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AEP: abstract and improve the node repository
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# Improved file repository | ||
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| AEP number | 001 | | ||
|------------|-----------------------------------------------------------------| | ||
| Title | Improved file repository | | ||
| Authors | [Sebastiaan P. Huber](mailto:sebastiaan.huber@epfl.ch) (sphuber)| | ||
| Champions | [Sebastiaan P. Huber](mailto:sebastiaan.huber@epfl.ch) (sphuber)| | ||
| Type | S - Standard | | ||
| Created | 18-Oct-2019 | | ||
| Status | submitted | | ||
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## Background | ||
The persistent state of a node in the provenance graph is stored across two resources. | ||
The relational database and a file repository. | ||
Currently, the only possible implementation of the file repository is a file system that is local to the AiiDA instance. | ||
A local file system is not always the most suitable solution for the storage of many and/or large files, as is the case for the repository in many use-cases. | ||
Providing the possibility to have the repository be hosted on another machine as well as potential other implementations in addition to a file system, would be desirable. | ||
In addition, currently there is no record of what files are present in a node's repository in the database. | ||
This means that in order to determine what files a node contains, one has to directly inspect it's repository folder. | ||
For a local file system this is not a problem, however, when offering the possibility of remotely hosted repositories, indexing the contents of a node's repository becomes more expensive. | ||
A potential solution is to store an index of the repository contents for a given node in the database. | ||
Only when the actual content of a repository object needs to be fetched will the cost of the remote connection be incurred. | ||
The downside of the approach is clearly the added cost in storage within the database. | ||
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## Proposed Enhancement | ||
Create an abstract file repository interface that can be used to store files with optional (virtual) directory hierarchies. | ||
This interface should be implemented for a local file system and ideally for a remote file system and Swift object store. | ||
This interface can be used by nodes to store their files. | ||
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## Detailed Explanation | ||
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### Properly abstract the concept of the repository | ||
Currently the intregration of the repository is tightly coupled to the implementation of the ORM. | ||
This makes it difficult to provide different repository implementations. | ||
The first step then would be to abstract the repository concept and write a generic interface to list, create, get and delete objects in it. | ||
Since it is envisioned that solutions will be implemented that are not necessarily file system based, it is important that the interface does not implicitcly bake-in file-system-only concepts. | ||
We propose to talk exclusively about "objects" in the repository. | ||
An object can then refer to a directory or a file. | ||
These objects can then also have metadata, such as creation time, modification time, owner, permissions etc. | ||
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### Store index of node repository contents in database | ||
When storing a file in the repository for a node, instead of the node directly passing this to the repository interface, it should go through a node-repository manager. | ||
This class is the gateway between the node and its repository. | ||
When storing an object for a node in the repository, it will first request the configured repository to store the object with the given name. | ||
When successful, the repository will return a key that is the unique identifier for the stored object. | ||
This key is then used to create an entry in the node repository index table to register its existence. | ||
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### Fine controlled API to bundle and compress multiple objects of a node's repository | ||
Each node has a repository which can contain many files with arbitrary hierarchy. | ||
Often these files do not have to be accessed very often and so it may be more beneficial to bundle and compress the files. | ||
This will save space (and inodes in the case of a file system) at the cost that accessing any particular file now comes with the overhead of uncompressing and unpacking all files. | ||
Since for the most part repository files are not used very often, I propose that for the initial implementation we always bundle and compress. | ||
In the future, this behavior may be improved by allowing it to be configurable per node class or even instance. | ||
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### Sketch of classes and tables | ||
The following database classes will be required, in Django syntax: | ||
``` | ||
class DbRepository(m.Model): | ||
"""Table of available and used repositories. | ||
Attributes: | ||
* name: Human readable label that also corresponds to the appropriate key in the config | ||
* uuid: UUID associated with the repository upon creation | ||
""" | ||
name = m.CharField(max_length=255, unique=True, blank=False) | ||
uuid = UUIDField(auto=False, version=AIIDANODES_UUID_VERSION) | ||
class DbFile(m.Model): | ||
"""Table of files stored in the repository. | ||
Attributes: | ||
* uuid: Automatically uniquely generated | ||
* key: fully qualified identifier to define location within repository | ||
* repository: foreign key to `DbRepository` table | ||
""" | ||
uuid = UUIDField(auto=True, version=AIIDANODES_UUID_VERSION) | ||
key = m.CharField(max_length=255) | ||
repository = m.ForeignKey('DbRepository', related_name='files', on_delete=m.PROTECT) | ||
nodes = m.ManyToManyField(DbNode, symmetrical=False, related_name='files', through='DbNodeFile') | ||
class DbNodeFile(m.Model): | ||
"""Join table of repository files and node. | ||
Attributes: | ||
* uuid: Automatically uniquely generated | ||
* node: Id of the corresponding DbNode entry | ||
* file: Id of the corresponding DbFile entry, can be null in the case of a directory | ||
* path: Relative path within the node's virtual hierarchy, must have trailing slash if directory | ||
