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iterative / dvc

🦉 ML Experiments and Data Management with Git
https://dvc.org
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"Error: Failed to pull data from the cloud" when pulled data is a directory #1376

Closed guerrapin closed 5 years ago

guerrapin commented 5 years ago

When pulling data from remote storage, I execute the following command: dvc pull train.dvc

with content of the file: train.dvc

cmd: python train.py
deps:
- md5: 454410a0e96e7c268914287865e94bbc
  path: data/dataset.csv
md5: c1b4f121d34f4dbd426089bbbec26d3c
outs:
- cache: true
  md5: 9f1f44cc23e76e794f7423d4a76147a3.dir
  path: outputs/models/

Then obtain the following error:

[##############################] 100% Collecting information
[##############################] 100% outputs/models
[##############################] 100% Collecting information
(1/3): [##############################] 100% outputs/models/task_a.pkl
(2/3): [##############################] 100% outputs/models/task_b.pkl
(3/3): [##############################] 100% outputs/models/task_c.pkl
Checking out ' outputs/models' with cache '9f1f44cc23e76e794f7423d4a76147a3.dir'.
Linking directory 'outputs/models'.
Error: Failed to pull data from the cloud: stat: path should be string, bytes, os.PathLike or integer, not NoneType

It seems that it happens because of the output of train.dvc is a directory. It works fine when it's a file.

some infos: dvc==0.21.0 installed with pip macOS 10.14

efiop commented 5 years ago

Hi @guerrapin !

I receive a little bit different error, but none the less, can confirm the bug:

#!/bin/bash

set -e
set -x

rm -rf myrepo
mkdir myrepo
cd myrepo

git init
dvc init

mkdir dir
echo foo > dir/foo

dvc add dir

dvc remote add -d upstream $(mktemp -d)

dvc push

rm -rf dir
rm -rf .dvc/cache

dvc pull

Looks like something is wrong with directory linking. Looking into it right now.

efiop commented 5 years ago

Correction: the error is the same.

stvogel commented 5 years ago

Got the same error, if it helps here is the output from dvc pull -v

Debug: fetched: [(921540, '1543417823157699328', '97eaf6e4e0cc4a84934b8f1f8f331417', '1543430639580068864')]
Debug: Inode '921540', mtime '1543417823157699328', actual mtime '1543417823157699328'.
Debug: UPDATE state SET timestamp = "1543430639622790144" WHERE inode = 921540
Debug: File '/home/vsionai/projects/vsionai/tmp/data-science-example/.dvc/cache/97/eaf6e4e0cc4a84934b8f1f8f331417', md5 '97eaf6e4e0cc4a84934b8f1f8f331417', actual '97eaf6e4e0cc4a84934b8f1f8f331417'
Checking out 'data/processed' with cache 'f05c98a20a3d3e282bd36a3e9f41278f.dir'.
Linking directory 'data/processed'.
Debug: SELECT count from state_info WHERE rowid=1
Debug: fetched: [(32,)]
Debug: UPDATE state_info SET count = 32 WHERE rowid = 1
Error: Traceback (most recent call last):
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/command/data_sync.py", line 29, in do_run
    force=self.args.force)
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/project.py", line 789, in pull
    self.checkout(target=target, with_deps=with_deps, force=force)
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/project.py", line 500, in checkout
    stage.checkout(force=force)
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/stage.py", line 483, in checkout
    out.checkout(force=force)
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/output/local.py", line 69, in checkout
    force=force)
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/remote/local.py", line 329, in checkout
    if force or self._already_cached(p):
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/remote/local.py", line 349, in _already_cached
    return not self.changed_cache(current_md5)
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/remote/local.py", line 112, in changed_cache
    if self.changed_cache_file(md5):
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/remote/local.py", line 95, in changed_cache_file
    if self.state.changed(cache, md5=md5):
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/state.py", line 88, in changed
    actual = self.update(path)
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/state.py", line 323, in update
    return self._do_update(path)[0]
  File "/home/vsionai/.local/lib/python3.6/site-packages/dvc/state.py", line 274, in _do_update
    if not os.path.exists(path):
  File "/usr/lib/python3.6/genericpath.py", line 19, in exists
    os.stat(path)
TypeError: stat: path should be string, bytes, os.PathLike or integer, not NoneType

Error: Failed to pull data from the cloud: stat: path should be string, bytes, os.PathLike or integer, not NoneType

