Files
dvc/dvc/output/__init__.py
T
Casper da Costa-Luis 2bb7257a06 lint: isort pre-commit & misc improvements (#3749)
* test: clean flake8 config root clutter

* test: pre-commit: add isort

Compatible with black (see https://github.com/timothycrosley/isort/issues/694)

* lint: reorder imports

* lint: more complex imports

* lint: fix deepsource

* config: isort: add first party dvc

* tests: restyled: add isort

* temp commit to revert before merge

* Revert "temp commit to revert before merge"

This reverts commit 11db0fd8e95fe891597cbb9bf804480909b19e24.
2020-05-06 23:56:07 +03:00

126 lines
3.1 KiB
Python

from urllib.parse import urlparse
from voluptuous import And, Any, Coerce, Length, Lower, Required, SetTo
from dvc.output.base import BaseOutput
from dvc.output.gs import GSOutput
from dvc.output.hdfs import HDFSOutput
from dvc.output.local import LocalOutput
from dvc.output.s3 import S3Output
from dvc.output.ssh import SSHOutput
from dvc.remote import Remote
from dvc.remote.hdfs import HDFSRemote
from dvc.remote.local import LocalRemote
from dvc.remote.s3 import S3Remote
from dvc.scheme import Schemes
OUTS = [
HDFSOutput,
S3Output,
GSOutput,
SSHOutput,
# NOTE: LocalOutput is the default choice
]
OUTS_MAP = {
Schemes.HDFS: HDFSOutput,
Schemes.S3: S3Output,
Schemes.GS: GSOutput,
Schemes.SSH: SSHOutput,
Schemes.LOCAL: LocalOutput,
}
CHECKSUM_SCHEMA = Any(
None,
And(str, Length(max=0), SetTo(None)),
And(Any(str, And(int, Coerce(str))), Length(min=3), Lower),
)
# NOTE: currently there are only 3 possible checksum names:
#
# 1) md5 (LOCAL, SSH, GS);
# 2) etag (S3);
# 3) checksum (HDFS);
#
# so when a few types of outputs share the same name, we only need
# specify it once.
CHECKSUMS_SCHEMA = {
LocalRemote.PARAM_CHECKSUM: CHECKSUM_SCHEMA,
S3Remote.PARAM_CHECKSUM: CHECKSUM_SCHEMA,
HDFSRemote.PARAM_CHECKSUM: CHECKSUM_SCHEMA,
}
SCHEMA = CHECKSUMS_SCHEMA.copy()
SCHEMA[Required(BaseOutput.PARAM_PATH)] = str
SCHEMA[BaseOutput.PARAM_CACHE] = bool
SCHEMA[BaseOutput.PARAM_METRIC] = BaseOutput.METRIC_SCHEMA
SCHEMA[BaseOutput.PARAM_PERSIST] = bool
def _get(stage, p, info, cache, metric, persist=False):
parsed = urlparse(p)
if parsed.scheme == "remote":
remote = Remote(stage.repo, name=parsed.netloc)
return OUTS_MAP[remote.scheme](
stage,
p,
info,
cache=cache,
remote=remote,
metric=metric,
persist=persist,
)
for o in OUTS:
if o.supported(p):
return o(
stage,
p,
info,
cache=cache,
remote=None,
metric=metric,
persist=persist,
)
return LocalOutput(
stage,
p,
info,
cache=cache,
remote=None,
metric=metric,
persist=persist,
)
def loadd_from(stage, d_list):
ret = []
for d in d_list:
p = d.pop(BaseOutput.PARAM_PATH)
cache = d.pop(BaseOutput.PARAM_CACHE, True)
metric = d.pop(BaseOutput.PARAM_METRIC, False)
persist = d.pop(BaseOutput.PARAM_PERSIST, False)
ret.append(
_get(
stage, p, info=d, cache=cache, metric=metric, persist=persist,
)
)
return ret
def loads_from(stage, s_list, use_cache=True, metric=False, persist=False):
ret = []
for s in s_list:
ret.append(
_get(
stage,
s,
info={},
cache=use_cache,
metric=metric,
persist=persist,
)
)
return ret