{"id":13384035,"url":"https://github.com/materializeinc/materialize","last_synced_at":"2025-09-09T20:36:43.643Z","repository":{"id":36950349,"uuid":"172104891","full_name":"MaterializeInc/materialize","owner":"MaterializeInc","description":"Real-time Data Integration and Transformation: use SQL to transform, deliver, and act on fast-changing data.","archived":false,"fork":false,"pushed_at":"2025-09-06T00:02:48.000Z","size":282814,"stargazers_count":6106,"open_issues_count":398,"forks_count":477,"subscribers_count":71,"default_branch":"main","last_synced_at":"2025-09-06T02:26:14.421Z","etag":null,"topics":["data-store","database","distributed-systems","kafka","materialized-view","operational-data-store","postgresql","postgresql-dialect","rust","sql","stream-processing","streaming","streaming-data"],"latest_commit_sha":null,"homepage":"https://materialize.com","language":"Rust","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MaterializeInc.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2019-02-22T17:15:15.000Z","updated_at":"2025-09-06T00:02:52.000Z","dependencies_parsed_at":"2023-01-17T07:31:20.738Z","dependency_job_id":"b9062835-a506-4bec-b72a-e4855dcabf84","html_url":"https://github.com/MaterializeInc/materialize","commit_stats":{"total_commits":30360,"total_committers":168,"mean_commits":"180.71428571428572","dds":0.8740118577075099,"last_synced_commit":"ffb60657fcebde3b1e270e5c396b19543078a762"},"previous_names":[],"tags_count":664,"template":false,"template_full_name":null,"purl":"pkg:github/MaterializeInc/materialize","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaterializeInc%2Fmaterialize","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaterializeInc%2Fmaterialize/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaterializeInc%2Fmaterialize/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaterializeInc%2Fmaterialize/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MaterializeInc","download_url":"https://codeload.github.com/MaterializeInc/materialize/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaterializeInc%2Fmaterialize/sbom","scorecard":{"id":90839,"data":{"date":"2025-08-11","repo":{"name":"github.com/MaterializeInc/materialize","commit":"f42572d908b5414cdfe22056236853d9baef8eb8"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.7,"checks":[{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Code-Review","score":8,"reason":"Found 13/16 approved changesets -- score normalized to 8","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: topLevel 'actions' permission set to 'write': .github/workflows/cla.yml:34","Info: topLevel 'contents' permission set to 'read': .github/workflows/cla.yml:35","Warn: topLevel 'statuses' permission set to 'write': .github/workflows/cla.yml:37","Warn: no topLevel permission defined: .github/workflows/slack_notify_design_doc.yml:1","Warn: no topLevel permission defined: .github/workflows/slack_notify_labeled.yml:1","Warn: no topLevel permission defined: .github/workflows/slack_notify_qa_risky.yml:1","Warn: no topLevel permission defined: .github/workflows/slack_notify_sql_parser.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"License","score":9,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Warn: project license file does not contain an FSF or OSI license."],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 27 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Warn: third-party GitHubAction not pinned by hash: .github/workflows/cla.yml:45: update your workflow using https://app.stepsecurity.io/secureworkflow/MaterializeInc/materialize/cla.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/slack_notify_design_doc.yml:49: update your workflow using https://app.stepsecurity.io/secureworkflow/MaterializeInc/materialize/slack_notify_design_doc.