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name: Sphinx build | ||
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on: | ||
push: | ||
branches: [ "main", "development" ] | ||
pull_request: | ||
branches: [ "main" ] | ||
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jobs: | ||
build: | ||
runs-on: ubuntu-latest | ||
steps: | ||
# Checkout and build the docs with sphinx | ||
- uses: actions/checkout@v2 | ||
- name: Build HTML | ||
uses: ammaraskar/sphinx-action@master | ||
with: | ||
docs-folder: "docs/user_guide" | ||
# pre-build-command: "mkdir /tmp/sphinx-log" | ||
- name: Upload artifacts | ||
uses: actions/upload-artifact@v1 | ||
with: | ||
name: html-docs | ||
path: docs/user_guide/build/html/ | ||
# Deploys to the gh-pages branch if the commit was made to main, the | ||
# gh-pages then takes over serving the html | ||
- name: Deploy | ||
uses: peaceiris/actions-gh-pages@v3 | ||
if: github.ref == 'refs/heads/main' | ||
with: | ||
github_token: ${{ secrets.GITHUB_TOKEN }} | ||
publish_dir: docs/build/html |
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*egg-info | ||
.venv/ | ||
tests/test_dir* | ||
build/ | ||
**/.DS_Store | ||
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build/ | ||
docs/user_guide/build/ |
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<!DOCTYPE html> | ||
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<html lang="en"> | ||
<head> | ||
<meta http-equiv="Refresh" content="0; url='user_guide/build/html/index.html'" /> | ||
</head> | ||
</html> |
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Sphinx==7.2.6 | ||
sphinx-click==5.1.0 | ||
sphinx-rtd-theme==2.0.0 | ||
-r ../../requirements.txt |
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.. _catalog_organisation: | ||
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Catalog Organisation | ||
==================== | ||
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When a user PUTs files to the NLDS, the files are recorded in a catalog on | ||
behalf of the user. The user can then list which files they have in the catalog | ||
and also search for files based on a regular expression. Additionally, users | ||
can associate a label and tags, in the form of *key:value* pairs with a file or | ||
collection of files. | ||
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*Figure 1* shows a simplified version of the structure of the catalog, with just | ||
the information relevant to the user remaining. | ||
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.. figure:: ./simple_catalog.png | ||
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Figure 1: Simplified view of the NLDS data-catalog | ||
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The terms in figure 1 are explained below: | ||
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#. :ref:`Holdings<holding>` | ||
#. :ref:`Transactions<transaction>` | ||
#. :ref:`Tags<tags>` | ||
#. :ref:`File<file>` | ||
#. :ref:`Location<location>` | ||
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.. _holding: | ||
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Holdings | ||
-------- | ||
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**Holdings** are collections of files, that the user has chosen to collect | ||
together and assign a label to the collection. A reason to collect files in a | ||
holding might be that they are from the same experiment, or climate model run, | ||
or measuring campaign. Users can give the holding a **label**, but if they do | ||
not then a seemingly random **label** will be assigned to the holding. This is | ||
actually the id of the first **transaction** that created the holding. Users | ||
can change the **label** that a holding has at any time. | ||
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**Holdings** are created when a user PUTs a file into the NLDS, using either the | ||
``nlds put`` or ``nlds putlist`` command. These commands take a **label** | ||
argument with the ``-l`` or ``--label`` option. The first time a user PUTs a | ||
file, or list of files, into a **holding**, the **holding** will be created. | ||
If a **label** is specified then the **holding** will be assigned that **label**. | ||
If a **label** is not specified then the seemingly random **label** will be | ||
assigned. | ||
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After this, if a user PUTs a file into the NLDS and specifies a **label** for a | ||
**holding** that already exists, then the file will be added to that **holding**. | ||
If the **holding** with the specified **label** does not exist then the file | ||
will be added to a new **holding**. This leads to the behaviour that, if a | ||
**label** is not specified when PUTting a file (or list of files) into the NLDS, | ||
a new **holding** will be created for each file (or list of files). | ||
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Reading this, you may ask the question "What happens if I add a file that | ||
already exists in the NLDS?". This is a good question, and a number of rules | ||
cover it: | ||
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1. The ``original_path`` of a file must be unique within a **holding**. An | ||
error is given if a user PUTs a file into a **holding** that already exists and | ||
the file with ``original_path`` already exists in the **holding**. | ||
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2. The ``original_path`` does not have to be unique across **holdings**. | ||
Multiple files with the same ``original_path`` can exist in the NLDS, providing | ||
that they belong to different **holdings**, with different **labels**. | ||
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3. Users can GET files without specifying which **holding** to get them from, | ||
i.e. the ``-l`` or ``--label`` option is not given when ``nlds get`` or ``nlds | ||
getlist`` commands are invoked. In this case, the newest file is returned. | ||
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Organising the catalog in this way means that users can use the NLDS as an | ||
