Comments (4)
note that orthogonally to scalability, we need to "guarantee" that row fetches from moon-landing will be under a specified latency (to be discussed), even in the case of cache misses in datasets-preview-backend
because the data will be needed at server-rendering time, for content to be parsed by Google
What's a reasonable latency you think you can achieve?
If it's too long we might want to pre-warm the cache for all (streamable) dataset, using a system based on webhooks from moon-landing for instance
from datasets-server.
Re. scalability, let's not focus on this too much because we'll work with the Infra team to productionize this when the time comes, and architecture will surely change.
The current scope of work is to deploy a prototype that lets us iterate on the product definition, interaction with the datasets
lib, etc (cc @n1t0 for visibility and context!)
from datasets-server.
Philip's recommendation on https://huggingface.slack.com/archives/CTKK32GE8/p1630590091040300?thread_ts=1630588820.038000&cid=CTKK32GE8:
and for scaling I would definitely recommend to switch to docker/container and then there are many options how you can make your service scalable (edited)
from datasets-server.
Replaced with #223
from datasets-server.
Related Issues (20)
- remove fields from croissant once it's provided by the Hub API HOT 1
- Better error code/message for badly formatted Parquet files HOT 1
- upgrade to pyarrow 15?
- Replace our custom "stale bot" action with the GitHub's one?
- Increase nginx gateway timeout limit? HOT 1
- Detect when a new commit only changes the dataset card?
- Take spawning.io opted out URLs into account in responses?
- ComputationError (ZeroDivisionError) on split-descriptive-statistics HOT 5
- DatasetScriptError should be retried
- Upgrade huggingface_hub to 0.22 HOT 1
- e2e is broken due to KenLM install HOT 4
- Make dataset viewer configurable HOT 5
- Replace HF app token with 1 hour JWT (for workers?)
- Wrong row-group size for imagefolder and audiofolder datasets
- Add transformed columns (audio, image, string, lists) to duckdb file HOT 1
- Should we support /filter on columns that contain SQL commands? HOT 1
- Rename this project `dataset-viewer` HOT 6
- Ensure /webhook answers immediately (or quickly)
- `StatisticsComputationError` for splits with 1 sample
- Tutorial about how to start/run my own local dataset server. HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from datasets-server.