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/slack_notify_qa_risky.yml:64: update your workflow using https://app.stepsecurity.io/secureworkflow/MaterializeInc/materialize/slack_notify_qa_risky.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/slack_notify_sql_parser.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/MaterializeInc/materialize/slack_notify_sql_parser.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/slack_notify_sql_parser.yml:67: update your workflow using https://app.stepsecurity.io/secureworkflow/MaterializeInc/materialize/slack_notify_sql_parser.yml/main?enable=pin","Warn: containerImage not pinned by hash: ci/builder/Dockerfile:13","Warn: containerImage not pinned by hash: ci/builder/Dockerfile:121","Warn: containerImage not pinned by hash: misc/dbt-materialize/Dockerfile:10: pin your Docker image by updating python:3.10.14 to python:3.10.14@sha256:9c0e621579faf384d982986f2e0ba86bf09619076842cd0fbd2f24a3bf09f0bc","Warn: containerImage not pinned by hash: misc/images/debezium/Dockerfile:14: pin your Docker image by updating confluentinc/cp-kafka-connect-base:8.0.0 to confluentinc/cp-kafka-connect-base:8.0.0@sha256:857367fb9c6f8b0b3e310b7a905cfa1a4614aca5603c0a5f4d792988f80ee3fa","Warn: containerImage not pinned by hash: misc/images/fivetran-destination-tester/Dockerfile:14: pin your Docker image by updating us-docker.pkg.dev/build-286712/public-docker-us/sdktesters-v2/sdk-tester:2.25.0228.002 to us-docker.pkg.dev/build-286712/public-docker-us/sdktesters-v2/sdk-tester:2.25.0228.002@sha256:b7338e048df12df6e417d5ff47b8ba9cf36fb5633e6cdb798ddabdc58b9c18a9","Warn: containerImage not pinned by hash: misc/images/materialized-base/Dockerfile:18","Warn: containerImage not pinned by hash: misc/images/ubuntu-base/Dockerfile:10: pin your Docker image by updating ubuntu:oracular-20250619 to ubuntu:oracular-20250619@sha256:cdf755952ed117f6126ff4e65810bf93767d4c38f5c7185b50ec1f1078b464cc","Warn: containerImage not pinned by hash: misc/mcp-materialize/Dockerfile:10: pin your Docker image by updating python:3.13-alpine to python:3.13-alpine@sha256:f196fd275fdad7287ccb4b0a85c2e402bb8c794d205cf6158909041c1ee9f38d","Warn: containerImage not pinned by hash: test/azurite/Dockerfile:10: pin your Docker image by updating node:20-slim to node:20-slim@sha256:ef358d9fa0734e2c3b42482aa352c28a59245bc3d32e07ef57810cf8ba9092c5","Warn: containerImage not pinned by hash: test/minio/Dockerfile:10","Warn: containerImage not pinned by hash: test/mssql-server/Dockerfile:13: pin your Docker image by updating mcr.microsoft.com/mssql/server:2019-CU32-ubuntu-20.04 to mcr.microsoft.com/mssql/server:2019-CU32-ubuntu-20.04@sha256:7a879e9af3557e81a3b3ad14acd071e3638788387f394d27a9d3404b28e954ce","Warn: containerImage not pinned by hash: test/mysql/Dockerfile:12: pin your Docker image by updating mysql:8.0.42 to mysql:8.0.42@sha256:63823b8e2cbe4ae0c558155e02d00beba56130fbc3d147efccbdb328ae2dbb9e","Warn: containerImage not pinned by hash: test/postgres/Dockerfile:12: pin your Docker image by updating postgres:17.4 to postgres:17.4@sha256:304ab813518754228f9f792f79d6da36359b82d8ecf418096c636725f8c930ad","Warn: containerImage not pinned by hash: test/ssh-bastion-host/Dockerfile:11: pin your Docker image by updating quay.io/panubo/sshd:1.7.1 to quay.io/panubo/sshd:1.7.1@sha256:39591203c46ee2bd1003707011942919f3498221d1518ef284bde7b6d9af4882","Warn: downloadThenRun not pinned by hash: ci/builder/Dockerfile:63-64","Warn: pipCommand not pinned by hash: misc/dbt-materialize/Dockerfile:14","Warn: pipCommand not pinned by hash: misc/dbt-materialize/Dockerfile:15","Warn: pipCommand not pinned by hash: misc/mcp-materialize/Dockerfile:12","Warn: npmCommand not pinned by hash: test/azurite/Dockerfile:17","Warn: npmCommand not pinned by hash: ci/test/docs-widgets/docs-widgets.sh:26","Warn: downloadThenRun not pinned by hash: misc/scratch/provision.bash:59","Warn: pipCommand not pinned by hash: test/lang/python/test.sh:22","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   4 out of   7 third-party GitHubAction dependencies pinned","Info:   0 out of  14 containerImage dependencies pinned","Info:   0 out of   2 downloadThenRun dependencies pinned","Info:   0 out of   4 pipCommand dependencies pinned","Info:   0 out of   2 npmCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Vulnerabilities","score":0,"reason":"12 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: RUSTSEC-2024-0388","Warn: Project is vulnerable to: RUSTSEC-2021-0153","Warn: Project is vulnerable to: RUSTSEC-2024-0384","Warn: Project is vulnerable to: RUSTSEC-2024-0436","Warn: Project is vulnerable to: RUSTSEC-2024-0370","Warn: Project is vulnerable to: GHSA-67mh-4wv8-2f99","Warn: Project is vulnerable to: GHSA-fjxv-7rqg-78g4","Warn: Project is vulnerable to: GHSA-x574-m823-4x7w","Warn: Project is vulnerable to: GHSA-4r4m-qw57-chr8","Warn: Project is vulnerable to: GHSA-xcj6-pq6g-qj4x","Warn: Project is vulnerable to: GHSA-356w-63v5-8wf4","Warn: Project is vulnerable to: GHSA-859w-5945-r5v3"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-15T07:53:33.689Z","repository_id":36950349,"created_at":"2025-08-15T07:53:33.689Z","updated_at":"2025-08-15T07:53:33.689Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274358329,"owners_count":25270679,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-09T02:00:10.223Z","response_time":80,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-store","database","distributed-systems","kafka","materialized-view","operational-data-store","postgresql","postgresql-dialect","rust","sql","stream-processing","streaming","streaming-data"],"created_at":"2024-07-30T11:00:38.452Z","updated_at":"2025-09-09T20:36:43.579Z","avatar_url":"https://github.com/MaterializeInc.png","language":"Rust","readme":"[![Build status](https://badge.buildkite.com/97d6604e015bf633d1c2a12d166bb46f3b43a927d3952c999a.svg?branch=main)](https://buildkite.com/materialize/test)\n[![Doc reference](https://img.shields.io/badge/doc-reference-orange)](https://materialize.com/docs)\n[![Chat on Slack](https://img.shields.io/badge/chat-on%20slack-purple)](https://materialize.com/s/chat)\n\n[\u003cimg src=\"https://github.com/MaterializeInc/materialize/assets/23521087/39270ecb-7ac4-4829-b98b-c5b5699a16b8\" width=35%\u003e](https://materialize.com)\n\nMaterialize is a real-time data integration platform that creates and continually updates consistent views of transactional data from across your organization. Its SQL interface democratizes the ability to serve and access live data. Materialize can be deployed anywhere your infrastructure runs.\n\nUse Materialize to do things like deliver fresh context for AI/RAG pipelines, power operational dashboards, and create more dynamic customer experiences without building time-consuming custom data pipelines.\n\n\nThe three most common patterns for adopting Materialize are the following:\n\n- Query Offload (CQRS) - Scale complex read queries more efficiently than a read replica, and without the headaches of cache invalidation.\n- Integration Hub (ODS) - Extract, load, and incrementally transform data from multiple sources. Create live views of your data that can be queried directly or pushed downstream.\n- Operational Data Mesh (ODM) - Use SQL to create and deliver real-time, strongly consistent data products to streamline coordination across services and domains.\n\n\n## Get started\n\nReady to try out Materialize? You can [sign up](https://materialize.com/register/) for a free cloud trial or [download](https://materialize.com/download/) our community edition, which is free forever for deployments using less than 24 GiB of memory and 48 GiB of disk!