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Data platform icons

Ingestion to warehouse — pipelines, streams, schemas, lineage, quality checks and the stores underneath.

Data tooling is where generic sets run out first: a stream, a change feed, a watermark, a lineage node and a delta table are all "database" to them. Here each is its own drawing, and the ones that belong together share a body — the cylinder for stores, the chain for lineage.

Pairs well with the RAG collection: the same ingestion and chunking icons carry a retrieval pipeline as well as a warehouse.

import { Etl, LineageNode, DataContract, Watermark } from "@iconmind/react";

The 35 icons, described

Pipelinepipeline
A pipeline — work moving through stages in order, from data ingestion to a finished output.
Ingestioningestion
Ingestion — getting the source material loaded into a pipeline or a knowledge base.
Ingestion pipelineingestion-pipeline
An ingestion pipeline — documents go in, index entries come out.
ETLetl
ETL — extract data from a source, transform it, and load it where it will be used.
Transformtransform
Transform — data goes in one shape and comes out another, converted and reshaped.
Streamstream
A stream — data or tokens arriving continuously in real time rather than in batches.
CDCcdc
CDC — change data capture, every change streamed out as it happens.
Replayreplay
Replay — run it again from what was recorded, exactly as it happened.
Checkpointcheckpoint
A checkpoint — a model's weights saved exactly as they were at this moment in training.
Watermarkwatermark
A watermark — an invisible stamp that marks content as generated, proof of provenance.
Warehousewarehouse
A warehouse — everything shelved in columnar storage and ready to query.
Data lakedata-lake
A data lake — everything kept raw and unstructured in one place until it is needed.
Delta tabledelta-table
A Delta table — a lakehouse table that remembers every change as a version.
Icebergiceberg-table
An Iceberg table — most of the table's metadata sits under the waterline, an open table format.
Partitionpartition
A partition — the same table split into ranges or shards for scale.
Sharded indexshard-index
A sharded index — the index cut into pieces so many machines can hold it.
Indexindex-db
A database index — the B-tree lookup that makes a query fast.
Schema mapschema-map
A schema map — this field over there is that field over here, a translation between shapes.
Data contractdata-contract
A data contract — the schema both producer and consumer agreed on.
Lineage nodelineage-node
A lineage node — this table as one step in the chain that produced it.
Data qualitydata-quality
Data quality — checks that records are complete, valid and what they claim to be.
Data validationdata-validation
Data validation — records checked against the shape and rules they must satisfy.
Data anomalyanomaly-data
A data anomaly — the row that does not belong, an outlier or a wrong value.
Deduplicatededupe
Deduplicate — two of the same, with one of them dropped so only unique items remain.
Nullnull
Null — there is nothing here, an empty or missing value in the field.
Databasedatabase
A database where records are stored, indexed and queried — the system of record behind an app.
Database adddatabase-add
A database with a plus on it — add a record, or stand up another store.
Database checkdatabase-check
A database with a check on it — the store is healthy, the data verified.
Database searchdatabase-search
A database with a magnifying glass on it — query the store, look a record up.
Storagestorage
Storage — where data stays when nothing is running, persistent disk at rest.
Block storageblock-storage
Block storage — a disk volume attached to one machine like a local drive.
Storage bucketstorage-bucket
A storage bucket — object storage where you put files and blobs and forget about them.
Backupbackup
A backup — a copy of the data kept somewhere else in case the original is lost.
Restorerestore
Restore — put the backup copy back and recover what was lost.
Volume snapshotsnapshot-volume
A volume snapshot — the disk as it was at one point in time, a backup copy.

In code, each is one import — import { Pipeline } from "@iconmind/react/icons/pipeline" — and the same name in Vue, Svelte, Solid, Preact, React Native, Astro, Blade and Flutter.

Other collections

Every data platform icon, free to ship

35 icons drawn on one grid, in outline and duotone at three weights, with the code for nine frameworks. MIT — commercial use, no attribution, no seat count.