With data.dvc containing:


deps:
- md5: 3dcb1133b71ee29e89a27c952c8831e3.dir
  path: data/raw
- md5: c46da892a15ff5c9425bd3fddfee1a14
  path: src/data/split_dataset.py
md5: ded22f652f899bd36c8822c9da6747f2
outs:
- cache: true
  md5: f05c98a20a3d3e282bd36a3e9f41278f.dir
  path: data/processed```
ghost commented 5 years ago

Thanks for reporting the errors, @guerrapin, @stvogel, it was very helpful! :slightly_smiling_face:

I submitted a patch at https://github.com/iterative/dvc/pull/1378 and hope to release it today.

A work around for this could be using the --force option, just making sure your working directory is not dirty (with changes that could be overwritten or removed when the checkout happends; always be careful when using the --force).

efiop commented 5 years ago

Thanks to @mroutis for a lightning fast :zap: fix! 0.21.2 is out, please upgrade. :tada:

stvogel commented 5 years ago

I'm blown away. 0.21.2 really fixed it. Thanks a lot ... you're lighning fast! Do you guys ever sleep? :-)

guerrapin commented 5 years ago

Wow, many thanks guys for fixing this so quickly ! :) It works fine now.

bkktimber commented 5 years ago

Got the same the problem. The update fixed it and everything works perfectly. thanks 🙏🏼

imflash217 commented 4 years ago

I am having the same issue while using it with Google Drive and DVC version 1.1.7

Any resolution for this. Please

efiop commented 4 years ago

@imflash217 Please share full log. And also $ dvc version output, please :slightly_smiling_face:

imflash217 commented 4 years ago

Hi @efiop , please find below the log and version. My data directory has a folder data/doppler/*.wav with multiple wav files. I want to track all wav files in this doppler directory.

Screen Shot 2020-07-10 at 4 00 17 PM Screen Shot 2020-07-10 at 4 00 46 PM 
$ dvc version

DVC version: 1.1.7
Python version: 3.8.3
Platform: macOS-10.15.5-x86_64-i386-64bit
Binary: False
Package: brew
Supported remotes: azure, gdrive, gs, http, https, s3, ssh, oss
efiop commented 4 years ago

@guerrapin Looks like an unrelated issue. Could you please create a new issue for it so we could continue there? Please provide full error too with dvc pull -v.