* metadata: Any file metadata such as permissions and ownership | ||
""" | ||
uuid = UUIDField(auto=True, version=AIIDANODES_UUID_VERSION) | ||
node = m.ForeignKey('DbNode', related_name='dbnodefiles', on_delete=m.CASCADE) | ||
file = m.ForeignKey('DbFile', related_name='dbnodefiles', on_delete=m.PROTECT, null=True) | ||
path = m.CharField(max_length=255, db_index=True) | ||
metadata = m.JSONB(default='{}') | ||
class Meta: | ||
unique_together = ('node', 'path') | ||
``` | ||
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The new ORM classes necessary for the `Repository` interface and `NodeRepositoryManager` gateway: | ||
``` | ||
class Repository(object): | ||
"""Represents a repository in which a node can write objects.""" | ||
def list_objects(self, key=None): | ||
"""Return a list of the objects contained in this repository, optionally in the given sub directory. | ||
:param key: fully qualified identifier for the object within the repository | ||
:return: a list of `File` named tuples representing the objects present in directory with the given key | ||
""" | ||
def list_object_names(self, key=None): | ||
"""Return a list of the object names contained in this repository, optionally in the given sub directory. | ||
:param key: fully qualified identifier for the object within the repository | ||
:return: a list of `File` named tuples representing the objects present in directory with the given key | ||
""" | ||
def open(self, key, mode='r'): | ||
"""Open a file handle to an object stored under the given key. | ||
:param key: fully qualified identifier for the object within the repository | ||
:param mode: the mode under which to open the handle | ||
""" | ||
def get_object(self, key): | ||
"""Return the object identified by key. | ||
:param key: fully qualified identifier for the object within the repository | ||
:return: a `File` named tuple representing the object located at key | ||
""" | ||
def get_object_content(self, key, mode='r'): | ||
"""Return the content of a object identified by key. | ||
:param key: fully qualified identifier for the object within the repository | ||
:param mode: the mode under which to open the handle | ||
""" | ||
def put_object_from_tree(self, path, key=None, contents_only=True): | ||
"""Store a new object under `key` with the contents of the directory located at `path` on this file system. | ||
:param path: absolute path of directory whose contents to copy to the repository | ||
:param key: fully qualified identifier for the object within the repository | ||
:param contents_only: boolean, if True, omit the top level directory of the path and only copy its contents. | ||
""" | ||
def put_object_from_file(self, path, key): | ||
"""Store a new object under `key` with contents of the file located at `path` on this file system. | ||
:param path: absolute path of file whose contents to copy to the repository | ||
:param key: fully qualified identifier for the object within the repository | ||
""" | ||
def put_object_from_filelike(self, handle, key, mode='w', encoding='utf8', force=False): | ||
"""Store a new object under `key` with contents of filelike object `handle`. | ||
:param handle: filelike object with the content to be stored | ||
:param key: fully qualified identifier for the object within the repository | ||
:param mode: the file mode with which the object will be written | ||
:param encoding: the file encoding with which the object will be written | ||
:param force: boolean, if True, will skip the mutability check | ||
""" | ||
def delete_object(self, key): | ||
"""Delete the object from the repository. | ||
:param key: fully qualified identifier for the object within the repository | ||
""" | ||
class NodeRepositoryManager(object): | ||
"""Gateway between a `Node` instance and a `Repository` | ||
``` | ||
Both the `Node` class as well as the `NodeRepositoryManager` should provide the same interface as the `Repository` class. | ||
Each `Node` instance will then instantiate a `NodeRepositoryManager` instance in its constructor and all repository calls will pipe through to the manager. | ||
This will then call through to the `Repository`. | ||
In the case of mutating actions, such as `put` or `delete`, the manager will first delegate the call to the `Repository` and upon success effectuate the changes on the database, in the case of `put`, or vice versa in the case of `delete`. | ||
The repository methods of `Node` and `NodeRepositoryManager` will need to pass in an additional argument if multiple repositories become supported. | ||
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## Pros and Cons | ||
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### Pros | ||
* Abstracting the repository interface allows for having more options that gives more freedom to users. | ||
High-throughput projects may require a remote file system or object store solution to be able to support the quantities of data that are produced. | ||
* The node repository index makes it faster to determine what objects are contained in its repository | ||
* The node repository index allows to provide a uniform set of repository object metadata across repository implementations | ||
* Allowing the bundling and compression of repository objects reduces the load on file system solutions in terms of required space and inodes. | ||
* A cleanly separated repository interface paves the way to enabling multiple repositories per profile. | ||
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### Cons | ||
* Storing an index of all objects in a node's repository has a non-negligible overhead in database load as well as storage space. | ||
* The implementation of storing and retrieving objects from the repository becomes more complicated with the addition of bundling and compressing. | ||
* The storage of files in the repository becomes even more opaque for the user. | ||
In the case of an object store this is necessary and not even a downside, but for users only using a local file system, this may be unintuitive. | ||
However, even in the current situation the user is not supposed to directly access or interact with the repository on the local file system. | ||
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## Open questions | ||
* Should the full configuration of a `Repository` be stored in its database entry, or the database just keeps a reference of known repositories. | ||
Connection details for each one are then kept in the `config.json` as is currently the case. |