Create and store data pipeline telemetry data
Project description
Create and store data pipeline telemetry data
Free software: GNU Lesser General Public License v3 or later (LGPLv3+)
Installation
pip install pipeline-telemetry
You can also install the in-development version with:
pip install https://github.com/MaartendeRuyter/pipeline-telemetry/archive/master.zip
Documentation
Development
To run all the tests run:
tox
Note, to combine the coverage data from all the tox environments run:
Windows |
set PYTEST_ADDOPTS=--cov-append tox |
---|---|
Other |
PYTEST_ADDOPTS=--cov-append tox |
Changelog
0.0.1 (2021-10-06)
First release on PyPI.
0.0.4 (2021-10-31)
Seperated the storage module
Added MongoDb storage class
Started with documentation
0.1.0 (2021-11-05)
added Telemetry method add_telemetry_counter
Added TelemetryCounter class that can be used to make prefedined objects that can be added to the Telemetry instance with the add_telemetry_counter method. This will improve readibilty of your code:
from pipeline_telemetry import TelemetryCounter YOUR_PREDFINED_COUNTER = ( process_type=ProcessTypes.CREATE_DATA_FROM_API, sub_process='RETRIEVE_RAW_DATA', counter_name='my_custom_counter', ) telemetry.add_telemetry_counter(YOUR_PREDFINED_COUNTER)
0.2.0 (2021-11-09)
added error field to TelemetryCounter so that default Errorcodes can be used in a TelemetryCounter instance to keep an error counter in the telemetry
Updated add_telemetry_counter so that it can handle TelemetryCounter instances with either an Errorcode of a custom counter. In case of ErrorCode the actual error_code will serve as the customer counter.
0.2.1 (2021-11-09)
added is_telemetry_counter method in helper module
moved add_telemetry decorator to helper module
both methods can be directly imported from pipeline_telemetry module
0.2.2 (2021-11-10)
added add_mongo_telemetry decorator that uses mongo storage class
0.2.3 (2021-11-10)
Added attribute process_types to TelemetryCounter dataclass next to existing process_type attribute. This allows you to choose between a list of process_types or just a single process_type to be in scope of the TelemetryCounter` instance
0.2.4 (2021-11-11)
Implemented add_to method in TelemetryCounter. Can be used to add a TelemetryCounter instance to an object with a telemetry instance attached to it. This will make the code more readable.
0.2.5 (2021-11-11)
Implemented increase_base_count and increase_fail_count method. They can be used to make your code more readable when updating the telemetry
0.2.6 (2021-12-08)
Added default increment value = 1 to methods increase_base_count and increase_fail_count
0.2.7 (2022-01-13)
Added fields category and sub_category to the telemetry object to allow for better distinction between telemetry sources
Rename telemetry field ‘process_name’ to ‘soure_name’ to be more clear about the data source in scope of the telemetry object
0.2.8 (2022-01-13)
Fix in storage classes to ensure category and sub_category to be stored in the toplevel of the telemetry object
0.2.10 (2022-01-18)
Added indexes to mongo storage class
0.2.11 (2022-01-18)
Added created_at field in mongo storage class for better date selection
of the telemetry objects
0.2.12 (2022-01-19)
Added traffic_light attribute to Telemetry object indicating the success state of the datapipeline process that is reporting on
Some minor refactoring
0.2.16 (2022-02-01)
Added telemetry_type and io_time_in_seconds attributes to Telemetry
object including a method to increase io_time_in_seconds.
0.2.18 (2022-03-2)
Added add_single_usage_telemetry decorator to be used for single usage
telemetry objects
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