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Project description

Logger for Data Scientist - Documentation

Introduction

This Python Package is build to solve one of the pain points in building Data Science projects: Having an effective logging system. As Data Science Projects often involve data ingestion, data transformation (Be it due to Data Cleaning Process, Feature Engineering, Feature Encoding, etc) and model building, we want to make sure that each steps of the process works as intended. Furthermore, in deploying our data science system, we often automate this data ingestion and data transformation processes. Effective logging will help us monitor our pipeline so that the model that we are about to train will yield consistent, accurate results.

Installation

Usage examples

logsensei is very easy and intuitive to use. You can load logsensei by:

Save the logs into a file by:

The setup is done! You can use various logging functions that is provided by the logger. Some of the examples are as follows:

For Full Documentation on the API, please visit API Documentation

Author

• Aditya Kelvianto Sidharta
  • Github: https://github.com/AdityaSidharta
  • Personal Website: https://adityasidharta.com/

License

This project is licensed under the MIT License - see the LICENSE file for details

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Today we’re releasing Sensei LMS 3.0 Beta 3 and WooCommerce Paid Courses 2.0 Beta 3.

Sensei LMS 3.0

Here are the most notable changes since Beta 2:

• Actions are now fired when the enrolment status is changed. (See the New Filters section below for more details.)
• We added the sensei_enrolment_learner_calculation_job_batch_size filter for setting the batch size of the learner calculation job.
• We introduced a provider journal store that is disabled by default, but can be enabled using the sensei_enable_enrolment_provider_journal filter.
• We’ve significantly reduced the amount of data that was being stored in the database for course enrolments.

You can see what else changed in Beta 3 here or you can download Sensei LMS 3.0 Beta 3 here.

WooCommerce Paid Courses 2.0

The most notable change in WooCommerce Paid Courses 2.0 Beta 3 is that we added the sensei_wc_paid_courses_migration_inactive_memberships_provide_manual_enrolment filter to enable blocking users with inactive memberships from being manually enrolled when the migration runs.

Testing

As always, please test the beta release on a staging site and not your live site. If you don’t have a staging site, you can use the WP Staging plugin to create one.

If you’ve already tested either Beta 1 or Beta 2 on your staging site, you should take the following steps prior to testing Beta 3:

• Deactivate and delete the Beta 1/Beta 2 version of Sensei LMS.
• Restore the database backup for your staging site.
• Download Beta 3 and unzip it to your wp-content/plugins folder. You can choose to either override your existing folder, or rename it to something else before unzipping, if applicable.
• Activate Sensei LMS 3.0.0 Beta 3.

The above steps are necessary to ensure the course enrolment migration process executes again. If you haven’t tested any of the beta releases prior to this, there’s no need to restore a database backup.

For Developers

Sensei LMS

New Filters

• sensei_comment_counts_include_sensei_comments – Whether or not to include Sensei comments in the comments count.
• sensei_course_enrolment_store_results – Whether or not to store course enrolment results.
• sensei_enable_enrolment_provider_journal – Whether or not to enable journal storage.
• sensei_enrolment_course_calculation_job_batch_size – Set the batch size for the number of learners to query when the course calculation job runs.
• sensei_enrolment_history_size – Set the maximum number of historical entries that are stored for every user, course and provider.
• sensei_enrolment_learner_calculation_job_batch_size – Set the batch size for the number of learners to query when the learner calculation job runs.
• sensei_enrolment_message_log_size – Set the maximum number of log messages that are stored for every user, course and provider.
• sensei_frontend_learner_enrolment_handler – Enable providers to specify a custom course sign-up handler.

New Actions

• sensei_course_enrolment_status_changed – Fires when the course enrolment status changes.
• sensei_manual_enrolment_learner_enrolled – Fires when a learner is manually enrolled.
• sensei_manual_enrolment_learner_withdrawn – Fires when a learner’s manual enrolment is withdrawn.

WooCommerce Paid Courses

New Filter

• sensei_wc_paid_courses_migration_inactive_memberships_provide_manual_enrolment – Whether or not to block users with inactive memberships from being manually enrolled.

Please note that the release date has been moved to April 22nd, 2020April 27th, 2020. Feel free to leave a comment on this post if you find any issues while testing Beta 3.