\n\nHave questions? We'd love to hear from you:\n  * [Join our Slack](https://materialize.com/s/chat)\n  * [Send us mail](https://materialize.com/contact/)\n\n## About\n\nMaterialize focuses on providing correct and [consistent](https://materialize.com/docs/overview/isolation-level/) answers with minimal latency, and does not ask you to accept either approximate answers or eventual consistency. This guarantee holds even when joining data from [multiple upstream systems](https://materialize.com/blog/strong-consistency-in-materialize/). Whenever Materialize answers a query, that answer is the correct result on some specific (and recent) version of your data. Materialize does all of this by recasting your SQL queries as *dataflows*, which can react efficiently to changes in your data as they happen.\n\nOur fully managed service is cloud-native, featuring **high availability** through multi-active replication, **horizontal scalability** by seamlessly scaling dataflows across multiple machines, and **near-infinite storage** by leveraging cloud object storage (e.g., Amazon S3). You can self-manage Materialize using our Enterprise or Community editions.\n\nWe support a large fraction of PostgreSQL features and are actively expanding support for more built-in PostgreSQL functions. Please file an issue if you have an idea for an improvement!\n\n## Get data in\n\nMaterialize can read data directly from a [PostgreSQL](https://materialize.com/docs/sql/create-source/postgres/) or [MySQL](https://materialize.com/docs/sql/create-source/mysql/) replication stream, from [Kafka](https://materialize.com/docs/sql/create-source/kafka/) (and other Kafka API-compatible systems like [Redpanda](https://materialize.com/docs/integrations/redpanda/)), or from SaaS applications [via webhooks](https://materialize.com/docs/sql/create-source/webhook/).\n\n## Transform, manipulate, and read your data\n\nOnce you've got the data in, define views and perform reads via the PostgreSQL protocol. Use your favorite SQL client, including the `psql` you probably already have on your system. Customers using Materialize in production tend to use [dbt Core](https://www.getdbt.com/).\n\nMaterialize supports a comprehensive variety of SQL features, all using the PostgreSQL dialect and protocol:\n\n-   Joins, joins, joins! Materialize supports multi-column join conditions, multi-way joins, self-joins, cross-joins, inner joins, outer joins, etc.\n-   Delta-joins avoid intermediate state blowup compared to systems that can only plan nested binary joins - tested on joins of up to 64 relations.\n-   Support for subqueries. Materialize's SQL optimizer performs subquery decorrelation out-of-the-box, avoiding the need to manually rewrite subqueries into joins.\n-   Materialize can incrementally maintain views in the presence of arbitrary inserts, updates, and deletes. No asterisks.\n-   All the aggregations: `min`, `max`, `count`, `sum`, `stddev`, etc.\n-   `HAVING`\n-   `ORDER BY`\n-   `LIMIT`\n-   `DISTINCT`\n-   JSON support in the PostgreSQL dialect including operators and functions like `-\u003e`, `-\u003e\u003e`, `@\u003e`, `?`, `jsonb_array_element`, `jsonb_each`. Materialize automatically plans lateral joins for efficient `jsonb_each` support.\n-   Nest views on views on views!\n-   Multiple views that have overlapping subplans can share underlying indices for space and compute efficiency, so just declaratively define _what you want_, and we'll worry about how to efficiently maintain them.\n\nWe’ve also extended our SQL support to enable [recursion](https://materialize.com/blog/recursion-in-materialize/) that supports incrementally updating tree and graph structures.\n\n### Just show us what it can do!\n\nHere's an example join query that works fine in Materialize, `TPC-H` query 15:\n\n```sql\nCREATE SOURCE tpch\n  FROM LOAD GENERATOR TPCH (SCALE FACTOR 1)\n  FOR ALL TABLES;\n\n-- Views define commonly reused subqueries.