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* add content to faq pages * add autosummary to module pages * update add-new-schema isntructions * fix bug in example * add toctree to api home page * comment out a TODO * update CHANGELOG
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What is BigQuery? | ||
================= | ||
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||
Google Cloud's BigQuery is ... # [TODO] I've written this several times before -- find them. | ||
Google `BigQuery <https://cloud.google.com/bigquery/docs/introduction>`__ is a fully managed data warehouse with | ||
a SQL-based analytics engine. | ||
It is optimized for complex analytical queries on large datasets. | ||
It uses a columnar storage format and relational table structure with support for nested and repeated fields. | ||
Data can be loaded via batch jobs or streaming inserts. | ||
Streamed data is typically available to queries immediately. |
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What is Cloud Run? | ||
================== | ||
What is Cloud Functions and Cloud Run? | ||
====================================== | ||
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Google Cloud's Cloud Run is ... # [TODO] I've written this several times before -- find them. | ||
Google `Cloud Functions <https://cloud.google.com/functions/docs/concepts/overview>`__ and | ||
Google `Cloud Run <https://cloud.google.com/run/docs/overview/what-is-cloud-run>`__ | ||
are managed-compute services run by Google Cloud. | ||
They both run containers that are configured as HTTP endpoints. | ||
They can be used to process live message streams by attaching Pub/Sub push subscriptions. | ||
Incoming requests (i.e., messages) are processed in parallel. | ||
The number of container instances scales automatically and nearly instantaneously to meet incoming demand. | ||
Differences between the services are essentially tradeoffs between efficiency (at large scale) and ease of use. |
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What is Cloud Storage? | ||
====================== | ||
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Google Cloud's Cloud Storage is ... # [TODO] I've written this several times before -- find them. | ||
Google `Cloud Storage <https://cloud.google.com/storage/docs/introduction>`__ is Google's object | ||
(file) storage service. | ||
Objects are stored in buckets. | ||
Buckets have a flat namespace (meaning there is no such thing as a directory or folder), but | ||
folder-style functionality is provided by most of the access tools (e.g., console and APIs) which | ||
interpret folder hierarchies from slashes in the object name. |
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What is Pub/Sub? | ||
================= | ||
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||
Google Cloud's Pub/Sub is ... # [TODO] I've written this several times before -- find them. | ||
Google `Pub/Sub <https://cloud.google.com/pubsub/docs/overview>`__ is a messaging service that | ||
uses the publish-subscribe pattern. | ||
Publishers and subscribers communicate asynchronously, with the Pub/Sub service handling all message storage and delivery. | ||
Publishers send messages to a topic, and Pub/Sub immediately delivers them to all attached subscriptions. | ||
Subscriptions can be configured to either push messages to a client automatically or to wait for a client to make a pull request. | ||
The owner of the topic sets the access rights that determine who is allowed to attach a subscription. | ||
Messages published to a topic prior to a subscription being created will not be available to the subscriber. | ||
By default, Pub/Sub messages are not ordered. |
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