Client library for accessing Record Keepers Receiver
Project description
Context
Record Keeper (abbreviated to RK) is aimed at two broad goals:
-
Explaining why something happened in your platform. Common example that we want to support is: why event X happened at time T? What Models were used? Who trained them, using training data ingested from which datasources? It achieves it by creating graph of events.
-
Recreating platform state at that time.
Basics
RKClient library is used to create events (PEMS) and inform RK about them.
You will need a running Record Keeper Event Receiver to be able to work with it.
Recommended usage:
emitter_id = uuid.UUID('..some static uuid..')
rk_receiver = os.environ.get('RK_RECEIVER')
rk_client = RKClientFactory.get(rk_receiver, emitter_id)
By using factory, automatically when RK_MOCK=true
env variable will be defined,
the returned client will fake the connections and return only success codes.
Details
The Receiver will be configured with max PEM payload size. If your PEM exceeds this limit, it will be rejected (with explanation).
You can query for the PEM limit size in get_info()
, in pem_size_limit
field.
API
RKClient:
- prepare_pem
- prepare_artifact
- send_pem
- set_tag
RKQuery:
- get_pems
- get_pems_count
- get_artifact
- get_artifacts
- get_artifacts_count
- get_tag
- get_tags
- get_tags_count
- get_info
RKAdmin:
- check_connections
- query_graph
- clean_dbs
- graph_rebuild
- graph_flush
- graph_verify
- get_graph_info
- get_report
- artifacts_verify_connections
- artifacts_remove_unconnected
Authenticating
If you want to do anything more than sending a PEM, you will need to pass a RK authentication credential when creating RKClient or RKAdmin.
There are two types:
- User auth
- PUC auth
First is available in Record Keeper Dashboard, in your user profile. It's intended to be used in tests.
Machine code on production should rather use PUC-auth, since it's user agnostic. However, you will need to ask RK admin to create the PUC and send you its auth code.
RKClient from Python console
cd rkclient/
python3
>>> from rkclient import RKQuery
>>> rk = RKQuery('http://127.0.0.1:8082/receiver/')
>>> pems, msg, ok = rk.get_pems()
>>> assert ok, msg
>>> for pem in pems:
>>> print(pem)
Changelog
[3.5.0] - 2023-10-26
- RKAdmin new functions: artifacts_verify_connections, artifacts_remove_unconnected, get_report
[3.4.0] - 2023-09-19
- Added separate ReceiverInfo and QueryInfo classes.
- RKQuery is using Query component.
- Removal of Taxonomies feature.
- RKClient, RKQuery and RKAdmin catch all exceptions and turn them to error returned by result.
[3.3.0] - 2023-08-14
- PEM is sent without TimestampReceived field.
[3.2.1] - 2023-06-12
- Version updated to match other components
[3.2.0] - 2023-06-07
- Moved "getter" functions to new class RKQuery. RKAdmin is left with truly low-level functions.
- Added helper function RKQuery.get_artifact_latest().
[3.1.0] - 2023-04-06 and 2023-05-17
- Improved error logging, by creating less irrelevant logs.
- Add default User-Agent to requests to be equal to
recordkeeper-client-{version}
. - RKAdmin supports /info and /verify endpoints of GraphBuilder.
[3.0.0] - 2023-02-06
- Changed Artifact id field from uuid to string. This forces changes in many functions API.
- Changed Emitter field from uuid to string.
- RKClient get_artifacts() supports returning artifacts with properties, from graph.
[2.1.0] - 2022-12-20
- Adjust default RK_RECEIVER URLs to use shallower path:
<ip>:<port>/receiver/
, instead of<ip>:<port>/recordkeeper/receiver/
- Removed ping() function.
- Added deserialize_info() function for converting result of get_info() to Info class.
- Removed postgres_enabled and neo4j_enabled flags from Info.
[2.0.0] - 2022-11-18
- Make it possible to control GraphBuilder through RKAdmin.
- Refactor requests code.
- RKAdmin new check_connections method.
[1.9.1] - 2022-09-20
- Version updated to match other components
[1.9.0] - 2022-09-13
- Added async test.
[1.8.0] - 2022-02-23
- Support for PUC auth type.
- New function get_tags_count.
[1.7.0] - 2022-02-23
- RKClient catches timeout exception.
- Artifact instances in python can be compared using equal operator.
[1.6.1] - 2022-01-26
- PEM deduplicates uses artifacts.
- Fix for function behaviour in mocked RKClient.
[1.6.0] - 2022-01-17
- Removed PEM User field, bumped PEM version to 1.0.1
[1.5.0] - 2021-12-21
- Version updated to match other components
[1.4.0] - 2021-11-16
- Version updated to match other components
[1.3.0] - 2021-09-06
- Remove the requests dependency
[1.2.3] - 2021-08-26
- Bump the requests version to 2.26.*
[1.2.2] - 2021-06-17
- Option to disable SSL cert verification
[1.2.1] - 2021-06-8
- Official release on Pypi, added license
RKClient is part of ERST Record Keeper repository.
RKClient is licensed with GNU General Public License version 3 or later, see LICENSE file for details.
Record Keeper is ERST's implementation of the Context Cartographer specification.
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