imflash217 commented 4 years ago

Thanks @efiop, I will create a new issue. Btw, here is the result of dvc pull -v

❯ dvc pull -v
2020-07-15 17:14:02,013 DEBUG: '/Users/imflash217/Google Drive/MS@NCState/research@NCState/research@ejlobaton/fPCG/.dvc/tmp/updater' is outdated(
2020-07-15 17:14:02,139 DEBUG: Trying to spawn '['/usr/local/Cellar/dvc/1.1.7/libexec/bin/python3.8', '/usr/local/bin/dvc', 'daemon', '-q', 'updater']'
2020-07-15 17:14:02,141 DEBUG: Spawned '['/usr/local/Cellar/dvc/1.1.7/libexec/bin/python3.8', '/usr/local/bin/dvc', 'daemon', '-q', 'updater']'
2020-07-15 17:14:02,147 DEBUG: fetched: [(3,)]
2020-07-15 17:14:02,158 DEBUG: Assuming '/Users/imflash217/Google Drive/MS@NCState/research@NCState/research@ejlobaton/fPCG/.dvc/cache/da/984e1320d7ec524e58cb963fb97140.dir' is unchanged since it is read-only
2020-07-15 17:14:02,159 DEBUG: Assuming '/Users/imflash217/Google Drive/MS@NCState/research@NCState/research@ejlobaton/fPCG/.dvc/cache/da/984e1320d7ec524e58cb963fb97140.dir' is unchanged since it is read-only
2020-07-15 17:14:02,163 DEBUG: Preparing to download data from 'gdrive://1CIFrE2mUTFjLpIC3ZGW0gZDUg8B3iz4m'
2020-07-15 17:14:02,163 DEBUG: Preparing to collect status from gdrive://1CIFrE2mUTFjLpIC3ZGW0gZDUg8B3iz4m
2020-07-15 17:14:02,163 DEBUG: Collecting information from local cache...
2020-07-15 17:14:02,165 DEBUG: cache '/Users/imflash217/Google Drive/MS@NCState/research@NCState/research@ejlobaton/fPCG/.dvc/cache/2e/69e0192deb5acc75e9de58fd61197d' expected '2e69e0192deb5acc75e9de58fd61197d' actual 'None'
2020-07-15 17:14:02,166 DEBUG: cache '/Users/imflash217/Google Drive/MS@NCState/research@NCState/research@ejlobaton/fPCG/.dvc/cache/b6/099fbec776b7b0570cbcf758c3ec42' expected 'b6099fbec776b7b0570cbcf758c3ec42' actual 'None'
2020-07-15 17:14:02,176 DEBUG: Assuming '/Users/imflash217/Google Drive/MS@NCState/research@NCState/research@ejlobaton/fPCG/.dvc/cache/da/984e1320d7ec524e58cb963fb97140.dir' is unchanged since it is read-only
2020-07-15 17:14:02,176 DEBUG: cache '/Users/imflash217/Google Drive/MS@NCState/research@NCState/research@ejlobaton/fPCG/.dvc/cache/2e/56e6243baef4a58c986e45a51bb466' expected '2e56e6243baef4a58c986e45a51bb466' actual 'None'
2020-07-15 17:14:02,177 DEBUG: cache '/Users/imflash217/Google Drive/MS@NCState/research@NCState/research@ejlobaton/fPCG/.dvc/cache/10/66debeac6e415bdd2cf665b53c2053' expected '1066debeac6e415bdd2cf665b53c2053' actual 'None'
2020-07-15 17:14:02,177 DEBUG: cache '/Users/imflash217/Google Drive/MS@NCState/research@NCState/research@ejlobaton/fPCG/.dvc/cache/d4/1d8cd98f00b204e9800998ecf8427e' expected 'd41d8cd98f00b204e9800998ecf8427e' actual 'None'
2020-07-15 17:14:02,178 DEBUG: Collecting information from remote cache...
2020-07-15 17:14:02,178 DEBUG: Querying 1 hashes via object_exists
2020-07-15 17:14:02,510 DEBUG: GDrive remote auth with config '{'client_config_backend': 'settings', 'client_config_file': 'client_secrets.json', 'save_credentials': True, 'oauth_scope': ['https://www.googleapis.com/auth/drive', 'https://www.googleapis.com/auth/drive.appdata'], 'save_credentials_backend': 'file', 'save_credentials_file': '/Users/imflash217/Google Drive/MS@NCState/research@NCState/research@ejlobaton/fPCG/.dvc/tmp/gdrive-user-credentials.json', 'get_refresh_token': True, 'client_config': {'client_id': '710796635688-iivsgbgsb6uv1fap6635dhvuei09o66c.apps.googleusercontent.com', 'client_secret': 'a1Fz5bwhdbndhsabdh9uTSKDLJXv', 'auth_uri': 'https://accounts.google.com/o/oauth2/auth', 'token_uri': 'https://oauth2.googleapis.com/token', 'revoke_uri': 'https://oauth2.googleapis.com/revoke', 'redirect_uri': ''}}'.
2020-07-15 17:14:04,357 DEBUG: Indexing new .dir 'da984e1320d7ec524e58cb963fb97140.dir' with '5' nested files
2020-07-15 17:14:04,361 DEBUG: Downloading 'gdrive://1CIFrE2mUTFjLpIC3ZGW0gZDUg8B3iz4m/d4/1d8cd98f00b204e9800998ecf8427e' to '.dvc/cache/d4/1d8cd98f00b204e9800998ecf8427e'
2020-07-15 17:14:04,362 DEBUG: Downloading 'gdrive://1CIFrE2mUTFjLpIC3ZGW0gZDUg8B3iz4m/2e/69e0192deb5acc75e9de58fd61197d' to '.dvc/cache/2e/69e0192deb5acc75e9de58fd61197d'
2020-07-15 17:14:04,363 DEBUG: Downloading 'gdrive://1CIFrE2mUTFjLpIC3ZGW0gZDUg8B3iz4m/b6/099fbec776b7b0570cbcf758c3ec42' to '.dvc/cache/b6/099fbec776b7b0570cbcf758c3ec42'
2020-07-15 17:14:04,368 DEBUG: Downloading 'gdrive://1CIFrE2mUTFjLpIC3ZGW0gZDUg8B3iz4m/10/66debeac6e415bdd2cf665b53c2053' to '.dvc/cache/10/66debeac6e415bdd2cf665b53c2053'
2020-07-15 17:14:04,368 DEBUG: Downloading 'gdrive://1CIFrE2mUTFjLpIC3ZGW0gZDUg8B3iz4m/2e/56e6243baef4a58c986e45a51bb466' to '.dvc/cache/2e/56e6243baef4a58c986e45a51bb466'
2020-07-15 17:14:05,163 ERROR: failed to download 'gdrive://1CIFrE2mUTFjLpIC3ZGW0gZDUg8B3iz4m/d4/1d8cd98f00b204e9800998ecf8427e' to '.dvc/cache/d4/1d8cd98f00b204e9800998ecf8427e' - <HttpError 416 when requesting https://www.googleapis.com/drive/v2/files/137HimUcCkoFRJMIVDkkfOJAZ8lHIEHhI?alt=media returned "Request range not satisfiable">
------------------------------------------------------------
Traceback (most recent call last):
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/pydrive2/files.py", line 339, in GetContentFile
    download(fd, files.get_media(fileId=file_id))
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/pydrive2/files.py", line 329, in download
    status, done = downloader.next_chunk()
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/googleapiclient/_helpers.py", line 134, in positional_wrapper
    return wrapped(*args, **kwargs)
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/googleapiclient/http.py", line 749, in next_chunk
    raise HttpError(resp, content, uri=self._uri)
googleapiclient.errors.HttpError: <HttpError 416 when requesting https://www.googleapis.com/drive/v2/files/137HimUcCkoFRJMIVDkkfOJAZ8lHIEHhI?alt=media returned "Request range not satisfiable">