\nCREATE VIEW revenue (supplier_no, total_revenue) AS\n    SELECT\n        l_suppkey,\n        SUM(l_extendedprice * (1 - l_discount))\n    FROM\n        lineitem\n    WHERE\n        l_shipdate \u003e= DATE '1996-01-01'\n        AND l_shipdate \u003c DATE '1996-01-01' + INTERVAL '3' month\n    GROUP BY\n        l_suppkey;\n\n-- The MATERIALIZED keyword is the trigger to begin\n-- eagerly, consistently, and incrementally maintaining\n-- results that are stored directly in durable storage.\nCREATE MATERIALIZED VIEW tpch_q15 AS\n  SELECT\n    s_suppkey,\n    s_name,\n    s_address,\n    s_phone,\n    total_revenue\nFROM\n    supplier,\n    revenue\nWHERE\n    s_suppkey = supplier_no\n    AND total_revenue = (\n        SELECT\n            max(total_revenue)\n        FROM\n            revenue\n    )\nORDER BY\n    s_suppkey;\n\n-- Creating an index keeps results always up to date and in memory.\n-- In this example, the index will allow for fast point lookups of\n-- individual supply keys.\nCREATE INDEX tpch_q15_idx ON tpch_q15 (s_suppkey);\n```\n\nStream inserts, updates, and deletes on the underlying tables (`lineitem` and `supplier`), and Materialize keeps the materialized view incrementally updated. You can type `SELECT * FROM tpch_q15` and expect to see the current results immediately!\n\n## Get data out\n\n**Pull based**: Use any PostgreSQL-compatible driver in any language/environment to make `SELECT` queries against your views. Tell them they're talking to a PostgreSQL database, they don't ever need to know otherwise. This is particularly helpful for pointing services and BI tools directly at Materialize.\n\n**Push based**: Listen to changes directly using `SUBSCRIBE` or configure Materialize to stream results to a Kafka topic as soon as the views change. You can also copy updates to object storage.\n\n## Documentation\n\nCheck out [our documentation](https://materialize.com/docs/).\n\n## License\n\nMaterialize is provided as a self-managed product and a fully managed cloud service with\n[credit-based pricing](https://materialize.com/pricing/). Included in the price\nare proprietary cloud-native features like horizontal scalability, high\navailability, and a web management console.\n\nWe're big believers in advancing the frontier of human knowledge. To\nthat end, the source code of the standalone database engine is publicly\navailable, in this repository, and [licensed](LICENSE) under the BSL 1.1,\nconverting to the open-source Apache 2.0 license after 4 years. As stated in the\nBSL, use of the standalone database engine on a single node is free forever.\n\nMaterialize depends upon many open source Rust crates. We maintain a [list of\nthese crates and their licenses](https://dev.materialize.com/licenses.html),\nincluding links to their source repositories.\n\n## For developers\n\nMaterialize is primarily written in Rust.\n\nDevelopers can find docs at [doc/developer](doc/developer), and Rust API documentation is hosted at \u003chttps://dev.materialize.com/api/rust/\u003e.\n\nContributions are welcome. Prospective code contributors might find the [D-good\nfor external\ncontributors](https://github.com/MaterializeInc/materialize/discussions/categories/contribute-to-materialize?discussions_q=is%3Aopen+category%3A%22Contribute+to+Materialize%22+label%3A%22D-good+for+external+contributors%22)\ndiscussion label useful. See\n[CONTRIBUTING.md](https://github.com/MaterializeInc/materialize/blob/main/CONTRIBUTING.md)\nfor additional guidance.\n\n## Credits\n\nMaterialize is lovingly crafted by [a team of developers](https://github.com/MaterializeInc/materialize/graphs/contributors) and one bot. [Join us](https://materialize.com/careers/).\n","funding_links":[],"categories":["SQL-like processing"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaterializeinc%2Fmaterialize","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmaterializeinc%2Fmaterialize","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaterializeinc%2Fmaterialize/lists"}