
if self.is_empty:
logger.warning("'{}' is empty.".format(self))
if self.use_scm_ignore:
if self.repo.scm.is_tracked(self.fspath):
raise OutputAlreadyTrackedError(self)
self.repo.scm.ignore(self.fspath)
if not self.use_cache:
self.info = self.remote.save_info(self.path_info)
if self.metric:
self.verify_metric()
if not self.IS_DEPENDENCY:
logger.info(
"Output '{}' doesn't use cache. Skipping saving.".format(
self
)
)
return
assert not self.IS_DEPENDENCY
if not self.changed():
logger.info(
"Output '{}' didn't change. Skipping saving.".format(self)
)
return
self.info = self.remote.save_info(self.path_info)
def commit(self):
if self.use_cache:
self.cache.save(self.path_info, self.info)
def dumpd(self):
ret = copy(self.info)
ret[self.PARAM_PATH] = self.def_path
if self.IS_DEPENDENCY:
return ret
ret[self.PARAM_CACHE] = self.use_cache
if isinstance(self.metric, dict):
if (
self.PARAM_METRIC_XPATH in self.metric
and not self.metric[self.PARAM_METRIC_XPATH]
):
del self.metric[self.PARAM_METRIC_XPATH]
ret[self.PARAM_METRIC] = self.metric
ret[self.PARAM_PERSIST] = self.persist
if self.tags:
ret[self.PARAM_TAGS] = self.tags
return ret
def verify_metric(self):
raise DvcException(
"verify metric is not supported for {}".format(self.scheme)
)
def download(self, to):
self.remote.download(self.path_info, to.path_info)
def checkout(self, force=False, progress_callback=None, tag=None):
if not self.use_cache:
if progress_callback:
progress_callback(str(self.path_info), self.get_files_number())
return None
if tag:
info = self.tags[tag]
else:
info = self.info
return self.cache.checkout(
self.path_info,
info,
force=force,
progress_callback=progress_callback,
)
def remove(self, ignore_remove=False):
self.remote.remove(self.path_info)
if self.scheme != "local":
return
if ignore_remove and self.use_scm_ignore:
self.repo.scm.ignore_remove(self.fspath)
def move(self, out):
if self.scheme == "local" and self.use_scm_ignore:
self.repo.scm.ignore_remove(self.fspath)
self.remote.move(self.path_info, out.path_info)
self.def_path = out.def_path
self.path_info = out.path_info
self.save()
self.commit()
if self.scheme == "local" and self.use_scm_ignore:
self.repo.scm.ignore(self.fspath)
def get_files_number(self):
if not self.use_cache:
return 0
return self.cache.get_files_number(self.checksum)
def unprotect(self):
if self.exists:
self.remote.unprotect(self.path_info)
def _collect_used_dir_cache(self, remote=None, force=False, jobs=None):
"""Get a list of `info`s related to the given directory.
- Pull the directory entry from the remote cache if it was changed.
Example:
Given the following commands:
$ echo "foo" > directory/foo
$ echo "bar" > directory/bar
$ dvc add directory
It will return a NamedCache like:
nc = NamedCache()
nc.add(self.scheme, 'c157a79031e1', 'directory/foo')
nc.add(self.scheme, 'd3b07384d113', 'directory/bar')
"""
cache = NamedCache()
if self.cache.changed_cache_file(self.checksum):
try:
self.repo.cloud.pull(
NamedCache.make("local", self.checksum, str(self)),
jobs=jobs,
remote=remote,
show_checksums=False,
)
except DvcException:
logger.debug("failed to pull cache for '{}'".format(self))
if self.cache.changed_cache_file(self.checksum):
msg = (
"Missing cache for directory '{}'. "
"Cache for files inside will be lost. "
"Would you like to continue? Use '-f' to force."
)
if not force and not prompt.confirm(msg.format(self.path_info)):
raise CollectCacheError(
"unable to fully collect used cache"
" without cache for directory '{}'".format(self)
)
else:
return cache
for entry in self.dir_cache:
checksum = entry[self.remote.PARAM_CHECKSUM]
path_info = self.path_info / entry[self.remote.PARAM_RELPATH]
cache.add(self.scheme, checksum, str(path_info))
return cache
def get_used_cache(self, **kwargs):
"""Get a dumpd of the given `out`, with an entry including the branch.
The `used_cache` of an output is no more than its `info`.
In case that the given output is a directory, it will also
include the `info` of its files.
"""
if not self.use_cache:
return NamedCache()
if not self.info:
logger.warning(
"Output '{}'({}) is missing version info. Cache for it will "
"not be collected. Use dvc repro to get your pipeline up to "
"date.".format(self, self.stage)
)
return NamedCache()
ret = NamedCache.make(self.scheme, self.checksum, str(self))
if not self.is_dir_checksum:
return ret
ret.update(self._collect_used_dir_cache(**kwargs))
return ret
@classmethod
def _validate_output_path(cls, path):
from dvc.stage import Stage
if Stage.is_valid_filename(path):
raise cls.IsStageFileError(path)