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/dvc/remote/local.py", line 328, in wrapper
    func(from_info, to_info, *args, **kwargs)
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/dvc/remote/base.py", line 460, in download
    return self._download_file(
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/dvc/remote/base.py", line 518, in _download_file
    self._download(  # noqa, pylint: disable=no-member
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/dvc/remote/gdrive.py", line 582, in _download
    self._gdrive_download_file(item_id, to_file, name, no_progress_bar)
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/funcy/decorators.py", line 39, in wrapper
    return deco(call, *dargs, **dkwargs)
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/funcy/flow.py", line 122, in retry
    return call()
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/funcy/decorators.py", line 60, in __call__
    return self._func(*self._args, **self._kwargs)
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/dvc/remote/gdrive.py", line 392, in _gdrive_download_file
    gdrive_file.GetContentFile(to_file, callback=pbar.update_to)
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/pydrive2/auth.py", line 84, in _decorated
    return decoratee(self, *args, **kwargs)
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/pydrive2/files.py", line 346, in GetContentFile
    raise exc
pydrive2.files.ApiRequestError: <HttpError 416 when requesting https://www.googleapis.com/drive/v2/files/137HimUcCkoFRJMIVDkkfOJAZ8lHIEHhI?alt=media returned "Request range not satisfiable">
------------------------------------------------------------
2020-07-15 17:14:08,867 DEBUG: fetched: [(101,)]
Everything is up to date.
2020-07-15 17:14:08,869 ERROR: failed to pull data from the cloud - 1 files failed to download
------------------------------------------------------------
Traceback (most recent call last):
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/dvc/command/data_sync.py", line 26, in run
    stats = self.repo.pull(
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/dvc/repo/__init__.py", line 36, in wrapper
    ret = f(repo, *args, **kwargs)
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/dvc/repo/pull.py", line 25, in pull
    processed_files_count = self._fetch(  # pylint: disable=protected-access
  File "/usr/local/Cellar/dvc/1.1.7/libexec/lib/python3.8/site-packages/dvc/repo/fetch.py", line 73, in _fetch
    raise DownloadError(failed)
dvc.exceptions.DownloadError: 1 files failed to download
------------------------------------------------------------

Having any troubles? Hit us up at https://dvc.org/support, we are always happy to help!

Is it possibly due to dvc remote being set to google-drive folder? I am experiencing this in gdrive cases only.

efiop commented 4 years ago

@imflash217 yes, clearly you are using gdrive remote. Is it unexpected?

imflash217 commented 4 years ago

@imflash217 yes, clearly you are using gdrive remote. Is it unexpected?