iterative backup solution, by PUTting files into differently labelled | ||
**holdings** at different times. GETting the files will returned the latest | ||
files, while leaving the older files still accessible by specifying the | ||
**holding** **label**. | ||
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.. _transaction: | ||
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Transactions | ||
------------ | ||
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**Transactions** record the user's action when PUTting a file into the NLDS. | ||
As alluded to above, in the :ref:`_holding` section, each **holding** can contain | ||
numerous **transactions**. A **transaction** is created every time a user PUTs | ||
a single file, or list of files, into the NLDS. This **transaction** is assigned | ||
to a holding based on the **label** supplied by the user. If a **label** is | ||
specified for a number of PUT actions, then the **holding** with that label will | ||
contain all the **transactions** arising from the PUT actions. | ||
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A **transaction** contains very little information itself, but its place in the | ||
catalog hierarchy is important. As can be seen in figure 2, it contains a list | ||
of **files** and it belongs to a **holding**. This is the mapping that allows | ||
users to add files to **holdings** iteratively and at different times. For | ||
example, a user may PUT the files ``file_1``, ``file_2`` and ``file_3`` into the | ||
**holding** with ``backup_1`` **label** on the 23rd Dec 2023. The user may then | ||
PUT ``file_4``, ``file_5`` and ``file_6`` into the same **holding** on the 4th | ||
Jan 2024, by specifying the label ``backup_1``. This will have the effect of | ||
creating two **transactions** - one containing ``file_1``, ``file_2`` and ``file_3`` | ||
and the other containing ``file_4``, ``file_5`` and ``file_6``, with the | ||
``backup_1`` **holding** containing both **transactions**. Therefore, all **files** | ||
(``file_1`` through to ``file_6``) are associated with the ``backup_1`` | ||
**holding** at particular ``ingest_times``. | ||
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If, at a later time, the user puts ``file_1`` to ``file_6`` into | ||
another **holding** with a **label** of ``backup_2`` then another | ||
**transaction** will be created with a later ``ingest_time`` and the **files** | ||
will be associated with the **transaction** and the ``backup_2`` **holding**. | ||
The **files** may have changed in the interim and, therefore, the **files** | ||
with the same filenames may be different in ``backup_2`` than they are in | ||
``backup_1``. This is the mechanism by which NLDS allows users to perform | ||
iterative backups and how users can get the latest files, via the ``ingest_time``. | ||
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.. _tags: | ||
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Tags | ||
---- | ||
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NLDS allows the user to associate **tags** with a **holding**, in a | ||
``key:value`` format. For example, a series of **holding** could have **tags** | ||
with the ``key`` as ``experiment`` and ``value`` as the experiment name or | ||
number. | ||
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A **holding** can contain numerous **tags** and these are in addition to the | ||
**holdings** **label**. **Tags** can be used for searching for files in the | ||
``list`` and ``find`` commands. | ||
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.. _file: | ||
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File | ||
---- | ||
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The very purpose of NLDS is the long term storage of **files**, recording their | ||
details in a data catalog and then accessing (GETting) them when they are | ||
required. The **file** object in the data catalog records the details of a | ||
single **file**, including the original path of the file, its size and the | ||
ownership and permissions of the file. Users can GET files in a number of ways, | ||
including by using just the ``original_path`` where the NLDS will return the | ||
most recent file with that path. | ||
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Also associated with **files** is the checksum of the file. NLDS supports | ||
different methods of calculating checksums, and so more than one checksum can | ||
be associated with a single file. | ||
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.. _location: | ||
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Location | ||
-------- | ||
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The user interacts with the NLDS by PUTting and GETting **files**, without knowing | ||
(or caring) where those **files** are stored. From a user view, the **files** are | ||
stored in the NLDS. In reality the NLDS first writes the **files** to *object | ||
storage*. Later the **files** are backed up to *tape storage*. When the NLDS | ||
*object storage* approaches capacity, **files** will be removed from the | ||
*object storage* depending on a policy which takes into account several variables, | ||
including when they were last accessed. If a user subsequently GETs a **file** | ||
that has removed from the *object storage* then the NLDS will first retrive | ||
the **file** from the *tape storage* to the *object storage* before copying it | ||
to the user specified target. | ||
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The **location** object in the Catalog database is associated to a file, and | ||
can have one of three states: | ||
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1. The **file** is held on the *object storage* only. It will be backed up | ||
to the *tape storage* later. | ||
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2. The **file** is held on both the *object storage* and *tape storage*. Users | ||
can access the file without any staging required by the NLDS. | ||
