Labels came from a fixed table matched by subset, so Storage (no bits) matched any level the table lacked, and a level was named after the first entry it contained: the server's Brain/MINDS 2.0 folders (0x10000) showed as Storage and 0x10104 as CBS or PW Open. Labels are now composed from the bits. Projects (bit 16 and up) take the names the server reports to their members through users/current/, and otherwise Project<n>; restrict slot 1 is CBS and any other Restrict<n>. A level with no meaning is shown as Unknown (0x...). chacl reads keys built the same way, refuses public and storage before any request, and lists the user's projects with their keys when given an invalid level.
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mdrs-client-python
The mdrs-client-python is python library and a command-line client for up- and downloading files to and from MDRS based repository.
Installation (Production)
It is recommended to use a virtual environment (venv) to keep your Python environment isolated.
Option 1: Using standard venv + pip
python3 -m venv .venv
source .venv/bin/activate # On Windows: .venv\Scripts\activate
pip install .
Option 2: Using uv
uv venv
source .venv/bin/activate # On Windows: .venv\Scripts\activate
uv pip install .
Development Setup
To set up a local development environment with development tools (testing, formatting, linting):
Option 1: Using standard venv + pip
python3 -m venv .venv
source .venv/bin/activate # On Windows: .venv\Scripts\activate
pip install -e ".[dev]"
Option 2: Using uv (Recommended for developers)
uv sync
Configuration
The following environment variables can be set, either in the shell or via a .env file placed in the working directory.
| Variable | Default | Description |
|---|---|---|
MDRS_CLIENT_CONFIG_DIRNAME |
~/.mdrs-client |
Directory where config and login cache files are stored |
MDRS_CLIENT_CONCURRENT |
10 |
Number of concurrent file transfers for upload and download |
CLI Usage
config create
Create remote host configuration
mdrs config create neurodata https://neurodata.riken.jp/api
config update
Update the URL of a registered remote host.
mdrs config update neurodata https://neurodata.riken.jp/api
config list
List registered remote hosts.
mdrs config list
mdrs config ls
config delete
Remove a registered remote host.
mdrs config delete neurodata
mdrs config rm neurodata
login
Login to remote host
mdrs login neurodata:
Username: (enter your login name)
Password: (enter your password)
mdrs login -u USERNAME -p PASSWORD neurodata:
logout
Logout from remote host
mdrs logout neurodata:
whoami
Print current user name
mdrs whoami neurodata:
labs
List all laboratories
mdrs labs neurodata:
ls
List the folder contents. You can also specify a DOI path in the form remote:10.xxxx/yyy.ID[/optional/subpath].
mdrs ls neurodata:/NIU/Repository/
mdrs ls -p SHARING_PASSWORD neurodata:/NIU/Repository/PW_Open/
mdrs ls -r neurodata:/NIU/Repository/Dataset1/
mdrs ls -J -r neurodata:/NIU/Repository/Dataset1/
# DOI access examples:
mdrs ls neurodata:10.60178/cbs.20260429-001
mdrs ls "neurodata:10.60178/cbs.20260429-001/Figure 1"
mkdir
Create a new folder
mdrs mkdir neurodata:/NIU/Repository/TEST
upload
Upload the file or directory
mdrs upload ./sample.dat neurodata:/NIU/Repository/TEST/
mdrs upload -r ./dataset neurodata:/NIU/Repository/TEST/
mdrs upload -r --skip-if-exists ./dataset neurodata:/NIU/Repository/TEST/
download
Download the file or folder. You can also specify a DOI path.
mdrs download neurodata:/NIU/Repository/TEST/sample.dat ./
mdrs download -r neurodata:/NIU/Repository/TEST/dataset/ ./
mdrs download -p SHARING_PASSWORD neurodata:/NIU/Repository/PW_Open/Readme.dat ./
mdrs download -r --exclude /NIU/Repository/TEST/dataset/skip neurodata:/NIU/Repository/TEST/dataset/ ./
mdrs download -r --skip-if-exists neurodata:/NIU/Repository/TEST/dataset/ ./
# DOI access examples:
mdrs download neurodata:10.60178/cbs.20260429-001/README_NeuroData.md ./
mdrs download -r "neurodata:10.60178/cbs.20260429-001/Figure 1" ./
mv
Move or rename the file or folder
mdrs mv neurodata:/NIU/Repository/TEST/sample.dat neurodata:/NIU/Repository/TEST2/sample2.dat
mdrs mv neurodata:/NIU/Repository/TEST/dataset neurodata:/NIU/Repository/TEST2/
cp
Copy the file and folder
mdrs cp neurodata:/NIU/Repository/TEST/sample.dat neurodata:/NIU/Repository/TEST2/sample2.dat
mdrs cp -r neurodata:/NIU/Repository/TEST/dataset neurodata:/NIU/Repository/TEST2/
rm
Remove the file or folder
mdrs rm neurodata:/NIU/Repository/TEST/sample.dat
mdrs rm -r neurodata:/NIU/Repository/TEST/dataset
chacl
Change the folder access level. The level is private, pw_open, cbs_open, project<n>_open, or several open levels joined by _or_. <n> is the project's bit position; an invalid level lists the projects you belong to with their keys.
mdrs chacl private neurodata:/NIU/Repository/Private
mdrs chacl cbs_open -r neurodata:/NIU/Repository/CBS_Open
mdrs chacl pw_open -r -p SHARING_PASSWORD neurodata:/NIU/Repository/PW_Open
mdrs chacl cbs_or_pw_open -p SHARING_PASSWORD neurodata:/NIU/Repository/CBS_or_PW_Open
mdrs chacl project0_open neurodata:/NIU/Repository/Project_Open
metadata
Get a folder metadata. You can also specify a DOI path.
mdrs metadata neurodata:/NIU/Repository/TEST/
mdrs metadata -p SHARING_PASSWORD neurodata:/NIU/Repository/PW_Open/
# DOI access examples:
mdrs metadata neurodata:10.60178/cbs.20260429-001
file-metadata
Get the file metadata. You can also specify a DOI path.
mdrs file-metadata neurodata:/NIU/Repository/TEST/dataset/sample.dat
mdrs file-metadata -p SHARING_PASSWORD neurodata:/NIU/Repository/PW_Open/Readme.txt
# DOI access examples:
mdrs file-metadata "neurodata:10.60178/cbs.20260429-001/Figure 1/Figure1v3.pdf"
version
Show the tool name and version number
mdrs version
help
Show the help message and exit
mdrs -h
Python API Usage
You can also use this package as a Python library to programmatically interact with MDRS repositories.
from mdrsclient.client import MdrsClient
from mdrsclient.cache import InMemoryCache
from mdrsclient.config import InMemoryConfig
# 1. Setup in-memory configuration and cache to avoid local state files (e.g., config.ini, cache/*.json)
config = InMemoryConfig("neurodata")
config.url = "https://neurodata.riken.jp/api"
cache = InMemoryCache()
# 2. Initialize client with custom configuration and cache
client = MdrsClient.from_remote("neurodata", cache=cache, config=config)
# 3. Login to the remote server
client.login("username", "password")
# 4. Use service methods
labs = client.get_laboratories()
metadata = client.metadata("neurodata:/NIU/Repository/")
# Transfer files programmatically
client.upload("/path/to/local/data", "neurodata:/NIU/Repository/TEST/", is_recursive=True)
client.download("neurodata:/NIU/Repository/TEST/data", "/path/to/local", is_recursive=True)
Testing
You can run the unit test suite using the standard library unittest discover runner:
.venv/bin/python -m unittest discover tests
Changelog
See CHANGELOG.md for the full change history.