No. I have setup gdrive as remote intentionally.

imflash217 commented 4 years ago

@efiop , Seems like the issue might be because unintentionally my Mac system create an empty file called Icon and DVC was tracking that but gdrive failed to track it as it was empty & hence during dvc pull DVC could not pull the Icon file as it was not in my gdrive remote. Let me test this and see if I am correct.

we-taper commented 4 years ago

Similar issue happened to me while dvc pull could not download an empty file pushed previously from another machine. I could confirm that the requested file d4/1d8cd98f00b204e9800998ecf8427e exists in GDrive but is of size 0.

dvc version:

╰─± dvc version
DVC version: 1.2.0
Python version: 3.6.10
Platform: Linux-4.18.0-25-generic-x86_64-with-debian-buster-sid
Binary: False
Package: pip
Supported remotes: azure, gdrive, gs, hdfs, http, https, s3, ssh, oss
Cache: reflink - not supported, hardlink - supported, symlink - supported
Repo: dvc, git

dvc pull -v:

2020-07-26 16:43:19,259 ERROR: failed to download 'gdrive://1GH3MnX_s1TerZvTUYXCfkpMeULk00RNt/d4/1d8cd98f00b204e9800998ecf8427e' to '.dvc/cache/d4/1d8cd98f00b204e9800998ecf8427e' - <HttpError 416 when requesting https://www.googleapis.com/drive/v2/files/1wB601uNCV7fYmXFULr4dUpTUSDh4l47A?alt=media returned "Request range not satisfiable">
------------------------------------------------------------
Traceback (most recent call last):
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/pydrive2/files.py", line 339, in GetContentFile
    download(fd, files.get_media(fileId=file_id))
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/pydrive2/files.py", line 329, in download
    status, done = downloader.next_chunk()
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/googleapiclient/_helpers.py", line 134, in positional_wrapper
    return wrapped(*args, **kwargs)
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/googleapiclient/http.py", line 749, in next_chunk
    raise HttpError(resp, content, uri=self._uri)
googleapiclient.errors.HttpError: <HttpError 416 when requesting https://www.googleapis.com/drive/v2/files/1wB601uNCV7fYmXFULr4dUpTUSDh4l47A?alt=media returned "Request range not satisfiable">

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/dvc/cache/local.py", line 30, in wrapper
    func(from_info, to_info, *args, **kwargs)
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/dvc/tree/base.py", line 430, in download
    from_info, to_info, name, no_progress_bar, file_mode, dir_mode
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/dvc/tree/base.py", line 488, in _download_file
    from_info, tmp_file, name=name, no_progress_bar=no_progress_bar
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/dvc/tree/gdrive.py", line 581, in _download
    self._gdrive_download_file(item_id, to_file, name, no_progress_bar)
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/funcy/decorators.py", line 39, in wrapper
    return deco(call, *dargs, **dkwargs)
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/funcy/flow.py", line 122, in retry
    return call()
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/funcy/decorators.py", line 60, in __call__
    return self._func(*self._args, **self._kwargs)
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/dvc/tree/gdrive.py", line 391, in _gdrive_download_file
    gdrive_file.GetContentFile(to_file, callback=pbar.update_to)
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/pydrive2/auth.py", line 84, in _decorated
    return decoratee(self, *args, **kwargs)
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/pydrive2/files.py", line 346, in GetContentFile
    raise exc
pydrive2.files.ApiRequestError: <HttpError 416 when requesting https://www.googleapis.com/drive/v2/files/1wB601uNCV7fYmXFULr4dUpTUSDh4l47A?alt=media returned "Request range not satisfiable">
------------------------------------------------------------
2020-07-26 16:43:19,263 DEBUG: fetched: [(226,)]
Everything is up to date.
2020-07-26 16:43:19,264 ERROR: failed to pull data from the cloud - 1 files failed to download
------------------------------------------------------------
Traceback (most recent call last):
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/dvc/command/data_sync.py", line 36, in run
    run_cache=self.args.run_cache,
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/dvc/repo/__init__.py", line 34, in wrapper
    ret = f(repo, *args, **kwargs)
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/dvc/repo/pull.py", line 34, in pull
    run_cache=run_cache,
  File "/home/user/.local/pipx/venvs/dvc/lib/python3.6/site-packages/dvc/repo/fetch.py", line 73, in _fetch
    raise DownloadError(failed)
dvc.exceptions.DownloadError: 1 files failed to download
------------------------------------------------------------

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efiop commented 4 years ago

@imflash217 @we-taper Created https://github.com/iterative/dvc/issues/4286 . Let's move the discussion there. Thanks for the feedback!