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3. The **file** is held on the *tape storage* only. If a user accesses the | ||
**file** then the NLDS will *stage* it to the *tape storage*, before completing | ||
the GET on behalf of the user. The user does not need to concern themselves | ||
with the details of this. However, accessing a file that is stored only on | ||
*tape* will take longer than if it was held on *object storage*. | ||
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Command Line Reference | ||
====================== | ||
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The primary method of interacting with the Near-Line Data Store is through a | ||
command line client, which can be installed using the instructions. | ||
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Users must specify a command to the ``nlds`` and options and arguments for that | ||
command. | ||
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``nlds [OPTIONS] COMMAND [ARGS]...`` | ||
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As an overview the commands are: | ||
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Commands: | ||
| ``find Find and list files.`` | ||
| ``get Get a single file.`` | ||
| ``getlist Get a number of files specified in a list.`` | ||
| ``list List holdings.`` | ||
| ``meta Alter metadata for a holding.`` | ||
| ``put Put a single file.`` | ||
| ``putlist Put a number of files specified in a list.`` | ||
| ``stat List transactions.`` | ||
Each command has its own specific options. The argument is generally the file | ||
or filelist that the user wishes to operate on. The full command listing is | ||
given below. | ||
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.. click:: nlds_client.nlds_client:nlds_client | ||
:prog: nlds | ||
:nested: full |
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.. _configuration: | ||
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Configuration File | ||
================== | ||
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When the user first invokes ``nlds`` from the command line or issues a command | ||
from the ``nlds_client.clientlib`` API, a configuration file is required in the | ||
user's home directory with the path: | ||
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``~/.nlds-config`` | ||
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This configuration file is JSON formatted and contains the authentication | ||
credentials required by: | ||
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* The OAuth server | ||
* The Object Storage | ||
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It also contains the default user and group to use when issuing a request to the | ||
NLDS. These can be overriden by the ``-u|--user`` and ``-g|--group`` command | ||
line options. | ||
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Finally, it contains the URL of the server and the API version, and the location | ||
of the OAuth token file that is also created the first time the ``nlds`` command | ||
is invoked. | ||
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An example configuration file is shown below. Authentication details have been | ||
redacted. You will have to contact the service provider to gain these | ||
credentials. | ||
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:: | ||
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{ | ||
"server" : { | ||
"url" : "{{ nlds_api_url }}", | ||
"api" : "{{ nlds_api_version }}" | ||
}, | ||
"user" : { | ||
"default_user" : "{{ user_name }}", | ||
"default_group" : "{{ user_gws }}" | ||
}, | ||
"authentication" : { | ||
"oauth_client_id" : "{{ oauth_client_id }}", | ||
"oauth_client_secret" : "{{ oauth_client_secret }}", | ||
"oauth_token_url" : "{{ oauth_token_url }}", | ||
"oauth_scopes" : "{{ oauth_scopes }}"", | ||
"oauth_token_file_location" : "~/.nlds-token" | ||
}, | ||
"object_storage" : { | ||
"access_key" : "{{ object_store_access_key }}", | ||
"secret_key" : "{{ object_store_secret_key }}" | ||
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}, | ||
"option" : { | ||
"resolve_filenames" : "false" | ||
} | ||
} |
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.. Near-Line Data Store client documentation master file, created by | ||
sphinx-quickstart on Thu Feb 2 16:17:53 2023. | ||
You can adapt this file completely to your liking, but it should at least | ||
contain the root `toctree` directive. | ||
Near-Line Data Store documentation | ||
================================== | ||
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The Near-Line Data Store (NLDS) is a multi-tiered storage solution that uses | ||
Object Storage as a front end to a tape library. It catalogs the data as it is | ||
ingested and permits multiple versions of files. It has a microservice | ||
architecture using a message broker to communicate between the parts. | ||
Interaction with NLDS is via a HTTP API, with a Python library and command-line | ||
client provided to users for programmatic or interactive use. | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
:caption: Contents: | ||
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installation.rst | ||
configuration.rst | ||
catalog_organisation.rst | ||
tutorial.rst | ||
status_codes.rst | ||
command_ref.rst | ||
license.rst | ||
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Indices and tables | ||
================== | ||
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* :ref:`genindex` | ||
* :ref:`modindex` | ||
* :ref:`search` | ||
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NLDS was developed at the `Centre for Environmental Data Analysis <https://www.ceda.ac.uk>`_ | ||
with support from the ESiWACE2 project. The project ESiWACE2 has received | ||
funding from the European Union's Horizon 2020 research and innovation programme | ||
under grant agreement No 823988. | ||
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NLDS is Open-Source software with a BSD-2 Clause License. The license can be | ||
read :ref:`here <license>`. |
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